diff --git a/Grill_DS_Unit_4_Sprint_Challenge_2.ipynb b/Grill_DS_Unit_4_Sprint_Challenge_2.ipynb new file mode 100644 index 000000000..a48ee6945 --- /dev/null +++ b/Grill_DS_Unit_4_Sprint_Challenge_2.ipynb @@ -0,0 +1,1466 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "

\n", + "

\n", + "\n", + "## *Data Science Unit 4 Sprint 2*\n", + "\n", + "# Sprint Challenge - Neural Network Foundations\n", + "\n", + "Table of Problems\n", + "\n", + "1. [Defining Neural Networks](#Q1)\n", + "2. [Chocolate Gummy Bears](#Q2)\n", + " - Perceptron\n", + " - Multilayer Perceptron\n", + "4. [Keras MMP](#Q3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## 1. Define the following terms:\n", + "\n", + "- **Neuron:** Neurons receive inputs, passing their signal (if activated) to the next layer if a certain threshold is reached and \n", + "- **Input Layer:** The input layer is made of your data. This is how your data begins to go through the network.\n", + "- **Hidden Layer:** The hidden layer can be made up of multiple layers and is where most of the variation in architecture of an NN occurs. \n", + "- **Output Layer:** The output is the prediction or classification that is given by your neural network.\n", + "- **Activation:** A neuron is activated according to one of many activation functions, such as tanh, relu, sigmoid, or linear. This would cause the neuron to send a signal on to the next neuron.\n", + "- **Backpropagation:** The neural network operates according to a loss function and it wants to minimize the loss, therefore it will keep iterating through the layers, according to a gradient. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Chocolate Gummy Bears \n", + "\n", + "Right now, you're probably thinking, \"yuck, who the hell would eat that?\". Great question. Your candy company wants to know too. And you thought I was kidding about the [Chocolate Gummy Bears](https://nuts.com/chocolatessweets/gummies/gummy-bears/milk-gummy-bears.html?utm_source=google&utm_medium=cpc&adpos=1o1&gclid=Cj0KCQjwrfvsBRD7ARIsAKuDvMOZrysDku3jGuWaDqf9TrV3x5JLXt1eqnVhN0KM6fMcbA1nod3h8AwaAvWwEALw_wcB). \n", + "\n", + "Let's assume that a candy company has gone out and collected information on the types of Halloween candy kids ate. Our candy company wants to predict the eating behavior of witches, warlocks, and ghosts -- aka costumed kids. They shared a sample dataset with us. Each row represents a piece of candy that a costumed child was presented with during \"trick\" or \"treat\". We know if the candy was `chocolate` (or not chocolate) or `gummy` (or not gummy). Your goal is to predict if the costumed kid `ate` the piece of candy. \n", + "\n", + "If both chocolate and gummy equal one, you've got a chocolate gummy bear on your hands!?!?!\n", + "![Chocolate Gummy Bear](https://ed910ae2d60f0d25bcb8-80550f96b5feb12604f4f720bfefb46d.ssl.cf1.rackcdn.com/3fb630c04435b7b5-2leZuM7_-zoom.jpg)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false, + "inputHidden": false, + "jupyter": { + "outputs_hidden": false + }, + "outputHidden": false + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "\n", + "candy = pd.read_csv('chocolate_gummy_bears.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false, + "inputHidden": false, + "jupyter": { + "outputs_hidden": false + }, + "outputHidden": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " chocolate gummy ate\n", + "0 0 1 1\n", + "1 1 0 1\n", + "2 0 1 1\n", + "3 0 0 0\n", + "4 1 1 0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "candy.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Perceptron\n", + "\n", + "To make predictions on the `candy` dataframe. Build and train a Perceptron using numpy. Your target column is `ate` and your features: `chocolate` and `gummy`. Do not do any feature engineering. :P\n", + "\n", + "Once you've trained your model, report your accuracy. You will not be able to achieve more than ~50% with the simple perceptron. Explain why you could not achieve a higher accuracy with the *simple perceptron* architecture, because it's possible to achieve ~95% accuracy on this dataset. Provide your answer in markdown (and *optional* data anlysis code) after your perceptron implementation. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false, + "inputHidden": false, + "jupyter": { + "outputs_hidden": false + }, + "outputHidden": false + }, + "outputs": [], + "source": [ + "# Start your candy perceptron here\n", + "\n", + "X = candy[['chocolate', 'gummy']].values\n", + "y = candy['ate'].values" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1 5000\n", + "0 5000\n", + "Name: ate, dtype: int64" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "candy.ate.value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "class Perceptron(object):\n", + " def __init__(self, rate = 0.01, niter = 10):\n", + " self.rate = rate\n", + " self.niter = niter\n", + "\n", + " def fit(self, X, y):\n", + "\n", + " # weights\n", + " self.weight = np.zeros(1 + X.shape[1])\n", + "\n", + " # Number of misclassifications\n", + " self.errors = [] # Number of misclassifications\n", + "\n", + " for i in range(self.niter):\n", + " err = 0\n", + " for xi, target in zip(X, y):\n", + " delta_w = self.rate * (target - self.predict(xi))\n", + " self.weight[1:] += delta_w * xi\n", + " self.weight[0] += delta_w\n", + " err += int(delta_w != 0.0)\n", + " self.errors.append(err)\n", + " return self\n", + " \n", + " for i in range(self.niter):\n", + " weighted_sum = np.dot(X, self.weight)\n", + " activated_output = sigmoid(weighted_sum)\n", + " error = correct_outputs - activated_output\n", + " adjustments = error*sigmoid_derivative(activated_output)\n", + " weights =+ np.dot(X.T, adjustments)\n", + " return weights\n", + " def net_input(self, X):\n", + " \"\"\"Calculate net input\"\"\"\n", + " return np.dot(X, self.weight[1:]) + self.weight[0]\n", + "\n", + " def predict(self, X):\n", + " \"\"\"Return class label after unit step\"\"\"\n", + " return np.where(self.net_input(X) >= 0.0, 1, 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.5" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.metrics import accuracy_score\n", + "\n", + "per = Perceptron(niter=10)\n", + "per.fit(X,y)\n", + "y_pred = per.predict(X)\n", + "\n", + "accuracy_score(y_pred, y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Multilayer Perceptron \n", + "\n", + "Using the sample candy dataset, implement a Neural Network Multilayer Perceptron class that uses backpropagation to update the network's weights. Your Multilayer Perceptron should be implemented in Numpy. \n", + "Your network must have one hidden layer.\n", + "\n", + "Once you've trained your model, report your accuracy. Explain why your MLP's performance is considerably better than your simple perceptron's on the candy dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((10000, 2), (10000, 1))" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = y.reshape(-1,1)\n", + "\n", + "X.shape, y.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "class NeuralNetwork():\n", + " def __init__(self, input_size = 2, hiddenNodes = 4, outputNodes = 1):\n", + "# def __init__(self, input_size, hiddenNodes, outputNodes):\n", + " # Set up Architecture of neural network\n", + " self.input = input_size \n", + " self.hiddenNodes = hiddenNodes\n", + " self.outputNodes = outputNodes\n", + " \n", + " # Initial Weights\n", + " # 2x3 matrix for first layer\n", + " self.weights1 = np.random.randn(self.input, self.hiddenNodes)\n", + " #3x1 matrix for hidden to output layer\n", + " self.weights2 = np.random.randn(self.hiddenNodes, self.outputNodes)\n", + " \n", + " def sigmoid(self, s):\n", + " return 1 / (1 + np.exp(-s))\n", + " \n", + " def sigmoidPrime(self, s):\n", + " return s * (1 - s)\n", + " \n", + " def feed_forward(self, X):\n", + "\n", + " #weighted sum of inputs and hidden layer\n", + " self.hidden_sum = np.dot(X, self.weights1)\n", + " \n", + " #add bias\n", + "# self.hidden_sum + bias\n", + "\n", + " #Activations of weighted sums\n", + " self.activated_hidden = self.sigmoid(self.hidden_sum)\n", + "\n", + " #Weighted sum between hidden and output\n", + " self.output_sum = np.dot(self.activated_hidden, self.weights2)\n", + "\n", + " # Final Activation of output\n", + " self.activated_output = self.sigmoid(self.output_sum)\n", + "\n", + "\n", + " return self.activated_output\n", + " \n", + " def get_attributes(self):\n", + " \n", + " attributes = ['weights1', 'hidden_sum', 'activated_hidden', 'weights2', 'output']\n", + "\n", + " [print(i + '\\n', getattr(nn,i), '\\n' + '---'*3) for i in dir(nn) if i in attributes]\n", + "\n", + " def backward(self, X, y, o):\n", + " \"\"\"\n", + " Backward propagate through the network\n", + " \"\"\"\n", + " self.o_error = y - o #error in output\n", + " self.o_delta = self.o_error * self.sigmoidPrime(o) # apply derivative of sigmoid to error\n", + "\n", + " self.z2_error = self.o_delta.dot(self.weights2.T) # z2 error: how much our hidden layer weights were off\n", + " self.z2_delta = self.z2_error*self.sigmoidPrime(self.activated_hidden)\n", + "\n", + " self.weights2 += self.activated_hidden.T.dot(self.o_delta) #adjust second set (hidden => output) weights\n", + " self.weights1 += X.T.dot(self.z2_delta) #Adjust first set (input => hidden) weights\n", + "\n", + " def train(self, X, y):\n", + " o = self.feed_forward(X)\n", + " self.backward(X, y, o)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + 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"Predicted Output: \n", + " [[1.]\n", + " [1.]\n", + " [1.]\n", + " ...\n", + " [1.]\n", + " [1.]\n", + " [1.]]\n", + "Loss: \n", + " 0.5\n", + "+---------EPOCH 8000---------+\n", + "Input: \n", + " [[0 1]\n", + " [1 0]\n", + " [0 1]\n", + " ...\n", + " [0 1]\n", + " [0 1]\n", + " [1 0]]\n", + "Actual Output: \n", + " [[1]\n", + " [1]\n", + " [1]\n", + " ...\n", + " [1]\n", + " [1]\n", + " [1]]\n", + "Predicted Output: \n", + " [[1.]\n", + " [1.]\n", + " [1.]\n", + " ...\n", + " [1.]\n", + " [1.]\n", + " [1.]]\n", + "Loss: \n", + " 0.5\n", + "+---------EPOCH 9000---------+\n", + "Input: \n", + " [[0 1]\n", + " [1 0]\n", + " [0 1]\n", + " ...\n", + " [0 1]\n", + " [0 1]\n", + " [1 0]]\n", + "Actual Output: \n", + " [[1]\n", + " [1]\n", + " [1]\n", + " ...\n", + " [1]\n", + " [1]\n", + " [1]]\n", + "Predicted Output: \n", + " [[1.]\n", + " [1.]\n", + " [1.]\n", + " ...\n", + " [1.]\n", + " [1.]\n", + " [1.]]\n", + "Loss: \n", + " 0.5\n", + "+---------EPOCH 10000---------+\n", + "Input: \n", + " [[0 1]\n", + " [1 0]\n", + " [0 1]\n", + " ...\n", + " [0 1]\n", + " [0 1]\n", + " [1 0]]\n", + "Actual Output: \n", + " [[1]\n", + " [1]\n", + " [1]\n", + " ...\n", + " [1]\n", + " [1]\n", + " [1]]\n", + "Predicted Output: \n", + " [[1.]\n", + " [1.]\n", + " [1.]\n", + " ...\n", + " [1.]\n", + " [1.]\n", + " [1.]]\n", + "Loss: \n", + " 0.5\n" + ] + } + ], + "source": [ + "nn = NeuralNetwork()\n", + "\n", + "# Number of Epochs / Iterations\n", + "for i in range(10000):\n", + " if (i+1 in [1,2,3,4,5]) or ((i+1) % 1000 ==0):\n", + " print('+' + '---' * 3 + f'EPOCH {i+1}' + '---'*3 + '+')\n", + " print('Input: \\n', X)\n", + " print('Actual Output: \\n', y)\n", + " print('Predicted Output: \\n', str(nn.feed_forward(X)))\n", + " print(\"Loss: \\n\", str(np.mean(np.square(y - nn.feed_forward(X)))))\n", + " nn.train(X,y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "P.S. Don't try candy gummy bears. They're disgusting. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Keras MMP \n", + "\n", + "Implement a Multilayer Perceptron architecture of your choosing using the Keras library. Train your model and report its baseline accuracy. Then hyperparameter tune at least two parameters and report your model's accuracy.\n", + "Use the Heart Disease Dataset (binary classification)\n", + "Use an appropriate loss function for a binary classification task\n", + "Use an appropriate activation function on the final layer of your network.\n", + "Train your model using verbose output for ease of grading.\n", + "Use GridSearchCV or RandomSearchCV to hyperparameter tune your model. (for at least two hyperparameters)\n", + "When hyperparameter tuning, show you work by adding code cells for each new experiment.\n", + "Report the accuracy for each combination of hyperparameters as you test them so that we can easily see which resulted in the highest accuracy.\n", + "You must hyperparameter tune at least 3 parameters in order to get a 3 on this section." + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": { + "collapsed": false, + "inputHidden": false, + "jupyter": { + "outputs_hidden": false + }, + "outputHidden": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(303, 14)\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " age sex cp trestbps chol fbs restecg thalach exang oldpeak \\\n", + "167 62 0 0 140 268 0 0 160 0 3.6 \n", + "301 57 1 0 130 131 0 1 115 1 1.2 \n", + "9 57 1 2 150 168 0 1 174 0 1.6 \n", + "0 63 1 3 145 233 1 0 150 0 2.3 \n", + "16 58 0 2 120 340 0 1 172 0 0.0 \n", + "\n", + " slope ca thal target \n", + "167 0 2 2 0 \n", + "301 1 1 3 0 \n", + "9 2 0 2 1 \n", + "0 0 0 1 1 \n", + "16 2 0 2 1 " + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "from sklearn.preprocessing import StandardScaler\n", + "from keras.optimizers import SGD\n", + "from keras.models import Sequential \n", + "from keras.layers import Dense, Dropout\n", + "from sklearn.model_selection import GridSearchCV\n", + "from tensorflow.keras.wrappers.scikit_learn import KerasClassifier\n", + "\n", + "df = pd.read_csv('https://raw.githubusercontent.com/ryanleeallred/datasets/master/heart.csv')\n", + "df = df.sample(frac=1)\n", + "print(df.shape)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [], + "source": [ + "target = 'target'\n", + "features = ['age', 'sex', 'cp', 'trestbps', 'chol', 'fbs', 'restecg', 'thalach',\n", + " 'exang', 'oldpeak', 'slope', 'ca', 'thal']\n", + "\n", + "X = df[features]\n", + "y = df[target]" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import StandardScaler\n", + "scaler = StandardScaler()\n", + "X_scaled = scaler.fit_transform(X)\n", + "X_scaled = pd.DataFrame(X_scaled, columns=X.columns.tolist())" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Baseline Accuracy: 0.5445544554455446\n" + ] + } + ], + "source": [ + "## BASELINE ACCURACY\n", + "\n", + "#Identify target in our df and set the predicted value to the mode\n", + "y_true = df['target']\n", + "majority = df['target'].mode()[0]\n", + "\n", + "#Create a list of predictions for the length of our df\n", + "y_pred = [majority] * len(y_true)\n", + "\n", + "#Use accuracy_score to check our baseline accuracy\n", + "from sklearn.metrics import accuracy_score\n", + "print(\"Baseline Accuracy:\", accuracy_score(y_true, y_pred))" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((212, 13), (91, 13), (212,), (91,))" + ] + }, + "execution_count": 116, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "x_train, x_test, y_train, y_test = train_test_split(\n", + " X_scaled, \n", + " y,\n", + " test_size=0.3,\n", + " random_state=5\n", + " )\n", + "\n", + "x_train.shape, x_test.shape, y_train.shape, y_test.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train on 212 samples, validate on 91 samples\n", + "Epoch 1/10\n", + "212/212 [==============================] - 4s 19ms/step - loss: 0.6636 - accuracy: 0.5377 - val_loss: 0.4778 - val_accuracy: 0.8132\n", + "Epoch 2/10\n", + "212/212 [==============================] - 0s 864us/step - loss: 0.4195 - accuracy: 0.8019 - val_loss: 0.3708 - val_accuracy: 0.8462\n", + "Epoch 3/10\n", + "212/212 [==============================] - 0s 666us/step - loss: 0.3970 - accuracy: 0.8208 - val_loss: 0.3755 - val_accuracy: 0.8242\n", + "Epoch 4/10\n", + "212/212 [==============================] - 0s 646us/step - loss: 0.3525 - accuracy: 0.8255 - val_loss: 0.3997 - val_accuracy: 0.8132\n", + "Epoch 5/10\n", + "212/212 [==============================] - 0s 674us/step - loss: 0.3502 - accuracy: 0.8302 - val_loss: 0.3997 - val_accuracy: 0.8352\n", + "Epoch 6/10\n", + "212/212 [==============================] - 0s 654us/step - loss: 0.3454 - accuracy: 0.8255 - val_loss: 0.4011 - val_accuracy: 0.8242\n", + "Epoch 7/10\n", + "212/212 [==============================] - 0s 654us/step - loss: 0.3423 - accuracy: 0.8443 - val_loss: 0.4074 - val_accuracy: 0.8242\n", + "Epoch 8/10\n", + "212/212 [==============================] - 0s 847us/step - loss: 0.3332 - accuracy: 0.8255 - val_loss: 0.4329 - val_accuracy: 0.7912\n", + "Epoch 9/10\n", + "212/212 [==============================] - 0s 697us/step - loss: 0.3285 - accuracy: 0.8255 - val_loss: 0.4283 - val_accuracy: 0.8022\n", + "Epoch 10/10\n", + "212/212 [==============================] - 0s 654us/step - loss: 0.3145 - accuracy: 0.8302 - val_loss: 0.4401 - val_accuracy: 0.8022\n" + ] + } + ], + "source": [ + "# Initial model\n", + "batch_size = 20\n", + "num_classes = 2\n", + "epochs = 10\n", + "\n", + "opt = SGD(lr=0.1, momentum=0.9)\n", + "\n", + "model = Sequential()\n", + "model.add(Dense(5, activation='relu', input_shape=(13,)))\n", + "model.add(Dense(1, activation='sigmoid'))\n", + "model.compile(\n", + " loss='binary_crossentropy', \n", + " optimizer=opt, \n", + " metrics=['accuracy']\n", + " )\n", + "\n", + "history = model.fit(\n", + " x_train, \n", + " y_train, \n", + " validation_data=(x_test, y_test), \n", + " epochs=epochs,\n", + " batch_size=batch_size,\n", + " verbose=True\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "91/91 [==============================] - 0s 486us/step\n" + ] + } + ], + "source": [ + "score = model.evaluate(x_test, y_test, verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8021978139877319" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Not a bad accuracy!\n", + "score[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [], + "source": [ + "#GridSearch time\n", + "def create_model(momentum=0, lr=0, dropout_rate=0):\n", + " opt = SGD(lr=lr, momentum=momentum)\n", + " model = Sequential()\n", + " model.add(Dense(5, activation='relu', input_shape=(13,)))\n", + " model.add(Dense(1, activation='sigmoid'))\n", + " model.compile(loss='binary_crossentropy', optimizer=opt, metrics=['accuracy'])\n", + " return model\n", + "\n", + "# create model\n", + "model = KerasClassifier(build_fn=create_model, verbose=0)\n", + "\n", + "# define the grid search parameters\n", + "momentum = [0.0, 0.1, 0.3, 0.4, 0.6]\n", + "lr = [0.001, 0.01, 0.1, 0.2, 0.3, 0.4, 0.5]\n", + "dropout_rate = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5]\n", + "batch_size = [5, 10, 50, 100]\n", + "epochs = [10]\n", + "\n", + "param_grid = dict(batch_size=batch_size, epochs=epochs)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best: 0.5575858235359192 using {'batch_size': 50, 'epochs': 10}\n", + "Means: 0.5565891444683075, Stdev: 0.10449805573494264 with: {'batch_size': 5, 'epochs': 10}\n", + "Means: 0.4997785210609436, Stdev: 0.07392522275424142 with: {'batch_size': 10, 'epochs': 10}\n", + "Means: 0.5575858235359192, Stdev: 0.17131642232339092 with: {'batch_size': 50, 'epochs': 10}\n", + "Means: 0.4759689927101135, Stdev: 0.10497181622480647 with: {'batch_size': 100, 'epochs': 10}\n" + ] + } + ], + "source": [ + "# Create Grid Search\n", + "grid = GridSearchCV(estimator=model, param_grid=param_grid, n_jobs=1)\n", + "grid_result = grid.fit(x_train, y_train)\n", + "\n", + "# Report Results\n", + "print(f\"Best: {grid_result.best_score_} using {grid_result.best_params_}\")\n", + "means = grid_result.cv_results_['mean_test_score']\n", + "stds = grid_result.cv_results_['std_test_score']\n", + "params = grid_result.cv_results_['params']\n", + "for mean, stdev, param in zip(means, stds, params):\n", + " print(f\"Means: {mean}, Stdev: {stdev} with: {param}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "param_grid = dict(lr=lr, epochs=[10], batch_size=[50])" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best: 0.8197120666503906 using {'batch_size': 50, 'epochs': 10, 'lr': 0.5}\n", + "Means: 0.4197120726108551, Stdev: 0.08600666152380024 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.001}\n", + "Means: 0.5277962446212768, Stdev: 0.10725770371168224 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.01}\n", + "Means: 0.7361018896102905, Stdev: 0.0802597457232841 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.1}\n", + "Means: 0.7732004523277283, Stdev: 0.04769572434580288 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.2}\n", + "Means: 0.7776301145553589, Stdev: 0.0629562008706441 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.3}\n", + "Means: 0.7778515934944152, Stdev: 0.058842853479893424 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.4}\n", + "Means: 0.8197120666503906, Stdev: 0.09665471359772913 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5}\n" + ] + } + ], + "source": [ + "# Create Grid Search\n", + "grid = GridSearchCV(estimator=model, param_grid=param_grid, n_jobs=1)\n", + "grid_result = grid.fit(x_train, y_train)\n", + "\n", + "# Report Results\n", + "print(f\"Best: {grid_result.best_score_} using {grid_result.best_params_}\")\n", + "means = grid_result.cv_results_['mean_test_score']\n", + "stds = grid_result.cv_results_['std_test_score']\n", + "params = grid_result.cv_results_['params']\n", + "for mean, stdev, param in zip(means, stds, params):\n", + " print(f\"Means: {mean}, Stdev: {stdev} with: {param}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [], + "source": [ + "param_grid = dict(momentum=momentum, lr=[0.5], epochs=[10], batch_size=[50])" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best: 0.8106312274932861 using {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.6}\n", + "Means: 0.7681063055992127, Stdev: 0.07126948387780688 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.0}\n", + "Means: 0.7916943550109863, Stdev: 0.06775055550222027 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.1}\n", + "Means: 0.7826134920120239, Stdev: 0.058320759586049764 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.3}\n", + "Means: 0.768327784538269, Stdev: 0.05676278537474388 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.4}\n", + "Means: 0.8106312274932861, Stdev: 0.07324642536016525 with: {'batch_size': 50, 'epochs': 10, 'lr': 0.5, 'momentum': 0.6}\n" + ] + } + ], + "source": [ + "# Create Grid Search\n", + "grid = GridSearchCV(estimator=model, param_grid=param_grid, n_jobs=1)\n", + "grid_result = grid.fit(x_train, y_train)\n", + "\n", + "# Report Results\n", + "print(f\"Best: {grid_result.best_score_} using {grid_result.best_params_}\")\n", + "means = grid_result.cv_results_['mean_test_score']\n", + "stds = grid_result.cv_results_['std_test_score']\n", + "params = grid_result.cv_results_['params']\n", + "for mean, stdev, param in zip(means, stds, params):\n", + " print(f\"Means: {mean}, Stdev: {stdev} with: {param}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train on 212 samples, validate on 91 samples\n", + "Epoch 1/10\n", + "212/212 [==============================] - 6s 26ms/step - loss: 0.7752 - accuracy: 0.4717 - val_loss: 0.5438 - val_accuracy: 0.7912\n", + "Epoch 2/10\n", + "212/212 [==============================] - 0s 394us/step - loss: 0.5398 - accuracy: 0.7594 - val_loss: 0.4437 - val_accuracy: 0.8022\n", + "Epoch 3/10\n", + "212/212 [==============================] - 0s 376us/step - loss: 0.4680 - accuracy: 0.7925 - val_loss: 0.4055 - val_accuracy: 0.8022\n", + "Epoch 4/10\n", + "212/212 [==============================] - 0s 439us/step - loss: 0.4346 - accuracy: 0.7972 - val_loss: 0.3954 - val_accuracy: 0.8242\n", + "Epoch 5/10\n", + "212/212 [==============================] - 0s 474us/step - loss: 0.4151 - accuracy: 0.8019 - val_loss: 0.3817 - val_accuracy: 0.8352\n", + "Epoch 6/10\n", + "212/212 [==============================] - 0s 476us/step - loss: 0.3975 - accuracy: 0.8208 - val_loss: 0.3923 - val_accuracy: 0.8352\n", + "Epoch 7/10\n", + "212/212 [==============================] - 0s 344us/step - loss: 0.4075 - accuracy: 0.8113 - val_loss: 0.3707 - val_accuracy: 0.8462\n", + "Epoch 8/10\n", + "212/212 [==============================] - 0s 558us/step - loss: 0.3879 - accuracy: 0.8255 - val_loss: 0.3612 - val_accuracy: 0.8681\n", + "Epoch 9/10\n", + "212/212 [==============================] - 0s 336us/step - loss: 0.3883 - accuracy: 0.8302 - val_loss: 0.3758 - val_accuracy: 0.8462\n", + "Epoch 10/10\n", + "212/212 [==============================] - 0s 405us/step - loss: 0.3699 - accuracy: 0.8255 - val_loss: 0.3641 - val_accuracy: 0.8571\n" + ] + } + ], + "source": [ + "opt = SGD(lr=0.5, momentum=0.6)\n", + "\n", + "model = Sequential()\n", + "model.add(Dense(5, activation='relu', input_shape=(13,)))\n", + "model.add(Dense(1, activation='sigmoid'))\n", + "model.compile(\n", + " loss='binary_crossentropy', \n", + " optimizer=opt, \n", + " metrics=['accuracy']\n", + " )\n", + "\n", + "history = model.fit(\n", + " x_train, \n", + " y_train, \n", + " validation_data=(x_test, y_test), \n", + " epochs=10,\n", + " batch_size=50,\n", + " verbose=True\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model Accuracy = 0.8571428656578064\n" + ] + } + ], + "source": [ + "score = model.evaluate(x_test, y_test, verbose=0)\n", + "print('Model Accuracy = ',score[1])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernel_info": { + "name": "python3" + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + }, + "nteract": { + "version": "0.15.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Pipfile b/Pipfile new file mode 100644 index 000000000..f353a5894 --- /dev/null +++ b/Pipfile @@ -0,0 +1,20 @@ +[[source]] +name = "pypi" +url = "https://pypi.org/simple" +verify_ssl = true + +[dev-packages] + +[packages] +pandas = "*" +matplotlib = "*" +numpy = "*" +scipy = "*" +sklearn = "*" +ipykernel = "*" +keras = "*" +tensorflow = "*" +wandb = "*" + +[requires] +python_version = "3.7" diff --git a/b/020920212513.csv b/b/020920212513.csv new file mode 100644 index 000000000..e69de29bb diff --git a/b/020920212540.csv b/b/020920212540.csv new file mode 100644 index 000000000..e69de29bb diff --git a/b/020920213345.csv b/b/020920213345.csv new file mode 100644 index 000000000..e69de29bb diff --git a/b/020920213443.csv b/b/020920213443.csv new file mode 100644 index 000000000..e69de29bb diff --git a/b/020920213617.csv b/b/020920213617.csv new file mode 100644 index 000000000..e69de29bb diff --git a/b/020920213724.csv b/b/020920213724.csv new file mode 100644 index 000000000..e69de29bb diff 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Layer:\n", - "### Output Layer:\n", - "### Neuron:\n", - "### Weight:\n", - "### Activation Function:\n", - "### Node Map:\n", - "### Perceptron:\n" + "#### Input Layer: \n", + "The layer that you feed your input data that seizes the input layer\n", + "#### Hidden Layer: \n", + "Most of variations in architecture of NN occur here\n", + "#### Output Layer: \n", + "Prediction of your NN model \n", + "#### Neuron: \n", + "They receive inputs and pass their signal to the next layer of nodes if a certain threshold is reached\n", + "#### Weight: \n", + "Each feature is multipled by this\n", + "#### Activation Function: \n", + "y=step(full input) ex. sigmoid (squishification function to squish between 0 and 1), tanh (similar, but squishes to between -1 and 1), step (1 OR 0), relu (rectified linear unit: basically a max function.. for (0,x) if x is greater than 0 outputs x)\n", + "#### Node Map:\n", + "Visual diagram of the architecture of the NN\n", + "#### Perceptron: \n", + "In machine learning, the perceptron is an algorithm for supervised learning of binary classifiers. A binary classifier is a function which can decide whether or not an input, represented by a vector of numbers, belongs to some specific class\n", + "Uses step function (0 OR 1)\n" ] }, { @@ -77,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 85, "metadata": {}, "outputs": [], "source": [ @@ -92,24 +99,93 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": { - "colab": {}, - "colab_type": "code", - "id": "Sgh7VFGwnXGH" - }, + "execution_count": 86, + "metadata": {}, "outputs": [], "source": [ - "##### Your Code Here #####\n", - "\n" + "per = Perceptron(niter=10000)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 87, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "X = (np.array([data['x1'], data['x2']]).T)\n", + "y = (np.array([data['y']]).T)" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.Perceptron at 0x10fd62f60>" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "per.fit(X,y)" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = per.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'Perceptron' object has no attribute 'weights'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mweights\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'Perceptron' object has no attribute 'weights'" + ] + } + ], + "source": [ + "per.weights" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.75" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.metrics import accuracy_score\n", + "accuracy_score(y_pred,y)" + ] }, { "cell_type": "markdown", @@ -126,7 +202,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 134, "metadata": {}, "outputs": [ { @@ -242,7 +318,7 @@ "4 2.288 33 1 " ] }, - "execution_count": 4, + "execution_count": 134, "metadata": {}, "output_type": "execute_result" } @@ -261,20 +337,87 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 163, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.03355237, 0.82762513, 0.40262844, ..., 0.18789327, 0.00350622,\n", + " 0.27960308],\n", + " [0.008424 , 0.71604034, 0.55598426, ..., 0.22407851, 0.00295683,\n", + " 0.26114412],\n", + " [0.04039768, 0.92409698, 0.32318146, ..., 0.11765825, 0.00339341,\n", + " 0.16159073],\n", + " ...,\n", + " [0.02691539, 0.65135243, 0.38758161, ..., 0.14103664, 0.00131885,\n", + " 0.16149234],\n", + " [0.00665306, 0.83828547, 0.39918356, ..., 0.20025708, 0.00232192,\n", + " 0.31269379],\n", + " [0.00791454, 0.73605211, 0.55401772, ..., 0.24060198, 0.00249308,\n", + " 0.18203439]])" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from sklearn.preprocessing import MinMaxScaler, Normalizer\n", "\n", "feats = list(diabetes)[:-1]\n", + "target = list(diabetes)[-1]\n", + "X = np.array(diabetes[feats])\n", + "y = np.array(diabetes[target])\n", + "\n", + "normy = Normalizer()\n", "\n", - "X = ..." + "normy.fit_transform(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": {}, + "outputs": [], + "source": [ + "per = Perceptron(niter=1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [], + "source": [ + "per.fit(X,y)\n", + "y_pred = per.predict(X)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 174, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.6822916666666666" + ] + }, + "execution_count": 174, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "accuracy_score(y_pred,y)" + ] + }, + { + "cell_type": "code", + "execution_count": 171, "metadata": { "colab": {}, "colab_type": "code", @@ -282,41 +425,48 @@ }, "outputs": [], "source": [ - "##### Update this Class #####\n", "\n", "class Perceptron(object):\n", - " \n", - " def __init__(self, niter = 10):\n", + " def __init__(self, rate = 0.01, niter = 10):\n", + " self.rate = rate\n", " self.niter = niter\n", - " \n", - " def __sigmoid(self, x):\n", - " return None\n", - " \n", - " def __sigmoid_derivative(self, x):\n", - " return None\n", "\n", - " def fit(self, X, y):\n", + " def fit(self, X, y):\n", " \"\"\"Fit training data\n", " X : Training vectors, X.shape : [#samples, #features]\n", " y : Target values, y.shape : [#samples]\n", " \"\"\"\n", "\n", - " # Randomly Initialize Weights\n", - " weights = ...\n", + " # weights\n", + " self.weight = np.zeros(1 + X.shape[1])\n", "\n", - " for i in range(self.niter):\n", - " # Weighted sum of inputs / weights\n", - "\n", - " # Activate!\n", - "\n", - " # Cac error\n", - "\n", - " # Update the Weights\n", + " # Number of misclassifications\n", + " self.errors = [] # Number of misclassifications\n", "\n", + " for i in range(self.niter):\n", + " err = 0\n", + " for xi, target in zip(X, y):\n", + " delta_w = self.rate * (target - self.predict(xi))\n", + " self.weight[1:] += delta_w * xi\n", + " self.weight[0] += delta_w\n", + " err += int(delta_w != 0.0)\n", + " self.errors.append(err)\n", + " return self\n", + " \n", + " for i in range(self.niter):\n", + " weighted_sum = np.dot(X, self.weight)\n", + " activated_output = sigmoid(weighted_sum)\n", + " error = correct_outputs - activated_output\n", + " adjustments = error*sigmoid_derivative(activated_output)\n", + " weights =+ np.dot(X.T, adjustments)\n", + " return weights\n", + " def net_input(self, X):\n", + " \"\"\"Calculate net input\"\"\"\n", + " return np.dot(X, self.weight[1:]) + self.weight[0]\n", "\n", - " def predict(self, X):\n", + " def predict(self, X):\n", " \"\"\"Return class label after unit step\"\"\"\n", - " return None" + " return np.where(self.net_input(X) >= 0.0, 1, 0)" ] }, { @@ -357,9 +507,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/module1-Intro-to-Neural-Networks/LS_DS_421_Intro_to_NN_Lecture.ipynb b/module1-Intro-to-Neural-Networks/LS_DS_421_Intro_to_NN_Lecture.ipynb index 9c6ac8805..4a15b3ca4 100644 --- a/module1-Intro-to-Neural-Networks/LS_DS_421_Intro_to_NN_Lecture.ipynb +++ b/module1-Intro-to-Neural-Networks/LS_DS_421_Intro_to_NN_Lecture.ipynb @@ -1763,9 +1763,9 @@ "version": "0.3.2" }, "kernelspec": { - "display_name": "U4-S2-NNF (Python 3.7)", + "display_name": "Python 3", "language": "python", - "name": "u4-s2-nnf" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1777,7 +1777,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" }, "toc-autonumbering": false, "toc-showcode": false, diff --git a/module2-backpropagation/IMG_1498.jpeg b/module2-backpropagation/IMG_1498.jpeg new file mode 100644 index 000000000..bb81e2003 Binary files /dev/null and b/module2-backpropagation/IMG_1498.jpeg differ diff --git a/module2-backpropagation/LS_DS_422_Backprop_Assignment.ipynb b/module2-backpropagation/LS_DS_422_Backprop_Assignment.ipynb index 307b20385..39a7cc824 100644 --- a/module2-backpropagation/LS_DS_422_Backprop_Assignment.ipynb +++ b/module2-backpropagation/LS_DS_422_Backprop_Assignment.ipynb @@ -31,7 +31,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "colab": {}, "colab_type": "code", @@ -39,81 +39,201 @@ }, "outputs": [], "source": [ - "##### Your Code Here #####" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "colab_type": "text", - "id": "8b-r70o8p2Dm" - }, - "source": [ - "## Try building/training a more complex MLP on a bigger dataset.\n", + "class NeuralNetwork():\n", + " def __init__(self, input_size = 3, hiddenNodes = 4, outputNodes = 1):\n", + "# def __init__(self, input_size, hiddenNodes, outputNodes):\n", + " # Set up Architecture of neural network\n", + " self.input = input_size \n", + " self.hiddenNodes = hiddenNodes\n", + " self.outputNodes = outputNodes\n", + " \n", + " # Initial Weights\n", + " # 2x3 matrix for first layer\n", + " self.weights1 = np.random.randn(self.input, self.hiddenNodes)\n", + " #3x1 matrix for hidden to output layer\n", + " self.weights2 = np.random.randn(self.hiddenNodes, self.outputNodes)\n", + " \n", + " def sigmoid(self, s):\n", + " return 1 / (1 + np.exp(-s))\n", + " \n", + " def sigmoidPrime(self, s):\n", + " return s * (1 - s)\n", + " \n", + " \n", + " \n", + " def feed_forward(self, X):\n", + " \"\"\"\n", + " Calculate the NN inference using feed forawrd\n", + "\n", + " \"\"\"\n", + "\n", + " #weighted sum of inputs and hidden layer\n", + " self.hidden_sum = np.dot(X, self.weights1)\n", + " \n", + " #add bias\n", + "# self.hidden_sum + bias\n", + "\n", + " #Activations of weighted sums\n", + " self.activated_hidden = self.sigmoid(self.hidden_sum)\n", "\n", - "Use the [MNIST dataset](http://yann.lecun.com/exdb/mnist/) to build the cannonical handwriting digit recognizer and see what kind of accuracy you can achieve. \n", + " #Weighted sum between hidden and output\n", + " self.output_sum = np.dot(self.activated_hidden, self.weights2)\n", "\n", - "If you need inspiration, the internet is chalk-full of tutorials, but I want you to see how far you can get on your own first. I've linked to the original MNIST dataset above but it will probably be easier to download data through a neural network library. If you reference outside resources make sure you understand every line of code that you're using from other sources, and share with your fellow students helpful resources that you find.\n", + " # Final Activation of output\n", + " self.activated_output = self.sigmoid(self.output_sum)\n", "\n", "\n", - "### Parts\n", - "1. Gathering & Transforming the Data\n", - "2. Making MNIST a Binary Problem\n", - "3. Estimating your Neural Network (the part you focus on)" + " return self.activated_output\n", + " \n", + " def get_attributes(self):\n", + " \n", + " attributes = ['weights1', 'hidden_sum', 'activated_hidden', 'weights2', 'output']\n", + "\n", + " [print(i + '\\n', getattr(nn,i), '\\n' + '---'*3) for i in dir(nn) if i in attributes]\n", + "\n", + " def backward(self, X, y, o):\n", + " \"\"\"\n", + " Backward propagate through the network\n", + " \"\"\"\n", + " self.o_error = y - o #error in output\n", + " self.o_delta = self.o_error * self.sigmoidPrime(o) # apply derivative of sigmoid to error\n", + "\n", + " self.z2_error = self.o_delta.dot(self.weights2.T) # z2 error: how much our hidden layer weights were off\n", + " self.z2_delta = self.z2_error*self.sigmoidPrime(self.activated_hidden)\n", + "\n", + " self.weights2 += self.activated_hidden.T.dot(self.o_delta) #adjust second set (hidden => output) weights\n", + " self.weights1 += X.T.dot(self.z2_delta) #Adjust first set (input => hidden) weights\n", + "\n", + " def train(self, X, y):\n", + " o = self.feed_forward(X)\n", + " self.backward(X, y, o)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 7, "metadata": {}, + "outputs": [], "source": [ - "### Gathering the Data \n", - "\n", - "`keras` has a handy method to pull the mnist dataset for you. You'll notice that each observation is a 28x28 arrary which represents an image. Although most Neural Network frameworks can handle higher dimensional data, that is more overhead than necessary for us. We need to flatten the image to one long row which will be 784 values (28X28). Basically, you will be appending each row to one another to make on really long row. " + "o = nn.feed_forward(X)" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(7, 1)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "import numpy as np\n", - "from tensorflow.keras.datasets import mnist\n", - "from tensorflow.keras.utils import to_categorical" + "o.shape" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "# input image dimensions\n", - "img_rows, img_cols = 28, 28" + "error = y-o" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7, 1)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y.shape" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7, 1)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "error.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "# the data, split between train and test sets\n", - "(x_train, y_train), (x_test, y_test) = mnist.load_data()" + "delta = nn.sigmoidPrime(o) * error" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7, 1)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "delta.shape" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "x_train = x_train.reshape(x_train.shape[0], img_rows * img_cols)\n", - "x_test = x_test.reshape(x_test.shape[0], img_rows * img_cols)\n", + "import numpy as np\n", + "\n", + "inputs = np.array((\n", + " [0,0,1],\n", + " [0,1,1],\n", + " [1,0,1],\n", + " [0,1,0],\n", + " [1,0,0],\n", + " [1,1,1],\n", + " [0,0,0]), dtype=int)\n", "\n", - "# Normalize Our Data\n", - "x_train = x_train / 255\n", - "x_test = x_test / 255" + "correct_outputs = np.array(([0],[1],[1],[1],[1],[0],[0]), dtype=int)" ] }, { @@ -124,7 +244,7 @@ { "data": { "text/plain": [ - "(60000, 784)" + "(7, 1)" ] }, "execution_count": 16, @@ -133,75 +253,1330 @@ } ], "source": [ - "# Now the data should be in a format you're more familiar with\n", - "x_train.shape" + "correct_outputs.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+---------EPOCH 1---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.75448564]\n", + " [0.83015253]\n", + " [0.80877122]\n", + " [0.86852191]\n", + " [0.84643314]\n", + " [0.86836086]\n", + " [0.79926477]]\n", + "Loss: \n", + " 0.29548702865580545\n", + "+---------EPOCH 2---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.67027097]\n", + " [0.75540415]\n", + " [0.72450101]\n", + " [0.82138617]\n", + " [0.79032768]\n", + " [0.79785176]\n", + " [0.74407791]]\n", + "Loss: \n", + " 0.26443924729965546\n", + "+---------EPOCH 3---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.58365543]\n", + " [0.67156406]\n", + " [0.63243333]\n", + " [0.76810466]\n", + " [0.72781397]\n", + " [0.71355641]\n", + " [0.68575784]]\n", + "Loss: \n", + " 0.24155947480104303\n", + "+---------EPOCH 4---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.52070371]\n", + " [0.60717434]\n", + " [0.56391701]\n", + " [0.72634825]\n", + " [0.67988102]\n", + " [0.64672028]\n", + " [0.64182818]]\n", + "Loss: \n", + " 0.23188067192867517\n", + "+---------EPOCH 5---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.48754538]\n", + " [0.57326568]\n", + " [0.52893274]\n", + " [0.70468043]\n", + " [0.65572619]\n", + " [0.61228241]\n", + " [0.61856046]]\n", + "Loss: \n", + " 0.22927884701657994\n", + "+---------EPOCH 1000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01281127]\n", + " [0.94845839]\n", + " [0.94847746]\n", + " [0.95040989]\n", + " [0.95038272]\n", + " [0.05961547]\n", + " [0.096869 ]]\n", + "Loss: \n", + " 0.0033334140419715957\n", + "+---------EPOCH 2000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00729585]\n", + " [0.96812962]\n", + " [0.9681406 ]\n", + " [0.96890428]\n", + " [0.96887347]\n", + " [0.03214866]\n", + " [0.06528373]]\n", + "Loss: \n", + " 0.0013307540458882474\n", + "+---------EPOCH 3000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00550547]\n", + " [0.9751887 ]\n", + " [0.97519786]\n", + " [0.97569262]\n", + " [0.97566566]\n", + " [0.02332713]\n", + " [0.05250422]]\n", + "Loss: \n", + " 0.0008207020063266282\n", + "+---------EPOCH 4000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00456984]\n", + " [0.97907063]\n", + " [0.979079 ]\n", + " [0.97946167]\n", + " [0.97943846]\n", + " [0.01877659]\n", + " [0.04510488]]\n", + "Loss: \n", + " 0.0005897458712417912\n", + "+---------EPOCH 5000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00397825]\n", + " [0.98160155]\n", + " [0.9816094 ]\n", + " [0.98193178]\n", + " [0.98191166]\n", + " [0.01594055]\n", + " [0.04013047]]\n", + "Loss: \n", + " 0.00045867833444602216\n", + "+---------EPOCH 6000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.0035631 ]\n", + " [0.98341374]\n", + " [0.98342119]\n", + " [0.9837059 ]\n", + " [0.98368824]\n", + " [0.01397927]\n", + " [0.03649353]]\n", + "Loss: \n", + " 0.0003744893342887997\n", + "+---------EPOCH 7000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00325197]\n", + " [0.98479118]\n", + " [0.98479827]\n", + " [0.985057 ]\n", + " [0.98504131]\n", + " [0.01253 ]\n", + " [0.03368633]]\n", + "Loss: \n", + " 0.0003159716330614632\n", + "+---------EPOCH 8000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00300797]\n", + " [0.98588254]\n", + " [0.98588932]\n", + " [0.98612882]\n", + " [0.98611475]\n", + " [0.01140863]\n", + " [0.03143558]]\n", + "Loss: \n", + " 0.00027300342513533646\n", + "+---------EPOCH 9000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00281017]\n", + " [0.98677409]\n", + " [0.98678059]\n", + " [0.98700511]\n", + " [0.98699237]\n", + " [0.01051106]\n", + " [0.02957932]]\n", + "Loss: \n", + " 0.00024015125351640313\n", + "+---------EPOCH 10000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00264574]\n", + " [0.9875197 ]\n", + " [0.98752594]\n", + " [0.98773834]\n", + " [0.98772672]\n", + " [0.00977372]\n", + " [0.02801467]]\n", + "Loss: \n", + " 0.00021424131327154884\n" + ] + } + ], + "source": [ + "X = inputs\n", + "y = correct_outputs \n", + "\n", + "nn = NeuralNetwork()\n", + "\n", + "# Number of Epochs / Iterations\n", + "for i in range(10000):\n", + " if (i+1 in [1,2,3,4,5]) or ((i+1) % 1000 ==0):\n", + " print('+' + '---' * 3 + f'EPOCH {i+1}' + '---'*3 + '+')\n", + " print('Input: \\n', X)\n", + " print('Actual Output: \\n', y)\n", + " print('Predicted Output: \\n', str(nn.feed_forward(X)))\n", + " print(\"Loss: \\n\", str(np.mean(np.square(y - nn.feed_forward(X)))))\n", + " nn.train(X,y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Making MNIST a Binary Problem \n", - "MNIST is multiclass classification problem; however we haven't covered all the necessary techniques to handle this yet. You would need to one-hot encode the target, use a different loss metric, and use softmax activations for the last layer. This is all stuff we'll cover later this week, but let us simply the problem for now: Zero or all else." + "### Gathering the Data \n", + "\n", + "`keras` has a handy method to pull the mnist dataset for you. You'll notice that each observation is a 28x28 arrary which represents an image. Although most Neural Network frameworks can handle higher dimensional data, that is more overhead than necessary for us. We need to flatten the image to one long row which will be 784 values (28X28). Basically, you will be appending each row to one another to make on really long row. " ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 103, "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", - "\n", - "y_temp = np.zeros(y_train.shape)\n", - "y_temp[np.where(y_train == 0.0)[0]] = 1\n", - "y_train = y_temp\n", - "\n", - "y_temp = np.zeros(y_test.shape)\n", - "y_temp[np.where(y_test == 0.0)[0]] = 1\n", - "y_test = y_temp" + "from sklearn.datasets import load_digits\n", + "digits = load_digits()" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 109, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([0., 1., 0., ..., 0., 0., 0.])" + "{'data': array([[ 0., 0., 5., ..., 0., 0., 0.],\n", + " [ 0., 0., 0., ..., 10., 0., 0.],\n", + " [ 0., 0., 0., ..., 16., 9., 0.],\n", + " ...,\n", + " [ 0., 0., 1., ..., 6., 0., 0.],\n", + " [ 0., 0., 2., ..., 12., 0., 0.],\n", + " [ 0., 0., 10., ..., 12., 1., 0.]]),\n", + " 'target': array([0, 1, 2, ..., 8, 9, 8]),\n", + " 'target_names': array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),\n", + " 'images': array([[[ 0., 0., 5., ..., 1., 0., 0.],\n", + " [ 0., 0., 13., ..., 15., 5., 0.],\n", + " [ 0., 3., 15., ..., 11., 8., 0.],\n", + " ...,\n", + " [ 0., 4., 11., ..., 12., 7., 0.],\n", + " [ 0., 2., 14., ..., 12., 0., 0.],\n", + " [ 0., 0., 6., ..., 0., 0., 0.]],\n", + " \n", + " [[ 0., 0., 0., ..., 5., 0., 0.],\n", + " [ 0., 0., 0., ..., 9., 0., 0.],\n", + " [ 0., 0., 3., ..., 6., 0., 0.],\n", + " ...,\n", + " [ 0., 0., 1., ..., 6., 0., 0.],\n", + " [ 0., 0., 1., ..., 6., 0., 0.],\n", + " [ 0., 0., 0., ..., 10., 0., 0.]],\n", + " \n", + " [[ 0., 0., 0., ..., 12., 0., 0.],\n", + " [ 0., 0., 3., ..., 14., 0., 0.],\n", + " [ 0., 0., 8., ..., 16., 0., 0.],\n", + " ...,\n", + " [ 0., 9., 16., ..., 0., 0., 0.],\n", + " [ 0., 3., 13., ..., 11., 5., 0.],\n", + " [ 0., 0., 0., ..., 16., 9., 0.]],\n", + " \n", + " ...,\n", + " \n", + " [[ 0., 0., 1., ..., 1., 0., 0.],\n", + " [ 0., 0., 13., ..., 2., 1., 0.],\n", + " [ 0., 0., 16., ..., 16., 5., 0.],\n", + " ...,\n", + " [ 0., 0., 16., ..., 15., 0., 0.],\n", + " [ 0., 0., 15., ..., 16., 0., 0.],\n", + " [ 0., 0., 2., ..., 6., 0., 0.]],\n", + " \n", + " [[ 0., 0., 2., ..., 0., 0., 0.],\n", + " [ 0., 0., 14., ..., 15., 1., 0.],\n", + " [ 0., 4., 16., ..., 16., 7., 0.],\n", + " ...,\n", + " [ 0., 0., 0., ..., 16., 2., 0.],\n", + " [ 0., 0., 4., ..., 16., 2., 0.],\n", + " [ 0., 0., 5., ..., 12., 0., 0.]],\n", + " \n", + " [[ 0., 0., 10., ..., 1., 0., 0.],\n", + " [ 0., 2., 16., ..., 1., 0., 0.],\n", + " [ 0., 0., 15., ..., 15., 0., 0.],\n", + " ...,\n", + " [ 0., 4., 16., ..., 16., 6., 0.],\n", + " [ 0., 8., 16., ..., 16., 8., 0.],\n", + " [ 0., 1., 8., ..., 12., 1., 0.]]]),\n", + " 'DESCR': \".. _digits_dataset:\\n\\nOptical recognition of handwritten digits dataset\\n--------------------------------------------------\\n\\n**Data Set Characteristics:**\\n\\n :Number of Instances: 5620\\n :Number of Attributes: 64\\n :Attribute Information: 8x8 image of integer pixels in the range 0..16.\\n :Missing Attribute Values: None\\n :Creator: E. Alpaydin (alpaydin '@' boun.edu.tr)\\n :Date: July; 1998\\n\\nThis is a copy of the test set of the UCI ML hand-written digits datasets\\nhttp://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits\\n\\nThe data set contains images of hand-written digits: 10 classes where\\neach class refers to a digit.\\n\\nPreprocessing programs made available by NIST were used to extract\\nnormalized bitmaps of handwritten digits from a preprinted form. From a\\ntotal of 43 people, 30 contributed to the training set and different 13\\nto the test set. 32x32 bitmaps are divided into nonoverlapping blocks of\\n4x4 and the number of on pixels are counted in each block. This generates\\nan input matrix of 8x8 where each element is an integer in the range\\n0..16. This reduces dimensionality and gives invariance to small\\ndistortions.\\n\\nFor info on NIST preprocessing routines, see M. D. Garris, J. L. Blue, G.\\nT. Candela, D. L. Dimmick, J. Geist, P. J. Grother, S. A. Janet, and C.\\nL. Wilson, NIST Form-Based Handprint Recognition System, NISTIR 5469,\\n1994.\\n\\n.. topic:: References\\n\\n - C. Kaynak (1995) Methods of Combining Multiple Classifiers and Their\\n Applications to Handwritten Digit Recognition, MSc Thesis, Institute of\\n Graduate Studies in Science and Engineering, Bogazici University.\\n - E. Alpaydin, C. Kaynak (1998) Cascading Classifiers, Kybernetika.\\n - Ken Tang and Ponnuthurai N. Suganthan and Xi Yao and A. Kai Qin.\\n Linear dimensionalityreduction using relevance weighted LDA. School of\\n Electrical and Electronic Engineering Nanyang Technological University.\\n 2005.\\n - Claudio Gentile. A New Approximate Maximal Margin Classification\\n Algorithm. NIPS. 2000.\"}" ] }, - "execution_count": 40, + "execution_count": 109, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# A Nice Binary target for ya to work with\n", - "y_train" + "digits" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 104, "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1797, 64)" + ] + }, + "execution_count": 104, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "### Estimating Your `net" + "X = digits.data\n", + "X.shape" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "colab": {}, - "colab_type": "code", - "id": "5MOPtYdk1HgA" - }, + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1797, 1)" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = digits.target.reshape(-1,1)\n", + "y.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, "outputs": [], "source": [ - "##### Your Code Here #####\n", - "\n" + "mnist_nn = NeuralNetwork(input_size = 64, hiddenNodes = 65, outputNodes = 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1797,)" + ] + }, + "execution_count": 117, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "row_sums.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+---------EPOCH 1---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[0.9970268 ]\n", + " [0.99608999]\n", + " [0.99656923]\n", + " ...\n", + " [0.99557341]\n", + " [0.99578569]\n", + " [0.99564791]]\n", + "Loss: \n", + " 0.9065510719228732\n", + "+---------EPOCH 2---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 3---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 4---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 5---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 50---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 100---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 150---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 200---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 250---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 300---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 350---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 400---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 450---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 500---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 550---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 600---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 650---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 700---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 750---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 800---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 850---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 900---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 950---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n", + "+---------EPOCH 1000---------+\n", + "Input: \n", + " [[0. 0. 0.0170068 ... 0. 0. 0. ]\n", + " [0. 0. 0. ... 0.03194888 0. 0. ]\n", + " [0. 0. 0. ... 0.04651163 0.02616279 0. ]\n", + " ...\n", + " [0. 0. 0.0026738 ... 0.01604278 0. 0. ]\n", + " [0. 0. 0.00581395 ... 0.03488372 0. 0. ]\n", + " [0. 0. 0.0255102 ... 0.03061224 0.00255102 0. ]]\n", + "Actual Output: \n", + " [[0. ]\n", + " [0.01]\n", + " [0.02]\n", + " ...\n", + " [0.08]\n", + " [0.09]\n", + " [0.08]]\n", + "Predicted Output: \n", + " [[4.85193697e-40]\n", + " [1.70736223e-40]\n", + " [2.07983445e-40]\n", + " ...\n", + " [1.56745479e-40]\n", + " [2.26794766e-40]\n", + " [1.96398662e-40]]\n", + "Loss: \n", + " 0.0028372843628269345\n" + ] + } + ], + "source": [ + "# Normalize\n", + "row_sums = X.sum(axis=1)\n", + "\n", + "#reshapes row_sum from (1797,) to (1797, 1)\n", + "X = X / row_sums[:, np.newaxis]\n", + "y = y /100\n", + "\n", + "\n", + "for i in range(1000):\n", + " if (i+1 in [1,2,3,4,5]) or ((i+1) % 50 ==0):\n", + " print('+' + '---' * 3 + f'EPOCH {i+1}' + '---'*3 + '+')\n", + " print('Input: \\n', X)\n", + " print('Actual Output: \\n', y)\n", + " print('Predicted Output: \\n', str(mnist_nn.feed_forward(X)))\n", + " print(\"Loss: \\n\", str(np.mean(np.square(y - mnist_nn.feed_forward(X)))))\n", + " mnist_nn.train(X, y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Making MNIST a Binary Problem \n", + "MNIST is multiclass classification problem; however we haven't covered all the necessary techniques to handle this yet. You would need to one-hot encode the target, use a different loss metric, and use softmax activations for the last layer. This is all stuff we'll cover later this week, but let us simply the problem for now: Zero or all else." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Estimating Your `net" ] }, { @@ -242,9 +1617,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/module2-backpropagation/LS_DS_422_Gradient_Descent_Backprop_Lecture.ipynb b/module2-backpropagation/LS_DS_422_Gradient_Descent_Backprop_Lecture.ipynb index 8e64e1c37..493a649b5 100644 --- a/module2-backpropagation/LS_DS_422_Gradient_Descent_Backprop_Lecture.ipynb +++ b/module2-backpropagation/LS_DS_422_Gradient_Descent_Backprop_Lecture.ipynb @@ -1474,10 +1474,2521 @@ "plt.show() " ] }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "class NeuralNetwork():\n", + " def __init__(self, input_size = 3, hiddenNodes = 4, outputNodes = 1):\n", + "# def __init__(self, input_size, hiddenNodes, outputNodes):\n", + " # Set up Architecture of neural network\n", + " self.input = input_size \n", + " self.hiddenNodes = hiddenNodes\n", + " self.outputNodes = outputNodes\n", + " \n", + " # Initial Weights\n", + " # 2x3 matrix for first layer\n", + " self.weights1 = np.random.randn(self.input, self.hiddenNodes)\n", + " #3x1 matrix for hidden to output layer\n", + " self.weights2 = np.random.randn(self.hiddenNodes, self.outputNodes)\n", + " \n", + " def sigmoid(self, s):\n", + " return 1 / (1 + np.exp(-s))\n", + " \n", + " def sigmoidPrime(self, s):\n", + " return s * (1 - s)\n", + " \n", + " \n", + " \n", + " def feed_forward(self, X):\n", + " \"\"\"\n", + " Calculate the NN inference using feed forawrd\n", + "\n", + " \"\"\"\n", + "\n", + " #weighted sum of inputs and hidden layer\n", + " self.hidden_sum = np.dot(X, self.weights1)\n", + " \n", + " #add bias\n", + "# self.hidden_sum + bias\n", + "\n", + " #Activations of weighted sums\n", + " self.activated_hidden = self.sigmoid(self.hidden_sum)\n", + "\n", + " #Weighted sum between hidden and output\n", + " self.output_sum = np.dot(self.activated_hidden, self.weights2)\n", + "\n", + " # Final Activation of output\n", + " self.activated_output = self.sigmoid(self.output_sum)\n", + "\n", + "\n", + " return self.activated_output\n", + " \n", + " def get_attributes(self):\n", + " \n", + " attributes = ['weights1', 'hidden_sum', 'activated_hidden', 'weights2', 'output']\n", + "\n", + " [print(i + '\\n', getattr(nn,i), '\\n' + '---'*3) for i in dir(nn) if i in attributes]\n", + "\n", + " def backward(self, X, y, o):\n", + " \"\"\"\n", + " Backward propagate through the network\n", + " \"\"\"\n", + " self.o_error = y - o #error in output\n", + " self.o_delta = self.o_error * self.sigmoidPrime(o) # apply derivative of sigmoid to error\n", + "\n", + " self.z2_error = self.o_delta.dot(self.weights2.T) # z2 error: how much our hidden layer weights were off\n", + " self.z2_delta = self.z2_error*self.sigmoidPrime(self.activated_hidden)\n", + "\n", + " self.weights2 += self.activated_hidden.T.dot(self.o_delta) #adjust second set (hidden => output) weights\n", + " self.weights1 += X.T.dot(self.z2_delta) #Adjust first set (input => hidden) weights\n", + "\n", + " def train(self, X, y):\n", + " o = self.feed_forward(X)\n", + " self.backward(X, y, o)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "inputs = np.array(([0,0,1],\n", + " [0,1,1],\n", + " [1,0,1],\n", + " [0,1,0],\n", + " [1,0,0],\n", + " [1,1,1],\n", + " [0,0,0]), dtype=int)\n", + "\n", + "correct_outputs = np.array(([0], [1], [1], [1], [1], [0], [0]), dtype=int)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+---------EPOCH 1---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.08809452]\n", + " [0.07443941]\n", + " [0.14628227]\n", + " [0.11753982]\n", + " [0.24677988]\n", + " [0.12046666]\n", + " [0.1619759 ]]\n", + "Loss: \n", + " 0.42572599489880336\n", + "+---------EPOCH 2---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.11716401]\n", + " [0.10163968]\n", + " [0.19859819]\n", + " [0.15632283]\n", + " [0.31800726]\n", + " [0.16604748]\n", + " [0.20652951]]\n", + "Loss: \n", + " 0.38716500031547463\n", + "+---------EPOCH 3---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.15616676]\n", + " [0.13847635]\n", + " [0.26340089]\n", + " [0.20740137]\n", + " [0.40015347]\n", + " [0.22313228]\n", + " [0.26378995]]\n", + "Loss: \n", + " 0.34522727196482034\n", + "+---------EPOCH 4---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.20282621]\n", + " [0.18268121]\n", + " [0.33258885]\n", + " [0.26754028]\n", + " [0.48289829]\n", + " [0.28399094]\n", + " [0.32941661]]\n", + "Loss: \n", + " 0.3068062424640893\n", + "+---------EPOCH 5---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.25070292]\n", + " [0.22807557]\n", + " [0.39571271]\n", + " [0.32892513]\n", + " [0.55524979]\n", + " [0.33884294]\n", + " [0.39417451]]\n", + "Loss: \n", + " 0.27745924687112344\n", + "+---------EPOCH 50---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.2269844 ]\n", + " [0.50161998]\n", + " [0.63369526]\n", + " [0.71017725]\n", + " [0.79678548]\n", + " [0.60918192]\n", + " [0.41771406]]\n", + "Loss: \n", + " 0.15785210448936532\n", + "+---------EPOCH 100---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.13027277]\n", + " [0.63581358]\n", + " [0.75273856]\n", + " [0.82930367]\n", + " [0.84479504]\n", + " [0.60190044]\n", + " [0.25601818]]\n", + "Loss: \n", + " 0.09882803328354739\n", + "+---------EPOCH 150---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.08399223]\n", + " [0.75633653]\n", + " [0.82301851]\n", + " [0.89015236]\n", + " [0.87613069]\n", + " [0.56998649]\n", + " [0.19188517]]\n", + "Loss: \n", + " 0.06955195198050805\n", + "+---------EPOCH 200---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.05947015]\n", + " [0.82221627]\n", + " [0.8613369 ]\n", + " [0.91768506]\n", + " [0.90198064]\n", + " [0.54620878]\n", + " [0.15483496]]\n", + "Loss: \n", + " 0.056153236494324146\n", + "+---------EPOCH 250---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.0459016 ]\n", + " [0.85817063]\n", + " [0.88398491]\n", + " [0.93256581]\n", + " [0.91913151]\n", + " [0.53296012]\n", + " [0.1308766 ]]\n", + "Loss: \n", + " 0.049706326371578256\n", + "+---------EPOCH 300---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.03754925]\n", + " [0.88027804]\n", + " [0.89892426]\n", + " [0.94190764]\n", + " [0.93060349]\n", + " [0.52509892]\n", + " [0.11443979]]\n", + "Loss: \n", + " 0.04613936317973373\n", + "+---------EPOCH 350---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.03190334]\n", + " [0.89524908]\n", + " [0.90959416]\n", + " [0.94837184]\n", + " [0.93871128]\n", + " [0.52000495]\n", + " [0.10251495]]\n", + "Loss: \n", + " 0.043928576457659\n", + "+---------EPOCH 400---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.02780941]\n", + " [0.90610893]\n", + " [0.91765022]\n", + " [0.95314317]\n", + " [0.9447331 ]\n", + " [0.51646176]\n", + " [0.09345512]]\n", + "Loss: \n", + " 0.04244099793693173\n", + "+---------EPOCH 450---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.02468081]\n", + " [0.91438604]\n", + " [0.92398215]\n", + " [0.95682721]\n", + " [0.94938395]\n", + " [0.51385851]\n", + " [0.08631747]]\n", + "Loss: \n", + " 0.04137782205906881\n", + "+---------EPOCH 500---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.02219119]\n", + " [0.92093007]\n", + " [0.9291108 ]\n", + " [0.95976635]\n", + " [0.95308626]\n", + " [0.51186096]\n", + " [0.08053161]]\n", + "Loss: \n", + " 0.040582344679508865\n", + "+---------EPOCH 550---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.02014493]\n", + " [0.92625009]\n", + " [0.93336174]\n", + " [0.96216916]\n", + " [0.95610336]\n", + " [0.51027217]\n", + " [0.07573421]]\n", + "Loss: \n", + " 0.03996528194325894\n", + "+---------EPOCH 600---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01841728]\n", + " [0.93066939]\n", + " [0.93694897]\n", + " [0.96416996]\n", + " [0.95860705]\n", + " [0.50896845]\n", + " [0.0716835 ]]\n", + "Loss: \n", + " 0.03947227703376225\n", + "+---------EPOCH 650---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01692444]\n", + " [0.93440283]\n", + " [0.94001864]\n", + " [0.96585896]\n", + " [0.96071356]\n", + " [0.50786751]\n", + " [0.0682125 ]]\n", + "Loss: \n", + " 0.03906836876499144\n", + "+---------EPOCH 700---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01560732]\n", + " [0.93759807]\n", + " [0.94267331]\n", + " [0.9672985 ]\n", + " [0.96250359]\n", + " [0.50691129]\n", + " [0.06520241]]\n", + "Loss: \n", + " 0.038729959581834804\n", + "+---------EPOCH 750---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01442226]\n", + " [0.94035883]\n", + " [0.94498591]\n", + " [0.96853227]\n", + " [0.96403399]\n", + " [0.50605588]\n", + " [0.06256662]]\n", + "Loss: \n", + " 0.03844036057480106\n", + "+---------EPOCH 800---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01333529]\n", + " [0.94275834]\n", + " [0.94700786]\n", + " [0.96959065]\n", + " [0.96534457]\n", + " [0.50526491]\n", + " [0.06024092]]\n", + "Loss: \n", + " 0.03818713354515831\n", + "+---------EPOCH 850---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01231829]\n", + " [0.94484669]\n", + " [0.94877332]\n", + " [0.97049354]\n", + " [0.96646187]\n", + " [0.50450423]\n", + " [0.0581773 ]]\n", + "Loss: \n", + " 0.037960336380394935\n", + "+---------EPOCH 900---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01134597]\n", + " [0.94665405]\n", + " [0.95030021]\n", + " [0.9712514 ]\n", + " [0.96740067]\n", + " [0.50373598]\n", + " [0.05634019]]\n", + "Loss: \n", + " 0.03775113461323121\n", + "+---------EPOCH 950---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.01039313]\n", + " [0.948189 ]\n", + " [0.9515871 ]\n", + " [0.97186414]\n", + " [0.96816291]\n", + " [0.50290959]\n", + " [0.05470439]]\n", + "Loss: \n", + " 0.03755029411742707\n", + "+---------EPOCH 1000---------+\n", + "Input: \n", + " [[0 0 1]\n", + " [0 1 1]\n", + " [1 0 1]\n", + " [0 1 0]\n", + " [1 0 0]\n", + " [1 1 1]\n", + " [0 0 0]]\n", + "Actual Output: \n", + " [[0]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [1]\n", + " [0]\n", + " [0]]\n", + "Predicted Output: \n", + " [[0.00943112]\n", + " [0.94942904]\n", + " [0.95260224]\n", + " [0.97231655]\n", + " [0.96873249]\n", + " [0.50194338]\n", + " [0.05325484]]\n", + "Loss: \n", + " 0.03734574018774351\n" + ] + } + ], + "source": [ + "nn = NeuralNetwork(input_size = 3, hiddenNodes = 4, outputNodes = 1)\n", + "\n", + "X = inputs\n", + "y = correct_outputs\n", + "\n", + "for i in range(1000):\n", + " if (i+1 in [1,2,3,4,5]) or ((i+1) % 50 ==0):\n", + " print('+' + '---' * 3 + f'EPOCH {i+1}' + '---'*3 + '+')\n", + " print('Input: \\n', X)\n", + " print('Actual Output: \\n', y)\n", + " print('Predicted Output: \\n', str(nn.feed_forward(X)))\n", + " print(\"Loss: \\n\", str(np.mean(np.square(y - nn.feed_forward(X)))))\n", + " nn.train(X, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "##### Your Code Here #####\n", + "from sklearn.datasets import load_digits\n", + "digits = load_digits()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1797, 64)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = digits.data\n", + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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"execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "pd.DataFrame(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1797, 1)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = (digits.target).reshape(-1,1)\n", + "y.shape" + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ + "\n", "## Challenge\n", "\n", "This is a reference implementation for you to explore. You will not be expected to apply it to today's module project. " @@ -1486,9 +3997,9 @@ ], "metadata": { "kernelspec": { - "display_name": "U4-S2-NNF (Python 3.7)", + "display_name": "Python 3", "language": "python", - "name": "u4-s2-nnf" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1500,7 +4011,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" } }, "nbformat": 4, diff --git a/module2-backpropagation/Untitled.ipynb b/module2-backpropagation/Untitled.ipynb new file mode 100644 index 000000000..3bd14d482 --- /dev/null +++ b/module2-backpropagation/Untitled.ipynb @@ -0,0 +1,459 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import absolute_import, division, print_function, unicode_literals" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "import matplotlib as mpl\n", + "\n", + "import IPython.display as display\n", + "import PIL.Image\n", + "\n", + "from tensorflow.keras.preprocessing import image" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "url = ('https://lh3.googleusercontent.com/U2HzXlacQAfKcnjpaVIewK9o0gEFa2V0W7yGFRCwcVFBg_vZQfBv_c3GGy9Ol8jPCaNmid4=s85')\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Image cc-by: Von.grzanka" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Download an image and read it into a NumPy array.\n", + "def download(url, max_dim=None):\n", + " name = url.split('/')[-1]\n", + " image_path = tf.keras.utils.get_file(name, origin=url)\n", + " img = PIL.Image.open(image_path)\n", + " if max_dim:\n", + " img.thumbnail((max_dim, max_dim))\n", + " return np.array(img)\n", + "\n", + "# Normalize an image\n", + "def deprocess(img):\n", + " img = 255*(img + 1.0)/2.0\n", + " return tf.cast(img, tf.uint8)\n", + "\n", + "# Display an image\n", + "def show(img):\n", + " display.display(PIL.Image.fromarray(np.array(img)))\n", + "\n", + "# Downsizing the image makes it easier to work with.\n", + "original_img = download(url, max_dim=500)\n", + "show(original_img)\n", + "display.display(display.HTML('Image cc-by: Von.grzanka'))" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "base_model = tf.keras.applications.InceptionV3(include_top=False, weights='imagenet')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "# Maximize the activations of these layers\n", + "names = ['mixed3', 'mixed5']\n", + "layers = [base_model.get_layer(name).output for name in names]\n", + "\n", + "# Create the feature extraction model\n", + "dream_model = tf.keras.Model(inputs=base_model.input, outputs=layers)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "def calc_loss(img, model):\n", + " # Pass forward the image through the model to retrieve the activations.\n", + " # Converts the image into a batch of size 1.\n", + " img_batch = tf.expand_dims(img, axis=0)\n", + " layer_activations = model(img_batch)\n", + " if len(layer_activations) == 1:\n", + " layer_activations = [layer_activations]\n", + "\n", + " losses = []\n", + " for act in layer_activations:\n", + " loss = tf.math.reduce_mean(act)\n", + " losses.append(loss)\n", + "\n", + " return tf.reduce_sum(losses)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [], + "source": [ + "class DeepDream(tf.Module):\n", + " def __init__(self, model):\n", + " self.model = model\n", + "\n", + " @tf.function(\n", + " input_signature=(\n", + " tf.TensorSpec(shape=[None,None,3], dtype=tf.float32),\n", + " tf.TensorSpec(shape=[], dtype=tf.int32),\n", + " tf.TensorSpec(shape=[], dtype=tf.float32),)\n", + " )\n", + " def __call__(self, img, steps, step_size):\n", + " print(\"Tracing\")\n", + " loss = tf.constant(0.0)\n", + " for n in tf.range(steps):\n", + " with tf.GradientTape() as tape:\n", + " # This needs gradients relative to `img`\n", + " # `GradientTape` only watches `tf.Variable`s by default\n", + " tape.watch(img)\n", + " loss = calc_loss(img, self.model)\n", + "\n", + " # Calculate the gradient of the loss with respect to the pixels of the input image.\n", + " gradients = tape.gradient(loss, img)\n", + "\n", + " # Normalize the gradients.\n", + " gradients /= tf.math.reduce_std(gradients) + 1e-8 \n", + " \n", + " # In gradient ascent, the \"loss\" is maximized so that the input image increasingly \"excites\" the layers.\n", + " # You can update the image by directly adding the gradients (because they're the same shape!)\n", + " img = img + gradients*step_size\n", + " img = tf.clip_by_value(img, -1, 1)\n", + "\n", + " return loss, img" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "deepdream = DeepDream(dream_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "def run_deep_dream_simple(img, steps=100, step_size=0.01):\n", + " # Convert from uint8 to the range expected by the model.\n", + " img = tf.keras.applications.inception_v3.preprocess_input(img)\n", + " img = tf.convert_to_tensor(img)\n", + " step_size = tf.convert_to_tensor(step_size)\n", + " steps_remaining = steps\n", + " step = 0\n", + " while steps_remaining:\n", + " if steps_remaining>100:\n", + " run_steps = tf.constant(100)\n", + " else:\n", + " run_steps = tf.constant(steps_remaining)\n", + " steps_remaining -= run_steps\n", + " step += run_steps\n", + "\n", + " loss, img = deepdream(img, run_steps, tf.constant(step_size))\n", + " \n", + " display.clear_output(wait=True)\n", + " show(deprocess(img))\n", + " print (\"Step {}, loss {}\".format(step, loss))\n", + "\n", + "\n", + " result = deprocess(img)\n", + " display.clear_output(wait=True)\n", + " show(result)\n", + "\n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'run_deep_dream_simple' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m dream_img = run_deep_dream_simple(img=original_img, \n\u001b[0m\u001b[1;32m 2\u001b[0m steps=100, step_size=0.01)\n", + "\u001b[0;31mNameError\u001b[0m: name 'run_deep_dream_simple' is not defined" + ] + } + ], + "source": [ + "dream_img = run_deep_dream_simple(img=original_img, \n", + " steps=100, step_size=0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "start = time.time()\n", + "\n", + "OCTAVE_SCALE = 1.30\n", + "\n", + "img = tf.constant(np.array(original_img))\n", + "base_shape = tf.shape(img)[:-1]\n", + "float_base_shape = tf.cast(base_shape, tf.float32)\n", + "\n", + "for n in range(-2, 3):\n", + " new_shape = tf.cast(float_base_shape*(OCTAVE_SCALE**n), tf.int32)\n", + "\n", + " img = tf.image.resize(img, new_shape).numpy()\n", + "\n", + " img = run_deep_dream_simple(img=img, steps=50, step_size=0.01)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)\n", + "\n", + "end = time.time()\n", + "end-start" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def random_roll(img, maxroll):\n", + " # Randomly shift the image to avoid tiled boundaries.\n", + " shift = tf.random.uniform(shape=[2], minval=-maxroll, maxval=maxroll, dtype=tf.int32)\n", + " shift_down, shift_right = shift[0],shift[1] \n", + " img_rolled = tf.roll(tf.roll(img, shift_right, axis=1), shift_down, axis=0)\n", + " return shift_down, shift_right, img_rolled" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "shift_down, shift_right, img_rolled = random_roll(np.array(original_img), 512)\n", + "show(img_rolled)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "class TiledGradients(tf.Module):\n", + " def __init__(self, model):\n", + " self.model = model\n", + "\n", + " @tf.function(\n", + " input_signature=(\n", + " tf.TensorSpec(shape=[None,None,3], dtype=tf.float32),\n", + " tf.TensorSpec(shape=[], dtype=tf.int32),)\n", + " )\n", + " def __call__(self, img, tile_size=512):\n", + " shift_down, shift_right, img_rolled = random_roll(img, tile_size)\n", + "\n", + " # Initialize the image gradients to zero.\n", + " gradients = tf.zeros_like(img_rolled)\n", + " \n", + " # Skip the last tile, unless there's only one tile.\n", + " xs = tf.range(0, img_rolled.shape[0], tile_size)[:-1]\n", + " if not tf.cast(len(xs), bool):\n", + " xs = tf.constant([0])\n", + " ys = tf.range(0, img_rolled.shape[1], tile_size)[:-1]\n", + " if not tf.cast(len(ys), bool):\n", + " ys = tf.constant([0])\n", + "\n", + " for x in xs:\n", + " for y in ys:\n", + " # Calculate the gradients for this tile.\n", + " with tf.GradientTape() as tape:\n", + " # This needs gradients relative to `img_rolled`.\n", + " # `GradientTape` only watches `tf.Variable`s by default.\n", + " tape.watch(img_rolled)\n", + "\n", + " # Extract a tile out of the image.\n", + " img_tile = img_rolled[x:x+tile_size, y:y+tile_size]\n", + " loss = calc_loss(img_tile, self.model)\n", + "\n", + " # Update the image gradients for this tile.\n", + " gradients = gradients + tape.gradient(loss, img_rolled)\n", + "\n", + " # Undo the random shift applied to the image and its gradients.\n", + " gradients = tf.roll(tf.roll(gradients, -shift_right, axis=1), -shift_down, axis=0)\n", + "\n", + " # Normalize the gradients.\n", + " gradients /= tf.math.reduce_std(gradients) + 1e-8 \n", + "\n", + " return gradients " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "get_tiled_gradients = TiledGradients(dream_model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def run_deep_dream_with_octaves(img, steps_per_octave=100, step_size=0.01, \n", + " octaves=range(-2,3), octave_scale=1.3):\n", + " base_shape = tf.shape(img)\n", + " img = tf.keras.preprocessing.image.img_to_array(img)\n", + " img = tf.keras.applications.inception_v3.preprocess_input(img)\n", + "\n", + " initial_shape = img.shape[:-1]\n", + " img = tf.image.resize(img, initial_shape)\n", + " for octave in octaves:\n", + " # Scale the image based on the octave\n", + " new_size = tf.cast(tf.convert_to_tensor(base_shape[:-1]), tf.float32)*(octave_scale**octave)\n", + " img = tf.image.resize(img, tf.cast(new_size, tf.int32))\n", + "\n", + " for step in range(steps_per_octave):\n", + " gradients = get_tiled_gradients(img)\n", + " img = img + gradients*step_size\n", + " img = tf.clip_by_value(img, -1, 1)\n", + "\n", + " if step % 10 == 0:\n", + " display.clear_output(wait=True)\n", + " show(deprocess(img))\n", + " print (\"Octave {}, Step {}\".format(octave, step))\n", + " \n", + " result = deprocess(img)\n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.01)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/module3-Intro-to-Keras/IMG_1498.jpeg b/module3-Intro-to-Keras/IMG_1498.jpeg new file mode 100644 index 000000000..bb81e2003 Binary files /dev/null and b/module3-Intro-to-Keras/IMG_1498.jpeg differ diff --git a/module3-Intro-to-Keras/LS_DS_423_Keras_Assignment.ipynb b/module3-Intro-to-Keras/LS_DS_423_Keras_Assignment.ipynb index 2457723b2..b95a774f4 100644 --- a/module3-Intro-to-Keras/LS_DS_423_Keras_Assignment.ipynb +++ b/module3-Intro-to-Keras/LS_DS_423_Keras_Assignment.ipynb @@ -32,15 +32,304 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "colab": {}, "colab_type": "code", "id": "8NLTAR87uYJ-" }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n", + "Using TensorFlow backend.\n" + ] + } + ], + "source": [ + "import tensorflow as tf\n", + "from tensorflow import keras\n", + "from keras.datasets import boston_housing\n", + "\n", + "(x_train, y_train), (x_test, y_test) = boston_housing.load_data()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((404, 13), (102, 13), (404,), (102,))" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# input_shape = 13\n", + "x_train.shape, x_test.shape, y_train.shape, y_test.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, "outputs": [], "source": [ - "##### Your Code Here #####" + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "Scaler = MinMaxScaler()\n", + "\n", + "x_train = Scaler.fit_transform(x_train)\n", + "x_test = Scaler.fit_transform(x_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "from keras.models import Sequential\n", + "from keras.layers import Dense\n", + "\n", + "boston_model = Sequential()\n", + "boston_model.add(Dense(64, input_shape=(13,), activation='relu'))\n", + "boston_model.add(Dense(64, activation='relu'))\n", + "# Don't use activation function on last layer because we don't want it to be bound\n", + "boston_model.add(Dense(1))\n", + "boston_model.compile(loss='mean_squared_error', optimizer='adam', metrics=['mse'])" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model: \"sequential_6\"\n", + "_________________________________________________________________\n", + "Layer (type) Output Shape Param # \n", + "=================================================================\n", + "dense_16 (Dense) (None, 64) 896 \n", + "_________________________________________________________________\n", + "dense_17 (Dense) (None, 64) 4160 \n", + "_________________________________________________________________\n", + "dense_18 (Dense) (None, 1) 65 \n", + "=================================================================\n", + "Total params: 5,121\n", + "Trainable params: 5,121\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "boston_model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train on 404 samples, validate on 102 samples\n", + "Epoch 1/50\n", + "404/404 [==============================] - 0s 519us/step - loss: 588.4854 - mse: 588.4854 - val_loss: 610.5839 - val_mse: 610.5839\n", + "Epoch 2/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 576.4037 - mse: 576.4037 - val_loss: 598.4999 - val_mse: 598.4998\n", + "Epoch 3/50\n", + "404/404 [==============================] - 0s 23us/step - loss: 564.6424 - mse: 564.6424 - val_loss: 586.3249 - val_mse: 586.3249\n", + "Epoch 4/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 552.6990 - mse: 552.6990 - val_loss: 573.5997 - val_mse: 573.5997\n", + "Epoch 5/50\n", + "404/404 [==============================] - 0s 24us/step - loss: 540.2160 - mse: 540.2160 - val_loss: 559.8668 - val_mse: 559.8667\n", + "Epoch 6/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 526.4949 - mse: 526.4949 - val_loss: 544.4786 - val_mse: 544.4786\n", + "Epoch 7/50\n", + "404/404 [==============================] - 0s 25us/step - loss: 510.6022 - mse: 510.6021 - val_loss: 526.7759 - val_mse: 526.7759\n", + "Epoch 8/50\n", + "404/404 [==============================] - 0s 30us/step - loss: 492.5735 - mse: 492.5735 - val_loss: 506.3051 - val_mse: 506.3050\n", + "Epoch 9/50\n", + "404/404 [==============================] - 0s 33us/step - loss: 471.8191 - mse: 471.8191 - val_loss: 483.0515 - val_mse: 483.0515\n", + "Epoch 10/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 448.1278 - mse: 448.1278 - val_loss: 456.6093 - val_mse: 456.6092\n", + "Epoch 11/50\n", + "404/404 [==============================] - 0s 24us/step - loss: 421.4524 - mse: 421.4524 - val_loss: 427.1063 - val_mse: 427.1063\n", + "Epoch 12/50\n", + "404/404 [==============================] - 0s 26us/step - loss: 391.5166 - mse: 391.5166 - val_loss: 394.7287 - val_mse: 394.7287\n", + "Epoch 13/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 359.1237 - mse: 359.1237 - val_loss: 359.8939 - val_mse: 359.8938\n", + "Epoch 14/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 324.2980 - mse: 324.2980 - val_loss: 323.0776 - val_mse: 323.0776\n", + "Epoch 15/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 288.2481 - mse: 288.2481 - val_loss: 285.7872 - val_mse: 285.7872\n", + "Epoch 16/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 251.8199 - mse: 251.8199 - val_loss: 250.0004 - val_mse: 250.0004\n", + "Epoch 17/50\n", + "404/404 [==============================] - 0s 32us/step - loss: 217.6264 - mse: 217.6264 - val_loss: 217.4034 - val_mse: 217.4034\n", + "Epoch 18/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 186.8952 - mse: 186.8952 - val_loss: 190.2538 - val_mse: 190.2538\n", + "Epoch 19/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 161.8261 - mse: 161.8261 - val_loss: 169.6304 - val_mse: 169.6304\n", + "Epoch 20/50\n", + "404/404 [==============================] - 0s 23us/step - loss: 144.3717 - mse: 144.3717 - val_loss: 155.1040 - val_mse: 155.1040\n", + "Epoch 21/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 132.8279 - mse: 132.8279 - val_loss: 146.6432 - val_mse: 146.6432\n", + "Epoch 22/50\n", + "404/404 [==============================] - 0s 27us/step - loss: 126.8844 - mse: 126.8844 - val_loss: 141.9622 - val_mse: 141.9622\n", + "Epoch 23/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 123.6303 - mse: 123.6303 - val_loss: 138.0888 - val_mse: 138.0888\n", + "Epoch 24/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 121.1586 - mse: 121.1586 - val_loss: 133.8186 - val_mse: 133.8186\n", + "Epoch 25/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 117.8779 - mse: 117.8779 - val_loss: 128.7193 - val_mse: 128.7193\n", + "Epoch 26/50\n", + "404/404 [==============================] - 0s 24us/step - loss: 113.5086 - mse: 113.5086 - val_loss: 123.1284 - val_mse: 123.1284\n", + "Epoch 27/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 108.2985 - mse: 108.2985 - val_loss: 118.1643 - val_mse: 118.1643\n", + "Epoch 28/50\n", + "404/404 [==============================] - 0s 29us/step - loss: 104.0018 - mse: 104.0018 - val_loss: 113.6500 - val_mse: 113.6500\n", + "Epoch 29/50\n", + "404/404 [==============================] - 0s 23us/step - loss: 100.0786 - mse: 100.0786 - val_loss: 109.7387 - val_mse: 109.7387\n", + "Epoch 30/50\n", + "404/404 [==============================] - 0s 27us/step - loss: 96.3940 - mse: 96.3940 - val_loss: 106.1242 - val_mse: 106.1242\n", + "Epoch 31/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 93.2026 - mse: 93.2026 - val_loss: 102.8135 - val_mse: 102.8135\n", + "Epoch 32/50\n", + "404/404 [==============================] - 0s 24us/step - loss: 90.2116 - mse: 90.2116 - val_loss: 99.7303 - val_mse: 99.7303\n", + "Epoch 33/50\n", + "404/404 [==============================] - 0s 21us/step - loss: 87.4089 - mse: 87.4089 - val_loss: 96.7530 - val_mse: 96.7530\n", + "Epoch 34/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 84.8656 - mse: 84.8656 - val_loss: 93.7082 - val_mse: 93.7082\n", + "Epoch 35/50\n", + "404/404 [==============================] - 0s 34us/step - loss: 82.2474 - mse: 82.2474 - val_loss: 90.5682 - val_mse: 90.5682\n", + "Epoch 36/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 79.6661 - mse: 79.6661 - val_loss: 87.3719 - val_mse: 87.3719\n", + "Epoch 37/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 77.2766 - mse: 77.2766 - val_loss: 84.4325 - val_mse: 84.4325\n", + "Epoch 38/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 74.9172 - mse: 74.9172 - val_loss: 81.7760 - val_mse: 81.7760\n", + "Epoch 39/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 72.7768 - mse: 72.7768 - val_loss: 79.4601 - val_mse: 79.4601\n", + "Epoch 40/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 70.5721 - mse: 70.5721 - val_loss: 77.3975 - val_mse: 77.3975\n", + "Epoch 41/50\n", + "404/404 [==============================] - 0s 28us/step - loss: 68.6846 - mse: 68.6846 - val_loss: 75.7110 - val_mse: 75.7110\n", + "Epoch 42/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 66.9874 - mse: 66.9874 - val_loss: 73.7164 - val_mse: 73.7164\n", + "Epoch 43/50\n", + "404/404 [==============================] - 0s 20us/step - loss: 65.4177 - mse: 65.4177 - val_loss: 71.4167 - val_mse: 71.4167\n", + "Epoch 44/50\n", + "404/404 [==============================] - 0s 24us/step - loss: 63.7337 - mse: 63.7337 - val_loss: 69.2490 - val_mse: 69.2490\n", + "Epoch 45/50\n", + "404/404 [==============================] - 0s 29us/step - loss: 62.3597 - mse: 62.3597 - val_loss: 67.1391 - val_mse: 67.1391\n", + "Epoch 46/50\n", + "404/404 [==============================] - 0s 19us/step - loss: 61.1083 - mse: 61.1083 - val_loss: 65.4461 - val_mse: 65.4461\n", + "Epoch 47/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 60.1203 - mse: 60.1203 - val_loss: 63.6980 - val_mse: 63.6980\n", + "Epoch 48/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 59.0918 - mse: 59.0918 - val_loss: 62.7490 - val_mse: 62.7490\n", + "Epoch 49/50\n", + "404/404 [==============================] - 0s 37us/step - loss: 57.8954 - mse: 57.8954 - val_loss: 62.1755 - val_mse: 62.1755\n", + "Epoch 50/50\n", + "404/404 [==============================] - 0s 22us/step - loss: 56.8327 - mse: 56.8327 - val_loss: 61.6844 - val_mse: 61.6844\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "boston_model.fit(x_train, y_train,\n", + " batch_size=128, epochs=50, validation_data=(x_test, y_test), verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "102/102 [==============================] - 0s 831us/step\n" + ] + } + ], + "source": [ + "scores = boston_model.evaluate(x_test, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 61.68441390991211\n" + ] + } + ], + "source": [ + "print('Mean Squared Error:', scores[1])" + ] + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "Run this same data through a linear regression model. Which achieves higher accuracy?\n", + "Do a little bit of feature engineering and see how that affects your neural network model. (you will need to change your model to accept more inputs)\n", + "After feature engineering, which model sees a greater accuracy boost due to the new features?" ] }, { @@ -62,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": { "colab": {}, "colab_type": "code", @@ -70,7 +359,271 @@ }, "outputs": [], "source": [ - "##### Your Code Here #####" + "# load the data\n", + "\n", + "from keras.datasets import fashion_mnist\n", + "\n", + "(X_train, y_train), (X_test, y_test) = fashion_mnist.load_data()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((60000, 28, 28), (10000, 28, 28), (60000,), (10000,))" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train.shape, X_test.shape, y_train.shape, y_test.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 128\n", + "num_classes = 10\n", + "epochs = 12" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# one-hot encode the training and testing labels\n", + "y_train = keras.utils.to_categorical(y_train, num_classes)\n", + "y_test = keras.utils.to_categorical(y_test, num_classes)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0., 0., 0., 0., 0., 0., 0., 0., 1., 0.], dtype=float32)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Transformed integer into a 10 element binary vector with a 1 for the index of the class value \n", + "y_train[100]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "X_train = X_train.reshape(60000, 28*28)\n", + "X_test = X_test.reshape(10000, 28*28)\n", + "# X_train = X_train.reshape(X_train.shape[0], 28, 28, 1)\n", + "# X_test = X_test.reshape(X_test.shape[0], 28, 28, 1)\n", + "# input_shape = (28, 28, 1)\n", + "\n", + "# Convert integers to floats\n", + "X_train = X_train.astype('float32') / 255\n", + "X_test = X_test.astype('float32') / 255" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((60000, 784), (60000, 10))" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train.shape, y_train.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense, Dropout\n", + "from tensorflow.keras.layers import Flatten, InputLayer, Activation" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "model = Sequential()\n", + "model.add(Dense(64, activation='relu', input_shape=(784,)))\n", + "model.add(Dropout(0.2))\n", + "model.add(Dense(32, activation='relu'))\n", + "model.add(Dropout(0.2))\n", + "model.add(Dense(10, activation='softmax'))\n", + "model.compile(loss='categorical_crossentropy',\n", + " optimizer='adam',\n", + " metrics=['accuracy'])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model: \"sequential_2\"\n", + "_________________________________________________________________\n", + "Layer (type) Output Shape Param # \n", + "=================================================================\n", + "dense_6 (Dense) (None, 64) 50240 \n", + "_________________________________________________________________\n", + "dropout_2 (Dropout) (None, 64) 0 \n", + "_________________________________________________________________\n", + "dense_7 (Dense) (None, 32) 2080 \n", + "_________________________________________________________________\n", + "dropout_3 (Dropout) (None, 32) 0 \n", + "_________________________________________________________________\n", + "dense_8 (Dense) (None, 10) 330 \n", + "=================================================================\n", + "Total params: 52,650\n", + "Trainable params: 52,650\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "history = model.fit(X_train, y_train,\n", + " batch_size=batch_size, epochs=epochs, validation_data=(X_test, y_test), verbose=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "score = model.evaluate(X_test, y_test, verbose=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test accuracy: 0.8738\n" + ] + } + ], + "source": [ + "# Print test accuracy\n", + "print('Test accuracy:', score[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.plot(history.history['loss'])\n", + "plt.plot(history.history['val_loss'])\n", + "plt.title('Model loss')\n", + "plt.ylabel('Loss')\n", + "plt.xlabel('Epoch')\n", + "plt.legend(['Train', 'Test'])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[6.32808678e-07, 1.07063023e-07, 5.39801817e-07, ...,\n", + " 3.02898347e-01, 4.41482151e-03, 5.45746863e-01],\n", + " [8.58573243e-04, 1.93027226e-05, 7.24853516e-01, ...,\n", + " 1.22529354e-17, 2.10001279e-04, 1.28785207e-13],\n", + " [9.07651520e-06, 9.99940991e-01, 4.61609915e-07, ...,\n", + " 2.28192021e-09, 6.72618794e-10, 2.45695356e-11],\n", + " ...,\n", + " [1.42443646e-02, 9.85847237e-06, 2.33460436e-04, ...,\n", + " 3.66189597e-05, 9.23373878e-01, 1.06076086e-05],\n", + " [3.57072931e-05, 9.98607218e-01, 7.47139029e-06, ...,\n", + " 2.21488222e-07, 1.58172409e-08, 6.74480916e-09],\n", + " [1.00880294e-04, 1.15082403e-04, 2.53981649e-04, ...,\n", + " 5.98839112e-02, 1.07124150e-02, 2.40203831e-03]], dtype=float32)" + ] + }, + "execution_count": 96, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.predict(X_test)" ] }, { @@ -110,9 +663,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/module3-Intro-to-Keras/LS_DS_423_Keras_Lecture.ipynb b/module3-Intro-to-Keras/LS_DS_423_Keras_Lecture.ipynb index abc92b568..96ec663b1 100644 --- a/module3-Intro-to-Keras/LS_DS_423_Keras_Lecture.ipynb +++ b/module3-Intro-to-Keras/LS_DS_423_Keras_Lecture.ipynb @@ -2003,13 +2003,44 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 3, "metadata": { "colab": {}, "colab_type": "code", "id": "jmJ_5azs04pU" }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n" + ] + } + ], "source": [ "### Let's do it!\n", "\n", @@ -2024,7 +2055,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -2036,18 +2067,9 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 28, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/mnist.npz\n", - "11493376/11490434 [==============================] - 0s 0us/step\n" - ] - } - ], + "outputs": [], "source": [ "# Load the Data\n", "(X_train, y_train), (X_test, y_test) = mnist.load_data()" @@ -2055,87 +2077,58 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(28, 28)" + "(60000, 28, 28)" ] }, - "execution_count": 41, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], - "source": [ - "X_train[0].shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], "source": [ "X_train.shape" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "X_train[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "# Reshape the data\n", - "X_train = X_train.reshape(60000, 784)\n", - "X_test = X_test.reshape(10000, 784)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [], - "source": [ - "# X Variable Types\n", - "X_train = X_train.astype('float32')\n", - "X_test = X_test.astype('float32')" - ] - }, - { - "cell_type": "code", - "execution_count": 44, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "4" + "(10000, 28, 28)" ] }, - "execution_count": 44, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "y_train[2] " + "X_test.shape" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# Reshape the data\n", + "X_train = X_train.reshape(60000, 784)\n", + "X_test = X_test.reshape(10000, 784)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -2144,7 +2137,7 @@ "4" ] }, - "execution_count": 45, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -2155,20 +2148,18 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ - "# Correct Encoding on Y\n", - "# What softmax expects = [0,0,0,0,0,1,0,0,0,0]\n", - "\n", + "# one-hot encode the training and testing labels\n", "y_train = keras.utils.to_categorical(y_train, num_classes)\n", "y_test = keras.utils.to_categorical(y_test, num_classes)" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -2177,7 +2168,7 @@ "array([0., 0., 0., 0., 1., 0., 0., 0., 0., 0.], dtype=float32)" ] }, - "execution_count": 48, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -2188,26 +2179,26 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Model: \"sequential_3\"\n", + "Model: \"sequential_1\"\n", "_________________________________________________________________\n", "Layer (type) Output Shape Param # \n", "=================================================================\n", - "dense_14 (Dense) (None, 16) 12560 \n", + "dense_5 (Dense) (None, 16) 12560 \n", "_________________________________________________________________\n", - "dense_15 (Dense) (None, 16) 272 \n", + "dense_6 (Dense) (None, 16) 272 \n", "_________________________________________________________________\n", - "dense_16 (Dense) (None, 16) 272 \n", + "dense_7 (Dense) (None, 16) 272 \n", "_________________________________________________________________\n", - "dense_17 (Dense) (None, 16) 272 \n", + "dense_8 (Dense) (None, 16) 272 \n", "_________________________________________________________________\n", - "dense_18 (Dense) (None, 10) 170 \n", + "dense_9 (Dense) (None, 10) 170 \n", "=================================================================\n", "Total params: 13,546\n", "Trainable params: 13,546\n", @@ -2264,18 +2255,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(10000, 10)" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "y_test.shape" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 36, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:From /anaconda3/lib/python3.7/site-packages/tensorflow/python/ops/math_grad.py:1250: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use tf.where in 2.0, which has the same broadcast rule as np.where\n" + ] + }, { "ename": "KeyboardInterrupt", "evalue": "", @@ -2283,18 +2294,15 @@ "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mhistory\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmnist_model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_train\u001b[0m\u001b[0;34m,\u001b[0m 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batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[1;32m 726\u001b[0m \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 727\u001b[0m \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 728\u001b[0;31m use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m 729\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 730\u001b[0m def evaluate(self,\n", - "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/engine/training_v2.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, **kwargs)\u001b[0m\n\u001b[1;32m 322\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mModeKeys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTRAIN\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 323\u001b[0m \u001b[0mtraining_context\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtraining_context\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 324\u001b[0;31m total_epochs=epochs)\n\u001b[0m\u001b[1;32m 325\u001b[0m \u001b[0mcbks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmake_logs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mepoch_logs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtraining_result\u001b[0m\u001b[0;34m,\u001b[0m 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num_outputs)\n\u001b[0m\u001b[1;32m 62\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_NotOkStatusException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 63\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mhistory\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmnist_model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbatch_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m32\u001b[0m\u001b[0;34m,\u001b[0m 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sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[1;32m 641\u001b[0m \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 642\u001b[0m \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 643\u001b[0;31m use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m 644\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 645\u001b[0m def evaluate(self,\n", + "\u001b[0;32m/anaconda3/lib/python3.7/site-packages/tensorflow/python/keras/engine/training_arrays.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, **kwargs)\u001b[0m\n\u001b[1;32m 662\u001b[0m \u001b[0mvalidation_steps\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvalidation_steps\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 663\u001b[0m \u001b[0mvalidation_freq\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvalidation_freq\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 664\u001b[0;31m steps_name='steps_per_epoch')\n\u001b[0m\u001b[1;32m 665\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 666\u001b[0m def evaluate(self,\n", + "\u001b[0;32m/anaconda3/lib/python3.7/site-packages/tensorflow/python/keras/engine/training_arrays.py\u001b[0m in \u001b[0;36mmodel_iteration\u001b[0;34m(model, inputs, targets, sample_weights, batch_size, epochs, verbose, callbacks, val_inputs, val_targets, val_sample_weights, shuffle, initial_epoch, steps_per_epoch, validation_steps, validation_freq, mode, validation_in_fit, prepared_feed_values_from_dataset, steps_name, **kwargs)\u001b[0m\n\u001b[1;32m 377\u001b[0m \u001b[0;31m# Callbacks batch_begin.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 378\u001b[0m \u001b[0mbatch_logs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m'batch'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mbatch_index\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'size'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbatch_ids\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 379\u001b[0;31m \u001b[0mcallbacks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_call_batch_hook\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'begin'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbatch_index\u001b[0m\u001b[0;34m,\u001b[0m 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axis, out, overwrite_input, keepdims)\u001b[0m\n\u001b[1;32m 3493\u001b[0m \"\"\"\n\u001b[1;32m 3494\u001b[0m r, k = _ureduce(a, func=_median, axis=axis, out=out,\n\u001b[0;32m-> 3495\u001b[0;31m overwrite_input=overwrite_input)\n\u001b[0m\u001b[1;32m 3496\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mkeepdims\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3497\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreshape\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/anaconda3/lib/python3.7/site-packages/numpy/lib/function_base.py\u001b[0m in \u001b[0;36m_ureduce\u001b[0;34m(a, func, **kwargs)\u001b[0m\n\u001b[1;32m 3376\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3377\u001b[0m \"\"\"\n\u001b[0;32m-> 3378\u001b[0;31m \u001b[0ma\u001b[0m \u001b[0;34m=\u001b[0m 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138\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morder\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morder\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 139\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 140\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] } @@ -2390,7 +2398,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.6" }, "toc-autonumbering": false, "toc-showmarkdowntxt": false diff --git a/module3-Intro-to-Keras/Untitled.ipynb b/module3-Intro-to-Keras/Untitled.ipynb new file mode 100644 index 000000000..4c8d80e19 --- /dev/null +++ b/module3-Intro-to-Keras/Untitled.ipynb @@ -0,0 +1,570 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import absolute_import, division, print_function, unicode_literals\n" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "import matplotlib as mpl\n", + "\n", + "import IPython.display as display\n", + "import PIL.Image\n", + "\n", + "from tensorflow.keras.preprocessing import image" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [], + "source": [ + "url = 'https://raw.githubusercontent.com/serinamarie/DS-Unit-4-Sprint-2-Neural-Networks/master/module3-Intro-to-Keras/IMG_1498.jpeg'" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading data from https://raw.githubusercontent.com/serinamarie/DS-Unit-4-Sprint-2-Neural-Networks/master/module3-Intro-to-Keras/IMG_1498.jpeg\n", + "73728/72338 [==============================] - 0s 1us/step\n" + ] + }, + { + "data": { + "image/png": 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K4V4bNrap+Ur0L8niJ09+2bB3VVO7v2B59A6xNq53NCTSIq914xruUypwy0gf45qz7sHAYZ6RJMp3LcKbEcO94Jh5zeHWQiRV9ruVv7pe0e5uG8NY0pdIRRgr6y8NMPPMhMnNa7MRooOklUz88UtYHLGWA9wMxOXOFAkdlP3rmv9cW74Cur8sCGw5Nxy1Rs7lyzzRfS4vi8paea2bbaf7QHPP7X67tDbSrEQn3Wvh2xvxWd99gidtcNbp68imvOPcBbr0IQsdb1v7efpe7H3Pb4G8t5tXJ3u8P8h+0iKwTEXq1nUkBrReG2Tp5ogwWuWkFMk9bQdQMd0HoEL6BNx8RAG/LWFVkSACUHj5+5lAggYl6EZEyow0R2iBFsSKZkAi6O4E3VzKiHDz8jIhFL4jpSJKDZVJXsb+GANkZuy0EwDW4KbmvMw6557tSak0Ssm4jAqhN/yXrasEyWl1kLs9pcyb1brDV2/88EbZ+/PnPrHj+QBCWYG+2qcss8HIwsyr1Ogx69pOEzvnRZlGClKm+Vgp4ivhMhNAwelVF/C8DTZ5db1SZFlOJJ3GykeSnFYr6iRgUyElqxgEhER1yEmZkJcnVtvjh61bMlESkAvWgJBknSZgXsKF7M+LyI2+yXqv3mbXt9XeW/D2hl9s6XO7SFU4id68W8HWt+uyilyWH1oc1rLgFxTJ2632LaEcdbEtuwUivsipI3N8CZr6vIi3Nu71cuvNot91tv339/uR9KykONdq0/bx+C+k+7oXhfdXtIhwHw7QzGCU0kQAyXTSzOaciotK88E6MQq7ouA0DvfIyrItZWmJzJhdT+CumGYGKy3WqbToyErbAbYSKfeDKLIiFQCUaWb3YeWyWeu8Crl2em0ZYapMNGPmqoYTGqnYvlhfAguv2YIiS13OGZLo5sZFPAcQYRt81NgRr5f1BWJnSb7S2Q+lzMvrVH2s2gJjprlbZJpKhLX9SLlZpgo68THmnKXvjZyRJex28oLR1vaL/iSv4W5cT5GVJ2cSIMUK1rw8wloOACzBAbib0TLCyRk5xq05INPcCNqGJUsOvvI2vnDjD3GZN2o+6furat1sfAqXfeTb+aUlVkgsjTRu/et2kvHKWsWT59n4yy/7Uul2nOr567nUhteV0Zf3Wo7286Q/OP4ZCNuu1nKpjm1lZheGnHfYN3/k0Zwrv1e13lfwmKS5u9PHcB+VAmBw0kQVmZm3ds8IiciwjApiAhjuVtiE0ugwGmC0hARFXgKHlXEsZFhZ36RgFX4tAJUFEEHq3AJG5jO1z958Z5VEq3BULsvp9E/ylbXbv440LNh/pQuXUj/Xp6+RqTLgOtqUNJq5r6hw1S6gkQ6OXSz3tgH2el78qnx54Q2jlgdqxhSNTCNlZgbTs/ysHCo3Zka0u6RMp5lbAg6ZcWZDMMvsAs0sFZHMrKWLOcf9Vk6zu++H6dX5IgLK3K03pjZO3CwjmapsIuUSJXvRq06sADP8gGP3m19Zq19az7eN3Ix90sQbt+erAH3WuZEA3N2HLdnRITDoRcCd5hJ+Qb58vaXzwb9KnPO7byT0Tiqvl/66ki+r+qPw+S8t7Bsos82Wtzs8l67WuRTVjjShfBX3MYbbwCExK8hQLlKaETRmzmte083K98yIVI5VEG3AzJA43CmbEbTuH6DlAR3rzvI+V6zDaBbR/hN8PUJ7HoUYbvu0KafMk4xnsXsizXx7KmamzDmf+T6ooMFKr2LlPiwNVNxERoIlUSv2vRDyTlVTKa1a0shRPnxbQtlhUQGVT/8rJPLy+XM7AZpscTjQUSU0+gUjjGMMRJYoRBZKToARMW43AyQ0jJJptFEmGQvVKxg7l1/XFvKMNKO7kwZFZCsQSLSSpFae8wquiuvJ69nqRmCsou3ItJU0UxInq5GESsOILMWajSe01j3S7oWvrKGOPR3ae1WLLEf64JYjuW5/uENCb0EHLuVz/nqczVa2iXRUKhfcsGXji4Bp0mW7Q+WdEBSf9/z6bK9Sp5/37RE2IX2VUOeHb2++6ry3cy6QpnZUWADZciZSr/Hs1yc1cy9LpurylRAwbNzGbfi4jZvZbUkek9biR2iXeuccA0gpwwA3l9mgdzCrsA9v+0OKcfO+a2NEstKGWKxb+RYiYZW9ZVTmWPkH5SLRGjq3lklaclBOhjrrIA1kiQPMkO3MMKUiCX4MQ+WHEEDVJttw99u9rPjm5QKZMiWKcBMyK+unJEt24r0VyskiwmHDrGJMm9AkVVVEblL4oVJ6oYMT0T/M9fqWD2gqzaxKFkULGq1EGqtm0ipyDEmx7sYBgU4j8bhSBfgDAH0MkpV8ad1+gQKnYCkTQZcZSKvbkKKErI+cYaXbD9o1s5jTzVlWzLLjDy5Q0dPSGLnwl/LMDGqsGxISXFn8T+V0KFXyyeXgSncpd+9Hdg2WeNo5Y7aqdbcK2hHKDdexCyfK5cTCSQoxKYldlMDDBeEzolcoQt1BBQOXLPqBlCndCDbGXQy03LHzQd6Ey5vjuU/7RYjg7bsl079QpYrgwQATrDUtvb1TiGBm5k8T3oZTWcVHyMINQ1NGu4/7bdzMHTw9yt4IG0NVHEOLW2A+aKRAZVw5fJQELwHXib+QQSDB0usU4F55air50RB4V0u31FCpODOilDUAybydRSUJd6eqyjc5mv7ESuFdeJtS7V1q50bFTHg5HwLT7Xa7fbgPGFa8pSF6MSeyQjlXfhIQmRXSqRTZyIonpDTRQf0uiCiaO+H3c1P3rz8UNy9+94EZOy2F7ju1w6wkQHdPr3rIZmB3L6KRFKWoSQIzQlULKwbEzvVvlbU5MAGrgkkQLI8PJJHtWUQGRWPVPZWJJ5JJmDZsoesxDfBKylbmlNmtlqX6UBRcl1tlNtm9OBTn+x+u1Mqy7VIRNO7AjW58/e4WKwetvwA3+9InelIfneLpOJuwsml3JPt8lpdYL57Q4xnLf9og/f8feGFf6eeHYvTr+69/2tt9iqe341+/8vLJ3iUzc0Oik/eTuy6JXNCMj+HV5Ww4zTZwXbH4UqIFltZ1B+6P+XAzwBUCkdU1ZlVFunt0+54cYwSyRAWxAvwpE0eld2RClGL4qru7t/JY0e6yFVFdxcoZMaNxLLiDz2hJM7jgO5WTkpVBTlQOj2BWunzc/XYb1Y/JXhozKGlO0/C4kPMB93J/qnVTHQMg5kw0bDTqFC9piySg9iVbEqtLWohoPgCO/2xVuHe9aV0QGCDMaVFaRmYYUGalw9GQY8zHQ5RbN/KxVxk3C0NpDcCqX+oVdycYc8KQqUoUmSkzOpkJGkAXZO5mNq85ShFkp0sRCKWJ5SWN2yiXYowbKo2t6j/FhMpXMa+4pg6n6EuEePPeFwaon4YOO2HJgud6fvGScjW+qE+2yNiGzBszHzLo+Z4sl/Fw0SBgFaccYgtLnb6dkGwHMr/4QXo6Ys/P7ciy3c/yw9XYn3yVPs+b/+JMvb3HF6HzvvgtX0wtIXoBqYa0Vu4cJPkYbm5Gd1udiNZG7Usv8QGA5j4Gqv7QbNzGdcV58/tNuW+goZqmsEKvJgaBobY7jBh+Y+XVFPBbvMmlPIBh3thwpg9KaW522CtApee0HlOvJ5JUcuXAE8MAiUjR3G/DV1mAvJqhYBVGIScZ4kV9DAsxUh2gV2g1uqseMxRRUkZHEGctB1YUbEmQkoBqQb61Vv/RynNo6GgT2e48WHCBuzLTzcPaXpJZzrDVYWzOWVLP3aszYm1nWV/scGzSaO5zBoQrZyEcTk9mls8hSmUuy2jmBikUV8T9flMmUjAVhoacWy4qYmv+K6bJGqCqIo16Bxya/InBVKjvZMtivpIeG9MwPqvGsLra9WlB8immT87Zv24/NI/OUicj7ddihXcjCJXaggVdqms2uIygOmciq2/oGT3d5tvJz+uGf8DY56/2WoX/1Qb54bfwKjhOS/mHAuW4ynFv2+8jQZZjAGZ5h9V3bUuZ6kq319DMKvXuDMJzmVRcKWECEDHcoxhBuK5JWmXE9b6yJAMqu6JdclaTB7hj0AxVrkAnDLwPN6SUThnTli9lnX5FZ5b7b16UpnLL7PZE/U/bM3sZkVg9JupzIWLSDSBNN8vhMmPdmLmxnQxE6BJDcOcN/pjxmXHjLkbTzCSNY6XAZo7arS8JF6xw8YpL1I3VSfYi82ntPI3JJ1hAPitN62grz3YzkhlKjnD5DutmlsR9Ft2vKlIr3Wvu5p6CZvQei5UZkqD7M+6cAkv00EjOiKzi1BLr6ixUc1cpMaj62mC1BYkMECyHiTAylaMk1BNve+Ht08Qo3K2owlohHmp52au9DocP+MaEm6+2RNgrdh72VjKyJaLtYq7eS4LVlwTVO7hoYGudsivfpFi7Kl9SVHjQ8iant/vfZzifaD/XPvlXKfN8kkP+/lDE7JPsw87vlvrCEyNxkqXAxnHOo84A7uXKPHUG3uyvDSmjFRX5xBtytdcs0iVeNstaPQOAA07QuiskCSccGhaO6kPCAdnqRULSrBOUnLJSgt24sJT9csJbSXKtGyqSkQJ8pQcCKYYb2IXUw/M+VBXE5hy+vptMs0s2hQv2+SkzweSwYbgCgCkFN0jI3tlxOrcvmjCbMQro2wTbOY7tuyy6R3LlqvGwDAk4Lc0Lm0lW5L/+a2CJGOJHBHTwYb/cPVHqpRwrRWoMd/OYM6Fnt+e1z0aDMarRjMOH55QNR0ppCZGqviiR3XFHkqBOzFnMjKq/VjeRKHKRhJWvvZ2Fr6/9jAczPLVr3a6htOWhJF91++bAk0v3Wp021DuH89lPTw3LSqwM6eoLolxB/Te2rMc865vqbqsfyn9VHGzb9vXZf/CtU2v9yml//SRfj8Im6UpNAJzKNHWTtnZFSy7bSpWoijlJ5n67DTPSaebJSoR5rdLQ03lHp02UHpKbA6rmeJtZuFxIM4PS0E2MKr/FiJuj5J8bHLqZ6q83aBDucNTj0Lj8gaWmV9iyYgnP5g9sddi6JZccPjrZ8zHTPjwzKgXYLIeFu9PcyEoOYbV1S16JR8QjVdU8FC5oJlkOhNulBE2NbaxeeSWwDzqT0Nz1pjLezNe1n0+b9FXFAaTTREvmEXXpt5sedAiXk2dOXsrIipLNzMKSy+ycq4dea1NaNWZt+0gdMcld0CAumBlAgcXs7oSVi1OVt5KNIclsqBTExmm/KtJD579Q+pu42Yu7wzdYzQaX6fhuI7ye7Ywr/VAov3G1kLsxdZn9qu4DK6cqD7FlKz2vbvgpN+24+QWKfX3Yr0993o9WG8p98vP4H74/pe2beP3110a7130smjsaG27MaMvEM37n7hJ7fIWRbiSrWnpzyqkJjAwpIpRtHSvTfbQRs56l+pmYmVMOOc0NRrownG68GR28ud2cA3kzDJMTw+DGglysnsXKAU8hUQZmOVMrAkgEaRVpaqVYsq+s8mqnX4YMcB9OQBxi487DcjjqwbuGnoAoA2dCoAFeno4x660/IkkRmF3zycwcjdJ20wrrkCchmpRd/NKbrVNHvWoqdUZFOSErA0ZEQDDRVM263Zkps0p3KrHfDPw889qSmaU/mr7M7ZqBlSOkTHeLeQmkjyyH0miVzVHIBSnIABueqcb8I0hTyShx5BI0yuXaIgWaxUphbFOj0mZAhxeWUXYPKhfnMEPexMoX9lB2tUHt23JqABzu/zkjgOvrL/lRx5uT4rerJklJgSVcqM7KY5ISIQqNY21scRuslZwIo2grorrl4dujtcxjB2JaOqyQ6noCVQnOWpt3j+brim3giV9ttENAnNL2/LkVOChWfLGLSAu7KUKr7voVcsaGZtqcIYgsZmIFLoobViEA1j2EIKSIYEWhRoPImZWkTogGL05lOuFGdzrlhDFvxtuwwfwJctfH8GF05DA5OYYNPt039n5UDhilrLoeNhZQFVIgq+gJi1lNXWXaK1e7mSBYPQ8gKQ2Zafr0NPNhqDB5GSKZmcTD8bhZjJEuOOjAI6DqX1GNWCLTmGhbpvDHHebU1vNZkEYRyCqU0ql2XjZ+2zUNNsgYRdplp7+4CBvtBJ05e8M7BxwY7tXytyrr2dxfolvdpVwZ12M5X5UbZ14tI8jqX6W9woXekVnYfXe/TMjiqgY4MHMQUfl+bhIighIyzBzdOVHW4oAHJXPzzK9o2lMQ1CK8+YQE1I1sIDCOBt62jl2e2q+q9G19VM6WvMQhRUjMDhqW7dQmfpeCdNccrXwww24s0mYfaXrN2FxMjoJ9bOX3szPLWkUdj/+LC/WvsVN+6cg3+3e9WYRNVBuSty+WuCm7Z480iph1Dutyt7LgcpEBpWfL5ZSozmwoYVZuAA2qyDFVawrIjMskwSCH22AOlwPO/LjxZvgN5c6PGw05iNtwSA7diNWI5zBdURRoqBKK9bSyJ9Znxmf/KedW0pV9KlSzHKiwnHaTBQT0aZPdBXyBbkxBD9NjEGbiQE9R65itDQMiIV5gUmY+Nl57RCJeCLoyRrUq7V7Iawel8NRue4/3cnDVGOQrHbSjlG20V/fjSqJL6DGnmd1ut2vOlGiWyDEGEiIe81HnHsMfszL+OmVbETJUheBGOjJFq1SBJCjk1qmkJcRVw1lZmIQiugG9gFSyHM2FnZ5SolblRw7Ty2ubOYvsf8AtzxyVMn3XkT9kvl9yNHaP8r1Zc86647efAOgrmfB5KS6vooPZX1j65eQvrmKm2lsR4FYc9xpe+Gq2/JJweVuxtz+dP/n6vOB+QJOmuvKxzJ8X5wh4YmruY8mKutu2hntCmrctqURmt/MGkNH4eWQZ/4SsawXXFaBKztAwjjGclPJudjMYcIPuzpvzY9jH4J02ht+cTnPCqXJNvL0MnAZv4TlYvJZ7QAKWKpIA+M0kKCslBRDkbfUXE+TqDYeytCEAiSn8RbJ9prLImCCZtpaa1fQCM7qQsO42oWr1NHaowv1Fypy7u/XnG1DTHQ/LuP5CCqfv8KbG1+wGEl0Bof2vBicuVVF1CW4WGTRGpLlfEW5eYZEZsemGtKrhBq2MbEhYI5iK9VJtQy57BhzGREKZwbWBCYDVcS0x0zgqFIFnm7395oXLfkUbb+6qRcOxLD96HX/tFVqf/qsVPl5FQBa99zYW/qsKn7XBVFGLHoPFr2fAwdgb+Fh+busTSUlY1hwaW+SkJZua1c3en+JdUhyfn7fxI8/ouewVIYqouUk9gSJSkQLKe8YWptsT3cS/ibZaGDVHULYCrZWtCyoUlb1RsEhEzNzT4YqOehHLwrgNN2rQnHKngTfk3X0Y72Y/DdxNt6GPYWa4OYcZkW6okKFXulrHZ4+lO1IfMqM9pjWgsp8Vy9e2nrJUt8garNgV21v3UJZEt/gTJpO7OgMFYNNAOWnAjhtTuiQ6WANfjSWtBIxjd8tf3UMfi89rxV529CsF7+Nx6Cv002J9aEDUGmm7xQSIRPYG1lZW7QYJYkaYe49MqWqxIz9txchX8HU4gEgVytdtxMolXL5fNYwLSRkEjAz1nJYImSEVVX5fM+dqj8u2TIiZTMq0bZn1sDzXYW/8Fgr7fR+zoO+9aL/kB3FhGOf6nwd/dV46FlDX6aQ76AmdAWU+as3JW07N21bu8ku9YHBcyr+WfWGdUOEulnCzqo3d2Z4RafaUI6dF80ZF54OcD7u/deg8PXX6agCiauKUiJkRTcwrOI2oGG7/fK55XXaXSu4bWcnq7X42S++tXCdHKjOWDpaQBhmyeM+JMXwYhtEpN90cTrshbx4fw74Nu1veiZvj7jCjO8xkQAW4KqzR7uerONbOt321ENXYhpbXmKcWKNcP6HNK6SUeSvuoF7dShAu1gJBVWLBwJfWCMI3KlOknWjV1imzoJ6CEnvOY1JVu79aHMl+19ouK8+3HH9S5ea/KCeqNUhUYcjdL27qkbM/NlFr4YDlS/dRSKjGREnqWXV/Lx1BIwu02Fs1ZAQiNRC4Xx8eAlBkqfNxarhGVRw0C1b+vYLvKKpqRVm0lKoPux77Lv+r1S7p6//WXv3h4pMfrzLU7WTFfLI7dWQmb5fZm1gpbeZTPWMSvJ61guwvn2RIF/NCNyqhJpqgSdpp5sWsJeZJ4Rsa/eF5bLr9Jok2EOz23UIL9l70sqZwxMzJCM+Y1Z4ZSmpERUbOwFzQBQBGV1SXrIUpFuoeFrrURWPmyLayy2sJK2XFaI4QBWJXUQU7cTG45jIMaxsp5+2YlVnR3fRgHcXcMF8x8J8WwTSM0+Pp8zIVxVtwcT1WK5Qj1EPeX0MTWGbXifWZBWmGfZQCg0HqUReotHUpDsRJwUNlrJrnZnZYhmCCFC/SsPpWnlPnhS9lzSJ5tsl6qYZaEtR8ImqqU2SSdZZypt6sFGasqg6kMpXmnKnT9cHsWvWZlwGUk3KrVlzd+gK5ee0pvS5Cgd1IAIZRBxB7xxEJUpRxukVltSRYOXwOEISiUxptWlsFJ6F9t/l9/6TBw3j7/IVer7QxJG2p+Dh48T7i/srT9E0Hbg+UlpbpaL5cyXxUuDZ+hnfm+/gYT657fKqFUM8My++f6uMTJsFmVQe5ulFev6pocsco1T9NmP865RG8X3Su/X5XEfErYOiCgSEViRlzXdV2RkTPmnFnzpPfl6v1aosxEje4pK6b9VrqWpQe1c53qcxkpBCg3jbEyNkKmGIZhIDSYd7eb4eZ2d9ycw3nj/BhjuAZwdzo1rHoctdWBp2YqU00dQ4KW04NqHLZr+fmkClt72ph9/XHQl2X0bPzeSe11cHVuq49L+zphe7grWQzSa043SzASJt0M1SA7ZAGNZBgy+QMp87rTu0KhiffUPNwNhA+UYtPHOs/p6DYiviDVVgaoebUpSWascSZLDJVIr9TbNYHAGs2JTMyZ4hidgLT6CBeWJTNnytbgm94HINTjnVO45sRuNwdFaWVjXAmIbt2/MKtf56s++d//arr50ec4OG2/Wrblk4VOEYPX79TSJ1qaYPV/rhbQBUfu3NY+lXqxz4JJACd0ctLGZvWIiDln/Zjz6kzTrD26mbnbqM4sXkOgvN6NMXobjyYVeBUW+3Vmjb6ImIjIjGjdda5YKYhIZOac1+Mxr895zevxeMypKv3vDvvHOSNiRbXtdruxOb3IqZtISYw9hX5Re6VHpMQZw6s9npkNCw3kMA6jUd9ufnN+DN5Mw2wY7hZO+eDdzIHO+/2R7pJQpSl5VJztrppYMuVkwGz8iwDUuSO2N1OS2bOhTGEXue02Qsbur9KiOBe/79MWLYU6PY0kByFR4E0a0m0wg5GolJ1nrLmgCjObc2ZmxT6XFH+SeN1uyR2rrFW94Gdoe/6ZEExa48VtZZUAMUEwv66AmWV9EhsRMCJmwFzd3xMBMAmielOU6R5RmY4C3Nj2nJnt6LWRm67awa7WNyQTdcXUrF4RmTLzQPRSRgwfADNSbritvBMilZG52mY9yW8/9Zu5sbnlKUbfCQoNAICVpyeh8ueWeY/MnnNci1C9Y3FQDGmb9yQpkYGInCuFY5XCL3sHIOmAQ44Rc7q3Y2tKKmvoVaWBqRcrM/JzlqVwXdcMqVoClQ6tzk/DfbiG2/Act7wN3VyR6e7u5Pb4aqEkFDxf++VwMzyZOhNIZURekdcVMSOyBF0s2V2GKyXOSGXOmNej7/D75+fnFRFJg49RwVdKc4aEmBcU9+G327f7/Q42aJWSDKJlKacasg6RciYBkwxKJQ1OcMiUHnFzmODEN5eb7re8OT6cw+gmJ26AmRxyqFrBLkPlWUGCZ2WslPLDHeZT2WhnJC+XB4TvTKxCGHM17sRR7bWvxa28qgGwWCOMsjeABw23HRqhzISzVsjIqcov0h0IIhlpzBHjicRohT34Cs+UwXIosXW9ZogUVzMwbI7qU+r5SXNPY5nE6gUBMgFzr8ZikGjmsKwBeAUB1BA8sMy5UFaOdWUtcBn53AGyzdLqhS/8q1rKx4wxWpBnpK2j0BM8rcqm6AaznandDJvK1GpTj82oOh5/Pbve1PIpTPYaVpme1svQiUzto3bkFa21gYgsZKSEygYquYRXKT4tPVUISlYSSHYlwTZb6htGJxGZnmYRZjbG8PRhzjJCC/NbfkbLrIjHdT0ej8/Px+fjMTNjzloAM5p55c3e/HYbt+G832/3+z1uPsLHqCan2z1rz5rV+9loNA8LT19Ll0gJGfq85uOaj8/ruuZ1XTNmDTPpbtssFmLMqCd9XI/ruuY1Pz8/v8+GwmmoiLKTikhJcRlE5815GwaaEkiFUiy9BoJh0syYiYxBOehOg0A4rEw5B81wpw3YMA7mcA7nsLwZBmEGJx3VEsGeIqMM9/Xa3mKZVBmRrTuXRGmv4IncH9u6kVacn+JHJvNCZ9bH6uzJnWOJFfPd3F1fTFQK57KqqhMGcDMEbQYmFGpc5kWmvLDEspEXjz2R+efzr0oXvL62sFrvu5oDKHtpXYioVIPMHNbVQ6zyRUnEriTYQffhQ1JmHMKtdqJNDxBvRYOZOdzLOgY5ozPx1JM3O1/WbMwZZibCzAVFRG0AG7gpybKDaB1wKd5+27+nFbglLLcHWCthW05VTDnaicmUoj7O1agvMiOr52tHT9YYl20GY9/LASEt4dgRl3KWsLXEkjJeSUdG886sv42bu7t5WUsL90ROzJyP65pzXld8/3x8/3w8HnNeszCA6lhYrQvvY9zGuN3Gx5zXnI8xbrdxvw8u50AA0e2paxNoGD5ubsNHiZntsl+Rj2t+fl7fv3/+/P375/dHgUKZazpf98GxItUyda7rmvO6rvn5qFVMKM1tmA0aCWoaZG4OueQFhbrDGMlA12SLuCIEJERi0G7AgAaM5KgG9YCBbrxTo1JFaO4YBqtCAdJIAxyrSbNeBipsdb611BtFHaz3UoFxSpkWDev8RXX6coZ9xaWaX67CQ37pNXiaqxpqpbv13GyC7jaMd3GSgRDsB1LmeX02LoLlvi620XGxJKuL6HsgLTN5dOo/7KQN667PzeKaXKnx6Ljkuop1ZlFFsqUuWXyDbpb6B+jnhWy1yG3jcTE8OzkbqauAmMa66NGTD3qbQ4lE5W9jkfJRNUccVYVYRTStjnb6jcHIrq4CDdbWPZ7iYL1HpqLEemhmKnPOKiaPmJGpiJmpROPyZEdy+ySJikqeW5aZsTCIg5gE4GZjGSBWcImP6e63W1YrIx+Otc6Q5szruh7XdT3m9+v6/v375+fj8/u8rrkJR52E5bf7uN/H/Xb7dt3v91u9v64B2hirN4o0ZxSCXNLnNm6327jf06PannWhyXXF43H9/PP3n79//5c///n7z4955YxZhCB0HNPcawmuOSFc1+NqCCnnnKEgaWFBTnKY3RnmvBvvRld6hkHmrIFhXsB5NZgFhDQThw3lDboBd8LAkXJ0UMmEm62Caev2uxTcaAA7pLnxhI6Xb49mr6FWVEiHG/Vqszwd80OxSQhgJTVv/YamTB4X2iepT4pC6vNcMZ99M5vNQyExVh3cKgmoQge7kREaxM2YQg2ifwH5y1ZbiRLvwMF5sTdt2Z1Y1n1stGkhLFoV1YaMtmIqK5QYYyhl2U57RgKdB3zNqyerSCpZkxkZhelGhvmt7sys6s5ce6vwvMlrTiPdB7N6fmbVFtszV7UQ3g2MITPpyAh3y6fsQ+FlmSLTjJKnqv+vFlzPFGeUy/2OaJJMmls1H+oGZWWtVAA/lEqUgXfNOeeM9b+IjMg5Q6n1GCdY1n7ismrKq5dWlKIiKev4rosJzhIuotxobh5unPeHPv1xv9/NaA72IGTEzDnjuq7POT+/P37+/vj+/fPxmPMKc68Er8JKzOgP+7jf7rfbNefHdf+4btftetzv3bOaTdkx57aTh/v9fvv28TFn3oZXx9VCZOaMx3X9/Pn4lz9//+c//fnnn6/H56OsrGdGCc3Mxu22YiV4PB6V/YyOvbJ6GkSkmZPVWgE36g7cFHcEIQRIcyDWCPAULIMKmZwa0JDu0K26NGA6JhmOMGrUWCArBZZEDm+rzBfXAehGAhtcOOyL5ufVxO9li9cBp9DZYqIJdG207+gHYfBcGfsHC2N77Ztz67dTBu3rVtpRz88u7QZBnT1f8eFB3Qk4fdkyLy/pQBmWOVCmwBtBHy8e0MT6iHwK1jdR9TyEkqqOPePRhBbdUb26TDwbx5IkI7OkUpcvdXLAauECSOnjzlaAuS9W6cIRYcYGNiAoWd1V2DlXKanSkNCxc3UKMjI5Z5i53OeM8voiUrrGcLgpslAbsx7ZXSabmdf84JpB0dmj5Tr1tLWGfiJzZsYsq6XCKHHN+XjMa3ZUel6zAq/RIEMTaJku7o6dd9DBJNU6bDxN0nJtBkkolqapUh/cbmP4yBuNnDNtmHfnFCE1Z87Ia87Pz8d1XTPy87qKu3XMhS0CuK6IyMc1r4jPx/Vxv33cbx9XVHVLEUBEpDSvOeOSNIZ/+/ZtRn77iGsMW22zoy76mD///PmXnz//8pfPn79/RmQ5XLvjfyl8vx5aYdBeAcA5gNdM9UqZiBg+BmAZA35DsqdW7yXmdjPToQhk3E33gl0okxwXdZEyhNdsctX4EJT50gZ3obwvXYSps83Yv/q115lHyH+Jp6c6ieiaA6GHJuJHztcpsNb7ZyQHh71ThmXHcaXoggQz7TymdNitJ2fgRcqYmWA79YEHCrx9Fr16jPyyNnV/25A5/rKKJthxrer6ATIjo9zdChspCYvs7vBYPUPPcfHuVozkZjPLGwDNq74c3ATn+65S8jGgjIwFMgCt0E1MmnJW+Alk0yuQ9A5G7Z7O0F7xKmfXnLNyLHbTP5LVECcEd4g0eDIHqxFG46RkF2ES6MYMGRFxRTweBX3EI+K65vW4ZkTMnNesKM+MXMam1t3+OFVPSzHVVVPp5iSv6wHAel7yE429HtftdpuzrGvc7sPdl1GsmHlFRMR1XT9/fj6uq6f7He7YM/vLLFOPx8zMOUfMmHNe16SNZS93QsN1Xdf1SMVtVEEzIvI2hq/6y5SuKz4f18/fP79/Ph5XzPkErwY8pRnBzNo+QQRzJeZAyJwl21VLIUUkOAbpRsvEvBjGMPdxI51IJmgFgXXfg0gpgbgRHw5HOILEsOhoaxkpNU2vI3MEqx19h4FX3ynu5cLyw0+drFNR/9fE0IuMWBoTqOCHsWY4YbkWi3e30Dlf6zzYxiZeXbOu3ZJylRGQhQYXFmxm9B4Y85ovg+XRHJWNh5BYJtZ7Ef4vCOElpMwMpWqez7elV/XfHF6J6nuG/CGn8CxLK0nnFlFTGDDndL9pLUYbzMaYs74+r+Z2sxqZIHUaVTeZ6d4TYETYgsFuwwvgsa6Uzz577UfmvOa4DWW3EHV3tqrrp6jqg5SY8KVwihvcLCLpWoarHWFFSDBLWjIFWIQ+r+vxuB7X/Px8RKeuzjmr0sJoXTtuZtUjfXt/e7823dQY47qNUGzDuKwPb7c0QcyJ65q323QfUn7M+wqGiOKMrBsoV67Tfo+ASFXxVowZdB9GYs7MfMwZj4eNYT7utS8AKhm3kJPM6V6tAhAR99vt5mOXqV7X/Hxcn5/X4/EoYF5dMa8ZUaxVY0R7SaE9aaiZCgIYmahGBaF0I8uPMiDn45HGm5Wvo+HGFekrNMw0jemDw3QbqObaRo2FdXTYCN6gJZma6wbKcsHGe0sgdHerFxD2B5grnqZKC5LT1nj7sL+47PGK8FfDkjw6k+0bexNYqiyxBv5e/9pIn7K6RrTHqswqQi6FpGq4RXAc4sBJGIdAd4TmTnBhG3gizZxFyGVfp7nogz7YtXbVNSZrCwUSudIYetS4m6UzQlVPMEyTGJwRsiRo0ADLTlmh3JCkmT7GMCKSQiYMQ5LTK6u3fBJqut0r28FHhRuyKiRjRlsNK7daisAl6+lu7kOZ3hMmhcpRJ5LmXW3bqYURUeUVBoTgSXfRJM1adJIecLeRHS5z1+1m18UxPOpBk+6skTC0NOCS5IO4ISds+Bg2TbJ55eOzGDUjlEmzATBnktTKXICqYKWpClxaaNFoHG3xcs20y5RVuaDZcg0oCDMf16ebRXxWkQA6pNgw0ozY9QtbN25rd5FvUvTqmVC6TxYhPh5jjPZSV6AIAjAIfv98lK8RmZ9+kQ6x5FoBwI/HVQkWJfdrXjWBstEqoyl3GV0NCqr+QWTGlLJilxy4EAlEZSElFRcimXPofou7j+pbH4iZMTNC+rwPrBZ2Vqkh1u1ADLsbHMVdDVPlz7sjfXUl6TRpatkvclemoUcO2JIghaUfzQuImqm2xgQvFAWAaJWa/MhnqwpAsDQaq8eUlE6LjPbcyr0o6dGNlLrXzFYeYOVDlZSqCEwCngkRoSpgsuEDK0RSjWm8PCY8wZdkN4esJOceadn+kVmT1EpFlq2bbDImTiuwM5tJycwiln+6iL5uxJdT42PMR7TPk3IzPlO/5e6kzwh2FGIF8zugW603KmpUn9LcQC6kqvL0CDAzUBylpCGuAHUbTnDO6gvRHlN1tLfqelr8E0pL0kzIyMoKNUPOmLslHQp+hbnfPMe4jTEkuD/x4TGwV76MqZLgDqTg4Lh1tlEkIiDRffzlLz9///7zQsFOJVZP/PRWKhjXM57rGoc4qD/xdXBlWVMkF3lzB74RUceUvTNnlDWtCuK84IWqdav324nTavPOhdYVRubuc053r5wVMy86/vz+qNSkOc2cZoPwkjJzli95tcSs/JdtFzzxb1VywNbb5RUWO/JZZ0dJUxyo1tkJIuOajzl1mX1ShdmGIpg5mGAWpGQEEStFo0GErfDXey2SX8bGYS7k6ge65H5A6gTblerdpyreNlv7Hva1kXBZcAV4dMphafqCNY/gxdYBG2lBIwhbSXR4eZ1+4SR1kyAdZFyhFqw9DoasNsDVEaGbQwwdLyyB0WIHnhAYbfewptN27kR3riEJyqrnZtmKnUicgFVwsT2gfrDlkBXXW5LuNmespawK10SqeiGCnFJEjDFG+zLVzY1VCU+iUWJf6ZIKsjoYSBHbP5MkRcXOqjzMaBwjohoHZ02/PRnS3FYXHyRUCatSwGWCO0ylBlqr1F7V993jwbzd4jZuKdzuN5qDBkukWIUUxtJay3uCu9fE5G0Bmtntdvv8HLfb7du3j+/fv1/XlZnXdW2pUZy2hU5x70Y96tSdB7Bnmx5u+WaPWqdFiIFl8tS3dnPPrZnGGMXtu/z6ZOCtJEjCuzC47ud2u22TpwRNySgSmfDB67p+/hkRtzGcFspty8xK5tXhTZySbm30M/R7GFlLDKE8WlGM1AUO2VQ3DVBEQjMftJSbjG4wyZgk3XxYc2iJTGPjt+dK/vD18tdd3bud8WbjZ+nAU3xXQ8bq9PRrl1idRnFDT7uvTQepValWFy9NgSBWasgzolSQed3xlj775nOvoZUcx3I3NHsKQCfoF1mPH5AaQaJYofPnbECz5irQR5ZVslpkwb2TI2lZrNIJuHZEq15WeXVJwrr73iarTnelA/vJn6G41nUriGFNezS3MrlFCqnMdjlX5WAJq41qV0QpYo4xpC6lV0KpYFRCSwWVZka1UChDrRa8BkE4KWAi7bjPikd03lfVDdq43+N+b+uW5qqKDrkU7pV8YTJaEoSysO1aKzMb7uN2u318fHz79q10+OfnZ725rmtr9dMq2am9eHVkuFzxOrgg6i1BdoDzqXIOvH8bRPucW9PuBMgtiUqEbel2Ghr7TkrExLKSNn23KDQnUWL0uq5dp3NdHdnfqnEZKVaPUJ/seTL12sFgdRlkE7CEOSeBn5U1AeNG3C1vTFOEcLsJmQQGfVAFV5oZkTVOS8pStuVulGLDIU3OxXxhBPTU030c0LOy7DTKdkaIoExzJy2h4baypY+ix0P6l6Rq+75yX5SZML9tuDUl9hme8vrF5ljWzDZ8mhLAiPLfrII2glfNpqQy90UYu23wU8rsW9xa1czM0oxRRTuFrIiVr9/Gm1dT3yrJcFkVDdlqHciVKP/sklW5M+5eWba3262qkMydKs84tyDKzBpgvCz8WPcJdiadMqIgiIoSgBWVKqlviwqXkcllxaw0meooHjkLN5KS4O3+MSOqBaxoEgY9V0MWd3Q9cGjOKAhWqpyOSGnGjEgz3j0g1iAwiMr+h7uvMtlog8hdleMM1oOZgZxmfrvdChytNyVutqApWfP9+/fNsSs35On01YMUDZUIqIOLG+tbp7jZgPR+v2XH/jxXo586Zp+2ZgDgiHbVV+oe3L3B+GXIbKtqiy1brSHnjAX9A8tYa7MXIFmCsh656LUh5xME+ELhmyXHGHM+QEzw5xlMDnMPmNJuMGakuTkTRvNbi9bOgmm/+Hl76HlnL2JaEvUlLd6I03wgsSKUyrY3uepXc2HIWNiFPUv01wkP9XC8aOad67gy/qrRjyRfghtboKwrvhmJ+7XleMLKp1L3QjDVCDsiMgY9JaKrlIEDl9nmJdrpN6ObiTagNWm3PPc29MqJcoKwKndnZceqEBe2n8+N7Cy92jLMzdOZch9jBKQrJ2HuXrnQ7CIaALjdbpt56j5nXAlzs1CYeWGSJL1VlSQIuemqiLhCswJWUlymlBFUI0SVatz5QcpqL2Zd5dDZLaQS5XPWtKYGXOYqgKbxqjoaj8ecY4zKXpgRkfoNK5GPY+AmA6r+kO62Ci+aJsjCQFUl0OVlzDlLstSb/frLX/7y/ft3ScAtc0rvox1ttQHb3tPTnTn4cFvpJaE2o361O/YXc8XRy4Hanz/rGI+0jjyGk2xG2uzkowwiGS2lytY7uhFzm0Kb9JulDkrewrGMlzHG8cjhPiJmQfhFZUFlyGl/nqIqaJDk8ITnSEeKSsKL/IXuHVV1/Mwy25d99wyPFvJyFN9oe/qErZT8jnQXsqtup/2V1VkUycPAWTy1ffy93ZQW8a/UjMan117jaWjxNWHntKReJM2qEDKaARGq+9/TyAu17mZvxpnhRuarlNnsr8zZPdAqqWykAih1QufiNRqq7tlQEcJqTi1u6LprHBbPsJReKMsZUEoRt9toS8xZFftlhxVXk93mRsXni3Pcu2bRWtBzA6KCARMg6OWpaLnibeSzJlJBytE35lYRGZHbhtz7aJaSZspgNqo+Wamoq0GARWrOzFSkKFQMaMbjinnLBLnxGpAf9wpPGZmrfSgb8WJxYG1HAWcJjJIyZdSMMe73e/lK25y53+9l1Hx+fp+TK9r9tBGKqE5Q5iT98yeXb3V+sn/dftNm3Z1duhkMwG7WbXs8wroBSe2uHpq/LrKO6ZZt7q5QxFXxzrr565o4jPx90TjGQr7dWMNGHJGzaGQM35aXQJp/jxzm34lbytNcYuZQjqSbTPR2QPAMw60QSaphbayq6B++TiG4dDU29r7dk734pxvbG1fRmZrng+fYnBd5RNIa4SBXdQEAsMJyPbev+4H3bdRObYG1z7j2DivvlSVeqrYQa8xHbds6GVKJpJmjPKbj/tSCxGjGhBlUpnBIbIOeYA9OYAFKTZUrSWM9QDmuvUbVdXTl2lfJjNHcDGNUiTpJmWDZkb4QpDX/JivZNyLKHS5fc7jMx+MxI3MMV6F3SnOTMDq23EW6sBSq1yds9UljhZxWcLE8z2qwas7quNCB6LXiAiIyAg359sLlrh8DeV3TawxDJKHPeHx+fn7//v23v/1t5+9+ZEmN+/2emff7fXFvs0wZe11spbK3mivKrMsuborTovn8/Pz4+Pj+/Tbn/Pz8/Pz8rCO3/bKFzgZQ3spK38TQNhx4FNFsmiFZwqIIFAvraU/zMHn2F+sr+wyFUh+qruKjtYotODqNbbmlc8aOSfnROWjLoH3mLUkXXuOZAXFh2MsfXHEY0T9DlnmDbmacc7iujFFRPxhFWHaItjNegC61rQdEzQusIMlSfi9SZq/zD0XRkucvUonLA1hMusTrUUDzfr4Vh+RK28CZU1bG4Itl+owSArULq8nwvqGywzp410+5cIaya54PwNV4F7u7OFBVSIjIsh/hBkNeAr20O43V8QACbUFhMFQ+IW15NxVLJq3aKVkFRkONNZrZkGAmN8INJVAdSNkNN6DsgRuobgBh5hnpbn6/6SziqmLrm1fqQZbpRsMKbCHTbWSI4HAuwzzpi9AJeI1anL00yFgdPWtXzOyqQm0psgSLYASHUpUNPOe1+RcSyxoEipOLyr/HA7LP79e3b58//fSY87rf79d1n/Mx58f9fh/jdrvdzRq5MFsoOT1TYzylQzkm9bOkVUmZsnF++unj8/Pzuq6ff/65ZM1W5kUBeUDFOKJIp0+0tehWpKewqC+WgNjHcMGrxeSnc9Te0Ipw5xFd3tKnT94lF0pNd68K++4VfsSMipCu69pMaCuZU6vTXUm6fTxQtNtuQGaauUqxgjPU0enUCLvBXN+uqamZI8LsEfYNuEcOM9qt1LkkcUISkrjVQLVm8cYPoYoiHfHjNlXa+mfFld5EzZbRQJfM0SqZsOHhFZZ+2ph7KTKzcw2XeNg/M2VmlZi0w2IVgqbdpGKhAgEAQFkhFgJcQ42zmNYgKWgmgwkiumYuAsO75CeVyLEfu3XIM/xUEekVrDYzISFrAJQdJy7jZYXimi/LzCmX6jmphlrEUQI0s7QNb10zSYQDQqRcywNFRnKZHkJnTZcgjZh1xXJ9s6WAqbqhJhJJ5u3mmdWPJ2sDIy6ydYPR8uDA5pA9pFW6roeNO4FMDbduyF2iHshXtGKTSeGRfPWZy9yo13VdHx8fP/3005xzzvl4PD4+Pora7vd7qeJta2zeLnnx9qqWURWKqpN9fHzU+eec379/r7BU2T4FzWy1P1eetJ64Fd/ebzrepHz6JqeZXcjRBk1sNYGvYypivR9kX2iv2xgOCniiOUsmNlftta07KUtqC7gt5lRjHo8I1IkE7xm1zy9uFWGW4Pe4bpcP84+0MKYsa7y0KFpWSkthM8sTKAPgDcdoYthwzCtAWYkCIRm7EGiLCaEbmJnZKlV/Nso7r6Ll85y+arPvK1KTKz8Tqx1aQ55qCJJJKTITPZ2xZNvTsnr63c+rIDoOwi09sPT3zsYZ+/isulMsFc4lMUjSfNVbg1ZZDz08s4euUctl3f92kG2rGkjASj/RlDxzA11J0oZlJoYgxQxs025N1crKmoAi0t3G8Fm6Tug5tgu8NprUfWTMmUp3Ms3NBc1rmlfaa6SCZY21dqAZDR5aaD+27/B0CVMqnOsgmiWhnmmEzQ87qlKkP+f8+eefJT0ejw18Ro98ab7dsZhi9Q1t5Oqzuz2mndtWlxhjXBfHGNdVtUizYlKfn58RUQhxZj4ej5Mot4ODZzm1bSdIyzfZnH/iypv4eGB8pyrGUuMnIssV0Ti/hUPhazlipxTDsln25bRQ6jPExlVWsqXhvvljv84bRumPlCaEhIfGxId0Jx6UuzExDTcwWTGiWrtueW2V2IEnTz4fX+2ElH0s7cTVAgrQA2sAqXOuimNAZTnzgEkZ1b6nsMoK9TaEUQtyyutK618aeQuTNme45ER9at1csU2/snK0YZ1jc/sllAOXWcGy6kKGBTO3JCrxA6Cmvu3l3tJogalPJqrUfyWqnVvBlEZU7gjQhmdnk20PDtsdXBxaBGrmZpU0OQCkpwVNnpmohs8eWIXgCXmbKlkkNspHz7S0Au9cNYSUmZe6NjTvTtIi4n73XFROwMeiM5BaSJx0o1e+K4mb3WrbhvnMJxTf1bRLpDdaBKFBBPGIQW62KYY5eaPyyl5KfoAdt975bFg46xbWm+usByHGlkolempEibuXJ1W4z/1+n3N+fHyUJVV1QHUPdTOniNk2Tp12s32uBJlXQ+MpKfYBp4dV91kWxBijS5AOVlxGnyJCfHfN9iUWDzTfrOSGZ6waR7x8S8NtUe6rRXRSaEGaqnx66/uvMM/D/GfxJ/Euu0tDRtiUQuZgopPPX1GXp/beMnEzc/s2eNb+s/XaSjY/viVBGXtZ0d3U1rPz5Yo6rrifessb6WnvYAOztbZLxAAlAFtyFWKlJWL2Nj3fLGsGeJosi1brd2WmEZJl5nMeU72MjO5OIDMyWtCUhKMZQdgob4jczQFXll1ZMWVs9Ziq1WCuLmRFFnKn5BFhxtvtFtWIaMnkZ4ZemWToN1RHnxPqLiaZlVNqEmoWp4iWMkDnjIxMUbaSjAFYZXaNUa3R4rkOM/z27MFhZkAn+wArXbOeROiG5YdbdP7cYMS5yKe8KPlSZoWZbVi3Xls27TMsAW3bhNlEUOx0BPtnHba5roTXdV33+738qcz8/v17+WtcCXX7zrc/VW+28XI+2mmh8ABltsmw8eYtLkt67iyeU5SwENnI2+22Jdppwuyn20TPA+vZjtLejlqTfTMAjN4xLxDVQz6CMnYaJGtMXTI/g5Z40B8Zn8mbaOJMXYQbKrPLYep551D1GDn47SCGfcPciyGJa9R6V748RepC3Ev9Cdm5owaoKV+bGJ9u215kFXa5Mlx2thRe+gP3z5CkkNGMPbMLbVKQL3px0210h6ZOWN25P6eY25EfsqslnztHMyoLp7EFCRtg5k5CCrRrVHmFAFRQN6QKm2M10igj8bBlaiHNOoILeD1/RAKDlg7NCCQIiwikSPOG/uBpNXklZbVRPRNQ6gyZ2uN0PQlU+wWziPwYo7rY+2h7NaLLL1qWy9xYBTUNTIAZhVYyAl1PaJXK0pZqZhZItNV4roRUWw1cT7WvzlT0bThsqHJLmS1KTndmc9f2w08eXozHTN8GUXS5c+wQ1cfHR1k93759KylzXdf379+30Dmthg1wbG2WXyqVthdz3uR+6jEGFhBe97CZYS+O9/hgmbebsx23fQMnkLwNuoJmcGQ8S9rya5tgZUlld6HHae+UfV1XtPZsPKbC/fvE3XA3PpKevIC7VRwXw706z1ir9zdj5Lkj3eJouQ/lkEjYnFx+VJkIkqpBBPajNmiQpt7glXTa/HVOL3ragGTMLBik6K7MqbSGoADseXL1yfYmcbi9uTKPNkgnqVrSlXtf5QaLpI+GEni+nhNsbQVl1J0aWuRRFdi2DLUOL+do1StxzeVoybJkSvZslhdja2VPu7o1AjbPpBSqQdfJYtfiacDLnzRFLl1abced1MgqxGxkZBl97V7m+qgqygNgWm47T5JZAKgMPsI1yhfrhcrKJuYTO0wxsoJIMo7dvuRNq2dmDdw41fXJnGyY52nXFAq2xWLJhTI0ntRzENMpX84bODQW17VqYmFjPcVyG7ipq2wb54x/b8H3hqHsz8/ygpMuN7fvp9vHYME6O0QVR+nmYsmnWbSJdQudOuFezDchu1fYjhjWkmWrRv+NZ6QKcpsbUhECLIwP4UpE8prpwBiYmVfoTiaMUlUXa5fDHNbEc5sWWqsDmUK3zk0zVPvVxRolarqcuo2fqtYpMLYsdW2r+ulAcYkkZQaeKm3bxcW729lX1z6ThFtFpvpE9Z/9CG9Ux8pWg5DZyWrVn0jN+FYydH3pzMozLFwXK9pe6/eEZ3psXYnhdSd7FbHyija3nPe8fE8aDLu0dPeREXt4nMsyM0nILKW07EoMyNptaRIX5GK61V32ivQcE1VN06bUat5S+5iZbdyu4u+UVJNhDEopeptnhEBq+UQFk1dr3szhq+6GjbAUwLGNFJIFVBcZmVGpchJBpMoL3GLlGaveQEax4tbYJw76fLTXVDoAZNY/dPYauAQld60QKWl0sei83+/fvn1bGTffCyQucfOGKL0R3/51P7IdBQQlozbyYDWqGZLSveGYaoGK7r78nFpdgu5QsNics2jdy/LCsoY2h9cZxhi5Rlktp+OJlLFBYkY1qREUDVj4cMmuyE+z7x6c6YYpXJHDLNMY8mN00lOUHJ907NKsh5pB+25VMdAUmanc86E295OtC7NqrGhj9e4sobZMGqzW+EC7SBFd09cIejFlRZF2+2v2VlYOaMfIX1Ny0LgV6ja6zgjsIqbSCd2xQ8iUV9F9NzTWTgcci1ZKkibE3g6aE2GqNmhc9WpGkRbaPWPqpld0pPoYQpKs5VG5gEVDBR+nYQBE9eaoKsLD4k4iK1eZRsmHlc+CzGoBq8OQAwDZpuiDByARR1n9+TP7ApKh/NzWRWViDgKIDCWGeQhM0DwiF6CeIty7oV923kGnNaxWBgHA/VZw42oflVI6R2oizWwsZLAfqnyc67q2Ji//YltSm3FPtt82DhYCvXRqSQdYdy2rW2pniiuOo2U3VbpNpREXjlPJxFt61usNjt1MzgOI2dLHh5Vcf4qGYRFBk9ELhQAJpHnXqW1pUuaRdbuSnQuzH1ZanZu3Gj/f12oYBwR7nYu25TJK1dFZxSIgQbpHZigGxs/wkTYsroyZehjv8kgj4RW0JSQEidZcz8fPrvNSzFi+hYSad6hMkGbOCE00LECQ3Tag7rUxjpDCxFM4NjV0k53VALCkNaeyVLiM18azpExHM//CfdqbMio7hYcNfrLg15KKKzEHKNGk0BQTRqSMnkT1fKKMz4i7kRprxV8wYFaXrFXss4qwO7yEZdGo21f21Qk4S+KA7AIN2yk1KMGLTLLrynaltfUK5A+UIdppfbb20mF5NokvLj0Fza/8zCPmt3rcibsdMADA5Zk5U0zBOCvghUQNjOoLbS2qakpwRjSK6+zZo2fbjOjcympSoUZe5/W4xu3z8/MUHGXdbKfjhw94Spm3lzYaB7yYnetbBSQV6lEIa7lUFZ+ac/70008///xzhcZ3tHjfybaP9vqfe0qS1gZamWbbkYkIGEmvSrFVhs4tC97CQ2dkjQfSvCFevCbmlTdnZsvRaJlyAuqb2PYy8gDUnCbiuq4HcFlGKlKZnJmuBMyrs8nKnkDrthcTLyIykJ3opdwaUABGSjEjMmH7wdOEns9XbGqVlwPnXnxlYnWtX2miCZ0WlZojMpVxUPuyDAygIgGrCp3qhQ5lqroDHA/1osZIqhvtQ1kiPlWZe89H72PrPy91TF9eWaNjK8u3lqHuw2jr4bYpSyerQ+tqYakt0vgka1vdQAszIp7dkqo/w4vSVkt9sRvoP8319a0nN9nTpjmX6IfvTz59Spb6ZCViMjPXIEUZUK0jlkCuu+oAU6X5VZj2DS+oWAGwsiAqNZbmFcmMSCHNrwtGmt820ReVlGW0pcyq96+7bbt1rRjYQOazsKsOWPyvTShf2ayeakem6pgSB2Xg7DqGOngDRiWqdCTy1ZqUlzfjUQds7Lbu5IBdKsZSrTk6c7PeFChWDTfXjVfTvk5YJ61y245FeIZCeCBfWJHvt3rOU6jtD+vrVllIjqRdoYdhOqulXhhMmdnRIQA8osVaaHTp1YSBVt67OqbTubdFTaFqAlNt53AAluXnVsK9HJ1jD0hzWk9B49Nj4kHULHKteC82BpLKWpQAmAU5M41cmPE2ydmwMJeOPJA1GbvE04o9sSo/T2FkZqViX/rL7L+phhxWAlAZUUCyct2yAY16JqwHbPknQlU7ST3PyVoyrD6Y62aWjk1V2Ah+RmTUchRcYw1PwbByX3CIpB/iVe9S5vzrNl62NjulG+kCggTSq/FjtvbQs2iwJ94+Hp/FSzykyRINIaVbz6VBqR50JiSAzMnQDHs8PgFFTCnnvG63m/so6/hHBov2bT+Xer02w29ZsC24bWptibBXYC/gGKPsFwAfHx9mVrKm6hVK9mF1mcgeDmEb1nX3x+OxRd6GePAMEnHOMPr6FThoNFPA03Goux3DD7inlXY9whms1WG+ceV2nI9cx2zJmK/FE6eSMPdkPlIPYMpmZspCCslBFaNhCQRSi9KeZh2QkWADH9gUQBJWTdnryJr82d6j1A0ATZECZJWr1WLXACEaemdFVbqGE1UevIR5UXib6lpqmesuxkpBaUF/JPt2ZyWtBNta1U5QQqKw0IJUyopcleoVJLciQpK2cZl3As1yA0kj3FglQt32o3a3GsTjxVoxyQ1PDdISuX99Nk/ulsBL+VgJHu38wJPcsZCtg7yKMZp/Mpf9pq3Knu5GXa++tT55yiZ37N1/lT5ZFA4jQ9KsyhB3ixqYvazesjM2s23po6P6ohzNOacPA0oMaeUc1YMnyZjze/5cnWSu63G73aplQe0WDseYL0DvobqJM0/h62F7zZ+o1jpbHjFLLGt/B6RIVq5NAa6VbrNjTGeizVZUhTGBz1Z7+1pzzq58O+ygApEq4sOjsdaZcHQoVSO7YWsZTftJN9mc+UT7wbdDtG/1zQXbrlZEBJiZgzbNLulKRSJSE3mT5bIfN42dQn/p1r6s7Rw8tkatidRYjp67l+FRHNF2R6fUSmLxMFlzFwhgpgpJsDXsdCEZ6rfdlkFazcWfWheiFHQjHNYpOYsDO1FPSq2qUMGsIJDVIaE7aFdsPrCKoNezcwFqLx7TU9IDoIEpa/yn9t5KxdTaLKCo6t8by2UHqAqU0UqxILHNl0qH6ohDpU93NmSNez9eW6z40fps65wtR06NfWi53r838XG67loxoPMQVAo2F8yLlOhuM4riqygTYLHHPi3d70X0mxlIRnaPAjP2hgDu5khkj+s2SjkTujITXdNUpUm+uvaekoVtp5h7pUOWHCKwPKXjpRUXIGEc67v8Woq9uXHz3tsBW+ThMPoKu8HCTTYs/bwBPOXLlhpjDCnNbF7PJFUIY3jGSruwcvGoFeA24/D7mrFV1gF375gtI06Jg+XO4/V1CqxNNnvFuky8p+V40qYwFVfgMoRjcHUAV+X8U1Cu0CoOFEmqUFQX2wSSKx5a49H6n0Apje3toBiKJVBK8kaFcEvqIFudwBEFaMCsgKLlM7WEQ5v8AmlaEO9mn3KaC/uEkStOTm4zC+rM9aW2lzeiHj1imRMErceab9ldWzm4nfXl2ZVHb+WtQYziqGZXW0gAgMpYlGrdlohp/V1+05Jfe68JCnxm0bWNUT/5Wlar4/VDOaLlTr+Ry8kbZX+yLcCXjkdYy7nZbJGIMpmprPB+o4/IxFI21UIzK2XZzKq06IWOQbYlXwi/SLq5u9FkZt6T1FpzQFkj365rutvOuD0TUvbDdomTs7JgNvOfXtKpM1rHwgH2V91Jq/d76faR+3I6wnn1MrPujN+wtI/xLK0guQNktfM0k54mnj3bD7cVEBH3+03CNb9nprGmpatiHObPbOlzYc2MaUCUADkB4C1EFrN1a4JT+p+0pJXX81yo9QoGaQFMaSaSnXcqIaDIdNLhJHi0Yajle4LKaAhtNy3KTqirpDgKimweMbMy1UuHqwBLIY8YvArC6RhLoqsJGRkV2a6ECbbU61tYGU9tB/Qet30X++Bi1CoGpQoPfa7MEl6SBFlGRaXFAwZZRtXTdhlYg/toVJO7EKsnA2CmIUZISCNgXnnF2Ou3jKYlpECorBJblMSVBVf/3QGPUxboKe1aW54O80n9eDVSNgGt455ipgwmg+rnelsyrpeKK5y/fy5aTBIhVaVTYZA1RiJTR4+oNeC5bQ1FVgFnOiodzqrpEQ23m91ug4Qzx3AzM5aKWD50zJSUPi+LNtNWypJxd3663W6lLXai3WYM7/FsTR8bNS+y7rGGbtumcB81XeR8fC3AQkeq4RZcPsjKcYDMuro0IkCCHPKsZC2inJotJnbpVlGZlavMonKOVfi+TZ5TH+wdP5CUmie5RNKSqmxvK8a4kSxjHmtE9FeyOUXY24WcJJipCVyhcAZ7epvEVcpIuLVBsqqCG3Lr9gO5UrzklbiRQg1G7SYsAmRAJnqUV/Mx3GkqqaQVH2K2alRnxdDKhS9mqvaYB9LwDBgthAXa3NrC/lS77eWl0vAEH9Q5uMys8yuTCWWnC/rCQQoo2JaUgBztwNUUFJoIlbRRVoKawVJRtokR9Te8YkhiVgmlcSXxANX6jViO9NMhXCJAAGC1jNWfQi+m7Kl8til+ksX561ZlYhdw9+qU1Y2jRONYOHWnvxcRs7V3MsvVWU1PUMWxhLtv/S/v6VImCVT1hYmIVBBWTbDc7DbMkAbdxriPWzlERQNSzhluHAPXzAzNjAqyhCYAN+bsThcN/gHmVgLiLOCOKIVW22yHs9DSWe1QlB/n7j78flpDeylOtGUreQCV8AWq2mxdM7o+GCJhzm3Z1/BrHI5YB57mhCwjxvBKWezDzIAVgT5SWiQ9Ho8lQ7lkIldY6iki0QZdGU2znD+Vo3942T8knv2hOkFs/QqEOIUpTGAKKRPao0sgFwP32Wr+V6uICBLdpSnRGWslAKq6rrVspOjVS1pWcKEqjQ1IdDRl891i4po0lVLFn8sBq0UnZYZVv4zOuy+ZZj2BJJTeqN/TP1i7XLOdWH1U1B32yhbrN4LU6SlNllJ6zQMnVqxsxZjWshJc7anq9z31bdFp4ykL9F17gzUP6TySxDPDam/kfmmBw5VT0e7U68bv9zv2tO/26wnfz/8lzv/1rySrme+muUYHa/yfaDR3zBA7+7GE3dOhYCPQO+RUirQvl9KQfAw3juG3Ybfb7WP4/WNLGUAV942InEoyLmSg3DWY3cwsW3Y0k1Tox8LCAkDFg+yZBhJA+ZK2XEJ+XQqtMDbxaet1IkF4NW32zzXiCkvMPre4zfLOcGtDRivyDeC6LhA+XMEofHVl2c2Yd+tswLroGJ21aGYrgcZ2BD1TW2du0XNSRW9B5rpD22Mb9nPtXuhPtbTJZpkCJKvPVGTFebQytpsheGo+ANZ5HpVtX28z05eVZIuLyi1IAgZdjT2xa6az3CIYzBQJZt3AMhMgQgEqg2S2ld4QkRRmldPX1omtXAqwJpOAZJtJglRAfnlUKrSldHL1/bNTHJeJUnP1VPpYhJttF0yysn4kaZyMx+P1/MXWyPi6Ga1mgwfV6nSHuAucSD4lxVc08U0F6SDWk2728ThEz9ax55/6wyOL5pdeJy3+grQi6EYEqry1OA2Rlb+r4pl9G89oS4tCoWIcsQMZGG5jjI/b+LjfP77dSy7UpmdmzDkjdV1jEJSuSj7PRFh1e13PfqpiHOy9gBKTYtuCK/fnXV5zYclzTu1kyE5G8eGOheEVPjJjlpSpEvm95m+i31YDcx49a7FmDCzpkJXRT+vpi5Hh7g6iMuCZ0bJ+VgzlmtcK5j4LLFpzfwFcamu4mqZ1nOSQmHvp9lLs++deOKkh0PoVTGGmZnIKkZrJmyfobTc8gcf1m3Z+RoU52gJNwSuzC40XGpjC7T4yMlLDmELK04RkSKmsxBO0PW6RKcGI4TbzVLpMtdnOcg9Eq8bctuaKkKxMK6naPiw+Aisb5bmnaXzWyrxxSO6QmLmtUeuVi9vCZlkhHQLclsI2XbRJczE/V7IxVlrAdj7KPKvtWNcAVmnp8/6WHNwShIeAXNv0REZ+xPwv4ubt5yKil4MPOcW+03Unv3La9UUmMqIa7TGPWPVesXjpldcdlcYYc17LsYcZa07YcLuNUd1edsimjKl5XRYhM1rwilRESYSKHB1t92zlvJ5rez7pQhZenjMiudJ8Nv9nppaX+hTzpJsXDFTuRit/SKlc1ag7hlInjNhAlTagtvHj8/1yyl4SvWrHCzmuxsB+TFAw67H2GWHOAsNsfXFfYhti7bGudAeSwMtgAy146MzQw3IY62zjSJxJUvRAhhCJEGqHLoYPFl0MH5RyFdngeXtRtn5tkbN4p5DgjjxDYs0wRu0IqMoTEckoPNDaNyg/JQuI5camnkgtYKObNxGA9azYtRAkaF1U3fWTPfiozY/sW9sccb7hKwOlDs7NTNJE29XeKPR3fXMTMRbH95+2nCYLZ7Fl7hX0xFXbvqoK1p86pPQ8j1Y60snS5x6/mTNv738oDt5EA9oz/cGrujcAQgPvz1O+naQ5R0whUylcEQX3PuX3l5sHOOcct+4hwE5iNUItYoZ3a99bvwr9LcPZzDgnzIULslTlOSELtgZ4hJ9PmfLcqaWKT2ylAsLIzsDAMmewUum+LuwW8Ytjbduh+6mL//dJtGy6TUVfzczKyvPV1g9Plo59mK1Em21l7MUMzS7h6RkPJfOext0WYTxMlV6EQhmE88N4baPHZWftG6siNR8fEIWihwppM8RoB0pC5zYkKi+x5QkAQ2LJG0nV0qkCqaWUa7HVNSgwcLivZN8EV784Iytlzrpym2yYZaK6X8sKKOk/dd2AOgLT3tFKOAHQAy1VE74Jeku4XWpcVsnm37319WztObXxhkY413pKQuOu0pvH9KTXV+/pzMGwlgRF1v2zMd9DypX0xJkno6fI2LpLh12Dp6x5QX9f5MGb2fLlV5KpL/xXr/xiW3057SbWOllmRmQ1rVvtWp4+wsnSO/BcKvR2u2VGZppztKEKp3kNixxeUqbCybWtZkYzsSbc4war/E32bv7aPeMQMZtVlnwwJZLlKEl4sx9fbAEAJ6Pubg+nZ4GDJ8+VPLcDhzO7uXqLtlVq8IzN1VfNLLPavuTjcdnq1FfEvwsLTih638C+mVytOcv+2xphl1j+UMntm9++JAv8NNtNo0IKIZJZtYuJ6q9dBf5GdLUNMrsX+FFhqFbX+x5W8AmJEjOYClbCiYk9wlFWnf2MhM1sIyHUNYlVncLuESyAVT9QXjOMiKBXYedzzWzdDwSFuvhwcaLBsMDgNwbstcpMMKt/Zy3+kyreF7n++CJlNkG8pFW9SpmSy9v9PJm2B9eu9a7znLd40uXXX/Fqy2wx9CZTTkb6KmXU0Y4fyZmKuf9Iynw9VaZqUGREXHNWfDmUM+ablDmp1owzVMZ533AGbEjZgaAxxjh+dDnfAheAmXJ3d83MikjnzrfI6oTyg9vGK8stS5PuVuWIdZh5NWMUVmlFJebzGKJ2Cp0tWSoCva+y+bm+kkfCARbDnzDtPu1qZ5Nj7LaYzwMyc0EqjRktK0mAbYDpFH9a/v7bbq6WMT8w92LN894W33kqLEttP6Mw6aNCzqma38MaupVSWbuoaROgctb45LMDMJc9haXfi49C0b1ZBKVGTTeurDdvECNSqNxoyA27f5uWA+gIVn9yA0R4TzGCuRS32ygnqFIGaG4ocygBKbI0UWSu+y0fyoCnwf7OKS0fK/cMpBXwvK3F/qL24dgtiF+34s2YQSc2kHsygZZEsIVbY0tuKYW2wZ43d1zlVCYvV16wIo1INEK1vqKnldGCoDzY6uIAcB+KVx1VBKSlyfV6wPqkRdBCCmPGfMzrcc3rijnz87quR1RmKvAk9LWWKcVOxV1ALKHS3v351s9jjOG3MZysQnkZXaI7zASmdR60upFGOqq0f5Xl18ZoKQUliBpdt/dki55tvPgincI1QgAxU2v42atAr7vd1scp5U/RsPGpMUb1xLIjf6cO0DL0AERMcmyK3Gu40C6Rcq/MIKgal7gK3d6xsLp0mZBxdOE81NVTBWamUPO9uqsWllW1n/rEufoBK2cHjDlpVeabSUtmRo1Ps0qoq6CzUGPHyhOpm5DRvOqGsbrtdnkN3CmJonPNJQEDNajSQmm1mTWZA3QxMgXCO2U0Ta6RWsmyRXiR3SiKsG5q3enhaBCoJULNjhVh5trT1p5l5WVMKbWiUyUQS2xmTRAnVxYyACFoVr0WWAgwQK4Kg72+RZW7sXDLmOUk8TA6TjPFjl+AlxGcT8nyReJ84fOm25Vg3Wk5bTh9ETRFvftzvlrCT3+yk2eau071dVx9n7+KnjEjZ8R1xYwop0nZxpCO5nhnJ4RKu+ELiKjsobfyauAIWA9UbWlDUp09mV403CkBLy2psTi2lrdycwqw65Jbf6ki2RbHfqPDNiToyvSUFGapjk/l6s+gJcjsSzdGHk2wljB9Se0v+2hDra9G1kYAnztlZhFZkVQtO0iHJF00RXev7hO7CeH5XFyF4PsNgAKDbreblBlVA/A03KxrxFZT5/WA9YnRlA2+d90aGcIMpSnFphaDZGhCpQgpe+JkDzgAAZG+HM9cTsa6BytsSgLMwGp5s9N1miUjUaNEaFy9zzhTHVG2qoWxNcC55s/BnY3SlCG82vvv9Y+IVPrRqGzf2+b159NtfwNkT7rTYtHsgSbPYvvCgWycFHBw4BswsyVR78jejzcaemPg877fDju/eMqIknK5+Wuz//vrxWM6Hai3l54wQb5+2LLraQShGb58+7gyrpwzY+acxThaTu8XXCCb/c4HyUz4qL9Wd+H95L5eJIGGPH0Mu2LLlOd2k5W/fVYbZGZli1hRHn03atqmBI5tfFX1Mm2UtGaR8sldK55VB7xl32P1wTrPtmHdLSO03LG99aenacbymBaRYCm4F4vpvJn9dXRT+XwVRs+60PpuhavsmQcYhcyuCpnnmpSleYrRfhmg9jOUkSnerLzai3kDpxDKKd2AqHzbLFhVWeHd6jZQQ9YP17LxBHTRIyrWkwCq6Mmo1ACqxA1JWibokGrMqYCesjacNXVBemZRJIDoyUcA3Jufd6iunhTLfvQ19ekNfVMn4KFV65PXGmmu6zbCbbvfiFXH3FpESc+a7JMiz6XGQazlIT/tu8Mq+SqtNsqDL6+vMYtT6UUGXr/1IymDTXlbyrzRKA7Rtpf1uIci/aeBU75S2ZzzyggogSjLyhRTq1Hb+dRqY9sigwegwGqjufyliCxJVUbka7lRs2XP9eXTZgRaqWz7f0sxMxeC1pMu0GmVL/YLl2GFQ0I95XRbhZ3sUL++QR67CvH81mZRbHmHouY2RvLI5f96Xa3sni19NqBbgmP3A/5KS9Ud5pTjpyzbYNC+3L7EEuhVFQDzVXAgCVl1pPtgdhw9liISgCSvCIIfrhACNpVTGqkaCuZVFggziuSMMMjOgOMy+ggmYqWilNwpq12FFtgwiZFhrM5pXTMIoIVTpSAYFsPb6o6Aml1QMaTysEtOELA+Rf/joit9CcWclIatn4sAVKgQYmEv1sXMBYaz8nUkAQty+iplWlcvX4vH57Ga5m0iPuUFv+iiN2lyXuiH0mfLAmM3KH0XLeuwDvjk8/Pz59eLnkKwXq+9I586OWb2yYOFmg0bvEECrynkNR+AyNUsDKrZOsjnFUsDzzlZPbRvY7DBwvJVt394auB9j19l4nn/iw6wi7QB7E7MT/Xwhq19AUE2PdX0XjuaP2zefuO9c7Vz5cgUA2+poWWHS7rf79KzS8Z+kCpc2qbKTo2x15aAJVP2Oe2Y4hYR13XtYn1J9eteJV+t/95Oe5JHnWqM4VX/Ka3aKADiyjWFqoyACQvlTE73mbwSN2NUn3mJQnjh/azvVmxs0Vc//rDKsazagnXZlVBOViAclfvf5egtYli35cSUxI63SEjBtCYOElF2VTlyq/KD28VZr4MetIllL/7a0yq+bDyhbqVR8AWlVAOK2mVLuKfBJLi1b/gSY/oh569LNxsst+zF2fklfjhp64cn/6XX10NPWbNV3/4VP+LMN8H3FolYZ8A2JSTl6u9dm2hVwUw6MNyuW8024k60JVfCSOp0NM6lWDeJecVjzkdkWac4hDUOL/VwFduNIG31/3rXPM+vLz+LR+n2uexbJWgZAlusQC++Bo5Kn0I3cJhR+dKJyvbspDNrZitt61wv7Y5/c16rhwk3jsvVwm5ft65VXs8p2niE2PeluUy2c0HyjEk/C+vNlhCpthsfHx/3+30/WmZGxgqfIDMVAXPQqoVUgkGfwCPzQ56daM9UzRYAKhzRUFaC7MKCSqwL9ZaS0Q1tteyUxbbFrmj0u50cWCayEvxAN+xZjW3Xq9O3C0dJ1oSU0kJJ9IQBLq8G7G6PbibUiKVe4aW7qrcIOlS3x/JlJiw7wM8NOFgPj0ZMCdPJaOLHyB9lkfBwlHZTpPrLecybgnr78OVsr683Pjl/XaJCDdjque6n/mzWznehc97Dm5Q5k4J5IL7LXejhK+uEBGRGq8RFgmTkfUbMGdXDqVqrnDbVZpJqVV+BW7B9ZhcyMjJjddvar3UFbvlQkpava3sGX82sc0f767b9sFNefP06j6zcXgG8wj3Ht7ZoPi993jyWGN0IyCanZWioel+t6qSmpwJK9vbdbh3u3MbRfi2B/nJLbzuOpzRPrEnYO+eQT4fl6ZjfbrcaDgOgC1PLjwtOza26QmF0kJmYEqELuMgBXs5r5m1whMJ67/Yc1I3exgpb+jNTvhhUmz+4msyn1kjJ6ne1urokZE4EpJoCwk50yD5Fp9Uls/KGq/YIKLelqg2IboZWVwhpV9NuxbC3uIJiTfkROyuANgBWPR9IpWLxapJgh/UfPZ0aw23ka7rk2pU2oTb1b9I5aevk5L3ZX2XK19cpU95+JavH9/NgfXm1TGgB/gNQ5o0Kf/jX84A6UcYSat0qbD3vaoh5Nwvhunou9e4aN9w/51VclK+9KYu+M2JCw+/11xlnifPb2pqd61nkdojec5HXaKyXbfq6/vsrp1bgclhUKbSv8mgfvAXBfn9GjvS0q5+J4zwqpzNzzqveV3/PMQagTFVRO47hBzr8x33Pb4nF+6629PkqdLDc4TPituw7YEXof/e733379o0r4FVqY1+ulptkh1gFSIF04QpdHB9mc85HxB2Y0HCkVfWg0G3aTHiZGWKFjK4LdCp8Fwg0cNu4CbF6H3SBRQ05aZy8AuK971LZaOjGWgMWGzMpddUKC1hdGXdwrR4026ldWhladctLEJqZECVsqNCzD3+u1lYhM6/JaYGq1YrmqqFoPLIJlO3HYe2NlIrGB4sD2Vk9eXhSLw7U+esbrZ+E/iZo9lfaetnw9aFCM1XLf6bO7EvUr29spl2xUqc7bqgVq4Lk6m9V+8HVPp1OOI1GL9uSeJjdjPOyGfEwG8Y5p6hrZUyqJnglMzOUyyq0jIhr5jX1mEh4KT+3qiLh8Iwpe2ZtY1s0C9Y9F5NkpUVsJcG2YbkTw8lu+QGsfISm7v2Jqj7ktFm+7te5TTzQGa4kNx6+ybkXZna/3av6SamP20dP0UTUmp6yqaybLbDeCKP+tCV4bfRunYlXaysyfNSgrcrfhUI0ftxu5uZuHx+33/7mfv8YRoT0eMwZQLpSxkFO6YqZZoMSM0CIIdonYMjHzE/zO++X2SOTCEA1i8JbkoQURmdiECSc1Wa8nsq9/IS9nxjNtxSsB++0MIolu80q8QaCiaieRdZ5lqAjk96tuiuartprL1mpBPxp73bOrKR2Im1x0Bq6wqSpm3WCzOUPCLMnI8hSTHQg3y6QFpkwmWSQQ1COk1G5ZdfJpUsYnqoMeBkq8oX6/3e8Tqo9P95vtPot1O+bAvlqf/1Xr65WSX3k8TlfLvj8pTRwd24Z1YaDdE83m94T5h+XPx4PuPmcnwAYypyPCyUdxIWbqUzfmHPOmbmSXDvTaWdQtNeE1t7Y6veU4M3tv2Q4bhHzfH+sA5YqfV72uYBv6NWxSu8y/e2L+7D9SX+YEmWq1oKxG2KH5bZl8Lp3z8OWQbSJZG/6KeZ2Bk19vXwuZQbCfaAU47DbuH37+Pjpp28f3+5/+MPvbjcHRerz8ZAUcaGiMDQzJ21jpZ1PzuJmBHkpv0/d6cPsU8GZMA6507sRQu0jjGDkNFabV0nVXuzLMq7uBYJqVEmDHayOWb1ly9rErjmhGZbGLfdKAmQudPuArPqDtpkrDf3cta1a8QuIRxHLs0MEuumBBCVmdra9IIcBGUqkzFBbKNM48Ta8sh8XLZ/7vcHRfTNviu6HxHfS39vnXw/YZtvzEd+e+Li987tb0+5Dz0jKLwkglWnUSddqwxbAykMvMeNubgbCJDDMWHOf66/5+b3uw3jNKy49aoVXJW5BZi4pMmtyU66KYWt3uxa63aj1ODjQOr5JAVvtrP71r5NF3wSHvtihbwT3Qymzb+mX/prRzu3p+ZuZQeVAbePlVGN2JInxS/r/KXfMrLCVUwUau9OgGZ0c4/bTT99+99vf/e1/8zd//dd//M1vfnO/jz//5U9/+tM/S3m/83HJLYMBMuKa1+zaWrXzNYaDnb9zad7ccoyfFRZphJkN2AxPQKb0LnUuOIQS3OasLnZo0xN51PjVYhW3a61SiYC1I6zqkFoN0Lrd3fJ2rWvWBSWMoChqcjmzm1BKNhSEB4DdLDMFL5zPdnPfZWvpmQ9ctBypFJWMZHW3SHSmfmSKSYOX32VE4sWWOfYVwGJXVnPjJ6/as3buBZE5z/Cvf50C4oAenyKGCyA5v/Ir4uzrn2rP7LBQT34o6V+93lJYVVqd0FwXH2PcR6dV5uoWPu1ZRJOKqzJdROjx8fER1QRbuTvRZMuX6/F4XNeMiL4RPitAloW4eqKgnZ+9Sjhcg/2gX8XB21e+vv8lq+Rt6fjqH50rnJk8biZf27zvbTJQq9V2rUCLg1wC+uiCeAa2T0PmzJF5++t2lzY8VPWWnV1t9nH/+OMf//h/+Pd/93f/7t/9/ve/y4i//Pznv//7//znv/zL4/EZEawUDdoqia1EBlSf6OLq3pT27/JzGCJEDONIMmiTbjYIQaM62EFCMmGiaOWGQ5UOvmLkx6Z1VgpJPDWllsetlhPVboVafk0Fs7sLMJ+nNZioG5BEVBZFJbrY6oy3vlG55ljFdDPR6bwlXJCHD4AqquhKdDATCYYUWVVFiEzzbmLuVZlAjq80hAPgIFm+P9Zwb3uW5G/W+HGC75ssOAMc58/ziv2VQ+5hu6cH3WMx7a9wR0nJHlBd3v6PjClJpFUoupo8oItltuHQ/XE7CEqYZLfbGCMiZ+4GAvp8PBrl5x3A98ennjfTvQmlGkF5rXH3Mge3HDWrekitctNFYeJKXtkLS1IrW+qUBfkl6+S5aNk5IKstV+8ftOqOdThhTdOd91HUq3aARJSz/7yKj3HKreduonqurMPW7DcKtzEy0sDO4u+WK7sxcN/hGcw+6apE/NZMG6OpD8cYTh8+/s3f/u3/+X/6H//7//6/k/L/9f/8f/yX//Jf/vSnf/755593ErAAjltMfX5ejysej9kLs4uLWF2NuwGYwMcMgXbzz+QwN5mnDSIgV85I5xyEW1ktPshICXmrOml2C5rtvZphlR08n7R3OYHOhc3qysnSPQdzEGs/Eyw7R09w2dxnBCi6AU9XdDPg0pSSZBtwrey6BfzsHcmEZInuf5zCFVs3pohULt3sgxhmz0j2+WyvQV9sEISvwdSvzI1XQfNLr8No4tni5AdnLEb7Efb5SxdSj4nRuYJ6venzkTf8KGnOkGCGMeR+xyHXwJ1tIUkhjIFb6jEnavhJW6G0a5KE8fPzc15doJIzLqXzBiAzrutxXRegRihp7JoJdNcBSQ0T1PP3cp0e0ylKXrfv5f0WNFkNwA8G3hbB2/K+vd+7f96DjpPXrzio6HkJYyK7uPAocLOVYrcR31HBJiXJMcbn5+fzT+OpDjdgvAMluZqK7aW4+Rg+fvrp29/93d/9T//j/+mv//hXf//3/+l/+X//L//5//O//vnPf4mYuRJ8zSxTj58/56WIvK7UwkS4TDaA5q96VBR5BX7OPavDyLxZesogFwblVc1EzNCNEHsoBlJOGkdTVmXkb6mGr4TNWmCpjBut4DhW+iydjPYWCVBeRREwWirHetIdcKp/xj2AhNYBeHbTcFZy7O79yHbqkokM5QZ9W1IvD4ToPl5GuWGY3rPyvhJrx5mWMNoxBa6Uk338KWWkd6fm6+tFjh6dFvfLyClp9fd8u9bWYziIe/9WReSbl/CaZbuPzwUsZ6p6Tc5IZgrdrDBstSzpzfCW02XkUXcOM1fePm7j9v328+3TPj/5aSKvmHpcRRGVDDbnnNeVH9/6nGbuAyCU1dusNxQHfy8pc6TSrNVYAbhTauhXTcUTj3mTR+fyft3T87Rvoeu+xKtrpp09pCe7nuqB5G5ntbvzaMGUc87b7UY+E2q2OgW66v2UfftOCkcb4/5Xf/j93/3dv/uP//G/d+P//D//3//Tf/pf/+mf/nFeF4BMzTl3R77I+Pycc0ZGzeooiIc7CFlVj4vfQNHpJGYmldVknJQZA+6ZlA1yCA5z0jxMOU0igbi7Qrq5363meSU60aQ9s43OYtnaADJSTHbzqg0pVMOZtjOtjKLmnSpgqMbnBsC6IwxbD/cWi7Q8zMPdGj2lZI1zbsbPsvcjYBChzJkQDOSOuEMww804DLd+89bFil3ZYKu8Yt3/U6zswOEvvU7K/iVBs3XsG333X4HtCJ7vrXrzvN3wV8nPza466fvrDez3BJTdFq9Ss+KKuObtdlcOCObXcLuPUgksQhetoxHDaDd83O4fP91+/tmHV+ncjCtD1+dnt00xmrnAOWcHdHMZFEuQsrpwSbsr0rZEcBpWP1pSHEzOQ8JyRUd02Kjr+OfyPlfjiZc/d8eWN297WtKSW9rFra8BoHZ84lm1cOLEkraPo6OY4OugyDFGxNzrsC0XLvPTrJozGMnbGL/5zU9//MNf/83f/PH3v//9P//TP/3Df/n7n7//eV7XfMxrXnXnALet1AOz1IMV6/zubivgxEq/paqymdXlQZrXA/MRmdelT0sz84SDljaIITjoNBsPMgcTSQxIuNWZc1Z9aweSaV019761gKqXFgAksvp415pntV+gsZJOyCi/WO1RRqRbT+90Z+pJSDv+gFdh3XK1kyiz8lqWvEvVrJgiKVpmqGupdDOSdMcYuJuG0yEDRkJQunkDwqzuGG2IlWTpHGgQmvsWrQcjtDN5cu/BCT9AfFoNv5ruWABe4eFs+6NJU93xqIrY24Prpt/r37kveWjUuthpHyxOAPppV0ceeWQEbCq+X99vefsQInFN3ofdbjavx2KRlm/fvn37zW9+U50cYLdvQ+Z+u92cPgCLORJ/zswZV0RlPEQgktd1xSzOASn2YCMW/lI4KWksq7N1xUuMudQOZMLGF7SkANEz11nNplt7sMxyrnXYO/PsfSsJq4THuKtDW71jTZ3PDZ2wq6srVMvlAq+6fa16gobSzvSWKhHAKi7tllpADVKY8zK3NphUtk9otSUsDNjoWnmu7v6bj/u3j/vf/Dd//Ve//W08fv6H//WfH4/Hn//85+u6+tEKBZ1X+RIzbknOZITPuCpB+GZ2v993M8MdZNyGmOIR85GpuK75+Zmf3yM+HwG7crhJNNCQN4MrDJcp3PKbgzNrwMA0TzD8YUl3c8FEB5wOVnWkWvyIiehm2k/fJds/kdhMi+zmnOpYnMTq8oSKm1tRxLWHRNezEAGhK8JXvHUB+1DU1KkqiUkpwYCHVKOjUki6KiImZMbdeTPcoGFrTEJ1fngu3wJKmzO/VMosrQu+uEtl7uhH/uTL66t9fho1+5POOvyvxWh/Sa2fYu5NwP3CXQGoEGDGGoCdmZH5mFMJKJWeQb9REfOK7Sz86U9/+t3vfveHP/zh22/MGkG4tRdQLSTtz7N8zM/PqLRfHzVoeK5SQzNTzBOyxRez5awe4As6tvtUQ5ktPCCsHszmXTFH6Xrm7NZZswT3GtKH068sKbOXsbFnVtCoiKo1WFg3E5PWyCvIoEhJWeb/dohOi6ZOvj3fFbDTvmIqyNLDK1m+q6iiVref0Ujy2/3+u9/+5t/8m3/zm998+/zLzz//+c9/+ctfrkbZ81iuftQx7gBXDwn7zW9+UzUHt9vt4+OjhpRXXvKWMihCn495fZ/XFTOu7z9fjvldyiuC6FZVMCGVLhnggicYSRcCOezmAhURw/0myejV33llnffW59YPvSUbnT8MVcNu979UuFl19cztcKErsBc0trZVz414gTILJ1Kvdg2HKVQBkahOfVck6IXhQDl8WPt02ymCmbm9SpknZ2qBOidMc9Dcacb/yusr27yJgDenic98XC2iXs3UgU1/feVX2fT16r8kVn5wZFkzkKTr8UglYDEnRBucYZmh4fceyliG+iz6+6d/+qc//fM///S73/3VH//400/fiiS+fdzdMJzDhw//l7/8ORQeZJZFoOuaj8fj8/MTVXQD7Kb8iyWelu1aCfJIsS1FVGZc99Mze36rbM8KratnXKqn8kkr/8Eqp8FW47FMrPRvLntyrTAqs92tJhxUkweLcp4KOMhMdad9ZdKyNN5ZT4SFwpx+987Bc3dgg4CaIQlZYSPIJKDddlT2HVseffv27W//5o//9t/+G3f/3/63f/z+55+NHLcbFkJUEfSsBnS4IQIk6aLd7vff/uavvn37tqVMyZcCbk5bpvX8/Lwe43pc8/G4iImczHgIkGizxq5nGvJGAPgAhtPHmGVfTKR66lkIKdwMcGTKLU18lkJgJXEDJQXKgDm4Ab1FQo1xK0ekAmFFC9qsQpOWkFUDYFjx6ndN34RURZlaustCmNBMzcRMJhUpdzNYRoya5btij1jh+aeUObmOry7G/hj8QXJw/+lfYXrsn/upvgqCpmy+ruMvnfDNM3p7hFdg6FeETt1OVtZ0uVASzSLiMwFhuIVbg7V6Qo81fW3O+fmP//jnP//L7Xb77W9/+9NPP93vdwLD/be/+81Pv/3pN3/+jbv95c9/+fz+XTmvC/c7H4/H9+/fZ8RP7i5Z8FUoH4u/cvPINZmvHJ+tlICa2bRs3oauCYwxdpqQ+cjKBCk0sBrsgWO4m4PonoDP9eqKspJtIN1smNeQOdSIoogZkakpZQ1AT4qUmUJC10xuPbnf7893KDprnCKwCsFFu0tKd5rNiMoezhTh24A2t9/+9rf//t/927/6w+8z57/85c+Pz++l9M/yhdpllJtfXGkDtN/+9g9/+Ks//vTtd9++fetOqccIvZ2/s+2v67ri8vsYj/F4kBbzlh9XPmbWTFACmFXMlCgc1enMvCYsJUMYXJrID8oj59A05o1m8pQRo6aDcyH81L77wxZbybiHFgeetomqLnQ7vMsg2hZZh74P/n4RNH1k668enE2W2IhcHXaCFcU25LfbMANZg1k03NxQPQPH3nWeUdIVwdkWFAAprDsPY30DG/nfpsrrYx8P9quWxVM/P0VDn2RNBX47+JTkT89rH6mz/PIHd4hN4lLHEAtCB6zS/yOyUijnTEhjWCb87lzNU56tTwRRc87Pz88//+UvP3379tvf/vZ2uwnIzNv99rd/+zc//fTxn//z3/9v//RP+bjcrdqj/Pzzz4/PT/7u9z6cV+vns2BvawBjYy1YoNUe3gqgxnpV03wJNrrkcvhofNoNwpXz8cCcsUnO3dz949YJQjFjQWM1vpbVfxeA0Xqsttlw+/j4oNu84jEBaSpuPmb58DUZbm1E4TLbXSrw5Qw/78esSZJb50lpxJzBnguOCCMwNevkPlzSH37/+//w3/77v/7rP/7pT//8T//4D3NeUjItItp+2e2yIuGYMRVh5uN2//1f/fV/82/+/e9+/4eP+0cJF642hgB2M8MNynRvY+csj2BO3h8RDx/jGjfMT8243wwzUx7AzLyNUZQNdmpsqU3NFHK4TWFaBmyU8UsrJ8etp7U5fc0LeBLwXjR02/NkgnCtbjVLiGfF6V5S6dUFgU/ZD6ALvp5MsdL8ayiICYjIKzFTIV6hz6kJmnlS1v5ootKbO0++pceLx3TaNW82Tv+il6NWW+8ykN6Fy5sp8VWsbEHwSweU+cWOxm9TqF1/HBbUV8vlV65bFLw/ycyIzOiYdlYws48xN30+HrqZXbjfb0I37i2uqI0IxpyTkJMZ889/+tPj83vBh+M2QMH429/95qff/Id/+eMf/vkf/un7z3+ZEY/HI2L+/PPPqSSgTglc02nN3qAnHu7SejVS6ySJYW6FMDsy4+N+/81PP3XPE2L4mMjPz+vnn39+PB5K0ODG+/CPm9/GLZWTyGQGBQWZyphxu43buIEw2u1282FG3u+3MqwExZwEU9bOjhtZmeYy21GEHiZ19sFbj7nMtE5H6k2puElBJxGXu1tPpi7S8vvt/ld/+N1/9x/+w/1++5d/+dPf/+f/9M///E8VIrz7x8fHx9Y9vXruyRRqLAT/6q/++r/97/7jH/74t99++u3wZy87vnpJePJz5eaRCtT4nNsN8x7X9+lW1ZA+FACdV40wcbqR2W6qADhFRRZWpwA8NQ0pjJo+6vowGSjSkI4n6x7mCN9EBE/jv9+tysZn/irXH/qbzdO5Cxe0rYroYS8mVWF9XokQQ+UrYSauwEMC4tswd2S37+Iyw7Xb9P0Al1nP8fzwRXw+5c9TQQEv7P1f5XkemX6dLHTUQ54HbosGS5axvL519lMOnpbLjy5KfrFl6vZ3aItk3xiAbagCcybxeNzG9XG7HQ0u9xZGzNUaFSQy4pF5PR4fP32jGYhrPm4+/uav//i3f/zrmPMf/vEfH4/HnPH98/uc8/ZxB6jqErQnQpuf97816vG8tZck4WY3d4IfH7dxcxru4/bTTz8BzJgR8e3bTyLyt/rTn8Y//MM/wmDmZv5xv3/7GGb2/ft3LtC6H+pxzXn99NO33//+d5I+Pz+lNPpwuw2nma8MwhmR4g2367qqy2DdaBgRiClSOwfv3K/9XMuoqRCbzCpYHIvzx6aE2+1Osz/8/vd//ce/+es//jHm47/8w3/587/885///C9zTjfebj68xgDrnNayzE5J+dvf/tX/8D/8H//t3/23/vGbm9/N8lze0xDe5vlBz2S1CnfLKo2GjLgzh+PK6Fihp8ThdjM6zCm3Tb0gkD0mGxAfV6ZbJCIUfo30W6YbhyGyMlCcONnqneNSOhmuYw7o9jT7KzxT69GdxFZ4sNV5hZhqO0qvN/rbY3zz/0vZnzZJkuRYguADwHKoqh1u7h6RGZlVWZRdPdTTO0Tb8///w37bq3emp6ryjgh3c7tUVUSYAewHMIuKmXtkVQtleqjpISfzY+ABeMhKRX1RX4wCklyca3koMWqVcOR0E5DWWxv/45bAStWAQhhdkb3ja0fs19i02jLbhxSX8fcdJTSzggihJESvGUd6zctcsAV1gtkvW0Ob778Fo3a5jiZ/4EDQZmah/mJE4mallMRirkUp+D7pOwe8de2IfaYkZrQqWjHHg1E1zSVf39z0fV9yOeay3+3ff/zwqx9+eHx8WJZlN+5yzuNux0RmOk8TwYe+l5Tg0JaVskX2zdXVnLfEVBdjIDHf3tyYl/N5KqVEw9yIEMeQ7pLsdmOXOncH0X6364RW5UoRyaWo6jLP0zxvn2ZLxnOLU3A4kER246DmIBaRorrkZV6WaV7MHFX+ribaRiIibzL0HM5ghwsLswi3ACNAREWVGImZICH/sxvH3W5/c31zc3PDzE8Pjz///OPz83PXSdiYQiDCMAzMUkp2FzNdeUBiSl3PbL/+9W9+/Zvf7vfXnHqWJHxZzLepnuublxXJ3QH1lk3izjCBEwPJHU7KxOQlPiQhF5ZElsgTLAkzeTSN8NoxVsBVacDE1V3d1F2NO2EXEoYAREUgzR6pFjyHGsM671ZOBrXpAuHicLRBY3XchydlWFcuQnRZqDQOMYfBCxCYo118dNTMimwUN8HUM5ky0EWBVovbXJrQeiI4w+HGLfAuNS+jGgxx/lSjU+5e4vZ+baq8mdJ/x6JZH2QzauK+tcB5JQHBILcWpmsPPn5V4ycb0uebB9q+uTUdw/dzZ4cXdwUprJhWORgvbnEeIKKsmeBO6Zw1TUuXErOUYmYqwgTqWOAwm2OxLKWola7riGme5mVeGJTevUspFS1P52P5rHe374ZxvH33bhzHeZ7naSLz88uxnE+Hvr++ud1fXZ3P08PjY9YSqL4ykXXlJ2I1bpKuianrKrMQesNWzDtfljyO0nW9mWnOgO/HMULZAStDL0VtyRlELOJAKSVEAIOqGMcxnLgNX+vzUsLo6FNKfe/uLC7MkoY59y+ncx3oRARt+T/hEzongrVIvNfEn/CPiNAxD30viQmey7wsS1Hd9+PV/kDAh48fd+Numpd5no9PT3/947+dphOAbJRzYeKUOnfPeWn5xHCHNC1xI7jLYX/4h3/4/W533Q+71AUZVJOMV7ZojX+v/0YVZSklF13mUubsy+x5Jp3FZ8EiYtXZBqsbAHOLwhFh6kTENZF1AjiXWojPcHJjdy8OM7Syali003DvyD1RBO+CrRcQoQqLO7mSR71UCxYF/CFskOpURwE3iGzN3Yc7QY1FooAbDkbUOTJRimSZoqpwJWRgVi8GM84kZ3iGq2uXKCVOKfhCF2ECxLlnJmgsT2lFhO1sfPPOxW7x9a86SDZ//Ds2yy9Nfnzb3iGiV2ey+ZcqHjU3cgWaN7vgr0quvl6a1uXrkstaMbTu0KKSMEjNUnLmZZn7fjA3mBFBREhYAPNkZgWFmdV0WRZqzvzL88s0z/v9/ur6moB5nj99+iQi19fXQcQsy9L3fc5ZNV9fH95/eHd9ffv49DgvE85uZkm4E2amlBgg7lLOWQ1EHP22o/j46urKzKbzqe87a03RYmPmYehzzofDYb/fn04ntGWE2ZdlCUyJ4HokpAXEdF13Op28aW6Gq5jzklIiwNxTRHOKGps78rwQbDf0WrIQjCkJqWnOnjjFjTaP+6ccjTclRcrfbhy/e//h9t3Nbr9jwvPz0/PLi5teH66ur64BlFIeHh4Benp6+uMf/3g+H9VK66In7jXBL+pRL8O2OaFqKsK//e0/fPz4MUq3zSwwyFtnBXdfk7NrivYqCayacy5Fl2W2PPt8oumcchYzQQ3/JWI3VoYXRQ1LOxGYqBPpGIlBcDEqMIDdKDqXupGaEZmLJ4YLoWrVmBF1ELBHSj5IQuws8g4Yr6SR69k6EIRzoImTE0XgrVmmq+cBauJabZ5U/YII/1hrCq7qqmRO4dmF8nCfuO9IWCODSoST1Lpepqrgk7YT+LUTRPhKDXRrt69nieoxEdE3rIn/yPYt92olp7YQE44cBU+/9a2+ubev39/YvPWHpqtTgrXPFDZWUhi1qoaqm1+WJafUITq6lEbFmxFx34/MnPMiJkteAn5FhIVzzs9PTyR8uLrilNwxz/M0TZ8+fUopdV233+9v390MQ1eKPj09jLthtxsOhxFQNxdCP6RxHEspfdcz85eHczf0qWlfCtds/ZQSc/WAVLXve3cPFBvHIWK0AA6Hg5l1XVdUgRpASim9vLysj7vv+zVnJOccfHbsLS4ZF1pKrczMnlKfl0xEfZL92EfFkHsiojkvMWnnZbG6bCZmBqFLHeAi6Ve/+tU//ePvUtepaik5EV3t9vFEStHj8TRNZyL685///Ne//tXMUifstZ8BQEkuajXuHpi4hrHUjYCr66vvvvtIwT1p8AxBPVg1VXJe/40X1gTVrWl3lJxJs00nzufBsgAszEYMUOi8MEOsRIdYL2FLMHliSuwECINRi6NY2Cs7oeYo4Yy5GpkKJYEVL6Y9e7Rb8ACGyq0SEbspanipvhOkbqtojV5PAKDhtTgBljgBnNWYX/VQQVt+HBSdLk099ECLQ52Kwo2YGZbJCjkl9i5xxxTyX8LBsSDcn1rHtOXkVnyJa91Odb+UHfgGbn5JgeHfgRX/hRhThYlv2UbN0ruc6sX8+Grn+GVPKrY2VcgjM+SiN0xouWFmtQ4+ZogQsqaoLiuqqiUyU/hSE0x9P7pbNJNdO0zHcH94eCiq79+/jyIONct5EUmyLKfzqR/6cRyHcTidT/efP19dXZH7OAyJmd27rru5vgZwfX29LMt0eum6XlIKo2noe643x/f7fVz4qs4fV9V13W63U9Wnp6e4unEcU+rmnA9Xh5zLkheH73Y7Fi5F+5SI+XQ6lVL6vt/v9wDmeV4fHLV7qKrn40kE+wMPnSxLIaIhJXNPTCIJjDRzKUXNADM1YSEiNd3v9+/evQMwjuOvf/XDftxHwfrTw8Px+ELE8zKrei55nudxHP/t3/71/v5zzosIz3P25tQApKISFR5Rf7CKWjFzxOkJnXREmKZJnVLqWq0Ytj7RsizLsoTjuCwhBnxxoFTNtJAWX6ZOS0cOBjN1JKEXR5UyS8hlTY+r5BSTiDERgVK0ZjM2kVLc3U1JwQXuDrUWmCIxuKhB4GSoXZU8svDCUbKNBV517IiAKg2ir6YY19Q8h6rXRpSvqWQLVgfkCPKFitOiNmcvhdQofDWYdkydoBekRJ0gRFAJEQ9rxDnoG1l5X898auEkItrWN22ApgoyfQ0fv+TObFHAmo4RvaJyLhi3nqFXubCLEfMGRFbE2dpH6zlsrBhqseOaJuNec6iJpD2XSxIqt+obM1uWJZfSuohBkmjRXAqBVIvWfm81iheto9HEO8z9dDqllG7f3boTCZNJMXWCq5+X+TxNHz9+vDoc3GClwDSfp26/e//hfRIBUd/35vr88kwEZhrHIedFtQA9EQ1DH45MQEywuWF9jOM4jiOA0NCOpJXdbldU55LnOq/KNE3jOPZ97+dJzabT6Xg8xtSNGxtpQcw8jmMSmaYplqisBZSYEzP3PXtocYO6JADUrO9SJ2Iw1ezuQzeYeS7lsNvf3tx0Xc9MwlzK8vj48OXLFzN7fHxW1dPpBKLUdeM4/PnPf356enJ3Ymgt0rA4vahBlqpdxdE4gVpdVfwbGTTzvBAfu6ySulC1M6sCVuG9LsuSc855zjmHLeObfniVZS2589KRAUpuHC03SyFGJ6TZhJFEirk5VYlejrAbCUHiuATnVBQkbg6loHCZau8aUjfPRZggKAQv7q6JnYnYsXbFjB5vZnbR7GzjzRpZXBmjdYaiNpkkYgQvQ4wGUSUw18mcipVi5F5T7rTEcYjIO0HP6BkdITESU2KOiUE1Bhqk4aaBwaqT9Gbqrm+u729dmIYXWEMD39zD18j1BgVef5N+meihykn/B1J7t+3E1p+vuQYt1x7mFp2Y3Fu1ITxaFLj7hSFiBryozvPc970DQ9+H4aDFtOg0nYlYtRyPZ2ZKSbhGCqtslJnNNj8+PqaU9vt9+Cwx+pdlAVxLOZ3OV/v9btwxCUPOp2noeyYm4ufn567rjsfj+Xzuui78kTZosNvtQv42jkpULakWF696LmGMdF33/v17M3t+fn45neIunc9nEZnneZ5nLUVYHh8fzezq6qo6O/PcDm1d103n8263u729fX5+Ju72V9e7/dU0z+CoLK3Nu7Np0Sr6m9JwdUXu6LouMlJFZF6Wvh+K6nk6Pz093d9/iUD+UnLJRc26fry7+/DTTz9++vR5GLqi9bqISJW6rhvHEQ5VC/Io7gMRdV2Xcw5zLOes8CUvLy/Hot71hSVRrU31rRWTc57neZ6nZZmnaVqPRSsHT5TchN1YjSx0gMJTAVyEkqEQBdtsgMIKoHUhZuKQxXUHe+2URObOTGwuENMq2Qu4hQKMw41SwwsmJDAogjaoRK8TEQOuWmK8KVA54Tafmh5fJAoYNzem9ausWm7hfpkjFxSFOoohhMStyoBaJzT23It3gk64Y07CQg1ogv1xvXhMcQO3IEIbXsZDlJ8uuTLNWmlE7FegsLVNvgad9c039s5lz3gLSSvEBYh9jUFb2HpzoG30d32/2cBmZl7zBbjZHJeAVMBRRAqYyNzVVKMHBDDN87IsXd+9u7m7vbkFMM/z8/Pjy8vL09NTTX4hDusrzlBNSylfHr7M8/zx48f16uZ5BkjVnp6e85ztGuMwmGHohmXOn7/cD/3w9PSUunQ6neCe+q7vu5hRAGIdtmaV9X0PIIoYgnAZhiEvmZiiz1nAUynly5cvXx4f9/v9sixRyBPmyeHq6nw8RS8Ram1Y53mOYsJhGOZl6fv+3bt3u93ufD7f3b0fd7ulaM7RqVJUFczOVJYyz7PDl1KkFBZOXZekE5FcMhFP01xyMfNhnD59/pnA+/FwOp1BpO7S9bvd/s9/+suf/vwHFg7J5BhcRDyOu7BfklTCO/LxzufzNE1xe621rwEjL/n56XFZcjcsxILmZAQPk/MSfNk8LznPOS/eaO8VaJIIS5s4bXFF1Emu+hgU1WFRU8TmHiVLVtV9GURiDmIP+UpidSeHOJunQmbFQoi6lb9AqdZ0wE2ECLUSklp/dLR0IIAcZi2p1fwNp7HO3+CGPXTIo/jCDVGQpgY3Uo/2YVUTb8muVrsmsyAxdUKdhLXCQsSEUJmpM5SY4Kmlw7T7s85qjvpIJ68VjG2uh9u5gst25r9FkDfg8jUobACrXvbFG6LLN1fg2Lx+1VDE8NZWWgFihZjXXwiIXKuTyaInJyjaXRNCbOES62Jmd6hZEoYjpbRLwzxN0/k0nU+n5+OnT5924ziOIzPf3d29e/fu5eX5eHxx98j+JOIkblmXaTY1XdTN3r9/v0aI3G2elmVa2OmUTufz+frq2gm5LM9P5dx1p9Npv98z8VKWcNNUres6Ji6lHI/Hw+GwLIuwqE5EdDwep2kaxjEmyDAOfdeLsKotS+57PZ9PP//8M0vKS04pXV9d55KTSN8PSVJKabfbtSldIWa3243jaGb7lIa+Px6PKaXb29uX4+nh8fF8OsXC4+7LMu92u3meS/R7aw0Xx90OXhgMxzLN8cgnVXfknJdcDocrc5/mSd2IqR+G+y+f/viHP0zzFBVFTVkuqt7ZHVrUDSKScz4ej02712KpCH7K3IXTsuTHp6dxUe5mrigTnfxKzsuSl2Wep2lS1cj/XZ36OmKZQYCpEhQogFaZC7hryM9XuZ2qDxTvWHEv4FCZS+7kBK6tbglscAMVJzUvBSxUQGbkoa1rFk2Si1Z5XXN4MgeEIDHrq5KeA4gsaXgoeEafgxpOep1dWAGlfhRkjXsxL2pZLQef7EHQRGaZA5bYQegYQt4xCUHQqrFRPbRVxRWgFH3ovJIglbaI9TzugEdg3mvXBuEE10hwCEMnVrntNP7arPimu7Q1ZNo7TU0EoBAf0y01Y4FuZkrkzDX3KBgh3+y8eURv2eUVy6LxqNeLdwBqBgIzRV8rNAFErjJj9WsizJTUQETjMBzGcRr7eZocVIqeTsd5nsJBOxwOw7Azs1JyxCYAqKJjhxXNRl5enp5KXn77299eHa6/6ANz6tMwz/Nq5PdD34/d48OxtzQOoxAzSFKqKZmOeZ6SSJdSBF2DPkipX5YljCki4lxyLvOcP7x/N/QDsyzLWUSmafrrX/4Wa8RuHN/fvXc4z5RBMH95fkZrWnI4HE6nU5AdoYyz2+0ABB2rqp8/fz6eTtFwFsA0TRFILkXDQUOlYLnrO1IvJetSVp+Um68+T7M7jsfjOI6n08nM9vv9/f3PP/34I7GlBKLKsEgIaMBNPcL2cbZrcZltGsKdz2cA4zgyJVV7eTnOcwEnVPUBW5Yc56xazKM9bgIoGsNb65QGRG4rHOpgA2dDBnKxQhAoQE5uCjOKyFLrSQs1ZEdBHWAUJfXkBBd2BpyEDARngZkxkZqr1QXenc0o2oYxh7fkDjc2t0jbCwXNasw4mEGGqv0SHtl2bkY+wVqMWWcHqJgWJwUZJYe5qZqXiCs5iUBVGSZEQ+K+4y5B2JmROGRGEUpXQG3jbWavtPIuKLeGyLhG7ImIPPoe0BYXvt62n/4dW+ZrCNhgBFbNlF/6TvR+oxZ+e+M//Z3jRirBpTHl2jbgkh7aZOpelywE4jBF23YrRaPyjUi6vjfzEFKipg/w9PRERLXLTyO/1mLfpWTzYi6n0/Evf/nLP/3u97c3d0/PLwAiaWWe55TSly9frq6urq6uXp6fSinjOA7DEG3n49HE1yJxTlWnaSIiwD9//jxN0zAMK9rGjT2fz6oajNLD4+P9/ecl53/4x3/88OFDsC2Pj4/n8zmlFIzMzc1N0D3MvCyLmh32+x9+/evj8fj8/Nz3/el0+umnn47Ho6RERCu1HE9hWZYV8as7w8N5mtw9XDMR2e12DcHl6eX5PE9hO0zTdDgcpmn6+eefl2UJT2NdmdbBGTbL6tat7G+kGgMYhiHIJg/Pw6Cqy1KyerQUdvcKdsTmFnUdpSiRd6mnjfDwmurNxAwiN4YzubuV4olNovDK1IzVSQ3uXszgRjBTL+IKVya12rI0LIim0CYdmYOMqSgxGRNRMWeKqsU6hrUQApGcnJQrHxMTtwZ3aksZj0qH2sEbl8xmi6TBuI1Yi7CB2p22jnmtQkiVNYZ7SgSnjpGYQ6qqVk5gDa4DDWLidr1W5LwwIE2y6lW/MayVFDVbvG1+ESJ9Ncm3APFm5m99pTffoebWrV7a1wDy6lexHPurPW+/vTVtVEMrnmKAhvxaI2gAgJgcLlSHCLfq4YYgZgYtuizZzEN0Omp3gkFcDyq1S3S76Y1/rWcIc7dSzN1fXo5/+MMff/ub310drqf5GDNzmqa+75dleXl5Oez30dE9WBJsSrdV9Xw+u3vXdaEL1/f96XQ+n89rcH0cx2VZVPU8TU/PT0S03+/Dmcqqqetub2/nef7y5UtQpMF9uvtutwsIiMNN0/T+7u6777+fl+XnT5/6vj+dz0RUVIdxjGDQOioAxEGDIUJbtNZnp6rLsqyIEJecl5qc8vT0FHXtP//8s5nBscyzAxFOiu8EIbXWedTJYxYk1JugWD16DBRCzbdT1aotRBTVoVoidsrMka237qc92TUH1RHNpyNT18wZxY1AYCLi6Iqh7iWIWfbqEIHU2IjUncEMWg1xoejVEyk0UIczFTIzK45iVazKQgYodM0r+2EOYrQ6xVUttU3DzV90+ZOr0ect9qQa8pruZqpeSmvMpEYV1CzaH3aCXqLzKriGri8Qs75wcwICZV4J59TP5JIU0+CG3Oi10bBObKxh7PV50Ffi+F/96huBpzWHii7G5gb7Ntl6l5tYR/AlHWt7f9e7jGpAofV1WL9iCBPGwEwGiwbjRBQjTFoneQAS4hmOXEouen11RXtf4z6BRzH653k2iyqrisvbRNKuSzGjzZwpTdP0+fP9+/fv379//+XLl3XWiciyLCUv+9CsIVqWJXLkoi5x7e/S9/3xdFqW5fr6elly6pI7ztMZwA3dnKczM6vmaA59PB4jkiIiHz58EJGnp6eXl5eXl5fVRri6urq9vQ3+eCWbDldXP//885pZ23Vd5ApHdMZet9O2pr8ZrlbLakG8BhD8Thgj8zyfjkdncq4l0cMw/Pzzz4G2Ieu71o7F/fSmHIyWOBp5yS32pOHBxZXGpxZrfWQDE2cvxCCwFl+tpBDiCydXOIXO+WZUw9zYQQyBRX22kyLoBgcQxSkRvYS5ZSOCZ/WSKBt1oOLcEakXNhcRCt6VHJGnSFxUmQEnd+KO1Yi0ErX1KA4jr7SLmkIRGQwhVg7XljSrqpH65x7xrjYdqso4wn64mJzubi1kTBQEaLBfTO4U/eU8kXfsHVOKplQcsflq6DUSqJpIqa4E9HrOv45Jr+FYUNWPb1kz9dNQfv3agvjKErnM7DdYQ5vCczT7jegtBjHzytR8bQqtQ3z75pvXRFRXngsS1QuuMayaYleCFA8jfL0VHvFIV1qWeV7MfR8NCczCLA/rfRiGiNqcz8cI2cRAj82qEKeIGJETk6p+ebhX08PVcHd39/T0FDc8VP6DRgyQijdfXl5ExNyylqEfHJjm6TydHx8fJYmqlXJpNfHzp08BKLHG5ZxfXl6WnPOyxLR8eHh4eno6Ho8BGavF9Pz8PM/z3d0dNXfv/v4+53x1dbUinW26skVQP5y48Fy0VkvWqzaz0+kUmSzcSttXmFhyJiYkSSn1ff/y8nI+n6m5XSv8hbWy3p+Ism0Xkog9x+vtRyklhUfxJHEVz42JG8tbKQWElGqaJV6vVZelzgFYRJASe2IIWJgcau4ELu5LVjMxQlHNymalF+8TCrMSFyf1lFApQAYRk7vGRIQbC5FLTUsPDdQojDKyVsJoQStU1ia4olXWh8IQq+dfbZ5qBbcpViWv2qSo08f0YhkQsVWJ31D/czAxU0foGOzakSSqBVYpAk/EvCajuAfgpDiJkMGJHmkB869Mm3aXmbhyNHWLouhLJHsLK+vZf9OueYNKK2SscOP+Ck1WW2azy8abuLdl5N/fvBpIF+RuHlgcMcQWiFki9ZI28YU4YVOAKRd9OR3pJ//+u48ppaurq7ws4zhGeGLNSbm9vY24z4oRMV3VIuSSmOFuakVVP32apunl97//fazS19fX4YO4Wdj8Xde1bHqklDRmZlu33b3v+3meU+riiBHTjTxAIkqJwVROeg65ia778OGDmj0/P8eXz+dzxLmDhri/v//+++9vb29LKYfDQVWHYZgiBGMaK9OwG3PO3dCnrjNVMxvHcaWf3D1I3OqdbFLGmfl0OgVzRNG9s+/7YSgwd1+WJSjbdYSsTQ68cTExoiKTMHYS+YRxl7xRzpEKDEDNqDq2xszFiggVhWphqoUUEXbppONWQ7N6vusRpUYeTdgTg8mrTliNRmik4WUtS3E1M+JFlZmLeVEvREVR2DtukZe2wnGM8DBuALDEYmhmqRPxoLcbw0t12YvAUZybuUsMqTqi26DdoDAuKiJt6IdAff3UqfYIj1ieN2R1Ik8UWc40CPVJEruEOSMsQqH92oDYERX2jmRmDIaggUV9qOu/2z9XEFlfbt58G8letzd4uR06Wzza/LC+EwFQ3hQxtJ+8gqcaDCNfKatfwJftjW6XtnkA1WUloHUw3p729udErG7TNJclE+Hm+roTiVgStf7wMSiXBeM4RFZbmO4x5UAUSX7Rh7TkErOslPLTTz+F9Ox+vx+Gwcy0lFaAhqBOmHme52IacwzAskRnbjqdTiJpiT5QdCnPCQY3WNWwDoIWfXl5saLX19fn83kcx++//z72E6mDXdeFvZBSyjkz8fF0ivEdDlHEzuIGxZxcfxUzPKoZhmEI4Ov7PgBrmqZwlLrUBaglSWiNJc/nc8TaoiZ7mWeuwre06IIIRLhL1e7EKtNbMUtEV1AQIRALi4jlIDY8Al6KKnmjpVYqrbRx7LCyHjHULwO3sh+ACzODRIJyYriXupRQwJm6q5qDimourgxzVuMSHhn14GpiEIUlvmkxFsXiEWI2Z3OjIHLEqlZE+CRMRIZavmjuqzJHjOs2yJsRUAf7hstsWnruG/HOMD5izMOJSIgRSkbsEVHqUxJygkX5UpPAp1jNicjVAKTKYrk7mUdv6Jqt8ypUxG/qlapITYBLLZ6M82noU4NE65xfZ2zcnFUVzVuODG29NqppbFv0ibe3iAaAqD4YBgCylcu5sEXYos8GYiKATyvzJUKqGmbeuhZsgVJVpUV2AgoVeDoeQVyWaez7oGADbsysFCeGug7aC0vfD8Ip5wzPDoOxh69hzpFhbhCReZqXeQ7l4N1uFBEtGkPwAlLBLltlN62VXAW6Lcs557I6j4HUkQYdV7EaEV++fAE8otEArq6uwsUI6yCldD6fc84RwC6l3N3dfffdd1/u70/nkzCXXCKlbej7JGme52B817XheDxGNHqeZ1UNXywKMudlISZTN7e5LHBwYiIquUzT9Hx8maYzQLnkmgZJTESSmBElvhARBm1NpHDimJmEQ98naz6eT12XDoc9gnZ1VoSFEQn7YZsriyR6xSujugwgYqcUTD8TEpHAe6CPWgCuQRQm0gKi5O26wu4q6mrkLqlwL9wxOrbipN4Vl+KtPUQduOvS7uHUUAjlMTk5VMGs7kWRqskdghl1bWxT3LGiyWq+R4FlWqeYhfBVYINpZWIcBOKQjnE3cDhZRghJRk9kAhOmLhHIuNmAIQdbT6VN7rhpacWymm5LqEkEr5buC8o0xoRrsnJLbwvv6WJHXLyoFQ4usNK+8RYLLlDylUGEarnUb6479OYBItaYjee0IdXfsDCXzYGgFQG4W0Qqt1QCmhVThV3cG3FTLZZlyZRSh9Bt0FBvWEGNQByS1KTMKYkIi5ImIQ5PZ8luziJuvsyLJAnJ/pLLdDp++Pjh+vqGu3RpFNdUCAL7IgRbWgJL3JOu690RtKuqrq2FAgLCyogA1ocPH/a7/XQ+H4/HX//61+fz+fn5OaBqdU/c/fn5OaLaNzc3leFOXcR6gnUK1yyY6TBGgroGsN/vY1f7/f5wOAD49OlT2IzeSjrRmr25e8k5L4u3bt+kSJzcWweNZlRENDmQNK5oDWwvyxLKs8E9xLmFonEuEikwIJha0RIcWesTDsBDonA77Or/YkCbRkFScgiBYEhEQjBjiBJA7CEXQog6JDcHpKjmxLNSz5bFO+NMzObFgtmpUQVfF/3a4SSggwGoN08niNzqywS/0mImbdptmMe6rNYSREbV3fBVv9xDMq/miYHMaipgTHTzEN+KsC/1TELgqAWAE7NItWJ4zZW9ELsblPlq+zbvRVsfiajJAMdMfgUlDUi2hmbdYfv+Nwjg9f040ps6g/WJrz9p5/aG4r2c+TpPtq+3uw3PdA1OBZjG/HxtfK0/9cjacnd3YyZVXeb5ajdEaV2dALRiAbvX3rhmcHMm6vu+WKVXIuASLkzHXdOsk64Tg0/TvNuVvu/V9Hw6R1AWQNNGKHHm0toGeQ0Se/hcMfeCiI0ZOE3TNE1XV1cArq+vw0SPesjT6RSxJ29pcvGrQM9At/v7+1A7XodAVAzFxQbiBKzEHsIt0qpHwWsqzZKX4Mv3+321PloRA4eKjSYHVHOtrVGj6MdAdZmLiypLZCr3cTfWZBmS1A/9fr+PwNzz83POS6wftlGlSiLacvNX4KYmUYzmYwjTaro74G4EEqLAMalxdDJiEkSAxtzawIlapiLMpZSFeCEswp1QQhGRYlaMqNIWkUX3ar600Q5qydMRNi61QXCz/V9HVH3r77fveE3aiGA721o53GZf+E6g6IPKbu6mwqzRZg7E5LWRbkuk5KY/xkzcPJKt30Nf58tsPqItZHwDZbiiDG91Q3+Zg918Sut5rAkUb1EDrTr9LcXz+mReh5BW1NhaYSvKXL75+hzNfJ02Mfi2F76eVUOft2c+z/Pj48O+/y72mlJSjQYDlyhbWLDV6yZJKUHJW6OViNquoeVoFACQCOWcn56exnHMWrKWeZmXvKSUoCWXygGHaxMPorEziPYecdoi0lyenJLc3t6GnGVkGFvLhQmLYBiGsIzivk3TFEx21HYej8cwmsL/IqKY4ZGpHFnC3hLwnp6enp+f482U0qnVZEYFY3Ht+z6C2SultUUKZi4FAR+BzmFGpSQx/fth6FPSolH3kHMOA+r93XvpezVn4mWOEDuZcV6ytZBt7CriKeucwUaEeOVHhbefBuIYwZiJKQpiyaw4UBwOjhg2EQEmhC5xr9VMUdVMnkUWRWfUC6mjuJdI+W2OD71WKVgHIbe0IAuWJDxivLLP3yyN9fWr2RcVQlxLiCLe3sSA3S9NQWM6qVpjKRHp+MyBsBtHLz71ylhdYLqdRsIbCKxLOtabvp0tcagVNfiSsLeSOOtBX1lr20m+GiP4extt2wxsYMVXYnyzNzezNea/Pdx6r1/ZI5uLXfe/vokWxVg/2mLWFt+IQl7b1VS1BOW5PeKKXHCgtVgMu6BoIeZhGCJ45K21RcDE4XAAHGAzO5/PQWFwTTpAEK7ro+maXbMGekWSqrnT6rOgBsLLbrdbxf2JKEI5ZclBvgSBQrUKaXl5edk+30gsPhwOYX8dj8ewO4J5iXl+Op3WcD4RXV1dRdBnJYBjz0S0G/dEcjpNcdrLklWrEngzLW19ItI0DtxdtWbiaimdSBoFDhbe97txN7j7UhbNy5K1ZCWmvuvdyZ0ldZqrHk3cOmZxYDVd1wcUFlBgCswgkVxbpVyIXDi6DkFEiIyYET1IAY+WjFYSQVESdCekInNWFgJcHbN6ZxFpghgKGUcIrC6y35gd1Cx9r2GgWihprefJ+s06/La1vnRJhqQm7b1mvHO0oqzMr3s06nNr0WsOSawQUQ92Jq4y6rDWaR8HWkfLOhp9rcl+MzO3/24u+IImREFOxa+2qPH3zJnN134RZbYznyrR8ta3Wn8e9i9woY389a62iP71geI6mqtbv8mbRs6Re7YuswCY2ExjwhOBGSKJRVT1cHUVvGbfd33f7fd7ESGmomo1w3hzVoCbiUjI38XJR4pNKSXn0nW1vSEQS4qiVaABmJdFRAhYluVwOGwLgip/ZA7UQEnky8WeI9i0LEuIbIYxsh93d3d3oZ4XWTP39/drtn44O+GCmVnOOQoaguiJS7i+vp7n+fn5OWidsGgCC6Sp1dV4mWrNkWEJ6HH302me57mUAnjfd6qaS+W5pVUPaalIGiqjIdxTloWZhmHIeSmlDs6cl+fTeV6WvhtS6gpLnZ9WoVmjLsksl0xEKaXo+rTieNhiFf1TfSsiN0zM5EIQcuFIFK+x3pB9cAOzCxnIOnZO3rkrGYMWhZqbeXHKhuwkxqwmQGJWi7rHt6tyG6/VWAha1zfUzHY8x6/WaECdKRuLwS4BJGp8Mdegda3fg1eSyt2JidUVgDAjNMJpkwditcx6NSfWBWZ7/mmdhKuxggocr70MhGL6W14G1ZqoL97cmdfWzatP8BpQ2j26vG5Hss3pUbP+tvv0VbOiIePms19GGWowViVSG2yhwXDwEWvib9gFG4fTw88XEYLHrLu6uprn+erqsN/vY04ueeFSPFlecik5Sr1bBKp6B+M4Hg6HVRrq5eUlBsbqB6lbcZvnLCLcJTNTLXDqJEUYKL5JjdRwp76vpUDhntQlJUnXdeFWxJ2JuE+4LV++fHH30+kU2LHf79dkExEJkb01DS/uw3fffRdgen9///Lysi1icvebm5u1jikwOnYVkB1at/f398EHBeIcDvt1tgRupq5LgJsLS5hspWjURUak392C1V4HQJwDM1RzP/TVdgYrWShT0saPaIvwxS3yTUoxUYS3hZngRiAmEoYwhFmkjvla4+vuMCITcpCTZxEDk7qX0Na1qD0yMypqOaTzQEpQq0n6DFT9zM1qWmd8UN+NDTYj+DdInDrmN+qXuLgaIVcDdzLTFlRydw9dfbOavwOCoQawa6vVaH5C7m7CEs2/CDBVBQuzkDDXKby1Dek1L/MWEbaT82LINYR5QyNvMeLrKf3N7Q0MA95OLlb7y9FeGzgrHxbGCFtw5us+/bKtRoq9JtW25xC2TMz8OJl1EZAm7LhaCpvONc5CfHmIDuDjx4/39/fLks2eU+pWLSWvrj4lSSVfjA53j65Mh8M++I6YbCKppnqbdamL5BczU9OwdyPUamZE2O12ob0UIBXrvGq9aVHlFKv03d27NSYdJlsp+Xg8ai7UlrsA1pubmzBeWjNZBJxpawsZIPLhw4dpmn788ce+74dhmKbp+vra3Z+enj58+LDb7VaqKCypdSYws+ZlnueAmDjQ1dV1cBwrvqck5rbkrFpgHlG2vg99m0FVH58epTHHawlVKaXAAEopuau7MidQK/eNftHVY4r2CbRd9iTVXsXs3qgSuLvwZT5w7Z8IRistrO1lPTwpTkQGJhFid5qKO5EioVjDd1uAxGwdWUSozUmqdN/rlbUN7KBMzLHJ5W+W8ashTZE1s8FNbOYvvGUYEq/TBVQJSnVy1PAWE0WXmSDF4g4IXRiidc+ozqa9OmjbkiO6M9RC9Pa/t5ZYLJRkLacG0U6h5mTUlnt+cV4IoTXxi27R1ryInhvfQqctuKz3vPEdIWhI0SuEncwZFgkv5t5qrqKRphBr6xERxUwMaPXXmY2Kmrmua8OaPBrHqkUGFI+FhAggBofyvkhyTsdpltRpsVIy04BEuWiSLnFfrHTd6J5zUVXLOZsXqs9V3X2ez7vd2HX9zc1tjYNA1JFzJkld15dpYlSvsBLAgLmXUsyQUjeO3fl8Pp2mcRxbiBNoRZuhzplSFxn/KfVB35RiQBVr77qaXBsdo2MPa5D4fD6XpkNqZkH6/vWvfw17p+Ucp3Ecf/75Z3cfxzGYGida5iVKxSzSdt3O5ykIoOvr6zCmwlSc56XrxmE4qBW4m+m8zFBnIWe7ubrphx6OeZ7Pp7OpWnGDgkhY4F5Kk7glMjcSatKWXoVEPJ5crR5YY1vc2BlmhsFh5oUSt1ZhcHKYRwvJ3rUDJaHI+UgssOIwOANg80QO10Fq7yFzI3cOiQFgNixmZpxESJ2YRITMokwIRkQpPLJqZzGb1cyZ1TBfwcXR+grV9NyWfhE9C9aO6MRwU1VzMUDNQ+APDoY5SJ3d4YjoaJXXCqW7YD3BjEhbCfOfoolm9FUwdyqehYK+QlA8zVL0tDnF2jZU5FV5wdaacICa5AKhpvls4XYDFb8IMRv4+CVHZjUXawXDNxEoglBvP4iTbUf46oeVP2YmZ+baActWgdQIPDdQ5bUmYN1xYmEQC5dSTK21fyQQzvPMQNf3wmRqx+NJ3WAEh6ToLlK5hqJqlgF0XddqGsLOPzNLTV07Hud57vo+sv6Z2GCR81rTcFuWyjRNw4Cbm5ucyzxPIfiAZpgAiBAPM5eipZTHx8fb21vaKMixSCir5yUnEWaOCPQwDNyqjcKAijT/IGuaZdGr6uPj48vLCzP//PPPzPzP//zPcfTHx8dpXlLfh5AuEanZSkjFvxGbj/VKJIUGQilVhDgvy7vbd+Mwzks2s+fnZ1PNpcDBnIahQzOK475N05RzBrRPfTwdvmjOvvKdA3/NDASlYIvIvVZsUdAfVZih8iEMJ3gS6kVSCE8Gtd8mR1ATBBeGsIQppO7OjkIFUJAWFENRn6FMshjNxcFGAgZH+wNEQAdr9GdjjGyCFUBLfmmJy6v9Tqi1isxk0Zwt5HjgaigOBcGIoiITsPBFmpfWlneAmkJW4ANIC1i83h+4g8xdXVNrhFBn+MZ9e8X+MjNwidS+xRqAQC07Cs2pQ7vsb5cvbnfy+kCwi87uK4Lm8np79Ist8/X2Kq70i1vljZotyhVKBFBWIhKWTedv8s1yh2bdRB4qKaUkThTVaWFTgH0h6qRzr8J6eSkEikC1u/V9t16s6rIsIcFZta/jZKIA+v7+/vb2tuu7SL0NoIn0fGuKSisIrgKUKQnzLmb+fr9/eHggosiFiyqEIGi9UafuHqztMs+Vz+boLmjbfkZxiKCZ4ofRNSWQ6/7+PoJKzBxiej/88IO7Pz8/Pzw8nM9n6bqow9KN2lnwWUE2r3WVkbm7LEVEAIuw129+80NK8re//fTycgSQc97tdlfXN6gZAH0E0eO2iEiN9JGnLoXhFqMazUWy1tdt+3zJgt2nEBJcDfM1kZVrkpwJITERR8WiR/Y+1aFlRMZk5MYMYTBTUC1QB6gA6lzMC6GYZWIxiHqiaFlg7Oyg6IJg0V2gTbA1160RCo0/YWLndR6t26q/5A5w2ClubtlQUcadq/8oCEePK/fi5h40dZsp8JrMHygQ2m8WO3EyaxlELURIjeX8Bsq4+zbTzptsj6/pv2yt5eU66X21H37J6Ph6s01a14oOdKFaKr2yfmcDPXjzEyDuxis42V7R9u31hC/vU2X16zqmtjI422uPGSIipeSYb+pAOIos6r7kTAkqMvTc9YmIlpKLqRZ1t3k+x9w2wzxHM6OyrrHUIsdERCQvLy8Afv708/5wuLu7u7+/jxNYCeNLtaTqSv0E60FEcXruHrM3MmtLKeHyRFVkEMBrzChQA0Dfd3APyna99vX+x2lM0+SOvi+73S6yBOOOhTL5hw8fHh8fo/QpcCowNBBKVY/HY+wwoktxq+P0iIhZ3L2Ucn19+O1vf+vuLy9PX758UfWu60Xk7u49EYVCRSk6TVPOMxGHcRe/zTmnPjlcpLar2kQMLrZqwJxetDguNZYrMUdB8HP43SrkiSACqd0SnVpMBMSwDCtwhRcR6hNLDes4hVEDhG8C0LToYoalwIggJMQGhqlDTD2xm6cLb0vOhBrEajiyMWrWib2ZHRTek4dCKInCc/ECqFMxN5AZqPIGFhoUQiloKKuCSbBQPzUPl8magec1A9nNLdZrw2reXIZN3MmaL7M5+5icdT57y+OoE4/IRezC1BC7OJQaEbDyoyuOrFf+CgZev7OSSVv42Ob+rnAT8IpqwbbCgtepd96GyOrErvuOna2H4GCavNpuqrUOaL1HslGWcXc1C1svEkBqMqijZAWTS1JVLTr20UoNwkKC4FAaWlnXdaHaua7tzXikIM9iupZSPn36RER3d3eh1aCqoYAZF/vWmyNaaxRDAzjkF4hoWZb9fh8oE4xsiLaYWUSUAhFEhIlT4oiXBVHia5psSmb29PQE0DCMZlC1aVrcyZ1KKQ8Pj99//91F4dwdwPX1tRM/PT2h8dAR83KHWVUgX5Y5vLBh6EvRu7u729tb1RKm0On0st/vv/vuDuDn5+dpOgehk1IX0Tq0plfespxEpGixxfoO0dA2zBkiijrJ9b5h40/5ZVXDZepKndhmmgjC1DG6Trou1RLkSB8Nb9uNTGEaoe7Ewd+hkHcXy5/UyM098Zw1m5Eyl8h7YyKYu6gB5kxGloSZg85wQNcklM0SWEfydjBwLS6vrp4TqXlRr0mAagY4CRxSc2eC7w1UokYgVF/QHOYARbFm9IC3qplPRBej7rKob+0GM0sVjSq/8Pc2orfEcBgHa/rfG5T9Glxe7+oVrHz9Dfg3eBmiYO7Y3VHnv39diPBLB7XazqlW99Kqq96iDGs1zfZa1hM21WDZ1TxYhuTMMTqT1GgFAa1RIQgsbKZtqXEzFUld16lekujCeem6tGa7xEo7MD8+PgayfPz48Xg8Pj09RZg5YrrBuaLBdLRbCjsiPAtv8eAgYlc2JOQprFVXNmBlUJXsDRiNbFpmvr6+BhDNQ8ZxH95NGFBhsORcrq+vr6+vqdUlhFUF4NOnn3MukYOTUvr48WOIisa1hyflNa8/3d29zzn//PPPz8+P8zwfDoff/e53OeeHhy9huYRNRMSAhsGf0hDIi2ail1KsCZJEZGQ7BtbxuQ07rrISkTgTX6tUEVdPgGCJqBNO3JywCC4BQRezOcyYqGOJDp7kziJwcoa4s8AdlqAKAwakaVkmM+L4qZtjEHRC6l7IOvYeYGeKYIo7AhA3mVPezmG9tM2EIoeVcG0ayjTJDHZ2om2+bgtaAWqNH6WV4SRTj5pJpxCacMDFk3lt86Lm214h6xOpKENeNW5iz+6+oURePRu0Y0Z1ARN5Jcyi28Pb6qQ3O/mlyf/VOy3FaPOdBlsXYmWbZrw9btx3aznal92i2kd1GBGC+ORWhBbqOe6vbLHVqEHVK4zqAQHI4VmV3YmQGB76A5KoyU0anAl914X22jxPupHsjGQ5buWFy1J9sTpLW2ZNKSV6Wg/D8E//9E+fPn16eHgIfIn4sW36YRPRNE2R6hIGSOTvhjZ4HH2tukYIbjPP8zwMwzD0p9PZS5aWfTNN08vLy9XVVbChZlbKBZXMLokqx+Px97//3Q8//PDHP/6xbFri/fnPfyZJuZTz+bzb7e7u7sLjy8vS9YyW2+LuP/zwQ0rp+fn5dDrlnPt++P3vf29mf/rTH8IICrAGQOQOcVdJQq9XR27NTKZlMlhULH8dZFiXwHXYWMtXWM3qwJ069QAmEiYmMKjuNWKbAIFBDhQ3gzoxRARmkrpO6vfcnEhBpowitIgXoAOZpznreVFN0Q2J1dGbdUIuQfV4BJvEQWY1hwdAhcjajDYuajU/ARTT8HTMzV3UKRT1YcXMwERuzDWOTWuCClrNQbwPWuNxQU0owLRaPiEHV002ez0NVyeOmdOKLO5W0+C/EblpWNACyVHAFJ1U0Iy0gFq6dDW6uI5vtr8DRpc3/QIur22KmtXSwlt/x2Z6c9DgTVsxVNthXX7rMmhWZR/j1mElWbdDMy4u/raqKWM10Qy+5JzzYmYGzyVr02exlo+zDoi1jgGtMghNPo6FYcosYVnEhC+lvH//PlAjxGiYWc1YOGI9qyG9NXOCx4k3AcSfET9a4yzcSN/EFPLmOefgjyN2szpoy7IwS9d1QY5EueP333/3D//wD+fzeVkWdwSElaIi8nI8vhyPh8Ph/fsP8zz99NNPu/1+3O3cKbqa3Nxc/+M//u75+flPf/pTnP8//dPv3O2Pf/zD58/3KUnfd8uyqFXKWRKrlmImJn03FjUzjeKv1o3KvlGnexkGWEfsloOzS75vHaLMXPuixFNzCFMSSq/0a2MmEbS6Fk6AeeokhBCYuePkbNHWKLl3iQZnLZhBqp4ZapgWM/Ya4pHoqgYjtcSdOTF3BEGIhDAzt4YEm+uqV+exyqpqGAuBf2qk6tosLyaYu6kKgZiEA0zcXFvrt7onNTOrXAFVezzi2kSh97Lxm7bbNqqTyFcRi7COomjdzAoQo5CotZViZksgMzh7kFnObt6ktEBUITau902gyhur/0tAQJVMabYMGciI0ShpQsvcs1pXEaVf1T8HLri2/Xc9tDd22Z2cjBmOIMDJiQtYWJyrvFRzaiylTjW7I+iSlajy6CdM6FJSo/NS+nnpkuyGbllmJ7B0lHwdkxEnQkMuboV5YdSsxQROBpbaw6hFMIOsDW2nUOR9enp6OR4pSTR7JkldGnJeumFHnJhTMCbMkvMxhsjt7e3qGozjGEbN4+NjQF7EdJJw1hLMToBa/CSsKqpeUs3NC9vEzL7//vvj8fzjj39bljLP89PTUzhZy1LmYofr28Ph8Leffv7xx5+++/jh7v3HZVmeHu4fHh5++9vffv/9958+/Xx/f29mh8PN+/fvz+fzH/7wb6WUvk8BcGq56zilWjFv6kzCFPyXE1HOS87O3IUSpWrLewQACultCJNFEXOlwzZOE4VQUVGNEobgcyExXSPEHu1B0EuqtK4Wg0Z4lczYTOCJ4J4BCRFNIiGKXDVxcGIf1M0LwYp1JDDls2kxZPC5iFqxVJKQERfAyM0tCcBu5KLm5Awnd4uhTxytvrzK9bK7Bc0cJoyaF0MxL1CDOQRSuxfUhLKoAIUzQFz5PgYSJXM3KzEKi5mrCwPCDV4Jtdt3zRRUcwZYBBSSWtXDS27mYJbqqcbRBLJik7utTsq6ngeurdbGq0LCOrEv03vz5gXn1tdb9/gCNNvDXcyWy/ZtNufrrYILAsDpwkuBKEzdqFqnZhdBJHm02ov0worTdabFpCq1s23w0FRU3SBMp/Ppaj8AKBpgVL3IyHxd89ZXE2absermksTpck9EJHqxxDlHHUDUN5rZd999d7i++vLwYC2xZd1b4HuACPOgug+G5enpKbpZ5pwD1OLFhuD33LpHRWvtm5ubuOSozB6GwcxNdZ6tS90wDF++fAlaOpTSgyEOwyqMoyi8/vz58+l0+s1vfvNf/+v/Os/zv/zLvzw/Pf23//bfxnH8wx/+4O77/f7m5mYYhoeHh6jDPBwORB7x/r4fojcbs+SsRDT0PTGVks2NSVISM8t5VpVYFWuw32qYBXUpXHNnLn5TmKKXFXGtBvJQ8gUTE5yBJJKq1Aooyg0g0UsIl1LGmH1RstCipXAhhrgBDlMTd9p34l5TV9TKXDRrKeLk1jk7vIPBCYnNizMiUS8BaquPw4CboYo0uEf2l8LIydwtqq4NNWJEtQi53aLGI1xyQdA4X4oVVFhy1IO0L7hT6Kubebhw7q6qnMTdWaRFndZwkF208iL5EKgNJSsn/1U51vpgVsWHYGjRbP/mVlx+smLHG4x4Y268ep8IK/o0Fqoh2iWG/W1gofqvr2Zks3FWi8bXgq9NG+kqvR7irV7JDmaOWuG1IAgb7nCNUGQtgJPLyrCqatf15DXHpAnHcPj/K7jEN+t+NiDYGgBF2jFinvd9f319HcHaH//2t5u7dx8/fjSzh4cHJj2fp2VZ+r431aBa3B2w0PEN4AgCNeZ/VDauPWqDflqWKvE5jMPduztJyczMtGozEoExLfNuN/76N78+nc/E9F/+l//Sdd08L8fjMWopD4dDtFsBcHx5Or48Hw6H77/7OAzD6fgyTVMS/i//5X81s//xP/5HQFJEtR4fH+M1ANUC+DwvpsaJ3BUgEQeIWZa8BEfGTGB48YhS5VyYE5GEBGes1g6ouauh9b30TdNR1GRgZ+YqhLAmVTDDWRhVd3JtK00AXJhczbWE9RBFIaHNEsMuIkuVX0ArLAQVaIHvxC2F+AMWo2yW3eGEQgOJuvcRo4F15J4A4kRVk7f2fHGDwc0jomSGUOqMwRlB6NbX0CLCwUQOhOwUyCXqzi/zr/mbdURYNZnqNdc8PPgFlsyqXriZSaWTLzgAsAgloqB8HG5oeahvfNrV23/Fp6CpMFBrCnOxYv4eKbNu64x98/4FyNq1bs/nK6PpG5vjAjHxm7CPNm8ws5tFzX51o6I4xayEdth6rHY/q1jUtvhg5ZiJyEzdhYju7u4+f/58niYDJa5dVmkTtKZWDUhr7QKqO8bp0i/BaqZZSondLVJCAn26rlPm0+m02++vr6/7vv/86T5+Nc9zn9KqXOMenEVNnIk+TWuB9ZoT6O59P0zTOedF194mbi+no5YSCJtScnjQT/0wsEgphZiJuag+Pz9Hoo20Xg5PT0+n02kYx+++/y7AcZ7n48tCwG9/88Pnz5+/fPkSRVgRHQsZ0Ig6RWpSLT2Bu4FYNnUPeZ4nrjKjbLYAqFKEImYFzCGBwu6lGGLVZ44KkpUyWB9uXYH8DZ9D4Ym4GTMSU5dIpCrCeU0iBwzq7qYINqXRC+bODjMkjiS+Oll6ZktCcDa4u4GUWCkZ+TmXxVzBypy1mmXIigR2UNTtRNtFougtWRfbQKNwmixa10abqEAZI4I4OdYaKESIngP5Wm50ZMCvC3p1Ytp98kvbNVqhxMwpVdoCid1MkgQWMao+RXKPIBOHaYfGt6NZIu6vrJj1dTta/BGWja7WxrpQrL9CQ6s36LD9wuV1ywOM9VxfR3zWab/FHVzg1V+73Nh+fwOF8R9i8rV2PdYd3kgFxwxMSQIUVNXNkggab2pemRczBfx8Pt/d3f3zP//z//e///c5l/P5FNIEIhK9BCL/TZp43WrRRIkgVdV4WW94ziGAj3Bk1miuiJj509PTw8PDx48fb29v7++/xEmmlCJ0HfuOw630cNQ0xach+h90DxGFaHGddWaRKRfHXQ96Pk9E3HXd8/Pzl/sv333/3fPz8zRN83kKJIrvn8/nx8fH3W73q1/96nB1mOb54csXat7ceZqWZdntdtIEqwJlon4yTjKlBJiIRHJdREvUtQE0mBMRPGpt3FUXtxTXmIax6zpdMR2h/VKfu7cw4nYQxsZ17l/KawlgOJkJSYSZSFq9HwMONXNX00IwkZVoCE8m1ZHnDnYBA54IfRK4mZsKRnh25ISsXJRnLeoEdSdhci4OIY/mAExkAEf3p4iDVOVPVQvlz3CxQRGxwsU6dge5MFdB4DbIEVGjMC8iSERgj3bVjpAzJzCTtY6vKZCJfA2PmDnYiSk8pipwV40Vc/fULBQP8NnOye0yvj4JbonMazJLnQ+OLX3zH6RNfnFrkLcdB+3tCljMsVZsehCgRbqDd4ITkam6g+VNex2/XDjQHOnwpb0t8hfZtDV1LW4BNtQJNes6kGiapseHh48fP979+NPD09Op5MhwiWJotEAytU5PcRpVsNK00TcAkFLq+1Cf0fCh4vyDfwnxOnMXkZfjS5+G/X4fqjGBXy1fmaNGE00xJxQzA1bC7ghOuqXt1MqgfuiD1DDTvORh6KdlwekYgrHF1Oa5uErXHU+n55dnyxosDDN//vz5fD73ff/hw4e+S08PD6fz6Xw+M7EkWQFrGKrkhbtP0xR6oFpp7wB9XimelLq5zGGqc12CLedw1MNaRM6Lu4/j7lXO71ot8NWQbuPqlfddTUjm0KWKGLaQJ0ESYq5KKw2+AEaBe/RHasEab6pQUbZYQxWovlMiAkRBEbwpBgvlFjMyPqnPuThJIskwh4FJnETh5OTE4lBjdsAYbOoGA5MbqRlxBJUvc5CjRy05M1sd7lFuHo0XKGp2q4dD5AwtIRFPZGAGX26XA97Mm0CECDy5MHNwLm7MLCxuGgZHUxf3qC99PVcv8/0Vg7sCywViWq5Nw4LLivFNDPklf+ryzrdQahMs/0YU6bLzAOX1WVeMdrdXgyy2BlK1qxYzg0q7xktZPa0FGm088rYyjYjImaWTyIJ9uLm5OVwdnl5eCGCiKPAJzbo15X/NXgvdhr7vzZ3Y1mPF3DPzvk+qJUBqt9uFDRLLjpub2TiMjw9PEVhx91xKnLbUph+1+cFa5RjXJSIR3qJNiUN4HdEajVOCKjQS6JmZp2Um8NXVTs3AxCLPL89EpGYvL89jP9zd3f34448hefP9998fDgfV8tNPP/ZdN/T91dWBiLWUorU/WdDS0RElQGoV/eu6NM/naDEskpj53bvb0+lUNJuVDdsKQAGYweEs3HUdiyDWVXdVrwQnXZLM1mG8Dr3watV0XUrD2glxPAa6JF0X/Xap5TG4kQqzusOM6EJgtGFGHsXaBHeyUOQO8TNiNgjQA2MkzimMYYkXRply1rwQWOACFhe1aPhSHKQeWtUUzbLh6o5C7lA3RlUsrdqbvsJhY78rsCISSuGr+L5TiBys1XwMFmcFc+0axSAmlxDTjGluzomTcEzrmDi4WBxMRKnNxG8BgTe6vGFJxaHtMgCs4PIGL/6DKbn/UxttfER/cx71j5asUwn3djK2TZG8oAyAkFBsWFP1hmnDEbrranpwDayGzgu7G1NQLyGwlsxxmqZiNu7GkIAqqqtqXLwYhgGETrvz6Rwug6/qv3kJHyFueymmmpfFz+cTEYhY9TjuRoByzi/HF041wt113TS9LMvSdV3Vl6vxrGJGgWLU3J+1rjr8Jm59GoMJLiU6OxeSqubFxBFQ7LhTtehCfT6dShOCOZ/PcETI6Xg8Xl9fh4hfBMUA7A+HkIVJKT09PhXVXHSaHsZx13XpfJ6ix27OZdyNoWay5BxNelOXDocDiOfpLNJljVC6i3CoCwG155FIGsZhGAdJgpDQdKuWSgtWeg2bApf4Zg1IeeVuSS+WLuDRslGScJKqWEBA7dlRJ6wBLuvAZHKQoTVvAxyIbLQ6LwgApS4RO+AGM/PMbsIFmJRIdNGylMJExCiGObu4ckcwZ3FmhhqRkziYoDXRxevlkIY9Q4xoXbXW7oU/45e4ktV6Alrh0dyrdwaEZ8RtRWemehUrpHJliRML4C1cG0lYwTFTolbhRA5nY+cIcsO9dpECgiIFR0O0oKkJVN3DZppWRQVVAxzk3KS83thB64tmy264ng3eMaJ/FRmM2MMBB8AMsyjViEdZgzKr7BOBKbxiEG2yeJuM4SV27jX9iBp5TQ6nGmmICrRLs5T4iZoalIVMrUudGViYSUDGbCCm1B+n5TRN7t51PO7GeZojPBSewrIs8zxzYukEqS4dkVXqRswJYJEEwAyxeBIzNdfMzOal5PLs7kyJnYY0CKRY2Y8jX9rjXtw9VY0U4TZQeC0s2KJtBJ68htUsJYlekSnmIDhRIiJJ0rHMp/Pnnz8dDodEnFg4DB/g5eWl67o43PF4nKbp8/2nYew5pWHcPZ+OWuzx8SmMu1J02PGcVR0gYUkh5RU+FHO6eXe1tr4bhmFeFi1RTuyfP3/e7caU+tPxPM2neT4jBgd1oD5kwijEsZkJ4FCcDBnKpoO7JQrjboQuFMeUI1dXgrJ7x9wLElOo5knUDxAJuXomKwwVNwERoE5MbLVPCsSEmEEULDRVIwJgqLtTNrIivuvZIcvke2Pquqw+E4pacScwJ5xBThiFyODqiRMBBUAk/EUlMziYcqboxle54nAamSVKrkMZDyADFMQsKRLyatsUMgNM3eAQCvnRusAbcUj/Qtwj1xjMYK7ULtxcE6dQ84I580UrL/jqNsk3HtN2W52Ui6/ULAh6s9W0vbe/9W/ZTd/aaPXIWklAbJc6tzfSNkE/x5WsmBXb+no9/y3QbI8af13cqE1UqGUD1godZ49gKQHsEWygvktMlEt+fn42LfN5TpI01fayoTUXTgE5ufs4jKZOIFWd56oXFXFcIuq6VNvdE/XDEOHw6+vr3W53Op0eHh52+91uHLcYfamEcI9mksxVBzN8orUEOfgObyx7EENrS6lpmg6HQxCr+/0+qt5jqgc8RZpM2D5BYxEo8LTm5hN9+fLl+fkFbIfDlbtP81xKeXx4Op3CbMnu/vz8HKkxUdyUUhqG4XA4hFhfpOFEg8qXl5fj8Zi6yFiRcRxT4qvD4fr6+nw+PT09dF3a7fbTtAiLY7OY1XzT+s6GWKTtv2FmmtmqFhabmbowEYskkVDmawPMYFEsTUTuxNH4sWYLV6fBPHRA+bWicOgIO7sIJ+IO3gMK3jlnoJgn4eIASN2nUslEJmN3lkjSN+FLTqyHCGfrirpSfptrhJkxCcLijzKRNuwpaLsAlpD/ImZuaSFtTsVAiGwbckdrD2luZvCqyBnkC0dIy+GpWRMXMiMQ5z+GBQ1cLphEYZEBgK8G4390u8DWJZxGzOSX/P4NAbT589XJUMjW1B6fYWSZWTMYK9D8Et69dqYuy51famHj7hERBGCqSh7mHgvd0HUElKhLUh2GYb/fr13QGlcizWrVYRiAql3Q6J4Q/a3aUSCKVq1ElHM+HA4fP368ubl5fHiImkki2u12KaWnp6c1bkVE4zguyxS/CtAJoAmkWJN3VhiiTa1jJSXMAu9CASvqnoLkDnGsl5eXiI6P46hFIylrmmcimvPCwu8/fLi7u1O183kyt67v9qA4UCQr3t3dRbApHMzT6fT4+BhFm2sCzvX19cvLi8PKNJt5SpLz0nXdNBVVnedTPJeuK/v9zh3zstHBKNkQQZOqyBkPeoWSlWJb36dq3cQokAgjiCSRRMzk2kZ9KPGZa2EyprAEaj5em04eDM+6Eqz7ZyICuwDk6p7VOqYx8aKeC8Ykp2LFXCQtROTKNTUPQsZUR4+QV+SDbUkMb/zAJmxftWspFDZMiaq70Qz2gKuoToo6cwTnU00EOHPtCmtuVTG4okdFt7Ck3N0idZ+g2OjLOC6u2nbK/TIWvJnfEXy9oMNXZsLrWPW/s72Ndq/gckEZfwUx23tKjWZbz/f1117tFQ1+0CBm/XhlRteIUshKJJEa9wl3hkiCl2EwUSep47R/927o+9P5HPjS9/3aAm0cx1xylzomjkS4lCQyR6iWMrs7mCkm3rwsUa8Y8aDQ4o4F/+HLl3DHwko6HA739/dhJkQ5dQSqQ4mmSdhQZOhx67vS9723/J24dq6lFbVLZLRJ8Fey20REU9uiniCXHNlBQeXc3t6GEz1N0zCMAIZhcIdwihBYwOW7d+8CWT5//jxNUy7ZVN+9exdF5DlSY4SIkZfoV8Vm1Qd8eXlOKTFTzjlEIe7uPgxDLZ6oU5prH6zQWVvH4Vo4tn3W62oWeG9qzTKpMUgiJjR4qmFZJ9NEnliCiIBrZM2QGxi19Wvb83oCwRclJgf14lnc4Ga0SygdFXAB8mznqaSuI07wQgQmF0AIREjsbOTAOvli8F9SXF5NjSBrAY9UFlLVyLKPszJHfGC1uOUSOIkdtHnsRGAws6ckaA1tiMhqBwSHIaQd43asPQxidzU5p1I1Gy/jzRYJqe5N5feyhZwumCVoOWwwhS4RGXrzPl7HpNa53xDn7X5o47uhpfZujB2iqk/smzfjEPXfeH9VC18RbHWU1uxeb9puaKEIB5KkTgQUDW2REgvJ0Pf73f6w3+93u5yXw24f8zwgYM0lEZFpnnPOqeuYw0yJNkNds2KIiGIKpJQkJRYJY8SbUNPpdOpT+vjxY6TwBnZEOn/UYavq6XQSuYpGSCvSrV+OHcYtbV0xKw+aUhJJqjUalXMRqWXZ0doletGuquYgRA+DGA9mFhp9ZpbznHNOqdvtdop6byMCFfoS//Iv/9LUKkrXd/vDOM/zkmfAiXF7e71mb7WnaauMaZMfjH32fd/nvIgkSZ1ZS0eKAWYwMgrVuEbhbUbLJc39FW8F1Hw6IiI2d3MLixXBRTI5oe8YufZdFNToDhMczg1iVlv4MnRbpDsRFbJOYI4MHZhKx4tqJlqIJpgaFgIZiSEZFefsGo0SpI5h1D4LzdHfZqE24zSmcyh1e4SpwC3K4RdhKrTgv1edqTUubpt1iAgoqonAEoUOBmYnqBmHmAVBzQGkdXL6GvwNO4gup7jGXLZgsYVJtCUiMGTzta8B6t/f1kdeh5dZVW252DJhfVy+vy4V8S9Xw7hGHJtJcvnyarNsf/vmbLnJCAQuxPToUgIgzIlJhFlYCCDvk9xcX727fbcbx3EYYLSoT9Pc74dhHCOsE9KZkdva9Z171/dDKYVZ3NcWl/WUUupW0Z/IlA97ZPWqlmWJeMHNzU38ucaJfNM5O+clnKkIP6lqFBCs2TehfWWb/ifeOB13BbDb7QDKuRAhlDqt9nhMka0rIlaFkbBoWeaZRXZE/dBP88wqqmWe567rcxUP9FVxIrwtEalYWZAziChOkoiGYYjYv7d4X/BTkRHZdT0RlYKuTyLsDtVSSuYWpKtry8WOpnW1er1QXUYCN4kMEKlq4ujAJQ5SQ3IysyTExHCFG7mSKcFYZK3gjqy8Vjn3SneqHr5ONSOAyRNRR27kA8OE1Kn0SaHZpJgVLYuzdDSVIrCxE3U2h0PCSmuh3/VqPMRGVgsAgG9RBVEwUs8CtaVkRItqSkyzZCgGZ1WBAICqcRM8UGNXyMxcQlQHYFQFS3JEP6YoeojJuaLMusVY3CL9lhxFI9gIAlIiEAlg7pcGFP/xbQteW8NyHRON6HllfQC+ffHGvNp43TXmsr06kargympr7ydu0vbrOVxGXpXXIGYmpsScOu667vbm8MP3v9qNOy3FzLouaepowFIKqOqKr1qZALqur1FGDqFZJjJm6rpVyaUw1xqrWHzXEwtACWTZjaOWQlEQ0MJGQQPFn1HHTESl5MCpVYNqLZLUptq3Hnocx4DykJIahoEoxyHCEYudh+odER2Px0ifCfq667rdficp5VK0ZQPmXBQ+L3OXelWNDnnhxHmtw7SiZRg6Irq+vl6TpLuuO51OpeRISgIwz1Ptz+0W+t9dSsRUijGLbKo0mJkd7WuAc1vSa1xpHdub2dhcqpTErZTcx/JvqqqWyGsisXKQDOZwY7JEqaaKBOVmRiKoPQZoHdVtPUZoWrEDICEkYXXvu5ThnVGfqCsYEpUiQStG3YQ6sobTRMlq8BXO7ua1PsIBX2Wb1xkR1KTWcP56GuEOBSh4lKwHcHjFDphF7yZjsAEhDeo1EgJE40kGhWR4tNYNAqhO1pX9NXc28ki+MXOTygS5mUeJWrW7PCRAGQQ1rWUQVaDE12zgDdfxi4BCX31Mr8yfrcsUdq833tcuyTxAWKeg6N4Sht8lRxkbq6Sdm3lVhGR3d0JE70Qoiq5VKxasEYFV6jHuWjjpXUr7cdjthuvrq6vDnlr6bClFOunHvlg5PZ+IKAjadQQvywLmruuWZSZiEYnI8TDsAwXmeQqeK1jbvu/ILJdyns5LLn3fD10/T9M8zdP5HI8jahQBHE8nEF1dXUXlYdCuRGQGtWzzHJZRzjlyNOMuEdXWCCsOulNK3dVVR8TuNWU55xzBoPDaos3LsmgpCiapKRKA2/HlqahqKVqyGyhqRM2YuOQFbpxSKQXwruuvrq6ilCnnJZL044pWMnscx6hfUS1E2O8PpeScc5IUORPM3KUusceC63Yh7apYN5yItAZrAl/WOUgrI/tqKKqGfetE2ayYaWiARhOm6L4Us51ZkEIrgqvgXARZog9kpT42A5vczQjNZSAGughTCbKZGYpjL+QdBaU0FS0lp0QKWtQ7gqpn0pS8ZdyGnkNrOIDq56251MEhWEur8ea8gCg0N6mBYFEzsDqpullkHyNmHSucUVQTh1ypB9HsRiSsFpQQ3LwZjU6gppKMEGfzlp9jDkP1LKz5Qa1EfK2OZIl2eXj7hGpOD21ixtunuLWD3vxwfRi0SYFdk+WqR42ovQI7OYJ5hcMTudaHQgQSaZK6IqgBlG0tdVUwDUExYUhiVUu1wLSGHiMu600rh+A12szSiQxd9+7q6t3tbXSbX9OLn16evDVUDJHd8Fk2ctyuSk1glZovkEO6JZR9Ynap6rLMpeQpF7Ccl+V4mq73+45FRJa8xE05nc8WlQoi8zRpKVJFixEres5a1M0Vwt3QW86qRaQPm2W9WG99QoLEHccRqEl9aM5UFBypahhKAJipOlAwZi7ZX56/XG4ayeFwMMM0zWGBTnlC6iqCWzmdj+badZ2alpLDrnl6egrUDu9pt9u7++l0jGnSMpjNivbDICSaVSS5ueaS+o6JiblYWBwcIaMYxs15qTM8uLnVolmHJRGxQ90X8+xQkIVkX9QwEchNzAju0rEzQ7lm7odFnMxCWMTdoxQPzFI5Brg6V1AwYoao9TDAO0GIaKIjwE3JW28TB4wku2U3ce88JCHg7mJgcoI5MUApaCF/xXW4N8E838zD9R9yd2M0qWPnEl2EQIWAJospTiLhHWsnTJW4YjNEcUPkyPBmaqfVPsSGp0BDtf+gw7PK1v3Hvv42dvjNbbVEaEOjoHG9l6NuRkatrbZoEg74pi5rEz3BBsKojYlkbg4VMXNtnQxWlKxWDC7Ofngc4dFE9YC7R9rrmpMC4OrqKhJhg3aNMsKr62tJEs5CIxkNgKq517gSgMheKa0zCZy0FIL1nZxOL51I6rqwkuI7P/30U2TlkvC8LLHT4/m8A/b7vXQJTGZVq0mYyWoH3lJq/YE1Tf/YuKnJxXkGlRO5vMy1mYm7D0MfrYeiSZiZmWnQN33fh18W0bFSspbqOTJxsL/hhZVciGlZFjc7HA7Ro1KaxGSpNRMefFAk9fV9X6msYJSlChJS7TnBzJwkVd2PSj6B2dvCZ6vN+40hGq0JmKB1qITGsQkZmTkZXFxBIcEJ9jr+NnW469Ct43n15deUqHWwh8MSFnoYR0Vc3BOjE/RJRqdFDaamcGI1N0JRMEWCC5w8MTiiSAjJhlfzK5Lh4xhVPJwab9RQaJ0jVAu6yR1qbk6+VkB59SA4rBuqF9tAG6iI7sF7m9lax+SvwIWqJV2b0JitrUQiUcQ3p7aZfW9tk393+/tYs1rv9Yh4XZaPKkNFl+ptdncmFw4XEbxxwdY+5N68zmpRMztcmRNDBaomwkl4zkXaNLskoXggOUBIKaVUNRyJKPoEfPr0yVuXkrjF5/M5ipsBpJSurq6SyM3t7TRNIWG5EsMhBOU1+1YjZCMifdczd05F50mI+l4KWcdCVYDeVTWlFNWS0zRJl1Lfq8VQ5GmZN4IS3KxDZ04x2nTT+3W9vdykc8K02VYYBScTbZ5O52N0TC560SRXLVaVHVU1ajKn83kK32FZ5q4b+jQwSd8PwziYGgvP07wbdsQw8+0dQ2NYAKQkZpFBZ6qqpaA1z4zkxoDLVPUMqEup6ipFuLsGYuuYEKEgSoPn3ozkNb5AoTCrZkW1KJuxU2Tvw2FmBa5MTmg65Js4g7fYqDfZkHVgI8I0dOFBAGImNhdyMEwom/WCMYXsk2BBzuoONSyOntmIixUCIrwUXDS1RnEhc0MbXiYGf3MI1jkYKcgUDJG6m5MZAmeKoigMkZ/jHKu8omkOOoONHRajFpS41XGQ1pJxutgyZobWUWzlntGEILwK5lT/6g00+GvidkWQr99Z7bf13/Zg/l44agO2K0S8tZxiZhJVhcL1DDcLxiVkjtBkrdo/zu4i7OastS+vJBF9VVsQh4jsGBaJsqObm5v9fhTh0ACPaHEksHAsmoR+6I+nU5S3LXkRFlBtGxLZrqoezd6GYYxWKrH+b6T5YQYGD73ksiSRTOiHEU4AiQh2u0iK2e92bjblDME4jkdVa71TKISUiITFzU1LZG9GjWU8hbiHQazGryInOAQiAvVOp6N7FdPrh/48neZ5XgO0yzKrhkZXREBtWWaRaEQZDcJlf9hfXV1lpa5L+/2+67oudeYOuGqpVr1b9GbKeYlziNMQoei7EnMpbnKcqhu61InIfr8fhl0pCqKuqygTJ1MsbJwa/aUaf3w70mjFIWIQSjEzV3c1y1p6gsEgROQSpdYM8chBidTgSp+u5T/xX2/tANvgD4KWV2+CiRN7T15Aat4zPEUc3Rzuxl4QYjVRyZ21Zr5wlBVZaJgYtUZ3vzQT11mxlvcBbIhGQFHXx+4AiRMpVA1mzgQPyWEKCAkYdrZa2a1OpF51H4IoCrEINEshzqYGfS2akazl61h5cq8Ez2Wr19G+TptQVNzhXzB8aD30G6BZLfb1t19/tPUr3+IUU+NH6jnHoXhl4bwlzoDMUYgi4SySSk3dTBnEIiXn9Ty3z4yImHgcx/d375m8Syk0fd09ku5ub2+jzti0zMuSuvTy8jJN03rTQvUOCCHu2uxVJKXURW5LTOzIXstZSZJrzsu5lEW7Ts1zsaEf+q6P2sgffv3r29vb4/H4888/L6rTPKlqdF9aY1tLLgREip3Q8PL8FLHJOFBYVdTs+TXQFrZM/BsTO+cSFZK9pZSSalHNIslMw/kCYKYtjRjzfF4WZWYRHsfd4XDo+96zpiRmejrO8QhVS8gSLsscGg5XV1ciolqI+Hwup9NpHPtxHHPO8UAIMNXQlOn68CCjr0Otw446QQZSElVJ5o6W9eqXNF/a5F6uQzQoOxYxDRUImKGomRCsFTsREULYoepU0TqJCSHXiWZQNNfpTcDUgy4G3BnsnsxB3jMsIfwhU1cyFS8CZ1JzYiruEhdnYEWUNYbzUacwAKKgWtZZQ1W7AW6Gdlwm1qrpRCxkBjdXc1VSFycGUw4XOLFwVGSBhaPOuAQmODOTwlEiM9CFIiLU9GWIokby7WQ28zXySw1rtnO7vuCqx7B5ZvH62zbKm3e3dtP67xt8+fvbOnuZ2U1r8jMqQdME0C5dNS72lFtH1UYSNYJS9L6hi5X+BoLra7dlWU7n07ub69R1kZwWsgxhnYYl8nR8ibjMOI5BzQR1GrJy+/3++fmFmroa4HXCdJ00geFpmnLReVlOL0/CJky5qKRBXXbjgqrYVY3Q/X6fUnJgNwxhiVwfroJ1ZmYfKbievh864UAWacKj60iwVm95dXX18vIS3t8aZTOT0ymnLkninAszhQulOrd2ccxMpYSGTi4liC0C0HUds5/Pp+Px6G7rGIpLrjNQupbpk6N3XfT/JWJVDU2JUgo3HckIdXddJ5yCZWfmvMxV+ayUKPNLzDQMYPFpWuzSdGk7JNbna2ZwZyb22tDWzIqqu9SwCYiMjCzCJgwhqo3Q/EICXJhK36TMbAd++0JzseAgJHcSYhIQLHvH1rMVseLIiRZgyYVAmUyUoskRt2T34IWi5YBXt6b+x+C+LrFh2QfPgojUAA4LQ8WrOKy6F9dipkZR8x17DsU+DX/JKURB1Y3jGAIBkVOBwZ2bx1Qp1YulsNoQWFMkec28Ww0QX2NAdbUn0Otkm/8QRFw8qfX7FxT4n9li6BicLWq2qvFSn3qrxF3tYTcjJ3czJgv9hlib6KIcuN4WqnrRF9ttWZaHh8fd0Hddii5Ch8OBW61QGCNe+7Fe930fU3qlANfaxVDGDoOi64ZxHIdhUNWnp6fAo8enp/N07gSdELlL6oHkzNN5AnSa5r7vo+wwrjVy1a6uDpGPF89z7Pubd3fueHh4AMxVd+MuZnkgiJkdDodVJzSe7G6367puHMdwi1rMjpsmSZXLEpGS1wQNVJUMoXgOORszpcTzvJzPExo1Fu3bRVLkazicSEAJoL7vupTMvUsJ7pJEpBPhZZmDq1ItblWUgJvGhXsXENl3/TRNRZtUkLB0XZ+SseTqu7G/aSC0GYfMXKxWUHvxMA1UTU3dk6mHl1SJG3DURwVkMIckiK8os83Q2W5VU/eSyBp7JBGKsu7E3LEWpz5xcc+wbJSLm5szq3khE2YzMq5pOQjoijLO9R0ztCiHqwNe1e68au5EQ2ynqKhg1RDXr6lGob1EHAWKZnADV6amktzxSMkc5EYUUV3E8kMsyaNfnDPqIduPJYgyq1MO7m5Yu5K/krCtZhgRsUv1uZyIONosvAGL9Xa/cUNWZHkDNyHOENcaNRPUYBBVuKP+G4tTeI/bfV6OFXjYWORIqS6QkDjjxKmTrBaSh0FSuHuToo9Rx24OcSYimFt5enpiImE5Lse1ECnKiJ+fnzXr0A0PXx7neXp5eYkKgHAuVvdktSCYWbUsywz48Xh8fn7uukQgs+JWSDoRcajBhn64u/uHd7f7//P//H+KMOC73dhuCC3Liwh/+vwiqUupi7DXtEz9eNgfDt99//08T89PjyXnru9VCzVqMKhWbts852HoAcq5pNSlpKWo6okAkSrAuiwF4UdzrfMydZGUUtKSS/Ywatx9notZUJ6I6wrtdDMNInuaJtXsUHM6nk5qMMNuN757d7sbd2Mvw9CrWJQ1iDAJoG7m2QuBuq46mGbGJB6cLZuZCTO7C0sn3gmrCEwVZLU2MqSqaLVD6xg0YyJJrBnZtJgVc1U3WadJpTRqigw1C6LVtbQFePXvK+nr1SKi5nOh4UP8x5nJTYU9CTp3j15xio6pF2SuVc9ZvWOGkJkZe8RUowgTQXs00yx8KaJILVsP5wQKD0gtDEm2KtDLbkQwQVSae2gOiZBELRU7c0BMm2utpaKqIeQ7uSYQpxaZWl2hy1RvNp43Y9LJ1p4iG8i46Jbj9Yu3XAb+Jzb3jdaUtTTnsPncvdFWl4qkZnw09u5iYW3uauWWal2pO2lQNkySXD1yLKKWR5iM4gmFyCLCrov6fojwbjf+8MOvr6+uEosDJPTl/guAMOCZeZqm83k287zksuj33/2qlDJPc0QGIwllGHpVz7mELwMg5+V0OhJhtxvO5ynnIkLCpEVlNxhMUgLo+fl0Oj6WEuK+iGS2AP2U+tSleS7nOU/zNC/zfr9f8jIvOfU5iRBz349ENE3nSAxbmy4F/9J1kaGPaZrHkUo5X11dMUtKPI67ZZnneRGBu6oWgAFHiEbV+82mNp3zPBnYRYiIU6oLuwjf3tyUuWQtfde5Gwsxk7mfzxM8uEQ2AMLTUu6/PO3HPPbTfj+GGgYzqRZ1hYMhSZI3aYJWWlVbM9dEBI4jELkn5l4EBnddW65e5OLWwYegU40JxmRECqiiFC/JTcJNcAgzmJxIA3S8+UGrK0SNCHdvraKrQnYjG7a+m7eVkAmJIYzEULawZHvz4qRJilVbq6gnJoMrYIABbKFuo17jHeu83sxyOCHaKwOBQSyINmsGFlZ1U4PVBDZzgJwqKoGBKrBTXTBywKI/CwOAeiiZCjlbq5bc+iwrjq+FLdQoJcQoCTm+/xnIqE9u/dVbE2PjIq22jDeR8C3cbM2T9iKcG1pduV86OjYfVff78nfYfSTMSSSJ5q/BtI0CTpFeacPQ933f9d355fT0/LzkxcxCSNzMPnz4sN/v+/H+4ctDcDTDMJxOp2VZBJK1qSqG4JLwbreLwE0UFkWBZUsIlN1+V5bc9wPA0zy7nueJ4LmtHrq9vUJ9RDUTMScy05wXgOd5urt79/j4yEIArq+vU5Knp+fI+o2jB+shchUFseM4RmZgGx4WvW6LRr9KpNSpOrOYg5kkieYSSnrzvFS7kdDk0KOKot/td5MfbapauVrMhIZhzEsppaxmJxwibG45z1aW8+koHfd9Gseh6xI5S+JIyI2gXtwHEYn41DqoKNxdpo7J+t4dakvocUtz/9eCknjcIgIjtyiQEHcvRdW8ONQ8qwqxEryqjYuj5ac0G2UdNpv1jjb/oXXAvxmrYeBEKk8nrDAjKq5DghqyeRYqBlVDkmJe1EJmrhikBrhqTYqqUayia3uGlYsgWpU3QeStw0oMSVUPvoc06oEpOcPDhGGJOoNKIquBScjNTYhaAi2ITI0Iap7iLtA35nm1ZdzMyVpRJrYxpf9ZrPklcPn69WpABcxtgebNs/FNca2vnMtrJIp/mdYVZpv/EtRYNX2FWYSFWapKSN0uaYRRn0KSUkfE5/PZzZZpPh6P5tUQCPLlp59+CjMs1LyD9A2Cdp5nkmGep5D17bo+fhjlzmb27t27KETs+/7x8XGaJ3Max+793Xtm+3z/88vxrGpdJ1US5PWNXRYjAjsxXAQi/aKlqD0/P/3ud/+YuqRaSi7C3Pe7vpvdcqRBl5JbaKkQkRlubt5Fa6dgVeOmdl0vMpmV0KMzU5aEbF0aduM4T2cARbXrxMw5AQiD19zVnc1KzhO79p2QYMnFHMtUSKS4ixCqmi3MVN0lkRYHyzD0VjvSkbt3XWJOcA2yPG57WDpASALA3SPzSESY+y51JNL4UehSqCZD+uourUAQIY0IlEY3+2Kuhqwo5IU9Mam5EgnYwVJN6VdWfKMHqSFOhRwOYGiDeUMM1xRXZnZVhiUiiJiYO1nCrNYJ1BlhYjAbrGjkiLmusYu46ZF+XRmCyh21k2Ov50NUzXQiYvdgZeqcp1A7IiJHWPgMMJnIuoIA7mYuxICrVaa/1Ea3bKYXfZnttHwDH1aLD6V1hrsEj+Pm2WVWX0B7HfdrzAjf2lYb6oIuX9ksG+nIV5++eVH/3HzhAj3ul0Qkokq713vM4ZJVVAkaqsWY1v2vScOR8xWhjWiAjd73+33REln5Dw8PwzB8/PhxmefT6ZhzzYKNTil3d3fn81k6US1PT08RbIqjmFmkEcdsMbPr6+vD/vDnv/75eDq7ed8PHz/esFjOP01TNjOWS1CDGj9NzqpZNcMKiHa7/Ui705QfHh+eX573+13OecEcB725fff8eL8sJaWeWfb7fdgCyzIPwxhhpjjtyDAmQt8P47hblomZAE9pIArCXSR1fe9mRYsJ8zAkSVEqmatf7V6Knk4nLwuBUXgpmYhN3YrCkPpERud5YSLpWdXhyKVwT2rZzHPWUnLkKw1d33dd3KtVTKvvB4DmefFmpMzzLCIpSWiOdSn1fWdRHFA5bAtPeR3wDWhC4Z8AiqR/NRQ1FVZjJaiTwjlwxkuwwd8AlNej/c3r1zZ4m1kx2JjEoWYdw8WLYRSYkzmpuRuKG2sUGMIY5tBA2QASap4ZttyThy3iQGhoOEAMNzicam6gRyWPECjYZCECUqAYQJX0qQF9d7Omnh6Uf9RkwkHEaZ2EhObBbeDG/VJBVDHLNqGWy43Zlja+NXC+dmReg/dXR/RqyLQXW+h4CzR/Z9tiEJrHC4CJX71fqWQluLuRe1V04EuKfbChkRQQAZG1y1LOOYbhWukT+SAiIimhNpYu3IR43X2/3zusvzoAeHp6ylljHV6fRcTFY/83tzfTMhf9dH45fb6//6ff/Xo/DjfXY1leFjVzXsdxBIBFpHDBUmDeD+n29ppTXzypMUijP5SI7Ha73W53PJ5Op+MwjKUoQDkv7ihF7+5uV57ocDhEDuGHDx/+8pe/Ho/P7nb37u7T55/Mipl3XWKS3W5ftJSsSdKsJSbauBtiOASYmlnfdZGTXYiWnD2qb2FE5GqH/b4f0vm8RHP0vutkkJiyqrmUsPtEVUuZRWTshwhvr1AbgN7347KsmTs1vznnKHOXMFop5lNto3bBBWzaHIqIm4KYILnYkm1IyMU1QcGG6OzITsIMaK0ycLcVa7bjv+7wW+N2hZumFVWNDiFK7O7spgR05EOiYljIgj930wIXsDmpu8LE4VW1Y1OfhZpCx8SoDQlAl8luzXtgdwpyIRZZIMJKtSslw4RZmnoTQPW7JHAonACzikRMuGTleSsGj7NqlsuGpsHlv1tLYb01vzTPaVMt6b/gYX0TPrw1WgpeJgBny///0hG3YwWvgWbrpr3ag4fahsN9zZQRJmmhFm+GRgBNjMKUuogllZyXnFE17mBm+/0+qiJF5Opw1Xd9lC91Xff+/ftQ7TUoEd3d3Y3j+PDwZGbH45FauRA1Md3n5+eh769vbiQN0/H85f6nP//pTx8/XqsuQz/+6S+fvEWpmPlwOATvY6pmy7t3u199vFUzyHD/MI273bgXwM/n8+3Nbeo7gIqqmYtQUwsdI5kwYCi8vyjRqrEbpt1ub1aWJVPtRu0AiSRhYUlJODGdprOZSxdqWCTCZmWalq4TUM2173Z7w2SqiWBmeba+4w/vbowwTYsbrq52It04jtdXB3d9enpsyjLELCl17jRNc8RMwieK1IHHx8fD4eL7rAheSiFoSoklcTR1qmbrGkCoWBNLgptFyJLZqEtwzUWLeiFkNSneExV43DmPBiWBmtW0vIxH2rA/F+tmU9aD5h+scz8ERsCU4ICrs7gk+AAUs+xUVF1LML7FUIwIrpGPHEZGZXyJWsNbCj2BFRzW6XKJ2TpIoo4YUAKEqfa9BohdmIRCqa+JXdEacaEIyqCR3l6zzX1jy7QLttoiYDvlX6HMm5ncntQvzvktlq/vt4D3K6Pmm3hjrZHJmpvzZlffPOgbKNk+Tt/qpEXEzy/gZTV0RY3+vwAuvArHEsXauIhcETpXY5Gu75r/z+4e6WTn6fHl5UW1zPMCYJqnw/5QSsm6ABiG4d27d8y11Uk0gY2MPgCh8xJpLOP+5kUeyjLd398PvY9D9/1334/72//+f/yrezSK4y9fvrShPL97d/W//2//WcupS93D8zIXKdZnzU/PT/vdQbq0H3cvL8e85P3uUPIp7slut3P3MMoibzjkpoKKPh6PIlJKSanLeRaOlGkmihZIvROZlr6TvCzD0LuVZVmurvZ934ukUj5z68BLDHXud6MVZXieF+7x3cf3N9eHn++/TNM8Dundu5uUhmEYDvtdWAcBf8uSg2Q7Ho9TXta5mlLq+/79+/fuzkwp9auvBCDnQsRJ6pLtbo19DbboIg+yjpO4QHUwJWNAPZeyLGXHnLMlKiqikV/RcYJwArQGf2IYBinzJrdzPQS9dprq+zFaW5/3lu7qwiKJhEzckvDg0SsOhWKCWDEIYBKenTO9adnccDSEtKM/SVDEDiB0siPhDWYOJhZydZgnEUdrI8MUxQutNWVNUYyaLquQBgtKCEbMhmjV8TbqbO66EWHwKgJf2SDAnHjDJ21EgIiqHO/23q3hna0Nud73baZvexGQ6CF7Yf7q0y3EbH7iX3/0NSRtj1i/AzdoOwQiEksEIheyTtiUSmjJC0c8PfRWci7zXNyo7/tOpOv603QOjPjy5QuAu7s7VXUnlqTm+/2hFF2W5enxWUtZdDmdTkR0fD5dX1+Tw9UO+0MueVmWp6enKDJ4fn4ex/GqS0Wn8dDf2d3xmV9e9Pbd7svnT//pn/5x7Plf//CXp+czIF3XaVkA+/X7/v/+v/3u+enzh4/fDbvbh+PP3SBCnb48upbrwxU5PT4951yIKPXJrGdZJJGB3t19UC3PL8+ckrmfl7lL3fPxGIYlEe12u+PxaAaQ7HZj33XTdO77nphVdZpPmqM4BV2/y8UFOOy66+u+H+xPf/5cTMfhUFTchIncstkiiu/fv/uHX/3aSP7Hn35ST+/ff/fu9rubq9vUJRZM05S6Xc7Ztby8PEVNQxKX1K9LSeReR0PuENAIkWKiWh5F5CI9iNTNrLhr9GZkAvMr+5dWiS8DE4TBRtl9NkC9M7CZqOVCnUAJi6oysTCRuNUc/rrgo4Z7hdibzE2zGrx+3ASbYjxybdUDcNUAZfYO3HRi3NhNoIkAXpTmrOZeQInhzOpFDC7CtcbCmMlrS1uwrZ47wOSu5qHxklo/FSeGOVmoUFHVnAoRH+FahN2md53sWv2MaDjrHs1kWFydgLSFmBUaWlQ9kL6aRG8m8Op4+gaiKrndyMiG1/ilbbV0mtli3rhec29xtbdE7y/u7lv7/yYAvfoOVuvxkiwEOPNlcWEWxyo0bfDa5XpeFlUauu50Pn15eIiSxaenpwhdm5mTj/vRj+qGrkvXh/08z8/PL7tu13f9w5eHv/71r3/84x/fv39/e3sbhX/RfiSUfUMy6vn5iUWGYff+4/dMXc7nafLD1e3z08N37/cfP/7fvjy+/F//+i+lnN7fjf/p9//ww/tbuH/38VfF6C9/u385zkR9KRrFnk9Pj8OwUwtZzJoAOu724zjM8/zh48fj8eXx6XFZFieY+zAMUSH1q+++u7+/B3Bzc6Oquzyez+eUOuCccybG+Xx+enoKvSvmSkupmyS5utp3Pb+8TC8v52WeiXqBZZu1TPuB/+n3v3n/7u56f/3//v/9X7nou7v3v/71b/a7K1WfzvPtu+vD+6vn40vX5WWa+mF4eZ7cfRx6grgjZNWjDOL5+Tmcvv1+z7yG7UrYniH41JrM2jpmidYQx8Wuj9FIa2CWOJdscz4nT/BObCnUgTomJgezuiVmEqYSIXCvQeRI94rmF3WoEShEp+pqbW5rCTU2QUP3GoImRjIqBCF0Qj0omxV1EzbnqCPKpuJGZMzg0P8OOb+Vl6yd8OqfHjKqwUeG09Q6OzrATGpVfLo5WE0WmFZUJlPzRjhQ1agKqqSaciB6FWPaTL91er6d0u5f07vtgGtsppl/eBvleeudvTrSBWiiVNrcafWSful8/v62NZR+6bdhZm3+qv+rmCtVfTfkOZrmKcxsWZaSM5zzPJ/O51xKdPwIL2Mcx2BJYikgoiXPJc/vbm9Y6HSedrtddImOFtGmNu7GWOuiyCBaWRORFmMZ+m43DIerGz8e0/PL42z5dt93km7vbv/zf/5f/vf/9l9LOQ6dmU8l7+cFf/n8JS9aTE7n+eX0rKAkXkrBACI6HPa73e75+SnKwU+nU9Q9xSN7//69JFGzq6uraET7+fPnvu8/fvz4448/xhmK1Mjdzc1NKaXvu67r3VFKXuYFABN3fefuRZGLCXX/+A8/PNw///Tj57ycIbbfDXc//OpXv3o/jjt3+n/8v/4/Xx6eb+6++8ff/u7u7ruci6mfzqe4D9aqMfb7/TB08/lslgks0lH0kwFKKY+Pj1E7HhFAoKq1x3VFjCx1qY3NiyeBFg/ajpM3zr6Zlel8Tn2fut48FRWQRAU0eXZj4iQCcYK1DIlweNAYvdjhRbg+pjtdFJfaooi6+tEacmJ0wuboQErIBkvuxSlRVi+mtV6JABKLdm3RBMqVwACF/sy3F+wtm/kaCrZzJTZeDZFVRYKoek+br1I7yiuUWSf/m217JlR3viVTL8+DaGvXvHqEW4jZQvUbU2f76frntlrqfxZovLEwq6OEFkRYvxCHagfkpivq3mpEzTyEmtBGgZtN03Sezvv9bpmmuGuh8LTetL7vs5V+6EXY1VigRXPJHz9+OJ4md4+y6WA9QunK4CENFZIIUX9sZm7+AjJD6rvvb39zVz7++NPfHo+asxTHn//yr+7LMFApp8cvPz2cymnOcP/+u1+dT/OyFAflJWPAbrefpvl4PH74+P3z85OZdSlF8yPmjlojhGWZ+67vx8Hdz9OEUDhvslLn8xlA5HQgao661HV9b1aW8vT81HW9G3Iuqoaxf3o69f2w3+2GgQ7D1W9/+O18npj93d116tPD49P/8S9/fH4+g7tf/+737z/86vrqep6nec5BOefsRdXc5nmykk/nl/1+TEmWJS85DyRrL7rQxwlWC0CE9oJwCcqZmallJDRy3yjk7uRSTLvl4yLQFsYOM+dcns9T11HixImSI7mzRruS2rdWSDjBtbgWcmdZm9k38ZeNLt+bw6FlyQLwGLRVENzIIYwukat3wJAiA46ymmlElGCAGQqD3MVdzcmNW9PdmuoY45Mus8/diYXhrtWUaYFdhDkG8Mp/hc1SNWSi+Irr2mvu4aZG0W9LpvG0AYvLlZtZdMaIj8wMZFt7ZDuN60ngQnlsv0CthcA6n98gRTzFLe5s7Bd7VVfyGoPXP7eXEHfFN4Jv25+vB90m8vmKZb7dM9Y9VzX21ulKOJmZmuWcz+dz36VhHJZ5YbMIbMcatbagfnp+2o27q+vr5+dnU/3+u+9T17HI6XS6ujqUkt39cNidz9M0T0suIXYZMaaXlxdVk0Sgsszu0GHcj4f+/cf3779///z48nj/8pJLLjRPRkd6eVmY73ZX9J/+yw/jbnd9uD4djz/+7cfjy/PjwyPIUuqGvo+Gbe/fv7+///z582c3+/7770+n07LMx+Ox71Pf92p6f39/fX3dp2632728vOR5bk4ELcsyjj2AYRjMNOdye/sOwDRN9ELBIh+Px1JKKYO5nc/z9c3hsBt3w9D3/bjbw+1//I8/PTw/FoOk4XDz3fvvfvX+3Ucv6k4iabfjKK0U5iDok8hSMoDj8ZiYiOjq6urd7d3pdPr8+bO1zgrDMEQxoKrmYil1zDH1o9LgMrFFRAlEUcpXL61Ve0cpTgi61brMKH6YpvzI6LshCZI6EyhRUKOR5N8xBJxSF5yQOtDybutBtTgMlQS8rMEI/b4YhERV1C/OCnBSmAk8kRVCIvQS/IIOgsys7nBXg4IEKOZEFOXRbsTCjhr12RpTkSbsbiQcPo474hvmTiBTA0yEzTxxtC6IDtHg6HdtoaSNaOALM2kzJx7f26y87bad+dsg0nbGEtHWtiCKmo115l9Aemt8vsGpN3tukND+/8vf/KXz3v71TfPnFfC1Xhq+dZs3Sn01RhAp5M2ciZUzpa7ruhAsubq6CrHI9QJFZLff5ZKn83TY7W9vb68OB2H59Pnz+Tx9/vz55uYm8vfDHGDZD+YiEjtZJYen+TRN035Pp1M+Ty+pw27fA+x8vvmO+7Q77K7JeRj2nz59Sf1wez1eXV09PD3BvR/Gh4fHPjGsZKiISAgGL3NMy/1uF44egPAyjsdjpOpEPP7+/n4YBgKiBiJqBc7nc1Rvj+N4PL6klJYleha0wgABAABJREFUi/A4jqUokUXz2b4frm/f73bjfjfmZX45nv/6t8+lFDfb7w5E3PW3765vpOt/9evf3n34uMzL4/3nUgozUkrMUDU1dF2ny7zkxRG51DkxLcucJKnq8Xic5zkc1dr3yi0UatTU3fu+T00tMNzey9KzBkn8tU3RxhIxcY0Kr4sNvZyWcZiZhrW9shG8uIItoipkcA6te2rSlwDgtXE1gd8MytVoakGX15+7MZzErRjDu2jfbW5kBg1N3trqEpbVqpoznBhGtTldcIoAKrFyyVNF7ZCCZqUQtU/J3ACnxrNwZBy1lT0qHIWIhEOdA03BthkB/oso0+ZhNV68OQorL7POJbpQMRWbN9vbe/X1Rq9d33ruDUb89Xb5wldQsh7am1G2ukj02kf76kX96w1cMjOgcd0X47Y5zEHdxciepgmVqpCInjLzsizzPEvf7Xb7x+nhr3/529X1FQzTNJ1Op9P5bGb39/fv37/v+36eF2YuRVkkGpLENI79A/7weAamfhjc8ePf/no+na8O19KDE9TRXR3u3t2dzvPN+924O+z7/uH+/nB1/fT88m//+m/LdJpPx6urQ3Z9fjkd5ynKEbuuO51PS85d1x2Pxyjhe3k5zvNEREVVRK6ursZ++PLly7IsY9/vdrt5nlGFr/I8R9mkRNLd8Xiepmm325/P57u7D0QPwzB++PDdzc3N+/fvU5eIUEp5en7s+o4gWjSl9O7urhTNpXz66W99N1wdbpY8HY8vpZxzzl++PAJ0uLomppQ6cnGoambm3W50xzTN/3/K/vtZluw4EwTd/ZwTEamuePep0hKyqgAOCEGABEABTQWQTQ6GbJLdPdNrY9O73D9hbX9Ya7NdW8X5YYy9PbZt28buXhIg2ezmQpAASJAoAFUQhUKhCiiUVk9flSLEOe6+P/iJyLz3FXt3krDHW3nzZkZGxPHj/vnn31fX9dbW1ng8hh6FadrafOxcb6QVo5HBwNyuod8qhkR1uIXgpp0JN/qkgEDkOOly1RKqjjyCB7Csx4GgMCTRkkDV/EycU4UeQQZhUROQRzl5D2tPn9vU8bSPt6YIWQKC6lCVMCiqjU95VHMaYCPrOAVlFaeqQGrNWiLJli0DbrtRrw24MIChopYoICgzI6jzro/QAIBE4PI7GCN1+A7svaUdjIiYZ5LlvzRh0IcVUR0qujUuY49TWcnJEIOnnhjO3eZf4ckpzT66DPnFieCyGTjgplhz6kg2X/YPBRpcj+XDcCcNAZOI0CmqzdSINQFyPEfsd3sQkVAUBlIaH8SGHpumiU1jOTwnbpu2DjWnVJalD4GIrl+/fuPGDcNfnHNt1yFlL21LGQCg67qUZGu22zRts+pms1ldN4c3DpfHy9nsTFWMXRWWknh1GKoidonTapUOVqvl0fHx/uFx3aza1Sq2NSJHUe+9o8J65Nvb27GLli61bWuUXADd3t6ySzcaj1JKlw8OQJRFFl2XmLdmM1MyBhAiatt2Mhk1TdO2HSK6Xqt0NptVVbW/v58SI1IXeTSeTrdmiXmyvTOajFfLZVPXy+Xy+o3r49Eoxa5t5l2zcjQRjcwpxtY5P5vNEEkVRUWFVVjU7Gg4xiZFAcAQgvn/qqpVrD5k9UJj/eTZCJs8Vu1rBAPshjlCGH7It2i//zDzMJ5ikzvO+brthDuEkVMhcAAC6tlRYR5LBEDqSAMRIjm0xIGQVEzp9aZ7eNj/e1R4AE1AVQwCUWE0WWsFp+oVwQEzeoCk5ABTZFRFxMTqQAVBEATRGeqsRpbplxasIywq9O3cvHDXRgeQWSvmA+McATCgDH4Mwz8owwI3qSMLQxu4zHByh4xAVfuenypw/5kGm+Xzb1Tj4T00973z0VPvLqr9IkYboNqAnU6s+T4RUx3yt/WUU39IJ+YDTgUOuzlsl7AoYD8MU8Wn0hzNNRGIIqiSKbcrA6oSq1MURBQAcuhUBREZgERRsKBgkq3kfVGWAJDNBgCsXlitVkaxm21tTSfT+Xx+5dpVJDp37ty0HCNgCOHo6Ojw8NBEsACQfMh9LNXpdFoURUriHADwbDYxT8UQAnNC0GZ1zKmZLwQIHPnJZIreVVXFKdZNnRIzsyekycSHUJZFWqyqskAk5s65UK8WwTtVWdV1Ym7bZjqdOOeapnGORKRZ1UVRNHVj4w5t08wXi/FoVBROlXsxHRcje1/U9Wo2m3pPzpH3ZdOsui6m1F27fnW6NZ252eHRARJsbc3mRyvuuqZtEUBi8t6DwmrZ7OycbVb14f6BqJRFgUIAWIbCu5A4tbEDIgF1FJzDGLskkiQRUlmWCtLFNqVUhAIQRIthRMN8IFQVCYgUEUQGKpYKSQZOCAFQs94TAYAIS3+niahNEgKgKCMoq66iyrLFrDKhgJhUWVUJwIF6dICRsEKw5UigDh0CJGXStdKLnlwOnG9mFbDekCCwArCgqhPb5kA9MpGAJ6/ed1IIgaKgJBBBYPWo5BQQBFFJBDLklAkaMgQaY/0TQ7IiifIgJZICIykgMSCpdca1ACDnLL/v5ffFgBLnvLAoKLlMqMvr41RmeNO6PZnU9Ti15tnC9Ss3cod1CQUnq8tTic+px6mkCF4viJxqNG6+84lA8w93ozav6Mbfnvim6++ycR/0mWwOwZBDnkMwUUZqm6brOrMlsC20KIoQwvHR0dHRkbFgDBXZ398npNl0WhSFgR2qenR01HZd18WuiwBgZiPj8TiEgsgxa9PUpmi7/grA5qdgPKjDo0Mbi7B8yrKJpmksHMSUevTEIaL32AMZ5bKuiYicExHvPCJubW3t7u5evny5ruuqqqz/5b13AHVTV2Vhjxhj0zQAtdUp8/lxXTeq2rZNWVZd13rvnXf7+/ujUVVVo/39G13XGvAUu261XILNebUxpXTt5WuISAopJmazpVREGlWVLwrvXFGGulmlFGPsVquV4bXT6VRUFosFEZ09e9a+clZTJzKHFlW1+QOHAIgsqiqpV1hjZQSk3HDWdYGM2bjIsqHhTiBaaxq0Hc9XDY0qBEKI7FCIhRACKWDwJAwORBC9QzKBCPPFM6ejfnOFvrGkfY/JuhKqwszUy6gZmGJ5kGmGAaB3FAIJaAIoyJNIynWMshqIC2YnAKDKa09bADsOkIEonLkzKgIsItl1RdzQplJVZnRk8xl5uq9vXWEWjR6YK2bHiKc72XbiRWQwab55lQ6PQTdv+HMiG1AfEqLheVqPKbzeAxEzydnQVhE+WW7pTaSbm99heH4zbRl+NYw+nnpx/lI5DYJhFhRzmNG8lZmSgogZGAjoql4tVssL58+FwgNAJDLfWPug6XQaQui6znl/cP36arXa3t4+f+5807XHx8eqMhgnqmpnlHyFLrH3tFwu67pumrrrWkQEkN3dHVN+ERFEV5alCXp6H8qqBCJhDaFIwgBg+ZTJ09gXNG2XpqutPjLSoC28xWLZZbDZSX4yYK8rzszT6XR7e/vo6GjQu7E0zfU9y+VyWVXVdDqp67pp2rIsVXE+X3jvt7Ymrqgi87Vr1y9evHju3DlrnCHiarWKKXVdB6pd24lI27agmmK02gcRsw+vSllW0ks5IkLXtapSVVVVFClFFqFeLNnk8gylturJ+tx5yomTAgKwiCQDlo3oYYv95MaG2V+YT3VOsSfpI7nEcrxsQTExJMFx4dkReCddKhmrghwRoHpCVQeEDtDaPpC5JtKHGNPeVYJMkAMAUMzFnU05Qm/8njGebJyECJ4oEjtVo+WTADkEkUELIgsBK5qhHwxFA4DNAIMCkFUsfRsKIevVMhAIeCKbkyRFFbSpaQFHaNxIUF23m4fFpaBwsmL6h6LJf+EFp1Yy4gYt76b20z/0VvnKZXbPMOU5WFiuxTFv/uhT77l5K2yWV8PEs/TCUdrzaGCd1yDAgBnh0DGD/myZwqC9PqlG5rppYozVqLT0YTKZ2FEZX8Dub+xdR2zNrJq6ruvCh6qqxuOxCetev36967qqGi1WtUi5tTWz4uj4eF7XrXN4eHg4MGh4Q7dJRJqmGU0moQje+bKXpBjiCwAYI9mihimcExEitW2ZndiYiYiAIAdZMK+oEMJsOvXeV1VlBklo0jOgk8nEbF4mk8lyubSJ5xAKEV2tagAoy0pEi6KcbG35EGwc1PCmGONisTDoyrhCFNPR0ZGICHPwzjlaLpciYl7aALBarRTBOTNycVlF3BERsYiFQu/9fD43vo91AMuyBIDM3QDo3d7WN7WoAaNDgqxDrioim/si9oQM732KEQBTSugdELHo8Sq2EbsIaawxeAGoCBMIR/TI6ijY9KHTAo2WCwSADjTf1aqqWXOaaJOICoCGVfeWBDnLyn13wuCcObQFZ4J1wiqOUAUERMTIwcAKCGrfUweqKgLnplPOB9SmzMWiGamqlZBqGQ5pL1OMDkwnGyyVRwJCFMUeLVHvnfYk29fBZU4tV+jR+JwQbCQUN79YZI2TQdaweR2E2A3P9Mv+xEf3RRcRmCwDboxvDnnK5kdvRkO9KZfZTH+G94GNAX8iGoxpOAsrY9Zc3GBkm9AP2DQKIKMuVsv5cjGdTVTVHNcsuJjena0lZi7LMpRlEULTNog4nUyp971PKe3t7Tnn5vO5qpLPdghVValCUZQxph4KdVVVmgrM4EuZCXKOppMt5z3SekTbOGmmNExEq9Uqtt329rYVFOaoa9kKGv9lVKlISsmEhCfjse9Lm5ZIUhKRra0tU8O0nr11lyyQLRaLEMJsNr169ZqqbG/vTCbVZDIh51JKBtAuFgsT2bGkDAC6rosxgqgFzRRjEVyMMQRPhFVlKBK3bcPCAEDBMzMBjKuKiGLsQihGo5H9uX0dADBzGPsUWXsWo99QvVXDEM36Z30zbWTEgJplIfI+BwBISORYlcgmBwEcKMOq6QxQkbFjkOiwUmTQ0hEARsWkWioJKSsEMudaBPQADMIIyDb63N/p69JY0XzZ1jt59ohXAHSIisDIDsGhBAJxlFhZOFvnGkyq4BA0U9gVESHbNytmp3sRMexUkdA8mdgoL7k8zyMIAuBUIQuRIgA67NvN+cT2+Vae3pHX4f7elN2cSCMVdcDhX+9vCfoLs/kgosFDejNGbH7c+vl+GIpyB/FEcNkME3DSf3LzaE590JC/nIpowx8SoGQY2IjC+aKqsnNOe3tWOwxWRSJRbdp2tVq1bSuJrfcMPQZs6IP3fmtrazQaqbmscnDeb29vK8vBwcFisWjbdnt7m5mtzJnMZqp6fHxko4y7uzuWg+T6nMicVcbjMSKaih0z13XTdby9vWMHP1Dsragx9YaUUuoiEY3Ho5R4NBqtVrWqHh0dOR/My2VUVV3b7u7uNE1dhDCbTg8ODgxzsZwFEauqCsFfv37deiKr1aooiqZpYkwxpqIoptOZqlbVWERiTGUoAMBCm/nkWXC3rGo0GnFKnHg0GiVmQkixcY6m05lz7syZM8vlMgSfUlquFhbX2qYdjcZWvjnnJ5OxMaQtlo3HYyu+7HKYxB/23F/UzP3lYUAO8oKwLTq3U2wIsG9jbGY0CKgOwBhrdn+IOO+ZoYvx8LhpurQ1HaXStYwN4zgUyUHhNCoyahItSBOBRxAiQkUwVxRFZaui7CIi9tUHgM1mD6CJdbpsaAgBHAIhELJz6ACIBUTM0N1cIpEgiTjnRcQhgfWCbHM3MqGhH6hIqGx2upCYk1hnC4FQFBIAqaKAc2J1ESEBqObVpPaheemBFYOK8A/kMniiuwybPw2vhJseFgJECXVAmPIfismN/Rfbz0PqQQhiSUfvJ7M5zTQktMNbIa73n80oswnEbFZMw4nY/HRVAIUs2dznMpABL2Hp2xCWBDlSgMjJuRBjbOtaitIobUbTAICeHR9tgRn9xFS+Y4qlL0ajkQ0TrFarvb29o6MjUa2q0lIM0zEw/pttyJYCeO/bNtpriGgymQCAIAirzUz1SjGubmoENBz6xo0bdV2jUU1iNPzCJshjjNY+TykqlFtbW2VZxtgBYl3XOzs729vbVy5fIcvbRWKMVVWaZigzj8fjg4MDYyoDYNfFsqycc8bcqOtGyY3GI/s4s4uycDOMTdWJ7fo2dS3CjtiTa5q6Z/GCD66siqIMFmdTSk3dZD6XqiV0NjJGvQ3mcHtYqUi9G69wQnCbO9NGzwKttzHc8/0wXdaFsUtgXxPREzGCigqBua6gAIlCEznNV6uWZqOCIQgkYU3Blw4UlPPoEjCCAnhyjoBUxDifyiBGhT9Rxfc/WGTUIekCK38UHWEA4iSE6InAU0zm0omsCoJAVo6AmLWA9rkcYH7fjdwjJRawiXJiRQDlpOJs+1dE8ApZuVOFHDmgLNIgpkAOAn1pYK8/tc5fb/mfzGVeP0YMWQsMxN8hiekfxuP+B6EZGLCbgb8ASEQGyUJfUSKAbKA8faIkQ3ABXYNPN8e1zZCkJ+ovOzoZ3hM4gapzlJL0c5L5BImImR2oSN00TdsWvcerSeRK/7CuUygK10vSLpdLXOJ4NKrr2ji+V65csayk7dq2a40qZgGxLEtVPTw8rJvGjC6LonTeW40TQnDOJ07OOe+oi0mN+QJgVBH7mpbvNE2DACJs1dzx8TzGDhHLskRyMSbv3fb2duFD2668d7PZTFmcc23XjifjummY2UaElsul6QGaII5dXXNHyxsAwuHh4dZsy3u/XC6s2DHZGiIiIuvE9WWICnNMKaVkDI+261JKAFq0hfUNRqNR7DrvvbB477a2trouNnXdMS+XS1UV5q7rVKRru2pUjUajqqoGANgumSEpysy8LuphY3vb2FB7igOYBbSa7a/lqmSyUIwmm4CAIoIZWgRhjiAxxRhjW5XTSSUoSTV5SqzsQB2KgkdVRPHgAR2AA6S8p6IDVFjDav29awGmF44YDp7MPlMBhAg8IJvpkafIDIrqUEQcUGJBT6JCiuuiQfX0RLX11KzDJBQZEIEIUSQlcYjiKIkiCCA5h8oipA7JSEI26E1Z9zMf84k5ps1oYpKu/ZNiU1GAACgKYHrD5nrR47a2pMXyJlAFNZzLdgjhNWPnRF12qn6hnjaUkXZUdOgkK+sYDkUEQKBscTMXgvZeiCgneTHDD3xShBzyJGQPtosJjCkCgNl5ihIAAjrnMFNoFAgVxaNDQUgEQF3Hy6bbOeMsJ1dVwxpsOzXP6dh1McYuRkSMbaeqqeuYeTqZGB+vrmtCnE2mx6t5U7dFUamiqpvPF1euXlmulk2MZSgQEYU9oHovIstV3SVBxOPr+5YmGD0HEUej0XQ6TcKImFJSwjbFUVGikTYdqUoog6KwskYoy0DklJkJVst5VZacGnS+7jpKROTIucls5pxzhF3bHB4eTiaT2Wwma7+6jBYREZBn5VW72hntYILFYhmCR8SjoyPshXhj2xlmlFLq2tY5V3gzgCxSSpOxb5paVdAydkGHBQEVheu6jjWpMBGWociKwuTG1UhUOHGW6u0LJQOqLBlpk0EMVpwAmxyoZqlAFRTMCHGOgKom54QEpqCnqoLCIkjICb0vh0DWrwIiIBFqO+yiNFFilSYAUX1H0ImyYhIpCNlpYvFKHqEgcKAIzhQhVIEs5zCzF7JEAwFdv2hURQiQiczcziEWAIgKDlCVQVUgKps9mSIxEKoDbB2Y9S2boTxn6IbWozZDcxrNNYWVhRyyALMyciQE9CrIgA4tLKKzqWwkAGTN0wIioMO05LCrb8b4YcNfVz0nQ9IpvsywtoeHrrNRyyBeJ7j8AwlUXvy56sFcEufUKN8IsCHYsfGH661pHb+o1ynazF9O5jhgrUGWNeCHPSUyp1eICgKiYpMttoeLNG3bdXFUlapq3Rk1dJDIUEmLO8F7JNre3s6TzauVmWffeeedzrn9/f26rluOsYv7+0dELkbjqdTjydiG/JAwhFCG0jKjoqyatkspGdhhycKwtAzNS4ljikapsvVgGzL3BtghhLbhlFJVlsvlajYbm6cCAHjvEElEiiIAAFG1quvRdCKcUVWDP8bjcV3XJnlhHyoipis8nU5DUa1WKwCwUVKb2xpVVfBe2OosKIoCe0lTK+hGo1EIXsQMquLx8bF3nhlTIuccIHZ1N5RF1lazfy2+k3fD3TjcFZbyQC48NkulYaB3M6nZkDrbJHP2y2HgJQ1KrNYb7VcEWnxfLBYQQUS5KqJD8YgC4lQ8qnFVHCoqKpnyufbLSqyLBMZPtVW8Xjt2/hFRe+TVkVNQZLVmsygQKuG63MJhQ9UM7agFWcOgcnTtX2ywhWL+xmC0muzHAqqIjAgIlDMKU1nfwEzt/5telN+8BpsLfnMdnkpztCcOmdX2Zg0yLPKTF3h9OU+97ebLbo4ytp+gfRsT5AEjASgCAplB+ml/A+x1VYdf9ScS4GToPHnY5mVFsmHSMEQrETXCGyoyqwIarcC+gCkkjUdZfcpqgaIoDKNtmgYAQghW8iVmrmthttu067pLly4ZgLqYzxf1ilnaNgIAp6Qqbdc6ojNnz3rvZrMtVYhd9N43bdPM594H26vNPHd7e3uxWJi5dT/6eMzCVVWd3T1zcHBgLTCL3cZYCz5sb4+JqBqVLvtJlggAQNPx+Ph47onGVZW6ruvadrVaqFRVaV/QcO66rsuynM/nhlwQkRIZONK27WxrZxhVt7GJ6XRa1zUhhTKsVivvsnQDs6QUzTAPMt8n2Zlp21aEl8uaiJwnylPvnZWWFrWZhbmxj0jMqmp8PFnnsMAZ9Rgq8mHp2RIbtjA4dQ8MBIh+jZ7mkRMROFTN7r0W0OwFTZdUu6aTUeG48iLAARI4JigUWYERGFkcObPPw+wJaW6w0Bczg3wLmg4DoAooKmEeiSIkb1itKKE65yylYEUCNCV0cT1obGwgEbaJUEcsCr2IuCoLCzMAUlYYRbQGk7GcmQV7H1xUG0dQUBncLPPik37C4OZ04PSC/y8mHZt5zekXZ/JLj4ZAD4yfxE1e/0PXmItmTF1VLV5admPqXiffYbj2/Q9G9DtBmXndlM36gwgbDJm+nZlpAYSQcTK1K24Hz6JdF+u6nk4m1tOBHvq19MEgXrvpvfeEiN6PplNyLsVo88SG5l64cMGHsL+/f3BwVFV5DGc8GrVdW5blaDxikfF4slyuVm0jiKpS17Xhu9ZRXq1WZ86cGZVlinElUpSld874MoiYcw2AAXkFgLbrkPxsPEWklBhAupZn09lkPJ5OpvPjeYrd9WvXqmpU1ytEFWHDYuzPc488xq7rVquVASIAWpaljTvt37gxnkxsvBv77ruqSmIDdwy9atvWOQ8g3pdGrmnbViQBQFEU49EYVGOMRRFYOMbovSvLwuxQjPVD5BCx61oip5iBGO2FpZ1zWZVOFDK6YSS/nhkF67x9uDcGfG14H048ALD2jCVf0GeRw2kZtr0kGNvkIrfRsyqrS0CdChNG0agaQCuPgOgVEMHbjogOVUwdBvqBgM2lAeZFoBlRBACyZQ/WciIgZRUE8JgFbuy7qRoSkWcsrNRJKYmizWNnslVW2gdnrV5AQDJ/pv6FKApkaA4CKHSJnXNmtMLWGh/4MqcW3mb+outCKWcu+T/XK9HSpMw928xoiEiVhkkQIgRB2eiC0+v51AzhCaUHdx3lHLeH28llehFQPgUbojsDhifD2xvphvJwigwZ8jrNsRMP67BCvbHJqfgFps4pYLLJqMAiXUzz+WI8qoqiLIrC0AqbohooG6pKzqmq9YwXi8VqPo9dl1Kyjo+ILJarCxcu3nXX3bffnqbTqao65+u6WSzmwikxd03btV1MnFQgz2QWYImSqkW0GzdubE2nIYTVapWInPdd20IHznsRGY/HNnNg2f54PG6a1izfYoyOqG5q7uKoGi2WK9EEAK+++mpVVSK6vb3ddZ1FqKOjo62tLTs/hi4b7G09LF8Ww3mumzr0uK8FI7QyjZvVahVCKIvCMiNLiEwj3eBhG91aLpfj0YiIAJWcwQfMnIzlmz/R+xC8iIYQDGTDDbY39u0YuxOkl7QFQhVUQgEB82Dtr7hZwQ03zBAybLcXzuiBZXOWzzrvVNdT4HkTYiZfqCoL15HjPEUOrGVkEo+F6AiBEYFRVAKhR2JVbz5J4EDF5RtbrXULVlWZVbYh7sbD6HdFAnQOjYrhkYCZZV3EiQgiORwUWpw1nkw5lJnNyomIANhUkx2hOaHmtwdRUfIeLFKbJ2Tu+xCzJrWyFAEgsqqCX1+Dkzv862UZ6whycuho/eIhkRkSgeGxGYBu/tubUxurs/rGs8WPLHmHkH0HAE80qodLu5noDpuKfW175WZAHD5OwWZE7A5F25rS+iYTtQQbEQdcH0BEE3PdNPP5YmfHTyYTo7Ra+hBjNB08a0hbOWAM/aOjI1W1F9vGe3BwkDo+s7c7GpVtU1ej0eHBwWK+6rq2KByLqAg6p30jiZljXBkSYUxiI+mpglVGBuBPp1NmrusaHQ1dZOPRxBjPnNmdTKZd13VtMx6NHPnzt5xPMcU23nLPnU3TgGpRlMvFAkSyd6+Ic85kiSeTyfHxcdM0VrgVRZFS2prNmrYVkel0WpQj2+0nk4lRWtq2RUACNJkrACAA63y1bWv+yLPZrKrKogj7+/vHx8ex6wB1a7bVtm3Xtcyp6zpV8T4gZmMsRIyxzfp4PmwWvLZtpJTEDJ8V82B0BkCll1tZEx02y+0h3NgNxpoD6PDOfTGFm5RUezKEYHxOQ2HaJLJoRGA6Kpl1VJASCtk5BXHICF5ACAvynlAFEicgdUjYCwNvVIGkmiUkEEBBzZ2EEIkUFLBvy3jnYopW4w+4LCIAYWJxzrwSDL4k55ATI6JHVBWz4iYih0ooNoXFIphzRgW0cc48LpEdtlhVgRXXyg+bgX94Rk8+Nk+fBfX+P00ub93BGdb55sM5p6DQu4WeCmCnIxHkCsWOytB2s6uiPNJtX3BdnQ0nfuA42B2zPn49kbxslOu5YjJcRkkt8bHOimEvlh8CmFCYmuw2CKAZYYnGrqtXq8l4bDiCFREGwdpnWSsEAIzFZwx6+3RDYYsi2PjPYnHsg9vamu3s7DRNV6+6rm1gXI7G47Ism7abL5YA0DQNIBVFKMsyplSqWkCZLxap60Cl7TpvklVEoShUddXUdjCWfUynU8wdn6YoCgKo62Y8njDLaDQ6PNw30vAb3nD/0eExqO7v75tqV9O2Fhxt37aqBxFtFqFpGue8SG2lUNPGAaIaj8eml55iGo1G3vu6rosQHJGqLhZL51xReEN/iyIgwq233nrrrbeC6sHBfowRQL13KUXm5IMjR4Q0OFg550SyewEA9nem7VBmKAIqmJjtYlopLiKAQkSEDkANqbCqYfh34FhlbE542N7W4/55+l90zRcznUkGY80jiWDiNF92Xcfb0xLRgSZxqjZjCICOABywUia9ESBppu+upxD7lYKZzJvT+IxmOkAmAQEyaqu1nohAQUSRUPpKMU9sigpnI9/EScApgnNOWFTVEzjv0MgyvYmQ2FsZckG2rAW9M9KNqE0qCCipDU/BP/zAHqZQ1WFHFxyg75zVWLZkPxEiIbFy/vs+gjCbYPrpj9N/AAM2XM5679r7uawxcLAlT5vxYjNvGgLWOkzKOr7gCQ6xafYoADgidX1RiDjQ8BDtWmF/aKoiSibUjkmkY5yvajw8YgUi6touxs7QUCuIVLWLcbVa2e7nnK+qYFkGANj7dF1UiIgoqk3bXbt2rYvJUSjLQkFXdR3K0HUdEqWuFVXXl4RlCN45YWbErem0DIUIA6KNDglAapqtra3p1myxWFj4q6pqOp3u7++nlGLsptOpdx4JmqYui6CgRVV87/HvE9GZvTOEtFguFaCsqvFkcvXqVctKvHc3buwDQFmWmGU6KyJMKSFgVVYIWJUlIBqFz9BuC75d3YSiqKqqqeu6XjnnyzJYjWnDooigKtPptCxLQg3Bx9Qtl8uUIgCWZYGEKSXzbrMzjENDM88VZioaixniCAuxMDMDggoIADkHvRZrXA9/kY3rqorFHRHjQlhqIxnazXb3KMyIBASqAqi2OPucSLPgvwKAeueBnHJaNcmRAiAXXoMDEesICYhXYUTwqAoeiNArMEuythCsNbyxv3dzxBTzRieHgCE4VtDErNFags6RMBuVQY2TIgqoWb3Bzpp9K7NEANAM8SChEqEnQlVPBEjKkmMWqmSlcZBoIKhdhhzUdFAX39zkh/88GQt6GBtt1wdQILUAp6AmM2MSuTl8aq91OUQr1NMhYIBmNg+g3xkU88BCbhCQgmmC5f4qoqCArKfdNjOpU2WRbTWYy9Hcv8t2CWBxM5MUMHMgwYbF8p1ioUUEQPtpdUEkcxZWAWCQKDKvk+BkVHpHSOSJjL/bNI1t9d772WxGRKtVTeSJsK7blLgoShVt6o4cWYKwv38YY7u9vQ0BIkMCSswTh+jIfA6KEAio8EXwXlWXi0VRFKvl8uzZs23XDiv/4PAwlCUhNk0znkzMGsFmHYcQr8Kxa1upmVMIBXnYPbs9asrj4+PjxUKQzp07R0URm2be1EZ97YNjsLTIxpTMkmGxWBRFubO1c3R05J133g+9nrbNMqAI4J3jGJVZhSeTcYwxhAKxFEGAo7quQdl7d3S4jwjeO0CZzxeGwhARuYqUnLMTZnJfsReCQmW7KdU8dhlQGGNiVux1Vfp/UgQAUDQJ8P7+MZ9ZEUnrTSpP21stTMIyyCQZ5KfCYAQ27+wWY9Z+sQlazLPbEhEcrbok0LBWiiTOiP9SKBYE7EAVLcXyoFbNgAqBjQ5YgHAC2ZtakViR0QEVik5RJBkO7MiR08TQEZr0uFdQViQyr2siU4DKgCkiIXDucwOiZKkcIBCvgKokAoToHORFSqpgC2UTY87poyoi+pvDCm5gK8Oj38YNY+2bMipmmw0Z6V6/Q04WeuvLXG70KcLNUezmx2axs850sA8lJp+lkDTZx52qjzY7SkOxfeqdc/YF6yiu/ZEPAHBOs4bj7dMuRVq3Fq2MF2ROdb0ikFFVeu9MlaPrOuPyG8BpME0IXkTqukHU7e1ZVY2WyyVLMCBWRMqyIMqslpQSCpVVzheMWFoUBSrGFH3ICWlKaTabcdYkz2n8aDwWEV9V3vu2a0ejkcFD9in33nvvwf7B8dERootdJyKgPB5Ny2L03LPPM0uMkbBZjZsUZTbdZuZ61cyPl6vl0jnXdVFFvffeh67rptPparVS1a2tLUQybZpFvYq9TbgVWaLKMdoGP58fHx4e2Hwpok6n06oab29vO0eLxbGNbhqSZSKbA4zVU59d27VN01gyaGCTkR6M0iqiTRdTYhFk0ci5DEdA01TVvhHRxc7QOFU1JSlVydyak2uEme35zV1NxNSbLBMmg4edaWdi7gBCjwojIpEHgbYTlYYAqPTeZoJyPYCMklAdqiASZo4sqw1yAxiLH7BXX0EAQnR9D4MATTJZ0ZFDL5pETHezj5mAjkAGYQmwLVxEyPZeAOh5/L39GyoZcEyAZBgJCAj1g5xZD6yHw4bVd6JiGnAZ7GGa4Q9gM0iBRT5nbGUA0ptMmjbrFwAkQhsn/1/0OPkmw7P5/xu8bITXoewath3YSG3su/TT/5u9b+0/Z6NXbpWtc46FiPNHKyCSSUZlKlMOXpAxdlARYeaEEGMsi2BY/QADF0VBvc1IXdcCHLu4XK6890UZjo8baw83TV6QZVmOx6PFYlHXdVEUVVnubO2wJGapyiqmlFL0LlRldpgty9IiyMCUsVvfxsSzpXfLMcbxeHx0dGRSL4i4XC2d8yly1yURUcXnn3/+2Wef897n/iS4GzcOLl26FGMcjyd7u2dG1QTBHRwcxMhdbPf2zhBh13Fd1wcHB6PRCACsekJEQgrOI2LXtKpai44n46qsHGLT1CIcQjEQiRaLhQj0IZ5UWVVWq6aulwpq1xr6e9HOGDMXIfhQZpCGyKKMiDBLjNK2McaU9d/YAYCSubEB9LTOJNYK1IF6Y1FmuFVyC0ZFN2Yp4JSsGvWkM+zTDQBTU7Y70ADyYfkRBQWtu0Qu2r3cK/MyWLxDJQSweUpEUbbhGgKljFdD1mdQRLQoQ2oWqKCaSywEJHRe+kwqYzwqqjl4ZR88q5IURMzQFUWVAJSQRR0hZKoqqDKCaKYEGsajAErZ4QCNJ2NyEKCQL9vNyYX0E2UAAzQzNIntYLQfP5c1VNLfAZuRos8XCElR/n9EmlOZDp424loHHDVyVZ/dDP/CRrayfiVaEAGitfNJBpQ2oozdHAoq/fCroSgoYl9L1BAPgBynFZFARFAFgVm8I0sTTn0F7Al7dV13XRtjy8yiohIO9m9UVVUUpSoQuel0qgpd1xgqYS0k5/1oVHVdu9AVK49Ho5RSVY28D13XGrbCzLu7O5PJ2KKkqYJyn9at6hUSDYXSjRs3rE90du/s0eHxjRs3ejMpENGdnR0RJfREhOBWy7rruAiVc8XBwWHb1N6HwpcxxcV8WZaBHA22B9575jWRZ1RVbddJr8OgqvPjufduVBYi7L2fTEbMCQC896pQ17UqI2FZFpxi2zZd18SU7LCt+Eop2UkNIfQZYumdF7FJgqRKzNzF1Hax61IXk+XRzjntJWLXdziCtY2c87YrQLZlhMQ87LWQ83fVbEebE5x1uBEVFOcc2oRz7gGpqloLbLi9MVMEDbEOqzZZZq3kzT9FWRSwJIsyqGSVl03zDSN7tq0CAEKf0WjupRq4MkgwqHeOhWzkCgBAmFUR0fXOcywgYmgrSt+Q7Zv5CoRscxkghJjbSADOObSOb46bDnJSA5A9lFBV/eZqxJMJyWYeYTWIhTFVAHCq0set9QofTuXJqJFPC57s8rzuh24+eWqtboaMHCGGMH5Tg2zz3U4Fnf4gYVOqHHvQxsLR8N2Hppew4TVr/QoVzQiV6iB1rCd5QMMxy8YDAAgJHThXqIKwcGJx0nXR1gMAxBgxsw7RERUhmPHIuBrFmKxJLCLOwd7emaIolstl0zSz2eTo6LhtO1UwCvKgvRJCUASLJrPZ7MqVK6Z/bkI2Xdd1XVTNSfizzz7nnJ9Nt0x50zm3d2avruuubVU4xnh0eDyqxseL47ZbOa9n9rYn0+nhwVEIYXDFtBpqNB7HlNqmmU6nKaXj4+MYY12vrl9dWSU7GpVEGFNyzhGhw0BECirCTdO0bR2Tyc3kS2y9auMEEKH3CKApRRFBIGvnmWFcZO66xKyiCKJECsI2L87MLHnGIqVkUQwxDXemVUACrKqE/T6nCKB5rSJAz28cmom2NJGMGosA6h2xSEo8ZMoAA3tFETM+umojoZJzYPwwFlEg78z+FojAgzNuy9CvsECiYnK+xjZkFoXewg3BITAoqQKqoDmTKwBI9l2yQUm0oCiamEEsgxBl68EBZCROAEBT9n8BVHFIuXstak09AAAV4/oMPX5V9ZuLc3N9btZKm+lD//9zboXZxE5P/SFkFGaN8ljop57ttpn6vm50GOLCiZgFOYmwd4ObEF84GcI2m1DDG/dfzfpKuaCzKCFqSeAAyfRM9L707vuRxsjMA7t9RCLTgkOijV7j6XNrabPkyeABz8IYY0oxJT4+Prav4FxW57ebvmvbsizG47EqhBBCWSCiQctW+4xGo4ODQwAIoQDIeJALARHNo558LuK897fddluM8aWXXvrOt7+zs3WmaVsrUgDglltuefOb39w0bdfGl156aVOw7uzZs1UZLpw/Gzs+ODgUTSLt0fGBD7xcrK5evX7LLbdMJpOui6ogwjHGsqokpfnx8e7u7mgyAZHDo6NOJMakykTYNFoUhSMC0JTYFU4EYuqEU4ydmL6P6iCFZeCOYdspxaHsNeACAGKMTRdZlBMwg+n/cYoKBMLkCB2CcyLZlB5Brfm10QPNIlJgtFdZdzDUaGmaPY7sRuXeSskunMHDqvl4OMmpfqi9WDg655mN3YmrNjmfiEqHbJWKZwEynAbybQkAwMaFs69MZMxQUCURi5KoyubEBKDKjISc2BnXt3eeGowDwBT2xMovBDNdsbaIRTHRpICOLHfqAywJkqbMIQO2wiL1peJ65SKi30wIb17qmwv+ZCQWBQcKioKAhkEMK3z9Drh2gDP3LO0VwGxr0r7ht/lZm8d36kigB2J1I8TkqLGRZZxKfDYCn4qsExR7O0Syzj+aGhARkQxxJo8c2DdwFuDyXmeRBQCInHPgHHnvgs+w73DWEPuZz96ETLN2CSOSD845711glhDKahxSjKrKnELwo9HYe2ds3Rhj13ZHx3PEvJNPJhNzCLERTSsDjHLifSiK0DRNlxIRHRwcOOeAsp/04eHhbDYbjUbnzp2LXbx27YZz7s477+y67rbbbnvXu961s7PTxe7wcP++++959dVX7Uy+8sor9913/5133FaVhSN//fr+lSuXf/zMUy+8+PTVa0vhsDU7c9ttt3nv5/PFaDQpy+L4+Pj6tWvMvLW1NZ1MVnXtnAveT/b2JuPq8HA/xgQAoTDJPgg+GNEusc1MVl20fpZt/jjcLSZhlVI0qbCqGhlIXNd128TOLG8TAjpDWIxhRQ58yO9ASm0biQgQY8wCwP2V7aXzEQGA2TYVu7ukj2v5LkopEbkQPCAraDbINtEpsVb6OpXGdVNFghOBZF1LIgLBtkneIaGC94QYQUiACAJCSgqonsD1Xtc539fURzcRZaSi7/QIijrI8/eqjNm7G0XVQorxMRRJVZEcCLMIcy5zrA5iEQTwYLx9BFQbwoS+i0+S2+Jkngd5mgGxb5pYlAHoJx4x7/A4AL1DaAdLXkSQnGE9KipOXMZ3VDc6x0M2QYhApCpEllLawsbNk346jmzEtY3/BsudMgZ/IsnKX4YAsz40rgPNwMu062oRlcgNDQjIqNWgwy4GYCHmpj1a4Saa9fNgiDM4cIkcgUfwhMGRd+R6NTbooTrLgFTZoRNQR64sRsGVSFgWJZERaoSTtN3SOGl1nRCh65q2Uyu7u65bLpdt29R144iq0ajZ2vLetW2XUlyt6pTYdhIRGU0mhFhVVeUKFfaOiiKwKgO6kmKMoBq7rghhPBqNqunh4WHiuL0zY+BLVy6FqhiPpxcu3L63F/fOnt+/ca1tm7293YsXL+5s7yjra6+99v0nvicc9/evqULX8e722TvvvJPIHRwc7uzsms5xURSxS478bDarm6brOuY0mYxVdTrdmkymNsOVOKkIECE5FXHBOYdN3UoeI+DgfTUaWXBJKXs8OBc5CShw4pQiIq9W9XLZqCCLCljyrzElBHAeHWLwDnHNZAnBq4qyeAIQVMLEYuxZMDGXjfp32MM439s2bQBGtBVOpg5n/AZlIHJqvWFj0KbknJONjoqAG7oPiIjORdFV0wX0qIoCFEAN/xEoFMBbr8fnQkcEEXqSEFmARGRvb4sooKjqEJIwoACBs6+W2HjsSQZpTxVOAKYjA4kliUmv9EufiEUBxMoTcMYgBjSinoCBUcgojGoLCpA5eyV5NoYLISKQG1KAkz0jg5/7z8z1hgpkAZbTASLvFUbSNXx0AFnNERTXp/dUZaF913AdsHo50v7JNbwyrHiDzXs0GodAs8ZQcnjKiEyfQlnE1nVVp+AQRIUIHJEzBC9zHgHFfBZUVQm9vbVD8A4CYempDD441yfRqqo2ZmUWca7wVWnakUY2kRRTKIKJfqsCqSaW1aqxIUBmMakH71xZTqaTWVEUs+lO13X7+/tlqIAlcuradjKZePLO+8ViUZblqqkR9ODgYLVanTt3zsqBsizLamw/zKYzRCzLEhR2dnZilDY2r1x6qXmuPjpeIPn773/DJ3/1126/5S5V2d8/+OpXvzqZjD7wgfdvbU0R8Gtf+/qXv/LX88UxIE8mlfduPJpNJrPJZJoSV9Uoxmh40NHRUVGWnPjg4LDr2qIoTERCVZumm0xms9m2qpZleXx8PJ8vYmxj17ZNrcDMnV0kRAIgIxPGmELwlt+JJFIqfEBCB8gqKgapAqAzBFFAFMEREWgwLz1yPfkMvAMRo0REdRrZlisBZlOB9dbUZ6/OOYegiMLJhlyIspyw0ceQIDKjUcKVHAVWA3cxCwzku9dUn8AkSbQnpMUEbcOOgicXVUG4NwpRFPCqQODJgzCqOABVMl4ZqqAqcML+WAjJQD9CdQ77MU/NOEBeOIrIw2atin1vG1WRRRxl9WvIrRAERVVAlzWEwUSCAVhSADTiDOiAERMg+P6bK2E2OLm5hlo/EIZFu/mg/nnY6O2ZuM4QEYhQxIbU1ZExlE8YUGxGqCGIiGRxv40os/7tEJJOH2TGm9cIkW0jAxxlwzI9LxxUFRUE1SmAoig4p2TAPvSIvQ1noylrICBQ7h0BADrnvA+9IWQeEeWeyY69C3UI3gffta2Cdm3nPPpAZRnGk6oqq7KqymIyHo8Tc1mW49F4Mhn37GHx3hchMHMoihTj/v5B5KZpF03Teu9Xq7ptu7Isr165Wo37Me7RqG1bk+ZdLBarpiMiq5XM6uT8+fNbW9vL5coXHkCuNM1kXC3r9rHvfV8Zf/MffZocfP+Jx1986cXZdHz58uXZbPbjZ3/8xS9+LnI7GgVVAsWt2c7Zs+fvuuvuM2fOdF13fHwsIvv7+6asHkKBpMA2Od0ZzBRjXK2apqnLskKEa9euNU09mUxvueUWZTmeH6XUiooImwRVjAkxiBh9xqWURTYDOgJg1SQiikpeMDFobowLoDM4AbyzZiEWwaeYLOlIvbVgUmu+WAGeZVFyYr9RvA/blRHzHZEjMkcS53LflggUnKhRNwSdmpurTY1hP4I7BB2Lm9BX96rapuQ5EVvQsjwElJBREdApKKKSIUfSywEDgDg7dImqxogmBR2Mn5AsxVMzmjRpUVU1dFyJhlLBEWpOOZAQKJBDIBtfQFIQBHPP1QxU5AWiOOgXUAYxTMPYD2tPAFDUORpYA68bZl4vDOkQfYZLQkQ5RK6vky1RRDR/7/9/H/1w+8YzG2HldIgZ0pXNI+6pwPaMCPeFIfQ3jVqhgZ6U2Tl0TojYuhhElBKrap/rYY7oAAYUOOec9waqi8gmz0IsdDsgRAFL8CWUwXm3vbM1Go+rqhqPRmVVBe+Lopgf1cvlqmvbq5cvEznvQ0pcjcqyLKwxDABnz54djUbjySgUk+Uq7O8fHB0d3bhxsFqtmLkoii52i8XCBiPH47E9qQBFWYmADWoCgM0ZFGWxvb1TlgUox64DxKOjOcLRc88/d3R0gMTPPftM3axU0uXLl8+fP//3X/v7ul1NpyMimkx2xuPJ2b1z585dIKQbN24AQFWNYuxMfnw2m1nyXFUjq/Xquq6qEgBUGdEBSF03Noe9XC6Wi4UyxtiUlQelsgghFCmxUfxVFQGZRURsppw5iSo6h+jatlusWlZkRE4p01htYhbQFaEwOT6A4B0gijCRSwgpJXLolThB8F429L11Yz/bhG/77gp5A4sQCMDnNFaEjSPoIAnHKPmuE+x5idozRRHRJD6gd1kQTm1K1HXoSufIATBDAkmeCNEcnQwQVSACdCAACqarTZZeIIGSoo3UezQtKhAj5RPaebRyCwCMSWR2BoYhIqv5yRk/2HsPwpQrBBOvyjRBW2mKQsbW6YuLoUNjMuZ+M6FQyIM5Q1YCA4yj+R00t7T7ssmelmzUMsRjVSUkg6eHQLMZCvpSZQ3TDkHhVNE0/HxzQBl+ezIhWmPDm7GmzxB1mKDrj0RtB1NAAiFVFLFukbFaiYxebAepw1tB7gR5H3zw3tqiVn8NXAyjomrPzjD5uKIofDClAlksFjf2bxh97vr1a/Wi3tnZOX/h4h133XLu7HnnAiLF1LXN8ng+F+6atnnp5aPdnR0WOTo6WtUrQ3/LcrSzs2PGaU7FuDnT6dSUem3bRETRuFws6rpBxCL47dlUVFfL5fb21nQ2dg5v7B+0TdzbpZS0i7Vz0MUmdq1KunTptb29vYOD/RBQRGazrTNn9u65+16rksrSAcHVK1fbtkGEqirn83nbNtPpDAC8dyH4EGZN07RtQ0RVVU6n03PnzlGvWRVCGI8mHKEoHEsXU7taLQ8ODm7c2D84PLRv1HTRO0opdTEKS0AtfFDQLnV1k9pOBSCJEjoi07jOu4JDJCudnDPiryFshGIEDWGhfl7Z0nNEVMizFIOCDGZQUwnIEYJqCDY8bY0nAIXgHSuY5Q6zbMpUb97kYmDfxhS4QdGKrk3suhiocA47BYfUCQKCz/stBiQiJ8Ko6gZNSgXMIyNKpCpMeZKbBJTFvqNx4k0WkhUzE49NrUkz5m222iaGhyBEGaxCBEfZtDpL0IJ4dIgoOrgxYS/qZMUC+r4JZzreMATvYefPLkQbAwcbQaGPAhtc+/WpJDTTlFNRAKwI6WvjzRfcHGvyu2989Oavhmc2r1/P1Lv5iNbWBaeyoX77ASIkBQQlVCK2GIFo4Ix134coo87S0qFdZzJx/XY3HDMiFmUxmUy2tramkyk5aptmtVrWTWP6UuZju7t75r777tuaTQH0+vXr+/vXrt+4duXKlePj4xRjSh0AEFEI/p577qkqf3x8HCMvV/WggbBctmaeKyI7OztVVQ2GITZqZAI0ZVkKMyJuzSZt23RtR84TTnfP7hoJcLVsAPDMmckrr7y4alYirCBEbv9g/8aNG2VZAOhkMjl39vy9977h7NmzN27cGI/Hbbtsu9p7d/ny5aZp9vb2UoqqSgRt2wKEra0tVZlOJ0dHR6vVqq5Xy+ViuZxPp9MY06peBe8Xi1VVjBChKJ0q7+7ubm1tvfnNb3XeM/Mrr7760ksvXr58ebG8YXc5haDk2o6XTeyiSh6JRTAwob9Mnsy92yGgsTw0d3XBdBIQkcjGjoCov8iGu/SkSunnzhGUU/TeOQRQAWErzIANNRRrVVjJRWaUumHTrhs9ViOImi4PZaFin2LHrDFJm9hj6EhRkBRJAZUYICkQmtIOikHOYGBKr8lFiNjbyIGqKQkgEQrlWUDRzKrBZNR1hZ6PB9hzO3KQViVCh3auwDlbYSbpnZ2T7BiwZ81w1g+0DAD8kLxpzwbZXJfat4X05OPkQn0d+HaIJkMUGMJK/wc5O7gpEznx5pozr9d//83HxpusX7HZIFBd502nhyfQOQcKLKJO0bl8Tsy90M5KT3ccUqd+nKoXmsSND+XeWMMXfjQebW9vm4r40eLIzOE8FZPp5Nz5C2Z0G0IQ0cPDgx/+6EevvfbaarUMReGdd85VoyoUvvAzRGqaOoSiLKuDg4MrV64cHc9DKDWjp4vlcmWRBR0VsTg8PDTxTYuVVVWFEJbLpff+3LlzhgiY2IIqek/NqhyNKtBdFXzl1Uur1eqx7333eH6kkkwV6fDg8Ac/+EFT12fO7O3tnbv99ru2t7cNYH7+hefm88MYOzPntohmn24pm/dehImQyO3u7lSj0jk3Ho/teKpR5YObz+fzxdH1+koI/uy5XUT80dNXD/aPEGg8mW5tz+69996HHnrb+9///qOjoyeffPK1117tulYAwKHziMIg0aD63BUE7Od1lRC9I+8wT925ftxemVkdUfDehPklSfZKU0ByQ7Y73PmOkAAIQVWCc4Rg5QPlAUIQFeO5cZswE13WdI3h3hsGDmxbEhFyJGJot0aWpovBOUQCVu/MnU1JiVSTABF6CoiqmswS0nIMVXBoGlRoEg15BQA551lSFuUHFTFNfcpZGqGiSNLcXAMjIWZsKotQmEAKriWx0ZroIo6IVW2Ut1+zeTZ1Q8XqZJEiGxOGNycjQyywv8AhopwseTbp/7ghtpAbfjcx8TfffDNnOfUr3ajLsM+zNl6JPddhDc8CDM2x0xWc9GxKa/SbELetTJv3zRnNhty08e6JyHtyzprXRC5/lggYbcw5R4GMotI0jUlzlmV55syZsph4Hwz2Oz4+Pjo6WiwW+wcHbRu7qG3ENnUpLhBh7+ze7tZ2QY5Fqoomk4kKLZer5bIBJZtyWq1MLbg9ODgYj8ez7S2jwNZ1Tb3Eb4xxe3vb8GBLu+bzOTNPJ1MFbJr28OBgtVxeuHiLc+HwcP7qa692sTUbPFVFQgW9ceMGIdx9151vfMNbxuMZKMSYXnvtVZEEoCJycHBgXB7uufnB+7Isu7a9fv0YEUejihx1bXt0fLyzs0OE83lWovDeKwhgjKm7dGk1nU7H45mncHi4uHzl+uUrV59++llHeO78ufvuv/f222/b3d3tuu7ajf1Ll65yXesww6+oQPmmQKtCkAgNrCUECx5KlFJSRO+csYqMBdDvrHlR9EnHsC2BqpAjYbGV78g50z9CUmVSI/YjIXjvU2IANKbWqft2U2Rz6KYRgPeFgghwYmliJCrIuY7FAyBQAvFIDJIY0INHjwigDGZ9pKoi6nIT2ha8sgKisfQQ1LrvzoHYDIKSSsa7h9kbKwkUTHnWiB1AZruUAwgQrqUIh54PDE2bjQaOH4LF5trL0Qt6GHVIDvBEw2cdZ3C9+O2Rw4e5zSHYNKdNjiEi6sZZUO0VxhBz0ZhBu80Qk6V60HpvoCA5T0OAfm7Ebg6b1h6+h005D99u8/uvTygpq0H61spcF2IWHjcCaD4vRADIRBSCC94552yWGwBC8OZtjIi+9GVVGBI0m00HpVtlWS6Oj4+Ob+wfLJcrZpakq3q5WC26NgJgURRlURaF9xhQAEA9uWJUFUV5PJ8fLY4mW5PxqGqa5tq1603djCfTM3u7dbOKnOyyNE1zfHwcQtje3k4pxRiX9Wq+Wsauu+2222xMHBDnq8XWdFsV6rp1FA4PjlS1bevRqOxiDUAhBKuwnCORWBSjUTk9f/7C0fHh5cvXiiIsV8sYm5R4a2vbOdd17WKx8N6pStdFExo7OjosiqII4cbBoYgyx9h2nISZE6fRqLIkaHdnR6TsugiAddMeXr6Sko4mk929rXq5SinFKNevXj3Yv1GWxd7e2TvuuuOhB9963733PfnDp1979dKNg5X1LRAcqNim7YmCd8GF4AvvHAwzBMqKDp0qKwCmlJghsSqiM4/nZBa3ir2/gvED8zCKSiB0IEbCVAXh1iKFRxeZEZA8Cud1KmuLItOutopE0eWOlRU9VpAQIggQYIocKTny7FwHRrs1UJocgAgKOQQCYtSkwAgCyKIMypZu9JWAdX2MQ2PC/GijDMqirAAEaoa9DjcWNSqCAkJWBVMAAXAIg3vSACDkJs2A7yCyoCoJbKhYDbv7kG5khgkibKQSmNVtQDV/zCDVtZny9CnG+l9Y01Vyb3gIZfbe9slDsIeNR/8RFixh2GqsiZCrxP6T+w8f3hk3pAxPV1uaY9agGy6Qp0DBlJoHIHmzIrMPLJwPwROCdy70PaaiKJwj06gLIfjCK+T6K/hCRJeL1apeLefL1XJ5fLyYz5cpcUqJWWLXIenuzvbO9pnpdDqdTlW5bup6eRwJnQuKkRwtlstXXnmlGhWjsujaNF/MAWi2tdXF7o477zpz5sxkMnnxxRerqrrlllvKsjw4OEDEs2fPgiPDaJz3u9Mpi9jUZVd3VkwdHR+X1Wg2m/7kT77j6Pjoe48/ZrJbdgKY2Qe/tbV17333iVHCQA6PDlXZe5eSzucL7/PYpPFNVYVFmHlV103b2rDiYjGPXecQjKiWUiqKYIYKiDibzThJKAokTxTathNASezJdV13PD9Wlpyxi/746aefffaZc+dvue/ee+647fYfPf3ja9evNO0KwaYVAREKT1VZlmXpyfedKbabghSYDYU0IgwKZt2qQXY75x0bc/+2VooQggMiRRAVUSQfKHO7el1XzcCM6yHkTWFsUNHMPwFFwH78ktkkMu1JlhQ5OU62XVq+g+CQvKJTyE7LQIjG47G5Sga0kggg85gVbPFiD12slyWieTeLPZHFtMymhsyrQ0FYFXNBZG+ZWb6qCtDrFGC/BjOP1RaWH7KPDDTcBHwMsUP7kKWqJwZSFTbptsNjM+L0cwbrZ/r06mRvaOOzNiqd14N4c1jEDDzhEIGGBAQ3s1PYRGtOoj/2GpNLy70hxZu/S77JCEGN7onkMqboiQDAez8ajUIIztEagReIMTEzOVot6iavJUCFrosAUBTeZotNznJ3d3t394x3Zdd1qlA3ixg7AViumq3t0d133e28W734wrgaj8YVITr0999//1133wMKx8eLUJYvvPCC1U3W86rremtra3d3dz6fN21LzhUhtE0DAOPRqGvb5WIprOPxeLFYVGXpvGuaBhTq1eoNb3zDC8+/sFgs7LZKKd124ba3vvmBCxcu1PVqsVj0ubEeH893d3eJaLlcHh8fl2WYz1f2J8eLxWg0rsqyrmthns1mKlwjBkdFUezt7YUQYurm8/mlS5dEmHDwqISyKIuiQEIRmE63QggXL1w0VhKzECIV7uDo6MrVq4dHi729s3fcefuFC+eu37h2vGzMaRNAnEoZQhHCicHojXvbOYdMRIqCIqywvna6cfv1RyXWDyBHookM0gMcqO2IgI6cQhRNKZn58ZBHby4lciQqgZwZ7dp0i7U6TShYUB0oi8aYSJEKBwBR1BF41WRBQ8CT+hw6DEsx9UwUw13y0l4nDf3NnUcuEQEJRZUZxJhGOQXCvKNmXVF0/bJLKtBPClvGILmD268nxOxYCaCDh8EQarCPVP3P6zZQvip6YvEPcWe4Epu/Gt50mFbfeE8Y4lr/4gzWwEnZDvuToerZDDrYnzcFVVgDbMMRDtFB1WJh74KV0yVUVVHW4XkbgAAWURNm2IxEkLUCEREcovWfHJH3fjoeGepJZF0F0ezgISLKnFar1XK5FNGiCFVViSoiGcN9PB6V5Wg8nu7u7pRlWK2auqnbpl0slwBptVoWIbz1gYe8Dy+++JKI7pzZPnfu7C23XAjB3X33nV0bL1++cnQ839/fP57Pq9HIdk6TXzG/7WvXri2Xy3vvvXc6nV6/fv3w8JApHq5qc++eTGZHR0dnzpxpu855/8Y3vvGJJ54Q0dlsevHixWeffZY5nTt3djweP/jgg8EVly5dms1mphZe16sQClW9evXq2bNnZ7NZCL5p6ul0ulwtRRlEuqaezWbbs6mxRTxhVYRhwPrc+XN33nlH13WXL19+8sknr1+/hohlKAhFOLV1cgSA/vDo0DlaLOeT8VhZkMg5p0TOh729s6pUN03bxTN7u/fu7s6Xq/l8sVwtm3qlMTrKt/FmGY6ZJ9Xr1yVGNPNW7ksqIVwP6PUxAg39QBU0Yp7duOTIeRUFARFlRAAlQO9dF/XUzczZbHu4E5UQgnd50mXAMfsJuJiSKjkiMcY9ehvzMQUZAVUkD6iITq3odwrG5TfmS0+t2MwpcrWCPfkFFESUWFWHhYkIACySz59oThgGSDmvoL4uw4xyWhoxvI8fgojm31qmJYBrvsxmLNB1AmMYR27yD+y+zf0fEYmI2UZF1yEmI2obyUWfO2zK8fa/svRkELnVU39iMLPrT1wvTmT/KiCQ8RhE1kbdA59FVQEI+pkjRBBOli+KCDMLs679ea2kyiGYiJyjsiym08l0Mgl+kGpXS8u7rotRzK2paRoRQSJtoyoWPiBQWRTjUeW9L8uqLEagerC/f3w0R/IpMafkHN5z113VqLp67Ronuevue0Rkb2/3jttvPX/hnGp6+umnX33t0sH+gYgkVu98s2oTx65tAWE8GqNC17RVUZw9szeqqsPDw7ZtbVTKhPtiSm3TichqtRLV2+6446mnnkop7ezu1k199uz5lOTK5StvuP+NRREm49n1q9eNI7d7Zrtt2zvuuOP69WtEZIIPzLHXoJhOp5O6pq3Ztn13QDS5cgPUrbkrIlcuX1mtlufOnfuJn/iJd7373cfH84e/9rVnfvw0IoaiIFCOkQKh82Y0nhJb6y/GuKjr+WKVkiB557zz7sq1q7tnds6ePb+1tQUAjqBbrdyQnqgyM5mjMaf+NsvprCjhxhyv3V4iYvj9UDEhKgE4ckXwwVntD0COUMX8Z00eWPI4j93RQyNpWBr9rcjWaycA7BMER5B1qgCNSp6S1JRKKhQBExP6PiMCUGPdYABEdIQowvnv1Kb2FCDrV1kkZWbtCwEgREWVbFIHGS+lpEy9uq5BB4nFu8GuGtQkSvPQkRpqarwXoyUOOoN9LnOSqTas3mEl/0PPDL953d9uRqhcVp6spBDNj/11HhsNKdS1Y8JQdQ3LXm1Wov9dz2g8URNlofb+nupTmRM98tPf1Ob0RCQlXjOmVBxhcK4IoSrL6biaTsejqvQ9a8vmHs3GLMZY111TNzFFR45TUlAhR4gErijceFKMRpUdYOJ4fHy0WM45CaJzLpRluPXWW3xwdVO/9a1vaZpufjw/e/bsm97whp0zW9euXvnOt791eHDovF8ulwg0Gk8QHfNquViYvMMrN17pum57e/uee+5x3u3vHywW8+l0atpFbdPa/FTb5qnu2Wz2xBNPxK6rqqpuGlHZ2toiR7tndo+PjyeT6eXLl4MPo2L04osvvvwKjMfj4+Ojvb0zy+WSiFKKRTEqyzLGLqY4KafeR0TY3d2p66ZrW3PRtEVrp8tAnLZtX3755R/+8IeA+OBDb/vFX/rltq2/8fWHH//e9+q6rqrgRZSbrmtM2zh4X5ZVFv31vmkb4MSsqWlSilevXntt+8ptt93mnOlsB1KljTtT+hQG+yLIbsUUo9JayIbMjx0AADbUyyGE4NSqCrI0xCA5QAUVs1x0aquSoRdbsZtqaN2qZt93u2VFjBMI6NB7Z6vYQBgTlxLVNopAlMKLKkBS77KOHKI3XBkACLwjzJ0gAbI2C0PfuOlpzUA2LQm4LkYy1AsAIIAITrMsZs4QAND09RTAFDIlSf+85XdgK1oyn0OSyEbFBBvw78nHRsWxznrWBwYwwMubCch67fZV0+Z/WezoP9b+tfpls7Ozkaq8Dukvx4t8SBncPnEYwwbSh1TaKH/6GgrA5tQst7EnLYtJKcUUU0qqQkR57hyp8H48Ho1HVVUU41FZFgXmwZZ897Rtu1otjQ4nSRA0OBIRS19ZJKJtLYGoGo0KUa3rtms7U8+k4BaL5d7e9MEHHyzLkLi7sb//1I+evPee+3725z64NdtqmtXfffVvXnz++TvvvFO2tq9eufzaa6+lpIRutrV1cHRIBEURrl29NhqP6rre2dmxpvVqtVosFsvF0nypAaBt2xhTUVWz2cwM4a5dv3727NnYxSRclEVKyTsPqsvlEgCYK08eJ7i7u3Pl6mVEjDFdvny5KIq2bdq2vnTptTNnzjjviGi5XDAnh65RLUK47957iOiJJ5547bVLPnirsyzKhMJb630+n//5n//5l7e+9Pa3v/2n3/+Bn/7AB77yla/84AffPzqem9GtcZhFuG3rruuiYN0mVWjbFsg5R2VZiXJd188999z58+cG3SarF6Cvfbi3WxIRFTXnEyRSgKxeTiSiKjwMUm9wr/JuRkSUyW9o2i4ASIAMiqo++BQhMqsY1W+9AHJ7SY0xT0hIqohgVtgqbGxBy1MIKYlVMcgds8qo8A6RQBQYSESBEdVl3V7DDW0sGQE0S1kaQb/XezuJUWo/i5Szkj4zQUAWG2sCU+cUUSSyYISAApq1rKwSUlBEyUvPvBEdWMX0uhnKsCA385HNVw51jR2Q9o/Nt9r821PPm17OkIVCPwZ6KkKpqoriBqnpZPmW0xnNMJUOBzw84KS66HDkG19KxK5PP81kUYY5mfCATV0gABEVwY+KYjyZVEVRBFPPN8BeTVaybdvF4rht254wAoDKnJhFtBeXERTWGDn724KmFE2laVW3R4fHb3jDG9///p999dVXn3zyBy+/8tJbH3zrxz/xsb0zZ1XgySef+PKX/3p3e+vtP/HQSy+98tqrl44OjwioLH0IxY0bNxLL7pntul69+S1v3traKsqSEJ988kkbNTALJJtv6i0Zw9F8YVPUN/b3p9PpfD53zoWimM/nxkvmxFcuXzFvSXU6n89jirfeequhOYeH+4eHhyq8d/aMcz6mLmBAxKapVUVS3sCvXr06Hk8eeOCBn3zHT37zkW/uHxxMJlNr+ly9eg0RvPeOaDKq6rr++7//+2888s23vPWt73nvT73vA+///mOPfe9b366bWhXKssydGOG6Tm1k5wpyTgBVNHHS7GOZbtzY396aokpAJOeUNuBFAETrXjMRSexU1BGpoqkL98OE+Z4ZSjwAVBEiIHJoczKUKSTMTOiIkK1g0GwXPezfuIEBExFrypgtoQeUlNA5UnAOAUlEhc1Lk1hYxGwWJImAMmjQYIReAQUhQlFwiiAoYiWYqJIx1LMUyXp62fAQspFqq3nWiHAuwQANQyAc9mICyg4qeZIGicC+LxjXH1jY+vSyju3kSQV7TXIw71wLtb3W5GZYWS9gFOiluAwuzR2kvHPgybCFoIRo82bOObI+i1We/XVUVaAed85/ZZePNiOL9jmIAhCoDV7mdC+jYYlPRZMcU8isTnIfYXiN7Wq2p4moJJaUlCUxsoJlhgDiiYoyFKUflaEIGAoqgnfkkFARmJOKtG23XC27tlWTrndOWE0WVQUASUCQUAFZOidF7KSpxXnkJHW9AsALFy5+9CMfPzycf+ZPPnt0cHDbbbd84mMfv3Dh4jhMb1y+/pd/+ZfH88Nf/KVf3N3Z+U//+S/mx8dFWY5mY1g1b3nrW27c2F+ujs9u750/f37nzO7d99x99dq169evv/TCi5w60mLnzDbA9nK5NHpa0zRFUToXpuNRTCnGVjiNy3Hb1SBSudI537YdM3dtN92akfcEsFosptV4cXzYtauqLA/3r0+nEwJdLBfHx4utrZn3vmmb1bIOvnDOMSgRjMsytrHr4sNfe/jirbd84IMfbLv2qaeeWswXF85f3N3dffHFl+pV6xw6LyWRJ5c4Pv3E919+9tk77rj9J9/5nrc/+I5vf+dbP3j8CWbw3qc2psRE3oWQYhdCoaAimlJyRJKEQNtlvSI3KsuEgirqxPfCt5KvuiJSYmbwSVJkZgVyntBBnmwktYimTJQRCgKHNq2m1thQVJtRRESIzIKgBMKKSA5R1G48AJtptgRcxBF5RwhKqmTLGSVvqKhqNoqkoklSi73sOSdJjIklCjVJpwFZsAwuazY4UhWnqCiOnKiyAFk48A5AIEURJXCa/XshOGURZRRQFgR0rMqIAkCqpGzdJXJACKavPwQMBFBm0lzhWUfd4jVZqmZg9r/4Z59Ca+adeORot1m59AAO9dRYZ5xX7x2RN1DPui5WDQ3L23Z1hQxzqCpzXOerG1w+JOP/WFqrp7CSIZHp39yqJJt700zbzLnaOiUZPkVOtuqH54d8R0SFxQhsddPM62a1aro2xS4hYfC+rIoi+KJwBi6UPhiJlgBVuGlqs6nd/GoqkBKnmBSURbRXFHboy7IcjarRuHIOvXc2ab27e+all1558skfjqvpQ2996zve+ROIwixf+/uHv/2db+/tnfndf/K7zz///Bf/6ot2PmazqSref//93vvHH//+9evXP/KRjzz40EPL1eq7j333+ReePz46Vpa777xrZ2vryo3rzHx0fOSdzxO0qvnAVHd2duaLReJkxibM4p3vum6xXCJAURagEIpiOhrXiyVSNmZZrRaqWpalgh7P5wAwGo2s+GrbtizLcjJKsQOWSTWu61oBDg4PWfXd737n+9733q/9/dd/8IMfvO1tbwuh/PrXv3758mtb25XV9l3XcUyOPDlXVOO77rrvPe95d9e23/rWo9evXxeRw4ODZZuoKGPX9U5M/ayznX9AQBxX1ah0VeGDI2cUOVBm6VKKMaaUYuKk2JqMqMGZgkOjoN8o1cYsVLUgrBDL0ggMHLxDIeccqABBTBIZEkvbcWfJK7kkoiKIQOQMilEV541OJgQaHKGq92QebJqRIHBE5gjlfNGxJLuHFAi1LPyoCONAlcOqcAVpSVoSOGBPGBw7R6RICN56bKqgApwSM6CpQGAXI4tGhVWHSZTFJYEoygYbKYAIITrSQOgQHRp59cTAxNB3I3Iiw/DTesF6Sxp6FkA/UgDrs7yZzpwqRvptgTaftpg2rN6NuLBxyQZ0ZmP+4OTztDEYNFSKAD1Hziosq25zgiOQBysAh8mGIaMRyXKlJ0JAj/zZD9a6HkBfUGOqZ6GAELx33nvng3fkfLa4JQRMiZtmmWLsj20jkOX6Wy1FG0D9ogjek/euKqszezvb29vXr19fLJbHx/NXX3nttltvffDBh950/xt8oCeffOKrX/27l19+5T3vec8nP/mrf/KZP3ns8cfOnj27vb3dNM1isXr/+99/8eLFr3zlb0IIn/zkJ9///vc//PDDzz///I+feQaJRtVoNp2e2d394ZNP1m2TUiLnFCAxz2ZbLgQE9ERd1yloOaoWN26EEEIo5vMb3HWI2NZ1YsY5mP/RtCrJ4Wq1mkwmMbbT6fTKlSvBB0EZT8ar5bLtWlWdzaZEuFgsru9fn81mqNC13Ww6Q4S9vTOHR0ff/va3X3vttQ9+4IO33HLLV77ylQceePAf/+N//PkvfO6ppx632I0AIZQpJWUWjpcuvfz5z1178MGHfuVXfvXZZ5/75jcfWSwazw2LFEUBvc+sbYQpJSUk55h5vlqKlkSK6FWJvAMFIQBERRAAVhFGG8iUvpyX3g5FVZ1zgOvZN7vwouCdU1E0O0LRni+Bor1PM9p/2tUftlJL+wk0EYKNJ4Alv5YkOKfryQb1+QdWYSJH6EQ0pa7rojJzcin4jnkUiL2yUw8SAAXUAxKAUQudocmAiARkopymxukAWKIAoBkgZrNrKxYIjTRMPRaVk4+eTYOQ6w9bpEgAkDXec58cQAF8rikxj8n3hEkLt7q5+E+tHzjR+IH1igWFDQneITZhj5+pau/dtwZ38gnoe+d9LMyDXTaI3geKdX2bw+YQuQARMac2mewyrHa1OVFraQ0xcYjHzCZiov0Ppq4IhGQiIsF7I0d4dMEZUxRFRFiapkkpYj8neWIP7Id6hxamqfyPq9F4PNre3tnZ2UHSF154oSiK3d3dl156aTKdfvjDH7p44cLlS5f+83/+z88882Mi/PSnf/PNb37zH/zB/33/4GA6nRG5GNPh4eE73vGOu++++4//+I9V4d3vfvf73/+Br/7t3/3gB483Xbtarbqu25rNuuC/8fWvHx8ehuAd0c6ZM4dHR4KgIqPppCxL74vcGF6t5vO59346m3Vt2yznKuqck5QcUdfydDI5ONgn9G3bhhBS6sqynG3NVs3SB+9DcN4hYhfba9frsix3z+zet3f/d7/73e3Z1mq5SomLIgDobDpm1eVy+Ud/9Ecf+tCHf//3f/8zn/nsU0899du/9Vtf+OLOl7/8Fe9d8AEAijKYsQw5coSPf/97ly5dfve7fuof/aP/+ktf+tJ3Hn9cJOlGm1KtOZgnDxXJKXPilNgGQZC8ExUUJEBUBmHj5VvyC3alBK1JZxfOzOfMK936U+i9grDYzgbOOU5qw97MCkDM0ZrMKSWTMhs4gbZ9OnKGhjgEk3ej3O9hIlJrJXhvhnWgFsIE+2a3rdCU3XYwCipAZO6cFg4KIFEKABZlBMCh6VoCKWmGIhBUWJK1Xh2REqSkFkGTMCgoOdPFEgCXufAqIs6A6r7qwWGA2/BvhARikra2FPzmeticftaTDrBDHBkErnQj9VDVAYcZfh5+a0nsIDEBAOZpaWlI7tBnJTpDykzOR4YWNSKYGdiQVamqc37ISDYpLRaaBETVhjokcU9+6Qu0gZ01fK91OpMF+hQRvDPoB6j3ZfIhmGOkqkriJBJjtDEf7Kt9RMzZ0MYzRISYp7fLsqxGxXgyQtLXLr16fDSfTCZnLpx9/PHv3X33Pf/oN36NiP76r/7q61972Nxg/+k//T1V+YM/+IMbN25MptOyLBHp2rXrH//oR9720EP/4T/8h6P9w3vvvfdjH/7ot7717ccfe+zs2d3Do6OmXt13//3nz5178bnnHWFVFqaldny4710oxyMBTW0XnAPngqd6tWxXKxBerRrm6Ajrui7LwvlCVIxJbHe3cwSgXdcQ0f7BjclkYilkUzeIKIlVNcXY1g3H9Ib77//YRz/23e88dsvF255//tm2pZTa2Wwy3dpNiW+77bZ/9+/+3ZUrV3/913/9G9945JFHHv3FT/zybLb9F3/xF47EEalKVVWqGhwCCBFevnzpjz/zx+9+z/t+5gMf2Dl39hvf/IaJYNn9ZnQYI5Zqfxvb1SeiUBRgM0WggOhC8Kpsszw9Z0olIjrEYUc0PAFiYudsCtN8XQAFgiNVTUmMUiIKLIpI6JwlCKroXN7Lh/uXCFlS4ZCIgJNziGDaMUaxUUdk0jaEAESsoiKkmpgFNUNARIQUWZYdJwEWLpxqFRJIBGWQ0pNDcKSiGBwSqENCly3AgQRM3ErF5H4BgACTYbkWEESR0JFNg2bbpbxEKS98yzotTxcwyxRw6HJXBRVMqRgGBm0GVq2jfEIq/FQBYrnMUG7ARo6DG9MGJ3Z1REI00k7/PALIkChp1peyCLlu/tkrTR711HsiyBDs+riKm5+Ye0Upi1QPB090orDUNforucAh8oTiHKgKq+W5bvhWIqKaWDgl7Qcoh+7+EMKYeRiE8d6Tzz0pe01d11evXT08OKzK8YULF55++ukPfOBnP/rRjzz+/ce+/OUvX758KcZue3v7v//v/4cXXnj+s5/9E+fcbDbd2t5pY1zMl7/7O7/3pje+4f/xr/5wPl8g4sc//olnnnn28ccfr6rqp97zU3/8J3+8PZv97Ac++KMf/Sh2XSAnoQBgABIA710VvCiIaCDXrGq70JK4cD44v1ot9/b2ePcMmECBaAiF3SqhCKDgfe7v7t/YN3HPrutEeCCw2bRkXa8efeTRn/nAB/b2zt5+x50sfPnKqzGmq1cvn7twK5Hb3z/44Ac/+Fd/9ddXrlz7+Mc/9tJLLz3yyKNvftNb2o+2X/ziF3xZGgAYPBGCSoptnQSWq+XnPv+XTz71g5/9+V/4yPZHHn300Zdffrmua1W16kmYkUxaSZxzIIkAy7IsQlAAVWESTEyEytz15QwhJk7W7lVh3RBsE2GjsQCiioqi2Uuj95rrkFwoAWLbtaxk3V8gRCTniCW5XhNagZwzxRb1RUBVBHUIqOocAfaVAYB14glJVEUFySXAxP2QmIAZQrZJRYQ9AHLhMAVCAmV1AJ5AnRqU4wlZxXa87ArmPIsYPUbNNpsQYq8ibgVP3rutlrQlJjlW5LKpX3B5TCr/H4GKiiqYHnqWGseseJMrsEFgDXtq72aUEZUhRBisY7edaP55I0YA5qxqnYv0UcwNtZjlLHmyMY90WOQ60TvHTBJSVVMqhwE+tlfIyQf3gcZUV4eINoSD4U+gH2UC8xxG8g5AmRX7oaUMVwkbhs2QLwxlfsAmDGTBq9eRcM5lRxtEVW2a+ujoyFrFk8nk2rVrH/3ox970pjf963/9r1986YXJZCSc7rjz9n/ye//07//+69/4xsPjyXg8GnvvF6vVxYu3fOqTn9rZ2fmf//X/3HXdjRvXP/nJT6XEV65c+f73n/jv/tt//v3vP3F4cPDe972v8P473/526joUrcqqS3XTNuPxuAiFQyLQKKldLKKoD8GH4Ik6kRDC1nS2u7PTdl1RFKownkz6kynL5WpUVarKwqImjtWJWN8QmZONL6tSCNmq8RsPf/097/2ZZ5597h3vfOfnP3cJEQn1u999/GMf/yizXLly9dOf/s0//fO/JPriRz7y4SeeeOLpp3983733/+Zvbn/x818QjaOqUk1W/ouqKpNXx/riy89+5rP7P/dzv/DhD3/4m9/85o9//GMLNKpaFUXXdeg8EaKqQypDGFejIgRmYWFHgkDStYHcqKxAI4vwcJNbc3Fzn0Mw58m80ogAzMA6Y3MEaIaMJCCiXexYKUufIAhLKAKiMrP3zgUCEY8ACo5IhXvur7i8+CiB3U7giJjZpI4BLTyYEAeoTfeqeT9i27GkyEUQyBpJHg2SAVT1aLs6kA0iYQYjKPt8mI2Y84DsTIbKhkAzrD6sQgQUs4Kz/94IMza4nWUIbZUrqij1eYmtDfsXdHN0cCNPOfXY2NdPPwk3P5A2Otw9imakSUBEdGS4B1EWAyEih3iq+YWIvVcSDfUUbh4eABiIm8xGLSXLZbBvkG0e1PAnQzKifQYHvYIEIpDDXpAcVDOOo2JeVCAqp6S2esJFjpdDB8RWXYxxvpgfHx+JcIzpgQce+J3f+Z0bN/b/5b/8l48//jgi1HV93333/t7v/d6f/dmfffMb35xOZ0YnOTw8vOP2O37rv/lvRqPqD//wX125euW111776Ec/9sCDD12/fv2v/uqv3vLmt0yns+899tjW1tbb3/a2z3zmTzzR1nRaFsVkMi7KMKoqAFQQYV4tl13X1fWKkCQxsGjk3a3t3a3t82fPlkVFLnhfTKezre2d7a2dra2d7e2d8XiMiJPJxDlXlOVoNAohzzojog1uAeR568lkggjz4/m3v/2t++6995lnnnvXO9/dtS0Ipth+8QtfeMc73gGg3/zmN//J7/729evX//pLf/3mN7/5lZdfefHFF99w/xt/53d+ZzbbquuVw6z4A2AOKIIEzuGqXn7pS196/PHHH3jggbe//e1nzpwx6SxO7H0AZhRF1bII08lkMhqXoTBwhpAIMThvtDFbwJkj0xviMLOo5gbpMN+rijbaYxJC3pHz3pD83HN0PgQkh4SQEQMl51TVOWfDn5jHopGIpG9oQT8Nbnu2p3yPq7CFP7R1zzl9B9V+EWG/GbvE0EZuGq7bWHepidwmjiwdS2RJIpElJmZRBMdsaLUtMfKmYNHLEvRrtV8g/eIQFVRCcDbLpQIqKALCWazArA40Tx4g4uDdLfl/qmiDgsM+3yOnSZUB8s95r4Z1p2YNbWy0hzfXMAIhGGzkCP3wP1By5BGMPVA6KogKzPElh6GTIWZ4sm8TqNoUWbKjTMwp2f9SSsoCJjQIecR2wGhg2A0QDR9CAso5ByjlyXYkAUgEauqsoCKS8tYDzJoUZLggw7+I6JzzwQEpQ2JkRWHkCLxoFvPVcZfas2fP/d7v/bNf/uVf/cIXvvif//Iv6maOrlsuj2bTya/+8if/zf/z337vsSdAYDFfeVe++url++67/xd+/udfeenFP/+zz1659MqN61ff/va3/ezP/uzDD3/t0qXXDg+OPvWpX3v44YevXb/+iU984guf/1yzWIyrklOHyICsUVAQkqJSSqmpu7aJRD62DYGo8HhUFsFTvi2kqipmJkLhpMLBkyMtq6JLkVWKskyJy2rkfIlkbm1g/R1ELIqibVtE8B6Dhxef/dHBtUtOuSpGt9xyj0BZOuCu/o+f/cwv/9Inmqb+whc+/4u/9PGyKv/ub//mvT/13h/+4MePfOO7Fy/c9pu/8ZsXL56N0gE6pCBKkdG7UoU4AgKKpkce+eY3v/nN22679cEHH5rNtkajcRhV6LzzhUcpfdyeud3tUel9r40AIoKOnA/oPYUgVrqTZ0EAj+AcOUJyLqBzApCSiAgqA3eOxAesxiNXlOAKIA8ugPPejZwfmb6xL0hVnCMi8oGsaTZsYSpE6D0V3hUOfY9iJFRxhB4diBKCI1Fg26hUETE4dJ7Qo+YZIQQa8msVAVSiukt14rrTNlEr1CSqEy4jNOpqoRagA+wUOwFFJ+oFAlBBDskhEit0ROxJCcAhKrNyQlBASgpJKSoxIqNyHtQc9JUhT1RlpXIAZEBRENosLjYTk41nTmUw6yAy7P4nUpabOjgnfvs6iQkN//4XfjX8+ak31B4hSilJSpJS4pTMJc+ovNZsdKRqu8LJzKv/LD+EM0uQFPKw2saj/8QM625Gvc3UbINSNCRr6+iWUkSiMzt7P/VT7/vv/vk/P3tu71/9qz988cXnb7/91vvvv29rtvPGN775t377t//Nv/k3ly69dsedt5PHxN3Vq9fe9a53vfe9733mmWd+/OMfP/rII8fHRw8++OCnP/3pP/3TP7144cI3v/nI+9//M8vl8tvf/tYv/MLPxxifffa50WhkCUtRFJo9onJsRcRQuOCdCjNHFQYQTjE2dUpd3axi7GazCSHMj4/aumnapq5XIQRO7Mk1dVMWJSikmKqyFJaqLJ0zoxgY2AA3buyHEERkNBp961uPntnd/fGPn/7ABz8YQjGejsuyuLF//T/9p7/8rd/6revXr/3Zn/7pPXffffvttz3++OMf+vCHH/vuY3/1V1/a3t791Kd+464772vqVK9i26R61a7qxhjZKaWmaVXhueeee+SRRyeTyVve8pa9vb3JZDKZTEJwofDb27Odna2yLO0KrDXrxOBME5e0vMA5cpuX29YBGrKC6Mh5hz74UVWZg3gIoTCDKO/IO5vYNHUhItLeqKDnbwmAgalk1Vavf4DGss3MfUK1lqhCD0KL3VGYZ5jzjacbBQciAqgZfscY2xjrpqub2LHUkbsoTcdN5JgksibLBgAzvoKESM77DYYGmYp4zs0tpqHl6crCKSURkyFjVTOrBAHhISURYVVWSXIyymyGmyHWDGHldLCRoVm8+eLXL6M2I87/okBz6jVDfnT6gIcQyZyYI3NiTsZC75MxeyROspFtYe72ZcSeeja4JXio5kisffMrN+nxpjl16Dvx9shKwOvYhFZEBB92dnfuveeen3rP+37yHe96+eVX//RP//S555+pm1VdL5966qnZbOcTn/il/+l/+sPL167detutbVtvbU9F+Od+7ufe9ra3Pf7497e2tr7+9a+HEB544IHf+I3f+Ju/+duyLF9++eWjo8MP/uwHPv+Fz02m4wcefPDLX/6ymS5ZFDb9asDsCWVINiESqf3sHXHsYtfGrgVOwBzbBpk5danr6tWSUxSWelmPq2o8GTvC1XJxdu+MdzYXIzHG8Wg0qqrggyRu6sY7R4jzo4U5VTVN/dSPnrrrrrteeuGln/u5n1+tmslk4oP/wZPff/x7j//u7/7uwf7RX/z5f1TQu+++69KlV3/lV371se9+78tf/mrq4Bd+7mMXzt9+cHDcdslAsxRTG2OMqV41FsdfeeXVRx99tCjKu+66ezabiiRVKatiNK6KIqhKSp0Bav19CDCIWBoqI6K9Y4kly7nxZNraVsk75xB9lvggT86udQ5PhN77sjT7P5KN9ojr1+1wV2CWwAJb7ZD9Buymy/OckIEPRCQjE+b4Aiob4PTmyjL7DVbsWJou1W3sokSFVeS646ZLbeLIkAQ7FgFUJAHM6pzOO++NW2PLhGg9Sm1AinXJVAGUAKgvfVQURMhIZqrEAgYqqCJthgMYmNcbz5z64XUhlxPL/vUiy7B/biYFp4LOJlh96oE9bedElOkbkMyD02kfXJiTsG1bosoqLKxW1vbHtwZSrIKU7G8+SA/2ajSK/XC8og5I0HAw0Feum4ES+t7c8FnOuZ2dnYsXL168cPGWW249d/7i0dHx3/7t37788kuHRwdt277w/PPj8egf/cZv/MH/+D9euXL1/IXzhtSKyHvf+96HHnro7/7u7970pjd+6UtfQsS3vOUt73rXuw4PDx955JE77rjjq1/96sc//rHr1689+eT377vv7pdfevHll19eLhfak0fsh1AUo8k4FJ5TSqmbjMvpeBQIpqNyXBUqCUFEogqHQG2zXC2OHDBoUomWNqtyXa8IYDSqOKXFYj6bTquiGI8qQmqbVlhGVVVVVVkU5vDedZF6bfNnn32GOR0dH58/f+HOu+4+ni9CEabT0d/8zZdXi+Uv/9Ivpch/+7dfefa5Zy5evLBazT/xi5/4xtcfefrp54nKj3/iV+666/4b+/PlqlHFUI280SS9V1XnPBHt7+8/9tj3APDuu+++ePHizs6Oc9m+RjJPSoah5I3ktG+J9nomtnGBGbw455CEhZkR1JuFjnPkyOe6HVABFRw573Ke4pyjjS6tHepwrxMRmJK5QaUA5BwSMQDbZokASNpz3BVJ+7lwABBhUPUbolz2Lcg5R87yNUQH6Fig6XjVxlXLbdSOMQEloY6lSdyxJEBGiKqskASAyPsCncsDRxu7vOoabxXVZJNKG2CLKXaxQGI1Fo8CZbeFm8ulm2LFCdjlpqwnY9FDkJL1uVi/z3A5h/N+KuJQlpbfiPQbwejUwRjEaJ2jFJNkqaicloKwSjKLT1BGEFQRTsCc+36iNqNvkA1kVIdBWIWVEwiDsoUUPNlrGMLKZkCx9HLze1H/nyLinBuNR3t7e2d2d6ez6e7u7s7uznK5+vKXv/Laa68cHx+lGI+OjqazrX/xv/7f/Nv/1799/vnnffCvvvLqtevXn3vxhdtvv/2tb33r5z//+Y997GNf+9rXVqvVm970posXL+7t7X3mM59585vf9Pzzz49Gow9+8INf/OIX67p++9vf9u1vf3s8HseYlstljBEAuq7ruo6ITGcLUEJw0/GoCAQgwTuyNioAqSJk2lVslpoiCcemjl3DsUuxE04ptsHRztZUOcW2Ljx5wqosENGwbQCwjjIRIVLTtEUZJtPKOXzsscceeuhtjz76nV/40McQvYiWZVlW4T/+xZ/deedtH/jA+5n5W9965LHHvrO1Pa2q6kMf+tCjj37rypWr169f/+Sv/drdd99zPG9WdZMiE3kD5pJIEk7MgO7w6OiHT/+IWXZ3d3d2dibjiXN+uBGtt4C566LWSBWWAfgnMkS2z1hFmJNwsmka5xz1nsLelLa1d2PuI5f1XLz3pk0vIixim18SNhTDti9WSaKAZIA292sjMQ8blhFwRMHo42YIQWR8iPUyod7Ryb4jrGUPSBVT0sWqjUm7qHUjdcdJKQEyUhRNAgwg5MA5ARQEGlov6/sZDQCws8QsqsD9seWDFEOvNhFeSEkSA+nJx+ut6hO/vTn69FUVDHFOX69iGpalnsxxNtfwzSFmM/YNPek+b+l/GH5OzDEpM7AAy/ADsNCmKvrJr6DG20sszCBDqBLhxDHlmRbT8+nJ1KfyrFOPzd9WVbW7u7u3d2Y6nY7G49l0Nh6P67p+8skf/OhHTyEioKaUFOB/+Be//9nP/vmTP/zB3tkzTVsfHR8dHBw++NBDP/HOn/w//1//b+985zu/+MUvvvDCi+fPnw8h7OzsPP7449eu3bj//jf83d/93S/90i9/73vfe+KJ7z/44FuP50cvvfTimpp8UjwpxsjCRVGMysI59A5LT4QqHINH72BUFeOyCI48Qmrr1eJYUucdKnNKHQIYlBO7FhHGo0qVY+wAhHp6tKQUuy51nTDbVGHTtovFXAG891euXHnxxRdns61XXr78/g/8XEpSlsVoVCDwH//xv3/Pe9555513EuH3n/jej370VFG6e++98z3v/skrVy51qX3l1Zf/60//5h133Lqq27aLXZdMjKm/N0REiOjK5avPPvscCyB6q3X6nsb6DrfLxJxiTDGti2jrGYAqgKmpZ202NBH/DLSa+3ZeyesdSPIyQELO3oyEiN45kX7UBAAAUkqYVXNt+hBEzSPSVOgwJY4s9vUA0dxQh/qoX0c9naK/64TZyPsGCQ32bCIqDF3kLsaOpUsSBTqGpJBUo2qyHgdS1oZw2cJQdM2kHfIDO3+qYMThfnM3IAa6mMzHMiaONnUFeDrKDKf79Qqg07FDBrRD8oUe/vL113Mfqm5epZvJgvYDlhsxJD/yeFuMMUZOSWLKcSfxUHJLHzXUzoGFWTnxuTenZptVX0ZxmEHFRDqs6WRpz+b5Gb7dqbhpq3o8Hu/u7IzHYwMmrOl7PJ9fuXz5yR884b1r2hVzTCn9b3//97/ypb/5xsPfnG6NY2qNOH7//W/40M9/5H//v/s//PT7fvqF55//8dNP33LLxTNnziwWi4sXL37961//mZ/56e997/tnz569447bv/rVvxVJ/9U7fuIb3/x613VHx8cAYI6XZVEaVMQqq3rVNg2n1DZ129QoUgSHKprSqCjKohhVZRE8gjqCwjtPqMo2PECIBqA7wuA9AhCacz04zCsgx2HVaF6QXcdJOPFyuaxXS5HovHv88ccvXrjl6R+/8KY3PnDrbbfX9cqg0uPjgz//889+6lOfnE4nIbhvf/fRF154hiXe/4Z7m1g33erVV1+az49+67c+PZ3OUuLEbPeDsR+JvIi0bauKV69c379+SOQRHbMKm6MBbd5gFphUJeMvvfSEkZs0e58qIoTgzQZHmG3HkWzRocMI31pIrW83GtKjqok5S7tuGJCJrR4FFk3MFoOMNopAiYdGBeQ6Pgu8msgrG3XI1o53eWjZe28z38zsCUHY4EVHQASJU9fFLikDtl1k0S5Zb5tFIKd0gDmH6TsYiCTW8QaAfjYrp21Ijpya15AtCoUkEJMJk5IosiLLRi4zfKeb/s28G70pHRArc1/vsfmyISXZeH4dZE6EnJ6oYy1x7aNXFsK33hHzOv70oSilGGOXUjQFBjs0tQpIGETI+NL94dpr8mcNXw8Gx+z8WUQ9ky4TGvrBb5Ee9lmfir6XByxSlOVsazaZTFwI5JzzrqxKIjo+ni/m8x8+9cO2WRl38WD/8Dd/8zeff+7Fv/7rv65GoxijIXxnz57/tV/79f/j/+n/8sY3vfWWW277q7/+0tnz57e3d7/73cc+/OGPfO5zn7Mx7sce++6v/MqvPPzwwwcHB7fdfvtkMnnppZdGo1HwDhFDEUIIzm5DM41m6WLXtm3TxbbtWAQIFURBQ+GL4BBBhDlFTtE7N5tORmVVFsE75w38AEG19Sps234mbjib+lfzsFEgJACwYQUyUShA59xyuXj2uWcuXLjwwx/96Kff934VSpF9KBzSMz96+oknnvq1X/v1lJKKfP3rDx8dHSZJ99x715Url86d3/vSV/7aF/7Xfv1Tzjkin4c3kJzzmI2DAVG7GC9fuVLXDQvEpJyJrhl82ch98gam/S+sm2PIsMGrOUcyrTxHkLN1sTsC+qm/QZLefmn3kd2fMUZAs0whAzIQiROnlAz9ISLNRBxk1aQMiN4H50IPDFtGk5nutibziBxivht7XomxXhAgpWR9U1V0hB4JAOqmW65aFozJMhFkIyBZuqeaOA8DuN4rtc/m0OKv9dOwb5xBTxDJkYIoZQBJRYWFE6d1k/Xmzbn/FwDQqHoiKgLMmiFFAVmv3AyU3Bxu4KaH4a35tLIO/1sXL4k5RkksMUlMHFP/ZJKUOHYcm5hiZI4pxtgyJ+EudnXs6i41HXf2v8gxcmRlw6kM0HWW/QIYImP8IUDzgRBNrcRWugYlErDtZghIikHIyUmJLM3YsJ0uG8gsynI0GRdVhd6hJyGg4BVgPp93bXvplVfnh0dFURDiwY2DX/rFXz5z5vwf/dG/m0xGiOi0AHGc4L/9Z/+rf//v/6Rt40c/+rE/+g//73MXLzhfPPyNR97+X73zmWee++EPf3T//fe/9NKLb3rTG9q2ee65Z4+Pj9/2toeee+45BDRbBY9QlIVzqMLkCBEMwEIgUY2iLWsnyOrVka+KhDY2mL8SIPmiKsrReDwuQihDKBwG0kDgCQgEhA3Agp7bTUhmMECI3rkihCIEK8QKH0IYlb7yzjmvL7709Gjkrt+4Whajhx54R9cASKiKSQjjv/nbhxGrD//8J1B84arvfOexEIq9vb2Lt93CytWo+sxnP3Pvvfd8+MMf7trkXVAB24o1D46oEUvnq8XB/FAIgQJgYBGWLnGS1BdXnEwmT0RAZRgbNugPTaXBBSRKHPvNRyIAKxteAyYq4xCceQYygKpojKlrkw27E6j3RW8WQAoEipxEwabkDJY2S0FC8EhBvaOiYHQJHVJAcpJBHOEh+UdEG0PPCzhn7ZaEOOOwOHLOac68ssqBKqQkTR3bVlLEmDAxWgHFSgJO0GX3WXLogmnf5VxLJaWEqgiSG695xBO4B01yTqtDnQVrOOdURvO6Tw6/2qiQksWWfNmGB69DzD/0nifeqn8MmIu9/WZ9tPHoUkoxphQTx5ZjZzQZYZbE3MXUpdTF1MUU+/ElG5dU1T7JHLqVWRQnS3ZJil3XdSklGDqOuZl4MkZuFHebQRkRq6oaj0dlWVqDUwEMAjw6PGrb9vDw8NJrr3nvVZGTPPjg237yJ3/yD//wf9ramo4n4+CJBebz1W//9u88+uij333su7/9jz/9F3/xZ3t7O9s7s+9851tFUfzET/zEZ//0zxDdm9705scf//773ve+b33rW8w8nU7vuuvup59+ejweZwiJyJiaItJ1McbEKfdljWKkoKwCoFZP6cb1AgBy5L03MT2r+Ib2/Knv3v8JmgVVVZn9UVmWZVVW49G4qqpgpFsi56goypT4pZdecs4988yP3/imN21tba1WNQOEomia+otf+PyDDz34pje+sSjKruu+9egjdVOf2zs7m23dd8+9L7/08n/8j3/+3vf+1Ht+6p0xttCf4ZOXA0F1fnyUutbn/VxijDG2prJqN1mKSUQsvGTUQzXGpIah5gl+9M5jJrcQIUF/VjVTkHKLyo6AmWNK0hu8AZFzjlMEm8/mZLq81sXxhGh4CvRZGeFwnoPz5Cj44MmpKtHaoNIw7Jxq2RwyQPDBEGsraSjL90HwmTeMaEkNtm3XtW0yRWsR2RD0A8jqXEYgcy7r9g/3+bAMhuJpWCzY6+FaCLAGHwD4zb/sX7GeYIS+Qbv5Aswa2mBjJUToHPbaNIpAA1dR1irNp9bp5pRTf6wAwNKT7DJmaTeEgqpoSokl9XAQD5sSs4jEHr+JIsKJJSXpm292wdF7Gw8AAEQ3fDCqWnqXUkyp47TeMPrDhWwsYz3Rnti2GWtA1Yati6LIqoYZ8CYRWRzPQdU5f+nV1zLyD3T+4q2f/vRv/eG/+sOyKquqSimy8sHB/FOf+pT34S/+4s8/8pGff/755xTTbGv81A+fjBw/9OEP/e1X/26xXH7kQx969dUrDzzwwOXLV2Lko6PjN7/5zdeuXj88PArBl0XJbI0ztdlbK22MmpgBSqLCByJC753DIbvUfuYW13LssHEu+ms2dIIJSa2s0H6pkOkKCxslkjAh57w/Vwcp8f7+9Zi6drW65eLFBx966Gt///dd25H3ZQivvPLyN7/x8E+9593/n899jv+/nP3fs23bcR6Gfd095tr7nPsbvy5AAhRBgiRAgZSUlExKJcViXJHjUulR5ejR5Zf8Q3GV82TFVXHFiv0kqVSiokSWlSoxoij+MCmSgAiCBAjci8v785y915qju/Pw9RhzrHUOJCVL0OU+a68915xjdPfo/rr7677/xm/+hm3bV3/262+9/uZmpx/7sR/71V/99c9/4Qv/yX/y137w7rvf/OYfkPiGN0Zh65FmGvvl8vD81dNrmwoqqc+0PjiaQlDjAqfk18Tb458igEcYUppWeyBJOAtvCFYxRER4eviFUFF49/BMNblcHkWEY8IlJbyrqUSqYNu2VGQ4HcDqmRFk5tYaRNzZ6GwWCZG+7+wbHvn44aGoElWgHWqSPGjSe2utjoUIEbAYRiHefd+7KZAiDa1JJNIDSf4WkXQRaa31IDmpE1uISBHOzUWS+ELXBqaoJm0BXcLMvOV2+Hd4HPPnGanOn+l37Pveiyq3WoeOD4/QabhFPv/X+6V3ZlrP1HMiLHvB/3vvfb/sl8ul90vf9/2y98t5vzxeLuf9sl/Ol76f9/Plcj7v+9n77pfdL5d+ufhOmMarxMk9kTXgWmrYTbGIRUZV2NDZOarvICPsHIWI86GmC5OZnNl2d3c3HaUyX+HPPvp4v1wAvPv973NwdWZm6v/hP//bf/8f/IPvfe97T5++yiPxsu9/9md/7ud/7uf/q//q//Rn/syP/fRP/9S3/vAbp5N++9t/0Fr78k/8+I/86Bd+49d//ctf/vLbP/Ij/+b3fv8/+oVf/J//5392uZxba1/5yle++c1vnra7ZqdtO5lt2+luO5227dTaVpWpW/WF00Ox1maBso/TjPmOggHHb5uZLaXM49TV6gGtT/J8A7OeZqo2Os4KD02iGx4hgsv5/PDs2fOH59/7/vfeeutTP/4TP7EH/YjYmv3mb/7m5XL52Z/9mWfPPgbit37j1//03Xf2y/nNN9/66k//jKr8s3/2P/3gvXd/6X/7S6+99pqPbnuvSbtmnInl3fezSbSaIS+kwkYGTQxr6SCHB8fDwMzce1Kbc/Tjjrr2+Ui5Fn+4R0avxPigtRXJSDD4aCSXFJHc1LZmp81M0JrdnU7NdDM9Nbs7bafWNm6NMKcsBe4a3TKZCRYMxxyRAxIKIWNDpmLYmgjJ5P4Rh1YR93x4OJ/P+0hC94iaiQkgIvdA5G3l/UD516INmezFwsYaFWNvNMD4WVcLcu1zArNC6WXpnuVVHc+r9YnBhplLwmjJE13cd/e998v4DS3LZe8XZvH2/bzv552f3Pe+n9matF8e98t5P+/9sse+R7/0y6Xve98vDJR8v8R+Cd/Du/e9kOB0AQysJQAihKykJGWN7r6jIC4ZiN703RZf77pSkS+GCXMwwLRK7v7w/IGc+M+fPf/ggw8oE/vl/Df/5t/83ve/91u/9b+88spr5/N5v/THx/PWtr/9t//zv/N/+W/c+9/4G3/jt3/nf/ne97773T/5TiIuff+FX/iFf/pP/6fH8+Prb7z+yccff+1rX/3GN7657yGiX/ziF1Xtww8/qrFz1qzZtp1Od/fb3anZ1myjjLbW2t22nTYzy6o7rGORlrWWJ3O1Moy/Vt92lsbTHLOQZKoeh5HQT+KHqw+vAjXabE/vvV8++PD9jz755LNvf/61N94Qs0Sctk2Qv//7v/vlL/+ZL3zhbe/7w+Mn/+Jf/HPv++Pz51/96tc+//bbH3zw/B/98i9v2+kXfuEXqrJ5OKYz14nwTbAJyLHA/JcWXeGRakCFPGy9r+ySqlVoXPmjZJBCEzaPzKkalCGePPNkVS0CUNYrCGAmJiKIZtJMm+lda6fW7k7tdGqc+6aqW2ttVJKbGjsXRLW1zdSwBq1RJ7+J0kQKRjNlRONgWtqITM1ois2qmlBTusfevXt0dvuFz+5EsjfQJR8NmaMxe9ISC8x0JumVnTqM1wWmwsqZFtdTIA51mtZrWO5YyBxUNSQFMVBockqFe6fMzlXQwfk0T36MA2G+GSPaxGLvDlMVeRg5ZwcGa6VipvciuvfO5FN6WToRCYVGSBESJ0Y3PWFCPpD7HmN2hKpkyIxCE1S4dWVG/DUKf06nE1EYPumIc2PcWKhoRn780UeZaaoPz5//hb/wFz79mTf/m7/zd7a7k5ntl3OqPpz3/+N/8V/+v/7pP/nWt/7tf/af/e/ff/+9X/mVf9GaPXl69/DQP/fZtz/z2c/9w3/4/3jzrbe+9rM/+93v/PFf+ku/8A/+3t9/++23L5fLl770pffeey8zB0KBglF0JCZcERnwYUZA9oIlAY3VnopIJlRRkcgI3Zdj7ZgxlNcssBG0UWWG2K7jg1XHY+fXiOJ8uaTg/fc/2E7390+fvP35L/zxH/9R9sdMvzs9+cG777z3g89+7Wd+5v0P/vTjjz/87h9/61t/8I0v/8RXP/eFL/75P/fnvvMn3/vmN//w13/9X//CL/zld95553d+53dmlC0iChOJpnp3ak2AqEooIFRZkcr8NdFF3p14dzVlAY6OEjsVQVW4QUXb6D4qCzWmO2WmZ/oghY1IUYsIqKgJRlt/G7FSU60shBY1b+Nw7MhgfYlKy9y9d8QmAnEhlFE1xVn5LSQSp21jIDOmKiSddPC0kKogjIAikWiqISGqvYeqs/shUpGgArDiJmdDQ/KLJkc63RYUpZ/JYOBcrUexOLnH5Kyrc2CaFa+5EC9pUJRiJOMZpZlpNpPcTQc3Ah3p6sS6Rnbmz+WkDcui1xXDw8oESb893PtOD7XHHrvDUUWVwfPEPZgBiIgUU8Rh7yJu8ZRyOzMzgnmVVE1RJgsiryAx2s5crK2I3N3d3d/fn07b/FxETHyxTGfm4+MjZy3tl8uXv/zlv/JX/+rf+W//29NpExH32E53H733p3/pF/9KdPzyP/qHv/iXfvEzn/303/27/z1jmr775dz/8l/+q7/yK/9y7/sbb7zu3kXzk2cfffzxR6d2euXVV1599fU/+INvUqnB/MBUco7rZKhNFrdyXAb/LCC42vpxukDL9JQrk8vqKScyl5WxBQuUm3WuRpgIFqSy0ozyQEMTmR99/FGPfPL0lVdffe2j955Lk75f3n//T7/97W//1M/81M/8zM/8f37lnwv6b/7mv/7Up95+9Y1Pf/nLX3n11f/34/n5v/7Xv/Hjf+Yn/uJf/Ivf/e53P/jgA57RmRnZNfrTp3dPTlvGjH4yswbqlAgwbK/c4Lh5DjLKHMUgXYcL04y9AtasyTHTdvi2TEbSIIkAISpRhg+n1tRUIK1JU8K31dRiKtTzZgJIpHrWSLkUgbr34JwDZKmyEgpR0YSO/RLAuzfVRscmKmFoqggX0WbYd4ekaVOhkqS77HsXJCvxTKeHl3MgSSWNxtyCYWIoSMyeRIaIHqtBnwZIM2N7AqsD4+Z/LHXr3ZnQGQVQTiUi+/vMAa0/TEoXH9mfvu8Mq3zEV8f/LpcxY22/XGYx12W/nC/n8+V8vlwu+37Zd0ZGl34598uZyMt+edz3c+/nvl/c9+6Xvp/DL4gOCUHqIVJLwt4HNQTx+VHBKTIm6y3H+1KfgCxXprgE7+7uT6c7VQNUzBLZvV/2/Xw+Xy4XLw4w7b1/8uwZK68+9ZlP/af/6V//p//Pf/LJxx/e390pkOEPz5+/9eZbv/RLf+1/+B//x6/+7Ne+8lM/9cv/+B+37dS2O7VTd7z11qd/5PM/+m9++3ef3D393Gc//+6773396z//q7/2ayHy/PL46huvP398eP/DD3ePhFg7qTbRVjN9atihWNO2mTXVprq1tpm2IyCi4EwYgHoilQettORihqSyc6z3kpAqORVTbQOILZd2prnLCvvA+SIFEX7p+8effNz75dIvr7/x+rZt5/1y2c+9X9555/s/+MGfvvnmpz7z2R/pYT/4wfv/9lt/8PHHH37uc5/6ua9/LSMu54df+ZV/cTqdfv7n/1xrG/gQZgo0xWZikpl7xp7hEoHI9ERKRPadVXmAaCTNYMEWRPs9nZlLM9k0TdLqARvRKRtxo5qqKcCiF6k/94FzpBhpHSNNWcGoQKhkLTZdy2SFObmlRSVNWQuhqjQWozPTxgDMkTvtvWe4IDYTpFd1z5B7MBKKriob20ng5U9BvcdEO7LwpcgIMspFrVoee7+WO2cCnNuZqqlaPaVahroKIlv0mAfakZGaJHyo8GEECIUx0YSrqgbdGWSOUcQrCValwY5Dct7cGhktngUiRlBNTK33cN8jpiF0ZqyjZ6FAPaJnIMCO84yCF0zYG5V15taijOhvenBSFgRRVkQT6ggRpjM5TIocNQytxNp2d3d3urtTa6JVkhDI3vtlvxAjoPam5/m8n89nCJ688uQX/9Iv/uAH73zj93/31Lb9/HC5XBL2+PD8b/2tv/Wvfu1Xu+9vvPnWt/7w28+ePTx9+urlchFpn3zy8f/6f/Uf/c5v/dblvJ+2+8985u3vff9PrN194xvfgqCdTnba3nnvvWcPj5mDqn7SKmcKsG1NK0fWEk7fZGKZ82PKxELRqlMAVLW4nVTHTs20Y6LDBSDWQkMSCph5jPSU6jRztQUjgxkQjuzIno+PD5fLo7VNTZ6+/trjew+RHdLO58cPPvjgDfvcj37pJ9/5wUcPH3z4jX/7b3/kS1/8qbe++uf//J/93d/9nY8+/uQPv/2t3//93/vqV7/2/e+/841vfAOQfd+bwASAQzzDUwxQpI7SO3CiHyvGu3sPiYAqTDQSiVCrVsbGgSNwhTWoIuktsXQvyUfd1CMs03vllU1VVCMgZgI30WbNyHAnCbYz04vhtKOaZAQS3TSBZ6SoCSEluMBEVfXSHQIiB01UVAKcJ5maAKJped2SVbLAWhkFJN2aZe8Z3UTE1D0yRVPc3UTVlIM7BIkIR4h45uBzSwih8AYg3Tl40xVi06dDFcI5QT+BiLTIKMEpUPwl8dE0KzLYwvmrgQ5WfR0NiCpERslgxMrmMK+5xkQTmplwfUZm9Pp9gS0xuouJuXhnGd+ozBGkpztnZZT/P6AlFCJoYx67HIzodU9D2VbkYUSZL6zGZu3u7o7Z00KdwIRmnh8fSe6vVaOBcH98fEzkpz/96S//xJfffPOtf/KP//Hlsm+nJ5kw2x7Pl5/7ua9/9nOf/u//7/+3+7u7z33uc//8n//zu7u7y+UiIq21+/snX/vaV/+Hv/t37+7bpz/z5seffPDFL/3or/3rf/XJJ8+2zZ6+/Xbv/cOPPnx4fOTtNmtqCPcMb6aqtm3NRDI9BQnO88bguMjM9H5MHYzxmHPHzSxH/UhF15XaToWJjXE3mVCRSGiaKvtZUXX6hSgzjk6kR1jbssjUcLlcHh8fnzxRVX3y9OndxydkV83L/vjhR+/b3d39/d3bb7/94Ycfvvfee3/wb7/16U9/7o033vzKV37y137t1937b//2b//Yj/3417/+9Xffffejjz5srRkk/KK2AeK9p0aKZRoLP3c6033vnloBToklitxZWUELj0wfsMyEsZbjGEigl1gyTEh38nylkhsKmaMSehLl5pA8CFRsnuVD/jiTjWhB6UbM0nNaAEFkNG2SIpaKRDgdEBWVPmZmmGVEMwoktYYpsOAU60xkl0QaxHQzkYx0KQ8FxROYMeYfItMjCOrxpIaALHHa2vQesAhS271PgcKKROSYwH1wJCRt7gBrCaOyALkPS2EqmZEEZSZd+JoPm1aGxkOGI+PFPJUZHhkZLnNi3Gg8GWalPjbsVOHiIjIqcVgAkqLwcAaHWFDbGU4HoPPxEOFXdMVjpTCFrLVtO93fMlRFZsb5/Hh5PLN2izVXEbHvF/f9zTff/MIXvvDpT33qj/7oj957709feeXV8yUjgjH3X/tr//F/99/9Xz/55KOf//m//L3vfa/3TuwWwEcfffxn/+yf/d73/+S9999RbV/4wme+/853vv5zP/svf/VX7u7vgXzltVefPXv28PDw7PkzE42Iu7s76ZyyKq1pa23bTqpQnCDJc08ka4QyR6MWLutkqCB4IZhycdQ9CZDCgFEinOm42iMPlN9YzmQgYsz5vPQeHsWmkUj3Xn3G2sw88qOPPz6dToC1zV57/dWHj99Hhqh88slHr73xRgKf+cxnvve977/3/vvf/va3v/wTX/nSj//4T//0T//hH/7Rn77//jvvvvt7v/f7P/uzP/uTP/mTv/3bv3U+nyMVAcb0ovRBI5LD13LvnZ0o3kPNIoMV4BTUmOcfy39STPS0mQ1ov7C8aXCQmWD+2nu4dymAhmsRxGAwgA7RKqHgQSjDt2SwNo9AViEfUpiHiaJXkBFmDePIz0ypYZdZIxNMiwt8JF2oGGXtJCNr0K0IwtOVRXwsockB73P626TXBs9UwrJcBmb8pcz0YWLmF7feD5RXRMdhdjwZVnArY/a5Z6Z7VLLNwt0HnU+LqGRHLPblyksac45nbFWtZcOTyYh0x6BBZRFgVkOmo+qyKyWFo+g/aDekGFdztZvTuMyHx7oDmUcr5LJMNMYES1tr23anrekyjZP3v+/nx8cHEWXJjIjw9Nn3y+nu9Nan3rq7v7tcLt/61h9u22ZqzdDRnz3/5K//9f/dt7/9h3/8x99+++3P/MgXPv8P/sE/UtXL5TKM1P71r3/9l3/5H24nM2up+cYbr/3J97/78bNnEHn1tVcTePbw/KOPP354eGjHgFCI4GQnNTvdnU6nEzPNQMxoVciBH9p7R9hg00ld1gSjlHPEy6RC1ihLokRzqv+bvLmBgj4BkDSvykkikaKazLsZUxgurUVqeH/+ySePr7zy5JWnrdn906cPzz7s3tHzk/7hszfffM02s/bpT336vfc/eP+DD9/9wXuf/9Ef/dSnPvPjP/7l5w8PfY9vfvObX/rSl774xS8+e/bxN77xDYW2dg9wDlMMFVYGtrOPEQKKIaDcfk/H4NJPQXgwbYNIaVozopEiMTAFan+KwDvn7GSfvqEQEC3GvJobSRA3yxJlBExzDDebEshE1ZR/r/YiROY8DHKA2ZIAmE5i6S5EOB86PKJpJdTMNJnFFyg0FJFpIolUBQNJq3AAtbuiqBAqPaKZQSGphIPmbdTENOcZRmlRDJSrzZJNQhOrdq0GqaxsRHrMXIMSaTOliYmI1iwM7sEShrbUUVyZt3Bu9TAxMUyM05jQ9hQSEskGDvfOYio2lVSogpo9MDpaWaCLiGQboLar5AhvgKkxuX5AMlzNIG7+DixC41TJESXJSJxFBOFqET2RvYV/hdz3PSJef+P1+/s7VXn27PknH38CiEdCct/Pb771xs/8zE//1//n/9rM/tyf+/P/8ld/9XK53N/fzzX52te+mhkfffSR6ulHv/jF8/nykz/5k7/3jW9GuKre3z85n8/d/fFcOSwejLxHMKQdPQJmJsUWm+5dspG/OUnOxYaEvDpXsgZisJabAjMzMBCRHHD5Eo1mZqoZy+kDmBn9rG7GSIGX74OMuPg5E4A/PHt2d3fXtZna3f3Ty7OPFem9P//kk6dP34C011577e7u/uOPn7/7zjvvfP/du7v7z3/+7Xfefeed7//gww8//O53v/v5z3/+85///PPnz//oD78jjd165dW6J1QG3xmrTEDLaqo9xWA0pDGEgfzyp9NpM7B8UzDCbxVRGKoMl/2lEdh3d/LjDae4733bJCJCWVdSGdgcLCKZGQlkzK7udQvWg9Ddu/cIRicCiLtzkh98EqCnexXIRJIdiZtLLAgqKhp1hgBITnaDQzLCkREqAAeEs+xl3IgUdJoZkSKg0RRIYpDsZKG3ixIJgEai0BtD8OIrmLTjlKhx2otk76FqrU0K0iBtMzUZBICvLx4R0bvImOg4rUxGZGf4nuVazF+t9h0RLkhRm3ey+JZJd4bfI7yH4XTMDcsBBgHQiVWPL5r+wMTDW2u2bUr8zWafNjKz9365XDKD/K+8CT7Vfrk8eXr/6qtP+eHvv/P9fd9P250kmkb3yy/90l/7jd/8jYeHx5/8ya88f/bwne/8ybZttE1mdn9///M///P/6l/9KsTu7+/+zI99+XS3vf7mm9/73p94uJm0rZ0vl3A/Xy493DIv+962rUjSq+S0te1Efv2xYOm+p3vvkthNVeywI3N9GJfOXZs4RC7kSTkKo/kZNYsIiJexH8GUu+9eMXUx+0eo1JxGBQFGfXh4/srlNVPdYE/un/bnz3kQPfvk2etvnNvddv/kyeuvv/7++8/ee+9Pf/CD9956662nT1/57Gc/+/6ffvj4cPmTP/mT119/o7X29tuff/7s2fvvfd9dPHDZU6CRokQyItkeLVVcwjlmCRH34BlROwxAJT16+L2dKBPJv/H04FB6IRNjeITnfrmAdLw1Ii2tNaa1GHFszYxjaM0qYmJRgIjgdh5RuSIFuqd7KJuTwtntCyDdtW2kklMzZLAcWzygEEgzlSB+L+NkZZo9FYSoIzKhaGaZsZ8vaKYKzepi5/0IyqzMd3olxUgtCURqTTeKKTDc9Nb//7IyMViRsirBLGAtWkQ0gxdHh2WEuo+ccCWFCUxO/ozhFpIqrPNoSHiddUOCaVkInKlkjbavOCgPd4RFSQhV5v2dZQU8hApJEZRJzsCgs4hhp8vKcCjemHNiZpwAwZW7NjE7gOqNXHyBy+Wybdtrr77KFkG2Sqpqa1u6X/rj229/9u23P/v3/v7fe+2VV7/w+R/5xje/0WyrhYJk5Je+9KUnT5585zvfMbFXnr5+Oj159dVX/uiP/vjZs2eXy+XJK69HBpxNgLtUhab03kVNTKj2w+cqj4yP1lVC9ozIsFSXPIxFLKxXGbKCwTQynqlVlgWySa6Gu5ZlQdzcXUwNtu97lU4zmSeBTA8W/mVEXPb9vF/utntTYRP488tFrV0e98eH873eAfLaa69t2/c+/PDDh4eHt95668nTJ5/+zGfeeue97zz/3rvvvvuFL3zh/v5kpp/93Gd8fy77s33f4dHslGjM0xLf80SkAYaU8O5JQ2cA7ycyQ5SJoADg4Qqr0L/Ag+zZRTQQzFZ5pKgOec4AsncTVUk1U7NMuDsixWRb+TSXTMNhaAjMu3s4cR9USydtjdYZmKOqmCUyHjy/NxO+qVrD12DClo+qUM4USVWLPQh3U5ebkkXI24yGpnEgw061lWJtvpERJ08xEBleENB8uHbjWoX3ygJeZEbhTb54LAVQpXYJb5F3YWnm2WA2CDZ6H4oJIXsu4OzpCoaaB76bmaQlzIjkjCOmziDIYgYbiKRGeZpSYJOMfj9YZpCYALGrWCAkOfyzSWuVji9PnwZmukwxsGNJCKRBTcygMjjRCNQlsby97/vlEr6raqtq4gRqEJe7P336VLcTrJm2jz/6sF92JPb9jIhz97/yv/mPf+ff/G5mvvXZT7///vsffvhRa4YMOW2X3ltrX/npr/zht791uZwBef2tN3Rre+/vv//B4+P5ctnffMMQkaOnVAqxRURkqKaqGHs1e3iIIrrhpKJAssXOo6ZhuPpxaHlh6r33SBvl2DXDN8nUwy1RlRRnDDvByQEv8HtFVUxjDi/OMkvEa0ZtqJeTFNgfHp7eP+V1tvun+fwB0N77vp+bd0Dvnz69e/rKI/mxot9v96+/8tqbb77xwQcfnM/PP/rwA+B1Fdla+8xnPvP8Y/PHZy4hAZGOQE+EmAhPFxbkMeFLSLRCDUp4AMjOTvJMAatW6ON6hWKKCCA8Y/eqCSEmSl8lM/wCNQE0Y1M1gRnMLCWFZUdTN2XmcJ25HEbWmdHZACB56R4Q1da9G4RdlxFuMghuFJL0LxKZjlA1U2a4in9CRWKUvWSGjkFzTEdHjBqOI0Eix6EiyAyFKgoZ8CpfHI6wzh6eWc4wrIwUBk6IGxjRFyr1lGW6xisikE65CbofkGwto0lekI0DXMDCI6k8IX9wd2TPjDGUuiY48UMJDBC3jDtFmoYhp8NG6ONIf7GyE5VXq6VBJMRDCE6qeEdW6r0eLDKVpnsU5IF5TQHEQIJVmV8zInMWpu+XzGhNRz0IBJidLNu23d3d0Tu+XPZPPvpYeLoju/tXvvLT2+nu937/G0+evuIR7/7gXWuakf3Syczw+R/5fEr+8Xf+6HI+v/bGG6+/9bo1+/jZs48++phW0ETCndvJFD7XtnB3T5Iiq6hdLqrq4SS2EoWaBcRaIbIzgS+SyYnmAqnciHKcV62smErMZReBFnjDmoraJhba8/yYsdg8bJh+yup8XgBm9/Pj87i8EptBVG1Ta+7e+/748HD39HUoTqe7115/4/vvvPPw8LDvF/YVPn3y5O609f3y8ccf3d/f0WM9ne7k1TfOqv3xmWfXcCBCWmcCk5Q0AJRmU3V0YwAQUzUTQQY8I2AsqyGGnhnhDs1AwFrVDqcKgo0t3BQmJU0A1qplVKw0e5sqe1kjNCQLf4RIgtNInFxQEUzP0YmSOhAlFfBMU810BlwSgUSkiClmaxrDlqbhXmQEkpWgwDipPVCp4bIuHt0KuskcRwLRu4HCQJVko8XvQ8c5hxZgwBSt9z7i7SMLk1kUGtPHmfXyZbEGLwmr1iLDfRdJRSErVRpRjXJVFjnuOML3HDjr8GLKMi5iRxmUWT02PlOOfb7QHTtwAxmO2IwrmULycVdLuwNB4xglEaNiqGrFp3EZ30Lb7ksDQTEYAtxmz2Ql85OnT43tbyLPnj17/vx5uYmZn/3cZ7/4xS9++9vfvlwuZrZfLpmpoj36tt2lyGfe+tRnPv259977048/fqZqr7/2BtH0x4eHfd8zkgy7NP1Dk8Hs+r7vmdpaO1/Oj49n4k3sw6a6s3xGUE3Va5GBILNYSwihoy+lNABMNZmvyIMXIsvhEREDemaomIqLkMT9YP+Y6JiIEF/kbyt7kLnv++P5codtM8vMrW2XCFW9XNhrJpF484033v3BDz766KPz+UwGj9dee/WVV1755JNPPvrogzfeeKO1RnHetqb39+fo+9lpIyiGk/9XhIM+Rp3ZTClmBSylZRFQ9e4iUDWPCKSJSKrTuRD1YtaPGIsZgHDWNVNzkpkpzBHj4J9HRStVmsSigGQbL9ILCBm+PEgfU8y++97ZEe+XHogak8g+IxWkcLpuRJgp8UkA0KT/hmOQ9AFCZgCSWoNrD4a2ma0VEffEGAJDbaSzYnb0l+hg2APQ+mWfgNONOuV1vD3xZJoYZCqq4Iq2J3rv3JyIjOiD+rz0tjqWgjnpa+MyTrOr3I5UziuvMkQvav7Nm4nDVtKTH9cPrkiqCmHkJXiqWCiZzT1m45Yhm6IztAIYnYTToUyEgLw31tp2OgFID088/+QZ3Q2PePXVVz/39tvny/nDDz80s9mqHixx162d2qfe+jSgz59f9os/efLq66+/2Zqx94L04HdtU7McqyfCLEJZ230Ps0tmqtq+b5fL5cmTJ5lpvGdJT9UEJrvFLOmuh3FKW+iBvvEH1tHT/8uat4hqbo+RjKVLXtXS1aA8rzP3i/+cFp93EpH7fmmNO+Fta5f9oqpsDRNDpFizV155+vz584eHB5WmqqfT6a233vzkk08ul8v5/BBxZxoiiAxr7f7JE0VcGIkoc8Cye4hq1S4sO8vK/RHYBRkMSpUyIqT3rDI1rYLvTHEHp9wT9Q2IqJH8GwQawiAZPYWjHViUkuVYc/2pJSoSSb4AUotXa7ioWiqpXqjXJgopQylKrqeYbikVp9RzrPA8dCEp3HyTDIQfjdcRnU34LAWnuRmg76gZqY6b5POrqtiRihlbeeCqbcFEML0VoJg1eFceQfqQSBerw5MeHMutNRwOmEV0lfQUMi2o2az+RdloYqu53tP83kmFRWdl/IyXWpOp9jlg3eHRIDEYWwcGCUDEx59MAnBGstU1jrFE/Ia5XnR5ZBlGkQskVl7izLpnAri7u2tFUp37+fz4+FhGvbXXX3+9tXYZvU6jhasgZEl9+vSVu7v7fe/7vnePJ0+eqkpGMmnNmGjbNu7yhN9UZE5rce+Pj+fePVOePnnSu4uoiG0W+75D0oJ1g9maRlCS2CcQY0CGd+2mtm3beuSAKgKws2RMMg7vnlXNAUA9k5S2MSrNVp9oFbP1bKMPuu/76bSN/h4IE3Ye+35popFiak+fPr1cLs+fPz9tJ9OWmU+fPn399defP39O95CNRsmgIGHbtmVczo8ehE6RAOkORK1tetmHbNC9quBvgAh1t/UrgSjUl4ob50SmTDXrnqP8Ldi8bVKVI2YN9abIYOezMcNRh2Fo1vbes3cVpcM4kD5adeU9qmazRntY4S5hQVZUa5vltCWrmZGhyh3XxCCmUJgYqwojoxVVUP0pZVorwxK1AtRhLPrL1SszXc5HDhC0iDlQxxmqUQzDZRzqVJG/CGi6SGKsIlJgNw43MwBBJCB96fQtXuaaoFawypSzF72V8U4Fcy+1NSX2g++jFrQqJBKlOjI+lnk81DRhAhwB1NoJdqy0zBAMU9/mIbymHkvhafKkoj0y74iIu7/62qv3T+4DGR6ffPLJ+XymoUFZK9msvfLKEyB774+PD5l+Oj0BimSItol2LdxZn19tmUvAK2aRufcez55TlN1J0q7uri6q8IRKDtqPqnbJcO87A5pmLVuY27DIwyJARCQlxUwzfI/enb4M0yG9GFqTpLrCvLUq7emxpOO1nnAyqTPcUfhojXDtvYs6ebBP2+n5ZX98fHy8f9y2LSHbtj15cv/4+DiYp3MUJwzQTyzV3Pfdu++RUCbdnORvkMhgJt7MergcYlMZH63pWo3dbVlV9ZJEU1NG6gaETSLTWCAbXQKiyEx2Qho4AZLpy6JSU0AE3Z1FrW3bugeyp4iIZXZAtna6uEenCxOeXZTzTcTUBB0Y540wRw4iG4wvthrXPXez8E+ZOzL67MOjbSoqlR1SURH3gKiHa2p5WIwJKsdEaXcZdc/cUzNrvh+Z7FXhYwigjPJWkSqUbqoZycNmEJNwI0gJlSZCixeLMB3o8fQWXkifMyYcOo8VZby5vRf//LiwZB7zwa+uLmVZMkeMemNWlps9oiSRUUo8vtqWNOTqVTFbdjqdrNn4zrycz4ylzezJ06dt29z9sl+ePXvWez/WVhXAtum2Gcf+nS/PVav8IuagDHfiKeXEI4aVORKHAimUMrP3HplezBjjrirGlvEsrYwMINJzhGD8otYa77MWGQA0lbUSMINH7vvFHXvvHnGZbLIARAckOr2VKwF7wdaA3fxNlcDkYiWjZQYQHqxLev78+dOnT6fCPHny5JNPPnHvEbHvLqi54AlOO6raQ1Og2b77qFJFTMhhbndlM5VtlU2VHlzbWmb2cBMlvUYviwIpdr7MzGBlrxix4JOqiDRV1uAiUxASuT5+QZxMIRinqckeF54B7B2nF5UDUFc0QSAjFZnk9UAyWZ6ZxaJfFTEDk4reg+3kTVtUqST3CZLT7YrttNGO1sy8qqBkIKKQUTiTELVhsbKpAD7pd7hN7t6mk38jBKvWZU0Ilcggf8xVbUid9rQykizLpdzD5rVyWI5b3b8CY6gB/OrZ7pA3tzR/uPG6h45Nj6xoOIYV8IFEzCSU3AjY1ZcseATvYBWL9RFiNCvzw23bdLJwu/e9W2sZsZ1Od3d37u7Ih4fHh4cHmhhdionv7k+BCK+RhqdTY1uUDzbCHPUsmWV9pM6O427B8l9RZI7xXTm/gojvZo2GtLWmugHp0QFAtx4XdpLxmSppNeRkRJYQiNLZUFW1QMKFpBp72cNwD3IvTUs6D4MVkZkx1AyTa4TIKPnh6CXbek+OCE0RIUfIPAXN7JVXXnl4eHB3oNPBJ2aaYE3EMNhZmGt3xjspqfM2BgYBYr1WQ6Yk4YfEFrNV7bnXkG36bqqKEUFWjSwyRclSPsgidKxc4SHr8akqac2wV04mMlhnt+87/XERQdA4VMn6YNioddZMszUUBQAVhfIZvZguKIGiKvTjVNSGLlRwIkt3cR0YOQCsTFl6AyOjNZvyOeOkFn6xggKzkmEl9QaBwiXDBKKhZFIZxr7qckaUOZ0uCHH0Srdj5rdmlJLjZBvh0HwpN5IaPcM3wZxON5dsytZ8Z6qrhzP1gCLAywlKYkQ0i6lCoEsKiYRQnTtSdFBFGpYkg6rKN5GZ4ZqqMhMupDuSgVJc3M/9AkEApyf3tjXPiN3PDw/7+ZJR08JENDOaWWt3GaKAuKCj2UnEBBJ7z+6VbhxlhJJ100YGpTk3R8y0sYpwa42EsxztrEraRBPVzUwSCj2ZJmBkVLGMMPrRTqdQRJtJKp01ESRCRJNynrq1E1L6ZecyZabvu+8XRBoSIjFS2qu8ShZ8XlmFTECaQjUyOhxgwjuqaKTvvl96qJHXDMDl3Pd9b7MPGHF3v3W/eFwAZAQipEojQAg6U51zHUW7hwfnvcmAGmcEqsnu7Eyzlgg0Q+S+921r26bJGYMd0GLwcr/ATqLi0WGCSAWaaktoOgSMq5RWx2AmTbRxIgLnTDIlJ8gxGEREI7tnJNAdHujdRexk7XG/VNgqoqKs4+juJmiqAJqIJVTFZCZkS48ACNRU3L3VeN+wTdQSGtTk0ChcLGOkU442Y2Smk3MuRQBWckekVK9BvT8Q7uZ9F7JJjrrWQWNUrkT15SAjnHI6XB78e185IIxp+fimtYbhAqx+ATNs/HG4Z0xh5M0nyyoNvTocqyvnZNAvzdsZyZRrKIf/p/CoaX/WR5Ccvf5XodNVHJGZEW3b5hIFRx3Smdwak7UCePeHh8fOkWnDuUJCq8EtIULGeNYeA8K0HYsZ5w3kqAY47nO631Ixf7O2baettdZ025q1ohYHQApwGspmBjNGRr3rmFxYW7+6b3RZ/bJX4JM5CHNNByEeK0r6mJg+zfFk3mFq5UYAJFnTxb2PlJEMqNMqI2ZDK0SU/Gqt7eMKRAG0d9+7h3fLJE/YSAMXxTHvqbXmvYMNMUs0z3QyyX1N1cNFpPfelNl3RISpRLAAMsnRKEIAOAYxFnlaGGllkdFkiunQrxzArWRi5MxLrbjBNJBVrZxMkdZ9bq1Bct93JGbfGlNMhCKr+SPSM8klPPida60AliwwW6oF30gm0pQFGMKMwND3Ycx5ZkbkxH2nalT0WVXm0/1pM3ayg+KMVyi8hqCuFEZzbMYqeUfY9IIV4P0N4rj6TC7iNTWWEjycIKgpPQTm526uTFGmJzQj/LrUMKKLfTle0wmaN0PLWps8gatI+kOj4E0L9TzWGvOr57OIyDasTGb23s/nMyKrYV013UNk7/vlfJ4WYSqbqs216mTkEMpNpc9n5BKjEm9ux7LXZWeoy62106nd39/d3d+dTqdTcViriKBm7hT+MtdwfEX3mCdKUXmA+Y5Id79cLtQK1cICdYwfNDNl7cTIAM7bkmFVBxZR1ELCrEREVcfZoVGoqJ9lWeJOgo4qO/TNGc5nJBKqbXBvHiVUEVNXeb0IiHun9YsjdzTVKVjlCiZZRIAwsUSKZIQTlRqJDwBobdsDSR4Z04iQSBUxkc04BELNxEilFcFGS5qCkXiRcXNEQcqtRhXkkfNSIjLGMHoeTfu+K6CbsZM1uptqjVJJyUxrJhgFO1MHM4bxH40nIqKHQRcRQplMG+VUzcRAHg6lq/0VhQoHXZpVpUJEttm7rSMPugbPMkLoMlUAXuZZzLtfhX5s2GEipnmbv33BCNDWMJeVowpa1vuZRzfN/QxhprukZhP6vTJheViWuS45vYlyCMv7GafL7CsRGTQIq5WZz54jtUQchJ8hkAmAVGmqylnEHIi53kkM4ugZi/EPeR0vmosDQZtvXm/QtNp8kFQ1lizd3Z3u7u6fPL3bWqMLw/2cRDnzofgItDLqqkuCaXAhjm7j3i8Xjwy1ZmrMLo3ISGU4f8e+cP6ZOy+FxZdZgqmCNr33JJtszlO9ksxki80EJ/OwI8JUIxABgdK3ilm6SXhm9CFLVXhJCqLGgcqItYPHbWsboZAopybKFwEAqFqP4MjGCIcQDU2mKCMye5A0SsF8s54220yayWZCn6gpTFHZZ3gW7TebOXnl8O69R1SJfE6dq4rB6qqhbdHuIZGXzCYSSM8UUfYvurtydAISCBGbWgyQQ7O8AbnmlJCDPhgkq+PRTqBEB3QwdSEyNHXuJrdeVVqCc8gnyZMSrGZ/P4Zd4Vg7FWM5OshAMYKNnA3x4wvm945qtyuDcmOPFoM1HEepL8+xphjx0TigaA1jDfh5nQIORXMQtY1vXHJGQ4FFhJdkjUWOvlgZ0SxqL4O4HhZav6ke85ok0JsYzb7vZLGAoJkFCSgz98vFo4tOHDGAtGZArSHP3mmA9n2ftmzq7Yw+MpO0G9NegFVbpuN/JiJmamqn08nUmMGWvDUEGKWG7m7WRAh9GvUNELMGTY89IZly6XvvkdhJGDz9LCBnf9zqacbItWXVWl/BwAD2HjlKk5goCbJqIzOrEDbiOJDP5/P9/b2IkNplillE8HDKCBbQsj0XkMjoHjFMA1siZxKwjDgyAfcwzrENcNhsCRJQGfqq+ZdMdKZ2IskgF56WYZttpptha7o1PTVTEVOcTJqxLRzGatEIT2RlwYn4sr3OM+ZzpWemSnryCcwsq/iFR2Qg0pr1yKYGk8SoBlbLdImUJlFT3EA8log7PWjW4CkzB5Ir2ZSIASFkDwlng/+xYtRQFPVrjlJXlg42Cuh61Iio1TCaAyIVkWL0ZZvc6hEAqXoTvV9ZjetXjtcLHy5HsClJu/Qlf7wEluvBfv2VEsjI0Gu8Rpc29vX0xoRm1qi19D/HCXB789OvmTZruoEYvUU+gIl6Onea433fY/nDzGTD94z1piHja8YUM/0xrcxLl1Eql6StGaOkbWsclc0wCmIRUVzit+4hALBeY/Ntrdx1DzOYttakeTkde99Jt6hKoa76nW1rj4/nuTsix4GJEpvD+Z3GmqXJQF5Lzti4qIqmkUZIMvuoGpOG4+JVQcq/9D74siMAjWSRG7g3Zo11+hGRM46mnyAVO9CVJZyS5SpW85csOSyyiQsMkZG+qTTTpjht7cRSf6ApR1TyL1JGOl2AkbJapAtV+pYhgfAEDSWGa10CpqZARhjAqQla7kwtm4lEMBmktBR5hE4JhHuotjLKU+2WxOm4LWQCwVLvWCDaieGFkg1jIDBcnbbqxmy6i3CdyJuMuFrLZ6yjKXIU8GGeSy8V+htVXEXt5oP1jqpE5IHdvjzCGvstN5edUrk+GoaHhKHGGIHGTdg2LgVcBXc4FHEgF9OLmRoyj+WIYEXvPL1RTm+1OwsgKhnwEWoRwItMGZ1Q0xbXM2IU4IngaGWGDGreXHaHUdKTJ0+e3D+5u6/6nfWGM3PmUvktfCoMK9zMtm2bEykwTBszVqdt20531i7+eL7s3SNakVthpHRjdZRu1grLts5tighWbPJJIkNqakfZ08hIyAhzAKD3fj5f5jzmQl7GFijRDhU44YZicmvWUs33Hpn7ZbeaKaYxCgsQ6RHsT1PT7HumqmnfL2bWmvHIFZHMogJTVUVCxEP4YzNRQJESzsmLJqmSAijYCe50hWplUibeEZH73vu+u2dGJauJUZYDxYQUu7bDTXRrxlJrjxDVigTNAHEOAirFOHqsaZpba7PFiSEPMA15VZWUcjGtiLwRpPlPlneu2sp/toiwMcwcQLibmbWGmNpHWccIo8YRNNgbZ6w4j/xDkq5LTmRxLlaBm/rL9mB31/nbfIltmof8iwYN4EBiPepHjmc+DtUbgzVNCTI49HuelsOyRHh5y/PbMTDJ0RMyVwaziK7KvW8CQ4JHEZDy0ivrkHUXdIRyiu/MSQyPyUcj2Dwe1ieileHEyydPn9zfnwjQjHUu6tla82pNQiKzHxCbWTudTh7Ru1/2nQGBu4u5iLXW6CWZmUAi89wvMrLCItl7L2hx8e/m4nOD5rJMi2nWnF3QgsiQQJZNYQ4lQ2J00TG6NFpzYklsrWdyeqzF2HEExLwDVTya1XzAorURo827zQhSr4YH868Tn4oEwxhBAlp0JZnMXrm7KkfmJhCtbQQ+Jss/RgooI7M4KIRJYH6vs4Ky/k8s9aVEDIdGlJTStufew6iSiUSR+1E8OaFFRSsEOhSq6qgGKCmLC1kfGfhkWRkKYTPDYlyODyxFHqt2NwXSO2b1R0IFkjU+RVUzyspphXiZcIgw4UDwiS41kBDm747CcCzCtN4+lv40XBsdlcpXyuB/WG0Cfy6WdWh957CDmVHvVi58+EPXpcAH3FUtZCSyQELBoQ4YZ70kWewlWFErkQUIZWZqpiWA1EwdJyGQ7skxLxERwc7JaSsFYmJeFf5gfBysCg8XwL0jaqpOuqapK0QkNXv2lITCw+vPCm0VuqLNGiS3rVnT1ux0t21bZRKpP4PYOiLTFSpzCxoAuKs1BFtfm53umofse7URJBBhhkSa6d1pu9/uvHVEPsZ+6buIKMRMzAyRbMrerEWNFqF8XHWTz9iwboMs5hLKDiaIp4XIJWGJiA4oEp4RqZfd2+5tI1zjhNAkUtJbqSUSEpFOmTUEQiIryhMBRNQgDEYwj4TNGjIFaabI9PCKalU4CUDN3LMmOKlmpCd6d0gid6JZplp9e+BRotUtTd5PFlhKRMIDdEz2vnvgctl9pA7ce6Z059Qvy0I/1Z2prmFuMj0AWpNAY08DlcFkD7dTo5cQgxeFOU2eB4FUMRIDQwTJfoIslg6IAB7O+DGLtxSUI4GocUimZB5H+PRnm44JgzlS37h+cTPm0T38kePAIIBzFEJOw3b86/pqP8SVWP4KV/RhL3xGZFiPF17CoLzs2sRfYn7pavJuHKubKx4e0+rVoQg/ePzmgIWBlFjTwDGPvrr+gnGC4DSyipFQ7QGsvmID5bxUJsmHxk2qkOCYPg4zNWZG4BBFI1AMjKQQpVvXWtMx3JrSHot3KSJq2mA+hMPMHMnOzNPpxGEmXpTvPG/A7iEfPZyz0rZ3R4YNKDEHGqjXizDFaf5AVU8pWA0C7w4Iy8lG4JB9QC0KzWTZSLIEBz5mkKAa2mqHx2HL4302IhIPGdinTq+KQigq7JgxM/LHwFnVW22E6cSJPRNixgE/zOtpeRkUtkwBYWxuJATJKagJT3gkkW/WCl72y+7EqjMiwTwXBDhcYwAiGvVOtRqhPBB2OwhzQpqAciI85wVRKTAocxvluj47HLooeFqYEqGe5wTADt2Zpcs5KbinmFEL2oyZscQ1h74tinejh+OfWZNQ6TPwtpZvurECudzfornHSypyuFX4m+uIyPTlxmUh5OYZQcqL3/6y+796k6cEo6vD9Ew051gPxl9JMQ7vgBhGV0FmDmROFsjm2reEjKomqlPQW+6dGaUcuephVcdtl8lSVTVryGnyKhMUB8MJS8gy88ptHI85seRywbiC86vM7KSyA733u7s7fsv5fI7wbWtsPo4IUT3d3XX3VMhF+t6jbrs8cxlJTV5zJtH45guFWjEBGzYDmTVWxzBJHKMNnd2YITFxrqoBinlQIVBVg6qSqTHT/2ybkPAerDEfu3MgXFMGM8NjWgb6s+CF6VBESpFdMakM4ZR2FzgyWktWgksGqSQQnqmZYlbRddZwoMxMj+6VFUt2MIGjFKR3F4GZ7d2r77lc+DpKM6EcYKCaqoHsEZnYDFolkeX9VuDvGZFm6mUNUe3XFPU6oYfOJma6Vxf2X2Zpqu1yHM3TvlDY2oI+3aocRqRxHMiLGZIxL0ZCoD/U9XjxNWXuUDl+l6AuIoIXzMp/yGUn8oJrmqsVgFyfcbFEL3HjZHnNNyPCa/4CT78BDAcijCY/ip9kDDC67mmYd5sDNsrM0YwyIv8aDnNtf2fwCTRrrJGVpcsBpLnvvTUFWDsX3rubKTQipc0HUlUeUyVG0wWbR2WMOgA2TN7d3fF+Hs+PsV80LB0+MgB0eQKBTAciitpqPvW6AjL82Ry1oTggvCtBioi9hyekbTrbtQvGLwifd957F0EzNYYSnBCZ5XvOTAK9Pw5Wp1arKcmogdz7ftpOxx4hwTHPdXfOpo1kF04gwEJ62e5anHcBvR2Zhw0KOkhmvbq7QEUUdLg9omJr1AiyAvogonnUcllybJYYFZ0pJCk3sNgQkApEz5CARu6qJmCMlAIPAGEqdMWKPoJngRfTEu2LmPVwto9FFN+qkAG+8IqC1MoDotItCVz+YGYVi0W0ptMiTg1MpMdgXRHcnvbHx/gDTf4iK5NJ4FqTV6DoqCgTmRW0UneYgVHvK+MPc+L/L3N/xn/j5v357SsQM/9kPkuOeJBGVUWhFgdcV/ZrPBGmLeCN5Kjx4mYiQhIGaaLJugCtmu3yPGddsoiIEIgMNhd6Hc7rIyDSTDPSIMY6IBatX9XOBF3ffd9buy9L4ZXCpZ8MmAqHuxIvAEvOuu9HfDccH/fCHVWVTH3btj158iQQj5fz/ngGh71GQmCtWbp2DnhQd4Sjh8uy5jQrV9RfS1lX2Z1Ijrb2cB2SyboCd6+m+plLyswERdkpw2gklZ9tpROPq28xCw9RJbWuqnpnK4cD0pp67ABqTgXMCkCNGsVUJU6yX7qIOv3nyOFZVHkfIt1jU/EKf0MErVkzTWgmMtLLnkoUnFz1gR7wSLa19yCjbCZE2NxQZUFH144pu0l3EVFtiT0DqcWlxOMCmScb4aNq715eRcqIZRNItrOkmk6aFlU2aFDfPQKi4W7FpJdqEk4HrZBm+qcjii+dbSv8Ng7GHFn5W02+1vBD1fnHVSCca9391Qm2XOclZuJwUtfrvuwebn//QxyfaWLmf1eBftldrZ7LYVZyWLfxpYc9omyU17pgMdPCombFbS+6RXUc8PAaXzfrUzDOfJ7fZlfeX2ZiKYjqncXyRY8CsEwTrZmKmjazNhV9Vt8MU2uGMbLGPYpa0Ux19yqt1UEBcTqdPD3SH4rfr2ifIkNNT6cTgP18KXFaLIssxT6ypD+PPPrYmvJkpXjMqFF5LR6m1vfL3BTmv0SwC9hzzMii952XYjpi2G4iF1nltpmB3EyP7FKmCNy91cDvMJXI3IiCZSBFTSEavRMfS1FoZu9qxmn223KAeUAD4kwjpVThMbsVskd2D0+QUj/4Jxk1NApVSB2j7lAWJIsSRJFpjasknFMdZNUiUXPxlFNmS5ijYiu2NQAJxk3DySygtsbeI9Us+p6ZojIbcYZEzXTzGJg3anT5XW3VXpml7nI0B8riUPwwbcfw57Mqf/iXOtvdrpX5CnyVsk2ZL2Smuedj42WVzitdxUuszI2JubntF6zPDQBc0ND8kzXgmreG8mhc5CAenZKambMMbsYLU6mmCObQfGdSYQmU5ibNz6wxgo4aE37Y3VWPcuGoUl2rgZ/WrJHGABGx77sNKj9akGkZMeIyNW1yUCnOo+ked57eI/rzM5MObK/KkU3hf3KwW66Sd73+JWU5OiroJvAXCo30+aEUCR5fNdxIencmsKlqddh2T3hrTTVoX8h9P60Y14U/e+9gfceyvHo0EFrf9yaynZoASVoMqd6TGGAcn4kuKMu+2e6gqlIDG9kcjkCRWkML9HdEJjzSPQPokcshNSNpYk+pyryPA6At670nu66NYCIb6ZUxYghU4BDNVLIdBzIyLTXHiZsTZUoVQKXKwqTED8Dsy8kUUU13ltTEsFZ80hzB76pZU7zbanJQ2WVRlRioAV7Q6qnY12IzdWwK64A3D8wlBwKUi6YOcCLnqMJVkV80Ilc4Dq3gvJMXTcn8+UrKl//OT97YThl3S7d2Xbub69eRtaQnakW0BCoz5erKnFtfxQtlRGZr73L9SZcVoyd7yuC4k0Io3EPVZ9Mjh0rSyKiqqTZrTW3apjxcV95S+Z46ireQZaRWkEhEVG3bTvd30ffozgnlkZyw1TsXoZkR9aHqMnB4YUeOmHiIBZEKsKRkHnC17OTdCXjpU4oq1TsJfQtoaFSVS2JSExZi6QIKzyDphNjjvoPKk4d+T8zIzEiFpUBdn9W3tISqCniPSAnS16oAsm1bVg8EIBKJ7iHKHkegmQinsMHTaWUYFrkH1Preu1djt0eGoOp7m7ELMTNn4XHvfZZ6Wo2RKzjWwxNoSK+q39xUIQik92Bf+EDEICIyeNciYo6hhVRRCdnIa+ycwN1ND+FXYTd2qkqzGvG2Qm9NhBE7ro812CqC121HmQnM+4NIFmXBOFKEpY6Scy4ny9aiWDxEWQU0Qo96ogTN/fxGGUNh5qkv9OEOOV3NVYUYN8fyVI/5gwB1V+Pq1FmMRCOqYZ85Choc0jKWhc3huE73Z5rtqUg6OhKV/xvmoIk0VWQXj+GwB2n2eFJOtKgK9njndBg8FCVjiBRRqIaTTycjgp7L/el0au3U7G7btm07be20NWU9zpF9P0JgFYNKBpnXsjRYBYrT6UScaMFoYdI2O93deUTm+eLiiczw+l8mMrXqMkquYmk3q63RUmnisBAqEgP2LkBTJW9zAhFlijAqg72TxuNwlBhpWWuJhLNfET42UAS994A4W6EFnV2VoiRMwLVbDUgqAqEpItAU99g288itafeOmhcuqGO5ylC8p2imSKrRPbk/aSdiAekjqObyk1wxALLIhPeI7Ck90iM7YWCEZ6aHR7IK0aR2kPhGVjkrPb0gfYCy2TzF1BJxcQdY2BApISI92RfuTQicSAKVF1eluLXWIKqtwWO/dC36iJjuuYiQBYymSuXwXi+XXcegxCZLlJTLiY0Ft3vpq3ySjIMFZNEuDCjxxatlLiQu197BdWx8OEf8eDlB/84E1GFKXgiUVl/u6Fo4ZOvw1qXOWZmwT0meHAHaerUfsjjH6+Z9VZGYta+kdLgKCW/+dirS9EHGYx45+5kV5hyo+7u7+/v704nMMmO89+KuTVusdOvHz5N8U4QVj0XmMA2NqqI6lbagMpBCQTRVzWzf9+mAzkeYJmYgR5MW/zgkLpdeFoFnOINWaA1CGKKQmfxXIsP9csHTp09UJeaRJmAmyCsMWrLjCaDcGxFpZuFcT59MFGN9IkNY4C6qGak62nNE1CwD3mMU+9cSqqqwbC8rBhNIhES4nk7dXTxFsG3k2xaWfXgkhcK7d/dLH3YOh7DlclLmAFlzSdfSzWXpIJdra80jBGmZJkjeZ0BYK5RoZlr4iyQwp6dOEeR9RDpx4t2dw6RynPoYB493To+bBP4x5jwLJi4zz+ErVRzvrxUNL2oTzy6p4j0UTRx//cKn503cXGhVnvVN/jD9bS1Gj5egM+s7N17Y+tX1w9SB9QrrBVGGZt7ThFsw2Hbmlo+bXfT2+pZyACgD71Lh8Tdwm0SI2M0u8CIxXhidRHN3CIvKpAlRZcr57v7udHd3Op0KtljXc3H35t0WHjF4i5m1SYz++6W+ZpWt+Y2n0ykzPWO67uE+6+Ln9edtRDU0s4RPI0JM2cMdHKSNclgy4ekJFZXs2TkpduwegNZas+buwVreZh6REEHQ/+FX976PGgnqbbJtNWcxkaSN4RwjShVBqKqkkFAmIrfN2IgLjrXLbKYJCY+pC9wOGftibIaus7wsfYzspEf3RIo6Qx9RL14h8QAEEXCOaNHjkWXMhFidRBnYVp3QWo5JIJspkD08INs43UzNPVPSVCLRxBgn9HSIblsTKZ5R70EUWtjETVY8BTIZTdAuIQVKt1FYUJ6ZKYiMth4yN6p7o5/Xr5s3i/2fAoJrNJWBdi7MLzPMkWtfJqqiTKTaPDD2azi0q3Vfbm9q5nSCbs3Ktfcxu2+n0aEfu3pyw0cTGY81VuUqUHpxudZbyuU1IKgBSQyEvbWGXlMic/Ef5x+uLBDTNJQmjHWgx8F81ul04n9bazLq2kE6SHZFXtcl1zgUYO+dX8cKriZKmZoLzlSUzOrhSAGomdH7vH/Sx+SAdQ+hWbqBeK6yczh7Je/dXcF0mnh4QqxtPat+LAedkGd6pLtDBaYJkL7Hvd9tG6EgG4jYOqRFiYiKqMilcyrAtveDTI/hoaqOgpFQErAnf+U9vJRajaU2faSaEyw4EvqYNSclqecGCNi4qLLvXdkWUNXbCU4IgKuZ99h7F21iFt1FlGPhsGQhJrI+w+phu68PDyBFe8RW4IZkVq+TR/I0bG3LDHdn4kzUMnPvXVTpO2QRhCGDe0O8TDISOqB3O1rps2LbEo/wKKI8LKDG1NWpSDeiL3Iw7q2n96pjdUFqMBUsk8OlMlOErONXMGpmrl2KoNeaS1JGa66NLF7PzNrIy9yW1Qqs5vLmPgFsokFfDOPOModiakT52Bipn9WcJcP4zFw82PX8HzEpxj8HD+O1a7C+bhZ/8YZkPQ9mEkpV7+/vGSXN/FEmm++qVjgAW1Jg8zqEeM2smV1EQGacDA/VUf5QT8qqeg8WpIiQaO5YmXHbmN8CHMRI86FUi7QJQEZ2dl0HMhAIzvBFSnfvgQC6A2IoUFPIgcBDx8NF0LMDadUiMDoJwofrN5wa7/veU3XMxS6CPiZ0dbxop3jOY6i3qkZ0cECKFHFqtTOmRAYZwQrOpnYAns6ZnhCNTIF4QpAByZTokQlWHrGMJVhvx8nTg8IPnMsBsHBphTimeMg19FGbUsls0HFz+FaJxfLWWMApopAazj32RTLisneIsrEv6J56tk3VREX63oskh7l29kAMkIE9IGYK6FUm+8a43GjphAakMItDPTJCqo9iFLPyeovuvHj4zy+d/71ZuFuL8IKzkKPs5yZEmgUaN6ZkvZvjv7wNQAZIUwHzy9R+HuM3l50ZufVIyYGkjBgK01Pw6DwbY5jbG3s9n+XFtToisoHzr45Ma621xgxC711w/IkOmD9HeXHvfdu2FJFmEgbTVPGMi3eNHnHkpOooUs3eR+iYBKT78GKWp76djrL6XHQu6A9EgHWDKlZ+IoTxiCJpGQkPsc5YIHv3BH3NUaKFzJzL7ploUkOg6vTW4ZBGqqoLeTMqjU1MZ1VOqc7hEAEyI6JN5nby5ItKgqV9ItLdVVtEkouKqjsMBAbHW6iimYog04CEaHhnXzKR3b27WvPeI1PHBO6I6lDxSTO4bCLGkAlZ+oZ4VEb4yRoy3b3R5azDQIAcCAyE550omyej8nGFzXlKNY9HqIq1FhmXvZ/MtBnTgUR5OMGkNII3ULgtWuYMDY6QAMuZudqgRa8qOuXsbikn6ioqufmTF03vNFWHVfoh2O1UtkSavkR2b75o/u0PszIzDCu5GV8wGCeUn+D/J5phOlC6Fd5er1mkR1d0U/x5EIlj6PbOcluO0ar7MQ5lP9zJ2cKXo5qD7yyUblT0IOjLV1GCBufGPTaz6V2nHmYrBgOOmkkzsvzp6KLs7pIR0be2iZQh4Ffvg/iG9+/u+7733sN7jIR3vuD8zh9yYVdglQelnxgAkqgrit9clYUzgIhKdKqceiRQTDRjPwFMiv7Dag9hm6n6kbdEGqFupJqlHyaJyhwRqmA3JqbpFxn2zgGN4ciMJ0omdJL+iRZHlcMlRxiYaSUVdY9mVkNx+X6Oblt0XtzUqvskIZW9PrCYKX7zSBuVTV3AUQrSrBmyCU2HMyZStjrIUJyBADIL0ruLKQS9e989e5oaApfuptLYio4Mj9O2YeqKTP+U4/FoQ9BQ2DN16XDRpwLP07X+Wc5LXnVF8zZfjuC89HVo6KKrMkuAyl4MzygzVHTMNL8i+7pZ6HnnuQQvtyamTCKyGOT5Vzpcm5RRlDflV1SyPls90DfR5VXYzOQr+Vvrv0kq/Ihw75c6/GOuOURMkTgixolxvNTQ1+4k2MxhalvbTrQxZpnoHpE9M7O1mVB0gYJTByUy0/t5v5ShVSWU2xr5id29W5eMotcbt5Gqks47zGDuuvf9fOahT4aX2aYA3GLhI/SIEcIXNWdERIY1y4gMiLHIXToJMJSRkUa6uzOgkDEKVETCs0ahiYhIj65CTl3JRN/DJUTk0jNEIVAxZnkAzhdrtb4LokhMgfl/j7HXCSn+5lRrGbnvnftAAc4KE8D4oamNEQaUN86DNhRnBAdyRqawvcQDomZqPWp8WkQUs1dkxHGOTlszka8pGBGRIU3FIAppgAJCYi0msyKBUAxTxb8q6coIqG3BBvFO0gzN0YlNig1kQaS7u4JU60UCiEhAfRhbEW28pSHHdeqMmx4FhVOBxy8PtSVmlqHX+Ww5HJarN+ePL74vKzQ4+qd4RAwKmCoEyCWyWyX4xS+aVwYwu5wmlgEwQ0drQsQuRQKSKkrmJBX1Op7mjlydzDJ88hk0sEYrIpylduEzySKCYXSG/5TBQ9Q0QhBxZKyP/Rg/T9M2fiUCmKgxUmYuUpTFY+4sAWU81VtroeLpIkIy3967n88chKiqnL7QRub7cj53j/Dctna628a+VLTfw3fve7/0fk7vhH5FJPoxGk2WzZr3PFhfB5ItklWGC4QIR4zw/6YCYpbuLtCodDZElNymohYZIhrRWd4akYFomwl99eEcp0iK9AhnYTqU6WxUsVlmsuYrs2aHj+rqEAd0DDkD6hwQtYjY930aYBUpx9C0u1fuCQkVdUGkZ0iGWfMx8jUzxXTfXUx90MsLJKLAh4wUAe9SRKTpzarmQKzXKJ4b0bamGU21ZSpiM8l0NnnCO8cqgHl6hlFUNxJzmbjL3tNdoks4RDUhpBoVwA2p2kzTo0c0UXimhKc00967mQmQnqraI9uNqzLFl+/JCyHJkPugxuWSOpmyNbU9r+Kjf/9rft18jQW9hXVvrEyOvudVOW+sz3rxF3+1/smxAvUmj3+5OujGuTEWpxrlmb8hZpFLpON+zA8GIBI0/yVbLPFwYPRVY5mTy3VYkzUoW3kEqjr8EUrh5XKJcKDZ6FPjDQBp1sza6UTe8u7+QMrLJ0+e0L6QBO/x8fH88OjuESdVmZR6fHCvZ/LeydqNyVNx89/py2CcH+seYZA9Z4EvbiJq6t4BFdEIJxkd4yk6QKqaAvdelHuZZlWYx8rUrXFWSRijg9qrAgcIPWBg/DNNw/cGZFchDKv7xsk3BR4AWmtJfrjZylshMzdILIuuRQWqJEWu86bCYdHW9Nx3VbvsvXtALGfRAACI2eg0XFRp/hBV9XulOJlQFrWEm3IAoCC1maqm2YmHoNlV73EONs/kXHbPTLBvO0iWitwUYWKQTPEe7mEi2QSBHpGBPQqjSQAJVjY10qmMvS8Fm0/yYtBxY25Kc/L4k/XD+P/N0OTVuXd9nWkFbr7lZcaiDB/BrUPccdS06/yrgdpOwVpe805YmVJZoZeasJKIifsip0sy9Wp+i6oOeIdudgLonQX6yvkq015gyXCvrkGWehwWdj3N+OU+Rjh5jU8y4NSajDQZIh4ulwvLAgG5v7/PhFk7ne5oaB73y7nvnnF3f2em3aN7IcG8bIzeq7nLMyHlyxCueeq+aPfrbydlifARUsRVDNDtpOe9g103mZmhaj3YaWBc6f0SorJtVWbW3RWJocw5olNlE8NyKqoWbjVuG9UfoOq9y2KNULip5MhwBRsFVcKr2qC1ppAKKWhx1DLSERi5HhFEFJNR75ECJCIhqk3UQ3yQmRbExEtlyiDPnc7gXNv5w1jhjL7Tg1CCL5FAmJqJZLgC7bS5u4zUc2lcIsiYQx+QIb1IlV6jcvPuoYA1A8jaQ4ReIzN2b60FJCO1ktnSZtUpoc9V43GNdNTHrvGUMvzXtuBGgNbP4wW7sHzRkru5Nig3r0Wj6m914cTj23WevDRwu7qNqy+Q5UVblCKDLkZWZ2QqzIt3KKM6+cpoSnWmCUSs5hDS4sVEUruzC24x4scZdWzBuE9VXbavPhNVv1dOhA8T01oTwbaVrZw91vu+n8/nzhlyQGsNImq2bafT6W7f+773B3lMJMfplEkiaQA7iYPD7A5rst4qxWB18qfZXa1vYZYk7wF0Zl8RPCDUmGQBIBEuw9cbKV6L9N53sSYi7p3E2uxlrdaKmsB72OhYDoPBfh30001EW0OmCGzMyeKtegQnisiE1QCMEpXMMFNTkYRAIsKwisEicCmRRwYgItn0VCiKyCysZwknrs30jJLWPKYd49Vka9KQkq4id5sBoggT4dgXZDTm3ZMoi5KEHNPUpkRGiqbW2DmPRKAjmwhUEYjIpoP1rZK0rQcUJLZNAAZpSIxqyxJTBoKr0GDlZzly2IeOEmR76SF/o4fj4MXNB25skAwnFcNdepkTkTiGXo5UggwLRefi2qgdLseqt0tNP46r1WPRMcqB3kypWk3M6l9MR+bmhsdtVydgCpxdJ8gMsB07s1jRmC1a7TuubdZI3svqrE2FmQJNH97dR2J79nxra5uIAuo9u/ve+yfPnkGE7A0zRXp3d5eJy+WSmdu20VAS9AGE2XM3T0/3fd3EaVNu1mr95zxaZMxVt9Yks6iYo1o6wrsquSfF0zFmhWVma8ZsekqM1AEAznjmzPkiOsnhwAZtF1AsVtowWisAtK2570zA2XARp/twuXhrIxUVQWoaACVH9DU4aoIjzFluU23ThdzWZgVcIhJqjZzKCamWHNEJKdGbyBGRrfKwpoBv/BoAhmyCTXQT2dhEjeAYc44IKBOWUMCBvXepfGsEJDMqKUZyY46EEekQU7nUKHXWFkMiTZUsSapaM45EEqKQ7tEqv06DTz2Uo4FiRkz1GEtzwJChqpUmm8787VSzeaxNmZtQaObVV9y81vMQOHJPqxW78VGuOqrG6b68ITw0WOFYFjOWhogrezdjkPJqclQCTdtx48Uc5mw42PP9Efmz2STg6Bw82SNZ0+Vk7U0d40v4VzGqb27yCGNHDkyNL3r+/EiOBv8VUx81XRDRrZnA4z48Aw/PHx8vIg/u7JHJhLKQjEXkl33v4WqqUHLQzHVY7PIhGPN7cRzyiUUw+D4r1ERkThEWpLCTUkIgCKSKpLSmECFBnySKOTmzNUuVzDA1FXCCRY7o2ybnG4oXTUdGP0cTG4t9a63cpz5HhJq5extJOhUOVAFIFZ6zSb7WQVVz8GOJSILE2pERYqJWZzHzA+wSJUrvkWKWPZL6vYpWgq4cPaMY3WRrlnPVl2JZkFRJE1EJyVSOyVCojvJ7tgTF0b9X8hwpIq21vocIghM4keB6S0YgAzU4C1BPFRiR8wBYAWDaRAtKU2krOj0HrRzOrEDZtc5/qY5kig+zA1FBHNIcSwX6FLgV36kjHTc043LlTF5pL3A4UIuVqesc6ysFrLzsKoCC1vlYUJGqSTqMw1DaAe6AlLNDi+TGfCyX+qGU6at5ZUEeED1653zS4JGgIsYQ+kgnD/y4jwzOdfochzQPrSYiu/751OeRfUdVBXqYbWa4v7+vkfH5cLlcIoKlwPu+exz60733yzkTnF82WGpj3ZTVpZrfvoaWa36wBEaknmtMieak0vAgkAYBVMnoTleNOBl1g9BWSjZrEdGaWU3aMSMfG1XObI+eQGu2945MUUP4wvJb9+aLU0DEXQr9LdHg9FzWPagqxhRNGUVxEW5Nm5lk8dKbWaI4uYfkiigkRA3uyabonqlmjiJO1tFnTX9atTLfsypv9WX4X269iMjwwcm5aibNjMxWgkyyXazhLWBijvpeTzS1TjIHM+8syMiIaGamEiLTN0wIu1JVhUNDUqT36EIbjFNrTdkxBA6mqSrj4csIAhwZw2XJKs2SEcFBoJIiRj+IpG+syqzMyzyKaX2H8GHYmhmRjdWnIWBcIVVnjIPUmS8KG/S6EpftADga8m+0fYJcS5xc9ckTX2LihtesellyqGCETHmdz1rNzXQpXjQ0MWpti38IsXdW7otAzWAmqto2VTOIRFUexN53yvFQSy5Q1Vpz3UG2o0IeHLABPAtURWsSAW1l99y7t+ZmbTtt6uYZT548EZHnz59zWiO3rO97YYIkkezh7hfqmILDa1ECk3Jkiw4vptZqaO/sZaFtGYAC+3xrn4WjepRDVgqE1JHbVW18nzPm3EPENm3du0pNbrZmIHueYrBhaZLmUos0L/Y9IWjIpBdFCxPNTFRo6/Tohudhrx6cAiSRyf7GMpFFqsoZmyIxpxqII5ooW6HDw5qqtt49OUZmiE9Eenc1i0imyWngq399HPM3jv9qH6l67rupKcAROAI0k2YKRCIMatBgK0awm08hzOq78PqRpEAEm6AwSPYAiHaWSIIt8xDJZhaBPcNERU0FTh0HsWLpyJaDS2kky4ajMAOoSuKWSnn0lWBRSiyyaBIKCMrZfjZ1fZrecb6xGfI43Kg40xxEHA+3ojEy+r7Kytzgu8PloPYd74OrNdtSxpOK6ByFwgcIjrSoeJvQxo1/NM3J8t6hVzE0bQ1VOARuZH/7aNOvet9ta2atWrVZABrlxVSDP0gNwkXjXatkKnLgVjHCq1juQquyXE2tDYsfl8tu1tSsnTa1g22TT/Tw8MCpmMNUzedFRJLYQVQdxZIX0WN0SsvoDL4y/ZWEHtZFtQwVWzHrbPD6dJaDkgBzStAa/TWy8sgMgyRyO22R6R6bmcgASCTVqvghqwQJpioNF8qSqpLUAZIcheaRgmbK9msV5eHDuo8hMGjtNJ7ORCe5WQUfpVbUpcDcTY8uo/m2IPMi4Un3TmuUoiLCVsyoASmDxoVnrl7FoTNWoG7s4QmYirsjctu2BpNMFVHJ8K5WQZa4K8REI10EatJHA30hzRAT2eGpQACRptoDfAKPkJwpWhYkU/LNAwpORKgjIyM5fK5NgWBqwwqZP5xAjJCEPsh0TA6VQ0kipjGYjXDLm9M9Qzl4S1z2EjCVmkP3YRoXGcZLRI7LXpmS69fVrxb7IwUEsoOWQowjGqb/VxX8Oh7vCtq8+aKZs54fmDIxAx8fLyrRtrWZF2ChipCaLMK9F804pwtG5gQOiJcNl4ynqSwI5YRmluyszIgJAHsCuHp0ctiDN2cVTIM4Q+BjCflEmVB3RJDijbUdQ1putoPHF2OczJTSzazWikG55MjVkqegmjXN3DsGxjSSiZONpCYrxsjyWlMpiJ4yyXoT1rOahnTnSZ2ZXWOQPBRdNiDmUfV823iUeTRO+dRq2KmGxkw1I/yZxbTcmlalb7c6IIVeK3up2KDACfNQu7DsSJSdbc3s2MeM61z7LSzIJkx2VqkUlRT561UVkqaqxsghCVpFRGZwXHpG1XcD4nz4oV4mpPJi5WLVBqqMaYVDHmYQ16MDNtYKInBi6kOndCJeq5RwR49FwrHN0wAlq+YEy8dWJT/Mx/z8aqRkYJkYkd68wDAlx07LKI2roHNBZKavdIS1ty9Zf6C1SiCJd8FQBTayIkElr6vaXFceD+GTRQnDh3E53rxBSVqbx1FrB/8G/XYv7u5xkYRHzKZwximSqdYmGwsO3KcMGU/dbSswknDPtB2sW83M+/t7G695P9u2RQRhmrl3Ol7ESH1MSGAEKpl9rPz6V8AoXspMwBFSHNvERCvdXk4BhL9QVQEcbCzg/h63sV68znsC58anhg1qLnYSDIed2alQqQRTwMHMj9r6mECdKqMY8BAzrjOVU3KcyjSCyMwQGATed6jQTwwSbEaKcnqupGhm7H1PIFI4XiUxte8wSzIYJufRvh7YmUWypUrnS8WyevC0Uq6I1E2UCSz+vyGEnNbUWmNtAkNjSm9WzRA0EOGmmolOFvEiEkoAk5BMBrI+f+49zAoQbFNzeBTMZ5u+2VqBGsdEsRc1WAZ/VQ6U9OhRo8OMzOFrBbLakrhcIwaSYQUWrLdQmhztxWMDCp+oajkdij5cSVn3Q47813Fx+koRqWo5YeA6HeszUQ1xM4K8SpndWE/KH/ds8dqOCCsH7SlZAnhm8PCl6WSLcx9WpvxziGnNotRq6g2IRLqOesj5YkQ2jxcfmq+Dn2neCWnx2JY9VZePNm00m3149M/r8Lybz3VrSpYH59VsnCKziRyCRAZSGOWhqr+A0WuYIHfJEjRnayS7ivLqUFHweufTGHh5Nz4z3JlpiTQLCaJIkQkpHCSoAh7V6s15rO5cQxvz6vhcNklti268bIOiRrWqiFW7h4BBdx2BVWvjzkI8q6NEpBw8NY+8XHYZM9SnGs+zZNpxVY3Ioi1XzBI7UQU7mcnO4SSySxnzBwaz8OjFrXWuRhmMkBuc9p2hMDOL9BwcGpRcLCMeAbDNPTOtaWYX5r97tFUBpqmWpY4zB5o9zt5bYVrNQ4lbiUYp60BJalyLrLhvAoDp1QWGCZiAK2hphiUaHoHIirxQjmTxf3Ip2UCFndPpkCPSitWHnymnYCTF50zaOJmPUvs91yEHsIVhVDEOvT6amCcINTbp6K4Oxh/ugei975dLH8PlIkJFdDtlJiIcCbiqNmlL7dKh84x85z9V9ymRk3dmwkOzlQHDR5jOzngoWrqIGGX+lYGufmX20vEObryYcaZ1HbRpZGOAjsNoOWFyIklVwzSALhFGMDRUTFSbaVF05qzoBrPVGIVSZmPrR/AlIkjit8KSd0Au+67CMVdABuDhzmQEQbVt22YZQfnLI4MjwqraCGi6two7UjLraI6ElgfhnoCaWXeaiWSxrBNpqrMmL/tFtW1bi4VpbLUyqtN9YWtVZoIVhu5dBpYNjhWrmVJHoJCZRIt0tOa6O4QHSRRGweBOBJDwbKp7ivcOZr4zM1L0qKuexpduuJnVJDkAkMhsUxtj1C/Nd+ZfzoNxAKS3rC7Dprzcz5mqNVftCpMVGcDYNFs5Y08ZEnwcUsPWzG+c787/rl99/Su5OX2RKjJqflChPO9rcXkKB1qvf1ylXqvDcvw81RKj2h0FlBz+At0fAL33fT+7e4z+QwA26hqCRUMpGAQOc1lmGJtLZc24fq5Whp+kfSE6c3OQYMxUs+FxDZimz+vzJBzJbBqKYzcpGPTFSqKk0ilmJjYGvGQWFk9FGvsaHscsC6m81ZD8w5DxcUbjb+HEtEFSBXLaeydtMZkkvYckTCRVLLV3T+ST+9O+d4xjjqToLDxWsXkw5HEoDWg9ogB1T7Ompgg3E0SWIQ1PiUytFKywGjZEZN+7WhtQmprq7uGRQRqKOJJ08yhaJWrGKWYGVe9dTZNYYiRYSqfpngY4UhXsCpcCAFi1BWJDCYjA1xlsAvrNvTsy1RSepsJQlO0HIsrTDqPJLhbuvqHIZdfKyqwo7wu6WiePu2tF7oUmHvo2m/BvXyLXJmBceQnaB5HKfC06LKsuDeOCzCLuXK+5/nfayvmB+c5QigSQIUCwTSno1VMex0rTMI1ukCtTuJ7Yq8Wh/xsjxXZlGsfS0crkQmVCzZlJqBm60lcXkeSgAsY1UWmkXBQbYwouBneMiLTWmFE6n8+Xy+V0OhGgIdC77zuRYJqbGRFMaabQTNng3dLkBCKKxcoxuxyWMHPavshg4xYAGVRMUg3QQwBq/AhAKzkOMD84+qryRUZZCh+TFXyruK7gBfEa6tJ4lmRpBhOJEVlRVZTChEiGtE2LNQIa0UfzweEa6/T6rQbRiBokm2nAVYD0kteBrfI+s0hFMzNba5G5dz8ycBDT5qgk3dSLktqjJOdgm+dT971rMxVNDZKJNk1l4joD6cOr451oLTX1PasYekgpyH9a+IJKFqsxSsZIrIxkbQ5t5WpAVo3gNRvnGlM82JtLXcgkkJEyyIS1Ze1a5Y+PmcoFu9RFDxuT2bVwNWGQUs4aZJ5I8574i4ysJORoF8ByywPWKddCjnTeEccJwDxmJAftJYTuLxk/hBZdGHMCISapiYJV69wddpMc75kVMV3b33r0aV/Kk4mgA0o8B1LjfcnqvqrK1OcJwQDCY34C/xGEjAJRd58BAzIcOIk2qKUIEBAEAgik+e7IjDipWu+X+eJyEdxlPyQ5qCbYTIxmhavNTNWAXp4gAEnOBpIkuBG6BKo4EHHOomsCdWIH5DXhhnhYawz/By4AAUD2o6QPZB6OUa8y9er4mVDIUEjjfHsgRYO4B2ZuKIQQCarurzXCfX2zClgioqjwPFgdrugmiOgSaKYe4Z5m4uGZUFMIhwu7QWdvt6pQujJdICowxSgyF8Y17h0M281E6PodGAWX8UXKRx0pmukZqCBUU8RTMsWgyFCoQRAJlYDcbScBqf1SlEUSTg+LzpSIBYgmIlW8h0hKhIl2T4k8mUWKIC49oTZpvab5mw5KHPxBx6sNQeeXrflmmSaD+VMhhgWZv5412ovK5Qshy/w+mWFmjghzWjsacplREliZhasP1O95rdv4ZdpRGXpfTlBCoDWWOGuiuOQR60VVtbMO+KBJHxHg4YpgcZSiCjeuGq/na94b41u6XtO+zF05nmu8OCCZ3onXkMM2sC5GEnUjrAM7YhWWV0aIZPdOt6Z3XkHZEsnDh3ZkBlA2pqDQ3HBg41zzmFycooQ+3N3TE9l7ZzduZq51g9Nu1tZgoHNSmYlElZdMIn4d8xsSAkjvNQOEPholtI6Ea/7G2sFFpgvCQOl60hlUCBlkZEapUjeTiVRiQ6MPSpxJn4jKHhFBDQintqlGhlazFYcWwYwcEQIYkFYVTDBr2S/I4iTOauuHmVUENWc+MSoYoeWUpVWH52uqdAqYQ/EIHd5TipfByUzJAEzoHCgk012qWVdFNYO0MTzhwqtITCTlvHeIqWqReBV3uuYotV3zCZTtySiw2p02zEoZFDmAQ8rN0oU11Ha1GsOyHAtx4ywtC1S/kUNtZf0k63hQrhKX7urDJQJHZHRAMxOYwLA6ANjzOm9v/IbPxJ/HpKti4ZIX7eb8eZqhsT41Mj1HcHFjX8YPgZmYGCArJr3IggfniByneE0MpUg2lzf3fQfQIqJ7HMXXqKcOB+c6Og9/OZ2ePHnyhLMN1qNmgmu0Mkxdk2Jm2zbMrO2ExLMOPN+dkAkR9yjDEvNxZCT1Yrgfcx/D/Xw+M78ZY2ZA3Tt4Pbl5HyMcm3E6P82Uh4yer5lQE9NwV5FmBsmafgXRkQFQQbLCBaWHOUpygCL9NK0S9gA4RSB50tbYySoUnM/Ll6rSzadbIyvKmDm5dYEUbQZ4OgMWLS6Osn05ILYV6XjR7oytkULHJRVp1rLqAmktPZVFggo4zQ2L8UQkkB5etZAgqs3mSSMokxHdHWpV4xceKIspEss9HDUxU7y5+W09Vw89HIWaWtVKs//i0D0Z/XjHpr+A7OIK9DnenFHlRKcxXJ0yIsog6yUX/A96VbzCrywuCIhSKrNcMfosIpAMBMkYZuYdIC4jcoyAwMCTxqEd8/SeQjCN8nhTBbclSLiFD8ruYOlLWteKSzKjKn6+9259F9HUNoe/KZG/GP5FYt/358+fb9vp/v6OhTlTgof61zs0E/R69n0niCOTDnYR6/TMiN490+XaiM/FGfuoiESmcnThMAQEjObHjj+/rg+Ya5IZo5zvWENRmXs0d4H/9QFIq2mEG3m1BZa173RqYqDLzu/V7PvoEqDgZTLMj5AIQlFs8AwR40RgM+O0XxlDl8xaVAcmfWoRqarXcYKEQN17moBjthPV+zq9mmv7ciM8XEkzy+DkbCWtrgAz8Uq7oWqAr/JrWtR8hA+RMNHOFLCINt17coCMVeE7c1h1+6oKgQ8EIEdYvdZ8T5iGR0WbUnvji06rXMxBzANUB0B9cPYErwuxKGOZmIEFXi3ZFPdDLQtmSUhMu1dB0li4pM2ow+HIny2WCrmUUVWElDNQY8ONRDArQWRx7N9I30wjWwqjqtXRN9y8pfR+WasDn5uPz4dY35nR+7zO0FL62E4sBhi9gZQ6BCSUg59BgdBI9+gaIiE3EkkjiCoI8svl8vDwcHe3mUlmVX8Q+o3YzSSiu3f3fTQwnS+XRsrxYTiSH3D2kkdEuKAKwTNClhKbuSzMn0GESVI+cndvrY1iAlmliCFgElwbJSrlmF4b5bIp5K9VowEKd2uNQD11IMIVgAQLYLSqz6pgXwBLYbVcBBKYAxHZ510pZkXU5hZlsqlFhKoxurR2VMyXVIhgllzYlfNI7zLLBxzxUQTlFglrNit0prphyVH69Wx7rlxJrPepy8zLMcGU6UQyY0Q9xKAV6VUCI2K29w4RHjymGom9O1vGqJ6nbfNM9ys+LQbd08RMS5IDeG0v2pepD14kkrcNWosKpVQHfOJlL67F/PpV96ahOT5ddUnzkwfuPf+KgfrNrV7f3gH/lBeDapERGRU29UmK/nGM1rvVmaXTcZm3fQRL44UVMxo/TwOaSZK0+vOJXI5DT6QAy/qipXVrLmAlaMcEuvU+wn031QjJkJRiXpZp9Vh3JUKZ3vf94eFBRt4KALNLtDU0nkSIJ/q75g5yuD/dq2l44pmsAHb3WQ817CbzkqyOPQAsRu+qjMhmfDAWc6zRuvsYEc18U5aoQURsxMCzxYZGNjOhYk3DvUmDTO4k0IDwshrITBPRrQ1GLmQqs5nV0tokIBHRRDOhKlY9nBAwn1XACHkqh1iJVWoWIyWQIhDVvgfZ0JVoOJNoKjPzOI9/StSLfi4PrRzl4KqaMUSkYDqEZGuMnErtw4P4BMkPgVSzyIjuAgnC8TySBdtmOz+fYDI7uscR6+jcAgzBmxs9H+Go/V1Vd3gQJSgY3kPmD8tYH+4DjjKTK8Bi3sdLlRMF6L5orY54hX5BebEHfnT4yfUHkZxqPOrKdfwJwd9yWwZGPCKnWbd8FTT9u19XdnDVrrkmHj5X/MaRwWJ65rPc2Ovj6fLqn7W87mE9QzMsxRMsBRuHXJNB1FSBz7738/k8bQftS3VvLlmh8/lsYwDQouQTegnvXUechfF4ef0I85Grvhtl8lT1fLlMgHnanViS33MR6jYiRkR4bPqNfM/P8wdyUDWjgsNEXXLUD4ElngPynMKTUNGUTInaNUJq1WsV5UTGoJXgr5IFr1Le0xxBqzPLMYJrjJ9T6CBxkERETySO4nssDxujxAFLrRB9h9muTT+gvKRCzYVwENPWEawYrDBAyjse5hiVD+vdq83KTDTJode9q9hld23Wa+VFg4SBatfz/G6cifmrNo/WaXjqm8HCJxR9BkFpubIOt5owQuj5/mpibu5jPb7qQjIvP2Th8CYOQHF8OiegcKPbNOUxx6kdlYQ5Ho16W1DcIWS8CQyno61m9+qR+VLVmybJ+VyxvLKGJl3xUcVoaJzayGvOcyBHxcSyKaVdeQDGwQr68b8SfUmp/EwASLM20WWalfk4TCoR910nvU4MaJ5XCwyc4RGIClSvW5aw4lMqCFa755peoDrpKL6KpXBxLmZrDdP7qzEMRxHjTUyao6x0Lin9t7lhvXeyBRaTDqrph7YSmRZQbcDBTaFF90SEuXpBM+fMiwOzb60qM4ZxEakqQRmW5cr4Tg9lXDszU6oaGKbKdrAJ/crI0+tgmI9RmMclwJF6xaz9iPQIHQAq5Tsy0tRaaynC1AVEGPY2M9k0ku0QdaskG2ezgqhIwKCp2RjVD29llnFOSbhR9rb2FvJAL+nJELFMYZcEioldZnHNajiWSGzw7EuKltUYsegkTBx6i5AKrWVrNZRqXLP2WkQEYgPOHXzhtDxB/7fc0ClU2SgGdR/lo1qkcmNFqnGGT5LLiogg06sDO00mQrN4K1O8GM3OY6qqPsothgxHdj2c565MvZ3aOy3R/JOxpCl6RTMso4POzJCG1KxsbhCtS6Qu1XStcf4Py4vDTDL7uI53v+x9777v/eLRgYQk+xsoxIPAkbhBIrNO39o7WLO+71kESNX7xmZcTg5Ts3myZ0Y7bQAkjRdbDx5U6AG4qzFZpMmy+aVNd7o8syokM1IsM+FJ0IcdO9lTTRORKREpY3juiDxljKC2oqdKid61mbu3bYNIeGSMhKC7mmW1AoVHmrUYmUlFwnujVHsHsr5JkokClu+JUC1DirYxQ4RjJE/bhqEyWI6cuURT8NxDlZCzekQPF2szBFFOQbEmSIlo1khhqjbYCSMQaVQ5FYEgRhFcSqSLqEl5/KrYRHskIpuZBIRBsiAyqtEOI4o5bvLorG7rHl9boIgBMq3+y3p6TAN2c87ze1VrWsPUT1y9cmJgvC5N8bjydWrpUNQR2qDQ7+GqzB8prDLjrGS4wUT8jJL+va8VF0hEhC4O7fzViN6revI41Yc/chRtvwxL4mcYs8wlvTFJACK8Rqq8AIERiwkPMToFIgLMhlIVgUxHoM4oBD0anhoRdQNVdrygUTlAbgyco6yMdyG4iHJGZriEcdLqjA0hYpaZ/PexkWIZEXHI0rKbKWz/5RNA46iaPbzjyNSACmOxAiPtdMpMlYbqti5yFiVwYsPZKRi1k4IHLLMDTaJZa+NxCiqdMq+qHtlv8Ffe6aj+nNu7bjRGJb5MUu0F8gOgVv7BfMZYmntkcWz5zXW6I3WicMNrz9Tq0khyaJC+i7w6dSCbah+G/4AqKMkCIJnxcPYsQMw0WTWUUDX0aiTj8uTIGC4gLwNDIlnXtmPqg07CruvXjS80//ZF/ZFCUV7+gbE7hbYc5mbqd87PDAuEA6Lhj9XhBRl9g4w484BbqscfgCczEddp+5fc0sARxy1kHolsYJjquVw3SzR9E566gWCr3lzb+VexEDWMjspRPXwkIw5fag2dljxLRnaEldwCqqZkUBLS5LFJsolIEM6HsjWgdzKHdE4OyFl0PBx5DJkFmwhrwHtEZSLWnr2rG56el6oOXi6oKi/Nyxo0RbJ43sb/Q1kiyep7NlE2JeX4W2FdNgU5g+ZsauBMzXAnSR+lKkAxLuXIGfMQyBpbFHU0sfef/dnTvC5gAq/LIQVDOhIYQPghDAeBWVZ3VcU7Ux149kVEJsxa731OXMjMWUSSw32bPi+uKiHCTLH3BNq2aXSZ7QLDZo9OzCTCVaffdP0rpnN2S6TQzMGTZLGFxpqqsxdixGU09PPQFhGPnIK6pn2OTLYsEfIU9PXwzBfglenOrDDhMFu0dCPEfSF0n68rA7ckGWhxRyw/wNiB4NICE76rXa6dG4ynAEYjEitHM36oZZmvQwIyswKiHIDZVY5j6vn8Ye1dmuctBhZ+8y0zVpp1Kzkgm3mRIy4z4wG4RlXzW5LjLMo8deWs3zI0ZWuaVcWXdwbZyAjve92Ld46izXAZM1DYkRUxZhUPjEJFdETgq18gw+7wEQgomJmoACIZanTChWeDhFT8irIsGGwMPKpN1b2rWnqIDtxhPLW7m1o2lbEL0xC01iI9q7ybUqhsO8kx5MRpVkRFLKvROLPCZ+lO1oKKu1cfqvDXQhgKQgCQcE/eyXGGsexghbRlnpGZOZgtMjKSNcoSUYXUwMHwwNes6oxBbyoiKtb3LioK9d6B0CE8UmtzK+FDAplaqhNcBEL2e+J7BfBBhGhD/RFhk7N3iJhKRkIFQV8iV5d5VtCAOaapEkPBQGd5VapVT27+mYcxq3dUNXI0CizmaX5R/clykRX8I/A2hSZiaQcYpXqsBRnuXp0ovLLmUUfDzngRyVxBn5d4XlOCj1sqnRm3PTv6Fo2amO5k9Zy/Hd+lzKdgFMJPobku08pMqBpnD87quwJK5SqzN08JqfmKJ0Z1gplEqf+JJBCVws+qxJXKcXb3nSWj1aC5eGHj6XzeNn8XGTIQr/WA1aMN8jhUaGiYYFfbBsGypAoUkjIf81DLDCeLTvm1phDR5sm5CyKDh02tAZAUsmO0EeOUDIiNM/kIxAQK5QSiqtYDkJDuoWIcjEbUFPNUwzwtDjlvrWUd8vT5uoiqmnNitEhmsLUYI+LmDdBqF3aWGUDnvO1mlGaitTDhJ1dxpcCsRTR8U5uKGEx7IJgCz9z3fmpI09S0zQSRGWvpOZ+OfdiqVQ+dZHfV4svR5DsKwET3COX4tyHpFeuMLhcZcGFmHnq65pj4IWbIhgsw1ngQXM1cw9SxqcyLruY058OPuAo+V2Wm/ujwqjF8HxLvzVyVlD+63pIQZo0RRZWzC62KNZTvG+ETRV5jz9WaiB1GbBqO2bc6832VmHghVCzk/4d4bSmD33FJWqNmp1Ucy3CJH58o2PotHklYfVGzBKQVpWfUISMJ1vKVnnA6iNA3GbFB0EvnVIv0CN58uGQMbqkYqY+jqjAiejqSg/SOLOb6sHaMHDvSzFrN2AJhbRts7JpthjxoNwAWsXKIzTDWXNhUoROUqdYwYkuBaDsCSRn1ExAgbY6HB5CIyJSsOXlmCijb98xaH+O9MYLy+Wg3Al92M8sLmf2ZplJ9Q3WCJo+9iOj7RQRMrLMWtGRbpG2N7izDWG7haEs4svtYzEre5hkzonBsUZGgAzvU4oAFa+rDcbANsIKxAI83M9kvrIiQREqKcRqnkBCLK5pC6WKSbjEoOFxyIT0TV6yt0jzVQNUyr8aP3sjT/JPx+UONJzzi7mwOWj+8apG8cCl+evzvxl0a6h7jeQSJOTmEkhFJdQquxtjxeYoulm5e/KUPmJSFCJUQsVyi3LnZ651PJG/9luRVRnw0/zCH473G2BGRlYFez/Ys72NUXedyAzH8/+NZCAbT/cnjq3nKEXnx7oRl0oMTzjIrqBSkyWh/gaTK3vcDjxxZA7LSzjFGN5uYSwwuMph0BMKkaGFq2UxB3Hp42qBnMamMC6AROXICOYsdKtLMQz6n+hEaZaWSx5xHbvA+t35EJaSGOwK9FDRtmdkZGS1xa46YJbIrt0QUyKYmVeo2PHeFqu77bqYiRVGeEwcoOl7ZfRAyiEysQCF9iTgmFrHCFzwLdTDpMM7zGBlOSVUb8z8oDMkGJFnQpXL+x+6ZKeuBZJRoy4xBW+PGnrbT3r17b+20JyJ8jofkId89Rsl1rGdqm6co/69WZNixQPrT1sxNWv+5ejQyByLJlSZj6CdQiG9i8U8OnZwOx01AWZW4S4hUPh4qsqWIIhMItllPb1OWq2KqwXr9VXunrNBoIVLH5MPjPoeVyWsP5fpxh5IPvqf5/gwubtYWZXGuwjpTY34MELKOQ6CqzWyx4ceLRz5vjYGke+emjTvq3OLMWTE4ZWDU3gRJlZBIFvU6iadFaKesVdsO/W3ePvVwPXspQhwMWfDwccYIkGpKZHdskRir/CkwJecHYjh3Z3xRmT8wQNPRxjVkS1O9dyIoKUfh+OTSJ7tos5ZI95AqCtPGtgnWb6512yiSVn47wQEshMekrB8eEIKAK9dIKmiaT9vdU4hzQ9TS05rpdEivEcwpq9PjXiSWU31zopJDrnBIXoUBh3RFhCijWoGIdxfRbWs9AlIEVyplnrbWdu+qtp22h73K/2QUKAwxzIWCI6d4t4WlLCNIZK/L3dfd3bxzY0EWizN624Zh5gIfkOEwEjIqNWuxAHplkMpKjYSDAFYlB0LHP4vrZY6dm5vGeAmDRmSkEujkTwlb0TiAnW/jUlOIVSGqVU2bUvycmJXyeKGCbnVSDqshkoHI1ETIbUXZXMwcKMw4k1uOWRGi4r1GDmSIKkeIQaRKwOg5ZnpTY9RDLDgiRSxTI6R3HwGv08bNfFZmcpAQL8IkXM9IJDQhziJVERh08l+S8KtcAAQA0zYDZN5tGQJBoIzCmqkhGK8LO3qtWKaMiscpF1ZVLVjFT6SqE1h8W0vHQCNSTTPTYO3omAOrDlSVk+24DBFB6gki5fVhPv9Ik1ZiHgJARz/D9C9mDCsKiTpxRy2vYo6yzIQI27impWKPgZNovcnlcln+9sjXTOBfRCbJIYU8M9OdOLjQlRclTb0KGf9ygC9w4q0yJhIgER0Q98rid3fxSIkRlZkGgyBVcExYmvgGQNvD7lJnXYxWr6Mpcp5hBy4zTcnccl/olLEg7fOdaeDXQyZX7AdAHkfQjZFaZevGYC0mRlDDvWRYQzowQgORFS5Nq3dY/fW7XvyW+eCesd7PYfWI8CTnwVe333qFGQRFhAzr+OJ3zXUHrjyXKUY3Bn2ulaoSsqHhLjmuLltEhmYN7BKOH6DlmTmva/gQA5+bwVrpRpXnFd7P/VPVyIAnoKgBCisIKjqSo8fu56H806NBmcH6w9XKyDXcgCV0nau0RF5KdZo2ekpCzF1fU3tk2138x6micU1PUQZR2zwAFoGR6WGvasKgNkd55I2MrdoRc0o3zQxTdpXKwbjFBKAifXgBN4K6ymouRTSY3gFGoDCSgNM1nSMuRk+ijOLgOpenqwVg25pHeO+8rJixtEFGpW+tcATnwuwsLl0efJU0OVqIceAyuKYdmHZ6/eMp6150zZk1m+DAFObqzG9b3ynpoTmNm9q7YemGR8mBMGOHkCpI9rMOA8eVLY/tSqPWh3qp8h83ef1DbWeEmFXVAyzDRUBCigF0+NWlrst8j9vI9TNX0AzGNmNxr+QaCJByvozzOkw5KbG2kMwCUBWI1ck01IkqEkX/R7uCAY76NRPo0N5MEmUyqeSg0wMKZc6fczBIFCKA8v5s8CLeLOzh2K8bIWOkkQjhAGqAhA/IcOTmRI4dn+/U+7iq18DYHVmyuDkKXlbRx9LkEWRzQBknyjQLFlnAKmPdtIhoZzHFcSSse3pzP5nJwj4vLkoDiHoJQiswhSDSEdt2mm6LqQw8LdabX58I9JdFoCxTDrBvRngU85xmqaRkYoVm5qESkSIH6DO1XiFeRrDG4ElA1So9k6Fq7Lm/Uat1r1XlYBdf3b/xa52PN3QAqnOPy8Sg/N6FPkJHvDM8i1hGPl0Zghv9H7XCmQnMlih2SK8uYp0BSX9UqK4jenjZaz72eizUfwcl32FiRv1x1lGfObGfrNA6VuueKUc24woAXmGmzDH2sbK/I+czDiTguIEbS0QcQZXO7/GQBdCMla9aieUZp/GS5YiL8eJXuDvvYDbceGD3XiTiEBlkl6PWv2pYzSzHcNVBazQC/pkcwdXyzkWeS7OicVJcxVfTKVEaW8ANH+s4NscHIhOcyiTGz8YCbay7sLYIqUio5iDuvFl2WcLb6SRW38NYWMpcDh48mulSUk5zjbCmtXaDcJYt3InU0AQ83Ew2befLRVS5CH6wW135evMO3Z2QSkRkXNevDqAdmAXot+uQC8oDDvBatB5ArTqpF5JDayMzY4yBSlkGto5FW7asvqjGtq+6sS7o+pqKJ6M6cNHYWup6Z8B2RCHXeGp4Csmi7/WAmq/x+APAqdK7yCrJi7GUiUQgpDrjEpCMgvmQh1ivX71+y8AWrwwQPVJVhaWKSRGm6QqrzkVcPY71/fkVwhNmbGqO6pKIaingQI+5vDoKT5alAHAcYjK6B2i0TcUgghrmu371qmNl4xYZrXdmDyfINpXdY0KqKeheV0+vOn3+pZm576UDpOnKq7Pk8GoHEj93YZW/6QuMey7qhtvTaNm3kn4WBAEYpVU8a3M40cByD+OpVzNX61Dd04f8T+OLoeE08cNxUEJHuiTyM1NMVauvkkFHuDOU19YS2Pfd2iZWpoeNQlAJSYRos713d5hpQqrjBCLHaHlZlWUNtLnaPmJH0BstGDEiZNu05vtmzkYNNjiUK23FuSlAEVyBlwkoVKxHeowagJbu0BCRQ/65wis2Ikv5TFv3mA+wWgT+7MeMgUqWlYlBJYzlqIu5UeYctSrXYRt79yTtmH90vESm4y2TXZ3/LCGo8hjqFQ8NVqiaCEttKgzRpWzsRuCmzM4P8w75V2rKGi41E9UEgmHRNTRzmODCH27rg2Z2iWuHazN0s9Sqst6bLH74eqCppqpR46uOS45wVUpGUOdA5Bi8M12VpWXcHaoxit+x5v2ExEZMGB+PPIOyo4qqGKEqrJijMsfnq2HnRsxGy0+dUjdb/+Lrxfh9vdqqcnOHp6yvpm1KwlppjWJqSoFERu9dIDqSg4sRDFE2WOY4LWJuUDirFjEnAsvSdq9qYwy81vUiSqZN0msKuKgmBrv74ibM3T+UaNRqaZLOL9fydp6HKEAjA8csgPHINZaed9g9mKIR+tpIYTpCRzcwZ6dERKbZxkhOjtaovLlJ3t6+7zZnS65bNR2ZG+EWkXFujGB7lIkkasjfut9cUF1q+ea32JjIN9Zj3AAwyPBGVu64twpKWF+EOnDX8GSpBXgBVrz51WFSUSfjXBdjc6FpSlKFhEFpLSuxsLmSV4ZgehwvfimWgYQ3H1jUI2LBd64/DJCrQKYjo0y7YvCD0AToZB2TUTJ02IiIZTwLF5wZggqWq5Cs5GA5PKWENaAyW5a4p8naNj7GuiC1PmOjXzAfef1zCdjV376AdLy4qvNjU1azLMOt65rJXFVd85hzBATzobxgju2IYEEkE1JV/zWqqGVxgeedTGnHdUwAHOW8ItqMsM8Fg1ZANwvX1PTMQAH/83nNrgCvaV9ysHblMHa15wSSsuTG3TlrYQp5DqBrbJbYyFHQvomJmR2FlKYQOGsykTW8SYAhMKsdX806F6RloWg8bo5gbnq1Q6yHnrlrVT9WoZosGrioDYU7xvFzveVXYrK8m9XpyxNzfiyzqhmFaOIhfMkvorQnBCnQpEu1yuuAQYekykxODLMlIktzobbiraDvDXLnic6EXUMAAQAASURBVFKhCarNmDEzc042vHYJZfBRZJXnE2ZUkPQP42bodgrM6gqzv2m+RjACVYxyaTMp6vxpqubyUr0rg5ZI0twMOYiiH3fRzMrgwNkTmeydjDG/sbB1VaOwqBReSFwmAiopOuiyMjiVORds+OoUPQRMFgkQzCqGF0Kq9SIvvmR5jY/Nv0JrRTGBEdpTswa8JZFo4y6YtGzNyhlSdfrCKFeROsh4bCRDKtabbTGriVTV7iGqpsUcmANKnwc2fcxwZ+1chQk6HB6KrlaRLm8ratCFDsKttBrvi0MWAPdwMTMjabJXs0gFhkWwC4hIqBCDL59YJSJIwRiRnpEi7gE1qQE5Ymp7dwKk1JRhOo691uLKkwrPlKVBo01lHI/Mh4PdojR7kMGVO3QmCbzJUZF1RMfUr2T8Wzcx1WDeU/0qeK7KiIpoaJXpCCustD6cmLUI/IdjdDAlMmqO1zxaFSP6qkYGHYHF8AxUxVprrYlCjCiEJmb1ECTVvaMIaBCruzXUaYqd1HmylOoHDSWA1FSUbyKZVdwBEV+oAw4TNiZJQNJUNzOOLNFxPM0/ScAxYK1qmS3+EKJDEZERPSOiQgbkLBMVuqMsy2NTC3eclobWmL/lhvLgYwQsAlHMO2JLBO1+jubJoZBHiDrkRA9DM2zK/OHKgC7uw3xn9b7H0t38MIKa4ty9vjI7/orVUkiMOwpph/tDmCMCIoYWgUx2PyUlKlGowkw+ztDM2gYgMwjLMwIVCMJU8yDQbZqZouLlTAhUaealUBSmkiZmWondTCc7PniqZ7RmiegprVmqBoTE6iS6H8ouyFARNnk6BJlj7m7WnHJKIEFoMTOBWIabtr0zNeAxFJS4IxKt2XRnavrgup1xJPzAimkuwZTjac4nCrAqw/zY5KkHrmKoEpEX61WHQKyH2PUvyxNZ0ysD6KhBUUjmvxByJLczYwjuQWHLOOFwsWxAMaZmRDxkagX9vmnJWKlWmiWH68CfVuBwqlOORViXAiPHkRNrKNOnK1HzXPbhhYGFhyJQtRe9mKslG9ZtEoBjuEgxCdwgyJBi9qrJgRERoOE7aljLcqkiU6T6GmRmKFiv2HtmcsRKmbnBmXDTtS8vRENjUzFSZMdDvfTR5NpXxWJl5juLqBxrnuM1hRmFa5XtwegnlAFSrPejpqiSgHkGlLiuvuf8xsy08iWFxelsBhIIxyLIklznhkDhe+cVc5jjmM26Ehkzw8XUUoV7VSlDokirXt/e3UzrOyGEgoKYZ4SppWB3D/Z9LTHUDEOYuyc4FxGZwRhq711FPJO9TlJhVxY8JKWwSfRXlzTT2MaKcqdwHMqwGOmXbmStLLU0kUvN21DKAyl44SKsxNUBDeZw/2N42MtfFkle+SwyB1+OX2rZmrI4kUczK09fK8xFzNSalZVRVdVtG5WsZT4AlJVnb6oUj0bA607HzM8XHqq6XamkRzvSuoyqGggNicUiLzaoHH4khkdbPsAqzcf6jx9iGfQ3tSFERyzEQLLa1Rm4QaDNcrRpD3/QZ32XQGYvX7JetlX9k8h1PfdR73PMkF19mZcuV75A5vKiPVqt8zSm81cvWpn1OusP45+AsG4FCrC5yLiki15Mi5lCK5Pr0fLi907TIyGBGT4u6UIb50sCqBM9ArunVoSRZhazlJYBkapIemY7pmW3iYyUFVBhDcLl4mpwTWHxnUQmVIaYpYSD4xrUdNSvyXT9KqGpIgGFpGLfPZDuXcVOm8bOoDGq1yXImFGcWZC0ZphVeS8C+Lr08t+IsixFSjfbmZWdHWPMXzjAXyJVS4IB9fmrMyEzIRW4ZZ2p9VstPz9UZqwUCgE5TQoVwGF9hiikFLEDCRbV0Jq2ZmamKqrWmmEMbKW0jHhLpMCaum6dQi+DLfnRFRJe5ftGB5Q8vj5LvzCIeI8bN6MzE5P87XYN6zy8ik2mr9E9iPq5FyFaREi1g5WfeaAk44ZV6bscv6+8oUCqii/V6OCXoN+eK+PxV8rhmw+Muwdwaw5eumJY1Hh1q28+nNfMEus7q2xnis70Am1xpowx2OuuZWbV8S/3lqMzLheBnzoCT2VH6khIC6AmsbCClyEuO55CnKyGLNEikPui3I02mFwoNiwjiEgVNGa+BN3jvlkKeuSYphrM7rp7a80Z4wCgT0ArKDA1KEkeKP6SSZ9JrImmMvgW5Gmz1mzvjuKKgSpIPTrOQSSyzd2aS1M606+mXsxDQ5cE/vzt3Mi59GPvD3G5EZSXnlHjTo7TYx6AB5gzOC94gUwmyxMVc2Ke5XkMw6RJVvpoqqNLtzVrDQpV27bW2lbojBnrDDMzkOEMjN0XVGjGd7UgkesjLI90OPDjqLlFFviDew09z/GaKxysPAaOSrcJWY0wUBbLIkvNWIxACZgcC1mbn8msgQycIoZBCDnQkGFQZDxIidyIfqV8maF3M9jEdKCG+q3vT+twZQKGkVsNzYvysy7yatHm885lfPFPZHnlETeN6wiUdjlzLjfhp8NixtpGP7pAlxB1VRAAI5kxGtwWzNJMzRqNr7uHiNVcFuzu6V5Fjwn6Gjn643GUjNR1gqzPEZHYTCMzBL1q9JFaU+CJS7FlZJCL1wpzxltUk6SNc3mAu4nMUFWPMB7oAsnsyLumCLJ1spWXR6LI2IjDyshSSYVMNuyue7mK3c0xdbOFhxgtGMzV1ZbU5jxYeESvH6/kj2YxemRBwjJDaGClSQBqhuFy7qI8XJVUheDAYEbSWpqZ2bY1JpeKHlUlQzLZ5ZThLqOfYz5EhAsJnNjAnJiPcyhAHm7OLKCYv50LXmI9tH3+NorKlzk+9N63ZtME5xLATtCRK0mZZpH+ukMR6SGZDImyR5hk0yZSI5MAFFw8/Fng6IDVQW1F6y+LR7A2Br1oPm4OoXmw3YjNjZz8h7xWS3RzhfWaU3pzlGscb0JElzAzU0Ra4TSYDzvsVx3SuObTWa3h5Joqo28jfcOmBd5PBewiAqtJWioBCDj5T6JUPlD3J5OLtyZtkh+zGPcPTD1B7vFIOXfXDUCqqEEys05Kte6TAC8VqbbUcw3FJFdiNXSKSEofeqWAqHh3RGztlMhMDSQ73MyqWF/JQobFh5ySKgApgJZSi2sE9/o0kCHu8808KhZu9369lMissufzTYORmcs4CJlfiqwEHDJZUK9Z6sbUMs/XKd/ET0REsxVHpKpCpLXWWlNT2zZ2oquq8pcqAoUigt5ryczwpg8jkiIZGc4pjqXgpjbDNRGZJYtTBK/M0DyHSeqz5KR4hPKAYeNY23QsIRcEk84uasCmMOLkVfZ9V2HjIBIpY0gzpa1HRO/Cin4Zmq9c5Yxwk+pdRh63qqpR465kGs1EEoum11PNrDgOpFUq5rOvZ9Kq81MwblyYG9uxitMUS1zbqf9A+yUzXKra/yookKuITICsdsSlsjwrM12HRwwmmnn/CUBTIhLVRzS1R0ZuaxD3pao2U0In3QlQZkGZGWDvuIpp63v3dGvqWSlgEUmPyNxMBRKRd6QQRHbvJFmn7VrwhEpgeY8UsaJnTFaizjAAysoZFrCIGdwTwu4WSQ+FqFnPZEn0oc0JIYvVeg7MraLeCMe8Xm/JDTgny5mcE/GSilynUF1LRtRtlHBnSSTmzxy7WeenYPJp5pGar8IH1wFZ0VRV0VR5+ansvVKkiYioiZmoNtva1jZr1rZNVTjxvkhby2aRbm++rQIf2KcAPrSagx+TnQSqljLYAgGWI8dRAFoNAlAZug+gHjtm1LEo3tAflrSI+5QAkZScieWRI4dIkLeB3TEKjK9y7wNUL68Q1V5QdiQ8IlAZrbFljHz5PCIkSOMdZwngOE1GJFtZ+awc9yEY8xxaJQ3LwTN/npmdaT7mytwkfXBtaF684PrO/KurCGgpWI96qKmDQ2HK8ox3qfrJNjeWNwukPBpGQDlfAgAadA2qME+FRQHVVl8KkYJkzZQk54CY0TyJqDuOkuJ0MdnaFpnFSQ4gU02FlonN9CKeqB5DF8BPZkiJiGaaR2qcFlUKZ1RkBgvPCP879Qs18SuVUXyqwUS9d9XWVDRZKYUqryunOK8y2deOLocxX4XEsjjD61Ezf4iIm7C8jOFSs4NKyPM8LIMx9r/OCgHURNVqriCdFD5p3R1jzHFvGeXT0YkcOlFuTFMhY5qqMjCyjS4MR0HLQlYwb94lkV5yWDHeOIWOp0vRMX+DqislMlVaOm6G8lFyqeoo+rJZekMWzLluvhIjBXN2ynRQZ18kj9MjDcdEBo+8GKWK5VQEXevyttLD930XMYjs3ZtOuihopqbM0c5yuGIAIMpR1qSDYlMPDXptQWaGc3aXjszaFQ61WgcMY7qG6kNg5LACP8SjWd88DrZxr1fp4fEn6xVWJ2uiQfxCGcnMZAZjbHhdYTgBhwNTRmfsxPKMR3GDiqYEVudOxv2mWYuIhIR3Kd+wWVHVcOJliorJFTuUiEiGSYoWezxYh6lqCrice28qBkSICTR1h7K+LwakEGPaXK2VQM0INlM6lTmmgu8EQFQ+IJCiAtsGDZM7EkTM3YNHNtgtOW3u/5eyd11sHrmBBavQlLPv/7SbMRvYHwWgQcqTc1bJ+JNliuwLGncU5k70G1vGArVtp1dvz5/i6NDB2NHHn1KK4kU8ZHV77j2GOKzrL+XQ0Xl0WiCz5hBQagwtG+HRjLRL5Rg0gy1b67quZcuuz7qutdZ1XWJFafcNDsI03OrwK/UspMr0SZAKpRqk5EipEB1z83DnKAdNlHfDy4fCkXsy11NbM/VwMlO51AdgsDwAcAENIxR3u7eX8QLAfO/tOwBy3XurvY7gPg8ffObsD/ETgEKUmY3WdgFQ/e3raL0IqeeCcf5rDQ9DUeBucpAX75gfvuiKT3Xm1ZazV/LPAcy7sdTw/sog0nlGgrTrOjrL9qTPvmcMVMZ+tG6kNwojyixVjCnJfN8R2L6FnU5/gNocx4KS2mxtr5YMRiJbx4iIF+3222wZsQFjAgPce18rZdUJ0pllgqhxl5EREeg8keJNaYkTEVUPVQ0wNeVVgXYMRM73JnWc9FrrBSg5A4H94RRWutgrlfDFvyZtzQ/jwapilFkiIdmQR79TjLR9g6GJQDNIzWXqnGPrsmW0q3wxC1zplLmWjk4pS6LzwteG9JMiLjOL4wCO8dLfix9REePpCZ7uxhig//YsTH9JKhEfyjughL2uh1orU3W9ksdM7b8MnnGiTItC3tZ0aNTijEY43bfzxEp6f8/IK3pKkkVpHEKEib3kbSlMnoLy9B/pW3PEk/swTejDW+exnMT2WqhJnD2AvqCZeL95cJMv4vx+Cv7lNR9Nclk3+cw/zZ1lpVB38lQfxeeC2L7v7Z7tt2nLYEsYTrsM8Ro/YkuuAtt9e/axCBVJbHf3X98/a/2GO/Cxq5uOu7urPs9jGeTj3HI3V8yw24qGUI7JvYXEJYtaRyMDHPL69mr0HM2e1ZIPqVLTiPGnGCL3UIlqotOgRbjnrxFRR/ffdnFuVW+MvLODDQU67z7VH30YHZMi2dkzWY+0BNqwFFFa16V/1nXZpU7tS8zlZNBGacwRMYoDHsfgsYas3P+TOIMhyacDa4xTZeWPdeBTqcHAZBSFinPpcb++6b6W/W5nGUHymspui63butm6f+/OpvXIDIkAI3zvPMb3vpcdlxENlUOTFlNHat3lqXuc1RJfWOvNNSjveJxk8cluJhn0RKfRMS+Yj5sMqBEdv9lBn/PJEL9JEYOnvB762tC+1Ys3sc2uOCOcRFIOuFTNi9md3NdDBlvOGuzEToV8b0L2mNGrOv/MYnsP5XrpQ+FvAQjEr/siCPvvvv8TJMNgS1sDgXOG4zT60L/yRkZlF0hJD0uX1jLevw3xiyogRTycGvhci2bXfvbilGNFoilkh1RT79eW9HureMP88597iadh1TsBqWqK69S2VQdyFu9A6yy566SrPICri78jQF68rmwULZ0lo9cXVQxpS3gO5YzIPmRIMqgVmm9TJ5PMyQ+KnoQYljGCLjk7HPOp4r3W8M9TNB2cZuZlMfV7kh5OBhSkCIDzVgiXnIyIkxYoTNEER8qDwWC6VgSLbd03pk68EguHWCafBiC/nHSPeeEEX2bkZVLFN4+YSsf/zevIvCftTWHmBXfybzefmsv3m57mtziZt5p7neQa3aFRJnVa4nzCg0ba5jcSt8zDQ+a+7w0Rngc8zAhSOXgQqBvSxeLRCVoZ/VyLHoAHlhPYiEWTX+ZjtkhGNm1DKvXp6U90typ8yYoUofaYAbGWseyJKlKUs/ysqJkRcU3btanHPb2eNguHnpvRdKaHr/+5fxgUmTrOKCTRVzxQqXfgiEfIDH3SpaUvRSEP2lIBEklayG+8li0D1+f60AxG2rK80lAOoKjk/Twbwxq6y1wJIogtFeE5KY2O6XWnR53VELgjPzA+yfffXpM3TYkNgMyBVWy7TJtl3lEqfxwGDzcuxcX9juJB9PDt7hFG42X//Pf3Pz8/jxHKJKpgbYRoOm+bhcKd0N5C4unN7U8iAhHiXL3RLw7VtNcr2nxqbvqLj/SbNkv/jdH0qPjM2fu+Zo7/e79eDGXSeX7lJBU+hzFumFktqoyLcx+Wim5mmSUTsGVW3uKVcWG/lmUziRSFGWIkQuh76n5AgKCwkZSoI4Gz3RcAqyxKJpYBDF6yvOL5j8kSsbda8lmEq7fna9YoX0xEdB8+j7g4unzPJW3lb4r1ubtnlSNQqgcGg3+xm+91/9rvx5MaJ6U41yEdFf6aumxk7XQbsQuylS4xFHlhpLhcUBWIGaQ28eTRt/sDNZTCYTl/7YXpVws3GxlrMRT1jXvkzf6t3/Xr21O4zO6tsnuiU3jLfrnv3SVh/UQy03L3XQ5jOQU8tv/eddRvOJcRtrdfuSevHO708jSLQenEHmFfXEBL04zy/HVQhVf+66Si502yWcQ3F5ivJr9vpjN/fXEK/rty9BIDL0ajL55ssnq9WFIUeml/wmE4v+7pqu0YyqA+3+6/v1Ud5O5iHx4krkXfYUsdY/0y27dHWalGU9MHS7gcu5b6OP4yZIDvPKpRXSIi9vZLOYdQsyrT4aSmE+U28WxbJb+Ph9LtINj/XvZdrgBWjpklvozDeGDTIzapBHvzvT+kEmeEXtNVm7aUQ4EpfOYGjA9FChEn+BJRcfioSvYcUBMKBO4LBriGtWIquDCuBZqyX2yluzcVlWtVXGnRTF40iVMimOV8xwXjoWdlYDLKxRLBypg6FBjAJiJjTSdVH+EMt3Jh6y5k7HCO8uteZzsJfsqHOG5LdHmhmV3rMv7z+6tKObtWqJ2SHrndCDKBRYKMwKrGgvfeCOzAWrZVaRKoM+wk/PYrr+7Dae18BUKVkU+MIhjJZekEYzXzTDEgfZY9LzNWHnvyPqNFa15GVMwYR9V+8Jep+/TnpWT90f6hf2UlxTTv/mZbj6yZp25lo5Kmr5/Pet1KO8KGvEaGEThM5jbZ3N2UzhsA6L4z7ckzPUHsfIUqD8EF7Ihbda2ZKxwe6uvikg3G2NsDdpkFFujh4QhS+b7CNPwQWZp133JO7u1y+bBz3GCZc2Z0FFCWjOp0RK7SPKuufXghtTiz/P1KtnWiWelD/JHbQnXrpbTLuBA7KDctHsL9rXkGR4QiIlRt1OGuiEDtS3iRHYCW0bmxylC0TM41W+sSW7GqO7Jl63NZ3ju1G5jJvFJjJGaZaWRuQuZYC/RASi+j81bK9R3npfoPnNjmoNvci8h8xoYMwAhq9pwMCDOq5sgMkcCg51SQ4bvrPuvYhGcfcfzet4+SpRDnqM6/SdaIiPB7l1LbdpDS2BOHqcEi5bmLOvbi93KCr7Xy6wQ7Tly5BXLerINQmWdVcAURh0cUL7BM9FEfmk7+HGARfx5mDEbw/fmLy7x0nEGED0Kdd+tfX4G/bwqfd0a5Anj84qc9Zrwue6icgEyniIP3mvu4EbhskbH9XmYWVnhSNLPt20hXCh6IUGV/RMKdRKiFcflu85ERSHAyScHACmdceU5BMxk72bgWlSkcqGIvdPYzRrqDq6VULVFHM8zsUr5fprRFKznpgOxcw/4ySwGev5ZR+RA4L9Fh1blKWbYtPXyfLhZnI1nSPuWiAZQLHTbKjVa9FJZO4Ib8K8jE98yAHJSdKTO2ziaqRDBN63wf3Sp6vsT+ZuTiUGeeH7OoBiNe1Z7fC9K8I+UtDOvka7m7jl1/UvLc+2FGYlll82YieknQA7jte3cUptWlaSCbnY6L5PtEsapV5/jHcgxrBar2PnlA/afe9+a2JZ9yKfA8yVPFeFmR84mv15uEvkhx5nnNm7+cuFEenHnx60FfHob3AJrH/Ss3tEQU6hXrQ1E7Tk+oBzJKGSwhlIsPqBreU3l0+I7qYVG+ojCy3xilXeIyAvDtn/9cZ91IKItHypHORzIZjFrN3jf0+HU3R3pkuutGRFzsLmK+y9UbIozWOOaqYShIY+Pfi96LNZe7v96bZJYpf3lb2VE1hUrKYPLB0l/W9dHYlP+y1lqfS38J8soydlLKOSq5pimpUTLR5e05ZrCOkGd8redSbOgAhv8bhaGcN5NHtMujF6jfJLcKYEJbmUXJDm2b1k18H+73Leu9irBt7ft2x/W5EPj9/UVprQK7nvuiPica23a/+BzbWY6IOKe9d/zFpHLAX6tR27rn9K3Czy8KwXMj5qn7Hlc8DZnHkMd+ve58hvp04ky/yfx88qP++hzhfDP5C9LV8giBvxbHaI4//gpA6Rqy/xWAoAl4KpXEOa+oRsNp36L2TMNQjn+KTYCxPVbWN0RErGukcdWd/9m3mS0sKGUmg+mT7z8UujNwIvyRPZCe4LIW1Ph2gVnqNrlDr6b90aHprcLMtcbziNpI4a+JRQG798nXFkE1zpZGvXFdSuq1dWVGzHVd17o+l2A0NWKdUqljUNK9964rIMPSJrOOo7WwKkwppeYPXSZkn+puUWrha9aiiTPHv47KXC6KKeYgg92/eZQCVyZlpb2ZGW0rv2tdSCw1uy7Bkph8Mb5lDV236t15dkS6oIdblakLt6oNThfgxde2suJEHCKdZDyN80Fkb6/E626TTuZ3W9fox7WWgWKgHMoCq8vNvMNrtb9J97VN/ZXJev6Ntl9PwaDwMn3e9tprVLXU5RRXRkc4tVRL6Mt7LYY86+6eOQq4ruu+d7iXz0PaDddVxcRkeESWd4YjsGGMZQDpsbX1OkzMpk5u1yW0w2jelMgPsnjQa9WzSzDGCJDrusJ9P7EvrtLGMj9eYpWFkPCihinbpxDozXhtQIt0bYA93XX596OsDa2172AUaj5VK72WrctMjGXZtWjL1NUwh7RQGlAQ6cuk7FRVmVfMbxzzv7nAWNDzOs1Sjrn0JJ0c/VzlFxX2fcfjErLi6ImOE9fv10RaI+1avi3xizyRMoRzPR2N//3vfyPC7JJawRyiTCoKuOSff/5RVZfIOmWJvc+JFcLWfNV4lBj4mlfyl0k/PZsmm6arx2T/JSQ0mcK8WH+dTP/79ecN8eQm8Zee8nrc/NaD1Q6e2DfvbIPHHI3tttCdr+v6x/8B5BqP+/7Ntt5SJJzeXtHKXyWxyIAsGSkrOr+suk5kGAHs1NEIoThTgicyVcpsmQc8W9tUW5hkIqyuYqdCfe5p7iNOx7Hejoi40jbJg6n3uRozJt2kMMVLHAWnta3/FSz83lE+ZdHM/QQzE8aUwrvWWhdtkWbXxXXZdV3y+toFyiPDKupix3liUL7+8U4IIdtGAioHPEeJP+diZoHQOYzS8h5TQFaaz6XriU9vxfdtYxQcTJLtvZQxnwFO7XEnXdbiOxgCDS3FZGDuHr97W0wZPVzLzO77tnL+oZI4e1v5lZzy3FBDKRdPDpvHqbWMvuEkidfRna/XmZ+f9xK1Gf4izr7stZvfW/D9ydmaf/H+/rmV9eHbOv6eRe+sJd5CHTeVMskfKTg1A6WJ1JWt0JFxuzQak71U0bxWqHpUWcMkvyQzaTMHZma3mgdL6BpX4nYrwyOMhC2p0V5Og16KfjMxfHs1LpRWlBknicxmBacwnCZfen4TSi/3v7EYjNPYW27PlL8oF4pALhCxukTTjHZlucD1Wetan09lzajKMU0OyHWCQMC3GHgUgF79oyRMGT9P+sBfJD7JYj9F5fdaf+syvTJ1et+vZSuMXm03dLEVZ3815JaloIKmczOaII5+dwQg0DM9WtpsSYiTltYiEbXI9iwcIXNIyYyKv3j33hyigkWdf3HVoxr0TV5awGudm0j+ZCuv49qjir9i2zGsrbPLXy+bLtUv9bP55rzJ933iYdmhGU1mr9WUX6emuZgyaEga+etuRt+vB+SSNmN1dzDBiZdS4RdJ+703CizFYAglIJBiTJUDRcKBBbjHzQxEkiwPz1HkCz4BTP9GaklexXr9pn+dq32JIiPC1O8ANLsI+ZPTMNcT5eyYBmdTyUuADEpStmim1UXsWnq5YzzXITn6bL5H6f+0xWVSVbjMro+ti1kZYFgWNKXaepCuNaocFkKxGjHsXV53HEOuXDAnaaOox+SNTqVGIae63AGvE3vIpUiQz1/fBkITXJOLZQByqEXJ68llRHY8grNNkqWyptL85BzcHpYt37MoNiIAD8S6zOxkvliBpcouV0eC196ZLRoDDJoAOFfmT7/FuKYWQ7lDtbGcbKgn/ufi9OeTil7ax4sJTo7QvEa/TtNsPrcPwxR4r5s8HqoIsUIHo6NeGvoDbhWAuhelZDvCLlQkPR9RXxFOOSprzmnKMQ94MBjuidaha41gYyfHhSi7mATC/bNWRGz3FQ4uRzaFMxpdba6V5IWNuAgHF2BBkDubSc08b4tgBM0EcjBYuR/2/dA/JMBLlY4IkwsJHSwsF0nZLcNlcs5G8JmSq9d3ckGt/qSS8xNRRWDV1C5t1WKHmcvboJnKH7rWGq0GMo13LbRWlc4Ua1MGyNzlCOEhnEG+FKuplUyamLJRG2DLWu/gyIs9Z6MzzZ4n6nHzBoI9BD0uJuIZiDEzXNlcoynVMsUtSF4fu+8N4HNd8HFKyeta7uFVoXbf9xHDzALrOVSWSsiRMHm2pmpX0JjHWqJeJDKybfnDTJ4H8t9erwv+5CYvXvA/eMQfy16fTOqNoR9hbLr2Mj9E0i5LS2Fq0A/tvs2T3kcrwfz9qgPF1+z6hUCHdgB05zeSpiiBnmWWoSTy997Knr3d17Vsrd/f3337Ust3CMU6Pp9L96MCUFalRXBiaYGeuQg5VNS5mrNulQeFeaKfcvOZ2exh4G2kvSbci6IbtmFB1aPn+ze6VVHbY0B9Zzk4WzNqt6JZp72YfARrXevzs8x4paPXzNTwzEyJpF3DAzT8Qikr+h/Jzb/pL8Zr/trUNvkmFQJ4LM6bPZXNdM7DHyxsHJKIeB7RDKK/HJlz9fouPdy9g+Tv7+91XacADNi3Ny5JRPzzzz+yq9uQmds9PbsR7/Af2o633EFW2FHTblVLI20G1D+/Pcffs8P3YRsrM7fjxdw5GHrf6ltstKe5lZqoHLyngMytPBP/Gt5rcVKJAQB2jSigIve3Y+hIryq7PbetrKVsUULBRroqC8yy6qenrEkYzcMX8RGkJu3eOyIu4/YwyN3i6+Jay/cOqkuT8tcjQtm2nEs07OsTNZtLgeFdiojixvnzvm9B51yKyZfUah38X6WKuk1W9m//3Vqq9+5+i60h2RTt6Q1bVo3WlP/CAq9TsFqZvkIlLdwNKh3Gq/mG2kzoHMSB2k19oWtGWkXrw9+k1oP85ji11tmVotadYvdzaiQBPif7B5cpYVh6/luPOFeK3fTOeWXNJyyAGZVKs2zv7LimSSv78fqsQQqdLMOUSe7CuZ4b9O2jsaoNqcLVM2s2HEExx0g1zb99ef/jxbLBvxY8Iv5giF9k+YcJ9ro/R67d69eZ2DKHHf7Fd54sZv4piuuTDFh7PE8C2GQuURhudeaaxyjlRBoG6Pe+ybAyA7R1cGAFMls+oWyvyo5ZyvirwMdFMILEZYtwA+xaZOzYNqbxWqt5KPDUWcxsMh02xx890WNUaVy9tV+Pees1ulGLI/k7kvwiFLCrhdCTskMzSnTk3QAZNeIUMvnWuq7rw2xSrUj16tze9AELBEVVVxSAU96qfDHJ5NsozlUaC/ZQdLQ0dpQafzt30eJN1cw9AeBwd5ZIr2V8CH8bQaKXv/NwopJ1LVrvwhyZfoRJ39KdUegk5EIVSy+zvXe2c+I5uhEuHIyI1Jkjl+GRxqZL11raO6N60GcPzoH0/hBcc/DlqHGk702BkvTvhFKiebZFLqT2g07eMZn1dDk/KKpeD079pddMSuYw8+eVMcSkIr/94eQp85NDLjx+vYho5Q4N/Z3UV5P6Uk7rcJKE+943ciMY3IUbGYGQepRVDK0oMXixqkYYtmxL0TcgcJkKsV2IbWijzx6T6n1co+VGHxBkPPSswEvp7gWcEuLa+y7VV5v0lxNhrCMGOIOO//YNJR6OhXvt7h93yt4CMos+n8+PqdlaM5lrvawnoXGR1LyTuMcTevSRWo2UmPbxRm/yHMkLFmiu13z//BabTzXPxqDvtj3nCtQJPDs6GFPe3k+CFji+/CJrV4VlAYtHRGCkyTCkqZJdRlZ5/QC6GjP9LI/Y0DznTVscn9i48qV6tFdCukwTWR8DMT49dFJITHk42MeL6cxRvdZ2ntXXZXMHWfoRn87EP7/y+vrr/t/XsNRkVKVPac6T3x05h5GodQgsc/HvaFUocf5BZAhCzgNkze0WSLMRxnQPoKQpSZexwwjfEXF9NP20k7IFC7iesf/ex9cKaGdtXdN20ZKa2W9hEvS3xFsuOVLLu9Pz/4NTNHXlr4ZEwylX+5/b8/25NimR65aZrc/nP5/PZ3CZLB1o/pJEkLWUzPLq4PEjyR2T85aoT2ZTT0XXAJ2FSLaaGxwvH/YgmpY/rBAgVYlSnfZqphyA00CXKQ0DZP5JFp16HSkPSpyogxfV9vHtXMh7TqmQICMpXlhlo4FTWBwRDVp2AswCXR3MggW78dK8UFbeZEnF42qg46NaOC3twSfVn33QdDwRv/BkCq91i5Koj1F9KSx6b8/8o9rI6GnMP+V6T2s6Hs/9Nx43Lsp/5SUJxaee2F26RBq9DOJdyo448vaENlIdtfsNxKKuP2tjoGOvZSR+PpdvDwHOJZ+xADaDWDtuln5xpYdE+kAw0/19qmt6wN57djc/SxTth3gwX01KGsDcixC6OEmzv1OeOLLITblBscukpA7FS4xEtB/oD9mgo0iKxYiTXFXweH1+fprLtHORZs2Zi91Det4URlYhlW4t1Lue+0o0I+pVmx4QjBFrFZuNPT0q+hlKqVQWHLImJeJ85TylE+TmWunScgMMq60AqVoje5/dzJsIJIpdkIAZbpfX+Co/uoeHb6tupygBpaR1MqVvuycOWymXZH5r5MLkchQ5iuXKaquX92kzsz2oM+dq2VKvHzpXrOlkEuRhEOO4fl/5zW7mBa+tN7b+PXjHI5sOr9efDPH/8OLj/igCCmAKJPGae28hsZA3hIYn5eSALxwo3iiTc62sRFCqtuW2Zu2QZVfJtLCEF6GqorVsLnNEPEUtJkn0xM2u+94eQuM+8mDvDXtnnOlbV7gzEdDiIXIz1p6p+BJXxYpp1XOnVN/UgzwTibgWAcKDEZ6oAhaEqanApaKkZetzXddanzWaClzXBbM0F9X4PgZM5FkCrGTItVU5M6UgRCCUqeDFDqFsIoXJ2uYZboXH3dGqgsovEKFGIRYWe8NhDg9YkLQdO4tQs/si3t6uLnAvBpeM5vaNnbt1+w4JuAa/E30EwmP7VspS0Hbc7ghY2kpqq6QmdREIv31TUDCjNt8OOEPnjx0PIJ7CHx6V0ZhillL/Tc52WNXuM4hwjw2k3zcaOZQmuvfhNNmBRpyejLi9fjPdazC3wAAueR3yeCbgcbz6zPAhdfp4wSr5oAlb5P6Sk5khSaq7o+jjPCUevs/zCMFoMjtMEmXya1Xgjn3H3rFvehj8H6EumDP7/6yMh4f7XtnTxBn4KCq0HfCfjxJZ02B3bpK8b8b6qPy66uDVEFkBFdE4yTo9mkeq7WbLn2lcIlqhBMV3qnetfksg/bx6Y/rqb120mHfEbJ2DE2+YWYCTJghUHmF6mYRft5Ytu4qlXNf1+XzEbjK0pI4+2nY+9Y0mDiswmqQcJk5yDOKL9lcNJUUD7ynbkPPjmmY6kSkLrVlkBWCfzCrHLISOY4YNGq0EqujPI6Ihe9odg2L/rsfUQh8Z2yxK5H5n/eTet9g3SXi2Rmr85r55bROkWJCsnI5cqFYuNLcJcn6k2R813FTn5eKzj+hSNOYN/n7VUFFgz6cKBoNfxNOf8tBBnqWbk3ofTGe0c3kNp2/bjpt4mkjfrzk8QLBS/J7l9Iih6SlzcQoMWOsP/LpHsrB9mfl2Ybyqf5eBSyZRRfuWWfUIwjIL33v7dS3aUr1IVVcGAh6g0WyJ8rZ7wzCkfV2QgOs0V8BrJesEHe2y17ME2JvPnh4GvVhzlTuVa1DMbrEzN6D3Y7IbpDJE5cHQ7Lo+yy4alV+31rXWp1WYay0uS7i3aswUSs6tPUJ5B44fiVBUWwWSf1bLTYqfXDWUR/tdlCR0LZfdJFSgZAyl36CiLbrnSRxIkfll0nNoTHPptM5C/ThOogczEtepKCwQ4Xv7ui4z/P7+JvdPdh+XmfvOgoaI4IHIHGIgNxelBSRqT1sZyCXrAzylyCQ7TYJCM3A/DuzMtQWgSCpz2R4q6R+vuUT9iOaD08/yYjS91N+73x/+yWJi9IfxAi395mvfg5x7Oq2tl4B5Xa+j4XdqRsvWtoDAgH5/972lMwaCUhsDUZ0aA1hmlxFppe5ApIPXIE9nyzpZvZS1hDAKkhbpeWNkmj3PRJ6b+7BM5+zKDDjF6+7JZXXNlKkX/uUErqX84ixhiAI7IXFdF48fSB1PH4riWNMs/FVRtdmiLV7ro9rH6/Pz83Ndn7Wu6/q5rgsWtIXhJNebs80EAask5YSSrDkQiR/6ouIaTN0iVw3hcMXyStSkSpx+BxWKhSzkeo58KZEZ0ofRMJmLViaHdw7Ai6zZyXiRIxSg9ANS63zdaBVlH5mT+94aqbtXMnVAXdBJBXR+PgmF0TLDE1Cq1AvlkK/V1krymsj8l28KedHcXOk5wWRP1dc1g1l/cZk+ey9Sfv2KKfZH2Luv/BZ7j3FGRDxG/joSrw8BoIDETsBnznbcX8fOLYtRVInx1xL1jeV22DqgrCyQtRYv/P6//6xlgPn2da1wZ2xioTqXlCiQK0HBwjMMA4L4mP0KFs/Skog02ympWemaSaedbNGMtURazIXFOVBp6MQQISi+X5UQzGAOKvWrdRales03vdCLBa3msUDhE3BZW90tXpK4wUSEodl1JXspb29pMJ+1FkjAVBMQBQTZLq6ahqx6JxiuAhMQxEZZ1mk94pn/HsMIapaYmxQnkkDZm0YPd8JMTQ5gh4JFjlFmpQGxbzgRSsQ2C1f/Mwsj/RhB3yqAu3oH7kwtiQGj1dYSCZ70ZoWIafb5fLbj/uc+u5PX5wO0s50OMwWyUKzSxY4DyoNatyamqer3ns5ZtHIBtEn5wIXxgf/UX9eCaACv+/+PN01dU6q1CtmXzSPRvEnfXWNq/8aexkPzBIba0bSHHszmarWtLbQXy8DszF6eov+exRkSaJWGh4CZbWD/3pEAu1B2PeHLGLE/10UI4Xd/rkU/sPa+Y1min9Ls3ju1GqPapdNWS+CIYAXQ2ijuXWu71d3xzOkvClHk5w/y8DqtvRHufjWtfLnNj9TiSTnli0Ob2d4bSI9z3z2fZEbZSjSYXZ/Pta5l1/X5kVdmrUspMAAQAE3eCK8pCctK+qPOkhQqIigDSdxlZvZ+VRLMDe7FOuSLsyK90AQXsmejfD1puiF2svjUM80i1g6wa6fLevojZeN1BlJWtBr/+sIYeyojSOuxbZmfn5/f39/0tiKW0EgDaL5WjAbFd/RFxRcArILPmNudFxX2aJ/G77jyGeIXYWiy8o1r/hRkDQgS6+1AebGwM5Ia89zH18K+9nTeoT+MiMGL/1It574oWvq3/Z03nyAM+pZq5c1MeJRMJYPjnm97mRVCiVCRJChvpBQNQ2y/liF9KOHbbVFBBABgUDIugLSq8nZejCxM0HRuAqK3csCRzBjlAQB7rlu0SvKc/oMt9F+9hOH05aH9Mr0EZWW9i1+bB7UXfRIHRmJBH1fl1631IUlBT8kLc2VWzHVdVuUCMi0DQnOPqPqorwcN0rQ0KAFgYEiwvDhTgLxIKocK7ejb2xcRygNiZNIaDPKMeKoGYv+utRlsXkzSyEZLfVRa/MloZgyok/2fm+rCEnZxXabn2WD3kUJ5jMUc9AjhjyhO9Pl8mvubnfXUpts6htVRvkfm1WQB//bq+zdXyjmmRjZvEpWdxxr/I21i7vhr4ybXmCTxWtie2iQhjz80yhdVjGMj5TpXssKv4X4k9r9Nf8rzIKe//JBlek8g/KRtkl/JhMXk9t5KqmGdbFu2stRJTUJJcql3ORL3UgnzAGHm7gvYiQrssKUZmdn2W1lTGtpx/GU8YQ9j6O/t7jVvroQ4Zzbqdf15j6KDc69huPZPXZW2t8OjPEZ2AMAvW5fRbK3r87PWsnV9Pp/FVZSdGL0yS++9vTJ+vOowUTlUbQcB2eNZxAuDAqtl3YQ44tlOgGAlIx3exGI0PW3NTJEqZN8PxQ0j4OkPitX1Gr5D7rkMLw4lIgZk2feunIGRDCy141prJ8PKDatvUqolw4QwmiIRcd+3AuTukbzBnZWhK/ZvaxHY922JYgnSEHvZuj7XVdnVvcuvQ9isoelvHsi+zEtTECDpkWYIRTZYZh2JSo4/L3zVUuAvhvLXi0odMFtMo4b15mFJkQStFhdAj6dIi4q+QYy6v6Wj0m7OtbK2mEyk7iFmwGGcnorqJrxBDDIxvbBd996RafRIZgYz8LMswlcpPDVD3RVtjoXajSyDx7090T3NzOz395YFgBCh1hZ7wNpiitfWk/LnH2kUEeVu8OSFVapcdlDmIpKd/AGA19mAp0eNRCtRvc1E8LhpPIlZGcpYOjRqGkvS1sL6iJt8Cga8MnqF52AAsWwjwjfKUHI1idDaqWp0K/MCeZItBZM6HbAOYW4twysLkcVNZE2nVf1WWXd7k/MMRKghlEBeUFoNbHE7I4JBOmlbqDXkNuxQupmOZTqM1ZhFicg5imQsiQxs5Ir49b33BhmefnY1fEpSyLNJqp2xBXaaeWvJQt6rgmBmvEz+vaRFAUEsGhiXQGHhn3UxwgLdnvjFSrTfDa/bdNI0p/fWUNBGhnmkjykw0q8Yjp2Mhgqg83gscX7vTXzxu/mnJ+sxaRx1q7z+FYfq63U4diR/b/+hTlBA9h3Trc8EwZyMT5TF6rsU6SXPxWcVowYQDKXACageke8GoRJmsTfU4Csc7owNC3NbDMJCXZQCpiQ6YBkR2/OTBFSVQNmpzy6aQgGqJTas5dsh8H7fosm9d/kKzvqjvLYRIWnBMHhCmyt5F8gsdU3DrgS1ge+AEGq4U++joibXJJ2zxySj7OliJyUG2cdWns1JKLBFVn3jdYHr+nwEKCvWcl2XYB7EZdtf6L4jb6jdqvvucIQdn4sERZEC0D65M5EBlzslTP/80qtHafkTfvGE5PtbKTaeNvzeiHB1RFiOdA1KwHJvR5wW4PWtrGrzMmHWWj6QgU565FDFTcCde1/Xdd8308PyaGWz1lo4KZiTg2xUWqD7pQ6cY+tfb4wGO0brXEk+fYGseNlkUqixvW4+yez7k5ei1F+c18w3kSW735h7/+ZPSWdFDM/l9Is3sxAl9fB6EUqGP7hhe2cY0W0DqttX6qQuOAZmIrvYWq+hHnqttSNs+x23Tt9OC1kJZG3U87oM24tR5sR9YLCiUqIiNi8lIiwzhpVZtBg1OBPyTDX2SdrLXGG0xodIBNi5py+ejnJC1WCYFtOkG3YF3a/6PTMQS3Gvt5G8VuLF5X0tcXlpanq/ll2fz+en66pfqTcqnopqRQagJHzuYbogvioP+8AHXKbQpNdRBaRxAjIcpoY8Gc3DW/wyob4oO9E+HnwKUgoOSowDVlooTA2P3t96KNjJQdw5mGZv4eMYRMI+k1yXSQC4+33f0pDDHZZsXcHsecjlmBDrV9fway2CasSZzyUAOr3U40MY32vSx68jZRUQ+OMVVbRJcn3pMhw+oOYCk9HM5/Zl2cGyBtl6GAZnHAM4K+8jT7LvthHVyTAVlPksHuXoPaSUT55kTVLAl3PukEjrVdUPzzD/Ire7oLxl6no4whnmJeAUI1dGlmVDpS3ToUBaJ+fCWhlOCQ9eaJXfw4UiXHuHolVICS491LL+snPlvzwAos9UNj2icLm6vU9ymUk9UdYs2wOi/2mhEfKSRE1DiomayZYvxizjR2tdPypNYuHFDNVXj0uYyEwb36mFPl5UwJze3qK0UDOOjUH6ctDiywAEsDLP8Q9w33559v3V9A55TXoS+rypkRSoLrz0WAb1FlnLEH5MCZKgpvaiudf5OULvmTrYX5GDaq0VpnKk7j0SS27jcG1DVKh4jt/pFy8Kzqc5cWYZ5NvyCEX3YmWrKqXIdt/uHmFUPtEc8zzAemUUA1IqDhRGDIArewYrmwLze0DANU5xG7VBR+qkf+qq06cz3DL1lYAHjCMPS363enr7x04NAZ7npYmtmaPiksWV2poTzZTDYmjvmLvsYYZwqJuPSuRcfWDN9r1lSqiLrK3iGsl9odqUqCK5smyQwilTG47uGZVI1agMEadrc22inWUY1BujqkNJWy/ZkxynJUP/oRexv9B8gVpnWPZLavIxU59dVl319fms66crCF68bJK+nfDQaWPYFY8i2Ip/tkKWBFOMlpxAGOO7c1EewOAVPvRozN+iwchRrr9INlktRU8EGKklIWARO4IRhFDbdz095pSHHTSWdT5ontJ5VufUSAKhPsdACCgjwte66FhroiAeIWzLIrKdU79SNjPVutT5Jy6BhGFt1KSkPsBteP4h4t6vc1bnlPmXutRcOiqnoQmz2E9/pWLnz4yer1SanFYdfrmna1inPBmqRENZ71HUB6nY44imGCOVXRYRHrFWp0d0lnzORO+UcsJ0noGkgdey23/NLCwWgEsZdtKSIjrx17PybYPOLQhJP71EoCoTMszMCVrWXmaQdB0m3gf8sPX+tfVoPrT8JqeWiK3L6PlNtCKD5DIn1Y9K3o8gHBnmqu1NVSYynXyBNKPZol1cqx29dl3Xz38+12eiw0zSGa6QaB0dyCy2zAM08WM2QUSkhMjLlVQwStq0YV5ibj8TPe1pr+zWnIdfhmTawXgs97zPZOR9MKLj5xCkPATMoHVspQCS4snMHnxElNccz0dlUz+3aIhKNfiste990WwxEgF/LRovMzu5Dz2F6O4o2qqKBSqbwDrbPArGLYHnsyxY1MZgPBchQmll7jg1We1gkib7WMPIguhezNb7ZtlKf+V7L86tUsdhxa+CSubmyVdqdanfz/snH2leiTSrdsXpxu68zWf9yTotsDNfkoUg+PAPvXir6LnVBgaMWQOgFLvMzJvQaTqF7nwtRQXthvC2vbfZ2jspIxDbI/OkKqvm0NuO8OHoYbFfHSWl/1QxY8+9aTXXNg4a+lzkTPzthZOt7OKfTCi8dmSxIC7IbES9bK11wdSPbV3X+lw/vD6f6/NAb3jEwlMURMd6R1WAERHVGjlR7LSUcrYHOzwcBHSWBoKUsm1VZC6TNE8HOn1WAxjnZHo9WLcKDCj1yWUOifRhA0iYETlyZeemCeMIF+uDKeUFxcmj3C5+wGUC44D1os1NZTHa1skls3AoL8uO1lrdMRKonKTEGSkDtl3ceiKLiYwp9wnPtctE5YMzooqZuDeQLsPmGiLliPhzDZvroRLQX+pMX1pKJh+DGSN8uLRO6mJMLvP9arKp39HKi0cY/uVbOaqxU+Iw5FWAJLllE9tqSJGzBLpMK0kK/4vhZhciO8B5+CKNy/f2CFty+afvKBBz6SrGly68udSd/heexYIRAaEp7rRb9a3FFRlLU1eMqjwYdNirzdZUeMrlp1S4It5pwkh9mRyrU8dJFK5A/qIRa8HkyLuW9Lbrqh4Dh4Ani4kItscHiI7ei5j0YKkTTH+AXpbUM3kVkJkN2UoyghcyM5zlFEQnFzw3F8VWcG4apcDKUgvUl3PtHvQayDyR9hP2gUy/PUz1/hq4a1ItxsVmpAvobaswL0Umb1t6wKKF+86ofD6uVtpY1lD2hKuSGrN05lmbTLTXskxXek4M+d0z6bJdKwcrUFql3ACMkKcnPLiEP6u1TqUuSnroluUXODGvOWvtYCYMRe4MrIUBWFY3m3ZGnkqMP72KkVgTOtoZxrBKLL84WkQkkApBFjylShRLLTpiu4LXLwqs5wr9QWbWBtSeSAEGRbpZkCWSplpPmf++bGmTyEx7KZVtbXezqw58oqAq8MQnHTPr4NBMhKYQCpL7Sb2qB1WWBnrvRGwR0ctro6g1dRmWSBzELb7c+UhsswkBLAszhIEWtoJGAX+v61qXXZ9VJlJnr71EcWKSVAZ0v299VSRw1DrWj7FRwXC6DjKSSYHKsImMT7mkgVoRjS+HguVppU8bPpJiA7GIDAjoDXW8OA6/pqVzpi+FwSLVwYhYi3A4uRm32ioFA+E7kxijCS4iEmnssBg+cytDB5XgdigLCxbYakW4LON31zICnqF0eGgILBGRCa1ZLA82WbS7urcmlJU4i1l0NNgOzPDYjg13RCZTkmRU2qwRy8R+bkXTSCdsMBFWdzoc4k8KLvaqkZcpCyTaQaksUsEmBLe22EaZFZ8ENHlH+IC/GVpq7zLGKxAMKwG+zQyER0jZijpmKUPUhCCJQxdpr+UcSBsPCMeG34sRy8yx7xsR+w6SSyhCcDkowYT4CUIkztVZS7al8OQII1IOM7ICLpWa9nNdtnaE8ptCepO1SmLFDATrkdy8QVdKAe9INoDHmkfE3vtYTE+NJlrz0dlLgx1EJuwuM4PZsrXsWonUe1lZSWkUqc1AVzTXJmo/38pj7f1rU1+vHmfkeqeQoFay6S7FSEAlqDYNo5xhHadp/iS3iQj4AwmVNN8bES39J+s8BTJgFKC32SrQq4jAWhEe6jes57j73ntLl/GIggevJz7e1IsqN8g/GQ2PEqR+qapVQWVTkiRA0sAD8hBT/+LRHeakeLzO+Dp+e+/KG3zcJyJUK+XoklY2TihJG9vR6zyXtJnOEUJfmoXoqh2wkcLx/fof5FSLyrWW6CUn+z9osIZaSd7R4+STi7nDTGe16u87AT9dJx4eBLdnXkopayU4Fd+ongFSkPd2hZhEkAm/vRP9XvVJEV2LG5b43C4nnByDSgQHs1QQo8JgrrlZ9sk2rj8XpViEPP3nmPXKWOtUEaH6LiQWWc3xcCZTnjhsqWUJ1zIBa16f67o+1wdGW0teYdKQcf48vBKNyV81HE/IDMLQ+VLtb5ua8zN82B9mYkHuAMr5ZEjdQqllpm4qb4U11aT0GkYqhPqlBl6UZJV78m8EGEnqyHt2Ny8DXVueKIKtwejmd+GEB6sK/a8TMvbeEZmSu++Tmao3OsNN9JDwiPC2+MrLK3MpYysvWf0lxlmmVY/8pXCRJpJucdXulexL2CxRQlyIs89XU/nj0e9EleceznEyNS97+kFfvO977/JGhKrU0uCSBfRkhf1uFtmdNZn3a6H63D5WXCbP8FrKR9VzUUId8LUYTs/kzWyjl/aOUg8qcolycZoZnIG4fS9eSvVf1wqECwUr0Nipi7bWtYWwOE2Isf4ht4GAGQap6Ae/SlLaAOr+Bz67vs29nDlg+WXZRKLMMJqKOpepH5tKq9eVvFzZVpGJxpnFINUuNRiS6Ppi7T4gW6T2GBCPn8Ez/euVwp+AYTzrkqhimfYNJ8poBpCt7FP1oTh6gAjSnQUurG1mWly11m3xjg2JzNrIDznKJtMHjHInYLh7mtTcPaEePBoZr4/EZBb9oXY9WczeGt2LlEsEKWujtcc8hADSZyko31rAGdLqm7CslWatfc28rM7dcfBZF2SbcR3f3ItNcLSUnXOfO95DmgQ97jPzOJhGQBzuOVfvD0mTM0Fkg+YHr4gIb8zcqJQWok73EYp5vT8MssjgVYeuz3T6W3WBjh5UFQUeLYk0mBOg2d577+CSu2QXaWUunJ7mzLwVCdeI2H7Lw3JdK1S4vxbgXVchSm4lcK5AD/75iYToqgE0liYqkd1eAuOBldeLC4DsTHlkwNqWZBqzweNl12ddn2t9zGRlm0qTNE34SbKuM9Y8PhdIAY0n8U3NvKnqbFjtFoD0+ow908YoxyGkRiBiiQlIve5NtYw6dX5ElJdSwF2NgzqP3/z5RDdn0yEyQAn1Su8LyON9DGArr5O2y+eLgpFG6QIvJdYLpTPFyEL48LmMcF5+HeXtqqqiCM1SaRoyl3K1+zUdwFScKKZ2m1pY8ckYQi85o97ILkPzzWyxaGL3rEf8HVR60PQhS7y2uxx/LJGD9hc9rc6+4+PudWuc0F6RVgRLW9b7jhzhr6E2TfZuFxd+2OpRRkQA2Cm8aivaNxRr2d7uvk2V68WwdCKUaheZ/ksmQHOYRRD3DiM3dnHwjLIrcJxyNKIzBT2wiiH0kogG3N1slZ/tkTDVC9X0wHGT9geb2d77mqxrLn4eV0g5UwK0maKj9lnrMvWW5aWeKaQpeS4JL7MXjvd+3DwNkz8l2Gs/NPJZv9s5TiTomdTU5KJp9q4aOuz9Jg6e7IwTkG2eJm2ZA59xynk8J9W7kjSUkgHpOJqkR3G7ND6F56ATuKOKNp+vx5hlAjEx/QjYstjRc3mFaZo9zVh172+pJ6kDiFZmc+6zO0ZpZj33ZjFeiVv90CYvPX09GR+favYfc/yXX19X6tFRKxaB9vigDcYGSP0OpE6SSFbbs4iWi9MhrSQ1FAd7KZK92rq1e3OZeA27trJ/bUEkGCFnMOBCEY8dZog7Sr6KfcvmwFpKdoes0lvYVygMcCov3UhCyd6g++0zqlv1zsRjuZCukijxFqXc58rJ7a37dEktR1NwEYZSGY4uMxeixpA5Tic+yrXWddmya9n1Wba45KAh1BFpZ6xe6+cYxywyHgkgOnhT566813wOQ1o9qPgeGePYHOvrawKsGA9rAq+bYx42Az0BMSHHrzvItU7WbK5aROzMsRsk9aCe/KVeLxc32VHX9ENlTyYox/0k9b85Qi5CoLrEMs2iw/X69J6x9U0IlAjt8w+0PIrJSVGugb4yH1yTe2kxfZx6wJ2J1z0brPoT1LAfu+zp+zx3mCs2Gc33ygOY1lweMMvEp37Ew2Ycj568qzn7kCgPBT9XOAizcM4z+RhOBCqoX6N7U0dtYpKCnm/kjmFMZWqlm6lnQSB1FhuTi2R5hHsY7KQKVdNUUXbs8prVHFuN3dtPZlOTd9Z5pTk8hbQZ9364VnoR+rBoJdMvU2m1QIhRCpAriGW2iEUh3em4rsvsP7yWGpvYWsuEpBlyskhCervpSdSqKd4f8JyoeGPzcQ+Q9kzkjQaqAIBQhoSgaFKm1Ck8ZDJ3svRbpiqdyBd2YEYBwIJQioKYO9yzFj3/r9kYoeixh0WEb8dxWFSMVdMnEUSmdHlTLxSAYpiZGnQ5sGCAGzNTOIie0iD/ggWUg6uyFZp851kJcS2mtE2yqOuChRyb6RpGIrafT/IGx6WXLQuzWUtMHuq+oxCz+ulTW0bpjO0SPizDAGTO2pKPAEDAVup7edhSUdfUU29lRhTRcviwhlIWd4BenBf5LB/wbH0kIjIsMWwlmXKygh9colVnOW9jOGN0BLSJOthbS35MC93fEY0wnaZQCnZRGghl7tJcLkvhVt1R2bdA0BE7zIU3VCtPYBn3vYOLvBQDtATlcFbmSxSG2M62E/Qk1swqlrfH4Ke2I/13AUzHxUMn9chDYdV9wLNashEJSmvSyhoNWIDMJVhiOVRE6fMxM6wmGhZbTQKPWsAkxyZMABErN4ZtyIkVNMGyjI1mkZlS5eKCcb45TlrpsukgmUIMSP5ZvF97XlTaDAWIBM+L8SEDkJjwgMEi/A5oQXUkIyJwjLPyCyxkEpSZIZTBkmwJVK4KAYoC4CgNFmmG9s4oeLYDJxR6zgUw+pdLzbCzNXWP3GItQSi/Q/p8+G7xGEK4qa+UromSJIL/eThlhiKdGla7h/rX6eIt3SoR/EUpWgjdTTN7XB805K48WOqggqMiCf49LaZSrEmEo9PH47whq1NSGciDpt56SumbyfkC1nxXG+ZRWjGBDAEcKymFrwbvmT9de6xalDCWz1kn3ujhRoudmsZ2N9BsKUWJneEVDiI2gNjuRio5SRVMBJfwRsqf2dpcRCf1J8MioOeGspD1RT8Wxky6Gye7VXXMFb5mDaHiynLwHjpTqZJS7q5rXZd6J7HKenHWrogA9KcsZXu2AN8Z8mV6TDv+6lVbJJyd5gJ5tDIUNWQRnjSXn8TJsuSxG6be84c5zTGXsWqPNxVtlndER8+ciepnCn4SooZ8Lgko008pT7tlDzOtJuPfQsDqJcXs3HB8KBGP7tQEHsejmGP0jJ5qLcJdGVkNdKIVeATRXgtbbxrSKZFxvAq0xleaoajwv3HLJ6PJwTxVsTHI4qHNniEDON8+LubjK9/j78OwxeFTachjznJI2/j6WIcWSN/E83hWPzKX/RhLaT5gsOnk90CJem/flplFAWmX9ocIKAMARt+la1QMq6xmsWbocddaTEApEEz3nxGls0SEhyumkyMsAkMOrxlQhkS8cZ1qozu01MdEN7EMh+3m+9dcrkwMUrb4WF8BUMMuW0ssxgSZ/ORkTK7K1CcyBJremaV24RGoNNwXbXnEZuRal3IrU83OFErDrKS8mLr9oLD6WXIHMO9DZfXZYSsvbvXiOD3NKHmDAhJZazmdWcUW7p6ZDLpRIXWRdMZCILZ7+tUD7tuVUC71FTjYdJN+53nOseEU789ZzCV9MQ61EIPoEk4gsxPGxX2wew35dbc2UKX4nCvHGnoVDfSfXjtuI18mhuYyR3JuKJ/c102k27WcaDJo6j+8A0lkGFInv4sssu+HlmjpXTzLjGIWeC4aSXFdGSOnNehYNNZOti7wvcu9yHbAmwquKIBlrqJUJv9aWC2qSfp249o7fCHC970jYq2rzPkGXpQ+IqIB0ChrvYap7OztBQPdVY11LAsYsMkmBtjToRb1ycbANEk8BHelq2dREhfXtfL/a8nda40yE/2zdkFjPKqwg1UmiLXW0DkPZTRFRcvu1IDy3v1nIgOx2mWOWZHkYcNHVqMM1wLRQP+pWczX2U4hz/JfJrMI6aZWvZNAmsM9u2qll6cdUiiYrr1be/dAogSpdkS3NdruuRyRq2rX02uleToJrzzjflnliat+yjIpPbSY7p6ylDRBVUEFuY+8G4ws8nnUptYgF2CM9JzX2e4DP9f2cJxRIz/tlEzhs95rHglaz06tPvVlkVwqKfLLsGre81SnPDp0jycOwZkFESdgEO3H6YlHFjC+6UTylMymOqljISptCoPtRJFu2tZSdT32aScaKBGSlQrt0NxI9wEXjVccJTTaI4+yHnSHXBkN0YMG5Jb5huBscvukVbFUV3cXPbvHMrXWyvVx970TFSiLpKB6ud373ot2bd9sTo602LQ2R9G1ZZbm0gHTzBUrhqHHf6XxpHXQlJJemwdB95vplI/+rxH0Ovg1IB3mlJJfAEowODePGCNLB0QOJ/7QCOZR+Tp7WYKJdNVVK5WoqDmZzZpw3EeVcLh5gsFKYsgzlpQUxGAiR3GPYqilZhfFd0rx0QLcHVZbAlamYo2aQ9HSV9zbjdWnrhYkLcN5xubWtqrSYyvj9yE/5gLWer6pJNcWWeaaUoR/6Jj6QFUv8dDz9b70/X4G+1M9+GwyUmGJRJdKS5Z9OGNQQi07Ttf2sUGvvE09fpEB22N82soziKhyWfcqxwct9jHWIjIDk8oczdQ7ILabsQyGpLFWnIVduMoTf9bflPcmW8SskzA6yFoIOFbpODlxW/e9997XdQUYXnZcLjHDY2fpXPKsPpLXPbP0lBVBdIKFmXFdlh1mP2t9rgpSvhZaMiZSmygaR52Y9v1r5fiIufZCXOWk7E2VauhNIoeqIhluHLdCr2aj6h3JOfp0QRH+tGYSbawp4XtqeKg8AITvF96uRI/AGYA5hPYhDLYoEicJ3O5Wiy/pJ7gjyIzyppLkCRpb15qA5MFzoDVK68zriQgr9Aw8DIfn1P6acrtsRbhm5n1yQ2LsDExEO3WBuQvztjEUHDH8OZQHiP1gassWhoo0hypuP32NjzfRkuUYCFRmWgCRyKfRMxtda+s1+aO8HoxIOIFe5+dDk3X1jueACWio3gnntSz19XlDPZ0EqxmHmQWMQVm53IDAVTPnd8m80nmVu2QbV1HR0UbNAqmq/N63rQ7/0RVNgi1LY6owJ5NYxQQ/n4877n2vsQ69s8uWh1oeHtNprXVNVtdvzHitq2rqFLBW9Ho1a2iiJVMCSz9If0kusUV4VNrLA6tuSLbD9gblsasicZ44t9azfOFVd/vIoJtPuWyBD2Kq8/mWt//jZWYRUkkUVTSHB+MCHOE7sD3rhEAsDOwsmo2gRjjwWyRVboWAmQnAFUAwE09Esz22npf0azGd1yb+71cK8QTnMAyFqA0ckuQCCoHuy49AaY1fURi2jlGjBd4H/j2eYTKXZvlQIYe04OtbvSBN6xAbYXO08VylJa2FShurhzw02Z7/94AVgX7xBaQi1vbbcfNC6mMJ27wnzhucB+lHOyIcVfltZqDtO+rWMHW9BpYtRXCXmY/5amztVNZ0xFCQlHPiv1IQYnSD0eq5u106KaH+BQmRTpsTjzLnq2XNW8O9xj5ZlVEYsAKL9sN1rfUxW1liR8BSgChbRxB/AHDCrsDwuaZhSZC2Sg3pfCGqCEOwWYzWcYD0RVOeprFnXuIiSIdi8ofeMOICZuxUCQB3xKo8jls7DRJgxvkAKHtZGqNwFTBJLRJlypBho4gE944FM5myABBLCTdUwbRuovYRV0RE/K611roikdKY9ThMrOl83MgeQlsryka3rA3dkkEeXNxyr1StYJ+xblG6ciFDVWkIATX6qqii1Ng6eMZEkNDpNGnh4kNxS1WgZF6mluTGL5gFzGyBzLYiask0TFmJdZFbbbpXHvLhL/NlVSDTzkTinX0XgAIxItH+iWG6plnqbmWXB46Soq8YeO9ttjhdyLmqUEi5uEwAdN9Wj8npZIiaOoU8i5+nQLfyDN9U7jhD0cdw2eSpGqxCl0N5/XPDzG7/jcBC6iASn54rbWvlX2jmcZOM7TBea6nvrdkKpDgMZlShK5IU6ySt6xUivJEeAVxr7fvOUszwdV0g73ubEcyqqqv4zWxzZYDZqp7WwglflyBkmPZQOsEiIonjy9UyX+2Xifot6uIyfevzkg+2muPwmEx9gKLxBkLoPjgWQEsYe4wlCumr1HIrGMf2eBVuPxDh7AX5Qw4zE3F4qP94TGkrNfbF9n0mT1vLr0vA4Eu4CFYVRqjQI83gng7QPDwlZs3oDqtTWlxUTt9dORWddNvsBlm1nsPplrXLsvE50xFTilULdHeGul71R4y6P8LE5mlWPgL2/1lJuEkrnVvTklwbcwy6IyTmS0PqiIZeJoinvqYJ5OsGSS5ApoWIBlqZALxAESWZ995cSHbwDJckwfmuN49EEOJhNrZ2QIh79Do0Ob2N2Nc7kuu63H2rNVgEENdnIRh7q/2jq1xIJjfSz89rcVlsl4mknAk1L5OejQh7wG+M19FGj1YnfbkD5z0FNR1EhcPdsyeDVCSPoPvlXqkTmcTfjdnJFHFc6zJbh24qZCs+Hl+7Onl//zp/omrP+OZJGXSRRKiAepwGtc1AoCNZ757box32yj+BNGqhYT7Tn/NzMdcEAUvtNo4j8H8y0GH09QUqtiKpxtU1XAK8LulE/vtrZtaKRrIDKEUBAY3gLGO/ZlCp0xa80HZ1vXAquodBCf94Tcfdy7VybCWNnMNy6gV+LYU8vU4mygyhEOQcMIk8qMPKxuQzgeqjHcBjifs+Vl7MnmCd3j+ubycAnn9y94Dhaz3nV1qQlFvncJbmDu5bVTyz5ovk3ukg6/XpPUKxz+Gt4N75XTN2t4sWXdXPL9okUYZHku6ZaSJuOwlBqSiFlzAyVoZ21AeOoMywJLa1UqS646kC98rIA1h8Kqo06YQg3D0xjMyk8qA6sjdhX+ERhgihHxAws8tsLbuMy7iWfa71uda1aEo6ify/YrqDcP569Tb0LpJUem2Pclz9MMvtlJP33RILMVXOZArT3xGk4WuxJqG8qFC6b/YALEqy4k3z4h7YFG7fB+9xxk4cl62FmmmR8+WHxGoA7qgU2JRPgzvEGFjz7nkY+sqjo+mncWJ9R4Ry5+YE+7ZsdWasYf82WUlyPaY63FkRJeppCr5VGnlpmEz1u4Ip/4OKmoc2tfTCzC/2ZL9LbHScW0q9yCNqRvr8WivG1/tVGc8JhNgnsLePz2yjF6k06kpz7znwppo6nGf6tpbBfDvI9jZkzD8K3YTc8La4keEHVeh5FGDIcbT345lgtpOKODS4z+fz+/vb45/suNhuqOhPACbflHnBFsyUo+JBowXM1gUjjDTaoktfWVZWZ8Xt/sXROJ/x+qS+/1BBn/sdy5aukF21tJiaj5YFbbEkxyMyiy8QOyPJGmsLu/A4gRjp3nXmiUpFJ6FgfgRVfrYjc3Xz3CFWC+engtaL3jvx8rpdZMRNZhWivLbNaDQxHcM4KqkQMxl8cJB56l673rNremr2t8rt9W75+KdGVq5KtEaZpyG/2ulw27dxIbtjewezo2w9d1+Z2pU7eR6tISXYjYSGtcEV5REiMxtkFlLk0LrCOENgRWyDddZZZWMVVqVa/VGgce1ZKjkVYzfdXRqi+067ZPDTDt/u2x9qYOfuDzCdcjyfUnnSCmsEdUFz6i3ylWRN7u+J50CCSETEtZZwioz0cKXfrCvPLRAViiLSXFeM6s2Xe8VaGjWJirpgi3ZZf8sE0SovBMO79JdaSuGka5KQiVR2k8iyqiWVCJiJHRW1HRbLn6853Ph3ltTvLRvypYJU1M8OMy2iPKZBROJS6bvZykPt8GoAVRYUQ9mez9V2586hrTAtVUq9ORejUu7+yJh4/Zpzfxr2OGXy9zhp+ZNCMDPerv4WiKeb4pt3Y7CG/rUJ4rULPaoYNY0PMfp/2qC84deGs8Nkf4nx/3lzjBlmicbruy8RNR/6vuDLhH6MIdIkG2SJlllT9o6vHF1mqlHtl4nS+zr2BIBxarhw0Cr/l8r/elkqfDLhPeWPnKl7h0NJs1EALi0kdgSIHQGk640GAWSoGPt2UXdyBwD376/G2aK35ngEWFMLgLVWu39R9BYZ61QYJz0P4XDfEXFFMELopMJOVH8eM8tkX7Mlp4x7evfSbYKDV2j27XGrTa+d/D9THMAyVVaW2GeKSqSAQlmtdI+E5q9iGqNMD9job9HSKhAhNThaK6wXIHUezLiAXFw24qODoH3v4EA5yJE/j0EqI8MRiLECZBtS5/6W3lPuvS1A+Ws8YBHjDL8eN432tdZ9320lKfc/yp+icVg9sb+uK//YjDhoI+7uyGA2B0LgnN2LY6IkoaRtm4dEom2Hg8ZCzzwdb1N+jfiamamCiqOakceJEEVfDzT792xCteov381jSfuA1SaeOZat1JLJe6Nb4PfXJ3n1enPkE2kCL8H0xUmb39Wx3+pDUNLHDHvffpO2VDqkzksKAdM99mXLtyOjXyTpXr3Si5sHucMNf9BYe2QarldLJzWJzQvPxCOOiu2sjj2XQhbuNAvl9WrVhCXzNOMLA/vL0onOjB7Y9EBnKOHppHtv//mFWojyhgJ0t6c3UVcJhc2ByEQ2JLs+Wv25WG+2sO1KRe50bHaCVlTulk8+wuZMADzcADV9ah6KKFA1DHt6mDA5AHd339szlXOwmFxhQikzrYq7IAR45vJ9sF/HYKwVzRaqaiZNswiGX3b6o5fkeTBNDF2g7l+Z46VkxlN5iVLm25+ln7CRRZ4ynSSqQqWN4LnFMR3VSQnDZqyhHpUFVc+NBoIb5zz3LjkRUEbli0iaWejA9PGuX/X+aDRFLX8kbfUbM3N47JjeazxJ9Pk6iJZTJxUiAIB1LWRTOdBMbo6+cq31+/tL43WtXVvGbJmZpQDF9rJ8//r5/P7zTy9U8/FmBfUJI1QeyXatoUzXYbyfnA+BLEZAvWVFIlZwYSbBaFPgHtO3ymFI+Y0mCzBwp/Wo054a1JdOPhP0Klw93CWTi4VQeQFUBDpFAdIQFD14RPkhaodZNScEAAtfMCCLohVsk1laHjXlhqYF5oDvUsUaUCNRPus5kTRuO1H0myWk4e9uwpTNQrIQbsLev2RYVZ3VZEOIw5pUIOzKJju2lvjI9HoAj8XXZt/7jp0q9g43s2slT0kmQbrwyZbldl/i0wmtluTC5KHNZiJ3zrsmttdKAjoQVuBsJBfNQCeN2WSO5LIW7V7OJy+B4uHOspoCjri0xFkeKLUla5EBCAQ894HMnB1AkNlKmMhV2om6GVnkOgQ1S18bMhkRreIJ6iL6TVd1HGou/vLiDonQXAkZPApmhEum7Epuj4CrZLg4HZiGWDKFOslClnEEba1PwuW5fEkO2CW9GIuXFIPLrggI8fdq/bozB+990UDMKmqkyhZrqT332nvL1tF5IHJ4Ztaa+Q7SLLKtAty3rr9aaJC55pO3NKM51JYHWRq4Vzpbu/rQv0oCsIyd5+vJdCpUeq56aZN/FLAmqeqAyr+Y7ImV0RPB6lUciMV2K4YjLJRwXaU+SgpMEnF3Tm4mGtYQu8zvKHBCAxqjAhJ2lMsY3LtqYoeqkTKqopi1Di+1GX0GWq1oURlv3l12QQCBUEuk1jIC6pSWSU/PZQRkv9himuhCoOnXzozzFHdmwyw92hvTFjSziuJzodsYr+JAmqyXou7uIBY1sB3RcARVahjd4qIoraPtmutjRjqi6C825SZRluEzlY65hjga4kE43nu7qtpH5sG8ft5EN7/vW8kEuWhrocUnURVkw5Iuxfa+b/FuLameTjbIISpFRZ5WShqhSuEpvyJJYmEp/UpJo3s0F54Tt+rS0TIvjq7aIGhHXxv05n6cgzPongtD8pr8ezjDOB+P75dydr18rmN75q+lxPDNZZ5p6YlTF8ewep2eeWeOa1rlmdwwtZg4tymCqACEcDLLvRAWR1MCSW2YMIuHEzH1l4Mp3k8PnccxagEVlIAnQLisieQ1PRdBfHhBkDymeVzIDxN1St0pA+Z3Ja1ardAK2Bd/ySmluWniHe3r0RFr0edT387hpMg1M7n1zCRKjZWRGBbHWBqkxWp5GYgqJUNrvREgV6QZe/a9Dn+hhSZKmLaWqRjmOrcRn4vS39WfJId9hqIH2UdVMD65jM+9w/NMvtd1bFaXm7V6iFxU0QPyyWPkJNa6lHdHkobwMFttcLh7uTEg7QDutlZnryClZ+pBkSVyh1X1wdl7K1Y9iWqtJX49vdftbD4Tn2Y1HiwMpeUd3N/Jmic7HyxtMJRzzgZpjFfdTMv9/vvDFVMl6lExS//iTH/asGdsI6DTvc1OILYijkk6BBALpno6scK0VYCQZx6snAjxpfOsWqUko0NeD6GU1f5ZrW1GwfZHWhlPFkuFJI5u3Hf/y5H5J0GfmykW4Gd4bReYZamGdBTrAFNzGZqVBCujbBb7HOldG3eU3mtd9jFbprL94nyICBhagcnERBmFiSgV+Rmwty8yuCrRmUiEAbHg7JEaEUAJTETlEpV0FIM/FFo7MvxWioAIxtmEAHoyMJPeisF2xfw5HvGkT3vG+Hqtmou1hTsvC/fvUF3vr5m5QxVtVTQUJAY8XJrPNIb7XW6mfd/N0cwSfEX5LDsRXU6pdJQuooKANh5Z6vPefl0fVgQNxTQ73vQSWi2fejuSyyhBuBd4UhVqNuN2jExUBrmiDherf5ifhR7HKZKczm1fp6kxCveRlq1uZRHMlxA2BgdAfJ8lL3X5/EllNjKnnJ69UFhAmgiEMyLtvyjDy6guE6Oj+4uSzhSBITUZpSKoqh/Z/iZ9B3u7mlRGkGEMcMnhOVfpCJbFVdUuTy/YM19mypAOZ/Qbd1eSszWtu1/XhcFcMDHV5TQgSRYCZw7AEpUWZrbW9dHrP59EH6psYiGUhPR634ASy8sNV5UAtd2xFoEFxO72vhEMLGHwICEIS3+PwGaDXHSIJ1MhSsDolCLzI8LlVOHemVKaFUajeqIYUOo7WuFultar2ietp9ATmRSC4QN6/JXc9/bYsTfU0biwLKZ/ZH6LxoiN6D6ToBH30YIfKoY71rX91xYTZWSl060ZH0qhW+vAA51ygcod97/8FayCj3Fgg8B+XizecnUS5zyuk/FP5uRynQJ/ahfN7MdqEn8J5Ne3koMCpTmcFTaaygEN5Mt2GzUgbTHlferZeq7c4pmrTFgIgApIlMxEumvnUKaBxcuj1PYRMPSjM9Z686CzI5ZFDYygD75AU5reSaLPrw+N0sei9HGaY5isRDPPe1dUZ756nCW4H4nF/SeLxYaJhEAH2o7QiLnW+nyu//znP5/P5+f/+Vkq5C82IDCMHb+V/VNhJZaH7IyIacogQmDj3koE3HGgcF/EU+xKufNsRh7nfE7uPEl6EvbsxdML25NFSV+WlocRW3kPqXZkLnKrD9/CMsJ9n7Tzflx7xeR2X2tljQQ2ab7DzHzfZoaoBAjjWsvDJeISWiggx+VnLYdsrqKcQnTr0c6IdY/WRgZWCzMthTf6ncl59DsVol6Na26ALL3k+LsFmJ8lG6vTWdBO0A8syLwhuQiharzU/qcToZuTPZrXtK+mxMcxI4BUvN8bzPYtFR2fP+9K9CENVn3RS5AHXYCFmosdFl6Mo5jQ86g34X4TUM4BrfFakxHK/2VmWEAZO8cPUjd397YK+nHPgZ3pN4fik7f03h83k1xQa3WVY4tBXXmt5YXv6/Ews3XNlQjQn8/n85+f/3x+PuIylWkKyqT32FnopD7CXBnpKjcxAFJQpB5Z86dk9TrbmU364uya6Giyc3aEY5r62cQseKdWUmq+U5c5D+rLWhbGSO/83vFvPj4ZTe9TLk9x1klFfpBuUJXQcFdhWpjJGgpbVrDkJfaJAPYItGtR0scTkKv57KBxu19dilm9BzSGz+cTEfe9BQ7jo0quCa9/jYoON9HNbaKACHRh8ebk2VUPeSi6HQ9Trz+5PY+FRLl5wrO/5ittL48rKhBehBJR7CyA9jiK7HZskWVI7WBB2EsxFmL2M1T1OJmsDBcmeUb6jOQYI+WPiSwD5dGwWn87mVSTIvsRbIfAqNiec54Ds6xXlt1nfFqFzQ4iHXwHzGnKT44IVMuZXs30jiAVtAZ17y1yd98b63pw55raVcRPaG1Qx2wBNFvX9VHGw7qEc3Ypwyrv5O4e7GqSrFo6T2lVqx8ayKaxvvfeYaSTTg8VfHxp7wXHWnSQ/tQ0hR/rGZmVd0JO5DGNnjVbU+7ORW5yyu1DhLJDIym5eXqepmwRntCJzc4ARAz3AiEAcBT31786vWstswxpS+vxnRyvJFO0KjCsLakhS2RuC3JvXdeSCUjaWnT3fe+1ZCrYdV33fav2pcnJ3RU4bIbYlE9y7y2W5O7LVJ2b/uk+FJcNv3evppm57/t327q4HVhMmg3TYhFyM6T9bNaZ4b1Pe2/inf40ztA4k/XFxL0u20ROFgMYCBMNuSDqTBo9YAwDEYncYfzDoNWvzgRDKWrs16o1AFPbRObFEH1S5e0JYA9G8zq0UT5LhGQ2fZReRXahJ8AswM+DGGY0c7MQ0mkoctzsm8QXlWOkaTRxF43uwE35XYXaSPXIKjdwHSER5c5sq4DwcCpw+MGPkH98h2ETDMfeYR9b9jFbyhQXo7m4PoIbKMbh9Ii7GKgDC0RWqMEAgx4mCVj7tmAR4eCiu9OdGdje8mLZQ0NBnuFmr3VElw+9ICWBYCeN2mexz1zDOLtJPtTYNpoOOcVh41HuPTFiiWIGrgaujYCtElCJ/Vla1Ra6QXqu3AVZJr1qqg/MlF6LSlRxj3IaHkWsCWOZJdBCwHdcH0bwgnmhcAHp3r6uRTUoJgAomN1UbdYB76W0TEuImdTyzIxr3WmnM/xW/S3KCaZDcflwBbkHuctjTeMqO42GK4lPPLvqxJOsycBDTWqeNT95va+Z2J+fR8EXcF2I2Pdta7XLLcUIAVgIuVCd4xIv4giWcf6R/pf/+craXADxVFI0Qshr80eBf00BSIt6dzrhizuQJ8KvMdYbBcRbaShFpsZQ2/zUwJ8vku5oMIep5XJYvf1m7y3nv5Uy1SktJNyXR4iPfLt4zNg40KnUjD0qOVGTtIDyY6QWvm5FtmKLp18jNY9iudPPUsLvzEjXb3/XUnhFlBtXMIb2N587P+mJHA+O9P6gPT0vem4Xc3b/Bm9451Rgj2SKhwuSAOSTFgZLGy/eqPIePWZS3QWMtI436bnuvt2BWGv53rbSTtd3/Xkwo/0y9v7wRMSfjqpkZGulJTUm2Gehr9TFF9tXbBqu9d09tgJjwB2KD3zR6NhI+TV62UDAn6mEcyh8ZHNj3u0cRkTI4V/apledkVhlFwhHehYNGN3pp6IBZDFeeGuw+Ho1WXsMRPQxyMZDa44gIy0mHuOjScy7RLM3KRI1GpM+AMW2jcozHf3yovLZ6+A91u1w/AgBqGJwcM3rZ13pSrR1CFwEYecA8JT5ncbbay3b6TlSrFj/F1Ajy/QDohK7ZXWieMgKA+HwFdiO1wzeu4ByOq5Kem5SthE5XmalQ7epnU4NOf9zH2Fq1XPvLeKfkZTGUe6FnaKlB3qG+yyzaoHRPH3atmstnM7u3NW3c5nBLLYP3DRZTHTHKixq93BXSDRQqGzNmiPrNiuoB0g/XWs5M2rpHsL7SwVD2R7JqQ97bdWp2YrZQZVu0vIEvki5Q55OjSgLpreppuBXxF7LIhjuYLgfuLB93wHQ7HN9sDaDpdfmsebJvGdEQiHXWcqKz7I4okofpOh+2VCaauYr6o1G4h2RkYNHZlRuLgGPxJTrhCaGqdk9KyAEMF02QHrdgTGGJoJ+Hwpg07I1NRpRUeNUEb3oL6Dsj8ria99Mk8KcY2AEv8xQvh6R6fW5trvvOyICDx7ThDvTonr8NvMggsssqkE95CAwklid4X9YsNglehjNos1irbUqKas5DlKH74MfyGCaiL7hIwKIoGrtKZw2pNkdWVcTQAJv51x6cZqyk09lHUw7Tc5m9u+5gzWziIA7U78ICu7d4rqU7ZZpsrOcej66fw6P7Fk7VBZYJiXX6qDCt2cKEyWXiX0lvcQjQg2n03CTxyc9Mq2AaP/lMt973/dtp0XsUa4b8UM+PvdN0sOXXSjV+773WkdcNaqODRhsOWKauvbe972rQ9JxhJ2J1E41hUTEfZ+WKVcpNpH5q9gRFmF7//6SH7Pf33/MiJ2FSVKcPbahsmyy8oSAVX1URMRaYHrI/Ukf0VZ4/VrHm0mzOb2RbjdldX+FiaoVi2obEkFQyUg7LA44PpmnmZUMM9jKGUmTFCC8Cch6uRKPJBzw4pj2KpALyFhSgkZkz+DHzSNGamd9kYSYO1PgBCV9HRFxuw81KVrCNx1PLtYUo91aiRwlOyi1YlYVAM7rAC8NOXlu2oxHR6gNqKkOpq+hstEGy6aCzQEiWG1v1OQw/WQR8kxRp7ZH0subpXbDKq/zTlQYYa4G10l172UheQVJNiZTn7RJWk0Gc02mxYTcI6uCcmGvClnhgfkAgLR4qkh4vqiCrnSL091RAmPiKNojQDmHF/e95aNpliH+Yo1yXdgOUaVVw4UXEYkqWb7kbHbaOS5t/fVSRNUn6uX7PK63wNS7UcgPrRJGmhJUyRawIra+v/fGMuzqGV6ql1gMSmuRXzVli/iWCoWmB65l0HOh9ScP9p/qQtb1HF8Ui0ndOMDtStJDqsrCtfIQ3Ibuf8FY7UdJIZ0fAdg0OoT5A6YoyX0mbJLeOFpZ8Rat09oBZntwRi3BcA9FZ2vUF63jka3L9ENfFpO+aCPRJiI99E3uRxOx6lrL56whx4rN/Mwnz8l9V5rWddnPz2ddyy4lZPj2+/cGyre9kEIvqk04YQJVFjCL2bEISLmvxI8widVGRkbvwnO/Do3U8jIQ4mHi/O6+CBIesbOWb7F8NO3F9ApvT2KQ1jAZep+33tA0i9q1PhdcWklMblVxKNqOO4knAKEmZXhT1xuCWj/fN6s6eIjqhl5w93gN6d5b26FUpe2bctSDPWW0M7jWVp7QnqbcsqyoWbOt399b/ri9N8qT1UiAeCaFmtlV9EOSDlce996eEHvYdPPtdAe3ba5EBm5TMFPUS1XhXIiITL4EvFljRCkt57SmtOY4kOdYPl9RdknKfActIv+Fzi9TtXEOIJguJBX/nbdsunkO/kieSd9mUwvAuC6yOjlN6O5A+uAyutajne5nliRtGa/VeCptgbZ8yFAlAX9o9XqTi+xOUhxB29wV9ng9EgAg7N8uehrrfFZHN9cJuj7X51Mx7JVm/MY2p52mejm2HZE5u8hm1RGUx4BtVUVifRF40cbrxacF+u2nyACh+qN5OiN06AF0xaz7HorS7PWREaVqzpnr37yvx9B72ucw27HWC1XOhlBN+bm+yUB8NhK9x2NvVApReLYBbV7c9oh3GVfpGkgov0zk9QhbJ5XuP//5SLOWtmkzKlfLKPu6A+Htl5krPyzH4/jbhev6MuTnERYI8Jb+HBHOm1zMyOm2TYdtv7lJwGm3by4zdu5VphoYKjN/PEALSYtM4C+M+6k2MpXzgJCoyoPMxvdG9h74Zjoi3uzoGeV+9GDkR5bEBwAb2cmcZtxTHz50gzrSrxDSvxF982xH0GGGLFOovGEWlcN4bMGIIJSzgEri0eOM6zJ3bqMRblC6CaE0BLlqlNVTwBE9cPZkOaxqhik8TZpC9lVm1MPJcjwJ0ONuyZmlrma81orAWvb5+YjLTOYV2VUhDvlmSi68U2YCIBU2EzZZVXqp14uDqhvne+Vnbd35qBqzf28TU2XFTJnfHa8xYSpprhKrCGDBsgEozHlzc5B0k4Q09irOkshdE+SU7YtFVMer9Ls0DXeqasSOrFEyW8s97r01+pYGDdY9fbGWTe+jOc51pR0d7lwmpk2mA5EZ7jSorZK2tTg9XsG7B0/JV4fn1rI740LlkY7gOVBpuzQXu2pTAMAA91utgbLxqdPBrYrXD9x4BxjrghU5M/2AptV/qABIwHTAWO6tACDs5pbPxa0BxGrsmVwLmBHxwCs+tFSjl7g8FSypfSu+nlTnlXDMoi9lGqxhekx6wphO0/Hk0I+RBDLYRKQbwsOIHS7XsAHV0EXCMT1Vc19ToQguLIMtpzj+HTdNzrIdgew0ycj0k2gVtxaeDGCHX42+sFg/rU/HEacbmZDRaW0AwsP39h1wmDpwLgOvn0u6zHVdT3+weki70TASDrCjpgmJGTnNxR7phuXuscKkEKvz9+T7RUp/6TivcE/OXg6gbw8IKFR/IPNnmWD1i+GWfiUZTspi3JVIMOOyETBpdmuRttZlV1K0wCalNptZ1qaZqDk1fbbXJpzSVOiRvtJwONWlhfCdDb5af7ERdxMxtOrRwysDkNdanh0KEZHmN8lla10W8WhBZSP/QD87WtTXTPVN+XspZVVwUNlz+oqpeVtERFzZ+HZMPuQ9MttOuhvuCKvMbMPmxq+BFCr5wZfJczIZTQUugKe9PauNpxqpYVmfxDTXs5zvdbCBN3l9/+lJHNlwEM+76fOXHdRrOmn9xWLm00uPKK4Rav8XAvRLfmiBULtbLDkOv4pzShgKScxihy21ANC+FHpIGacIjMGcA0/BCWY2yyq94xR8Nd+MTK6sTOoWu5mIfyIdRvx8flQVKV1mbBxetz2jqitSNSqMFkLpmn5vLNkI2dkiInW0r/2s+EvSRsmJeOq5Wpa5Oz2e1vMrOC6PQzYj9kpT1J8zBdC9Hdt1O7kJOae/1lJs5GQklEaVoGBDho3TIZKAExVmsz5HCma1i7ohxAdnzzV4HSWWMcLuTZhCKDDyg9+LNkSstNSZUntGVdeT/Hw+ZzqR2YFtu7FQJqrmMoNMUJIPSUMwwbu4t+BtAsSKMOBODU3sSSs7mUWduiKVxwms9Nme85hwH3WeVJEKlDZbyHkWvgEwjBHk1Ueuy0JThKPOYES/12ZFN9M5+4f3K9Jx8D+VmmfmaERYBnkzq9dTu5RYMMUmxyE9npRO4ljr2p4UhpPlIWVGjOORF0OmzOhgUPsK2DFtIBIlNzo2Add93FUDXq88ollG8Lk+6/P5TEfPWMr6WbB7qbTUy909Fe8UgGn0kp418YmKFzhbEImkKdzsiIB5wLCieiK+c6AOvU0h0fJBnxQ/cTcHsDdo4R4W2DsM11W+0u3epqnA7mtZhosdheVIog5zhG/3Lh9Jj2mJHdVt+UZqqPvoKaw8SZUa6TBrQzuSDeC+/dUWSotsXInwHUfQNnNRTs2UtVMet4Omtadu+dZfKQbtv7+/mFV4AEnVMaB0i2x3sK4sa2Si9CsHG7K19y124yGeWxECppe7k68Od2d5GjD83mjtY1pMR2pFakZt/hDhUM7/EST9TiqaPkOVVjaRDdL3fpAfis0KTfXDCpAnonQoMkfK8mEDSKyAORg+4+vtTYQSk6VzMIilchzhvqHkIc7rvDczWeP3fYPwOJrzCDOJPtI12Mc+vQX1CUuFMYJIj1pxZ4AZHcszlLZGVgljWHOXfT6fz8/n+vz8XJc6W6TegLbPQXTMzAwBfzjaUyOToE7zg7GworMLSlHQ4n6rJHp5BB0b7f3axJAMaVW+Xyz+pYwqQnk8Ji5j5KKpSHPRVD1Lwp3mLNjrMK5UqbKReblLST+41+xULwxm1z89Z4eIhvoPj51lbZkaun1nyKaPT5/239/fBuLjaIyT66P+aqq3qniOsvuiTKSWqd9MqtSfkwEcDy0eHXISlaaENpt81irV4zIVtbqDvKbVoDTakNhRdfneNxbtBuLzuYCbXOuyZXTKFTcN9YjgOlk6k/tM40RN55KegmM/AFBIabs/EHmWHVVUWLpBkqqhSyOHWVEwVejYQfIR3xniHXJvaDlCmrGyKx6qcsvnPwharkfdOLNFAqDRwsIzjoDaDOCrleVhEzDLFKyTSQVA+ePzK6lG8HzXzIwNiMyVOOhV8KWstgK+5DqZEONkEuRaa9m6ruvz+fkZ5lJPn5UMHRGUhgUllD9SAY5y0fpMghskaEM5n3PXov57+VnKpPJCU32q0uPy3qna8UyXyMxPMAiDJRLNpXJhd7qH3xFGOBGmTDlECIHQdCNpoyUcQRponshc3MmjjxvBB6BKQEapwu0qUVruWAwm9uVxQbzamEQEwAnT2TGyXGfIUeKiHsXUmkORFETWbB/QVBejAdNkQ8XjSCbyXjuJ9F2vXgCRJbW57Acrr++ozbBQn/BtCFg5pQM3s54KEfTY1za/rhVG2kEqzZeV4XHu/GViNPEB8P3g91HmK8oNUcK1uQ0HBWeuik51H5EoNZpDmJx4gexAn7XX5zTkUCOioefH36d4mdpNlJZXhjFoRJSOLdMpsfMYcQQFGc0aWmotVc6Gx7OipMhOQ5QMScp/jVMLkBYTTT6/CdZD70UyLrg7PKOwyV/N1lqf6/Pz+RHWw6zTeXEQfwKvENYO/XnljljygRb0kWQEGaYlKjYTmZ3wIBia1GS0EhTFkADY6P3yTWyHOM7bICCU6No7eCgXqCqgRy4oKikro4R2Dr/2pZmJuH6MV+6gZ8cvpY+osHvZJ3wDXXqS+ex9InSk9etaMr7yxE2mQBIpWvRoRb4f609y9plt7aNp+0XYfjBlogRuXt+GmJfDeDK+iEhth9/uz0THzZEWBBbtXjfSgrIIxjYdARbilvw0KtM4/UnPzr7MhBZEYpP9+XCSYdpEKMiVkaqWrMBHAPWbph76UH/YkpbkNOuVkYKMc+m/0mrOsJMTFTftXXkSZRoB4sIgLHUGwoAgMkMavRcoI0Uk+xLjr9bF9SxThhzIUU8W7uHsJg0a6JwoeM6h+G9EBNqzAwlUXp/P5/pcn2tdl7zJLUvmerYibRkxdRrjjtea772d6uucVnVEtGnr9GIf7F0/6Q8arKK9lpa7du88xP3MsfTWVPPO60Ek/cQmSHhYOLlWZC1VWiWVO1pepON/jL/QS6f+kmEsGUj79OshV2Df+2Zk1ZLSXjjcxrpbaRlRS01VTveOpMs2nS+GUd/QLuS5cS0tmqRf1DVW8byZs+taM5Ni6r7Wmo7OB+7vVJy8IkH6k2XF7HZsJtIcA7BYiLhd5UUK7JkH3WGApX5FdMNorMJ1IauiKOcDYJiWNmJSjkBAuA3BWLQI3xl19ZJ7VY2N/D23PrP2EdFAE1kTEVHOEakW6FKodPKQ5VVxJIqqH9GZ8yIzmTBP6cky0Cql84M1ZwCIVLKVPWgmaRNxPFzQARNy6Ea3CM1QvYddJ4t/kIJWgFSFuqv/r4WcuRbEQralqqqvPG8c7gLtCgyZum1mF01d0y8lnyEILqM17IiHn5ydyPHzKGvTC+2+TZ4UgLaGdOkZHbLMN3VJev3lXtrCZko3cr8eXpkoRTXiGpyFPEvHZ/pCUiAziTkQQUsYoogojiciSdtBanb7NeohAgLrO9cLHq5iCyUBi0QMS4UEColLRlzL0nuQPyksK/fN5NFi3H5dazxomwku75SDZjWuncuYLqSjEMkhOIiqTAY2MzIzE1pNVHqUvuigOyKyYqZdP4/uX1MUc8DfQwBRERG+zVcwwrDvcI91xTJfbmvBb7MV8WE4bFnYhYynkvTgyk4R9J3to5DW7JGlgwiOkSU3o7XXRspyCCREEfuMtUYGcdILEqXwhHr3lFh7agdNv+d9ROegpioh73kBXIEBi/KhhnjVsf/PTYrPcEwqVEw80tWQ+l1pGX1XMgiardJagK32yGL7UwQ9z48qqgOwhnpyRPhW/QEbv4lErCLN4ziL4UFbZqtSzaxYjBqpp/UXgjE+mmmFZGL6m6Rx1Lvc4SwYLQn3nX2p+3gtTB6JLPxOl8jTxYxXkwxdOTebtQTftDeFhKVJrgmXEsHEOdECbt9amY2zB0mm0jjwIImokLn79gSxD3dnJr+kFqEMskBsd2V0iFErPFTK2VFDuow7MsyfvF89OSJirQ8TaktJN50cXFQwgB3qtlYeovYWpypvVVjQAwBA8PO57jtVGOlN7v7qlPLwnkzC7V/lASPNJZzCLVbcNxMz7QoPblvLYy1yhXtniPIYjcAo15u+7gepjPHE8KfklaFO0hERPtwiSCcyqBZ8X/T2/+t1ZGnBA0ccWSmNZnKQhFArM0/jYyZ2tFhIAYIXZ637ZCSIJLlomUfYZ3MUwlmlz7SWy1YRcTxVHrBQjx4lZx2UVTGrP8YQpyJwBrAmR5u7lhZPvQrbIQIe8FLGPKNcpFmvSatUKD5LPumBGcOqD6JFyHE0PCfwKEca27lZuF7IQL5W9C113verZQdSRkl3iaN+wp3yEURyQ1cHxDL0o2m4vQEswBeSUcqGHuT7NpoJOVZeo9V12B4RinAP9p3+lLRfcmBpEKy1cii5T650oXGgHsEsnAKdcbJqx1u24eklKJzJvHMv2pV4gmM15zf1mhTmfgOLVLnAcqf5Bs3Cw1ZE+N605ddle3NdQlHskFveWRbGWr00HJrUa3fnDDtcFxEpwIp5N31DMz1VDhFAABtHp/i/ef3JZCVeRGobYZG1zvLj1dJX4P2ZLhWPWrvOcH4/FU3TZIFBR1icGdbd3AP0Vw5uRMA6TV92U2q0PMWobBkVgcxXfHIQjaKYUQcyiom4Ekzk6VQpdmbYRKXPOwIRfitI6zL34PI1yKGBlf0tyxoElbEVD5oE0tuLzGQrWqxvfvHqt26TLwcRyuEpnYgkuBwjETa+d79XBElZuixIWOks9UeXlci9xdebBsop473OUdQLQK2Npad4hs7sunj/81t0sXvlZaF0M5ZZVg7xlMjkuvm4mYSlGVnVo2oj+iY1KrYtPzsrxKgjeRzbalA5KIckL9GjNwibju9jTdksgGpIGS4JZeGgwNBWIOjbt9EWzXy7rRXLOxghNpw+qlJj/iLu86f5Yc+k3ywhLKuVNImgoIpVCC5PeDFdRHhn0KLcjEl58X5EPt0Zx5wTa0wBSmQgR/VsQr5B1VmQhNrjPldy0m6aCIptZPZMa0OUPbXctm8zxrIr1q47NB6KnlUK8+r9ko7kAXooVBtRFnVtqQdAIfWkYgBAJWN6k3ZXEkCfSXEWFNPxI593/gCwY5cPw327tKlI9TPSQiOTvZCddgAA4UeROI78kIe4KlHe+/Ui/YJ9GnpRLTumvczc2N9wQ5R3p6MBjyT1E3bp1KBhXAA1B6Zo63hNNyhoHvHiO0n/tapauuuAMKTMEZDeulYAcSN7FZTojUJ18Er76oYEBwmsnLVrrQbf7KC1RtXFSjwRJTYTOKfmWbyeSpBDeDA9U93/klfV7MTi0JQ1DkaLUMofosPlmxYWy33vOzvm2gpTedhesS6h36iOwap+3FbOVoMbZ+9MoxUcDFO5icnMykJWkZDI0Kh8siNwUgVvnKAi0PF+6ITziaI25tU8VxT4EotBs/JzMks/zn+sLYln5NvsymefFHy03i5FJtPho+oIa5DNaFDMRbDeh+jr6VI45WakcHfTWdsm2+O2bcDJa0gc0DwgE1IjXKDXbUZFjSlZjTI5factEEOAuyN8qavnu1K0SBYxdqetz9RZHhv3xWVaXM2iufZwvc5J7aeK2gSCr4T62g5lXj0ValPfmHE6VLDDU7aKyKyPI577GL/jTaU3NYXovULpa5nvG6cWz7ZvcInTRfY4JEpFaAbh7h0HRBk48umW3rRbAxIfiQLx4zj7mvvMLS7qtRiKuQA0AIDniZPrXa8DjHYcfPlryGNsynRwUFmLcuEprrT9n511OLYvt51FNF4oO2ut7LlZA5pB9COQa9PmCF+ENWPWfVn7SSMQpTU5syqil+nMbmAjzTfzWYPVeoRLI8xjU09PIQbgkKaixnV0H+6n3OPIr+d/FzNZhEx3iLubwgljibT3KI/Jy2+CdJJGhECDKmVLQaMcUUy/UK9M3ySKukUO7ulQWMsynvDMSU2zYe+77AIPF/JKqoXhhlji/tITSoOr56ZNOpZdbvsove2xRwCaVfV97Bl/jTHVSWbzGQTtpG3IDpJSCcf74EVkOnotXXNnZYeHMUK7FgJEfzCapgQ5gPXA5EEeYXklSTWlSjIiBRBjdgBz9ezrVE6eGLEVrhOKhXWcu71CIqGybhhD05+0avbAS+vV6EXWTVQ86QjCyIOApdeFke139vtoyDOhCMoGlpAjLGuOHWSQCbMoMjYLN4dHl+qtUmpsZYeNPu1NrHNHXy7hqdrkh2enB9U9mdSc6qrM6PmnF4ftN72yXzKQqXKUSjDI9fG4usMbgKquVE6ddRa6kbQVi4G4JSSBWKuBlMR29KuoLYBZDdlkBBdm8BbbOKdBKkp5OoofIWI/x5xWRhy918kVIdhH1XYvPB12eiffzN1CNSKw2Yaqe1bJMU9q79dLfvQwmve1+Hhd0ZtQQZCjrk9RMQ95JuA8vAxvBsSMwX/J2qcnrbWPqBTBOHlcNGIPXXXIqmNQeHi1QzHhawJUYXJ9K/FugLjW1RMsNdMF/rbWhWEM6k3rLFHpgjHgFvXX67r29rUOkXNkz7WOE5UT6O6fz6cn8jiYIZ55lAN99wrcJFuk1npIBTwuht4c8oqKtkYE3QFG2oyVe0JzlyPjFM5v9+VxeXB7bMYFX6BtM67r2uGk2Us8FvH1yjI9x0TZzD3qJoXJFFqyrbUUXG10u70zlluFNvKQwLIooWKkT31KJo7+AKDD3e4zjjksdlTOHiGYLZ1tgruzlyGhESDCDIa476JIYK2IET8ibZntdYV7sem1lvzrKax+fwGKTqsoNyJ8+5asIdrnIKMNb5UQaQRWMqTDE2F2B7ZTMCxsfQ1ygmZ3jO1bIXhBcKbO0rZ4PjRRrGqLczBDuysbqdISFVLKTC4CmXXCMomS/qRX/HmwK0uJhNrmKNGSO1CblGZcQUqk6UVrjzoqQ7AFhm65MneztvqW0gHf7kYZoR30O4YSyQD2dpoFDaEUJwhHb6U82BHAJhaXLc9AlpupnluDyM5Q6YUs1WGdlP8Te+YXfMze6ZZqZi22/u1/iciyo8hlwbjnftYwQ4GwwsrLJMsiwrFDHe1D7cBRIPKCUFUgysWozwWbphwXVyLR3ntda63Y0FtadSZRVkiBj/ahemm5EZmW2qxkvml28+cFiA6cho5MNUuKqNQ9Qu0DFOR4WBPN7/oYTNEqxtTPbfYfAPbD3ItcnGJTmXpQq220bRigbST2TrjctVaveASvAYJno55tLXNkO6nwLE3QCUjlXof3HKr3K5Ucih1EhfAzOuMAcFJI+9w2Q/M4me9iN8kBWlcqrqT3T13moVo288FhiLXIJ9eq9x15zr9CBzajkPVhrhjNKL+ygOoK/BIj1aXT2F/KVI2RmaB1rPjCW8kRKi7QYQft733f15XREnXSc4/tbvK8IjLxK0URw7FjA9kXiVSmQxZtW6K2IUa7RL1EJO0Pbr9Ja6NtPdWpOZK+HOp2ejntrdXwvWM8ZqmdWO6K/f7+6o+NYsWirvy1LQtaGdC52ufI9SqnvHOxTF3GUGskI/wG1kbA3SIQ7vQrlscyMy+T0tZqJXYey8lx9bQ/uU87kg8pD6YTVb5Q79VPPlOXIsK9ohKOkfJ3iPI1qn5u/gyg0Amib/rMQ5lflPqvSfVO534jYVlbApM77vaXATtnsVYiMGBECki6kmK2d10zEUbrDEmgji+fYqP3F2k1Yxz4x3y/lM1JJX3yMSAFgqjegCfGU3rMMUa+D/FrDSWWRKJG68VGH3XEa4+YwbhQ52JldSRaXaYY2uuYAZDjOtc8STxqdg/irHV7rFLzP537psYmKi3e/bt9VxYpkospNQCAGxC+cpoIVR54lrSqzkdBl9cqYTgZWGUHXdnYIZc+Dj8/P+0tkl784lO9+DLVK630mTBdG+DP6rbreSYf1VnoGoevTJZJeaAiw4Lkq6xLYVRyQ63PfJst2grEr/vihi+/rmQNmoA7KrWZlezcpHzO2BOEtV/TSz/Xul/T45tRvdx4d3dlAJGMZDAcJPGHMtL3zIVuSNOxehHZf/4PVoUTYju108V0MJT8gvZojmNr5U1kKH1zmXTK71sajJJ0a1PQWd09mD31mZhJZDHZymH0QzuYXGbIeaLvorpQBTLkrc2vZIYbyVQchzXBr4TmXvB+qJmlDeVpJEXnBJRHVnvCnr4Q0WiewCZiH16AxDHxtCNRq5MddLyLFITjMUBypiNg1xTr7pWboyFE72xEGK+N7bGNlywd327MJUFEKkGpiQpdoTNU0+CaWFNzp5q/d5bZNxINhr2DwX10ZYdr+s76aZ2GgwR7zWwaf4tVDeOq+3JuXnuhx9KdObTHa9wPKQCR1UYgC+PDlD2FFXSX59DJiL3CFY2KiHVdoigrK6ApHYXeVIzmffJfgqtn2G++D/m0MhRI8NTIzMOF1qdYmpefX55LCafXUqKssLETqYHv4xU7Y5TuLK8dV/WZFb+p6xQdLNENh/D01VJ7uTMC13Wty6Tkg1gJKgYwrtviujwD+KUwWNjiWq1XB4nwsNUziojsba617xk91emHlVpnuIoxkRnGdZnAH6mIyY5EZSZ3YzthyIBDeDWg7y0+7F4OxKbeatp1VI6HSmvp/Ue26q2TAi/wkOLS3VPwD5anM9GIP8VSO2vwwaRFsiQ7LTFS717/7z//hBp7kSKfZSsy0z+ua3lsPX6Xu0d/AkBaxL6uywtkvs9sjzYiOn1Evz6sHsWYr6tTK1/iKuLRfpozC6bVDrHG0t75CPNB4QLLrI3nq3SfaSfH84KHkBFrJty4opQm0XVps+0o2ztcINdCJYMtUyv4YCxEeMeeerFe8lMWUzx1nMnLv5lOLv0zHVTygoRUUHLJ6EvsjPS0oAzAojY81P1Jee0dKNubAlibT+yL3Y7Wo3mlkfxIn+F93179cbQVBkbVhWd+0rM3k5vTUzUCAsnBYhnNuAzqgMCu3zYsLg07PD+BR7SL6un/e63h+VP978ESzhc1fLTWYvHYsi7p+uvb8z5/qNUEaFaOxfYUQ09rmzD92pZlU39uDdrEM0v+EZjsQ9MYpl2zIZ8240OwCd5qqAPtdPNQN6VEdPa9CTiULxMAwmMndBa3+3VdnYxbIz/KSCsBmP2wR6L2z89Pf1LL/vjuCGA3Ft/N0q+bYbXZBYEcFZvTIwt4PK0Bzprs5yqf1f+2k2McjxZ5WT8TIM2zW4CVeLcAY3uo7g+ZhhDh9K0+5NtiXWtd1lE9G65NvXJxGfOTyWgePOUZxUz6er6Yxov81IhMWEckuxlmQ8vPkfF1KClCKnvp6Blqg8P9bmqexvPrzjlZGkayExsjdh4rRXbGlCfDPUqy2Sa4ljxj17rWWlc5Zvpmgn7JuF1KF1OSjQi2IxG9sL220wLtxczTWI5v/ZN3UErs8Vmw189HzlSz9cHB36zt/KnUjfMrQcJ2SYmIlfBhiEz4y5CVFHh5VacASlX9oEZ1oKlmemLVD8UqndyD47+IBIPFqDEbgvftBfJbvWqCa61934RqRUAagXVdqCoBucGEYtXMpU2bOSrJbJ3839/fVYVvTTA6RC9ZpZ99Elmlj33w7tK1WWGsrYbrZrc6o47D8cVlyCiQrvpgMv0/tr+UgvRxdF5Dc4CiMMkE96ThRJ/Jbq0ma2u3LtNE3MRdexWZSDQ8C+0RnEs8WTWOBj3nClQMBcgmPvmt6nj74DKReVL1mSca7BdV+d6IN/LSVAp8+Mf6WwpMjsn+i2AfB/uQ+NsJVYUkABnNsqenMJlFRMTDYIEZE6/3pALoK2t09jrDSTiu81p48FN2dLzpuM7sIKFcjL0fbOt7ao/TywdB9pX2jCj1T4+KtQ2dXwGO1xrPIUUQX+yj3z/07kNsX1Y8UzqgeM3v7YA8shvBXXXSBq5Fj1jJE9OC89EGEziod90Sy05RUrdUzc62zU28eiHgAUyV5ZdWzd5auuhWE5xbhC+u5+5lx3VIfosYvBApzezC9lWWmAfNBFstZJOzQ69tbpWJVAzQtjRlMweDJuPfPTFffG+tcsQdLhgnkAxuwBlw4vaIgLmviGXrs7QisEXYptmKbUz0NoFk+wyaFHlxvOY2O85KPQg3UhW0JeBR9W2e0RDVpTACO+BlHilVCARVZ78FsRLhLnSqeMKXTZbnoMA4lI5HZKOlvvgxKdgCbyAAFQhda51IcOmrfQDcfXtA87EgaRdpuJgeIBzrL6JVbkDuogDSJzGO6jmSoCmBN1QLNda4VJhRcmxkwINYqlaXK0Yr1fgM7O44pUFiqH4RqaHksD2icvoil7zGdnTws+wxBPulPQvFdGKV6XH79hQ2VkxTOqMGE4qZElZLcYpBbg8zqgaDTGhBr2Q2EHT5p+mexhcCZlfg192Nl8N3gGbC2vHt//3dqmSOcAP3vpdZGHeyNclDk41yVmbk/itJHQAyB4J732aLtN/f35+fn/iSys2nmvXM1pqTP5rZMgt3/dRKuDuxpMz/fH7uUM4Xsf3EmI7sJRI6oZTRZjffQkPmVUeWaguPPhx1Vlm6Q5GRwxEUoq37DVcbNPMLcLrf2+xaa5kTKyLuZfZZ1zILefkdtFyRWZPajAZPI6VJ9iUbzyJOU9rSu6Tzl23+cCDKWz5px710kMOURZ3yfP/5qhPs7lv6b/m551InGWlGrVfK3/tkRtqO+74rLEUqpkKQVIv2lmN5/CQPxxbXNBnEPtgI2sQQR0VwF6WgAKg0ZK3b8FmIKRzzUy1uYcT2uiaVRp1q39nQRqkGmbPjkcA2kXOPiHiCVb0UwHimTT1/lbDdyqx3j2W1/ZFlrjnhV2CdigNF8KBGoJAUQmBxJF5NtcWR06MR7iGoPJl0qiwFlCaqSqAc57034YiOGZtAZPZWgp8cR7mwM8D/+/tLKoB9pxKFdP2ule1N5hEWVUz/MZ4wcr2wvba6QIbYWVsPZYfc992Uz/bLWBVf5u2sbOYSSTOAMh9WjPOx2Rwje8ml3Mz0prlMLBVMxzY3Bi1uv82WLVt+7cVlXGGgrwhXzWfl7C0z0k3+IJ3D45uY6sPUbmKolD3CyWUm87axhTqQsMyjp3CQ3CO4wmEsIWq+N9JHcA7h3KFUlKonBsGgOY9PLp5uV6tZWx5Ia3i4XmqR133f27c8Q4qJsr4uP/A8jf2KUnrZ9iCOtybFuWYk/4M2D6E2kecsZda0tjt0AOfE89FI3onUaFLvrmsySVIMS+NdFcmgEufEb4YhfPZxRKymO7MptmleY4ZYpSOIoJsQRaRxDmrIeWb153GWiVtExVifJ7M5mnvVdulnZJwh9U4H1TN67/uzPjTGaB5gdabKw5hcu/fxOxhU1u5x05jZ3lH9W06ySM+ijaPpGeyvT4+v+Itgg/uCtZZXtqGZiRQ0qsxPua7rmPvIDJi5bf3I763C8xUnlPWvWTaKb2RmylZOkjR4c+zYAeNezh23bRB28ef6WMAZy8xAszCDZd2iCXwvl2C4jPssYfhuXhR/Fj3TSR5S6DWFTNBsFiZAugggqHYaJB1MaMJgsbOXL6MWMfIkKGmluFLHIIolldoSkIm41rKnnJX5nf3k5dEtk4/EEcpf3qLe4qlGuZT7jBdJAretQVSR4m7FQQZpby8b9OLwMjzrntq4wVEaCDIK2AngFs5DKOpVQ/XSI2tafDr7X2z0wd2+CJLkdamBgUfQEWFc+TgxHJbXRrzPosKVfRBqEd6qj7Y4uaW2GxD+xU6lKAAus+RTtIi4915BD79IGv3eHvG5llmWRxthtVle4E2Tm0hpiIDZdd+/EbGW7f0oaGpPTa9Dn+7p8p/rFqUxKETj1SQPB9cKKBi9mWVzVdHUSY3upeuVainXn8yRuUdmfIyBfg+uX2bmvqU3O7MowaGeg7qJA8DaEb9ma13L3NzjWmvZcguCS+2fTfmaUMFg+olOLPKRfhblVH4x5khXwkmvmtT5mgsAC1/GHYhlQWz3COyiTAbMdAclY5xuBHn/wnnae1+2tNnh4XTsA/UcFYwQdaaxI2+J4tSlSTRNNG9ColLYUo0HtayH9L+35kVVJgzIKv9bl1mUvqOgjIe72g3n8ZGME/EI3EfVNt2ze5IQObig6nQUPGfqDK29a1AOeKXVYxxlFpm+OMt0gfVGt+ieSEua9QJCnQsDW25v8ecTMz6suqfRXKZ8nzP4pe8wamN2bdZvtev0CLO1t+/tdq29XRE/RyyqksO3cy1DHF/sS1xNlYSjMCXCyeulSOp9T79HPt8XHMTJie2fXWmtc/TPP/80Xl+uMAJIxmfZLs5JXDHdyOuqZYpZAjtP3VsmZ5n5Q+We/Iipqu2nElumpiLfCbTB/buRu6U2XkZubl7r2ve611q2VtHHMlxLcbSlFFlFUbijkCdsitDWsJr7+DNMK7Jo6mn2hCej1HdzOi0KKtnMYZDxTkb4Dusa8Ka/AFTutt01dPWg7xXzgW+GYuX90NKf3+4biamIWPLvBsKDFtSaFrDrt/o579BMNs0kIpClGUH1mA3EabRiETvlaNfoFJvO7CID3iphnsF6bALO8XS3Ls9wmyXgM9bZnzfT6QWMP67L17Sg56yRGYXh4AU6wgWyWNE3hCpdXfrI1J5qex8yKU9m2oHSBUOqJlqBZbIMGu97j0ngn/u+zEB6+P6N6+Lt+6qcus+1uvdjFDLcTGyJCOPad0G4OdYl1SM7Nnqm3sRrNV5H3gv46lDFINHP5zNPSshmZKCybCIh+Hh5gdmY2T4rxV69x54OKpzSwz0wWvk+RNaX3XE4ljZ+3w6oAQEDu0IIUpHkbfzn977W9bkuObfFW65FJSipKe9aKydlbsEop1YzCx/FQW1efq3yH30j54zmIkTq25erTVg6TekR7uphZcp46N1CsRhFIljxHUSu+FSvcv2TqgvDHI14p22NbrY9GZnVxUauSi3+PlqvbZp/Zf1svyBQTv4muOKwmxFQ+nzyxMGmAdjr/uOVagGzgNRbO8Gw4QPRrPHJsN5j/ldfe33XRm5rbXH+1dJywSr8zxjdy8IRI0DeE3zdrQfTBlR/7MDv/RsRoJqdNVBKbilgNIYgm8gIN6Mdeyip7ve+l7ExopojPHXzWLaWrf37T2SNISLiTvS4mVAa8z7TU6MV6/SFeZB99HsbHJbume5QpZIB4GplEg9S05QgpaMDWl4Ptu5tosk3Bx3pFZPJzUGTjJwSZIozsAXmSAEjI2gbsRPxYJF2x5bzZZktW7R9Ga7FtS7hmstWXNcyY2Nzr2XsKsFq3xkl0rUuI7Xkodd8n8M/qba/YgpUmLEighaBKIBmJrmFGSJ2Zg6hCgWx54l5mjBpXgTaFcr0MoPOKHrtogRAzklCycGDy0yJNCcytywJGjjP6xWQ3RDnEyIBD5wMdgDX3cv7WPdv6+boK3X6klRSMXkvdX0kGzEeqpgcHfNKkl/Z6nOa32wCx4tcIShyMZUZM9apr6UAUPlTPbvXiMVkcrXCpUeoj2SkHsouwvARQvG9g5FVIGgDAst43/7zc5EM37aO8nLMfyZuHoB9b4fvvTWILbvBDCHTLUHIB6s9/hTvoMRgo002bc10rdNcAfGrluKJcQUZUshtjoha6updmw9I1w5sBXn7SJn5d/ExLcbBlMIjI16pPcmbb9i47wgPc/ft8PB1Xb630cNMnWDu8lMa7VrrumDG65JJeX9i0T40AnHZMg/jvpLP5MzFa9eSJQWP0/qa4/WayLdS0+qMmSUxHVrNnz9Bd3dhoF25Z/d2VLqxouC6nwecux/ULqRQ4UHmviRdRkUcogylokinMRhmEB6zI6w6XTUfmXQzT2B/4gpkIJARq6mTHv3ZsxiLSs+oFBuDlcOmLOxA5GcoMjutXZGe5ihKU8TcRRthxY6BB2ZzCcsRDfEwtZ1sks1E09LPKythMtwo6wZKsy1fNGAMmilU1uuOFfAID2fEypibLMxTjqxtEtNLbcIFlu3h/NiPL1eESeu195ZGY6r/jL2KsUtQ0va9fRnNlkcgfK2FxnMoh3oqRZ/VGCyw2HvT6OEK0T6ZLKZDo/lLlG9hBmSbOPv4N9loO651ZS7SwPm+2Fm5aXaCwwJ+eUm1Df2812l8c/RxJn3E5w9NDFFEIhw73Z0qJUSg6rWq/Ws6yX0jYOS2te9ti/tWnxbbvml7XYsEVpAwIuw0q+/MGi+YwinkX+riXNYp5+cK9OctB+xkRoXvYkNtQQBApmlEZm0ggtu30WMwuh6JHqjRbvdSg9BBpbbImMXdsEcQ/eCJ4CmavnfnzO5LI4gRGNbLHuVmsMp2n0ZEawFvtyXQupIhdq6Gp0GZqhuqWOOMRBXY59HP6RTzdSIs+0y3FfbQPafkeG3roNMCTzgKKckTWn3KefQ4WwCURiJW2vOMve/tSTMRAmw5qyoSiYjrWtYrj7iuZQWZWMkmkH9EBoeIYa3V8Hd9hKVZqE1NFHS0KE3O2mYxrR81PfRatStzqjZ6f993hIXHda0WkLrtVcJE0sQkTXpLe0AJ/xnt7njgU3zzl0ETDy/3ubL9CZzpcO0tE1/Dfd9GLiyp2e6xzHa4MipxMXgb7HY3w+XLbqOZUFfc3IxG6k1XcMSIImmbW9OZiuL//vnHjB6mfmlG43P9aZOZgKWvBhnZjC8qIqMxHLv9Sf2ipCgTaYQVSvUl1loECl2hGtdVw/YkgkzIZhNQjFjY03CJeVDnYJ5nMmdqJzRTSTujD/yRomV6AWEMP/WTniOQ2XeMrQed9B0mKfZgMrnOUwWTRh2ZRIEIKXp5r8k6/3zlIjlg5H5vSv2M3vM+tO4OKxcMacvivj3cuIBdGwdk32u/roK2A8LDt6/P5fftEZ/LIrB99yMmPSh75WFAlROjh2pmiM2RaNKLNpnRi6dMvtOf9/2bfsxMJcc9qnrz5DJy2/WXa3HPOObIYuje//aK4kp95eGCTSrRciCN6vDYdx5ED8camAPg7757DO5Bg9GkUe61VXqw9162jLw+axnDjLS1nNlR+FLhYNSuWL349eqJPI7H88P8DQda9VChZRnpg2UQ0m/33gEnFxFQ25khYGvBQVo7X/r14kHjMCRZQI6ZdNiaLDLxAWamaag24vh65taXsIk4TqVXfKqpMJcCcVSvr4EhKtU4zS85awIJclqQfsKdKD8zALWTebE5NKMpJ1US1eE4Gr+CRdWBODoCgG7GqFv/C6OJaJ0qyyyZSBuSBNsdHal8a3+pp1SfcDloACAEeddnSmE4m4xjrfX5uQjf1dLEFWEwFp5OCfgvj8l9b0X/IqC2tpJLrQcB6BZpc0mbfma0uwVkHxatiXewwh3ksrU9EF3P2YkCcaJZHtn6o1eXqVXqYUl57eidqzkNjWZALbuGq3VuHc7xAyN8+/aQ0WRMjEQnGR6Cj9OdNf/2OZEGbFo6WeQJ/v3da/Gydd/r87Mksu261rVujyuwItZaawHbP4VvwGFP9VltXtNvjpSubZYrpCEpenbMpBGStFUCeYeSaNZK+vXqMUTl1RKV/rLz1Izebe7ulYrWg+mlTquQ1J4YTbC77FTWAGl3xYAWzcPX2MxxW54di5bmKC0k3gsSGfo9fRwiO22mm8PEjPJadL2f3KQKyhp3eMANFlW3IlYkS2myuV5qoNVhLbLs8RCSnjzwLYqn87KmQMUWjzA7okLMK1I50mpnWa2Z0cG9EeGUCf/8eslvuHt43PcOx+991zpHey13NWNrxo0EA0xCWgQi4cZcXTTEDpL1HCPdzFDnRQpOTzzMtm+U9d37iBEzyseV4q+B/fz87L3FntydMNpieKkIJJKB4Fm/qkf/gfzQpFYkpWSN7DqzRxpPJ9rEM7rEJ3O10WUGR4uLez9YsqjUzCJMm75MbnAYNWffqWNCfC9iq2GyQceJgTDfWu2ginquy7gW4Xvt1a4T4f4biYKsm3v84jLfTKdPVw7dU3a++G9/tz9JJ3SEWj2Gu6WLoovDHx5Z1JntTzxaeL6lUHGZTKkBYFxJmUPo9Rf33kBMLIjX1Pj1pzmc1wWvlfn+7jdnlANYwtGpEAkBEhYoPLtuvJAEFngutbZgeg8pt1zyOwayRczOsEND9CRbsjHS5+LPOOkfieOsMjqS906/WC9LysXEXYGR//itjfFd1RjDwhIXNiN5MTyTpJa6gzjhZpfqtouxKwGE/VyJIVZDVwwfmXhH7Ic19L1BvYAlVIjKfznXl24+D/W/0Uz8gfzwfB4r+TJptItnno60fsbLqNOV7THqcUzvoIR575xxbcTe24O9+RVDER9lRNz3DanoqNRDqm+0LQgOY10GU1qtcS3j5e5+37dKvARnuZbF7sCTvfzBc7mber4XkRnjPzrOXMZvxqRVWrZ4Uc3aoywgL+OxLgt9cOQDqdQSOWfmU47RJyac1WhpMUXcZysfdvsfZm/PVI+dmDTzJvPK+WH/+r1WPdpDObSotMagcTvNaPQNglUQaXwEjt92fd+/iDY3hendwc4yhci+x+z0PLmXD9saP9meppiWssf0E7GzJcsoinqhFHZJ+D4+ymAk32aBViaVrIhrrXOua9mrH1MJCXJdF0dvNl22qnNOPHP3J0H6SNFcoxSmhySSVHXlNEdioJfv6qIrLtaoERhEq7ATgMoWGc68YzyLaNv8bdBqgQOOdC9/xhHmxk9S6AkbqfpUlFLn9+1hZrbvDc/WIhLwqqClGaCeDGV6I37vXwJr8bouLiwz8UD3Hb7DGLHo5it1q3Vda619+3WtG7KzfC1bay+llyTxVFmmNoMqvjqOjCL9VO2bVp5rwLbYo4ZcHJuk44Bmlb82Fy79HJliAQBOOKD+Oxk+nSzGTEnEqRQZzWNLi1VcM3qYw67Z8P5EhmdLArJM5Dyu07c0tK+vPBf2zy/nXVE/ZL8RFe7RXM0M4cy6cA5pJMqd6l7T2/RxThbWa4nKt84Pw1M9z43xMao2wGIehj6xEd9bDNFnJhNJYyK63aa737/3772zmyRX10pNAYysoS/yMrNsPxI/1+pYfnMKW4bqZzI5uAapgkbd/FRCIl6cpS+Y51QLe10WUWllNKH2iQj6K81frMr/RQ2C6Vq2ArhctJIz4JkzDZUbPnhEhKyvOBKmHWR4qsR4ftLzb4+RWFSZqNh7h8dal9/Ye8ODC4SBHvTYHsHMCAvpDgRsuxDuuIhw4jaPm8vWiu1hQITzc0XsZZff29YKhu/wC9tw37EAW3ZdsZatxVwu47KfYrJwt3VlR/BynZwj9zpFLU4BuIfxVAlOuj1ymFhGoKqiENVVOqCWI4ClVA/LZrYREU4vsz1ZvUKE7fMlsNjdHG23FAUiUrxuBxeA9F9EOINaNzGJFkI1BW3KhLo8elx7jPUZkSVVIqqH81iiaxDJ0jEWw3LPjJsIUrlbluItBrPAvB+b2GY8C8Q084ekdaNtDdXSO9SzIJu0c0Z6qgCFvp8ui04aGbPyRCDE2QsY6W8DsEJNJqoGfWoKnskkdN+/971JKHGJZJj7ZkmXX490YFdEvNUoDE6EckKjeKW43gTH06sXrYMY4SEkbIjydkcPzwqrqySKNeyGeVf7UZU1pW5XIrF/FX/pyU+VpJWRpo/J2ydjnq94Kupg90uoTSXXsvt3u3OthfA74bWpVoWpO6X2mtZcHC0RNKoqjSvuOy5B8qmjMBge9/5dcZFGmHus67rvexV00LrMLLmMmSltT1aImUcIOStKB+ljchjxZLJzC3v1+vPWWWxoggEoCuPl6r2uy8P91sEghNiZ8tKB1Tlpj3WOdtYmKwklQwOdKYyqpWArs6wkTmF4hcp6SlVJnGACiVyVXz47noZBnbgWjA8r6c/XFEXTkdnHN/swPY2ypkxMdvD0VfUia5Ct+/RhQ6tdr+BgUfb8pC4IDGzAnt183wFZo10XsZ2/d7ruIzwOZJRKpXuEcwzXdSEiYndQYq0lpnNd1+/vP8ElR0EcS6pTZj6yXyZvtbUAt6GtsAsdO2H9SIIgF2jq8vcyhdpK6pFXruzJINNKmdk1TqkD7YF/mLtn3Z+r+RczqQE+7Xa9nzybRd9UG1zQzLaH2cL2399fJenplKu2ICJ4GtOkldHyKlVRM9LhruivprzvG2vJg+P3HWIP+778Q1se3GZ7L/s1Gq9rrbVI57WXWRUwcLnRbNEXLx3Z4xq2N6M5VD7gAJrXmB3YhvkVhsIiSimjqwYViGWQ9FNvckQAHljpeJmUGQB3PXN3mWIFtKsnWjWWSN5g+dUcRTEOZninpuSELXLYd/23uqTUqDBQ6AmdVvt/en0LsD516iYmD/+Wt9i4I3C4xB/MvX/VeZvU3wQpcRHOMsnaIyPtYQw7OpXsYeO8+BdKcig6E4jf+3fvukCNBO6T33RdWSXU9CPrJ+PBAIm991rZ09WMHq7qyuSVfATI5jS7qLJ4gRuzYGiaS/3FJ/ImGhjSKydWyMFzg7ya4e69FUjRDeXN0bLPmHkXEyCV4DHoeYT072M7I+sSvpnLlCdz+3u33GXgQXjF4eUBYToZOuJoXHHkmZWzPWwtMAvClH1nVODGhdcsAnJ3s3XvOwCqUUFs2lr8ENxrK9gdHtucRty8rnV53KngpI5zFU8xo5zFDBphC5Ws2j2pjtAb9F1scYi+sSa5VlG6q8F4Zfazh1smmqmOOTnCEDIAYLV9qRQg3UJCZoctUEpTsWbtc7sJdsuhcnDk4AhhymQWD9CKgDG9DDhpnSG8wVaW/v01Rddff0UbbplSo1uDXo4bZLh50uOD3R9um7GdptiMDovoUF6fXLN4jCcrBooLT/H54PQDhUOWUpmfaVd17LVrl+NREOSHNOqW932v67JsSAzl7933FuivLrzvUxxApl9mrkNkUt9JaWkW2ey4P4xIOGcrMOBoU9To4Xs7ZBeANPN9x1CFfn9/e2DX2GBMp7fHSY2d7KO+2erz316Jvq2NEliMPK4KkASZ6VwVxwiaLVu/9x2J2C7E8gzFe3meqAroUv8Uj9ruxs0LEV4u+hDk7EodT3xARbE7tuNieJirfmyTNHJ9Ps747I92bi1bVwa/b4QZKHbmEO9Z4BVZ2i5+FBF7mK/PFaojOhZqrO2wLiu+TdBLSuyseQ4dug7h4TzoeEqaYUjTq9SZBwmnt9CQTQZyW42JRdxOmdgeZNCQNQzJpsIcVcZc3DNZXnu7j8YhZSHwmPWc+FyHEjAB4edmuTkdas2XXXiAXiiZbWuu6uHCkBO8So1UCB61PEWQ4i4EcfscoatI6qmcNn+M8Xpsdk8T3PfvrtPATp4kOdrLMgHDwz2WUWlT17oi8Pt7X5/0DMaIFdRRPRm6ex8FZ/rIw6MRJzBgCdpcegVwOLSHOB2dVDsetiwQSpRF+qpP7m4j+F0xUl1spA20W/GM77F8mezIKjJ5yaI+/P3U9kU/rqz90nVGC+P9GyDWWlGdFb10b0z9KGRkiaciItbnWjBwF8Xk4UjwFgKRHerlY6UR8L3/GwEP88gUabPrAsK4PTFrbNvaNLNrrWtdJG01HHys5QK8ba/TjB3O09LvZ4rKgwcpzV6YYkoeaFUy8uMLa4fvcGyBgMGlSaQVKpyW9PlG+Xn5pPg1VEunNb43BleSGMBgFgAYUij8+EtAl8tIhmSDjP/1GpM9s253wIvnTqqjhUWmLjPCyFuWzpdfJpnYdObWjphxIKnzlF7GHEyruniakYRKN6sKcfLEf2Mu542HqxdPuC3bv/v392aptHbSavPO0jGaTtz91/daK7HBiPu+P5+P+27FZEL/ThZjXXYb6maRz+oiSXumbjRP2NsXr+5vp72TdiyB7SN8rhv2wW8eCuCSmJATvBmhuFs0Drt0xUEEleaMVAnRiuvDwmo/WZNXhDcDJlkJSzlFEIRF/PqW20U3oWrJhCBky8LDN4yx4y4aScXXMgit72oaoKULIqFVPZS4qDCjLZkeOx09YMT+7393mK21fJlYnsLEe61tWzXe5S1e7hZmG1DVWS86v7OHQVsKPf6NW8pSBETgllo8c6EJQfia02CO6pNMrnVEq8VCFvIgIKEfjsDu5xyNA0CYwetgphISGebpi8sICYRvkM4OXDIQQs9keY5Tc/rq5iXfOQ7iVW3/Y1RfVRpIyoSp3KDTjFe7dSOrn/goi8NgYQpiPlZAtDrzDIqmAQQeUj3trN2fRyS2w6mN/FZnzq+iT/K6rt9763lNGDHea6hSn9FnJ7L/hIa9t6+svGE3eFOfpnK2nsrJyYjVF6FZCY6a5u2RIhPdnRXOtOz5K/hA++f39/r59OwwbEat9nVdapmgD68FC2nwjSiebMezeYdaBEVUavWhhkmz/leKVAFHlOM2zd1quxWRPiYyAzdwj5Ar3fcOjx37ui4N1/feiEJ4DCd8uwNmyxBwv39vXvFzSZOslDSK2pvThTH2dgSUh5c9v6gw7q+DgdsdsVf42ptAJGoWca+17L6ubK6wFpev5ctpRu7tCbRluZrbZLQarXxZmQh3kPpm2NXOGrZ/FWzs/uY4ZhYBc14rLytfgEDAMFqyetP6shbPed4CoOo00dpSJkPGweOROS2dMtEZAHpIWilzkCy3T7YpiAgk0fRDMU2ohzbXp/Gh2bVwOkoFLYOsvnKX6eFEINReMrvdRK6bGFKWPkQrL7otz5qSZ83KZmzRmA2z1aVLKaI1zhgJlS1cHy/38F1pzB739vDUqZH2USaeiHcUMXQ+zRJwfSA2tomaHRxhKZVllwczygh+hOoSjGrfvhO4LhkQuSstNkqZyB0Hw9Q8x/WHlFyVEyjvwOljCaxr1Sbbdg+PtdbFtm500LSjDEu2wKKx5R7PnmSH1ZDHw9cHRjSjvwOdRWooL1qEA+4IxHJXzrWMIyq8h/B0dQYB2lruOyG1jAEEDeELBggDxSM8sMgrE/OSnu3kccCuhaVUhvICoquADdt97/QW+b0pCuDeiWS+1rrUoIvkda117bWWmxxF9LWW04R+TqI0UrvESk0NOvJ3ktW1L0mt14tH5Y/z0fgkFyXXlll+riStSTNhEXHcGJBC6W0PBEP1eFaZEQpaGw0WQhfTfnkqp8rqIIxeAxZhSqUwNyZ4QbGX6aVJlefP1zeLeSgGzz+VxpFyCgkjEyC9MhkZNJpIS9f2QYnMDwaIxVKyktrloT8xXZRaRjC6pInJvwXepR1pL0GWy0cguG//3ffv740sjKQhWFjfA2/hntpBLQgtDFRhLZQrvQ4+9LHvUhhXdwTdc1dVTqnVhuyTzHtnJ6lwlw0gDtqqNACVLRvp9dD9BH/ocWpD0piqVM4AfMaYDDgkHqm+HE0/Wja1tXw020kED1v6eCLQptOkp8iCuhwFz6Ni71vWgbtTdUyUNoXt7uWWU+hXWQnEHo49QGev1IFya0Xr/vI9BYJmCAjcpcO4eeQqd0V+XaU+yVF3XXbfa13rutYv7VrXWrbDlxuR3T8b7dTiNKqLoPstOVDr8z52MQHJh3JbtPW0s2qfcvGT5oeFT2dY2BrMf/xVaUclRuqhed7ag0MVUnixlhIzkeH5CmztCFPnNH3lD2/ia7JP/ffx5nXBnOwks9IKS8sQ+yhSmBe3m8Q9ETwDdLb3rhSSp6vl6C3RepWicnFeO+2mNqDyqvoOzX5/N2j33iCtwsMisOmIzV1SoHpvVVqslaaiLTXDFMDAqb/rb73OIMty1187AyUPHZL3WikQLMftdV2/v/cMXfMBYJ7c8Lquf/75h0rlr4B9C0l3v7qnBU+uA5r++uZ6qy5AZYP9LY+at4m5DLXz0I2pE03tet6cyizHfK5Zpd4ZvRQ7HxnTHlnZJBXy8/kYsmXntYSr+Hfdw6RaeXNKQwWyTiTXM7I2DO5x377UvMVs78vs/lzXvhbIz8evtX6XLaORy/1a6/IAsBbNlwzrtZZKajIWVU6y+76FWvxaybGYM39kJq2d5U2RYq20JCtpnV4ROg83WjsTViPs7YfDJGpx0KwwtNJPgZGPSEmU9QmESWI35SJV7j9Z6jzSr236vv77FPWZ7E/SBe3ehlE6xZVGHi7LMyNlI+GAGfP8cgvUOAVUUfrM4DIDyrfZjXJGskGHLTN4wBJJNxSQLhZ59vTFNUKVpOAyGXeL2dKW7iG0KhTDikp76V2To0Q09k3/TUWeVQVXZc2glazu4tQXN/PqjXB3LpW6vgXJhUAaeiGciCq0T+5gpYPYWhc5nfFJPy9Z3FuFTJfOS/tzd4eCpC493AEqu93d7+2KiVWAiR4B2pYANwOwjoqUO2HXsmrpynK+WjPn56jG8Bw4WBaC+Vjr/2vsW7ck2VXmIpBqjv3+L/vtTgH+EUCqevaxXWvWrL5UZ2VKiGsQVLLZVLNtFzQSGenhT+eQznFb5hF8uPaqghRtL6Nhr/XZH7c0QiVC7UrsMFtGBtMsaCYCnAQy3Nabsb/XNf/NecG/7ej9gLdYhCgCMiNhsdKiAggSCAKRQRYqvsOc3y+SXOti0kwAt1IrZQ8oCC2PBnO5ZA2lLrbw/6ZZcGnPW7H+0rbzJ781Tk+MSloU3SuT6RFg2oCa35xMr2cCPdHtVovzEa8SadnPWaoKcpV/SA8lZNT8uRgQZZLXqSCAGXE9/shUmvpDsbcVMsUWAA9/b5+QVyb9Mp3TedEh6LLi+o4eJTCrl2+Jue6+F1JGyFfPNZkSUn5PARndNFtQOi7fI18knZlpxqANjCEaWTbLKEDTKI677P0rKTO7orzAfWzG15q3/ZIVM0vY8apGVyqHds6RO1GPB5EYJjEKFfWxTGsixYiw77LxfBAbIzA/76Or7ENktdcBChSLd0LzlhAROwH3n+fZe398n6fs0lq2bfmKY/7ZttdLMmFmHmZ0e7Ug19rGAqWsi1J3VunWKbjMzizgrUO/TuqXzjUVUwX7zSRTg7hmsonsi9J8ExV8hTBGggablGodhsjmMy9nmQhkVfreY6icSVVPiV+7/69fz9ONEH9v1tcdvr+tRyDIVWjmEN8UADNVEnWz+StLlNlngPyOK9vRQGFzSmVkx0chR7vjycJnxHPy5zlRsryqEwo1dmZyqKpMj3D2XivSMiDPOduWwTIDXBM93bXgWRzryRO3u3GbrtvQfj4fqYbMbGifhnC/B2Tcq/lWX1iND5ED9V7T2PPRMvf4fiYHQ8tT/10x8AVuvE7j1+tvuyRxwpVZyEq5RbtBMWaQhYaMcTsloSI/D8A6gkWRFaSxhpkmMoOV54RZkZS8xzW/PdIs4MA96oGjU5RjqwRiUccoBwo192QRwWdm7mUZmR57bUSSdGTs/eezgxYHZ5m6FqxnCcyLl89ZSRyWENzNbHnlaH6dq3tH/t6hewcBpAVjTWmLJDrbV6DR7uyDIlm8Wqw3rvP5l+Wob5Op1tZM8d0xYXw5FuZ+6lLf4vN/0TK/XrcK/qV6XrEpiMf7iTJ4Oxk9h0+Qqb6LrwV8dbe9KzDroPf8Xb0uZ+5iNYn2x7kMJ55zaDsiuFZ4LuPtIAiSD1DQUF1h6JCsmmPkDJr2QpqM14il2+36W6fMb8d6zQ3cFisaYnP/ML8r3/fKx3ByN684KX+rb0zi5gMQvPZet0G+S4wrSge+UjP3ZnwLxNc+jVyqJxUVAydQM6fnslQwnemukZMlnR6RHh1N67PBVWBgW5oFkXHLH98/vwW9wlRF4KPy+S4lCPL1+iWb0f5dhGcyF92dScSh1ho4z4HHWutQTQ/FdSRuiqZfft3OcfQSF4lZMxTdh1mb0grxPXVfr2sbvvaFiWbGFvNcHxhYxNF2WwS0EfWBb9KiX7/MZn2bUEWyrVxrK1VZvlfeSO+C5fz8b1l6L/797Ryk+9j/es2Vb6vLTANcjeuZArjL9l/KYu6hPPe/P+JbufQnXhCNUTHu/uPyu83WOseVvxGeRSRH+XYD1U/wVWNCAj1/FsmM8jjQPrtGHr5Z5FspxAUQnV/NJkbT1N/v0Xb4NVGbF8RuNisaevemw4yD9ENHlGa2y89rdQgumYB3sgY6GUOWO6nDWEqgcme3mnxXp7+de62NKfKBRpLVND8E8biL7SccR+Sjy7KrlHizQYrhaIvwUE3DgMVcNANtFeojUTyJ+1cj1S0iSUQppsKceYKWGSpA/TyuIXSJ5dKL4UvLlkHkeZ4wy6xJc8uYaz3+AFjL1pbdir3XCa6Tuzu/zUy49VUjClzQmlhBctGMzGUwE8MxALMxPu8h/G+v72ODNwFRRXZkQoRHCRgZwczUYMyJC4IaKVFIgfJzi09ztkXyUBcliQLlqLYufweEgGH0kiBAOZrq+v5Kt/1SNPeD/Dr5t+779fX9NmWFTLO2+xhEZqTbAEMAZAXLGRUcqeAdEZUSUbSo2EeCqb9NlzvXpXOTWLtnIChifENGrGWe7/Em+TyPOHrrrqoltePNdrZSXbLupJEW2bPSrqkDvzQyOl1yK6Cb2XbmH2RbXwX5JJ/nADUiUpig7P4YXWoyzSQRlZ04x01Z3SCQOzLkuQOkMg46k9PTVI+oWOp3mERMWWqc1VvXfLVvzjPLSCcSnpWtE0MrQLPn59A2COu+jKLC1jWz0wYEBGMzKUlZEKiFEYlAMGAmIqbXwf7rVZediRpiNs9I9/RIV0XWD22d8KDubRHJdGENbFXwrJAN5PHqlI9c01zuEeZhtM9ae7/sdms1D9CpouNnJ8kw2zRGptC+Sq+UDGkhX2wx/vJrfj9yK4hb+Fi037b1Q2PkECN19l2AkYSi6uhzhcun4kV1UyWtKEnIS6eTVHOCWc32ZUZKBLP10nV7I8139vf/9ox/rcNcKsttIVTUGPunzc6sEmtZUhUlygoqf/OlZeqNpT1lCMMdSff8eY4fFzQAgrSEu6KbSPYACaUaJ9LBZY+lYiae6oxX2Ql22nFtAQXfvOws1OidAWRNq9S9JrOq6lQY3UEys1I27iGbZF1iFsz9eZ785uWTmMkcUlod2GgzJMG4PXYInJ5tAHnJ1C23v6X2dqfVKZ23pkTHtBFVvkGm+zmi4ST2/vz8HGm9UFfJ1d9R2N9q8Kntbn+tOip1YzWgj3Xnt1W/hbh+0vVLFrMBAQZYNM2w/fn8PI4q1oSQuCyfSpXwBGjiWorwcCCAVd5BxG0l0k2OmpmZrb05HbQSFHSAWbiatazR9Gqla9vylSGu/1FZqV9n8l/PHmprFUllRA1ua4ByMpqIirQAV563e+GShCYJYu+X99j52fS5ESD9FOk7Olop9fz73ur938riX7K//+311wpwBPW1eXhx+nPOS7smQhT4qGmTN23qiGUf7AyPEx4Rx93Dzwlg8fvNn70R6Zn7akW+z/yEJxO/AFh71SwWVLFVEJ9oHutJCfn3IOkbGTzL9aUX2p3R1yKmYqNmBvOlMlY53ZcL8+rrpunTm6PzC7tbroWPLh4TITRHjhK/OuDxJmuKy/FVw9+rHyPuf2/8eMh3zgHvVGkAudbWJHP8G+wFAAVSLdmGyCJIJhxYo/TyO3y7rxCZJwoDIjwFyXP8OWobMAWVx/N4KHe4hVRLN+NWWpe5bbUT7gCZISXr6besuPtay1mZGjPBHFZm7u3rs4y2rNpVytkxs/ZvG3SjBPcw3HwnSrSVAC4+13tfbss5v1LGfN4ih59MMizNM4JVMwQZPmNB+8rf+RT0CZnyKkdokJlQTs4wTrisWvWFo52jlow3krof9r+97uf6fj9vGXglr3Eidyo0M2iZ/mKY1dEelz4aR6A/mNE9PQkANNo/pzwElZ80yWfLMPU93Yc/2w0ZvWO2iIgIAwROlRQJdaBPv5kcfuniydfcS9Qa4S2DTLUrLiKISb6MQ3Tv5OzsrW1vGdDp3/1INv1Bil6z6BRMUStZJCQQy6RNy/xrDO+YbZ4lrz6debbCgOUIQYh8CkAGInLvzzkaCcLOBElT5v2E9fOG0HnmWp+14P6YLSAj3rEyIwr3ZkTEmZumQZnPCNC4zFvfBfhzDs3CE5EwJnKJtJyA0jFLkIdaejlEtUxesNBKh0SkGUB5Kmudc0SC7+bbzD57q8vBGF2a4t6rrm/ssPn3BPVa6nY751je77ktQbbHdJ/Md7nEzkl6JMKMcAa8PL5Em/eUYHzBWEaCbS9FavL2GpjcyIZMZjMBNlCzsVop/4nUBFvMbd93e2dJJ995n6Vbm1widz2v+LEiRCgo4KKBpDmCFunBZLLqiihEHPJ7Xi0AGOPk8XCPn5+frHBJj8fFxZquy3ZFgWuALDqBMjwvDaLxXVMXyaI3sYhYND+ubE42OGMe9l6ZW1PMT0RPM3HGLN38oWS4HVIbvaoClG5bHqs1w+HctpmqsVjLdm2JzdnDPHmmcnlMRU1rRZN3/XIHSt/8m5GZR/plXgbP0xY+FIyc46gm7HzpazsSNnuX7Dy+qigSBPa2Pi1gcxe2sVXD4FU8GrEg25tSqigycSIjPGGZiEQWuRmjCZoyk0gxP68t+jjP7t4QXllNC2t91M5yB33nHGKZMUxLsX5+nr0sgPXZu3hCuWyZ2Wd/rOfeVYS1qt121Mdl81nVqzbaI395TbAdgZgN/HvjcBWGQI1kwwo7cGfMiW0b0JQVlzWrrztihSx7vumVUrvtQGVWgb3BchONI4vO779mYcZy/Kvs/Xr7rzfcv6BmfkdQJd4I5kudY4ZzfHojM/VFLam7C86rL8yWI88TcUJetSwYEqYc4FXNzO+S0Mhnhc/ajk77baK7cfnrEXTs3V1R0jzjWuvn52e0gKRxuhNuvayYyC4omRUrxZeO1isa+/crJSIOmvIgImo+boSoqlHEJrq//mNbK5HHz6JN73z+//mu/00sprslMlSGYCUpkOA5QFqCkSez+k0AuMefPx/3KDVMJrpe09oDUEAhdWPDITK3cX+hVxQONiLCA5KVNLjnzzm2tkem5lqR7OSBe25jHOeS9nPjUiCYoRz7C5ScPZNruozkQjBRHDr2v/4k8ud5kIiIn8zNcmU7EhboBoDo0Hcnnl4ypHJ30aQTwrRfD8t+3SL4RXHQW8ockhYa0KPmoGfNyrhFti4nLS4UySuF9n2S+9PV6a8fZThKI1H65CXuSwgZHux24b+u9kvF3O+5FU1njvDrbb/ks5OGUQbDE6EaBfwofID7q0+jX+4uFRSRkfmEu5fXBjIyIsLk/Aq/9+2FyYWxi/WNHe/Is0PbBZoGv4mS6qW2QDPUzeiCqjm4n3P+/PkzPst9/TE/Ss1Y97u0+xO3V6U/qTr65TnOvku7KTApJMiveUxzGMv16rvRtM06LdnP/L3Zs1v3Hs828N7eSwV6ZHmAxseLINn9KKWi5CGtOhVYbU3p7iAyElZ0LUY2ccZScSyqrMPoSckji9mxEkkPjyS4kMrUEcVAXOghW0txAc3gIdAoAYMm66JhdnejarZyyQRlotc1uE+LIP4O9dOa2T//PGCE8ZwjMptjth4+z7PWXquY+uSyWVhG+KVl7KazwfzM8pumaF5fx+y/oW8y2czkJpeCJLEWJfkRimdl6WFF9PG7qvr7sp08SlpRdZmlO4m3e/6Sn0w5EvnrtnEpiL+jpH/7InFlCUcMbinN69V/CysI3NusPFcYlSQ62eOuFGnCzCw8VMPVzckPNVBJUftL/85dzbbOvZgxM968RoR9ZMiE23o17CQozIzEREmzETeTXF64ASm4SeRlBrDU3j1LPXpHGuBXrK2vJ4MTUUp2mhQU2kG3pnRrSw8hNvPkcSXMO68BVUFJEhe699fC3TqofAeZJUOGGxZwkFhcTqRxrc9z4rir3hjfSn1cSjIJT6cZNNyDBBFMystlQJdN0SYxwCRWZLgWlwwwwb3seKFdPfy4A/tHIaNt9zBaelpBLYtygQKVpJ3jTV+lISJmQtzAMg+BCDdbZpp2yLU+ER7pUWen8IHqynfRiCwQsdfO56zln89nryR9f7aJ7cawaoaUnXSSa7eugYlpMM2CtLVS0nMlyBSN/n1uK2wQVJwS6LF+lVbK5B18lWBlg0oyrbhTg4A30iOyKiMQ0iMFN5J1XmDN3ip90blfGT3oarRM8mooZaZSxmbrNn73obp1DdOiiCwg4GxJObAUejd+Wf9H93RZh9ceTo8VnsUfDkEWPDMAAdcDdiLJ5RHgfo7bsvREBLIm3iA7BuysogGmXMGMUY40owLkZTRuRK4FPw4g/KD0vrX2LKtltiq9eOWq4ppYH43W9R4Mi8q3LjngAg2eI34k3SMzlSGWkX1bpbJRhXGSaczcZPGiAYiQL6Pu2epjL91WEtc79c3bMPsXeFsE8P0a94HfQRPJz2efCnCbYUYQhdByiPBiBSIy15Wdcu/0qkIrOVby+rMCGdXD5tbr66KoVQBgSseSjEioouSRSc84J0Br1WZF0yfp8djLli0ia+ga0FUp2QdmhGesEnpmeh/mxmuApAXODfrUF8fP/vzRYqp594Ej83kyIn5IM/v4x8zMnrX3JpZx7bWWEXTnWiZeGOWqVMR6t+D2Za68zK1lxo3Pa7/wb8bjljAzAwyBdJblv3a/nmjkKjPMPvamdOveOu/wflxFCHyl9NedVHYju6b2/upvm/fr9uMy0XcccZtDfGUipB1kjGr3BQryyJ/zROIc95AYl7cNwNp3uOp9laCPCE7zIZgR+7MDdH+QadYF1gQCzjDpeoi8cYaavZo0G3FXDNYdMWWmimgTE43T0W+4n5SdzVV8JPiFZU409zJ+3rVtwpRzKR3SU0Y2bevPPAplH43w022TbOLBf3kNZ9/9v8JLvzhB59VuqrdTV4g1bZgZwpUSqiIXf9sluY5VnDCasjNrcy0j0hab/uz1jVGZICPpkP9pXmgztfrlOZE1xBzQWPU6HiE7aRTLTdVUU+HaKogxOndeHu5V24mIPh5aTwAxFK3CyAhU7l4Wcq31PI+Z+aNYnYq3rSGbJtLDtWzRzqkZUst2bN3qkpaJWGZsObAeAGhm2RXKfzX7OsBtii6o+78c2vLSNdnaqgAlcWQDetFwpKRczPBpYbj/vx34+/p9yNHkEnWLAXYr/vte+Sm/BK/E79VjV37629Gel/Aev2wkKsAM9/CootPxSM+f4xl5qinBBDTKdAS0v/dxkLDsz1a0xSs7A1mKgltX0qxGOhJ+QpbjHN+2SJ7jJ/PPnw8agGdm6vZGRwB//vyZ0pWqQqPyGnT3Jln23vEyxsb4rSMDvxZksDNrrVri7+TAdvdVeYU6JMga+DuKDV3CU+lklgmX8L2n6rv/6t1Fcnoj3XWXzPSImIuy66MEVfxdn3UHluIrRMmtVX+QWed95ep+xe2vOS0fOcrpyMxEBNTRkIjjkWRQHqmlJhrW1O0w2ufz55yfALbVrPhViLI4kX8+K4pNZjUTDa3mKLw1+Kk3vRQ5jaqytUQIOxm1VtYKWqt8YJ2Vf0iafT7bDmlYy/YOMy5Uv4J5DQyTLlutWVbnjWfXXh9nDivGifhK4d8ZkBEDMwsQ4aLlta11JAAUsCZLw5ZXnHnVuWaPbrF5RZnsNhaF8GMB0TAaIqGpWDCCsPja+vdu473yXP/+yd+v2aN+Q23iCffA8fjn53meQ7PoMhk7+ps/mWlQ19I2/LINcx1OnW1PW1zb/NFcgZNJtsumTMWixilUqQjdMIkvj6ZOu0z+/EpvVqY2wvfetxIZiBM6THaPX4H15JuLu5KUtkIv+/1Bm2aOQjWCtKXe86m8yqTNMc6vc3tdUS+76rWZWTwyPTAkS2WJuDBPCOzL437CMxGVCVDbC5Zp8NXvsMvMAK5FINzdmFUEVTqW5XvPStXymNYapB0PJAJpa7mzuMvWejw9grZA4k2e21qWUX6NLe0yEvBIkasE8vFIxN7MhJqxkva4o5uAVe6iJmNnyFyYVe/8OQesFO/kFEvyuDKR6Zm5FsyUfz0AzHieo7l0+7Ofx/e2bWLPEmY8Sbjrs8qpUbFqcsbj1FTC+NpWXKHHfSxvaZsS5qaJdD/zjVq5EM1ZI+UyamPE5m8FN5+uY40mjWZ1S2WtDN7mEtHdfuzTsbGyCRXZvJoJlZ++n+jXAyqLMSrmW+2EVExkePWgRCTi1C2EZ7JADSRtGf1dRo0cwAWim0+37gtLjaMhEcJ5RxUKkxmQO5qZu+REI1VfWEP0wBP9RKonuw9gvJVzziRl7meXKHZlE+SUmRA9Kvd2IGTlKxl0YsKlUUNrrZ1svVBmRhsytYOAOMZaK0/oNCL43+QPfdGKP79SjGoQ0H7nLEe+VJEgaxIQburPvoESNaQaK1Ztqj4zp6VmDgAgmDJRJA5IwiOR4cr7atg4SVughcdIZJ2B7uOYo2BmrAjItMPiZvGjNnI7EX7kejATP+fsvUiLOJ9vzMtb4Lg6BrKzNgDOcSCH8UzBcGbaWnvvyIQjMs3sHOwlb8Vs2bIF0uwsW8acJgax3lh1Ua1brcyKxWX9vlby2uWx86pJsnfHJrOraqscyTcQY1zlnr8lZw5M711Op9ulLaTrtSMVSLl7AqujZpTCaslpWR2PbJyU++vRQQNqn5+7+xPHw4/HOXEc4gjQeY+IACPSpEUJAOtKP90FoNGwo3QK2m/dvpKZCF7vt2ozTiHOUwOb8HYSufuUsedDJxoYBdQijHlPdmhy2xivpk9Vh97kw9ww2gzro5m09Sabsx32u5LNrixRzkbdQSCriMi5pdEVc2fzkffdR6jfh7+2cy4wiZgWnByJy0jbC7DjZ9IHWb2q3c1L1LyO4rOuP73zYe8ZRmYxTkBM2nVAbKfaaV2CgmAgY9lEVYKrMnMwCwV8Ex20VGMzQkj+TWmDiATEW1ypUuUrs8eQ165P+Jnv0o0jutbae/0yO+6eYrp+TkIP+FHSai/Fkq8eqVTOzbG46jXWbzKF6Mo3Lk9wTtovdXDb/5FUANX/KDAU0xrmWwkaAJRS/pea9y+/BgAXK9EjGeisLMqnVHklCR5PGmYkLVtM6z6FZmlN+uuh7m9Hy7RHWfSaERHuke4u+eFx5XChVuzX1xpGONI0MvhaNF71fjbiSTUGK/EqmQOgao2BtkplZma6lk+s1V9lfnfPfPNuvAr2eFflyhD9pfjGE7m/cHcPz6eaEkYzTtS/9w5/baf+0N335PnRPWn5FY3P7/VnVT1AJX2lnv8lv/te8q9dnD/sdA3Ty40AKKCXLN7zPEMwju8kghqtF0FgryI2vO/1lvtfR8JsPecEwCZs8xDFw0Ii4Mji5x+ovo5NAqL+VLutVeE8SSwOygBmK5ERjrS9P5nuxUukG4jM4KKo0s5xM0JWaO1f2fQxPnI3hIa6tLaF+h8AEv8kgDQitpFYNeLbWE6NuTB1JMlm8CsUjnXXgjWGkByPkHdq7BYgfB/XXy+ShXMwi0yLOBo5AiZ6stJ3X8J9zXnhr1z+VfqpAC0iVWCNiEWr4S2SJJk3VSFRwxuE1c3Xi/+tRkfL9NdCcyWyQJvH/Xi483k8ApGk7eYEmsd5vescT5x1z6sr1tlDArIrqo2MzYY/yRXvWaMJDw9Us6UB58q/zqjZW5tEc9nc/A/3Pt6rjctdICn9asVw+KotSaq/tJbp7gauaut9T+IW3ipaVnoFkFwgPYdJtKmJ8FYldPKVGGpnNNlf/1KW3zJk7i7fMorCMCPgYZFWM3YUTOkzSSSxFoGMsMyNWCG2MfV0Q9wLI6C35s5aC2UfWefTVSk8avw7gTR4Z4YIJlem+LZzIWlpJNOZluEVFSv0Xht00SKZLQ0yoq2Eps3CaOmRZgj1065IeBEewB2a0KuR7a0KK6S6/bi8ghcpPm9GzUx10AKAB/ayp7ps04wfoWyMnZDhE75iLbf9+fxxmPHYGf+mrdlX91MtrPJzv0LguwT+O/ZRniRpMK9pSgAi3UXxHai0bvaR7O5zXl05dl38juBCRUIkq4ezjrJ8iumzYhvIEdTA62j36lYbW5FWRJQDHh7pmR7hj5/jOD+WAT+pujWMhMmXISHCk+yTefJARRyNAmUlfdmZhIhqe1d3BU3MaSSx9pZ8bmaeR7Y+Mvda5EokWQ1Ef+mLr03R91OpnGj0Libk5MZ7ohEBDZ0hiMhF2l7h4U9hf+cKrT+LXZBVMSqVvo+fKfvV/7UnJHnHY1+iU0e2tAaytO8vCbujpDkq0oDR6JWsiyCiOEc9nGYIXCeqUL+VRmxqg/awSjh/pcHno+t/TkgiZfx4ZER4eHLRljev/evKa+JSf4gZt5QyNdMG/dHuUYP4aAzk2P8owtBXmiMzkyjEgXUPREqjTfP7DZeaffnz53MbmYhYe/s5EakygT7i+Tk/mf/5z5/z/CT0q6TZJs0OjcLyrRV7L/dIi703mGv5RFjKAVWt6oIO47s7AX8v+neS5f6tXeAdllOTQLKji/o7jx4uUBJTveHXYNY5OWPPRhG7O2zpehX0tpaZ25vbuF+owUqjYSq54OEezzkO4Bw/DxJ2/ACSVdDWUVrxgt5i8MR4m7BwQQfipdCWO0t3X3sZmR4pK+I+Dt9o/y5FS+nnGIPoIdEDIpnFv6Hnt6b+tU33Ua0bSzxXyViAQOuBgNJQ9x/eZXIFViS3sabwkTOUFh0QpRkbUPzejRYOAzzuGOvXjf4K1LMJHMxMSXeFslwrfn7Ck7Y+n5WZx0+qtcAsKQgrlJDZaxlSBXAguYzcZssE+C2tU1J4x71QJ072qJAAaKlyUjXjZIEx+ltbWxAelLOdDGAxIyhn1Urtof5d8f8YyXh9OkVfrTuk6ULoKWGSIpzTrHId10IcsmfGsuc1WCLzV7YPqDf+/ChDHM+Px0rScxmAtewQZtyf7fFhZqzcDeJa6lMiP91xO/prtMycjds4jXT+cmcuUeYsgy4lmmxw8HFKaTEz0wszpQsFGCDwX/HllwG7F0Nd3ZyLv1n27/uUWpFwRHRjfodakZlBdWkJsh1ezUoR8BC/VbXjTdZzQt1yyb9v+143M8soVH7X3gJQpdcygzqx3dmYWTwVJLmWFPTN/DBHUns3Ae8vjTArxkk8V55FHxPKC914md5ijAD/epxbKqLn3O/KOV7LzcaJ/jJZv176QDZ0Jy/+8dduv7znEio5tAEsraVHRjykJfM5J9DtsMdH9zW/yjykwlSMja3bLr3H/n2OSekDP+lZEyIdD59wT2ZmIG3tcDdSUxSN1QqssLqgMeeY2f5sZIpnpCKQdjvNLFm9/BGaamDnedK/+gYlf4pohNqmBlMzZ90mfnYXfSVCwP+G8Ge8yTmtZ4tReXnupaMjHMia+e0GYi/NfmFmHos/8SFoyz57mVkiz/HPLj6K3SUMaj9a2u6zequYW2auikYZ9ZaTAMJgAY3JeSsxk8BQuXBqSVa8SmhatS8dhyt90x+RqHnPOY51I1Mkh/XX9SfvR0umI1HZ3ojwwPN4eBLMDNqK47YWUDhy0qJ5ggeolg16fhXK9bVUkrJoHT0ppbrCHZpjV/W5DAgxyrXeuffuB5eHMqb9xqyNIzM//NZHHHkT5kVXMHDZwsWbJ7XXoDC7P2UWX3pwYDv69I1BHF7J5/sO7ILAvOKcL5FMRKBS/bjfBoBcBpvcZ3jqCGsEt5guoYoyJggqWvbFaal4BVd+RCK3meq1b6LZ+giUS1Jew6jbzKKh9YgTMl2Z1VxiHok8y7jIEEw4vGKlrHit+BTKkci1LMLJJHLZuocojvqLmlFJkx8bseyL21U7JzrH2bBZWGv09xyt1qevw9h6duJtJ5a72yrYglnNaY9EeDhrbik9fh4nuWjHmzP0zwax1tqr2HnM/aylEjinC7Ol4s2FSXL6/xGn+LZVI1el9eFKAET5kuqjQkAlcI4HKLcQ7TcqyNCxa6HFJGu6Zh1FkpqSOFQGqCN0ZfT1XWaO3I8jIxjkOXEyzonwrDYCV94BgTRbqh4gpLaq7KIDdo5rOnkfwhw07a13ZFCzuhCyT63ssvzc5NUG/Z7ty0HWjqzmpRu1ktMdhso6/zrg0cwVspjnBKnx6bleEH91O65FZTB+JQ3n7N+aVIplp4ZaKH2dWRVavtx4t2m6Pb5XXL4dB9xOckIVkMugIdVXViPNi3cCyex+c+VLAXj4XJBcskfy51Frp15JDJI1Inf1EH0xtgMN08g87scF/Ft777AUQ6uR4ZGbal8DWWx2lT8+BprxdBCx1iKsoQqvFphFMrPzHKkcdL5c6yJlD8Ram6T7Q3KtpSceOahHIEBt0yx19Sv58TZr4yYwq1OtRCETcrZ6EzRu/OnuGSzj070qHg5i7/1ZtplrD5viW3rX65dOlCWV3PNKJ3XeLfvQtIpEzG/lpCVTdM3Ir1HNHYxeOL25IEl87XL/alo6cP0YTUNVF3l97W8FI/vjflSciM5fJ3i8BhNGasLdco/IoNWsTrSNyYI7GS9ijQgxKAq7UCGMRyBDWXcoaVdGonx5Eoiual827P44TirwGw4jQV3dSzUP7s2+6D2JabRS4ULHz7qt5gWwmMGY48WgK9/jaunKu4WfHU9a9Gw9u9AZes1hmb+vN/D1gMYfIxmJuMLF94LyGLpxYa+l4YbW5Dren3uZ6+xbVeaSCI/IVdW1ca2UfEng8tt1+LjOeQK21geM4xGRz3ExLirqUcC9KL9AQVi1Bmiad4YzY8ngphtgyHMeWxvdmlhnKILk5/OJzOOHat+ujU9QioblKHw+usuRhjkAJE0LEqcijcyqQnR6Eik65PHMxfcgw55obrcIrrXN1jlhJuRoAOnkf/6z/ueff/Zezzlm/Hw89koTjMiVDB79MhiwcRWldUZUeBuVkhydCr6mL8V0rZS5QTAXAtMvifJbvipQl/xJktTnk722v2RTtSLUJwLiS/vLt9KcHgXwEZEe4XHiOPw553mUUlzPcT9uNJmrbFUSWWgIeXyDOerCzQvetx7wtD+feN55sjrM5xwjl8kVl9Os5EgWUg9fBy2z2tzzyje3o0Q0zeitX8b31Pgnu2YxotO38lluJ2jO7ygaACpX3r+6j//tcO0mrOhtQXZJ/guEeu+f/m8PORNZEKJK0L/Z9brOZeH1xajbzATynOhmovQIs600GwoOy7XMj1ctTNYwkkSTfTkXMSS4AAn3KjODSFhm6CeZGXGETfc4nkhN/84gwghDTwZo680MEOuzySQXsFMpjopCz14WyHA5Vp0sGJOrPJGcrFdKQjInAl8qZVuDwmvwIK0YIYw43V+6Gs/iHkosvKpNZ5OMUHs+zLpDWjIbb5+q0pRyg5/jdk4m/ud/ns+nGvB+Fp/FP38+yh8d97Vs2Vp750XNNXhzUUJkC/iE1JMqLDGGRhpoNA40/QoRVYepDczJxvczsRMmLUv6r/WU3JTXFgnHFqnMTlRA9mqgb4UUpSu8Wjrcj8ZpPxERSNA9jz8RudauKkYHKxQ+KsG9ZA3NCtGeojrbnDKuNh351rmRBYoRVYmEodhkbJFQlC135taPpRQilCsYbXIF0dnZ4q9S97qG2E4X0upG3Od4iqlax+deuCaLGNMS3xRWo0Z6J0t77Il1uRc0GkNm6q6Y9CNJKeQEIMyxltqq2uB6WpBRKHwikY7O8cljZIRXBVrOBiwX13MQaaR5GRckUokCRHwIwDONhrXSGnie1T4Lh++1MgK0RAZVHZArugSZjWTQAgbSIpluiMXFnt9MEfiYGRV7W1shyRB6KbSjsbD3+qg4IYiYZrousXl6Io20CF8LtsgsjWRLWWbVjwLm5VcukMTKEOAlsczO40hTP4vSzClqCdQaVqTAOl31W2m6MnuVX0Qn8ED++c+f53mUpPiff6bXifmhw5elyt6fvbflcT9rfbpTAUNc0FlDDihNjnThkl/508tKeqeC6VQg3NZ+4qaCTLeZ6ofVSS/LNuqjrhalcfQt1R/9Lc9j9hO9m0RkBtKRnud4+CG5Mzw8NAs3kj9FG2CZkREG5VPM/TQ3TikCxcrWydpC3IV3eqksAUWcg/iz9Ybca4nZ889nBWmLGTkee1Yriajt6JljES9FgzuKGUdGemfOv157LauyCbcUukcvy1s8uv3r7Ay33KX5YpySeSeA/Uuv/z9ft6s5P5ywK/MSpjcqrm/nqchFSKPBI9ToUDwaJY5A4ZRMUSQBQ/ZgWiUaCFRAI2dq7OXPOSJ8UQY+Culv3VgTkfQIkf1oFtmQA2a19ZZDGOmfCmfyl5JdTfkTkWRaQzZNDIwoW9Fq1DPlfGUWqhiU62QL1fXHPv9LSdO9VqQqT2XwMikcpMD7fHugJmaUwTm7xeK2Y7OJEhp3T+TiFl5T4VdUOsyeZDjMqES7n9xr2eLakdGsscMnoP1oE/86MN8u9N8yMz8kixbt/tO2k8ISNMbuzc5oWt+X7kB5Ml9xxK2Jfr058732/VJdKZHnOafoO2b6YPFCAJQgairMxBRgTZ7VqV4ClGZC7IuZclgUbEWEKPUyCziayl0IpomMzPCKbga8a6XD7M48TdJEtcWRhxmE8q2J3rM8aCL5L7cmQsNtOqFRtCSNRz+j9UZz4Qr58d3H9L7ygvT8JRxvjPdLcLOxjISp78NolTejQVPEJ0Wa+fJRI8kV5wlkk7igsm5Issr+mbk+NdLtVrRSvvcYjrnHRsIQwFOz55GJKLztIQX4Utd5kNh7Kf0GMrr0nhN0VA4KNVNGpZm1PBHxCLnj1Zol7bNm2bSiqTZWRVgJimUPqjL0QSW3UK0RFsRaBaCoGZ5WlFkUDXs/dYTSs4ABFgBoEdVQU3LZ3nKr+8qeojFUU6YheE5I48RnL4dZnBVr2XLGB9ttmbnFavwoqyG7NI0+4m7hvfXdUR6xyzxToHodkEvK76RM5jvx3jX3igUpfsUyf6OT57fz//2THJco6Sf8ZCbPied4i6gSFrsPavSGGmmRLxZW9z+o3Ffao1QzBuWYFYBMhjWK+r9RDjVOnuGxlimVdquGx4OZIqWd02rdOTwLeHc23gsy25GZfnxygn2cbzfiXdvM6rnV2z6fj3q4R8G16ni378uX+W/a5Nfn9aF5VUwUybTokUomKiHUCAI1G8p1V+UyBa6TtwjQtimS7ndnRiCoUWokwfAIo9gvm92xc7SVr4UUWRSUe8mR8UADnumuNtL0E7awjRk+VTqmm/HzZ+kRaTJf6lBJ0gq9e3W49R7X2dIdsA3q8XB3opLJQJG+2bZS5OmqZnGMcOVpSIB70yzxk6msoBxGy4jjIXRitZtnNbwa01rEy8Np7XU3+9eHIyMqehrbXmZZDUFI9zznGLFWrMXtOxxn2Z/PWsZuj3o7VvW5ctleEe8c5y1vY8z+/mIEUmbEW5Aiq+WnlBcSEQcC7irXw8X/2nn8y0DqJ0XznClQpodHjzP1Ex6hKDtTZiPvyEgqTwDrLMdWEYwClsmMoqQFsL1IS/HMr5UpRZNkTcA6J9aSdxrs1qGbL4ai71iIa9fGdbqPqv5Q1OKvq/U9Cu5epdmEgfzgcgat2aMy0z0kNncwlV3QzHx730on/dIm46net3v/qn5+yUprBwAUYhjdgyaQpyKbRGUdaXJ0KvQ+x9f6qKETMukis+BiTQ4N6cfOb69ihu/pMHn55BF5PMzonqefI7zchOoWIdaiWRqBZcbufiSW3JXItcyW2M47KAPGFqE1aUlIrwWUXtbCRoR7Rq4NDRxayzLC1uyrDkqRlisXVDEYwL1BInObqZITDsKVEMnjSPMIP0fYAx1jB5Dxug2NS5pMxN14nZlC1khu/vwRB72coxSw4TlOJNbKx58nPn8KbOLhH+Na5gawZAlV1NcIeljTG95GGECTddSyjV1908nXbyFoDIBMT8ac2iYZIHsOiUQUfsvtqCTJ6i+TnllN3t6v436OGggyWZqdZgonM0PlBVtGY3iPVemXrpcFeKvTaGb+nPUpup1zzjZxiSZpiNPxMpUQcA8gPtv6MGKZCed9N69Gpkf5kvOYVrf61Wo/zst0UY+x5DfIpQ+oAHjvogl+ocrD3qvhEYMvBQCR7c7t6bJfvsx/+/p+cSgMriRFqzGKlkUcxXh1AoByU/TnRzr/CmcAniPbnBEIcK11MlQTWUsUg7n3WsvCj5RlzuEuEnwqllaTcVY/Qam/LohGEvEEiI+w84a95QaFUjzKMHChcqlfBrga8F4rXAIfQDX+QRlaIg0ZtpbMEY4rcH2dXmMF0oKjomaZw9bq5KAUBDd2ZhotF5fb8YzMDy017Ikz/lBmoNgcpU8TsC4J/tIvXYBYnSbk8xw2R5cKWmYW/hCS9QAY/zwZsZadk2fbZ3OZJR2zJISIdSLCmtTyV6fC8+3LoA3AHVVdb7jbxmx8Gd3/XW0dqzn2fy71ryKdtXkE8hyNA8vMmpUun45MD+V3MzOEeNh7JTWDCQ0aoBrKAPt51Ncml1BoA+zPVupRzyRt1TodnUmpR1jLFPeUOjCL5s1E+ZuiVcr1PZOgHx+dNAw0Eg1f7mGO3hl18GbBruUdgbm18/xQfz6gqsbs1KnRn+zbaPz/aJmvDcJrT/RcVhgBifx9Ouf6JA15YlTU9LGw84ZUx26AORkvQiQj6Qgm3N00gEA94s0QrCKi7HAPQYQqVVw7Q2yD2J+d4WR+PvapobcQtJLN7cGvOLPz9irX1AP3VrG6/cstMQrWGJneXS1l2BU2ZQLqvTKSXdVSfzkJKi1dwaUgoWR4gHyEJFYFAbZR3Ubnx7VQ2SEbSBfvr0Y30IT9Q+faRobaNmKtYgZw94remJku1y9qKVZE/jz+KQSDR1IMnIN9iAoqkYnVA8POedQmIihXVm/Wl+gb32ZC8sVBkYaekZagh47oW0OZSOHWNbcY94N75VPaE7+0TPkyEXHOeecQuUAVdh6XZVe5J7OYD8E54QDgfnoHslMtJmKW//2//gOU/nMPQ7aPwLWFjlPQV6R5qm+ypCvNqLSrmfk5nXppUr6OhqZQfS/v+CNSKNP7Vslpq2xRn9AKkQYRM7UCXadscntD3tRZSgx3D8c76fBLy/AvZ/Lerfo6O54C1OWTWZP/siOSTDToXH+BTHRmEVr9LOCGGexESbmKPQPxQ5O0S5IEjQTEaJM92W2Ahjw/Z62tsDYiQZt0TGTGKYy24ApGeRsi99JWig8o462DTsKi7lZ7Lnq6iDCxHA6PMQumoee3ZCDkh83aIWvCrJYlGz2QDAhb18+YzSlZONmmZSENEc9z5EULRrm3uUhvvuVpPMZk0uxIUECldWvEuCmlmnHcSI+ynJqIAE8kPXJRpPESX5wTRsVNeIo92TozmmMqlfDomBxgdd5n17ArSKzJmdl+gXrDx+lbIBWmaQ1emcx8ztG1pWOGtva28KUyLtwK5NJrZK22JyMB9ziajQPA6C40MiKjYAcGJJ/HbVFT9aayutbOLBobXJ+ru1CaJj0MZjTktPWU6ItXcBVxgILKNmYBfgwFKNNAeJziCf4iPJvj3ZipSp2wM8GjX7JrUkaL1+mbxBrHjhZu60pEjqIYu9WKaY37M78tLTM24ZdTc/tUmUnQYAiYYN1yPbL8N1JGWB6XhCtE/RuZ6CxgPaNIs4nqiENmBNfyo1QcWySqq2hrgynHIUgQCwkaPMKS3H+AnVzH/bg6ZT0KssW0HR5L5zYA5tZoAhY+StmDWlZSGGhxuxe2C1bQVeBxtz4TY7VbC5fCUam9aJMydHH5SKiNFJt/QyQJIHb1v4qBAfVWU16ANUsQYYsLBk8Efzz+7J3EPz+PnunNz12Mn6FK/tqlimBScApQ11IDRwZTdfQsoV+JMLV3ZORJGvdnFWusLXDBoVZGJv1A2ZwIkPQDN4suvo4BIxHpa21kroWcsYLmwIli3uH44WttwjrdyJkMnd0/jQuq7uestcA38UzB0MM9Cz4PUuHP2luW8XmejOQMyaE9x5Udgy0xm2eGWQem1ol+ZgyCBj0uk4EsjUDmMpM5NAX18MmGdM4pF5hJQy5mzTqdRrwIW0tonEBWp+I5iRy6z/vwe4/Qi369B35vdz/nfD6fNztjr2aZoGxcldWTJ+ci7WWWaNnVbvLLl9R19miTX//P+355NyFPvvW3PmoNn2BBLYpEIssVnY8gNeFs0daKyAAF+63s+zIUKNbMLI227DxHjPuzErqPwZ6V2ZGEaRIKEgkHgKSZhnBvEwI4l3CW5Ym0Oi+vhqQy1FGT8IoHTSh4YTxpZhqLeBuEOUVjNABEueeK6iOBtSo13vsBEyQoCUs/Xi5pFUQhQRa3kaBsCtf22kAmsTMz6d2LoD3eez/PM3uPTgzn98Tuudva3Khy5ktNhKxuCQ0ErLRudbuwMMRBMs0GOpFHYYGpYYomurI+8yAKnO3yBEMAW3GSqXFU76JaSRnhLBYeRA1Tz06Xwj3MmKo/0zJ5Hl9rZcBjaijyi7sTktUh/KixfjNDnfSdiBfDLoqdQzSGugGtnJxItct3XB+sIlv1jpUbVU0vucz+7I9X8bDieZalAYTQ6wRC78h37bnPPBvDMur11hHZOdP7tM/Xgs/M6daDsLvnJpPV2Y+XIWBU9miTUUm349NXzskE7/kwDu3VlXEYKfxyatiSMp/Xef7ujkG/s/D1fX9192o0lXmJZGRRf0c4ayhk3bqfE2p1BTVnLdw/eyn6SNkOEV+5e9QV5LHVCQihcIsQQv6GmVlyb82gwNqLmraAqHRapIlqQGFMu3JJRnrlUpiybNQwwssazDIKJBzhciEb1K/kYoy5rl1wPAiz6tqWvCPTQiwE4kdQySBdphk6zAW81jrr0z+fD75rkFqNvXlONdRkVxm0ffecDV3qOUfbN4aE1Q/BW7HicodHOgHQTK5o9RO250fQkwiYajQK8ZS1eQNYuf19YAoqEaWtusCr2bEFxn+lFKIwmNSEPGiZ4XM889CMBTzK50eZBSgeTIWYXJ1Eq9hHPkEXX2As5V7iavdJeVfGmkJ/mcXUeiQ3Spwpii8BqqTEuGYkbS0Y4TG0G79IFFrb3uFCZUZ+qaHosTzedFOJNKshu7+OPK5Qi9+MUdNWPnr3l3di3bSdU2Oa3+Xlf/5STjIUArDI58SbOJw467XnpHlEjQ2/bqUOPkkal6XYmcUmJWRKr4VPSi8iYLYqzyYNF01ElgmznQlb5hFHLoOZexxPWq691Kavh6waqmGZLW7Cibi0YaVCqsUQlbATsKRqs/UoUhlLKiGvRRvFDRIZRRwqAxZNEgAdVJniSjyvCzU3PSZZXkCGJ1bR7EGtdyF+hhWBvWkszufLc35d2YhQJMiGMK4eA6YbHvRjKQ5JKmiLRSR4CRb7NWrlTvu91yGPSDMU97FCSK7lUeR0ZgTN/RAAbZkFxGZa2eLMWFpYmQww3NXAE2J3SSilgu9CTGalhNayIqWqJDHcc9f8a0QiTxxPAeckrc0UwFVerZo2YLbdH1mdii7rmHDy0GOSy5PdhpBLKHNylA6pqOTKSOcM4bzO+fiSWvYpS38pdDJ70uN95qNbjWa/7kASCvky61B/q4LxuHG9Rv3dDzgKURcRbG+W4gv7e0vPfN7cnw5VAryu3gVrWlp+KTy1ZzA8YF/0f3J5PLIK1zQAAbnQstZMj3NO9z8KbjtWOpBoxaGfR0TCzE+wj1NGwNay9fPPz9JZyCQy0oH9Z28ixIr357MjqkJSHCaTW+k2dsgiKRtbzQ06nLPcsCuBdW3hq9eloJpLSfJRDr/Q6wAVdMw+jXEuhSUkuy5vRu90eu/x+7mFUn8ZJH4JyrjB2cH/SGFeyKNi5GylQ5Xz+F4hXjf2S8POOuxlkeUeItOWUdMXUGx45eVO4Al6RYVhtiLTwfTk4uT7WEQIytGS4vfKhLyPnuIcPYQvI1yMX43W4lqbjMgT1S1bbEdG2gqFtFC8AFqaLRjMePxxP5VrrrPw5jFv7aY1KeYHj4m1p35iib23rIcZpVWNnL4nhQWfT1fQ2h7MXt8EC3HFwjKW2v0pJ41/OqpqUsXhxUYczQiht82AylEOt2r7usJNeXOFZt5ceb/1y236Rl5zaHKqDVS8GMVoJyUtPkMrRFB2jgbnOC/2E0mS2uSoeQBQKZrLljv8uEfstbDM/XikeplVYio0XoR8JdpKwCMW1/M8gEgkP549tDzTEpmBc8xymQoFwvLWYpVJpiZPRQJMGi1O6Ze6+Uwzngp/bLz6zIysce73kTazSFf7S4EmoOQvgTE4Ji4x6ZyodADguQQTFOww5TwWO7wyGRkF0nWvJM7AYdDpurzi6hHKCY29Z1yMabrNTGQYbPQLOpiynh/SB2mN2I0svnIVaQA8lQNmJEW33jz4UsFPzXKASiDCFTzhpm0y/ujPs0IV7hUegTRUIq19Ik7PTrWNQAsbxp0a01x164AVA0kqdlM2t9xkywTNPjVcOMxUI3gdNy+OJKC7N3lNDmltnoK0Z+Y2I/j4+ez95/PxOJlphVB3pcw0KHXolrPLKOVht+G5bclsxHw7/svznM+n+JtH+7fvPEOv87YWc9mRh9GhcfGZmpmokSYBNFvPbtQcP/d3t+Qs1vx87JvuH1xj/WRWOrdVJr110yY143W5x9A/1GULF4JC5Fc6Ge4ng2YCytbzv4Tg8mu6j0CLrytKa7I77o932ioBM3f/fD40qhiOxPHzhxvEFp6EyAwPsHp0FehkoZa/7fwva9//IyLYx+DS65hTPb5hdcFg0eI2RLXg3f/2eimVFueJk1jqNRcAZ3REImmFk47eb4EXxIM/lmcIRMa9zy4lxISoWYQ153iNgkJFjvUUTTk62qol7JUWiTKbxcHWYuHEhH0JVgHBVhH2wPbyDHaDmxIrzzkfW4BFcbgsjX+AMnoAaJFhtjzTj5alPpWVScda2yNVt1czYXFtKbmuAjnUARmkVYRSyJGCtj+Pr235IhuYU5S4Qon87n5WGdFoSBz3z94MJEMVQJjagA2Cc6tjGwVQLN2NNK7kq2VuLS9p9J5W3A6B2gh2qfr2LidGbppO+VjE5SKN5hrNYt0M2TFsBUQj2HrzPah3lI6ZNSr8unSrAonL6Ev5IM3f0EaVqKCRVnOtWkN5dIyktHmSWY0I8KISKu+x0wQJLlhRLzrg57AKZsZC/8Z5DoxcdARtRcPnMo9qv2kmokmhmpZZHEfkMi4qg5oXAy9rhgbURFBYdQBkehzNFxm/zLiErGdi4ucl+566VpTgFwW7ZQa5jBalXCwzjJlMOavHz1qmzJH1jJ5oEJQk5ihGO9m8xqYwUdQntbURi6SJec+QsZcBUTM6zZ4atZEZZ+8dGXtRM3/kIXp0nYLm7iqQxIBblSZMF4zxzr+M1R3n+bWBBLpRyIa0BEnYAtIQHjBJVHiztB53JIymNjQDTJ1E1NxthrtqEEq1sEoG5DIF3Z4ubaX9iAj3MELNaLZAs3Mq+stM96OmgTdjDCZyLfMQlY+UOaQYT9F/1AFSAqu8Bo+MkMskcwVgf8xP7MXPosMzsYBl9HNk/2CSDdHITOidJNdeXPY8VUt2F5A30d7r+CNWIN2vpAkqB0AzToGpAjhWY/O23YI3vQ7va1i31f00F/98Cs99m5k7cNNd7et5bgcMAlWUOekmAHQPYPRKlEdR2utdnbWsjE9Hoye8x5VHZXKyAlGlFwgoq+95IoV6lO/NTPWDJI17bSvO+Cx2kgv3bMgHDKRCc8AsUdm7zIzca+/PRrrS/KrHt6PReDxAAK21dFqCZKgwJilo3BrJ9ZLOCT2lq6ELE6aiSsEYK2Y09SrJXdn1jDmhaN75Y/QglWR4MSTpeNAWrAJjP2fv3Vi7yjNbZbQVGkbNyul203Tf9lkbx8P9WFF21quUWYG+tA6uWcmGir9yOi0ut278XJJGehwAqsHL8S+0GFbNqwMz0pYBogQUhMoK+R0FVfTyCIg2hCJFUVujVW543HsxE1byXuXDYp/0bhbNN8HkHp/PNlPA/IU3E6mANTugF+GaSIFgLHevNx3kVzqjjo0ZEmtxVUAcEbmtZ1kAEc4uLdH2z8+PscebGFH1msqNtgfwFYUocz/eqF0MwVoQOQ0ayaSCGslwJQ9eElt2ASSql24cbY7WGCvybnQn+LxpqvPy99+8zB3XjRd0e00RL/jlSu/l/RP9SWZKQaoalBq4W/FRZCZs6fBIR6kzW95p3XRvc/drLRk6Ax3p6ctoa8cFMy+2C4/MXJWPZkZkhnIxf7hbEdZf0SrD1xq2dCY6jnX3aYpdq1rmotmh+dVTWrt+Z/hbFX7F0vrVlHXGf+xMc2Q+nRIlkE27VV7683SMDkTw+Xn+/PnjHb+gBznxyv6ykzLLTJVpjVxAriy1QThILkM3JYYxYTNJrkVQRekIOKyBugQiY68NCJ+iJC4y01s8jGo+QjbVmVgfMwIKEN8UQFHwSYTKcpK3QGq5nufMbIXMYrEbDys8uWoW4vGThcVF64L3nLw2eUxiby7aak4EJLxfXKIuap4pCESlV8iLzu3PWpJ8Ja4yc6+CPtiyKBCd9jSNudYSUkdk4/GdYZ0bm3M6pV5r2pc5SqOG2tkUmCtaNt5fzcNGN0CySO9tsDnjyGSjh4eedT4USAEC2rGKl95qDlshKaQSOt8z4V+1BeYMb3pjuXmeeTYae1xfcBmMajUM98j05Fr7OSdBQ3VIltmuWkD2gYldacA0o3F5VjbRT93h0ciIhAJgNZuoWLjIhQj3z1q2jSwwrZIyaAu+lqlvcfQmAGm8UhcQ80zFtFrf1lBvief2HjVWtx/q3aERjlEEmUkz0erIYZFe0/fu5869lV6jj08xFuxXwDIHr3LDmcvUm1G6JiOQ8fls91hmFRGwasPiJailMM2Gn+lCumxxHXSbCFHMZJ2cSh3CdWUtoMw95LcvE6o6CgyebOjWiP4kKUbWh9RdauuciHjmpNW7go4Ec62NzhjiSpONRSQRkQUpvoR5hF84wM/no2WM1vS3ZZUX02rkPQ9dTyz2ooLt0Nx9LfpxJRtX9fq1OqD1xMAv4ekHnE407r0GUBfdh/3r/i95KByDLuUZSMzaynyKjfwUVG3Ytu70aFmd/H7NJ8479fMNsijyUfQfvcqXjc3q6WSKINJuZ202b47QPOFwy9SpmBdN09fOkfOhhry36iExl/hGYNWEzFQieRVEsnFHZPby0UxzK01JBGAv+d7oUXWepCOWqSp0j8t5U1RaR/XXtiKuAqFdwMU5z/P1aJ/q8Kx08O27vh7mXCS7K8p6ciC7Yy0i2Lenw6sbjO6iUu9ohWN7I1JDvrOLPmxvxMC9PrasSnW6UMfAylV9lnnkczwTZksHrHRiHCCN/KxPj5dgcQ3WDNLKu+lvy9q5r2kVuyxQFAgyFooYkCSQVFcONK9Da5cpz+o9z6qJpHg8M7Pzx5WDhNnaO4RwTSh2UjLa3cXyN7ZTDyhdEJlrf+zCMc+xGepJktEDy6vymQ2DuHhVOm9avKciY44IUip1yFlU3mg3ASNXCrffozsnfI631mwMibTD2JsvgoiXNVEoCsVB0ukFAOt88Ht9hYGDunotVgdHo/K0p/O1EkDz/q1FyDktyAlmRybE7F58TkoH5jw2JliYT8r2pmh7TqDSYJlpRi8AespdJ8y7MlAi6KFBwWsZEgY+z7O27bXdj/JYWprnePX+JBq/2AmS4tZDZjBrZrhits+mVRYmOwqVtn5VZG9teQQp1We833CjLfWTgdLVn4O0r/W5X/fB69ab/Hz+PD8/gco/RAQiYWuo0twDyL1XorrDG71RCk/ZmZGtuUNAkEIBDmEgs+jN9eyackZg1wRuTJgNQP4OakSEHlZEH3KU1Be6XOdf0Wrmfz4fd3+e05C/4RtWDvmiK8p3AN45saxHie9KE2iMwpiqmreBETACfRJmDGfWOn67eBVOTjM6O3VqVxcYrtrf1GLaWRirUyEeuohr3Ri79261srLnc0Tm5/PWp9XZRDLC19oK8KfS+ZWAvV6yQ5oq4c22NXoh2ysZhX7/XG6ymclTUcJFFum2lKjMzuuk4Nt5uR65VvUdd3nJm77d9x7XbeWgnZGsfyxl1M5gTuz63sRcOiZR8tp5+/o6U6XELJe+pG6t4kxWKrm1e2aiU4AO8HHf2HstPw+7A9uaOFcpEwBmEM/NMqKlgmafXd1SEaWhLlX4upf3zpEsrr9v5T3KYoJh4fp/fn4o6ETgjqJ/LRT/PgCpGJNti4gg14rMc070PFx2tS6HiPQK1vK6/98SGoFKyug2oqomvdjqd12rhtdnu+j9CEKyVUAuxzYAP8fMPNPPSVTKRk8YSpZW4c5YuMSSJQAeYYqUkXz7HhKyMf2aaFrPJTdNldruM8brVgBQ/IVqhKGpff3RNbNhsrPL+pS99omYHZlcjJl1CyvPOdD4x85OliZayHQJ6qqhXtWO2toh/uxttp7n5z2xVSNVrRZm5t2wJXbavLyYXxmZiIhwneUb0Tv65ZIWPeO43nPkJXUvScUsstkEemUyLzH4guDeyzhvnk8H8HLlza87CN+4oqGxioob2av2y6m7tZUsGssBew/bOR7yhy1PTxTIBCzRE/my40Atfd5UUqL8IUR4Ze+U6CsegQVyFc9DmEbzQXgZIlKVcSU7JtvXpul9ZUWOwgMCSCXn7p0YORtM2uj1cw4vrMCv17z5/hbFL2vv2SZp1inAzozWyofZQjvJJE9h237n/H5JnpmlR2RUWLdq9bRtKAw7AHnReV1MNNdvfjEjq8I9yZRLt1njG37dCUnPUBe+zUkAVlPzZ6dLWlip1AmAtZaGOmf1qTlNeM5ahLWWDur7zCAuEVJ35RUdYNKLzaNWyVG70EB68/Mcfs8warfurMszVQoM1zn3iM9ns2PqVzcllLKp0CtBs2Wm2hyp7vYXETf4uvYmKq832Mh+Rp834yo5ATCjNCwaWCTtpr02w7BDoLLFX6A+tJt8pxR/hVq/BHtXKqp7Q0hD50AyK9sZtWf6jdjY0Y2nBcJBocn0AajK7tRgCxpjSYiYnSoiJNMWisUONLO9MmsanA5Suc2iQBD7wdrHw8m0tcHMFDES/KBSX2fph5ZGA/yzFhNIz0gsI4yJbSsTN5xJiE8UAFQ+ZGBGBXV2gzRZ3ajGq7dVciTy8/mEB1ZBoltiUnvvebKAG6vRgwuZayvOMi8IQfvf3QRc+oIkcwl5EjlQbttqm25qzkroyk2w8Ngde6dSjtpjXN4WrdVuRPg2sWzw58c/nxWZWAwyNOSIUtpZiNX9OedExspFALSkHX65chHR/kxaj2oYre3upO5Q+kr4AIA4eeSeZDqQyxDh6TCaINsAzBBAiKkH6jeoHLMGoBDrNJoeMCYZXJrnK9PooS5/NJX1cCcF6Mcjs9O0eUUQWGsppkoXnNdIxPGMNMvSk5lL/ZlNgh0RhBhRkYsqZRhyGdk9K3IFo2uyY8xKYgF4SBkwkV3XtwRoS30wJGt8WMoGLyJd0yzh6ewZGxG5lu29IlwJpmxw7J3jez2Atl7jB823+zX/2HKW0RHm5X1rj0OjcGRU5ixlFstkK0hWofMbPFLbEB1XkTDTt+XWUvAHRASGBKDthpzAz2eNetZc9D9rLVuenoArfQsAIZSWra6DFS8EMmHLtsjJI9eLyaPM9e0ozsKRsh7jAqBjvRt8qJKWhma8YeqYmhivutC0mE0a51GJDBmlRvqpe9giMq4k8YT9Unjq3wOAjqSWyPyaVUk1tAqH1AXyzt7Ovbcta2tRdXR5lK1UIwW6oX0+JOn+Q2O7lkqQL3dtrBWFKAoQciuXtbcLPJp1c8wka1YEGwgTJ6xOq3Tp235Jq8QeKsSDmQka10sqCFJEiv8IcSrVmom1P+ESPBN8qXfKE4EX3f6O91y2NQZOjXTKfqm0PAELZqJOBJo90xYiqpzHTtebwfjmNTKTS23lg9nx9VlMLjIvkl1WYAx8hRQdN6DQoexYtI5lp5BLE2VtWPEYybKWRc0+Cyi8iKUOeLaTrnrTrWJ0G5Od0WvIRm6tZLTffUzjiXQydDX6fxRQSfCYptascc6bNRg/qtRZu1HLzN+xFnVF9U/zHS30RolznTnAqrGpxdlo6lcODyNMqBaNjzBbhUmo/MKEb2vtoUFFu3+zbaMcUTW81jJXjWzeyanKAbMaI4I6KNZMNJFyrHBrHHSa7Rad8KAtNoFAfimayQrVWaxEoNrKsqYZ4TtCvi8yHzpTdaS7dZKjV4B3g3i4rU7hZXH6KHvkz1mKiI8DWLRcDK9uT8U1E+C82jlVjgHKKxQpstnrdUe2f2HSle5G46oRWraWnNBqJlaHOrAoLJNNwH4JGko4URk0ZjQy+n1nvzvBFoAuxPQZIfCVTbv3vcPVzh9njeMgqTQhGwzVqYmJgzI8PntnvAAZSRciuUopTWyy1vrnn39sbXbP2jxgZrKKg28T73yoPq7TLjlR7P3nzT7yJkBu7FU0MH2oQrTXel40TZ+8h2DanN5b3WQiAhmaZaWQYfJG9dInzU2g+3fRlpzXC93NJX1p9sKQw13tNu6+9/58Pr/Oxr0l7p0CCHfhuOX+sr2iNm4iWlBnohFKPq8uFV9b8n7Knfed3wPq/CynhP0g46r8DYG9WxZRuU8ChTTXR6ymfXf3qQhO4KMrKfRVKWEE+torInK10xcdS7Mnk7GTSbicLHZsP6loFaSqAvqd650dj4phk2TZ/lIPNaAKkRpQxQSzuOym4jAqZoSHamjIdEAEoLQlHvafnye7B+o+wzoOqX6OtZD5Z+8/KkqX7hCJkGKICot6v/I8p1a14T8R3hxX1nL+6jWF0iUMl6dzm5kxipN5XWv9+fNHcqWQYa5Z4pH49cMrWidf/+gdFKsnQ2UnX8vR1cw3eTpW2ZpWplksSn2UX3kBR2/ZULVhXLmR9lGgrYjVKvlmpt39eZ7MtL1gTBZsn8uEktuvTv1OtrNGjBbyNSLkbgCXReqXNQBZP5yFq3Nc80eZmecIbbUen04tTUA7d9iiy3qPE5tv78/Vymu4tFCphqTxs3bm2WZivVq9oxFheXkZrwpDn7cbtcUJ+tQcMBI22zA3HBHqORgF9N5qExfhsgYUKwpSfMGTOp2NHCigItBoohslLEajmWgExGHeRT1kblvP8yQLdxfuZUDH0T1O8rM/fo5n0N7NshfyYG8eOtGVF5WD5DtMm1yuNa4VPSIj1WNta2XI0pKkoDokwtMWxmOdlSegq97ea5+6zMhVzQFiR6M6QvZa6nuSyxwRgv9Hl0jW2tEJZpLiJ6MhD4zUrV4fOlAmZaxIatw7I7yrv+8paFBfaYdzjgEekUjN+Z0oIDzQEl6L09/qOiUhVx3jUivKdH0F3XqXOi3HH5dYrrXU2tX/v+XCkerMIjOLpkDtIsMb2f1SLnm5NgPbG6ANL0uGCyP6u5J96w6SZitf7avTfnmfo6FbtaOP9BzavHNFtoz0zOPHPSMikqxBsdOtk3oAdtp8bm/cn1ZtIgaR3MAIDS2vvkXdRToL4Zpztfuy6Jw/rqBXJqLNVLfJN4nVt2T0Fvb7X9qBurjIMd7qA8lINdq9VrEPUsOoQpV+jA+VrxtVvpVEX2d7r3XiBSWnvcwyvIxkqQxad3o0bxuLgpPNHHaLS6qnq3Qul63pLyXwWYWCISwNHi7QiDSe8AKykGhvLiL33tkQ4XO8kkvuEaGTKRdPflyxIjTA0Vh1+EyBrerRwOpoqwxgyyeUU7NqHmuhBcEkwezcPaDMVEev+/PxHv7t3V4zNbExyeO2ZNscua/V3HDOmgJQE1+WAhWyMTvr2UdJe3qb6vqsqW6++CCc8ygMv1vqx8lqmanSpF/UH2stsoEjjc65lcCc6/xGD89xtgtorjNyFET7W/KvlZzrzuvyzyvA6a+/gpd5jNFBo1++VFW77mrY99oDW6uMSzlIfdLm4tq5Wbi5OMb3y4zwFI1819dF22pyosvbnEzF9Ap1vTwxSnP24zJQZXPYMxvwDUy608a4cEp/LUsf11Yrv16Zafalpuua11Kj4ywNaS8hi9S0lczcZt5W6Jc2/LW/E9hHl6K5cCP6bxNaX0RmE8El0pAdHdNP+X2EWGMEbAWrCTaXLW1yRJzjmirnEcmCa0cDkaE4t3MHcwPKqupDjPysBXRgKPYv6wJ8n/yIsKX+44dkRPqJYAzjCMBIV3HDjJoD3DJWn/vP//wjHLB829m5WcBb1NnlxVXHJyPjnHR3TvSHSszVOytx33PyvibBAAABl0lEQVQn1P8VMZ7sHZXkJWBzDHWySB4/txi/NccW+PFMRy/gIgyfNb+RdbP7t1Dplia5M/roVX8DW+0AJ2e25CyxvH13r5kP5ZJMejLmgN2aL+Ir1YL7QLaiOarqm6lwNWqR1TBchSd0ZPTmqCeDc+WDM3MZrdmcUXM2KhdSyE/AutmMavPFlwOilm525v92CEenKduq2MQjurb4mrJa3PViLm9HaULFiJj2OSSwQNAM8T1aaPZiFUuuVrLKcHOfLWoYIsWRvHuVZnfWWpPw8uZhk8Ecv5fi0O3iyzxaZkZ2dyNp4EKaKjUZOlQ0IhCRn709w2CblkLoVZ+kbjta1j17Z5XEGUfy1owFMkyYuMfeNE0odJp9L+BPH5pIpS1KOpSxLXNWzcZUU1akRgm/+mIAlntvNL4e0EnmUOHgsu1/Q8CzlCD33ogYD9c6LWgmSpCKhtZacw+8vIP5CQm/6OLXWuf457PC0swWvvAsfxvmqL6n2lyZ8FGUHA5cd82NnL91D7I6m+aac0xGeekne6+4wGKTmfo/12b831s9qI0AAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Download an image and read it into a NumPy array.\n", + "def download(url, max_dim=None):\n", + " name = url.split('/')[-1]\n", + " image_path = tf.keras.utils.get_file(name, origin=url)\n", + " img = PIL.Image.open(image_path)\n", + " if max_dim:\n", + " img.thumbnail((max_dim, max_dim))\n", + " return np.array(img)\n", + "\n", + "# Normalize an image\n", + "def deprocess(img):\n", + " img = 255*(img + 1.0)/2.0\n", + " return tf.cast(img, tf.uint8)\n", + "\n", + "# Display an image\n", + "def show(img):\n", + " display.display(PIL.Image.fromarray(np.array(img)))\n", + "\n", + "\n", + "# Downsizing the image makes it easier to work with.\n", + "original_img = download(url, max_dim=500)\n", + "show(original_img)" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [], + "source": [ + "base_model = tf.keras.applications.InceptionV3(include_top=False, weights='imagenet')" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [], + "source": [ + "# Maximize the activations of these layers\n", + "names = ['mixed3', 'mixed5']\n", + "layers = [base_model.get_layer(name).output for name in names]\n", + "\n", + "# Create the feature extraction model\n", + "dream_model = tf.keras.Model(inputs=base_model.input, outputs=layers)" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "metadata": {}, + "outputs": [], + "source": [ + "def calc_loss(img, model):\n", + " # Pass forward the image through the model to retrieve the activations.\n", + " # Converts the image into a batch of size 1.\n", + " img_batch = tf.expand_dims(img, axis=0)\n", + " layer_activations = model(img_batch)\n", + " if len(layer_activations) == 1:\n", + " layer_activations = [layer_activations]\n", + "\n", + " losses = []\n", + " for act in layer_activations:\n", + " loss = tf.math.reduce_mean(act)\n", + " losses.append(loss)\n", + "\n", + " return tf.reduce_sum(losses)" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": {}, + "outputs": [], + "source": [ + "class DeepDream(tf.Module):\n", + " def __init__(self, model):\n", + " self.model = model\n", + "\n", + " @tf.function(\n", + " input_signature=(\n", + " tf.TensorSpec(shape=[None,None,3], dtype=tf.float32),\n", + " tf.TensorSpec(shape=[], dtype=tf.int32),\n", + " tf.TensorSpec(shape=[], dtype=tf.float32),)\n", + " )\n", + " def __call__(self, img, steps, step_size):\n", + " print(\"Tracing\")\n", + " loss = tf.constant(0.0)\n", + " for n in tf.range(steps):\n", + " with tf.GradientTape() as tape:\n", + " # This needs gradients relative to `img`\n", + " # `GradientTape` only watches `tf.Variable`s by default\n", + " tape.watch(img)\n", + " loss = calc_loss(img, self.model)\n", + "\n", + " # Calculate the gradient of the loss with respect to the pixels of the input image.\n", + " gradients = tape.gradient(loss, img)\n", + "\n", + " # Normalize the gradients.\n", + " gradients /= tf.math.reduce_std(gradients) + 1e-8 \n", + " \n", + " # In gradient ascent, the \"loss\" is maximized so that the input image increasingly \"excites\" the layers.\n", + " # You can update the image by directly adding the gradients (because they're the same shape!)\n", + " img = img + gradients*step_size\n", + " img = tf.clip_by_value(img, -1, 1)\n", + "\n", + " return loss, img" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": {}, + "outputs": [], + "source": [ + "deepdream = DeepDream(dream_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [], + "source": [ + "def run_deep_dream_simple(img, steps=100, step_size=0.01):\n", + " # Convert from uint8 to the range expected by the model.\n", + " img = tf.keras.applications.inception_v3.preprocess_input(img)\n", + " img = tf.convert_to_tensor(img)\n", + " step_size = tf.convert_to_tensor(step_size)\n", + " steps_remaining = steps\n", + " step = 0\n", + " while steps_remaining:\n", + " if steps_remaining>100:\n", + " run_steps = tf.constant(100)\n", + " else:\n", + " run_steps = tf.constant(steps_remaining)\n", + " steps_remaining -= run_steps\n", + " step += run_steps\n", + "\n", + " loss, img = deepdream(img, run_steps, tf.constant(step_size))\n", + " \n", + " display.clear_output(wait=True)\n", + " show(deprocess(img))\n", + " print (\"Step {}, loss {}\".format(step, loss))\n", + "\n", + "\n", + " result = deprocess(img)\n", + " display.clear_output(wait=True)\n", + " show(result)\n", + "\n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": 174, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dream_img = run_deep_dream_simple(img=original_img, \n", + " steps=100, step_size=0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 178, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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zaBgfogfbU59+ej19sTWugq+QuV7eXFelUc6fH3QnZzp5XwgNq6alITBqsYbJUgRmW1gQGByXSL8o2xPb+5uo+fspOgyGAuSvc/b5c8+a79KlfmALD8LqKvtw8Y2GcByyqoDYU6PjkAEx2+amD1C7tGUqAALDqCW92gig2iyXomc0bANDH023omfi8dpUjBCVCSR7yE0T7WCE9RDlUc6X7VifdOGejzeV3LzY6hFGYt8983jdwVLffvsBT7yPf2CmlcoriLThasQZXCc1qjBszLIMnXGzw1oiKHTZIrPL1H3KtdVMV8yxsU0d4nnrrfZ84Y34mrp5agyr/ONz/OvbxDTJ2f72v7/dPfrMuq93D39uf5fMF6d0+cwtZZwXDFPoml3CJntXxUQn+04LhJXku7RmX/vGn59k4z3yWsFdzu42U7i0jkLDVUaohJk0lhJcEYtx3mC8g7yw9o/C8rZYNEn/yL4ABe1UVWOZUsJBOR+tYy+eHBLcNV8pZDzpRhjd/88x7jsXq/qx245aGaRWWKP8yeDtVv+53TdfpPChUW/sfGilOcvWomvZ9kdqc5NCsr+Aq+ziA1Z0Z6ii1KMDq+ui6XX22//v9Pjn+57k/+t/vHpy4hoE/+p+8+OPBxShX77IKFbEx8jt3GX5CW2V1BcJcAFoLHOjRVjJhqqw0gp71AjDQYcGfhJli5s7aEsjNvFOTnfQd0tZZ+YAMkcLCL6L+0W1fjiG2jEwtZJs9xg3r//8uHnzbq9Lu03O81zvdem3W4A9xcWLpbCPQrDOsox5LiVpsrq+n0RekYayNsk8d+zKhfpVKwDAsyLlQJcghSu91KiAPbVmKGFgq5VY6UuaJrKEHZHTwiQtrrSRVXeb4NiB22b0Z6N3/2ktWhk9IGCbH5pm37auP0AkWtd0hWIXcfXo/BhC3CaCWoyE4OlDgpJMkopiULXcEpbZWki1jKBaEQ4R40AIZFJqGIBoIaUWWgGg/tExkSxVP/r0dPUuvb+X4x6smppl1A502QovUFWWGtFhmpeqhWsBvZ7cpGXQcVkNdQUQNhrhBEbA1wUMgf0wyG6bBOhlxrlrPv3I/PqimO34Zz969OZu/tGXjlvU95tk4pHVHAjDJEm7d+CxBMmZcSPrErM7rctSEQALCGTCLQ0eDI1vl2hJoJvVMyjoH9+EvplbmH5GoxO3Z7q//dfo8ZdfvPvmfUrJiKeJkgOqdU4KAwdSVAJaYPMamClQAEq3BW2t3UAtUrjM22MTrxgNxuZJkny91J+6OCnlFKJSCgQRCboyJH7f4k7byiThomUekIhu+HaFhN3pOUZHl7Vt6oIfKcBfXqUcSR+c991udwIq4/Mf9RbTTA80b/KMoy7IHXG5Ax/byMhLux77hpOOI2CxlFe5+9SZ/y4f3lWXP3ly/C8f1e9vAzu5+fq62zscSB6sK+m6yMyKCKGiaZcwN8wZ3oiS1w2NQrfg7Y4jbHMqQSV56zpvp1IKs6rEhnYF9Fs7yAh7xfLfW3HvFIaGa60P+hb944vbf3q2Tym5akUPr2VmJmVOxh2fa7MqMN/VIWUMGAKKGKyvzMn4ETd6VdcCdnV1v7DH5OhJv1hhUBmLTFeABrjlRh2I2qGhQQj1MaStQOklbAan4fIKdbj55NRfzeqwKxq5S808NgkDdlWZ2fsm8hfYJcJDwVNxA6tPnxl1L9wsG6kI9uj9HNcuNpvCkJkddbObcuQMGmMrmAtuavzQW671QzpepKDIc7hUF7e5oLDQ9cm/OsxfJnmcPX7gz3bt/Hr9t//sDOTxd5dJqeFImZPQ3RXqQYhUnL/OJQegB0Bfui3cQoUKDRRCvtNjJZxtmgpVSb/SH1uHBDUzB1pG4wRGvfQAsXr+7JvEfqbjZO2loN4X339XDZ/3lbW4vqlKGz39uHoz9b75tyU59W+YNTgJw+fq3f/jjfnoMSrajmOvM1L6TBa+aEvXwD5lRVGUXXPldnu9/HIBDkAP6YCA5hOjtMU2/ExldHu5Ul//Vf/5d5tcW41JyLYtghZ4iQLWpW15Lel27UwxZyCqpCovuHdq8YSDm6335/79tf+n+OrLwdmLxWb/y2e1Hd2/r/N45e4X43O7hAIQoDQsY25SvGvZyEJtCxrBBKtbAkxkWCbBSBMIBKslZhgChBFXAP5j+hva9uZdDXfAH1pNEZ8/7Lxabpq7xhkdYWCimyx44Bi1nRcSVrtuS6saK0REUSlowJHNT006U9adKpR5CyI0QYtCpuvs4KlT3SybRJmmAml5MHRFLX/1ahcF9t2GJ541UvShhbZ3eIWsfeVdA5kLPEDbHwTG2zR5qyDzenWaLGK2Sw35+en797HXLehNJT2MftGyTkqfON+8iJ998hWtdkRh6/C8Wl4V3rqsuHQB4CLnxAfyGdA3BvOhZxEHN7t91Txqw9+yHBh4eAr+8MrtppXl05GB326B4fn/nWv8v9aeF/WCR91TL75aCLlGy1rgkINaS0Z43T043eNdeFi1g/lNsU1mK5UKry5r94HrPQmsCSEFbvu6NEGToZGnFx6hZdZoQxOByVVVGR4nalntOnbNS2MHyU4at+XBc188DsXl+rYetLc278PAdoe98exdIUf9Ml11BqRergLLrjniW8sTZWXQooTNrv7kkfh93Oid0XdaDj1lB/1jbHe9ktLJqu4wZvgZa/DwmHyBxB0HFbQ2QI5UPX7qr6hz957+8C/Fu+5OLkzoGwPz3AbB+1lujhKnD9a38Jnn3L7EpTovha8fHXx98/rsq7T/0/7jRG7fbz1pR54tH3jL+yRfgAR6W78fVukBb392ol7OVq0slacgzBDOkKvNnt7ttlbQXCybs4+8no69vjksrETCb3Jphm4Wl3IAX0euLNsDxsc6dLWnBR8pY7pG/2J58f++dauvPH57X34c0Du/ui7kUYd/dx+axuLnR9XXpVnL0mi7D/3Utfs5X11NlSJelyIXHGs9+ap/N8t2FwXAatANzix0pwAQO1HpWdMqLXwAJgTQcsdcZRKNGCbIjsG2DqR54jwBkhG8W2Wze3SE6IzboSsIm0nT5e8w5jp/AEIXVGd4s0Tahws92q2dqPMu/GO6eDw4OpTL/7MUlpv/32Lzabf6FTvdt6+nm4OzruFQxFqYbENUsFZvU2C6VrbmTCiQI6eVEKORCe3SssDohr0aIB39EjSOWmsY/Jvdq50Vfdx3mrqwo0gooVhTVNxDqQDbPkT3i8lfmfFc4SFgWvsLif7bwZs/5p2bWAN6mWXPj49uv/nQOoGM5OARZE50t1OBxNRDbFcTbC1zbRhBXrZIx1iWpi1CgCGiHCOMEFBKU6yxBFJXjCCI/rPKSGhhjFzKYA1JF6dy+8kefnPF2M4YwL2V6KgqzWFnlydUQgGIaA1X0Jhj6CDbJ6vXs1xZmgM0duy2aQpJ22r/0EgynSFPOGvq257Z385a2BpbHm53auS4X1nZu6UVocG/B3VX6wT3mVzeG6kDuNdAAxqtplUBKKXXlzVSXP3uAy4N4+GjZPO+MwrtDLuviwWcDq8X0Q8MvnX7Pz/xzAzO5FB7Zbnu1EBycAejVscYyEtG9gH1IP+Wq1JTAtxNK/68l393W68B/Vu3efdeAS06wFnB8UqMeoEpy7Z8+2LRl7DuaBlGWrZ12SDqZkChMM9zZ13d16uac42bbTQ8HkRBRTKq61bUrmkucq0FMI1O5AtMDyVe0IBKpqBwcLxrbEiNelGhEclPwrv11ecuadcqUdWYS4O4DiYiGkmKU6bMtHYM0W3Xf/e+PBrgna2aTewg2ra4RdQGhaAE2DRzSGUCIkl4PBgNQ7vrX23k/V1BTaDyBAggm8B27dYwJLJ9V++hsnPArnfp0z9X9TtmY5dvxVKquqIjZTZAb61MkOUxn6Np1I1GdS3nXDlHbeeR2eYXT3/arueL4j+tk34n+vFp9W384uspt2RnRKKP+uGHOn6fCZEdfNRdLmOb8pSI/VCwfGd7tSKKWmVLFLe0BtunbktNfZMn6dK+lR7yZLxrxuPOul1GKt+mUMNwszIi6R6G1s19GXTRO2M0OUsu3mzgqR++uJfN0WjS71ylix5J+3T4v67rtMecj7xPZQjmeCpuX9zPy3q/VXsn/puLDDXxdVw20/zx0SDOyfF+uFpKsctHI+NOihQyBcAAAsMAjSF5BQqCfOr4HnH6ohpaH+Ls+xREyLJcM/CJSPMV9HC+46JmIUywCSCN/iceF4D+HyL1hy06bXFq8vtwffpIXV6j+e6cieYQPJnMFg8/Dlm8WTI+8lBa3LxZnD/vUx/HWw+7OCR1u2i9kWERs8jaSJWWbShFXiY1hlOi0wZUjUL9Wkupc6TFJaSOCS20p5PraTmICDg+AKeD1qjqzAwbTsI2jxs8q0dj2L4S/8WA/vEPOsvRguenX30y/Wb23exuMNgfibIysXbMxY0yDbPvuaZD10z4wnZqLhnLyzhygUOVaSCpiIBaa2kQVTSaN4xjCDXUAGKgAQQAIlK26Pez+rjbjQxuidLDOuf0yZhO3wKSimOE7sMccAlcXfdIfcWHijBtezIjslAWym7b0MPkNLK7qHg175V5NQi8R93il6tytinOo8An27kCNpjebc6+6mZ+Ml6VqAAbuPmdHFSwrcA8MzLJykpyRgBlcigNU/bWQD009RsmbCxl2po/NjbfvNE1tE7781/dn//oaPfbWzwObt4upjf3+3/z2PXpcr052Ct1D9RbcMKNW20JYKakYdKYu5aoEojMbkhUl/s7/asNOoTmFz5daOsXbPucOk+DYh5P96FdGSib6Ou7mQEQ1pDqPGVIkercQ/rItF3L0SwDJs5yr2M2DyM4HFx8U549GOu3C76rQN/J18vFd1VngKLeqPv00fZFcbTXXTWVhjSoYGCpTKZozyM1qMfexRENL7LPPg/ZXTI4R9t2t3uzbIxJx54UELyfl4ATm4QWDcS0oLxtDeE6Kld6m8rap33SRg5aI2M0dA4nNu5N5m+yxYestGSfKLNkK60VbEDHuZa0TkpujPquKgj884+Kf3gUdrr8d/99638h54WoiRfdUZ9SowNbXaZv54v9STjqRKD68CFDELD9weS8duLrm10Ax4++dOx1Xtz96eLjQTf/wbB1VPndPRZ3gRU+OncUAHJErt6n3QPeGNXQddbvVsP9vrLp/XLd8zVu6keP6kK2l/fGCpipbQYdGwXmTz/hPECHma1mxUdu7+ItODvp/fZr8MVfO6/fr4pneBt00GU6NkReG+oWuQPNGzfeMDY09kqJhHA8nWbNzd8vdH1vtdLywORJRy6bq0USZyVhMGzJ43E0L9HwNCg1vV7Nzw/7Amabm1WrwACALQBnCC0k2mlxLGldcMSrlmpKEepiaDaW7oltzWz01u7kjQmcOqxB+7kFvvLAm6b4PZcZkP+f2H5sDIfswYPqvURNa2c//zPw7fzCLLvhOnuTgqhiG3gwpN99uKOdkJWlcScYwA7hXKm8AZSCiFYZAoiDjOmBATo1r2BuaPITcNoYKGUrbAvwpLnNQQy1m7eya756MQzh4i6BBVujbqkPS5eVu7d1+LcBmRTRa1lcaW/k/h3vmceufHcRC1F9/9JxHuqHHkvz+zSBdLjLlC7a/vlw3MPF5XyAiVi1tiy43SJfKEEcMyrKWlDZItkoZijAIVEQcwmQ5hgBCIAGAAJADM8+/sRoFjIuHOSOUK90ME4btv8xn10mbYo6FeJmVLYkEiJRdtOi67Qehka+zgREjt91Rt5uk8oYDJBIex0ASPVN3O+aD4bR97GdLRHgbbPc9s8cqQtjtWZz9e+WgGuwQ+8wAgOsMUz3fN0l5rzAPkU9AFyJfgc0a+lfm/RrVxUInPfzF98BHlpX/+YDcKx2LW1CUVPlJYPRAPPs8u9WP3rm3MQt5TB09TbTGAAKujEt+oYSksW2bxGZ8u3/fNFiy+wHHmkAqONvpTUGnu1xzrSLKgvN71kVX+cc612DXZWwSsKe2e8aVg88OKva4v42R/cb8HjilAbXhu1iNTIN88VSl/lqmuw/ViWQyjFm25Z0RbQtiBRSI0dqXldm3+UW4ptii82hTyKshmfB7vs8iZEOel+/z06H8HiPv52uUZb2HlnGvG2Z0eaINKossYLNPVOfjAuhs5LxkeBrXnuOUbdln7fZVi+mN9z0StSUrYIV8AilBjWwcp0Wf4wMTRZvBz40/5RoPGSwqor17ufPyfxhuUxhHwbtFhvnnrABuYhtRcYTr7/NicPffFt2vvzKNNz6A+v89LT5JgFxGvelRPWiAXyzxdSsqoyAWhV49iLtj4Pzz6J6nVqIFeva6lIIGulhRWin0/8w3TyKWke384a8vmzt4GB0GNk1M1ptCraeFWSmTvpmA/heZG9AAwO7P6iuyzo8MHcZDzLVxpY38fA9DgrE/hwv73dRz7GmrEU8fBapl5t8wRpiKUziWQzzMv0mtjzTVsTXzuSht2tlp2/SZSWSzeUiPTm1AFG3OapNaCpw3KGbDdhgPa+kD4BBzFYKf+hKLPJC9ngT1GBUl11tXM0YGxOgG6CblICDkblaraIHiN/jCkGMzPpN2bwFs71VXu3oxxP09bWTOXUwTHM/v3kxEUn40Ul+lxlkHfbMJ261uqmssJebhWioYZs7zqdb1YfoWgPaKItIYnHNQaPFd6BAjNWgrWrRu6AZ57iW7ESW62kAwzw4S9JM6hoWVffDWmmg+rAxWnctiyXgfX/njUbSurtmxhbayKwbIfwtmeEOAqmCZbzeGw78Uc+2BBQpqEtNIZOyVS1ERNn+soTbhiICha600hyYDdKKa4iw1IpCiCGA/9gzAUAYgkIAC1utDi+WJdTN6WcmlKAo2pJiWcPZh93Ibf2OVyRN1HOwqmvewpHDFxwIfPAoyGvAdzqkzZqx8Wdns0uVzqfRUGElTG6phkc92jeCbMOsXFkClxrYWg0NgAMRGuA0A2MkNwzMC9gQ55JBqvQc7LbI71r2RRb3MPahPEudjVuhj9ny91pgVVhF1vCCcAtBxaU1d9NCLmkFalrlEAVGz6l0tfVB6EErVw2zKW7wJi/2bZo6yHbxI1fsRJZYnqz1X+3T2abdITtX3mPfelBmawG11LQkEkmXsnACtg64s7HIKlSYN8W4c7jf19sqX79ftXq1kzcyQtDSgJlulcPx6QTMNfZNZ2KWWy4bZWBFAjSNS7HDh8eTzh65uUitzzrWRgQL3hn584Lj0I05GBO0F5qjPJ5dXhujbqJMH6PKBdJupJbEIW/eZ0i3nx/Jq5J8/NFguZnPiqIo9KpBuWlWvsuBjRRwDly031G1JHdbCmtIc7V4t0PMcYax41aGCWrZuR+8qB+cTq+pc3v2UekFNIaUdTsFL0dx3ulTvmJDBf/wu8x6fDg8MKDF7zJJlswOvKBrbRtZrzI0DBZIG1KF1Fg3tucZhmjMsUER0wr290Z39zGOYanLyqWe7xhSe6qU22aRqheZ/eDxU2N0Or+5tnrN2bHf4QZRdqHausiELgKLfPoRdfaqiFU72T5w3ZCp+kLMbkT3MV3fV1PDsmBVxYn2DxADrks2r6QZRN2nnFL7xYKG3cP4dmkUWWCo63/4pgEkOqC+b9/NGa8RUo7yhNlj766aWGY0MJ6GXrmqOp45a3aS6rwFAWddz9zFwqXIdwlHTgFhpe16R1PO2O0bADQAJrZA8quddw7G0zavSPjXtI2c/P9e9y3j6kODJwxWi37Zff7Y/vWqMuaqtWxt4unL1XJa/otnnWJT5Kl638gHlgIcCqV1pQ2kCYYVJhSJlBHMcWCzZQ4AADH6AEwlFDZF8GzQdp/wlxegtEEj+J1gGinUM9HpCG2WAdldX3PzIzg2DPEHltZanY/xC37SEcXNtXS7P44Gv06SfLdt/bognac/2X97n4faKpO6ruXgwFWeWHKBIlQxqCFoGlUJyduWmgADbUCAoVZKIAMaUGEEsSZAAf2fp7+QWCZVBG0b3QVqr2uvUvL267UQzHjoGZ85dqKwJHHOgi3Lscl7VqNAV2Ww1cd74e9/s37wOLPr3G/KLOXd007omq0nNz7AB9byBqBJT76aI0ozbK4btrhZuwb9p8f2eJNDbFmErQReG0yX4EKABlU3LTy27KVEkLOtWs1aY4AQ2qlJz71/Jx52wawl3UNsGUYmpfMR6FP79rsagCp5U7lHnZtED6qEMnBz33haDyw0a1i/NvvUXGUqNNWVBr7lOMruGs0frsRU4z1g7Rnq3UJiq/P3tdEnBGXpT6mYee51kZ8ag49C9raes4q5Y7SVqNi2sMEI2zSNNoXIq1TnOfFtloFLP9gkYrLfsYcOmBgHEsoGOyVdvFjc3lR7470U5anYTEaWzksnCE6OrXS3bsd9o4QBNCliTJVdobNbsD7qDA7wfgfcrngeJ9ERKeaN43VRCg1odqQFLfN4GP6FtIUns6lOq04LWn4UFRhbhmkgKKIQQpR8H1t5ReqiiAwS2eG8rhUUNI0lCDpDVRmLmdJkXI4oTnJyn5cjEEVWgG2x263v6Hn3eC93tRBFY5KHdMnz4cj3sVLfbcd/caJtCGZruSvgVgRUlpzB0rA41EU7OjWDSJXrfBX7+o7CcjDoqZlCbsg82NbLTTaLh4f2FQj94/7RF4ev323PfmYengzt71NrWtU5kkw5A9+N2mmuaBSWOTT2+yEB5WVtGdBwN5dW3oJydTN9/LRbTp1qSnSkYYdkhaRMKDeiFCFLjX6EzQ9Eb4PRoN3dr374xfPB06gS4Jf/7lW2vT54toc35eMnnaraWbzErBwElsmI6REB2jLTSuEuUES3HWRuG00sWmqtd2z/qHcxrycdHDmhOy9Yyzegdj1TMLl5w10A2gLI72r8qSk/1zRU51Nyca3Id2BVFC+daUAQoC78rFO0HE1j29Zla2aNvJOYmLLi9bjlrrZvgGJAc+Qasi25wkB9qIXFAFBgfOY/ZGzwwJNbKtZU3GutmhMCFisgtTYP7BrmQAnT8dbEbKLj0eeZG2zdm9xRuhBksKqLI736gMcavtjFvwTNqP/RQehcZ4Uny/u3NWZt0zUrTL98PspvUtQQg1eoBNCQpqeKOD/uuNDTWjXQxW2mIQYEEamR4pC1LYIYYK2U/kehIYYJOWHwAKIyrbem0dHtyLJcjuqW//3KPZ3QyN4fRncrLgFbV9y2HHi14JE/zxujS+5FPbDIJ0+7//E3S91118t1W6mg2bl6f5eaXKeGZ0RE8XWtDBjSQTQQma69odNmcCb0NmMbBp7YgJmGA2zIs6Spd5D4UJiUpkxuiCdVqWqjrJvnmviCrYD09gLnA+lO7GLGH55bnIGBi3ZbCcrcOA52U445+q2QJ60SgE+1YSu9A/mQWNq2as4BUC+XdQeYAbJPTNjK/IUGJ9A7GXlWs6NcAK5/TNWz4NQ6sTzSDGc42cksUwpTda95aFOMtzu1Keyi8Tv2xkK68xdjOQWMinHEI0Ad7TU9lb6J841sMD1/tkeTeLasJyfdgzXnlrxf586hbxVVvFn2XDq9qh88cV1MaamMZLuOaTb0nHw3dumptleLleOZ1/dVydBBqyY+Ph1bf7fMYseUm3Ynheuakz13GlgOBdKmWDN7Nw+IZ3W90qIGt0MMcDfwTh1SsFo2QVLXtzM48mkP+dAwDLnLPGz0x6+SdNqAL47B0syrVbXXEM+9eFnsAhX80yflr+8/3KVPJj1wHFUX27Ll4bE13vPaHbl/fWG4LNnskGGi3sA56uxm22bnpYXOFqtRvyM83aT1kWWgVpcNa5B1IbzcMj77PFqstmdfOnZeLv6X+3rOGmbu2/b+nq1akRbWKs5tVhsOwww7Jh/5tKWq6yZ2H17Od92+schTY2mYyEKsNYmWu6YxPZBmd7WKuri/YqtfZeeHQ6O7p0rLeTYQ3dX67657QbR3+tkwbJFpblr07esMQt7vRQ97frlthBJvF5WlkALKNDQQBgckjNoizTqek5eqWKRPx3Sdbm5TfDjofhR2VoKsHmGL5/TmcvcBQCKcGrHL3Ex02mGIoQPDrUoFZC1y3LJKePCB7DeLZFXA3hO/mTa2gLDiB5aa1mKt4QEgAGgMcdzUZhd1EM22WlPjK7d5hOFN5eWmsf3DgkhyTIWJUbHC7xqdSevzUU/dt+0iOzykitUHD9xXtyXQIMUusvFcZGCCbFGathdYatffC5Zxqqp08wdv13n0eKwMfPl62+9axaoaBSYoFS8YBhgjswayapkgsGPZkULSMDYb5koFOMxqgWoupbYshU0omEIYAqABhEADYiMFLHtMZNkB+8dYrgVu49Wq7ei+T0fWUsZccKOyKV5dZnBgWTiw/TDPWmRgw2lEborAu3m/E9BprhrqEhupJbE0ox//809f/69v8rsVOzjwxh38enr4wIrb9naXfjzEoq6XW5AAAABIWOhYpEUVgJpj/UkfBIVjQ7xwyItcMYQyaGtd3saCVeC8kVlVjgYdfhfv7XXrTXq7VRl0TCpnlZpkwlMsFSqy7GXTWFQVqt0QpBSYqnajbMqNhCPPCRsT6hp/11aVENgxbspsQPhZ1xonzWtgbJBWqFZpaxvaMcdVKrI/ZQ2p7V5PO2YBUkEDzr3ho0eeo8wAhidd7DSdaVNvknnb9AUrm0aIJk7bruNZFMyXjsEMY24cBOyXrGg8+nzYUzZutnq13lgT++49O/skxGBTdKCpahf1rkv3xd2mR01ewk8PQQMKFuD3Gt0x/jAwy1xgJO9qHj3pdcJBJQrbqdcQw7hxEegMW2Urv1ZOByHf6IUEjG3TRdlNM8klHwIg2s2xdj1g/et0m2rrec/gmvE792kYr1n5Xtm8Gfss6uxeeBlvlPzD1JCsfxopqk4f0dk9Zd+IVZKxGhhQDc76w4+sq++rm9vdCZTt213AWddDQml4DKJexWkTNVVA6TJj99tS2XZlBgePe0o1tEfKq4WKr7x4dtK2Eoym5eTNIu8PUWCAaG+kSgQzUbrK6mgIyqyCuwSBqq1XsagAGWhtpEh0hTxqN6AAilRMaW5CsoiVfDPfO/JQsL18vURYNVus70qnH8JQdEbe7OJOkfbD3bZmReiSp4/7yUyVoMiZ7HRxuRGIAN8BPjAyVjweoN9tEbYhzvAOEANKIzAiSK9mYlFyXcUngZ3okpiks4/ycUT3eKJrWgD7Fk4mVvdj7+Wf1sONyttEEeyLOllyseHPT4zb96t7EdocHlCrhjWAsGvSMyUkFx80gEAtd/jjUVcdoSJXvwJ02FXvC8l3jt22mIgGWXsUY20WWDXU+7vvp5bDCKybe4Bak0jLhQKablwHC2U1DSCt4JS2a95CjWF1EJhB1twpaFGe7HaCwA7StuNEPQql2+StbbWJRpSllTQp4X3H3s2q+6UAlpS6KmsFlVJIBJpoCOtWeA5uMJZaAQSgBhoA4iqT3zBl48jm39rKLw73bN/gt3/aeUGGqMXqsgY87Y87B1FYz6omMOO+HxbrcE8XChBp988PL65TrLi133WLjQrNoXZbLq9eLNM6bvZDjBBrdeubXtiurhHwog1vYYgVK8YVgAaVvDCkdXDsypt6YAIE2KDnooSbpPoeuFJ5rcImcBMvKytke56TltpOZhhs7/O9AAvZ1BnYD8N3uq5ZNKDbOdCXTWVD0HChgCTaGkD5oRCOTWKgKwokazZZAakXGNDmAJbCgHCPSLfNVshKERecXbPK5sQUnWFnWLZJo4Uyif3cMp0q3pZCuL3j6OAId7RexG35Dx9IDeqqCCZumjSbFVcVE6ma9BzaascyQCknUGSvWXJgQ5hFNk6Z5wgn36mN4Pgq9x5NFjc7I7DbuHR8wi5Ww8Ohy+ThqJ7+R5WWVtBhrFhsnWEYs5MDcf+9gnsDY5GNPh3L3N0uxTxvuI8OokHXRl1jFg/ExCJVLsptnmRJOYfAagaWyt/xMoXdE9/4bdF7AMsnh8PRGGfM3al234/Xub6fDqL+4VPHYPlFLTNUfnTUK7vd+GLKagMt5F26c0LqHxuLy63nExCaddVs7w0ABk8+HvGkeHvJfQTMge6FsN/p96ja3RSDXicpYItRjc3oYAyPBmZVmnlOmaxXyw/Xi2OU93ZKqhtDbe9OzkDZXmfRj35gGtzYrQ2sUZLCXVFpbBlu1zomn5vIEu1dXiTV7DoX3ITb+2AQ+uU4UEzwEuj1fW/gUBfMZyvuhYYbv3q5rgtMsSREqNcbgsTtTdnuVg+fDUhDVlegv+/U2c1qq7RWP+t6s7JOU73flSSUVcJRFOSvdg+eDeJ51RJgEQFz0kLIYet6/of3zSiyV649PjTbSGfpzA8w8Y3oRf3gMZmWpcYg+D8Nd/92CZZOmfFieRseuzlRXxzBP03blhuAp5kiJqSnA3qxyNaAAQA0wIKY9rN+/XK23cnuXjSDy8hqb4u01sgO0GoLPID2hqFhVi1V9aYpsrZvUSHJOsMKNV0TWg50KLybbaIDL+TBNtdmWntmdrHAldodAPRD5JZtlHAmQNUqWd+WKrZHI/vkiX39jSEMzRhybJJSxJKi74NCNcgQ1AZ5BgEAtmf4ABqmMS1l2wqoEYAKaAgAAFAT5jmFEyZNZkLTyUib9OeVjarmyBQ1nhWtxNriFOyStG9DZBqcM9npNJvKLFTbKKib8v7e9JHTyKbItYOuX08nZq+753T2/eruti3y3R0gFTiNzIRLCgmW+rJk5135l2fgwwyoXFgWmpxhB5bHAWoavU2I2YMe0nEO9zHhtp16WEVhE2dQk4LAZSGHDdqsxHFXxplSDtBCt40RIZNzaR72H7sM31VTXUoAANActAuFDAhrnldaWYaxaRrTMCxZDrjBCR2Y1pOxnt6XSw6wYJtKbQFwbFg3WlO4xowZZY8jfy/qjfTY5Nkme3d7PXzoDJTk6dZt2jcf+Onhnn8S6VK4OsvzVgrc6TomoKOhgw3XcWU1hwzzN9vafIRd35i/Lh89H4+HDIp2SdpkXgyPehYC0vLjrGoU7q+5qui/+4dsrwp0Cimsdd+c38e9B+6bd1XjRumW21ok77PLdeM2RdeqALNDkxsJ35h8PE2X5ha5lqo05xnhMuA6GWnjkde7rra3u7MRrF6BwZd8+c170wzss1Cm9CcRu63F797unC6fnKqlQNwQuRDvfvXu0Y8PjiMb9gPVxvGbabLLD35+aLv2h/94zbeMDQXpmXsu3UC7bIksarRMWltpbGwNw7G7IYGrbSHr2Ixse+CCiimCi6biWWo3zYOzkYvc//D7ez4HP/+oeuI1Z49GXeq+vtAMV8jFUmOszcGxo4DrILABLsRl2hqRN7ChN+gsPuTVwoUVgmwm4Xhf5DxvqGMayTJdXKeapNhoWqGNanfvGXpRU8j5uu1EzmH/rNcJPMtM5rur1Wa3UWG/d2CW28IaDkVyzzKLmIa+F0bPRq8QmHhGx6SzEgmxGVlN4PtFXJoet7/aG5UIs802Xu+23AyZxUi2U+3BpCik2KUiwINp3QpnVcnHjyZXq1znBYfWjYTLuvS6CtY6h4LT+vUsRRp2TOfPoPu/NXFEjDzd5LqtYDtYVpdEIZi5GtT+oKpTAMoZHp2cR9bGWGWldkKDisne2Bab/G4nWui0rRkCa4/0jwxT1OuXcvwwwBWuYufpAwBz9Ptl7BlKsVanzfggqEPJkByfHLrASd+sKZUoY42UNS89pBWBcc2fnttl3jIJR3tksaq5lAlAJkBZwy2DQqABAgBpCKDWgDANeAe6mlgc2NDeBQLtR2oe+SNmSRQoh94hWSm5zP/+16996vW++sS3AZeAlepoZFZNsbpPh3vDSjKe1KRMxwNAtD29LPegMkyz13WmF+X5x733VzubW8M+u7gvbdvMCOk40nTFogWCglyxetvuYg0hghoLrO2hs1nUdVObQgXEq4emqCxVNctN6o1gUXIhgIZ6XgPZgryWgY9arRyT71TdPzA+0sxmqOEQCqJqwRTgSOcA+o5haDmIbNKCUddMY96xrZGn3t6UHgZM6MtStRgwhVpuPHY8IMkiSbyhwgA86CPfUN62siU3z8Bl/u7yTWn2VL4VnWMLGk2riZRAcikp6dsaUjDsO0ZJgJQ+ZRdZuTXpp+ckBShewsHAaUt++2YHOjXArVCYpbk/DgCACCJtgBwz0reenR2Ki1UVz89OjKuYz7f13qMjXDUsZ/e3Sd9VoGsEjrKwQRowNsqsaT0ILa0aETQyBjr2LepFBBuGBQEDTM5b9UAZXcAOLPa95L9aBqNAXudjH6crAHftXzwbb9JKBHZG3dVF3OhmYfLB+dADoKz1yV777j6zH0d17c/mXGYtJEEFd4Lwo0GWEZZL23Owo4SM2+n7emiio49GAJL7XSFRw5WO9rui0T3SVqLhbQErhgFZzKmGemEN/7v/+uhpD+QUHvfxN++0bG13wugA5jUKDAtQvVo0y02RlfOmqBuIw5D6e76krheIsFhXRYn3IkgOEUHOMKzjqp2lZVvmsyQYuNiwXEIPA9snRJuEPBK6bAFCQjVM1Xl8X4giq9UQNwd73vdpvd6y06GTMBy4ZlEJE4mg4+2y5mQy3L4tFeQL3oSe5X/y9PgRievlbteyMhYypw1wWgC6GHMFVb2qBBC1sK313KUVfzREYs7cUgog2rJoEPukB1si3idaA6WFbhSogPb3w7zi/3uF7z1TO8FNmdhQlgJ0NBZAGTIrBQFMGNh6cDKpPNvJdehVhukMTGdi6fVGEKQ9oYYUCsDevWno1PjBQ0OP1LZu9noezavX1zsuyLPR0UW6/cuxeLcEVYNRB8ldfXefPnpIIdScaUAZxChp9LFnm5a4LcGHRRMQXLVKmkQatGK64CKykRVg1miKAEb/iJfRAADiEkmGhmAVUUJuNt1AafcoEyGYtyZUEQE7TShup9j8Z3/9JWnbOS/A29u+K1ar9qu/6P7mj6mNuLnX92y0frGIjoxN0/Y6vH/sdXtofQMBgDzbfXiLHvzwuHm5uZiuggAUuQofdCttDOy43sNqU6+nzV4E5hpYSk1lkyzb0jEucj6xNIeCrauNIkGfNlNOgMQ+MSYUflPdCSgrghoRQrzjKUP12Tm6mrE3Nfp4gs4qXnPCcmj1ol2rCGyQ7eoCM67KJMc9Y5qIA2T0aHO5ZP0I/TIWnoIaglaCPYB8QEoIHaB/9NHhrmlxH0LGi6mgEBHF11nbOBL3+SUXgx7ohYDaIF6IidDIhoOBywCwbV8VaJVWzw/N7Z9WKbCGp6GSSV5Y0iU9pH0XffWXD759+SG5kY6nmkIsNtCjFse8STLSsRGov/vF+48eRaZL+MC9+FUhCwOtk7qsmrXyDUJ9FdnCbXice3t7hzhYPaZYB0aukJwplFU70VhNM/FB5wzwDjhcgMU1nGLkCEUaRl1FFZc4tCm9+0bYQUfb4fJN/sSzf3nb7j+2oo7kmTuPsWWo8DzojI2Ll7e4qdkHxRqLRFaQFeE48h4fLucpTKrZIqHIv2+JbTqA7g0+dQ26wiFK59oKzbKKhWMbhr/IpGcmacuzuypwzbl0f/YkWmyzT754Sn7+8A/fxg/h6tcX66p78uDZSINMe6r8UM9vmxLkDWsQoNxEg55XNrphTblS0Ov4Dmdu8er99sjMyPmnFqPqWtgx2LEaGgXpo/0jUyHv/CcHN/c7P03uKm0PhdVXdoLblyJZ56/vd+F59y/G9NvrbFvADtWvax0A/GS/y1rk4DqH0Gh3MmluKdSR3QEHPGjjTVWudnXDjp1kZ8FK5uUMyBbES3CCmRYdrcOO1Pk8D46FV8pjh1Ss/I/rZWgaccufTmyzskClt0pIwDAEkqkSgO4w/OjLyFxVL36zu13F2dV8jMCBAddSR0hqSgvF+3SXWcHJaGzv2ULqh4HwamG0q0GnT6XFibnv+4HjHMHdq20VauhAbbe4B6Ep87qimhaV0IeI/9DevFxW32/48CAoZtv38+Kj0+Hp0/72rur3XBODu0zzmndMWwuVbmpTNnGmG2Q0SmwpREIEoSkblDfCsaBtKIyA0kBKrQECQJOIEz5Li2ataGNIM5OsfbWybjEaSbStQsec5hV65IeRDjmoWZf/ad4LKqk5UHpXtVq3MyW7Kl7P10df9gwMN28uV5XEtH/w8CPczYus9g6i3n5YXMbcFKTvqIzZpH374u74cFjGxjIrWqYaADquuRXtwAIfe6AE9sHYSFrAGmk4UFhh0BgubJmNcFrIIQVn6FGOr26lDUUAdIH4bkvcJ/5vA3goAE3Q7++YWUElpG1rB0irbF3WKMhaga0ID4agqsqOSywItZYVVhex6kHgcWwC1QPEgkFutraomW3/6t3SJgZKacfSNFdTrRJux1RQxysOUXigqhfrrjSyigOlSM8yTBuFZkh0NU35jlg2+f5aT4LxYyy3afbdKvEP+l2P71qe3yfJJlncLp8+D++3FZRNlaWjU+vqBvQY7ZpUKtl1wzfXjUT1uWf1R97Zo16y3qio07OrsuVWPyorpJoqGGjHJVsWSOJOTh/0dk3e3ptVCkBgMyabSu9UGoHV54HelRY2SQb1J4HxUeO+3jn3ZSoQ8bvxurX3emtij8bOqBEpb+/KVRdavbH/5IuJE9C7F4t1yibnXvJy67B29WFmnw0NzwAkGOzj5WxbVUjkhbCMd5f1k7N95+EeyIp36+nxxCeymlfYCrugxBNDJgUquR7ve4cH3XrFVaUefHmYdpn+xetei2K16xzumx3QGM3dbRatpYMxsFopWt1oE7fWwGZcIiDtAAupQ99YN4jq5vzIL9bVYJHo1EhDiPokzIbHpWXULUz45TrGAJTb7Yfldjkjpzp4aNLt7zfrFRrvdw++Gh2b2wbpI78oUu0cmIfrNq/bRCkzxPGi2m3rR/t+52RYSYbu6uvdVM8R7kFLXZUQiYqbjTIrICWoJDD7EMRaGEamiUK6m8Hn13Am612nU0D2w4foxUp0jvB1peqk7ZDABbXnORRWaU76kd9W5Ot/eyOVVhIeDMmnu5Yj4GJg9jxZAW0Iw3CIVC4lLm5spGwuqaBD28e21Rpe5HT2Le4ofTgJ2nswIaqbskkXL3KNgbSYaXDhU0yGOF3JnbY+DoRDiQRG4LV7OkR+9OLX70+fnnJUi12qETW1hLjtRvTDFbexcXRqVWmT16Bm3CCwSXjHp60QvFEIKAAB0BD857MkIJQjeV84sG0M6Qute9b4LEIUm3nOBv1qQ6tp3vV2gLUf3ied5yfDU6sAfDtde174+n0cSKA9t5rPyrK62KDTQ8dwO7pj8BTtPsRO01gH0bqqilwLIS0JDqLJvABls8ZAb3hNLQQq7BIVIjya7H/JtlqX+ybYCkBDGokKmbZjYASV6Vk3DHJWL7X/LCkGibgXEgemzNgcGTCwDLcfHhZYZmWqKYKa42UjBAJyJ7FKbABcCGwgPSxl6RCMbN4SIWDXTzPhE1JREDBVaDhGzqFJmKVMw57GMmOQGlsg7V3r8LgNRrbzcU96VbNIwz6gJ5aRAQYPmCQkZ8eOHUJUEKfGBnVgrhq5jpsKB/sndmRvM1bwDAaOiQzBEabkaN/FEb1vRfbmXunCnVDWgiwBXUpIAtcflEusn//g6OV3lxx7hyUbHdCvv95wCVufYogOBwNBLNjwSpdUZulceZOu9+Tg7AefD+bpy6beVlWv3kHQLdUG1EVRIe89DX/8UfPbufWVp94uryvpDJxDXPe78OsbapRWmtVIk52sna5LBDW4pTGxnMiYgWJbGZ43qjazP+XKARq7uC4BMMMIZouCg4IQ4iM8K9PFalFTizgmBhY0VCnUvICEhL6JkAC5bKTNmjwP+wYhziZVEGnXttdXq86HJleGSxCkCpTN60Ttd9R8HW9ZtSzBMPRLKFopN+sU3INnn58ZEDa8kaoFiocULA1TArOp9Wy1Ds+OhwNnt2uGfOjLUbPK2i3nHz5AE9i8jGNZJQtx88g5HeawdPdk5hTpRfJqt/nqycT16ItC04UcRN1exzYMN0/z1tCTidsosLytxYGFR5wMj6JqUxAIKIrGA41wqHYZ2/Z60liCega3plb9xvFVGwOLufccYEcndc0cyEp/1OaqQB9mTdcxDqxqA8zAMcsFHoSe4A0pG9+wPLdASgS5kA4IbGTbrosBZmVlEZMqLZAUPPClIytbCAhrN3S0qGrcyDr3DdNHGk4LpcDhOLDDBlAzXUjb4BiiwmSihecErCJ7socXBctqHeE0sb3AAB0LHv/kGHMnzYsUEhe3CQVs2xqK7o9wm2sfCjdCrm/mFSBKckraHPRDI2s5E0AqDRCEEP3jk4loSAaToRKwEGxzkwZpXn0o8zndjS3YD8GDPQzv91WLVTt4Zv/27XVXgr0Hw71JdPPNlA+oddIrAZjXkoYuvS1cG81bWr0tjn8+5qIl0CjXLPT17OX08z8/iPNeu1wyiK1h0K535G43fO7tnz4F15c7TS3S+l10fw2fmORNwoaJ6fZDlqcWjkQLqp12s3oDMTRdMt+5Uj350rq97vMZwSecjqDnGD5XowZdtdZ2sXvsKtMCaQ0MBVoIYuhmuhJaUwEcWXX9ju9ZgaEJQKNR70zUaVnmsXxumxCZbqQ/zNKKejTw4KaqUK1MpQDyP39gTnBlX4n9vP+kJdNqsAMY4La3B6+4CQKjMmHlsltCjPyVrfC6wpXbIdCodaWaAPAloOV8dXzcoa41X+n9abO5SQ5U8/Sno3+Yw+UqM6mBbdNARt242bez/VP3L0klIP77FA0IDCH4mY2vPCtB7E0JPV+6WgtWYw8xXXSG4Z6vINPuv/1Qt1hpL7e0wGwgrb6/11aLt7H+4fhI7YLPP47iV9sdCx/myXd/aEREPxuzL8zllXe+m6aFgbzTsclRcq2mf5j+9M8npms++Hxyff0hW6dZK+Kk/PIHDxyzP50F2Yc1c+syMMt13BQmEvzw2d64bpuqxLCoph+atu0AYiDgBUFDZV5WWudGkWVY+8PO7mZly1q4lGbJwKhAoQO92WCfOu68AMfj4OI3O38PP3wQDNZifhVbmBJDHzyya+C3vHY8L+R+xl0MIWoaSwvX4qrT1n1js1mhBT53Rw50tcxiKZXNfAe5SgqJK6mpd9BVjeGpvX81Vr/N4l61/zaZQZw0rWmbewfy/VRRhrFjZ5uG9Wl7105j9vGjkR+Qtxdlm9Rts0yjLuw4pybfRxZnIGsQ5nJ5B5oUQAD+HKHbc5piQC+2CbWrqjhumGWZdZOQlRocDK9udpOoNzwkL75fdYl1HCjv3Fsts2nJQo0lq9ZcHiPQxQCZ0O95qDaBKeJB19a53ZYE2rjfQZpg3WrIicWHg369gZbmmmIpoIlpggQ24X4YFRYoi8VoAAiD2EMWMVdbyRFyYZ1W8Rdn6BffoKJmhl97gZdvyptl+dMvuk0mVVsDnneY++gHPYzND9fcpOBu3WBCXEebFBkEdjSeZ5IJ5Zko40ABBKD6Rx6n1oBoqZcboaEZPPR/fAwLzUOxeXPjo1BNB65gdd/3XG2KrQO66otPeiHSslQehIfPD+/vr+sNUGXmubihKO2iO2V33YYR78NN7bL82SfD1Q0TGxyM3fsbGZBimza9vp8uM+FQjRHIhBOVM0TbrPzFG2k16S0DJxreSvXIxHFRzoTYK7ZKuQAzQURhBKqpK6h3GdJ/10S+XZ0P7fFmxW+9m8UCe/N50K3boE++uWMaAYqp7yPeCF/qxvIDlWuidxWoqspoLFc3k35AKjHqOz5xQh87GmOWp0VjQ62EvNvMS000JpblKIvevpyFhQH3G54XQx/4GhzfAfNUxvep1k+K80/LuEhubrYvNuFok6YMmEPPDfc6GBnED6yrLWzz9oc/GM1XCTDV8GDc3RM+t1/+alkD06YyILW9T6pl1T0fu/JeuOrUwy/+JPICRUTmBvnNjh5U1NDkQ7YxfdbNQWdMmAHmW6ZKmBRVoN2h2q2tUiiTWhWFShvUARIXdvX86cOoXL5JPz1Hl7hXQGO3TtqmPX6INlf6/Rz/9Mz8/t8v/CA0S6O43nX2/O9fzz/+wUg7/eOgf3eTvH03IxANfvBYg6vVr2ZLM/30c8ue4O9fluaosFy8mSZBB5+6kT+ypnlx9/aygHEZmLhQBGgBUctrpbK6VPNZ8fDZ4eJN3fVpttuN/QDxmgEr5uIah6YT9l2jHEbzkv7onzzYZtndBu55KX7m3C9VtqypZzmWjRGXEGsDOdDRjm4QttCOY5Zmol1vdGe8RxSq8Pd/uNyUN92zVkSe0TFs/zh6jP+rgMyiYZ8o0WD+url+k7as/PQgevzo8OqbVVnJ1YeED33sGEdH/s1u22WwVFCdD0mvs81yRGkTesedOE4amDszLGuRdRieynrUglEHbDr2qaT2wMXzhip4QwJScYPIwguqVGhXFwO3uAUn3vguu3v5vbIB7oIqnvFLhAytx1gf9BuvD9oZsDwY2tAZ9q1S2l0nhZQUpQaRQxvXsfCwyzfrImn7dh1XDCFJzNHYdBYp9ByCpcKwOTiK0E4akm/T/GwAWujlhrIUSx06MTQa4WUsjh86pzO+lfhumRkI28j/s8eDXDZtWyAT5CX4+OGe53eyrOmHvmiaKCRaQCiYlLAUTGPgezKthGsiihBHEPzjWgYAoAEZAnHYLYtdvPquXPPc98vHB1rvGwvDlkNNirJM8RaR0PSIhNg0nXRL84phZPmuicwiKSXRCmMfEgaqvMjzQirTJEDWpUivypFL+ufRr/7uyv448vrmKjaNVgNAWsnvYwmpkd406Y5w4E6r3fOR3Y/FXJi2IeO7QuWtSQCAsFDE07FWhiXSSpHGGlynwK6SA727X+tmuzM84Pg9kIOW103LsoQjk7q2l+xSo981bM5irqFRd8ayavYHesO1kBQidb3Z3UIjbIIe7U16uA/zDmTljqUcJ4ARpAOTSgvFdW1hdHQWchM0S9F3DOuGSQ4B1rs74HkDRD6+/fXJ6lNrnV+7ze3NspICjoa9J11VN6rTddJKA6Y6IZmXnBFj3LFCAF+9FYGDTj8Pgj3v7S/TvIWWUzInLNdbFJdfPqaqltwdPPFj2cYJBu4ALebqxayZd2qf6qPuKLSjFvKLm4pCOHKwiRVtd6xqYw4rrrmNgRyp5/t63/UTvFzGk0PcvttaD7uy467ooFhu8hmyBL7cYCutPzmzW8QvRDQ6CNhsveGbQBwehz06HNTLzdgScW0u/v2c+OY0zg5/RhSDsmBNXe8WyGQ6Cm2NRFpkjJIQsFlgZh/WMK03ptXtA2I4cdwypWxo+mbIK7Bb7YhrGQ6Ahb6YSye0EIIHzxydw73jyetMHj3sXt1CIM2alN9fJltFXMMaPOq0qGkVd50edeykEpGFIVCWY2xZxP1moMtkWyuD++fdYyhXL2splJw3odtFvjFGREw8O/CP7+tsUb9r5flXveGeef1dOfVQ90NOGpgBrJE/iUIQOPPLtvfIX1/NdcCz6SIF0PZCx9Jly6+nHABOLWTlcFeUiCBoqa2E7U43Zf2B1BuhoHfy0ZOT2fUvhK4ooJti52DVLVVj5x2PxXVwZAwOhC1hAt2c2uqhFLyBTCHGQJmCwZ5rG8RBAEPc7Tg7QlAtbY3mOzQYBDFDe5WwiaqEQqxutgwiZvQDTAZuhEMqi0X90YGbxE3NWlHyw8OxL3Y7RaOJm7/fdgLHBWDJJHHwm9dt1CVtoj9/6IKuHwXdx6fqT69WZqvsVhwdHH711bNym8bb2PLcaGDylvFGiVojqFAOK65MD1FFmNbUhkgCooHQUP8jK0+mdkhBB6KO4e/W5oc7+B7T9Jj0arC7bXgKBLBrJX3Lild1J18bYRVXa6hkFfuPiCi+cOez5HarmA7qKoh6QMHaablW0Bu420KalKR35ec/3J9N8zxXk1N7Pd8hJogyAG5nC3Z2bDgMt6DCla5EsBQxRrpsYY50DcFGagvKXKc5wC2ArawBULfJXqCtvxrY8e7uTVOHe0535+CYiDY7aYr3qS4AOBqP00r4HnJCG+qwa3OzSNdxZQ78NhcjkjVASwlGw1Gm2izb3MSNs1W2yv6bIyAF4BDcanCCSdmKm6bdizyJq/ffxALo7iPMIA8dszLdeM9z3puKfPXqw6f5F39+c/GKWkdd75vShEePwsgG8TQ+P+xPfPmbP6yGBDegoUgEPWc13x0+CU6e7d2/v3//6u4x7I0GwSg6+uM366O/cMZjIRnXmdq0Oq1QVuGOj4ewEZQHXfGAEjcwwr790cNxy2mxTh8NQt8Ojvq4Tpp8Oidule00NDzbcr2Pn1id7vvf39ssSLnbZ7I/serpbiHcAaW51Zu/r2SFB5T8cSOePVI90nSqcpGmf3YEN4FTNlRk5d6giWf1++sk+snpvt3ZvFqGLidpu32fDUJ4/Kn92283+8R8+OXJjurFb+7wbuUYjShlp4frTE+GxOhoaVeHJ3pTwPubbP+E5EncPbPKWi1jozENZ69r+8Z46OYKadNabnCTt7fxsvdkfPu60SDnlieoN1/UKCD2wAtqw2z7FTIejsHVJrm/jp9/Fu22jcmpCMaqZBjgaslErz76YRQ0AamZYxDlSKttrl9VzEJlXoUIYq9KcoQBy/NtnSKEI+dR1FatMfKdPvKDIL+o7l7ETDT9s+G+6eQrvC2pSrO8bPG499nPD9kivfvTyh6blQ8nsNNSFqOVLnnVaLiTx7paLLefffTwD99fNSoLDKk0KVpFKMzrloRJrUyPxYQK2dVDAZoC8J4+jWQUYISdNCO2iQFHoQMFb0BhkKxM0ubswHQJ5K0VKl4JpXRTtIIotcy0o65Iv7Zh6Oi2cRhXTdPUWpSmiSplOdhEBu9gUdnqsM/5SkTYNh1ErSI2MGX8yZHzdptkJbt5WT/ejy4VjJQTRV6b7+qCPz/3ptN0sWVKtKwSCmoo1GHXWeVN0QoTAYIBIMhsNJP6Hy2T1JqU2P/FK+DmFtmUGhhFaH//gXe3Ekh58FCu81VGaWXI7z9YwWOnLuJ4lft+e/+i9Ix01srK7SG7d3yyz1rS5GhXJ7ZLt1VJAQdxFY0DBdGD/d4sTUIMtUNBmdcZ6A47u+lUc2naJre9h0/hbl4alXPksQemaWn4FuNuP3I054s8MnVtmCYtSwmaxnDyRqKDY1n26ldeqD93edMBFOhdUpGq/X6ngUdBxtNl5p/4UJHZ+7vJw4+5KVY1xw40ICOBLUrY2OZgQKsVx1D6jO5A0lqwyMEsBQc++sNG94i54CI0oI+DuKhECvu9wd7QbpqVBPp+Q3v7h/S2V2XqNl7k5R+m2V73TEWV84T077e6A1DEyd6zPSjRy292/YNgYkpY6MWudmx/fOSmdYZevN/v2j94fpwr+ftXN1itPvnJQXF3C6jdMD4zQwsjeYrNkrZOuGYEw/J4ZPzwUfim7of9Dup5uTZdE0xqiGr5Zr5s1lXIGI5lfxhtG78bRDlSAgieqqvfvCkPrV//7uVff/TRORbtGdVgX1yDHrIch6n2Hjoi3eCPztRX+/zffu1efRf9ZOh/u6qP+sHNi3klyWA/mv96YT8W2pXUtFdxdjsHX04GIVVHD4+GFKAK2o086A5u8m2a5EWCD//ss9OurNZ8HW9aWrMipxJ4EG3WnLEaCILW/Pnnx+tEuMSilgIMocRAHr4rCiPCSc7yq/XQQa8vMLS6g4d9r18CIKpUq153qp1eIBIBC6/b+WHwm+vV0B4r7W1Xt7P5rdUq6EUNs896OKn1qkENy0Cjppnc8aLcztJGZbpVOo6ivgJ4NB7xnmn2beiYBwRfXWarFWATYget/yQgIlzt2jZpDUp9ApvjCC8UcuvFZXEYec/++UCITK1LtdRMF1UjMNZAAdDvOEilH+Y35U6DzDSsTV1bREkANNcuByDnHVMqG5gQ+q02LTA+BTEATQpyCscnLgVCVdag5wAloJ0NAvqbeSl79tt73DHVv/qx9Wqug9CTjMpWrpS4L7S75fxm+l/+zGhb5tNWK3h3yY/2iJRMVRkew4tN89EY0B7qupl+OGnvuBvyqmGeYA/Gxq7OcMUHjl7tQN3kkNrEC8ajoE+V4TZv385boahGWijTNyCUQIKkZBSowEBJq5GGWgGioQZIQy0A0AiQNVN9DUw8NpJMgJjbiebs3deZ8uyG17kPmZAVaImFyq9nHz8I6121KwoP8awyNlvoWWT8aPL4Z19evZ6VTlzW9mramA5tMh6ajqqJa5ldH2bMawS7XzWdB2FvkC/vU983ilpWZQUh4B1ru+letpUu1U3cEK0UQgdtalPzwKIHk2CMao8buVLfuF41fPaXhv3o9YtFob9pQMcVQZPdz6HNmdEqonHLNLWd40fDWcGqtZx0hoYxyrJk32eCtYUi0BQ+wwAwmfM8TSeR/9ILwa42Hb/Ns99n1Cf6HFj/SWgXqkm3S6uC9kITGXMzUpT0uieeD779h4VloYMn3u9/891bFiv0LXp5MSb+/udterE7OH4ILNx3TERgfLfqdN1uN7x7tZJCQhJ6pqNSHVt4OHA/bJz3W/bwoP3rvxx8O69efX/lEePh80ePI5YYhsyWKYp5s84hZqiA0KrGJ0bHCrk96NgNVz3OMfQ4odRXtNlJ3v5mCs4hPSbEfXhcBmFbZOp2Nx56f2TL7JfXAIDbWdN7+tlXjflNCQ47dqvasCtyaSoQ7Qkwjpwv9lM+Ly/vjlffZ8efGhTNRRaizgGrTUM31ZaZjtrsSi+wRl02vZyVVI+P+mXaXJQNFdI86XhErrM6Op3snUZBtAhOgge5n+y23147niiRie5u6zA021QqJzIc10mbYXcEO+Tl94v9c9qmidsh9+/WTz95WtX67//0AXeoZ5TX1yrwtGUYfmDsXFlVIrIonxa25SffJp5Hlzi1eO0/HAzCknTDvfM9Y3YRv9zWDBu5WfeJ5elhZNItL5jeTKubTdJzKoqIS/zTBxF2jdJwK6F0WgGDDY8CKWTH9ZKyqpeZbSLtAmAilvG0bvW21esm/KvnoUf++A8v/DBxgKVHPSNzyLbwugbURsnYhSlSadR1ARAOAvJXPS9rqkThWkllQkoh4poggwjVMZBtSALJWAJrz+KU6gSZ0Ii9IPCZEhAJ9/e3LTLVyFDGAXQqerWTpokmRHDU1JAfeOAAA6MBlYlUnufcCu36f/hV/l88oq9SlTXAUlVeo1WuPjD0alY+tNDDQcZvqr5jf4dxV1s9zV5N2ekTU90VTUvezYoffwHPu2Y2W8WuY8JyMnE5lFBp3hpSCsl0Oqt2WlIMMEY2UgpohbRJABBaKa0h1AAQQeWNa4ZxjIYWz4tLmAHAw2e93KGVZ5lU7SkRKkJqaZ4MNhwYwF3Nih6Xjmf+6AfBvDogAn3/H77PW630FjTSr2S5y2zDEm0Rc2b2nVkT9AI8q1EHMkNWW850YCzjNPJVUYlmlX/d6vS21qJeVRBrBAziSC07wLNKbMpNreu0ThhwBHpEy4F/a1Hnj7g+GyGz7N5u06Bpxx6UG/3HBrQARHt+dZNfv49Zv289mKzv1o8drLv7bPAE//o3DlKtLgpiW66VTllkqPttDJREluV7Bi9oUskbYQ4A9AHZ6qpd+H9mqPcON0IkH/ZcSNGgW+TrxrxH2VwvnSmva1HQk31hbvDH9jCK1YkvCWYGjncbMDW6tlsw/0Q3Qw/uSqfv03Q+7R4fDMb0iSEUbwJdrS4286bS+87BR5Gz9fcXmCJ7nKWrVlRFnUh9+aclG6AnQ0LGB+teH1dVafEmzhFksk5bjjqWv+f17j3e+cjqU3Aw9BIfbbY6Q1zcVejR+Od++Hd5r1QxDDE6Juynz9z/7RubCLsLyH121FOosQqBOltrWqq//iT9zfTb7MH5f9jU6TvQ/3HEP+STZ93bv7utYiTytqdhc9eArrX57Vw+6xiA77Zltc3pXv850qKQm1c1/Kxl2+X7NgevsxUKH4702vWDlLVZ0neoFGo47vWGYZZLM3Su4xWMURDIQsrb2+2enkhlvf1+9fyh//i092FWdzpaGg70TCP0BaUAoLNeDxP0H+vyWKXyNNrXs7LQd23NFnARe+zl+qlhIVbEYLkGJW7bXbznaQPG5q5WWSZal/c4NrDVJwY4ewCFnQEAOEmWc56V7rBLmbbGXU97u2QJj6BNtF6AJBa+RRzZ6uNeHSfV6+1Nsc7niy0A/RAdjaWMg6NjX3ed/Hb3gCSWi79fNjVQSMHtKv8DgT84xUojxCQSWkjkAsgxsRytTWFESiuuKVBBDwLThuZgGB5SwtfTZN1mrfFFJ73i4Oq+8a3qB0dnuIk9L3w9VZOOCZXoWaSRtUbADyQRCcphW7XPzvDH+zq/V/4ZMFowrcCfWTSbFpIol5G//wZ9lHONUMe2T/JmI8y9fe7pdhmCUUeNDtG5X1dzTQN/t8v2e5RoL/RUtkybRnoODh1mH+s/3ckUUYylgwXXGAEIuFIASAT+kf1AEsGqplITjHE28Yo/O+q8h3AnwG7UG0mMjAIs2mzOmhSPEAllmgr5+dnBN7+/mr9pfve1iZzlyZ7oHXtex21LIiSGtLVMEtoiTwoP21Cojmsl8/yjfePfv4jdgwE97LffliGmuWaGCbSqIsfvHNjr17ALaXfYe1+LgMYxbzwTmAJkaxYLkEoQK7XPG1VJvweNIfkf5wIZ+dlXEsxBynWugAJAe0G7qWy6T/sdXE/bRbm/ZzRBdyJFtGAfMGESFLV57GjnQVDDuEy8g4cDyrW+320WCW7w0wDwvPmg9JYCyMEf4YdXTPyoAmjo4t2yQgQBePvqjutku9Hiq4Hf6bFdOPqbs3uxeSJrvYA394Q+csH8PrLwQWg4xNolNMk0xLhWLcvR6WedRjfFPbvuB+NucxQQbz/iSf3qnWzz5tmxyw0hRFr4eC28pkPup63x6PH+Y8+w+g4eBMRPA5nFedpwWIi2bFmZ71BzMB5Pvtjz4sLQKjPCB0MVBF60Ey9eLfxn9BdH56PO/mfjbjjpDo+GYL6q9PKgD2fX6588GtM74Kwm+zD2Ilu5wWUsByfx/btyvBfxfP3mP91aH5+l96teaJ6YxvWyDCcdOEb5bWJ6Vv/BpNPD1aK5eJVMzOr7/2mnQ+P5X47ze/7u3/0+PEMF3W9NQhkx38RHz9ytiLN5iUbdB5Po+lZmBg69ZpWXLSGgAmytx2eT/sF+9yYJHnlXb+rNXd17FJTUIA0VjWaLqnfeiyb+rtQyxcGJt81kuq7qSrS0i1RtIDHEID3wsuHwsLxpqtWyqI0NaJ27RnmBdrudyKBkkHVvTbH3Xz/ProhVuIYrjXWWTPlUh8CR7MXlzSYfD/r7/82XYE3cBrYC9gPiWu02kY3GjaC9yA4CHPXcAjqtqEauuXnXOhBZXJvKKYAuKvB202ZVaYHQBPnHZ+GDgWo4suPSGwGZA6l1F1gaO/dpIT0okO53AAAQ5cI78lzH36z42/f1v/xxz23nm5vynikK4Q/PTeqQ9xf1l0/HJ0HdcnXWhd+mahjh90uAFfAs3SZsEADPBKBEG2t0clqvZrvhk6B/n1DP6Uyc/+vl6m4Mrv7N1vinlrNs47p+fGzwhP1wpC+vAbRwD8uBBmnKdN4ibREEi5x6tqq3Ld8VApKmFrZt+SYaDR3dYNXm3MBQaqCAxBAAICVQUAMAiG+w7ggDz/DlGjtFhjvI9o1GhjexVJyJFHFlKW5PjMVshRW0GfxQqehgZCu5d9LJNaKIxznrGVE3GuQ2leBd0pBkxgCW66ruccGDMT0IpnUMQhhETvUuN22StEI6jlhKbNqyRWXeHgdGzy5vgE7rikhhrFGwVsiG20YzAAoD7BPUU96i0UxmgeQcg686Mn+jaAFCCL5vYGBRB7UCwqydebYDvSNhq6uk8i4W9lnXHbhm05dX9z3XNiL45tU0Grmc1/cXCTSE7yJeIK7VTcp/ZJvruo0UYAB4iLim+YuidN/UgN4Pj0I1p+VlPOm71Ct+d6XL/+Nff/H/u2//l6U1bOQpBi1mGRmuMjdTR8gpC721UcfNjx3zNllJgd09Y77l+4ckYC7uWa92sgHs29+X7gA8OQjmH5qgiwBNlKHZvPI6kWUg8YNH7aYhDBzs9yOX7AI8X3m0Vn5TJWlTxiUBxU4yhfDJSa/7cNTtjAzhbW7eLhfxbpOc/MBrOP8nz4L2Elk2eXlJbVeufzPtW0ICsVdV8evVL16DSrNPqXhgeU4Fgv6JdXxsEtStVWX0x1bw9k1qqNwLvF/9w1V0HpKMb29qLerJia0h3Uzz0OaPP/a+eb18/ulJcDYQPXD2qMr/VFy+XPc/nhw99Zbr5qMv/R1rFsrsTFxMzJuFalBDSD3PLbVtwgdeKeT+sdukMrnY7E+6m7XodPHsqlzH2vc83yPKs72BZ+5706rJmnaErdXvb7rPDz0lGgHLqpJxwQQ0XKRuVkRQRu8/Ik3og+k+eHtbJdTpD2in4Ht7k6tO+HR4kH6dGAog2ZSZKmUde8q+2abrKWhyIEGpoTjxB6uyFO6uYem6vXMIEsgNIEql7Vsgauc7SM8eY6u0U7jbptvdraE184oA8XhR56KFEI+C+tEhHVgIGiIthBNgc4RwqJX0cEodwS2tLAJcADAAtYlgrkDcAopGY9oNFY8XF9eZhaHWKs7g/Qw+OyefngPEq2+u9YN9tLqrhx7OsgwXYDgGRg46Aag8YJrgo4NBKQWEeu/RIUtzIzRfXbU/fWD+LQXrio/+CeWZuC11cOT/bsFdi32zhZGFHmkpGCghEEKWBB+odQ7titshyLMcs0piIHFkNw3bcRz0jFRroSCWGgGIAUREaw2IBlIDADTpY2fUp4VGONxn+6N6q5d3eVFzgzc7jVzHwZVMViWaphTVdhAK7m4W+KufnP3FT+1X70plNB8WaOgFBiU9B2IuK2I1AHU7OuPNxcUymBknuG92K+0alufHO0GHhrloTQhlBjXS5So7fTzU58M//OubbgmAl3ID7FrTq0eZ2uEs7wAdRPDkQNOxnn0N4FH/Rc4P5f+fqP/4tXTN8jOx137ebO+OPyd8xHWZN31mFVlZZHeJYoNACy1pIAkyAwnQQIAEARprJo00lAYChFa3miLYzWKTTZFMMqsqq/LmtXFv3PARx5+z/f72581rNSg1tP6KhfX8nvXbPvCKzRY4ACQATGsQ2nbO6J4H1qaFHTe9Snyvbvdb1f54EvoYeGVtHUzClEebRGcrNXKcupFA617bLk2Zz7dMCanEzyadLGJnhrpD+FUJgEPrErQIqiFwUBNfLruOo7TYqgns5qQh8jdvExpFruwURK+Lxc320cMQxcBw7UaQhaZoCA9Vsj1n0FO+T7lugo6bF9CvuAHozw7Jq7I5jU0LqNdfXv/o4/0WJvGCi23Z2fEWCmwWWZ3nYW9gHY8QoYUUTdnQtZIlnEuzYaKgVMNg/TaXgwonmd0AwJJ8U7Rb5kIVtUEvLhLssScf7j2pgu+2Srnq+nnaXeISclFUPY7TFX+pF6/Btxk+ut56Px+2vbZz04gLxEUI/NEo8Lt3KV9fwNkyXdQJi+t0E1kEp1g7BRB/ON99FFShAVP64c8+7g478Yrdb2GR5KsZfx31/4wPL36TSrK66IjeMBwNB01cMoXzMqlIU8R1Q9DOyFwXcrfXValx545/+Xp2Oa3DfidZ53t7IbQ8FLgYGbLdNhXYfNnUHlSuukii4SSo365lkmIgBWtqlufLep7qJ5/ugyB6/W766rVWAvAY7HWgi+r3V2nY6RuRJS17+eyykqSBDYElL6lJGnMo7YuyUFJIAIHx8NHR9hyb/UmdLJjtgjqn22rY8bablTVpWVZZr0oAbVdbfa21UQ5bbJXpbCNNEeuu5bfdMpV2I4deYxghRaZAou9Jw7ZTqOHEqbd6YrLNda1NoJGAEPAMhBp4h4EQGOVMSOvyKnPzxHIgy6HgAAp0d18IaJ1fxJ/0wcD2trOMQdz1zfkKPjnU0gB3XMAoymylgZXzmgoWBDZmTkZoJ7Q6Zr2ZodExpY340x/Iz8+QCw2o9dspQZ7Ot00QypwDaoJ6A0qme77MGl0WotPSBTAcE3T6qlY6lRwg0EgMq8bBUFHIICBIN0BrBbkADAIJgVaA9Nqh4YIAyESGFy/qt7dTbSQKltolNjJFVkZxxJuqS4SZyv4YuIEZAN+rHSfTSIHr1xnGiAHdarnxStYVaLm859kwhyLEVbwIIP7wHiiI+jdPt9Ld2zXBjOGCUWr6bSoL1NlsDfYqZ02jANhocHAXOAjUr4fv0722tfuk+eJOKL4UemSCP7xAvOXcznJjt3UWEQWh7Tu2KNykqIklZK1aFGmZTpPDnxws+qKJ11UJxZsv3ZMPJj/vjXbby7/e3kxFvGg6nX4bS8NXeQONOltdbgmve4C2Ow7H8a2F6kTs+uBKIeJqgGxSQ0CkFCUFGpKLPdtZ7rittjtiDbOunwzU4iK2KVARGh/1iK2rmPkBqEohQ9FzWS9fdkfePz3VWyE/2PWaFB+PzQODL1/PHb/JtRDKev/t/NM7ro2MOoLSxvtPvL96tjbGrc06wx2HYxyk9fWiHH/UX1+WnRaM0FY0Wh31+VLmcdn70F0trvnlZnJ4ko/bOsiunl/fOXH/5tUqpHr5NPv6GzT8+V2iZv4Ne3eKqUAc9J1SZK7VH66RKIN42xF26z5ojbOplsJos0BX6XL5dbbQpvqRHUzGQ/fowda6ePO52c6BT2dTJEeEVLEz10QF6ca488Fg827aN4GsB7dFp7OPJ1DcfHf1kz8b/fUftpnnOf3AeldZoFiklm5YzLBGvufaGMGOhoHhGJZ5fZY0qI7miVBCClYydNAOcgmSi8icifCDcf9Hd56fJ7Cpsps3T5n+1UfO9LqpropqyX1ALa0/+pHd7YH065ubgqMSFDkwS6CutYK5c2jwvMpxVi+2FCZMOWmpbJ5J0h6MW2Ne6V+NFnOvEEPRUcOfTb7+m6x1TLoN39R8hWG4688+j/Z/0L6sIWnMsNXReYmK8nbJtGCOBbxaKgV4Jk+zzMLkHzw20tvGBsbjfmAqOMPpCxPsu1YpVPWsuNcSdtDwGggmnRYwfRAq6gKxuIoNn3Y9786wMerY3+OLNfh+U+wc0zdf1Lffw59+qO/vqNepGQjpSMvvEJPXH+8arYAfDpHW7jXs4egWCdVHuW+IeSUaJTNoS9sobJAt66F2ozqerfWOrTxHfvm+GXT8WYZaPf88yjAEugCbFfjoGCQzvZZkt4083z7Y95Y3ZbSRcSYFFC1faIQrAQDEZSPqBmCktYQYQANrAwCpgQYA/p//1/9LZvDNNkmzLBViRkHbLxHGVSE2GTaSmC5Xu2OWbuUkpLBq3l7jN2tgWvjv3RsKraNoGmjVwHDsaWG3ezsdprT2W7ZjLq9PbZ0eDvvGwc5f3Mj587W7s4Oc7e1typPrnKkiJ8vb7eEHx5UWzYqx6fnhh7uud5MpfXoxwnP0J0brIbneGeZ/WCPeQq/o0YZXO2Z1tXabptc4FWk2Fio3WeZ2Kc2Ai33iq+scqZq1j/akIo2EDbFNb3Dc74l5c+doJ91+f5lc9GISc6VobRo53grOOqBatz0lOyS5iDJsdx2buurKNCFOdQLMqNEtmpTN8QTIBDg53jijOx/1N1fXro9paNlbsT9yosY4+FH/7d9cfDDwNhkoUum5YmgWdSkPnfEXayXdsD90eSl7kNBl9SDAjcH/s9vGCcHDEeCFLiJCm6JG8ob2RweBaaOX5znt9gwbFaLx3VaX0GBIb5G9FcqlWFVCRFmV5CJL47p0XdIKXaMUhZIgESknAyf76uXVqDXYC0cOstnDMnnO1ZyqDVdKmyw79lojtTV8llgYlap9r2eZ/RvIKmIrzgHiy2v+/qZJus3xwAuGD1fc7N9pNt9/QW+/jzuDm/MCrjK31/G7vtom4Q8PzHRle/5N3Bs82uuijUap2O3p57yHs2dE90znXter8+t0BqpKe05dVNCaDPVSqQAhKUwfFdPSdfDx/pggMl9vtYTE9ZRld8Zti3aarqkr/tn12qyRDUs1Xb+MkU83khc2RWwqFtPZT//Hj42tWPtrz5kX/+XF9YUvVCPzqu3pxPV74WDWdapEtUC+0TYXElbsqNUPvI5jidyVGwq9jIoBu2yAsT8iO3b5TGzj+r4W0eym6dpFwVhct/udESKgSNeX6+vF1g1JC4iOhRRkzTa/rhQm9B89apuWTMryoGt4SKxxwQpjI7DXBR89aJ7k6uwp+GJmJqz5pAXADqVa97ooTjB1QtLdrbdbEZUU1WaGX8bVgVe/T4IB4QUwaQE1FrseHneMkKi9Yctpm7oDhLYsjXJvkJ5/pTazptI1BtQBoQe2BdKGvyFez3FhWVyuI9+oROY5betalp1AvErMLMawaeYJt12xa4HbCmAHd5TpIMvxTVTXWaMKYKSFNjnvewYHhDhoXaq6rDBFQkqIsJYoZzqXqlKaaU22vCqLTaZZDblvy9AyiWUvCpwntb+uaFV6HR/i3LWZkuDsWv/VLBUAAA6ev8+/S+hDv7os9EGAQ85JxenQ//Su/dcv1uOPujzyurZXDY5u3oJFVuiBj0k6z2vhqIbb27QGJbZbLUgLO5pvWUhh136tmNCmC3qQH7p7hjSjxrvaotKtZpmJ0hyRqlRby4iALgCFlhQZp37f6WAYEwi7YhuayrZIacdJamCgWm2j1Duu7wZm88Bvn26Wlk2ubBixoZNtWTVIkJT7oqRYA4y3VbGtDNBxEKiK65TdPQnmidoVqgmsjYLKEKbT1vNkYOlGLmitOgSFvj/oWSVlqBVQ0ZCzaWhSpXBZRiwwqyqyVON6uzfG/Q2b2iSeRnG/HQ49ZA9MC4aXVfXLQ9dK4uW8qDPRpKjGLLGd0KNpTgHS35+e3zvuyFlqTaybi1t05+gWgOTF6w3Ex/f3h7v7psmf+dP4q2WeJ1mM86vIaJnrTV4ZhqxRnqQyKdhYTKtrU/vGtUdSlVo6wRvQ5BTWsClSRPocD1206nSnNc4NkmTrpkoW9dAw9eEe6v50wN/E2TZys7f9D/+7dwId0+3Rw+jV+w3liGkUV3l5nVt13d3CbZVV+Y1rP4jKYPXNa+8XAycC84SGv3p8J1u//fNX43/wyC1hsWk63VYNlPGwLRPWn9jEc9fvF1ApyRuoWhoH2yKplMQ5qjFyKY4WVcuulUTvvn2Tx8kZloM7u7KsCKuXm5QQnqYN4YSoLMryYYFYvs3VtddB5kzeJFACcJaAB+2u9DQrp0xRtq1t3mCZU88GZZ4bKGOmrpVDsYOTV4kIide4RnkWWb3Bnfs99uczb3TAjCxI2CJxdSUSF3SRYqn0OybfLgoBnhyNiEtKUTwZwjZFjtYhxT0fbnjlWhK5uEtbg5oFHvk7/XpbgckYPFyotzWoESRrDRy5LYRvUxpwj5bKV6kA5TS+vkI7R36UcslETblSWCrQVoJl4hVnP3rQyVuHGfYaxpoqwLSRWdm3IDD1moN0Bfo2XFxpBhRECTFYPVaVxqaGsCBc2XECgWbPU4SoWizkeGTDQhVA3FbENBDiCAmWYTNbN21T1hDlNbVlZWEMFNDENJQMMTcchKDGBtmWGmhNEaAaCgi01kRBnm/S2gtNx0YBx9Q4X+XxtHSpMnDWH0CbmNtN5WD4+1PwblYHEEQadCHdON4vzHKaojBASSXeG/Cwbx30wZvc2NmvLZy6+/dEzb9/Xt28jIJP2zmkFkyODjvvfnfF5xXfCdtawaba+7P+EPlf/l+uT7X1pea+7Xm8HNzpXhRmWuFW1TebVc0aIXiiMNfkUqJdAm7SyCXjddoYTtAx/NtZNezRotSloGAb8YqToyGxO4bK4/h2XTq4a4yuL5MCUdfYCcd6szI3rK+ceyC/AuqMpHsH5gqMinXTmtSqZECBXQgW5401ctl2iz8M3GvaD41tHkpbdSbIT+OJKUYj9K6u+gC8h7CNN0kcrIlwRt1vn1+bMvUY3T+wdtq99/Mu7NjhkjKqvF+EZQZWmzLANRr0QeipOF5Hrt8xoIW9FoeY922Ee52bWoI8a5uuxsY20a6uG0m32+S7fx+vpQ2G/ky2fsSNw47v385WWvTH5vv364NPj+pVNr+IHxwaLq5fXcR7k2HcJNcXRTc02am8Y3uc1DfJZtc1AqCqYPMypkfYX8TUdjLYGT69OLWaFFAauWabDuu94Y933PUgz8rZ9b9UnevtxcWUXV4EP+N00IBVY/vCR2qathJVkG23JJb9Jv2jw+V1dH2ba2IfVRdXyUq925AhM5v2OLw/HFyydJXoo8FOywQbJ2Jo6OGk5MMerYRhulbLC5rt/PR8hRztkZbLGwSoh4wGcuVxNLAO/95D+U8/W/z2zeCXY/5FVNY1ow3Ky+WsfPxTEwy3DGPjPduE3YxNYYeMHXJ+pkMYmEPzmrA6Y1aeXAPqauURJItGkZWIt9DpKm5UJq2RGitjYaj6iyv64KD1oDd9nv7kbu+tvZ3eVMg1SLUki2U2vidbmUtYy3OuC8NC4sCj7UC+p4Gzjv/uEf4+hQUrHg6bZK3iFIz7QKKmj0AvRLcZ/JfX+q4DDh5w9gYsKggtaLqamqCsZbkqu/5Cc1ArrhDsP8CzLUOeZycFU75UuCozZBgkCE4+7AQH7TglDavrZWbXKrdLCecVL/q1q01t0BonqmEgocAAsNsyvn626g/cMETryAZQpIo+Ovau1jRdFt1Bu+vBYRd8+T1baJPE9W7XS01VNGo3kMCRpjBbAMQ5iJdJ2DVdB2mKsRANhzVAPlK2DesCQgwIBFQBrQAxayts7Q67ZmWUOtNvX1cIVxNaN2XuH1Gb1fksNUH55qLuGlbHQn2q/6tMP94LCAZlYzGDjYjKPeO0Mmiq3y2r425sj4N/S8P4375j2hU2KX/YJ7vmsICc4dnNNnMM46Dt1WURN7oS8C+if78pNrlv0UyQAgCzfzx+dyEQQQnqCuQfBQhv0zUogbtVplaKLjizDNDJtjWux8xeTzk2kkb1HOniFHLqprIxallvc7LX7//6eGzsrwpKlI1cG1bbJIrDX7XI0/7+Yh4CtgIR+6X9fh2z/qMyKTswsfr49nJ7dwJmVxbruLNZfPx2U5uoDfVui6QBansmSDFuW1ddh/3uUnz8QSK2rmfP31Qdt0zWFTHFwGs/PvTfznS0VEWRnfTP2tYi1kVrKuRo0qWmzuXLedkY1vZd/mkP/E1mDlRVZCKkbrpuoqu5cTwxjvfpotlO87iOKsuyLVImTd5u0PEDhD/KZ2+ff/as2bWoJaaNt3yfGt3Dm9dbH4if/mI4SlEnXajB5NVF6hqm4fsSpiY10mITi7iLZdsmoXTbPnyT6vNNdW+XUoPHNX84Qn/++aZqpgA9I6N7aPK/AGVnez/G7y+OAzzI3q9lpJdXscHUXqQHBLxmjRdar5BT9s8TS3fMFmcXWXXWQALlyet3L99PLU6yC/z6s5vBj+/9m3/+4u/8b375+t3XZ//vf/3z/8OPHYOpuZwTkRVpleNQA2yiKmX1NoWAg8bIea0NUZeQMUIb8/rqIpkn8jSO9rs4idXV7TljKMu1josKjHf8HVtO/7IuDbVjOOt3omZWlvPiuqwgRf3JW3pAsIjbw2ZxEaarxlcKCJqDtXIYEU1VtiCvBLFCi9GMGNb9ARRUjz5bfOSOhFXslnKx19nmLnBSuYV8urGz8ocPPSvZbnawjxwjqvb6tGUZ18gqh34YopJBc9A+aKBzQM161WkHZ1dNOk9fTfG8UN4EIuzQgfpkV77ZssYBGYSmRrtjPuTJloVl6ZQtN1tWNkU1DXkntOoMOK6575i2sRsMOpi+n3cVAnUTs+nSzFMmN9JNz1Ljg2v0CCD0kFu+qrbwIiMR9NdzdK9vp9pcLgXsDtuhUd6Wud46kk07E7iMHa0grrrHsDPAF69JlSMD8MCt2kgMAryMTFqUx6AwxurVmlugFlrnkGLMHQMIBaVEChCMoAGU0hoiSKxWRyqumxXbVjcL1XeIbFQG+eEdv66aJFcGBTcby+k4XpHzE+t8wYMM+BrmuRi3iJACQbslQI2M0xRV3y3fd5BxibemQLLuHLpo6JycDM4vokQ3QdtuNEJ4DWaxp+meS97TVn3UC2fv1yaTqIYIEdd5PTUMixdZDJxW2IEl8veYr8uqbmpmGtRx2YpjB6eVZfLaQYLrdBfiJi5MwpGBNkWDPYg7dsABqNeLLwSX24MPTmJicd8xbL3TqWdfnPKo8xp0EmCu0JtHdHm1ZY6yVUsyx0fMKIi+9Up/x6zzRB9YSVFipuY3oDvIDARC0CSM356nnYv6OtPmi5SD+vNpuTFAG2rZgNbOOLecZX9kiUTJdD8AZjNFDsMYI6919VwA3xQKuD/sOao5+nHnzd+sAsMoYlFyUG9q74TeuTuerkR5VhTECyoO48wgHJgd7jKXv6+/OlXFNfqhU9Wry+siGO4MLDyvRPH+YjJpTTzQKup4bYtkYsrtk4HFILuum+tt4+D5lcZdG4BcakmFDDwD9PqBasQaobiqG5iarAzuevJNj6utOb6zAcjLN/Fff9U+f9X3nRq0rCLKDdEOaHol/R1kt4wwqVIbb7b650H89F1eBPSzziP07m3HZ18V63ljW6LqLqNoeh2su8Wb+W9NO/7+ZbxJipv1iDYC1M//sB0Wqqg6wGTmyQ5yzUbIghdVXCiFzMzqd4m5Z7meaqJmWs7z5Db1BqiKHhF1ActZVROZ+4lwdmDqhC3HFsviN08XXkiI7pQ8EwaVTMUGAsxyVrVhWq0n9+Nbv3nzDhBgmYbDgamdwy7BJwcWdWStoVPYFNpeHT2bUq+73VxsTQcA7W9g8w6E7gD2mVHWZtJ8AnSUp52u8bGDTs2wY9ZOlrUHXrwoTxy0hjCr5dgrs9Rdr2U8rP7ds+zw0/ZqWrnj5gYhDL3hBG3tHDPetXQfakjB7VTUiDywobSdldN5MgQaNM8vJe2aVUW54btSJcqYeOFt3jgTWm3Soki2ZW1uEsEaZGQLGZql/AjKdsy3bbDkuioRq2VRCAzY/knXGo4FRu1AHe3R65v1DkUXMW91cEuk3Ra8zvDly3SZWR6X+27lUgEU2Ezl8zWM57rP4b6FQttKc2UZSGittNIQQAMCDaEGGGgCgYkh0pBsOceyVEnVpGLSkUWWlKEX9rvpPKK6sXx8u64C3+wIOI2tm6XQAP137jnYkAXDwLAIEmbLqploQcxBeNlUl7HAWTPyZbvlbw86eNyNttp3nFqx5R9uC8PYC+ngo8n3V+rsu2gFyk/mN+bjcmaaxSmyDEtybDSpLuXEMid3gdVKLV4FJcTYrNImrOt52SqUM6xlyYTtIskrR2Fkun1ZF02tHahCU2GiphWtGtFp3f31JPBbIxA8/e27ziPHVT6xk0//JFxZ+//mN3pfrJlZfnHGJhDgxTVq9ZzhaP08D46DmNQ9iexViSwIDaAJAlzzBLiIe5hnAuCUdUf2tGkmRmnDplk1J/d3VW1/eqz13uS2Rd9VQVgZLnCnQhuE+ofYrlDO7FaXAMeSYQ/6Q7yev3zWHPzovtxkwDNvNXIxiXP0u6+N4VgRXx1Z9fVNhowKKaIYPn36Nma3CFG3/bv8tGfabUsmSBpWlWt/eWTr5O3m/ifDah1vqnJgjawic5ReFNtJ0KLtI1LMkWXRLZ5LTt3B9raAb9f82FzGQOS5h5J+z3uZ0uW5bD86MPsflsEojL+XLJlvr70Sfvm+GR/JiLF1f4AlGze4+Rw6wu/mxQWS1o9CS28skwKdMjEHjEW8cuZIxY3RQs58CyAkdRqLzHj77ub91ccH7uK35c6Rvb24mF7Or1JIfX3iNavTqrcjA+IzHHh+YWitCYEmzupGg+J6kZGqXH35MnuDvWBg9IYWALpUvC53JkC5SVPKZjqfCrp3ZJ2+2IAC74f2FQSOZTC8ZeDMuuMVsayfb8ThZPcH4PZmYzL3MGj9gx8MHvjrt1aRGrpj+i/PVTIrGG1kYseOXr0+Q71W2QBDDv1Ts9+znzw+LLIL/6J+4tD44WSum67LxYla3dS9AKSKlkgWUiLeGFatuDp7y79do14t7h+1phlttcuOkgGDJEemjy6muLXTMVUlWHOZ6QePzRZ1Hpv+Ae1/Oe22POevXm2YlZUQbWPcJsKOstbhjmFaOgh4AUTCWJps40pE4o7b6wzaDpEgWVzVfDMDwgTAANhsbNzoFsa9FjNJmbEO4mdvN1dR9eAO84bux5bGsGm54LtXzVSTYOgfu1QKcFGqMYRlqR+27BLSpAVFIwOPeLWFkOBaCK0hggJqBCFAEEGtISAQAA2QhsTRFWM1h7jj+zeX686w1e23iiKHKJtFBYbUD+ihK+c3Fej6B3mhoKoNUnF1eOBvOekN6DrXCEDDrHb6Flhadw8Hdc9mEnuDruXarNA4T+t1KQRDh2E/TqNF+i6O7rQt66A9qnA7jeYQFWWqqnrSbU/Xha5jq3Uw2Jkcf2Dn62tdK3cneHKnm3y5fP0uTUFJQNX1rKypeaO6SLcgkkXuY0I64bv1ghBft1sodIMRKzBPrhabmy14dPfRKNhIANZXwN/MFrO/urrS3R9tdu4fai7ev8yhOeWqObHUVnccj8htH4MVy4hLLA/bTLNS51JJDSpKcmEsueFnXB2EDC5QSEPDfXMW3bnTrt+mIcELLjZv9fms7jvar7BGaNA6roF0WtjF2NgNsox02h26SW+v0gzJ1bs1YmWPWVtNm6ppdZ1PHxtNufrDSptKqLixaqqE+MkfG//y6UwL4HW6jmWym4ttuMpORjth1pxv2fvlyrDSBMpre3cPjI5reTq9sdUmrbttexf5F+9KEw0/9YLXRYRgtrgtH3rDVVrA6yuTWFBsV8BbndHdYw72I7YUm7dXgfPNqdmdULJvIds5JGG4vHj7e7XZ/YdHZ8VNyOV6jVINCIaLomw9wt/fVPSPvVBwf3Z1+fHd7XeXZH9cN+dRboHFjdQ6BhVol/ziWSj49FShc3Bh97rtZTGbi75zt0XfXFanby/ubKpffvq4A0xei5KQTssFnMVzJHtGWIMstXPNwZoV8eU/uZzJxw+VLiDi0UqhW5WYnE50RdzLFYQ8yCF8NVsefnLoUHTJ1s32Yit70G7xoDav3i1y0NX4x13yMz/FT9ff1Ou9QzjZH1Ur+4/uhVnfvF2It+ty+xU/KovTy+3q4G7Miv/pR6HPxUPDDnaGMwAKQ1hjN7xeLLTR2S42GZNjv/p2fXAgVgU4mNDffq7M+/Z1WQ6fSMzT0bhVn9WWlXlCGwDYRbFNSeB1Ksuv4k0CyXTghqQ5e8nQWH15pv7oh87x3mBZmunq9Mv35X5Iy0q4457RGUhoGj756vezA5DmVVTcrh/vHuTe/j9v35nwz3dH6R/i6pgCKwMuA9gAVgsYvTCpvOZaGV3+gqlD3xJJ9s+/Jj/qU0dVdr+iNvMOyZBb15vyNoU9zzY7uMZ434XvZ6rdLhkm/SHhEDYbhnLGBFAEYCCRBIpjBAEACkEIgIYQYg2I4eCrBe8P++U21w/GtEM30dqo8lxY0KIwYQcjax6XUyUmRgmH9tWtOtnzptME2gTyiklItLbD4LJuuGBBz1gpbFekN2oZLjE1i7K6YKwSdZnzZpWMB5b96G51vpW386tV/agnnifV5dvGM2EKQFnKso5daHoIKyK/+stbP810OdzZnf3CZ9/tVNlCoTTeAAQteofYFzETUrRl+d47Tr389Xxpjw71auMVvKxk0zP8sOWBMRlCjNAivgpY3xWApYDHZt9yry/+0pYfrhV/aLjXceGbqMWjDDgW8i7Z4Pik5a6uDNsCjbQdmaTpwYmf5XSdxHNfy6qGDijM9f4RtBQLiDsYSxFfd2h48d69jEbP4tIAvNpGniWFJpeZsG0w6ODSgNQmXr/PIW6US9rjXrl+l6Yyg5uKjVuq+2S/se04rYrUbldKmhuzAVGG7nzUz+fMDPaN7W2xndeNY+Kq5vuHrCPm0+11ZSAHdbof/dmkcz67OOMrvXVqp+54na6xjuSBA/+hPXhfue/TXNOGW/SmvKAi7GN6k5/5EJ4T0yPYMx0NKsPs1Tkbe9Yyyv7umPOtQJL/nj+1tb2SM70zEBO+WVxxBZQD00SCuiIN8L+Nw0L2eXwTm4MHbcZi98TVj6hKunrXWn3PbZE720yuasxBCoB7Z1JcyUdBcFkPSvW2VzUrk+DItAHhJc6CXi90CiA6VfntNDcVc8z6ps7ufDS+/q9fkMDEsq5zyCgi95501DZ6rrhJIW1pqFMKoI2LrRJ5gQBBnp9WuTl2dYz9Wsq4ZkktTB+AhsA8gOLxHbK4WDhc7e63iixRbxfdSS95xyfD1m6V/Pgh/BfnSTOtmgZU1WzXDPbvoF9Rtplu+7a+ey/+apF0MgPXzZKbkEBLkc20cm1QKfXuCrxLmxsOrFX++CFYNEB2CMkB1cI2tTKByHihQckNjiRouMxFDD33+P7pi7OPQXr99PqTH3gZ27x8V/oaFqL5swf02RUYBEG75ZgmhcjtirWXR5qUXSxjCG5v0s9tNC3ff5VcP9blR4YVkqZDMBQaUMmVm2btDXEaFdtvX5imWyL9qZ3FFlCwujN0poF6noLGkaqULRu6GS21DXidb0FkgHt9MC2kT1RceUqxuigdB1UUCSiQ4goSKIAABGhMIIAQIAAUAMRWZOS4VElk0JGPNlIRXSOVy4Z0qHdyRN6fbpeMWqF7fyyfvs4PDtys5oOWOc0wdWhSKN0JaGC2S6syFW6065lO6IMWJoJPK42kohwwE6tlGkCWFiIW1Nkmh7tgU0nQIr5r/x3L/ZuLKAXVNkoBJBA2JhCL1euIuCyKHqDB+Zvke5lKAioLuynwHXy7LHqTILFQVYZtItZ54Y0MABEVGd9pMc083DScbS7i3qG2JgeWy4cft6qLWMWFKldrJNNNA4pKbS5inb6UfTMNj5wsel4y43uGOkO6F190u04VhkXMK8gb07EMS8P1pt8DwYl+XJWTHxlkvHVr3M9Mq8pHgT0um9eRWp+Dm9smNRoSyv1ieZYSaFoebKSycxHoLh1ElaXSUUBsavhBKPOiB1hjI6qqwx8f4xVsCmCxMi9q28gUy8/n6/HEvHh2g3909IOf3P38d8tYG4BxblvtwIBpPF9HDpUlbOe3efL6eaOBM9lxNYMFn21ZnTWfTqyzt0WsqyGgFdDnAHhOuxHra3Tb3G1fnEElAJB1EJq9Hqst6nIicRGt4krVT8vc5nzL0lzqDCACFK1jokhogcQCa2ADza4EIVBEKdQ1FGstSlu8II5ZcF96Z7K3E1wEFfT2ec8aHaH2XnBxdkGWqNVu9uWyStzZ3JI3Ix3yTsv98BG8fMcyZaG4Cj+6k75+8+KbK4hhMzGuXl8FHTdt+8cHgzDl79KbltPrf/orelx1Ehm/ALXbJY35uookh7s/O0nyZRwRR1QDUxpFHl5WjCMBzCVyIUO6FNpgPSf/eAits/c3K6g9Z5nLODZHLXzz7cwaeVHETMk/cvCvB/O/8B88fMXu3hntj8uTg9O981vD1u+Y3UNJYIl4Xnm2k6RlLVmnQ85OheOA6StQKGhD8PEdeJppgLwh1OUac9LQsJAO2PYAzl02A0FT4EbH2yy3W8i2PKybTWnb9eEOnG5vbzepk9l3jieHbfXt23zstg0baU1wnVsESIkeT8SLbdOFKAxhXZqDnvj67CsA0ucA9K1W6bqBzgVj0MUbHGyZTqKGZpzVUsqsVrqQ+GOts0MmRxb3ib/LsxwUs6ZoQKJRm7BD15gCmtfseYpc2CQNxkbNCQEhKFEtNJQScgQ01loKBRECGNL/37M8BCFpYaO1Y6xB7Q6AEHz+akpEEknhfLQLNmh6m3DbOtBN32a/+17t7rQ+2WN//TTNbTradbZz0g3x6UX6ojR/uj+JzlbdH+/1Ao+07D1Pn+cSMlbl5TJWQVVgzyB3hva2AtepA/WAgKYWi3mBqrKx99pIzAZKZSmodKmpzptZuqVU+Np3ffzZpjm5AGYPwEbCtp9ZlkTiZsZPPtz5+rr97c5dfvZ8mmwgxDJp2DbitpntPHYcY/+OPPjR5PIPevZmOdqnASN+Oq8IEMSqN5cQACYYFnzDp7WUwBklm+LeB/jVt9HhT/XF66n89PA6Nanjg+Wq75oeKFJBYSFmb2sJtb5segswVYoYSZHCq1sR/NkgGQ4vZ2XRLbztNpxub4kCXJnWUvtmygeWI0JqZxtQl7ZYV8ySjm2YtZFZ7vVVgSve+uMuSqaoETYtVQ9sXoj1Ruz9+P7s+UURuvGbeSTwh7+8vz3jTQqaO63ES9izVeYPstUF2G8FuFK+XlyxSuUqigC2Hv5iWG5t/DY9Pjr4sG3+zVdvMIJHsv1qA2ngFg04T4lWAAA8OjKrbZDudurcNKNi5JlH937+RXQ1YzGo1gAA4rZEAVzTBlHm30hHerenyivznFlBAUrTnjWk0yEFKSvEL4f3putbq1zTbLrWOKfrg/yHGHo3chk1HS4iDJt2HzsyLW5fpdPDUq5Hu78YHQf/t//891RHrbhMvvMb10Jx9I6DvlPNnp7ltVqO23s5lHkYp5ePjj8pu3tn528eD3rjyPylhi+i/BSZgdfaXBXoL1ddBamEmlXuFjzaQee3KYPU+aRTfIMMwzkGN0s17w4xqcE20pXAccqfrfI/udM/vwWPj+1tRWSUdB92N5k4GJj/u93sr9De1Wz14BeriYxuSqTMsoqimxy1fDAD9JFPjYsKDQGwUWiA2AKVBXyiqxiYd4O22biM5JloEl0eYVOBWwNcGYFpdV2R9bLCScrr48q1A90PoneR37XJyP/q+9TrNt6BI4ntGDzeGg/GQCbVvLZVlgnNoKvjmnccxM+B4RhOo6YgYupFC6QxQD3H22kNylrWhJRlNLa7RWFNt7WqrVyMf3mSvLqoem1wubB+BYUsGoVdSvHgahZXuKHCNNQgLG8q73oGH7TxoMtcW799oaRSjCMCyrYhGg5ko7WFmAExwEJhyZVvA4KhUgACCKAmBePJrHC7PEPNtsm0xUwcDIc4gE1WNcpLaqj3h9YqIQf31chiX76QrZMdAor3Z/XuoJvUbHDX12nBGrH70Z7b7pqIWjZ8fcMWpSYKeCbZoVVeK6uovSvb7jp0x63W038XceLw2kFBz/VV9P4ysYus2zWumAxMYre1vlVaJApV35YRAIKPw4aobAsNy1+mZSpqRkhzyz23ibN60LNubhNqKKyI2e5Q26lvcmmA5VWqONpp7w1PRiAvwdksNc2p1ouaMQSpBklRCqYAtt02OIvXLUu//k6NTAjeZC0t7KhkVSvAXslIeNTVq8Y/NgLHtmu2Rfh1DG6rpkGsGMSUUtNt/eHC5EMRj3m0nQa8yNkaaqmU15RN1mDgc88E9YxT14ZN1XSoA0BTKQPCynEGJ5Rf66RkLctGlWBNDZO0TZHxyUF1nrV5hjXIMCMp+PLLFZSEyo745rpUqRuadJnwFsTn35XC9HcPx8GANsvi7kG5LONvL9Uy4nu7F7P5syu850rBS8HI0AXzeD06vpce/rK0DHD9tChHH/xgr2bCTXiess1g8nBJfoLx74otof4dAxvEWw12XXgJWsd86fzVmRy66pJsUqFKpdqCeCEtMcuVFKPSHE+lrupcMl3aParnKhXvedKBWIJaq1h4oc8X6/yduHUTqx8XfPT83c2KtFSf1yu1xSxf35z9F4vxfpiX82bJ8tp1YfgAo6ROdrv8LwQOR72r+YKrKH6hnpfWq9EnVcHmPIN7bnvLi7fzQR/phg066JJYzwKxzhXs9c++wqDp1jXYqC0ZagcKk5lvC1sZaCFqwwZvVkUBoUVxci5cKk7fLSYDG23S3LHu+uudX/PT6yswMUqLxVo5FKwVSSu4Efx8DgCH6Zx89xYaJp0X/IMHaJuog/022gBHgyUosEXTFCuufWgPl5Dx4NtnEm8FMEHbAiR0Astfvoh5aeMu3gAZ3O8n86j4dl161q6viGMxbja6RmmsqxpyptFmry1zru+TIp2bRy34IW3+n5fLOxQEbT3mhYyX+0PbbPJt4E4LlpeAVPW5Ut9x8Y9fs2MAVAsQV112QOGZoRtW05JnZtfEFSZNU5ZCt706sBSL2G2pugEYTtAm1bXkFGumAANAQosjDLjECCMAXY8CDZXS/21TCiRV3YQ+bKiFAUR5QpHV6w/gAY2+urAbXqjGDehFwfxOJyCa2szaj6e3pWeAH3669+VnqwRK1De83dbyDBzccYJhpwfBs9utocFdT843cL0WgWEoW6rQaUw3TXNVVFIZZr+l7MYgqmsR57LEeSoodBSnQJu01tA4GLQu1wVXrCdhn8IKioQbpbSiGOZANKiplGqqDZZ5agbQcgByeeg067rvmk2jDya507UUPQhc1FLbahYhXvJqvjGQP2rd/vUrBWWlAOTSBKawcAPo7tBaRFWtSgvjaWzsAUBvCpeyrs1zxaDHLp9lBycQZFzakABw2OuIFPrj9XwXbshodzHJgfc+LfW+4QBuJCWt8pRLpSTAQX8YZJara+aP8KpsQg9ElVPyVjiyOIR5FF9Ok+OkTL7+rnc4oQNP38huKbu+vr6dd7reIgnGpl0BpQMT3DINMw62B7teQ0bzq7TXtX/ypP+HF/FgcBiJ1evXX/kWn3xwJ06y1oS0zd51qvoWp2b4OstrqRowc40edR/e/+BO3HvyVhZVdpEL8erZqWFikpCxpVrpqi/SVpR+qoNrje7ajfRFJOY31dqoA6Ow+x8+PL96Wyda9lUoA1TghQ3bpUSGQmkFNxeI9+tILyruDKRNdCEjz8kjHsJaQMFFE6bzqhZVumSmuxZ+4Nh4drnRCIHA5by0zJKWRraBOMttIF1AufZWryV6UsXFGpEkqp9DmDUxy6p2RGksTeKWmqV35Bau80gok6OVjWb9ndlls5Se0oK8C8EKgnFgqCIucK8FoQvmN6iAdlJWe5QgJEaumFb2P/uOPQzMq6T5qK2KM2y1LEnEbnv22cvkhz8AX39e9zsIKVAz0BiiLoFZg9dr5phoWcu4AQd98y6gHw68paGmSxjpCu2qjLMTbECNIqmM2v2xY/7m8/yP9/t/foXSVueHJ1kM/fmtgks46mJQF163rObzqiS+YyclzHPVA7obGAVJoc6utwksICK8nDVW2+xF2LT8RUZ3j9jfPSEb5hGafnat/ve/gPnZSvt6I8xcg5Q1yuQPguov54Jxabmg8oFt8HhCOKTLRdy2YKJ1wSqElG0gLlW14gID3zCIpbJCaAAYhhwqTpEUsJEUK4i11hICDAACaS4cEyMM4d+uMgAQJQUXkiXE0ETCVneINSWLr/Piqtp90HmbGwGA4dgc9O3zt7fPXtb37gW9TmMZ5Gwhmj2zb2HI3fO364Mf3ms/nBTX+Yvr3DgK9yy6jAtWsR5Vi9lcZbXd7cCueHDPXc7kzff54sWldIO6Znhohgdhcp0zqiBQNi633LOpv2Pxy2Wyh+mHkn64o40x/P0tT6gRKbOUolaoAg7QGuvGhTVmnGAiCnKyb19ebgy/P7g33CacZEYJzUhhM450XQbAtkP7i3//gkDlApJDDqghXX84xJL5cVbKqvmJZX5dNAKIDMB2ATo78vnb1Ue7ZPPtax8rVbpcmdVWmMPc1HKvS97j3BuaT6+6r/4NTIv1/cOt/xOiSrJnsqlkeU7CgeVMesVKdkPinXSWb5c5Q1rZUIjWpIlOL9aVe7C7MzlyVBrfPF0TOdoZh+YQmoNgOl10W/7q1arzcFTelq3MdIdh47Tz5eUQNGdnanLHORqa7bstdpP1XV3S5fJi/aN/OLz4y/TF1ykuY8WhIg7F+n1a9dH2qOfGCYtI2n64ayUfQLu9+v/8s6NPdl7SDp6/26oCAOfup0O8EZfvBIH5H431aSoXefRFJusamn0/W8uWXXsHoLi8wB980r28J4tZgcrBhK1fF37LYkCWOXbme3iltJjbu5juSd0FkxyUM0b4RmWKA4D71rwynABZeU7sBuymW7YAcYPsQFECBDK12w3MaZop4tY8M0nughXPiux5u9Ep9NWSW3VEgRBRS8NsOgR6k0dBiN+95fsmRBadomD3gf+S9MEPtbdVcgmMBAHgt5Ylk1fU5/t9LSWY5aoB27sheZrUP97xX26q4xb9yHbbO8Y3r8XLdbmv8r02lVk5m6vKIr9/gT+cKAnB/B1YbYHbJk2kwkCdcXi9BR/cB3tDii0DY/PpRQVC0AgZBB6smiE1wzj/8C54o8BgbcxfbCcWOOmDyZ+OHOJ/++zN6OdtasAKiViLj+94r8427TZ9n4JW1dRRgYciqQCEKFsuq0Dv7eTNAuAE7CNQ5TVtgQqeTeOA1pajDaUaHMn/+X3rOEia+/ZsqR7Y9rs14hS+j/ilYB85YlzX/bBTN8wZWJs4dRxdKlGlTMlmEKhiA9IMDI5QDRXDsM45RHLUQZdblVWA+r5NkZSq5hgKqTGWQGKoNSF1pWwAmQIEagQBABD+H/9H/6v9jhmvyve5a//Q4n5BNiW6nke2snx3elMMbdU+CK7fRAii5ibJfND6o5D/dpZszKrt0aZeI8M8sh8eDCrSDXi1zuqyaFjTAClyoRyBCaSkbBDFFGiRMUkYBiIqUhlBxkpvVI865PdfxsVy4zsuEM2mEZ/s7REXm8pYna13DPtTp0I2/t2iuq6bHNFUN0xJoQkxMLQsiCg17bqpoOREoY4Hke+ginFoDLy2gwm3QRtr7oDTr0+nDHCuTUexiqHAldDCRkUtKgqCtRzzGsU5BWBDYKK1gWDJtWtQv6WDXFgObg1xyuAIau1C1DR2BHY/sP/T5zwiJyC6Z901afp1mEeV3jfh6VY1omxjZNmIo4M9R3rOgaeBEc+TGguMqN92iGe1EGEA0TwB0jz4cExTHlSCuqgH5XyaRBSxs+lgt7PkDPFKxjHkkG3XQa+dpfllxQYH7WAwyOry7fx21OhYDnpODVfT7GR4+Wwmq2p/2KaRShsBHLROE2ESgvXkx/+oVeUts3hjwMXzd6i1P0DOzYvfIqyUJBZCh2DvB0rN4PRrqrvCv9fK/iLWDJDRXh+EFhS27zkK+wMflqvL18rxY25YCuOEzdZFSn056APDhMz/NHkXbgtP1qfm4WQYbsrbV+vbVldPjgbcUavC2q6qTllhwCPRafvrJiDR0gIJcSbKsGV9ldayDQwhKwRMhJiCJgB8Yzqo1VcFA/HMundfXV0euuFZNhsfqs25BPd36s14N+zHtzlVG2tYzS6iA6NrMYPLAgGPgGTPmKs9+Y7g0Oy0EzabJo1CgaP3DGufwn+8QP/9Ize6WH7YhbMUPzIQJHISCuMD52sgO7zxaqAQWEXgqgAFN1DGrACsGzTsK2ijBhpN01ghQH1oSFIVLqvF4bAcYHl2DD5bwf9eT6vPQGqBngD//h083tuZAQcbKE/LxjYdxxqrPMQNUY3J0PWyzBvnyZF9zw2XdTACuYqn2XV0EUnJ4Z6hjyuwISBywJccNr439rzdruzmyZ3Q2p+YF5fZbYSbQe+s5IrDmoubIs+VHiuKDh+Z5XtNtAAlkbDVIZ6JY1HbftXz1FczQDHUClRaYwIV0lECWh6oJZAl0A3Nc9yxTK6hhkBLBSBiGiEgPaIAwAYCCCMMIdkmliMIFJ6x4oeJfD+30+t8/14nt8HN6XaChNsJwtB6k+kM6sGOPxBG/NwwwYTqqlymTQt7PdfxQ+yNxZrNWZqYqFsI2LZwSjJVFaoGadQiqNVpcdMfdtCb64uszElVjz/eTd9B1PLnGvRVNePU5tgjuBGiairXC4AAH06c+TU/Je465VtpKZjXUEhFEQRKC41Mh0PLU2WTw6axZe3sHiOtHcaga3XatssltI2mHc6+ePt2tVa6Nn2PaiVqpkdduVWYOAZCTJE+aphhGFnRB6QCpDSlxNoo4I4H3zW8XOlIgzEHFuGAki2Whg07AgAEZt82UeoBCxj9kV69J49s/Ohx8DvVXBGRVEIqqksxsZv1Ug7NYrnRZsfuYrQu1Gal2gf8qhZ+UGoxCjDi7PVV9qhujJ8ckw2upvFgF5Yvr72BIUet6vfnv74T/rZx99v1pRb+o4eDmzMcSROZ9TznZYOi4PEjvFnVn80bvi6xqDHjXte7TeJBDcnAl3E59Oy41qlykybtB8Grr+crmCpVyncvQOceNmwIlQVgYHGfiKukugSIQn4UmBgpx6hsz1FCa+h2Dw9RZ2BPlzeMoJ393UUt29W6aRw6GBwp85qnq2yL259YpPhm83igbzGaRqCiIkvIsiKdj/uHhwRsSIXai4Y1i4p4zmA4FE7ppJzQmpbgsLLXlaqZoYEOAN9CBxKz1EVoelGJrZyTdskbrZ3wydB6f6Z4F8IG8/DjgM9W3j39brnQimefu5P78nJz39mt5bq0mVumvz4++a/Psg/u0v/0rZT3fE461TqjsAmRYO3BtGzKvPm1j/cwLUjIMC4AX5aOjZVHIxyrk5Z9E+NI6qqppiWCkDKAFRIco04IcqZTTCzAHaoTjOMIdZGEGEgYLBj6yk9e/hFY5PoTGxycAVSCDIOf/xB9vuamW8oKVQUEgcsp65jNbF4c+81n12jgmvOCdetOKIwHe7i8baapVaCe729BJjA0pm6jOEgE6CB8Dqz3WTqiDSC+S9ovn4tX0bbQ1cl4cDTqX+SGX693TRoJyh28VCu+SZya7R5ZSQo3Mv1BV7f7XV4UtwJ0DbAuNfIBgUAqjSAMO1BVSnLgaEQNMtyz5ismhUEgREopqJVgtomAAgACBQACWmtNVkgAzzsE+cRznaJcTMXyfPng486+qm5nOfv7w2xKX/yzZYM73cc+JaW4babP8sk+zm1Ecnrnl4M5a7shTZd5xNnegQfXtazB+vVaWcGjPTteR8vZeu63bSp8JxOuQxr1sw/7/+T/9YftPI829XHHz4s4UuKjgOc2yJbcN8HrYn1ogNFFcUNDjNG3UVFACICo2oEsUl/4wJNSNlCqPiWNYYaBXq/VJinR2SnygtK2hq0Az4tTE7N3s1omsNGNBoGJMGARw4YDQLRx73YF6+jpldXzC45GAQxKq2YDpAqn2rSotpA5LZrhDsA1KBVcxvJ6Do5HPEpAn4D7APy+pIOO/8QPrrwqe/Mb3WxZmit5/GHgZUGPCHiTQQUAn1eKwqS6dH55pP7ifXwvDDVsmqzdxEDiyiU5k4nyhj3sLWbRyYk1jeHGunM8KmixE2aMV5OujgNt+Ha/Np8cF/Hz9yfQvpAduwXGu25TbeJbTUPzoqnfvExbE93+8Umdi8Hf+cWzf/F72eitERaLtYdRU0GmJSFAJouqSeR9rD47V1pRO3z0AZn9O+YgQypSVM1rtegD3mh5LKjp+UnunpyIC0yB8Ee73boAIzv88D96/OUXl0zPizhdVcLIs2KbbRzm9Axzm2rb3woQynYziwyiSLdZ9SK1URZFh50BvmwY9U1PkBEuROC3O7Df6Yx7ybNTPxBeoxF/a8KQA9UGrbZxGzFuON42g13HkTwWWu/X2Tsmx22Tnc4Q1HK51AV3X5pnemh//71v99Xm89Tq77b9qzX45H+y8/l/8fanO8a/nQ7+2Sq/VWnbAVqCzcv4aGi12zteBM+qpcqbn3rSGDlPX4nrG+By1aloxw6Nyjy01rLvNASqiGwrd1sUB476j3fk9+fNu1uQEBBtVdjG/hG0qdYbCbpADgNQiB4i7ZgwOpKO3Dt5tZo2qzVY9x07kvVSrktZO4Ca8Soj48DI82BCUVWAWUZa3Q4v5uOxmTxNzD36j37gFe/4zZtiq9s7ONO2QaSRKrkqm+MQ5y1YlWJboEBXThdaJlgIPwLWP369+mgCuU2+LYy7vv/gZx/pOr7YLq1plKwvk9WGN8AN9NW2fuSaixrdVKi7KR/fMXt2819+BwwEaA6MISgagDSuSoEtgASICu0o3nbxpEMh9OOciKZCuoYIuQaomSBQAQ21BgBCIgPy4vRKj9Tgfuf99Jpr5Z0YZ5kmGbv/yPUBeZUnfnXr339sPumy780yXzo79iyaO7b54M/2XqyA0+36I7QOUreSmxeRyjlznNFJy3Ksq9Ot6WJvbzA2fAuqV6dXg5Y7vZjOz+qOizojJ7DNEjpjrx5qnk0zT+nJkUkyfhYpIOINgaTl2Y0grCi0UcOyyvSuNx575PuycLFpMuWXEklgDe1PPt5/+fxyupnVRWKXxfVmZSKkoBJKYQgCgv222ZR84OmI+4P2+nauwMbgND48ca/PYqKauDZoaHnaNqqyMd0VZ6ECRyHIYlBKICztYAAQeD8HGIFBC2w92oSDL6JNXcQKKiJcjY3eg4+3S/DFuysupSPqDoZlKxA5wZLZqKn/cIVsi2ZaA9lgEpdcSCaz6oDaHNmNsAO36+ot8IyTA1/Hq2rT6FFn4tHZxbR/OFiGgYPrt0vk3DuIYW0O/R8YzU0JJp1enM9/8cvJy4voo3/gK8pQiXGnNKpkMNxxOvjqzWrYabuMLzijAKWCw5vrDe0f7/l3Hz3eMqI0/+1n167nYATTtABKBgglytgx3KO+i1zmWu6/v5XlALd2u9dT2Bkqls2+e6r6w/bluyWumMWrbdGgjo5BJ50lH3aDLxazDrI1cARiAuT+CpSXtVZgd2C/+Px20ut7fl0VTV0yaCuzrTv7QZPTT0P7ZqE8qnqNBGpLwWAJvVvsMFt4FrdSAGvd89XG9EuqMKdGzm8UL/fu54XQd3zRGMNq0dT24yfkaj346dZsXb+rWEr+1edRxq+03qxmeGjoBPylBKALYGHEHXi1bHYa0Lb2NnXxr7LifmZind7xsGk0Y8N5naXXTELReDX0tOl5qCp42Ar3tvXytvOzD/LepLxRwBGkyNDb9yzBwB4aG4fQiJQrFEsaxzTbluiTgaS7xdvt4/3w/Nm+LM1cX0N3++SejiqOWTHPLOTbQd20YOO1venrzahjzs+0bTvLRf2f/devf767SyedeyollfdXf5X+YGz5I9nLqustfF9ZGgkfgKSEvASBg6/i/FVRUgSgj2Pg7oy7dDwsCbVMs9U1Ie/e3m4Di1tFAktwshMoDT48cRhjEqDrjZ3h5sEh+Oo9qE0sYxm2QNwA0zJz1mADdTtwO5VvL8tBL/QN0XNkriFEJqqYQ6HkEEEA/1vIRHZHZOIaogF5tn5+mrU6g4nf6prNy/fG8Z8cXp4tDGE2u2EzaK6fz3Yzk8sctIx8Duxd96tQPLnfia9FlPH8csOlPR62EtLAjPGsKleNBaqraeTZjmkabovUXy2NzuRwJ4hyp9/1s23eMUCFhUtIKs3xUHDLVHkibfPxgBd0fLZJFUBtxg+H4H2ECiYxcgjF03wrhdamOeh5EpBBqBcXG+zoH44DlqVCFZmULtQNVoCDwMAaKUhpsVaujwVTgY9UafTbdSnXaM7XRTAcGW6tPEx5h3qyymyaM2X5tGPDrLEqx2JIm4prnScNDyduelPcRIAAzBoN22arC0SNC+qhlC8SaiwsDjWUUQ4MWwIvlbLtEgLXVaEV6x6Olm/mwYEReMS4WeMwLGbS3QvSuqx8FwKpMm255N3r20lg7O35T78Rjx93ltF61Ha6lmPmshT4/uPWN+/TJ5/uv/nDbfhJK13c9rsES9VtucUmz3JotXuUkFdfnHYCQ1nO/XHy8rpa1oVtQ1hKi5ppsu4e9OM4KhtskLpMtibLIaCFbCaBiyFoG8YA0NAymUKeEHVeTPaHp7e31ebbsn/cXK0St79nlotN4DBWg6rUiGJobAUUNYAgkQpCQogbMS0UKiGVSpE0wCCrEBfpsqSugljHgtdNWct2uyEawKZerpUhiGlwjwMhgQC+1H7ZYJtmohSKqHknVKmQNY1koblIw4F0bGFDstV6sVkF0MPLv3/3MBqF1/O3iyRuB3Su9dWGAQ7+5pnoOMA1BN0Fs0NYDggAXvQFa+m5Scotox1n/yQkNa9rx1pK/jqRU5P9iWO+lDV0dc6BXapU4rMU3HdcqwkrY3h7/p72gVeCNrCH3fDeuKps9XWBX12XA6/oZ9hvk/6Yf41VUpWPLun6NtideYfMqCFJ7k5GneBmOfUtmDGRzoyBY/UtPl03aSGwzQAWDw/w22v71zvhNF6d7KjLBq7W1fkm7+8py8g3eT1VQBrKlxVntCK1NPgEEoRN0bZWFtCbIt0fucwF0oOtIOd8eZq6Pcmp3jsysNorTSVJg2qJIFeQ7ofItlqc8LxxTCk9LAsAzBBLJnGNNEQmQVWpTYvaPocSriI2b1jLpw7CAGoTq7pWBGkNgYZAA6A1JCO3nueNGbplTgrdGzD5YU9//3x7XRujSr19lY0GHv54gqu6N0uzBEpXFOuivz+QI2enS9fTSqSs0rXu2M7WhRsIS20AbeiGY8/xzNYyI8V2ej4tx0Ho2XUlZCMHlLRYQ5EpFYSUQ4hbvu2EPmeNaIoaYyH5kMo7x71/8nrZVdrmyFK6aY9cz8iKVPC8JUEtbOl5i/Xq2XwzbtulZL5jmEhgBQqgLQWIAgADQ0MmiQbQt1nXUKkgoz25qRzcEFrU3h6C23z5DgQeUp4MY3MNV3meVwqMBBr23BtEttRx47himpke1FsR1x/eJfWVXKc9B4Seqy5ToEEty5VMoSFusN2VysNtDBqj9Mwd1ysWcc0M2qZ2Q/g07w19kRXS7dcg1aV8dN9DFSOKBg6vmrJNTJSpopBy30mYevKxt7rR91s72VqTHd90M6dnQePQ07F8G1lY5VFW1bzxOu/f5gaWkpjBSbsumtdfbvt7/rFd/8vPci8kow5x3MOX51NhEBNRIRTOt8i0uhAyJUvOHMDWoraIowXdNQrGjVLngSsxp1MSJDC5WifwqG0WWbZaCR/axGZJhY0sTpqkjGqGAiQyA3kwk7DMoDYx2Yh8DMxrUCAIMCF4VWMqm66Dm6zK57UurZorxUAjbq9rHhd0B5ViJVg5/FU3Pm/UtCcbTNXMBoWPUEQpx5JYJd9kwO2U7q5txZGyqMpsLVyHkiYfHJI3N8k3Zy/m77AF60yB3kHjpuDsUN5xnNkl9H8cBFVaRuZK2L5RwgRWh5349YzQCotqlm02VcEwamlgue6ftaxlUf9NLglwrlNw7Glda8eHw5Y6Xzg8xbJOjzoyOQdAmgw5PAKuiQVAP/hJt+3mtipRSGylMWSDe+UHIfhoGQ2sgXV1fa+TPEMneWLcJInfYWCbLy9xz/Utis835aDrlbVYrkqs2NCnUS2B9t5tyV98F+3v79y/33v61/UHbSpXWVm5WVOkQhkExZopCmpfN5xnDTb61qrRe09MQR1OvE2jq8vroqgWs025pHds2kWoNM1gEALVZJvCk6C4ZKxNgBslPWu5ZZscKKY5AhlXww62fXoZQ0MbJuFSQ8PSTFJY6kEXLeMmE9oyoGkiAAFCUAIIIdAaaKDJpEsZ8rnTevdVPG5Z3UDXRfHNTW49Ci7OZ80mgxantpcatWWCqhY8cItt7oxw5yfjlcnMdZ6uandYQYBCyh2gi6Ksei3U9Tup2p6vWggzyzruBpZFRGvAlrltCq11XDmWAQ2LdMwynRemkqavNKjCuyOR8toEt6cLi+MT0oJc52Z798iW1zcozUMBTKdXqMTCOF3eIsWGkH6yc2w5bqeqPgnCL+MlkEAiACXwfZxWemKJKaCTfTe9LT0PlttC52KwM0wlRxbDgfTbSPliexsdESzCdtjkGwysvdHbc903gR+abFtsuSi4VhJgiNyW/4rFLVoBZdqqY4tNCrnRqAZo2eTU8ZHrat7tq2xsQWiDwz8+vHi+VFGEbbl12bHnRNflD34QRFcRXxagIosXV0c/v+N5hpxtQ3eguAxMkwiHI5MSZNqu1bNumjzs4lAGRQZIZXz4kT/bsvuPJ69e1+HRCYOw764KAAAiokGr7y8/+eCuUJskR//J3++cVk16FteL7KefPlmvqng6m2tMNO0Ou+wmXkTbXKoKSABMJCQ0RdQoSkCAzc2Gt30ziwWnGs0vyiVgrq/abZDJfH7zZqd/5ECgGOaQJnkDC4WAqJoKOiZtXCdosPy+3viVZAK0TBn0zLM5KG8KAIAJ/LIu62RVeJ5GCuRJ2K3Xa8ZPWNrtfmPcTXu5BQzMOKwXdqkMiTD1JXaNsuz3fWW3pMBOzUHf0shsO+HN2dx0i9kXTLk0PsbwsrLvAEeBD35h/XYl58ao/hGt1ktKnatTSZSZzawx8QMh293D3qdHqDi9/vaUw7hRbEypV6HbSK1Q9WBk79nw+jTbADRS2DWd0zXx3bJzmD39/crFwLHkmxV+cNAqFxqkuXfXMyR//vmFMixXg04XcaX6bXYFo5ZRKcbiRnzYgjJY/cVTVqjhH3/q1gtncbNFDagaGXQaG4nVhcor/slBeDmPpNIs0795Vhx5IQVYXbz8P32NHdj80uHa0vm6YdA43DFuy6apNcF2KZq5g0e6kamiyPR99ftbTNvWqKu/Op+v4soRlc4DwxakNxg7wJjg+cXcH2CrXlDbKDizAX5xQ84ucejhllnWzO05dDMVrZ7uuWSZYRcYVcFtAA3FPM/TGrUdxAUQWiQVtyysFEQIUQgR0ABCEgpzZ9cuV2Jp8g/+JHy7qjZx2eoVnQ96N9+v7zy28WCcX0lsozq/TbTqd1z6k8NY2PjayG5F2BrdbGPHwoGLrRWphGISlbdZuYq6dXq3b3BLlp6PmW0pwKokIKXklTB8z8aU1aYsmcDjcb8yCE+bw93BRaQMnd911IMj8c0isKxhyVXUbqMedpNtT0iMgxp7YxExsbEVAdwc7GBWSatti16740TJ52BvCIwtqEwAkAraGlBzIKgj6UJU3baVXjKPamDUFqpZLgk0mGsPIDsY1Zdi8ObZ/BHBm3318g9TF7fXhinSW4BNbdIBCYjJsgpeYo/rmFHDa4HtZg113AGWpVnZspU3HgyHt+cXyXq6BSlJtNPrQ6x8iEuAWByNR67Maeh7aZosRd4eu67nJIZVYLieRdZ82xsab+b88PG+jhKj38qtsOfDuE1dI2h3gipW2IP2tuGe9o8cqjD1km4rRGUSYz+bzv7kl+N/+VerX/xoVPF8XpmdwLdaprG+3jka8J3wm6dXVRK3XHjstn7w6O46VtDW+06+BhSVgGM3FVkHyFxBX4p1lrm2u04ia9DerHPiG0bQgtqwDGHstB2TashFFteMp7JBoBZKGsyk0jBMnBbyxNgcBODgPozzloqVZDneNj9yHNP2frsZvElOMaj6ji+gV4MbhEGigvXVTZh2jA9P1leeX654xGHL8YmUXXOFnQ2xOwRqBWpS0SY1ENYdw4uWRZbOC05hSRhot+ymtpsJwo0RhsnmCvzmqxA5lnqflQrIrahX1LQsYGgL4UIghaxWmi7SYn2zkdKUQJxYViItaVODNB5Q65vmTBcti94fIwvUOev4VtvIrnj87lcjsO27t0sx7qLVatkxexzw9ZIhjh1AMEOL2j5L5ZCkLctILwAx7GXW/uIq+smv07ce+p/9rI6h1CWeSn/U5eNKNApIno922AIbZ0v9zW3VrWWjwGREO22yWcR/lYv/+AT8h/tdu6g3jH13Y3c6oovB9xHXUivXKioFoLHJCHq0U0dynhWEas2rJmYXESikNnB6dlsFXa9lFya1WicHzeXGM6AU4OJW7fUbC+nXW/3mohg/oIe2XkBbKOssFns7AW82FZeuaXBGqUOqqPGR1gRlEXNMjIAiSBMDKwkkhAgC8LfpX62J8Rb9D3vFvwDiRY9VBzl34eLzxL3T3TdFVq67Tx5Wmf32+43dY7g/Cb0sn2Xe4z3MjTzNiiZJVlmeVWmyHvzYpW1d8ro3NLpCFd/h/qATLKggtRdqvkF1Bb3akg5FnUBsK1tqIjWyna7T5g3rB3bZbS/eLVrUGhF9do3O1v5gNHz8Qff1rTZAuTnPTSWLuknGmntY570DRCRnLSMAMkeGbWGIAuvlOfUhPdjw2AauBAyCpsIKwGAC3l/K7k6Pz+bmyMF+G6bL3PZ9y+7bRrJumIMIgEWPgNGfnb9649x+SX30cNReF7gxwadD/M0UirJIkgophzVlZ3+HVaDAuCnytqtlLhZCOJX0JcJG5dbrmhZS6pVy3BRtbrOjY7eRBK0xy5hBmWU6ybv1Xn/SRFHSJKFtqk2F8wrs2s882EBU8cob0NphXhpnbZd4/fVk7GR8MoZ7aCuvko3BRUNhJgZpba1AQBrl+eWQTZfEHQ+qQKLpwm7s1ti5eDHr7HrpsokXYrwzvPtg8vTl+uHHhyLmfQXzkFSlybLClM0GIx+wug5HljUvNge2fSOEi3mdJedNSaFrIz5qjdHdvlg2fL7dCOEL6JlYCVkoADihtbYMOAO1BOLvHDz8dFL8N7+f2z0LmyU0PKVYkVirDP0Uz23r4Uu1WNiBznLIdBvAA8lWAGSbSJ3NIMvrPLaMHRfxeJm17iLutiauzTizYp0B14dMNuX6KhVlZSLkaUxCMxVNbnCj45YvEUrSM2rwD+3gDCubWz6Dget84hcVU4TSuq6rpiX0HERNxXDl2p1Ra0A2N6dXVX7oqrI0dn2sqvBGJweo3ddlkavhyC29Vmi3e/Xa6W9mws8Vk5qahno2R58cwRtJntTrTdGDgWWUCUGl56CXGjy9LKMYfTIxyhTu+aFHUrZRr1Pmq0UfOSPKpx5NIajzyvDwi6vEN5xfdYGv8fnKy2fZq7JJb9YPhv7xTnnLzav39cig7hB9cqhfXKq0hN0QcITPohIqKMMg4fL7m5K69jRKp4tidBCUcZqUwc5ua95Y93e3v/6T8O2svK3V5GpuWIMyzySt+gSst3q/BSouGdAFQ1VItCJmXE76cLtOcce0ASxrpYA0IVmm5nikl5vMpIZBIOUylxQhQAlAECAIIQR/e/8l0dRJCPXK71t3M7Mu0Xj/y7XyR+1h3ewMHF8Y67UszxZYae+nD50Z3Jxtu1wLJNZNLtQ62jbHo6Dzd0Pvsc6uRXtemr/56//8L8Q+8etPu/1PPzU3EG6WlqMWHDcmYk2JYu5xUXPHHvScSVdTXFSFXElKaMfkgRbn11t4Z/SjcdEkSEZsPGi/ua52fPTtqjIqSFcR3yA8bilOPNtD2On0vPHIJULkcRSvk74PmhoYfaARKCM4bknTtC/m+NN7LsvAutu36uzkxHiZWv/hHfL0BUrjbPTAJ4bjeri6WoNv/qu7T+628aSahdZOG72/nl+tnvp3eJ0NPj6MXs7aw64v+OXbC5cQW3Zx3+M124h4BMAJ6L5LgI5nJpKBp+zG2DSHlQQouT19vaEUFyKnRkfGK2CZWd30+2AJGpCqA4UBqG7enB7/ww9iDrquvF6ry3Xa7oId3wGK1rXul7J7N5xuo5fPpw8nank9rZaGBeTJAbqYb3Mixp8cYW1i1DwgOnF7bKBObA/1m3XPHdno6FH/OzGFliGQoj3zuO/eVqUBk0BRCREkuDvaSS/nDgBXUH44CTbvqlK7LZqXzFgzrhnnqmoNRplJ0mluFMqZIPUmqYVjWYaZ1xmugao10lw2IQeRfXe7Q//NebLz8YiqaHornscgIMJ23Y5jXs6uUyb89r0NzwC7OcA+luowY67tPcUsaiJDubuOvUTl4upSYkT2OoXV48Li66g2NUiTXKZZwToEZRbYg3rKRZVotQcoErmXjsOR84SeX9Q7dFIdN7jJWx+32aoBmwpnsLHIJkmIbEwLmO+FdXjw8YN9jvGcgyedzsuvvqRWf9+otqli1D6gFq1iA8Ou28ogLEWULaqf33fOy3ZdqHxmj3eMLK//6MS7Fqnymt+dw4fjcpuziafLstYR/OgTazEVH46A70RRh2Tr1SYhLZfAe02ZlaUm19Fq2jhX6xoi7MbStc2WwkPNIKuPXfZNn/zQGoxM9//xqtrE+oEVf/gwKEr69Hm+B6R7t6PzZrGBmevALohr7grgBOptzR72rIMhXG89ojomXrpdvy6LJkPhbvf/+q+3j+x1kZHj/Tznxl6oVrOyrAFFINZguiXIpNY4+LaUYM16TZ04VmipbM21Y3odhy0i4rcBhGnKQqga2RSNtggIDZXXsG4AJAAZf0uZAICAPF0alevRfriHam26e8y8WBPz2G2ITPfGBepl63VrGPhj3mPGxZrWu+Nb6PCmISWAm/oG6c49q9AMfHbTLiGMnWLnk18/2Bw2YvNs3XuSB/sPzKAznV77OsdR6iHBAcBeGLY72nGrqJmuqjDMfahQjLiFLyvkdexkK4pCJ3EVDdrT16vDR623X10WZWkOx2YINTZLJJbWxB34A49YKj/dqBa0LQhCj1hAdjsmyxtogqN9XWKQsGp/Yhn19l1hDtsmapm3txlQ9P3cAyjp7BjbNDGxhNfVT0nzr3AAp+dfrXPhoTHzh12jgftHpr61EbstzZQVIkpXkfNklygNKikFYXnktyddEMTFVYupDmhFepmlgFPpPsA6beQ8B9I3ArhiFM+L0Ec5zzGWOLnq1h62SZEJ91TylnMTd44MmtQ4CY2xa6wanAG7Xxc6u+3v8dmSxddzVVdfvBY2dIxbWWUZL8oUUXdMq/NLF5MVNWWjH1n4N1+nv/gPHj49PaWk1d89sCAOzfjgXu/p57OTiZ0uYbfQugKr+QZIcqcXLq7TFrYrpAOkTmN1907vfC2BdmCHongT7NlaTraEhuxazVhRsOL70ukCAwwtydJuy4/SsiixAbdhqBfZYVVky0I5lN1mL1dNAMCxi7Ukqtq83XBuYMuNy3VlwrUNip8Q/aO+9U/X3H9I95DWeO/u3C/iCImtVBCamHBOzJTMl6KSLBFuUZh106OgVrK1B25utd2FWEFeaXAMGVVbUM/TVANr8ddnpoGNPaOeRVjapcaNsuz1InBFFfHZEnmHx/sPO++frXqh3TL0q9t8OPJWm/KCJ4FWJ5JxYA+7KFfeNtLlSt195P70rjmnpjGA8bt4HMrSNhZcJ0lcIdgyhXGibmYMabWsHZvUNFenX/KxS/YOtZmrlrOe+JSlfOiCmzW9WZhStnqm+GhAD4jLyjqkJRA2AWq2VcDEgaM+6arffDl7Tpzjrvf3Ce+7REdxY5KdIS42km2SmkPbNcso4pZjIpVrNzAcBsimwsoKg486q8pgeZHnV1BL2hK//V4nbJsR8B9QFhKQkfXFRWXU2u3C/T093jXzgguoAS8f+NaWgW2G64ifjGzFjcB2okYSz68ysdMx0rkem9xxYJQpoYjiysSYECgBBFoD8LcaEyAXZXT93jaUZY73Qnsgni7He4etXfutzSN3EH4BCpN4v7jbHzfF13OnbsTRpMi58oFgVVbl3T85NC2rda4OzLZ4uZq/hmjUnwy6blZvlmFoeTV2z5HhtRe6YL5n11wBoAzXs7rOPGECMzs0WtiO1vNeQGHBQdFstzxHdckan4D+ZmNJOX1elQ1z2hS5RiMxQgS0Bw4IkJaLbeJK3m1bYZc0NRy0DGDbRVXvDACkSBvUtxtUQ6kVNuAuK2BZ6YHVNFZ/RPJoq7tok4D7j3Zm75J2d4efb0mxjn3Hx94qzmwXO75Rnm02nX4BiEbA8hBqE7893qQgMJSW2i/BHFtxmkwDB0FUgjkA1Uc9I6wQPKHkHzi33xnkq+AqQqhhJkF1xePMcG27365XK5BLjuN09LD7+qXYnQxBDLIecCxtXm8X0B4+CnDbaYZo8TK3bqq7f7fTLuvvb+Pb0gkADGawWgqQbR7/fXs+Y3VsWLZXGyayrfl81jF4ul6uLmZt3zF1dDFVXtcKldrrhcOxGW20chyRG3sd83bBYSB52tiOXQjis7rI+AqZCDHa8htp9icWD2xI9zbR283pXGfSmljWvokiIdtlE9O9++PTWN4/prcXSz3PKq0f9czF9cWkgydhi8EWlfK7edZgFRjcpQ4JbJFmUFUORD5QWQM2TfXBHf9fLyrJnZKi79e3DY4NJEyFhPJpd2RcpE4dUWETJQ4KwQm6yPSTwFms625LaUrSTHe0MHK3Cl1RKsRMwbTVbu8fmHFWBcg7byCkyhax1qqIQbGyAq/jwXD72UJbuLI8zUWRxcozRq7EwO+HRpgCzzVvV2oFgafEJ/fNwGaztJC20wjb2TmETbw63+6FsJQIlZpSN7pOu0MkInWxFX0XI6w6DOIGLBYgnBhts/l7j2gm6LwyNtJtQIvCFrVxE2/3QkNCCGttV/mSNQjU85rlBXBM8GFX/2XBjDSZOc5NzNoDQLAAiHodlDc4yU3L1dwEuTQMSyNtONi4e3ekXT+tqwUDVV3ghrOqOI3Avf32EypmAN4X8F5lnE/ja7f6ya5+9UZ9fNDtPTRO463YUe+fcdqIkwlMajHoWb6pYVI7kuAKI2oiYGoLSV43hAhHb4o0QEBCKBTkAECtEYZaAwj03/qSZHTC/nDeVFf6hFZlG7/9t/Wf7rVJfDV8QPCKnv71bH/ScbxYVgVzMnWwq003/fype4fRe9q5qYcpD3ntenD7hwquTWuy99l5RRT+033rN5fgwbIS+bUDISg0be3wPDPMolG2vdvOYkGa+ovnV6up/N/+Dx5NHPXlecyXatSVpUcwpSTJE03xjNGavS0y1wVcST1Vkz/9Uattfvab12erf9GmHT/s3vnw7nDc355frm9e10k6CpR3N4RZRD2NNUcYdBz57rysD8ZH/WazqK9fR6N9/2Lj/PGT3lZCNI/T93keF1Wru/vJ6Bctd/Jx792b4sAL3hUmy6yjVvfgk/7Z8+3rVdX1R5s8S8xaa0KU2w1JXYqaZJjl6fZ05A/XTf4elLiElja/eU5sxVTqsAXfh9RU6VYCQEHGFYLm7aWkmLQ8hBL99dN16Lo+0qi8VVcKEfrow6HY7Q3K/H1Eur/cCR+Q9p+f/uHPF6Ndxw/KAooGDUcDedeqPr998+Z5YDd22XNYloc2Ad32RaONlnx9uaTA9EO+uXiV3+ruYWczZ27LLRgijl0wwIgITToK5fa2efKgt04LkUbIt0teQwLwqrzMdN9veAww8OcHNXi10EljBW59k9cAtdvdYG8Enm8OJ+Yi9tpOveFqx8aw4s/W1+PD9vvrstojb7KmLutPjgeCqq8vVongT+qmxc094Ca6cwubxMobC3w2N5jJWwMXs0KGVpn1k9WMYqGxGd2eeIGc7r8yruQTq3LTvCrIz4AVpQxAORmT00R09qyrF2SIj1pcN9V0Q3V3V7UfhqsXWVyTjKQB1fmG5bVEWpelDZU77uWleEHzxmm5bg5Sp3v0k3s3/+5pH7ktY3TVvb0mCVzav4L9ewfu//31q4tz71HL0F31D++RcWi+F2oay4Pj9umbjaQUhw3F5N6Rd6mgTeo7E1VUKgOot+tBnzQ4/815M/BAo1Cqrd2ubxr0Fw97wc7Jv/ynV+uYhk3y0GyIryQomYMFq00Bkhswt1HHVbzhKDR+l1p2KY2IJbkeO+RjW00sh/XgllcJdoSy05yFvo6IYZDeyf4Qv/02TrcBra84X2IqIHoT61964Odlmivw7xQiXOz7/Pfn6qNf39+9o9+u0lkqTIKHPTuzdZJkt1udbUA4tnc0VyXf8YgNmAWthTAANbAL8451W1Ue4aoWCkKEMABaaQQggED/rSxJ3Ict12vBmIXY7vwurW/g7FV8dad8fOeO/KqAFcjKjdEODQPKxL7lIOiJnR8IfHkz+xagR8PQNpEk81d5YLVKzorL93RvxwiC26+nf/QfPTltAViUXcPUXkeXiiLEqWMHRskqYRjzituP+z/tJFfTZZqVnkfaBKcV9WRxeg12W+B6Ix1d+6L5wU7rm/mceGF/z7HrmNcHP/vFf3JG/pEuF8b10xCWxc11ua0QlJZlcqlUqnnL07JpYe1gtaZoZ6eeR0thheH+IM0r1LcPfff589Tr0IKjuwftvIfOnZpnxavX89W2XMRM7VsHgWnuHCw3p+Atyy1n3NZlvBnZXplrVDa9gRQVFlkGQW5q4BJiV/wHlrtR5pKYUVECWRrLDW5S2/B6VjlrsFKKAE2BqlnVCY1ewEVGkO30VF30m6UqaWFb99qV671d8w+qYhk6xA/pd70JtDOc6mq+eDq1WzATZcSJtzH+2LMHofnspumFRgr86WbznsJuIpm0RN8oyLKH+Ovn/sEkyKrUP10JEpA2WCSqx+bU8IFJTnPnsGspGUU1p227A20lbdNl0MVc23YZ814r8Zv7Nkd17v38/jf/zTcWVZ37jr1zUN6urGXtO8H11tl1pQjh4NHEiossa0LGX6zVPTfcDRhmxQUEN7NZg507FKZaJ43grgOKMtF1bWtx13gZifwOip2hyKtIYxDhljSgt6PVGhZRN8nn+lEnenniLA6ulNJgGGJQNNpWywdwaoiiBVs1oZZCaQY/CvmwO2bmiqXF14sJ1gFXZ6w0Ms/iaGtCGUEiVTtIl6CpFzDoYg5FXG56RGwD9Ksf+H/5TR3X5/i908IBlHiyC4p0dX+nO8SqqBuUOqex40fA9epu0GpApieOx5mUIFk35VZ0A5q65mnETQgt296si8VKjgJwtNNuqjL07B/3KauBNWhVkHx5dj2zsrA1VxdpU/CQ2oAyveaI4UqDpisbjp7GqnsA8lQfOtm+Vylb122ySORnqRyX+f4dbDRUbkGjk70dmqG23R+FHbhBAof7Gpm83NYWsSgaNlm9Tb+WqgdAl6I2TndHhtmFdz7uDMLqdAsWCakKx6pLIhwvZXsdNMeA++bIq5wS2DaaL1W/S9cNdYits8YHeLmtOn072oKeyRUhQmmEoJYAw///EPPEDTEIzvdt2Iq39S9968JJR3fo6bM6+VYcuUjWblne08spWdVovsEHmKCckFKNvM59VL5jNjOHjh+lq21epG1ssct0XVyfdH68Y5WXeegFFRCmKhXDGhteR88b5DtencYerXeafO9hECIckjqrcU59zPKNLv2h/XaeftiWxO6ZoKoQ6nXb6+S2Wnk2jpzB8Q/2Bx8Z4A+XLI56ydm852TLNDaN2u8pIFUDRE8ZrZYFHMcUrEdBxtK+U1UY0hruD8yL1Varyj7oZ+uMALJlsKMMVAChaNj3atsoSnTCmP/jEbst9/70AJezzbUCGgqso5p1fLOQ5bSy96HOWwTMTc8IDbW9EqknNXRxUimoa0pZnl2TEt71zQn5/9L0Z7/Wpml64PWM7zytea299ry/Ob4YMiMiMzKzKqsqXS677LaBRrSsBjUgDoBGqPsICQkkxDGcIoHUdIMQtNuGtqlye6h2jZmVmZExR3zz/va41l7zO4/P+wwcVPNP3NIlXdfvZnepHEG1BWAEgTKxXrOUA7OqQeBqhRKl2sJ4PFBg5X371VdA025++v13XN8TRbWNa17tKhUt0P7GrErg92hM4nOn+b++PP9HQ+eeVu86FivKJ1ZzoehqmwiDkxsM9cIxeLqBayKMtlyE2NvT0lmDldoeDGCyhYwo1skbsdPRUce4TSntEMey4CLmHXqmA7JQi5Y4Bqp8ZuZi4uxRp+egItnw9fxtt0e3UUZP9gIbsLCJmto31FwgXwe6Y9vznfCdf/GiPApMWzEFOdWyZSQxtTkQOcrtrmpjnWswMkHvMdY45yyLoEYhax2dF0IaBBQA0+YufHa6PzKfGg8WjekAZIO3jtKUAwm8nRANJMfUf/3PC+jhcHGzN/GjgdtTxpHrpoLPt7u2xUaCEUxDTGTIdaQ7pxPnsF3+9Vw3SRW3RS10hwsIKMbfxBW1faOc3neIrzav8+UsZlrXHbfaIGBFlY9a8vImejz1pprOMAkTsd/Bm0SjOXDNyjDkm/Ps6cQghny9A+9rbamLqQHGHawQsFzDN9GqktTsZLyT5bCKd8d2RuLNPZ1pAGYNFKJtpSprWTPgmqCoBUfwdq5MA+xq2gpogMyx+PjEH9RamaIlCN459ed/ddUzm3xdkMc/enRsXRhnRNnDDyz94qt2Fg9cUjBdrnamCbwaGAK4reoNKEEVtF3oOlvT3dxEWFAlA0rVd/PiYRcFpqZlQiC+pnA0VKqFeoy6rcaYZC0TpYRYENA6WEa1yC2l6xwxCCGmCgIIEYQQAYQQIaey84nj/BNxvzA//+WGPXhYwLIdOM1X370fYEY10f3+139Kj7MFh7qxt5fFRT8xeK6bSZlcZKdwJHrdxRcrx6Kaa8fx2tgzJ9g4mQar223QxWHFm7ruUtufDuuOwb79lXWwn0dNoxRQ5LQ3vL5lryJ2Nu25joJMZJXwOyCPsn//B8ZvXui4RDNpXedi5KDAG7yN1p0HY7O5vrjI/umffwfbHS3FupXf/2nHyfIyl+tWHO1pTtdHgsYlsJzh2SP7zfkKYtKb8rdl0oTN+Oxgu5BayMLXi0cf9a7ftPltQn2rI4yCsKZQsuTKsM5+68ntb1SqwahETmXId5zHWTGP8vm5uL55YwfuoRYbnrV4Mf/b3enrsClAG8CuQtWuLIXEmEAtQONRZ7+/p89uvrqsEASBAjsCWgWCWjAARqNOr23njaBEEezahrdDcu9hH3/zLbh/urHMIoGS7JosapnIGcOvynQ56tva/2KS/Sefzf5lttwD/ecj1bKrdRLRUadmdGjuEupnKSuZBBwtilwLbK+cLwu6IN0p364Xanp/HOWJXksd83qZlB4ympoM/OS6OXvovrkMA4g4sGKq3H65y8RoOng2i5+OqEbZj//RT37zn/6rUrQAqLxk05538IMum4cNbNy4qrmyfPdi2wx4o51Obpbp4aHr8fJlAbSjo7sXl4SY7wxJDhHAFTdAtjfqZ42FQmWpojB4RkEtkMPHbr5pa8Pu1CEXBMAquvjsnx4/pNc9gD/wF1ylfRNe1UXCbc+DPtx8qiZPD5GW11d5HaY8zLIA2Leyr6FG6kbCgCuaLSCGbAFwD71O16pSaDoZz5K0hzxLcgNnPT6mdcHZg3309tWD8zLZc/gEgLuWtmWjm9byRS6J1dHRntFIzO4qS6JiasiwbgBTm6LCdud72mrXhYVCG4cetNIBTBjAo4AI1LDG6NipIEprI96a6xXCwMjXXlP6hj0wJbfBcOS1Wfknt9mlgh956usYWACmEEKAamVuW5Pr7bRThhmP32Q2sLr9AWiDnfLuPRR1w6G0vR89ev2bb74zdh0yv3mO9j52+xF8w4ad2cuGQyqUBkFHgbGFXChyx+77TlTxVkJV62HBDnvwL1+2wBOtELMC9lp+S2kcStABf/6FgOtq8Bjijqqj6MxSixTtkG5TM1OZAEBJiRGRUiIgAaAIAAAhAJBouhjVm4/+1iD+t8h5/yd/tTdK4s2jH51q/VX5WEuWcPtzVfXobvDg7nplqo1JK8N1xdH+A78Q0z32DGarmpoqyURVSZhSZzQcDDrby4zo/K6xkiaceH3u7g0fT371i8v+3r5HW6lqCyl/4BRx43ZoxxQOkbwtq4pZWu0Dgyfl83P25B6OmdCjwrO9tjfCNnHyJrxJMt/55s/+AkTXSgkF0Ml4Oi/WKVxLoAiFuWhFQmzGjAf7OrDP37TI9jyLgqw8s1BlsSycH1mgaGQ1QeffrPR7mq4H0RIw2eY2Nwa0MemIa3fPF92TB6IqfTvFJdrNovNttay51xan799Tm5DEkVLwncfHyzfJRGMh6yPVrJEuVAugEtDEuX7fd6XZgW7xeI+vYrksy54D3AxIBaYeBoynjDRNdtRDr5vGbmpjpM0+vfuDP/gkDJNsHotDevts2WB7kxbQ7rg7kNabrOYXn+J/TyADaBUy8QG7voSqYowkrMJNoe9rVUb0VdjMITVNdYzXtynSksqsd0VtWSVYf7tzz4J51HoTVwR6AepdJV0JTZ+v5y0MeiMfvlrGNcKWZvXpJtwhf2+Pqzu4vCw0+5OPzqpXm7fx5njPoN87qxYrNEuojWHLVAZtKCaGtlrJAItN2ZRJey1xJdDjRv3kHe3zGb9dCttuG4OwGvD8OpZo/73+54pMqY1PxrFhq7s12MV2XCIY77ukrvVdW7GYe1HvSyGwOWnqsrIjrV+qHzn2q51eYQdAhe7gPBs8tqr7g97znaZtN4nYLqCuKWDybKEwAELizsOummGt4WVHz7sjPtCwC+tCtR1H99gtdfRedf3dtgDPS4VBqyzkNYyOC/6RHUZjeSOsDJVV6JAoe+eYdB/sVZXFYXKAUk3JJMyf5YphYoNam0kTgcQGXWLYtlYIBRBYpcISFRdqdXN+cDalDTLaBpawTpqV2X+LNf1a/O6oe2JVgU1fzpQgWgFAB/MtFps8n2hsg/QkRA883Lc0SP2Kk6wApNBG01MqO67XgatyBun5t1/j+lLW1o/w09Q7rkjTBAe2BNUq4cgCbVlbelXBI93ALWkpWc/Fm2/5ozF4njQnY7u7yh47wBd41ao8c3wQf2Kod++DbzE/2a++MpFvN9EWoA4dW7ASQtkmoKJsOQYKY6QQxEBChACAEAJSkBY06OUX54gTPIbtU0dKsdtc7+BVfa9DXb3acO1UoYg8OLSz3cVkbKDbtIw447p16pccUU/nm1rnbYaZLmWXkmhWlVjXcdPErWFq0sP0gL6ZRb2O2ZnoRjajFqt1k0hAW5Q0oW1St+PpEiWzvG6Y2wlwzY2+tapYUjVNzfuHlux3qgaNZb53QlFdtBNkIweAzodHweOBer5b1wrproI6KRtqU4Sp1uxUoXO/A7OiZQRY3Z4BTasptSatAmYi5tTt1hHxizazbib7R5TD9q4pkMlL6J7d/+Cno19/x/WetlpLs+Q1EN4enWw6eNBtLq5nu/jRWc/x4bipY0mZKlzciQWgXCOwoJZgLa9b9HxWTc1NEiqeiVWNxi7UK6Uj4HigQIDjwu64A9O5ui5MUzWk6VhQDcTXzzL/VOt67M3Fm84Q334273o6ElgDVQZU6aC/LLV9vZiMYPREXI/04ppwJMtt1pGGxVBMWtuo9npQChIj9OV5OvYDyY2yri1OtrLdlfETBhxbm91ETz/ef/ZmPXDR1W4XltIlWq9P3y7DCFWMAeiZy6bbKHWGGkPPlru8ecmqfms8bn/cOWqgFRelZML23HmaIVb7QzJfcq9GkPK0SntDFSf8sePTQLzMVl/P21gzRp7WYkwR8LuSesJtuQEZXZYJN+q8kC2nbQ5QjFwNU8k5KfKMeoasZPRrXP9ej6caARSkKZwD6Rb5Cwl8HUcw6Al2z8Mjsvo3V/d+1734tsVEwQHIVgKmyunAosSjvT3VUgF2absoW18WmjGmTcK5YynPrBnQUR8BxKm2D6mhSrdpxn2nqp15EZ1vo6Zv3S0zt1/0fa3jCKTlyzdXg+PuYKLfXVuAVljWnm5rkoOmfb8PGk0ze9IoRZhIYkLPhk3Nd9syu1NDD7c3t5oTkLROY+Q5/B9vo18R7ZEZWDF6fBDchdtLpbeCtIauqyYChd9Dd9vs3gho5vjTpNTXsYWSvb7idVEvOTAPLcoYC7O8UfNNff0dAJVpBZLP5Z3J6mKAyjBTdteFpasLM67E8TFNAFqt5OuQFUn1eITHVnseomKGQKltQWMTMNTJR4TxCqRbEG4AbAATba2wNcFFDZMdolmbE6URUAlEEVZKKKUUlBQCDBFCAABAKl7mPW38XpbNXugoC7751D+z27c38G6jH6uiRk7HhIEKYovOZH5nmhXsDKgZmEQ6cutJ0S5uMlbKTmDlOEG61AzULGNqqVbWInbcMxvxLF4uur4PCZmOz67ehrBqej7NlqHnqEWJvNFovsiHSDd153iPZdsMUer2u1VeuXo+HDip7bIi4i158OTg2Zvd8UBZpdAGhDu+odnP19HzVh8P9giGXFDPs5uaN8q0uRbyliHPgO6kh2OlLv1gMnT025tK3VFam8W2ZRHiarup3nzxtntvD2s64sImeNTW6+/iyfHg1S83mk6oXWspK96EqYA5l/0SmM5R9+gRTwqbRwSjkCWVXFLgOMDaSE6VVVPgYLFga3G5Lkrp2LTfo20DNap6BpAcHAzcCuI2Fa/uyqcnQcrZKiM3X2UPz0j3eyZpUPI8iZKqarUsuqkao0MoA/AGVnURzUHn24bHkXpAzd4iOwmKT2UNQnq+RWe+3p3Wr9JwiEy71QpmHmgOjyQ0gOMDB6U3lTIBZptMdXq6oV3cFDYB1YLnKIcAyD5Jb6NNEd4k1dm7vVVcOCNCkqjfVtUuOdrTNo732W9eTYYMU7oW/WMHkwGoLhdmmBtZs0OmRmXYSrfTSVKoozau8kwXC030Os6HrjgPURu4DUhV3lDR7NagVtACzXSCiMIgwnFuQMfKle63fj1f84Qfj4LrGDqymWc1QNSfrbLUtE4GZQGnMSB6qTJdP7Tyr3faj0iyzM58+OIr5rk6us6bGFAKBUHxGo7un1KGdJ2XPVRHWfE2BcISO6GZQCDJ/jIFnuFPSJlbChNUkULZa1D4hny2u9EMFQF51PHrBcuV7pTsRdZYPUdP03RNSGH1be+oD74tVusWB4B3Oq6+LhqO05IZAAKpDT1VbKu6lo4FNUO9nPF7Paiz0jD4jokek6eteq7jWVxUj0y1ZesYIs1uKohUqtvK59KApCL4egcHLtF1f9rlVoZ/c7PVlTqkxfUGD/2A7xR33d6eRq4OIb/pTd3rVUZlQVQN0yypULdrDoJyUUUP7nfmefrdDRuZ0APBhxP9eNpc1IV/JCepMIU+q3RkyzJlLGuBjm50FLmKlHwTgW4L6jvZ9T1/pFWVilLmuHAZt1hXUgEpIYAIY4yhAkACAIlF23zfKQIePmB3X9yMBwXN25evlsHIXv3J2h778APbSdd5pYlUaV2AHVmco7u3xahj9U61yKw7GokzJGSs8VDp5moe867Gt2mLdcuiFUV7mCRtGa4TWjF1QAsdvv/uvfB1MvK0NFueeh1HVDuzsLxOseGaLomZj6Zk0rFfXOEM4b0jP3yxxaZ9dqSzNNNBVe0gTKzzSHS6jTbqRNg+daXOEVdaN3BVzYSBOm7QltAc6OPD/tsrclPW+rT8/n/0Uy1nz/6zWK/njTRaFBBUYL0Z9EBDwLaJzNYwrIkG/fu/9eRtk939+dctJVVSbItq4MLQso0ynHq2e/ZEMyhMY7+ocoJ1bWjUWQ1uPLC7QPEYWKhVBdVToCkN3pVF39NMZZZJ1qe408UWl64pYlcjjWA9tNcb3KzjKKsHZ50TZ7R4Uy5enGsWSjJBbJo/TwEAvCqbm7fbgR9lpYCsQQWX9YfOuH8ejvpy1jaDH0Nrpk2vp3/6ao3C5rd/pF9FaF8z9pDgW3ku5ds49CF8DvhHtvG6dtuccZJwSQXgFW9wkewc5+Skl8ZscDaoz3n+5tm2Zzp5kqSh0XG2pqeng+15VJ+qvX134OaLTJqT0Kurl1/Vq1397nGQqDaSopsx39XwLlKutUpzE5Nlq+77MGQNy7Wq1izZ2KjAAK5zUKZg9MTwXjXDHk5RsnKme0P3NlziXG6+vA5s6HUatqk6QoEuHvyhvuIiP1Wo5ZYoSE9ufsWRLp0hHbIqGjD4LC8y0ftJ92zDZ18ltY6UBvRGR8AyYQ6aIq2Q2bRc1AdjYxTnYcMbxaGr4joH2xpkOEttiQy93NTUq5hIQbRpENGhhcRIqU6UhF0UVlxqJOiY26haZ+LdcTPVOB7Y85eJZWgfPnXmC7zitJStIZFWglo37x/xLy/YPgI+xa0SloDfH4O6VpBUqBanDlxnZIrU38lBHdDFq/U3FXgByMSu/ar+8L73b1/Iqd1Zh7tBJ7jN63ePxcUth8j8No5/sme8jvH5dfGe2hVYCuXUq5uCiJOTjlJtuopaYri2zkuybKwyy0YaEkkaITnH8NmC/ff+gG7myNvBn5xZfx4uHr4vrEqdQfAnb9SuxS42Yo3vInjYtZK7khpVHgBogfZGqJi098msYPsBHAxRVDWuJQVTkFAolEIQQCkBRH/jy8hNke+Yw6MIpMeudf+hGxlW0yvCMOkUZuew51RsNIvzz/mnF5b3wJsQVIDg8LhrBmaeVSVnihmqGRsahxLWLTKBFEmOgBhiYYwRKVJmGSosEh11JP/s2Q1cxBd7ekzV+F5HZeDBWffZry/HU28z47WG74zpXNHpRJsXSATAOHO2GdbsA6cLqJ69vIy4atvKtt1eT+mlZm4S/WjPKUNljXrEdGGZI9Ow+zTZtr2zYRF0rg17A3bK776+jfOf//XxVWitdjsseYsCVjQqQHrWMt7tYJhyAmg7AL0TPww32abq3p/g7TbcYIThfFE4FZOKb6K4LphvuIGjFcjYDOBB0iph6FCoCthYAawJXCNaUceuEwOrXDVt2qLJkPjcNAyDOpamC9f2eBKFmexDYdqyp5OrZQZ94Tzun1jddpdX50kdFgAAACGllFvkLo2FhhxdihY/7QcdEw08x6wKb2QvV066Yy1nP72nLTfeP/u61b6nNpfR1Op1xnBcbkYcJKJzvYl/nYOelv8qk+/vaesIere37GigJLG7wfwqC0oeC2FVuyfv7V+dL+1DbQPR8cAiPLMxN0Wa/mrpDAySyaGHjR2/Lpjl6A909eoy8hjwPdBII9sVITH6FaPQsDBMSu4o9NVtvv94L0fNW6ZoikwubQh0Cborc0/RmzfwWi+Ad5WPtIJFOmvun/Z5HEWtSAHAApx8z9oBZqxLU2DJmnSVB33SPXFIjdq8fn1bdL4PZC2ponefR8QWtEN4JKByKp8/eug0gkYv0qg0UpYPvEENm8mZaKuAc7YHsoOSzw0jtIYf/Mf3dy+/TP/1btEV97def2e/dzq5fcFuivALnnziFRaRkYD+wHw7S5Ev+4GpJNzFhDXFsD/EBP35RWowHSneHViEK8MHgou/+qo5PXP1bYVsfahjKstkxW0XSCb2u3SRtQkEuekdF2ntifO1G+GGANYUrPfO8A6LBGYDLY9zcNil7Tq9W8d7h6cXt+vfPh682TQTKm6ApEmbg4VotDLQF6tKwF1VbBXQHV0WsGIVrOryb5nSmZW/5roUhKzFf/jAH366lf0Rn+5Pjea0C7qxuowB9UHdthzKlJmRFIkh8qZRKeoEdJGwMQVFawx0srsthQ3TEmEfU5MCwRGhUEEAhJJCIkQAVEopoMjkNjrds+y3WXBZDkdjCFEyT5SdGH93uLdpvBjsAVxvmv5o1ClsbiI1zwhPd7el1hhgOBjp4s4kEqtqR0SpeTXHaRWTpgMhHHVBUXvTISjSish23tCjvfL6lhGCv30BMd+YgbtK4i4BvHh4NP7T69vpw/4uGKbf3j743jC7zuQmnTzprpZbd+qMB2i5ZDqAIxsnYe4f9WLH3KO1YKWOfGu6XytlUZbWxcHUqaX13ofBlykpdk1wJBVc3fzTV859O/+lkbTEzg0FKgPAyvF4shYIYluTtQKWVrF6uk8GMgkbXflkdTlfFVzLWZ1FjkOjGu17NuybrOG44TO3S1o2LMrEJ7KveWlnldaVbQ6hiJsBaJjhaM0ypYA6SpyNjTuBhK05gz7BOkd1IQNqqz2zPq+0EQc367SnSRllCfegw5sM0ZxLCG0IU0A0y67KeqQHgaocgaqRa8mG7NQi1KyA6HFdd0cmKVa4/NroAfNgfKiv5GzGb5aN+fFhZ7DqF2EZZvVAEYjspIypSpaNrQRaCKGH20y4jgssiDOvXDrNdDBqX8yxadapJNepM/adTiM7jUPyJJUcMK1ULoQNayQC+G1V6MA1G6CAETWblkygbAzTaNLC0dO6RRwlSRfK9vXLZqcyiSQM/IMpTW637+KWh+0zQRsQWLzoaI1XbMOuYe/U+ds1h7xogQXA4Sde5Q1ZDQONxxvAw8w60uF5HRWZhiUgJnnfsyft7I+Kk3fd/KLZrRCDGGAEs/poPB6YB5pFvz5/BZu1EBy0PJXAg/xGtzTXHFT1D6Pi33T76TaPXiiXNeMpXLZBI+gGoG9eyLuY7Xt2H6Z1qzyCQMUZl14f9wzQCrmclSPX6D/W86p6fgfsPbvZRl3dMhA1i6ao6qas3zsATVIErtEbGdQd5bvNAEYsUp0xypmLjcJhjdGpPVvdMq4NB76ofM9hu7yC7mq+Ox5Y32xSQ/Nt0zJAlnK3X+58JqAApmpMkf/t6TjZNomJ3DJJSoaRuYgTCKRLZVIJwDQl8fcIs2ztz7eM++iTB52PSb1ethLaeqoxqj39aPjZz1//eg3XmRKnwIQgmAg9aeyW3ztju1wUVF+V0MCINFIDHHh0t1O+p0kAwxQyqjxACMFSAgCxkggBoJRSCgAAyAebdl/3BmZavaNnvv7Lr+OjH+4FQlx/c1NXMHL3DxoZUW0zsuBvHR6Vkd/Es5IZXWiNbU0zkjTuJGUFbE2z7cyog7xg164IQNe2Mgl1R67Yrl5wNwA8D6sQgQgILSk7uizQl8lsKMQur+bxN19bKs5PHqsBItXAPOri5Xn64NjXvqvv+r1GAey4GuSe4U71SKNMUv30CPLSSAGwdKfv0HnUmqYAT4JsVwWHk09fl/ZYa0ZtGN1WmwvzeGgXg+U/S5x3dSSJPzIV5Ot1Ura6STRfM2iZhhnT9OloNMla7fPPKxuw0yOr/HbJRe4PetDB+OrF9aqZmt7Rnnde0tMiRI2QWQZIuzK9S/bb3YOsrS7jzfxmodv3+6BKIaldE29qebdIPz4c7k07BsbAoIgCTaqxY769EGYUS1ufjtzrrPYMo2k2OxwgkBZt1YfauGvPU2En7QaMLMkkNyGldhLXEnYVwf3+TVyUrtZ/UzBHyx8AACAI8/jbq4FMo/GoXm5nexMaVjwUEsVT5EaNlYOyCzo9x106QSJ5f8jcpIq+m1VP9mmzqM43Ce6YBvDLqrxcI41WTpbZ2+ZQiCs5+RisQhFdCuSsJVANheTEKea1h8hVwpkCYyIWUidJJJDCjQ4sA6hykS2OiHHMK3L48IWPcXhXXMQDy1QCuzrTS8JAOQh6DEcX16LKshw3bo/uatVBTnDgbm13vaWyWJeDCjS0E2j8l1V17Coz3z8c3/zbBd3C2efg6Bi+fFX/lmtsKqpleQmVGWjH79/ruUGTskHfD5MVk2SVRw/XpgEkamLdgqgptTsASFaz8uof/9zq6nkKYbstnXGDXY2WBxS+yneOqsjY3OsSM5RllqepeAMhb6qHP6U9s9pKMs9K/6S3jqte31FVrXfsOstwW7sGspTSO65LU41XKtG7tqGcd7RpI1Fb5Yjd5D0KVovqN4Vx+MR1YkZPBnqnq9k4frHqu9q8KmJEH+4FcpsfKbUN4wPHmU57d9vowwPz4nW8zVY/OgzqDvj2mg66OIuLkydncSkuri4MCDLIFNQ+a8BFVb/7uMNl++V5HrbiE71RnjvplnhYbwuW7HXv7pZiD7yOwIEGvAY0rYor6EhAfU6E2GTowZGWZnVAeMOzwZ6FOIsLWlKcV6RFqk85AgQCICQE6P+/ZVKA4Nzxv9sWm+gyJaleBy26/iffpT0svY7atgcsSVlLER7DVrt8iVi2kQUy0FjKYlNC7k/2JuAADmNwOd8Y9yavrl4bhhy2tZ4HvUOosqwxdVXloBBSaynW46owPCPM5ORg7+6S00o2bbrRrD4nHWq9mtUDfPF7h9b6YjV8ZJprGTdGQEkvoDe3Qtqdvmc3MjBoCyw3apq+47qURUue+7Y/UtGW39vzb0C2DMveB86v/z+v3T0i6xAeH2VFb70+8I4mKVt3+lKoJCsVBv2Ob/K6aYFUUHUcZGjuxVeld6Q/+njkbG7+4kUOiSEHeHO97Wxl4JEW+VLIy+u43zPzHWFeN1UED4zZS/UPfusHn/7ir4xJb73MADVM09Wz3FLaIi18nx5xFqe50MjIN6htwlZIquZbgfvGsA/bVPCyOfIdGVYrAqycmyHcQsIUSBQdYK4M+yFmb7PwvuNnVgOA3XHoNlZZwh6dOC/e7Prvul9vW6tAxlX67r6m7Fp4sGVeGjdhXp92EJeOa4uLa0yB0QIdW3pOBhqVQ19LZ0vbdPShVl3c6m1idTTNb5OrqjVqqDklqkJcFWGN9oCMAXXAPhNqAraJMgWwuAJaaVrw9g5ODVxhEReKwibXVAsJlxAZok0bA4AfP9F/+dKc3bTkHvJhs4e4zFQaBE1dAIZKAW7KcOxUj/bIRZYmDczTBmtgQ+soR43f7dKK6aDecBRJ4eCjU3NxUwuh5ru19zMz+bSSLcqQNerJry7KRoBWgbM93d7bW18WxK8LIjUH7h95MFNhxqOkSAtcF2ED1WsFOoqcgwIC1H9673Daacv04tWdCaQp9BxmD4ddlXZqzKu6uUxgZHAHqdMxtiA+6Mmbhr8t2kuuH/Rhvs0Ci0tlKN9fh7nbcK9jGwS2ysKarCPVbEDQX42doLROFOBMJVVStEq2EGwEevIO+sWM2Y6Zxy3NS4JRcZeWpXwpgg9POr6QjKfQQBy1Wd2eHNR1Xi5C7Yf3/deZ8etlI2dMYVxEhSDwRfiGULtnOjrlad582KXDwQggkuV5kfEnQ3PIwptGmR6to8Shq9NDq+oK0gJfApOBm5hKDgWA25IbDc4jZXDQ76FlVq9KGEA1EgC3NYNEMmHqlmdrqzXfUtzVFAKIEiiAlAIACBAAZKnh7PltVVTM7MV1g5p2MjRlo5Zfpt2gP2HQeuBxB8VLfhjFCU4WLK9XQgOWbhOFeC1CYSAboQ9/6N+tdb8nvvn8EgOtYxqDrn21XBqoNoqm7PuQoaBkcVzqpNVoQkNLbYhx//7P/+L5/gcPXy6RYRolkq8uE7RuHzyAauRZHZHflN29jg6A5+VFq1G/e7WV4xHGhehbIkmbzrFl83i32472Oilvr97O28B8fbvWso3fE9UimptaTff8P3gS/usyXtUm1hPUipwpSwNyQJTa7bLxuCEOyDbc/Mi1hwdyJa5fXgsRDseD3XKXLwrXdVmSJy3dGzbJnehpOCWi5i6TdE/lRV3JuJ1fhHmcWAPgnLyje/phtt0V250oXYfGadMqEMCcRw22Jz2p7w29DDmU5lmbJRG3CAW2yjNqhnzvlMa1qgoGlXCofRXuDgxY82pqGSdYt1SUVWgSdPIS6oHl21p8lZ507Dy3GkTdXXEk1O0yDmvU5g6MQuSZgsebSnodJ030Y2P/rkrDQDv7QTfDwFNNDTtaKtLtxpCJ5tstZ1bHi17vXIMYJF8mfPBRZ8ArPgPrfbBRIOgD/a/BYQeYEEqiUglwLWwBxh30KgJaizhRGoQmRy1UJqmrDRMYNMfOH+dt7FJfqtIn6qFVf1k1lV1nJuS8BWZKNybhb2PJIjnukihHnuCrWlbE+OjwZINBBSArWAdrmSGTG/5ak+7ElZGgAuAYYI69ALEFYUxULZAAnHYCVaF8W3f6i/ldXZtWkeaOKVysUCDrsl3H2DXIUJeJdP9MOmE+MyhynF2/jrfrVGaZJHpVahskURot2khDzRBCbILjAL6NhG+DIWmVCTJMUBC8+9G9yoDGVZLtFqxpeFOZRe06jks1s6mkRQGIugD8778DWyD+T//I7llQUKe4izACwERMgcm7/SSn3aFcZWyEi8uoqJkYNhEz3IP+cGq3HUq/urNJD3m83HFcpLmr0S610qx45BZ7nhkn9d2u8TQ9B3JfBw1Cq4hR2EAJrlu+2iWkFB0b7DvtzZoJlx4Oia7Vpu0pxy87A3n9ou+Ch12AN+DnGQwIPi+b8Yh6JoElVwLUjEkTOhaQLcmZUAwXQhEEXE2BsjnumW/XhcalqyOBgAIAIAWBUgqQqAYypd2haUo6fu+kTMW//moxPu79+Cfjat3KiDPM1rM1ESJeZcqRumMYXVVGpLxOWNvAuix61qpF2tIcfXjyg8C9r/e/+Xpx+KCrxdnpEO/uKgfYSGmP3/Oy66t8r2G0sTV5+Toedqlfg06a7ZnNeSvVNAD39sj5m8Ogv9lm8b94sTWAI812225EZ2jyMmvLiT9Pi+HRIAprY9wpL69xYC1mOJM6RG12O+v+yPwv/mQ2MRlvoRbJbdi+e+rdXBYnT5Hz+lLcNSff0+fL5ZN9I6poxtzr27ubRXLvkeX3tO9a+4s77ff2BdOb8VG3KIy759dJWVgWNEyi24HM4PzVjWt1rstdN1ei3z+02cCTn59viaaS8hmimdbUNGWz19lGrJouYw6iOwiVVeBSw3YQVzvL/P4ngzLKqWu09ZpI7rlTUpepgGCgj3vibrZ6ec37QVeVTUUMS/KM6GlVmMAMi8ammAoEHQPvOCra23Xyvb412/Gvby/4nn3XVE/fOZwbpH2x9vojNWxZVpXzYvgH791+c7PQzdWobHTUv9czxma9sjalAbXWfNiV3zblLgVVXCslv5v3+6NdlLSReOfvHXC5qj5nTQ3soW78Dpz/P1sPOXWWg1z1Ol5JExfDy1bHZXPfBqIFbUEyACIAGtDmDLgAjf6XP9z+VmH9H1+KPGdt049UXwHbUas6snmNGphJh0P7pz0hAvBqV/xF2I4Msm1lpoBmmBvpyCxJ4wS4LBG1TjvWlPdNPkvK/lSPXlTJzyvDM5x7zeJZxnKhADgIzIfvHVoWfvWXt1+l8XAP5xeJQWQkaI6giYBvkbYz/vDRKE+Xjk7HCrz+VUcMOW4y3wmgrv46b2OE+rDbVeZvP9FfFvp31xHBajrmbxfVw8BwLPLdKrcUcT/oP3wwKRbL3cEps/PNW9FHCgqOjKDFvm3WAzsL47oV8udXIAPg9089BjzLBb94s7PrcL0VorY6lru5gTNidY8V4skv76wnj02jzNy8v7kExz3YYdX1ba5hdDzGryOCS/Ld2+a//UGvzRG2u+fXRdUzXAxHQ5UAU+bls4QZOkeqMXvgCUXIoAce3VEOmEoz48Qu9qakVxGEsX3Q71voT+dxluKrK+BNQdEAorV9h6IS8rJ9+xZkuez7wNLAUCMlbhsOQ25w1QrFT0cmLKtG4JYxm6qiEQYFiilCIVbqvxFm/i//m//41KoxCmc7tMqlbNTowAKlyv1+tY3aJi8mANVxVrEAWSIthSgaVDfcwAoizZHY0k1PaoaJZBWFLPA+7pFffJ1NJ/UZirCGdxo5vyqWZrd/1r/7l1/4P+2DRc51+Pmvo5M9M2/M6rYx/vYP2udLYb3T+ajX/KvPf/Y//8Hqs93t2xlqQ27oNudEupreGIZnxjyssHdKt7HEE7uazatl/OCsdxGvCQc3t4WwbEH1qY2fLxL3k0c3n4nBwJgarWPp8osQ6qRvhRtwfjbSzq/6ddH7cn7RlK/+V//oUVk5/0U8Hhz37ncima3exDgueVoWuGHbrBEJdyxRbioL1ZppjojclLDX6ZUyG4L6N28Ta29iWG4eRXy70LCyNNNpijsBOgNTJqRFrDKZy8C05zz65El4rfb3XRWMuoabrlebjGsi4U3BGkkEkqpMhfbybl5lscFg6wdQCECkyWTGpEFA4NlpDZuKH2nWjHMKEXB0cETR1KgXW5WZWlcvWVYXJm1zlTFzOnAL2Bt4kAOWZ+3E6rxjUaY3a8eotbxar0NUqaS+vqrX66BDsRRpKi0LHR33JE+NrB1QpUN1WYOU6cvQwYeW9ajBiwLfWYNDLb6MXdduWMmIKEKoeAuoEEg2BB/7LugevpIubF/3p7y9TNMGH0FQL5mj43Gg7mKZFBpH7oaXukb2NYEFNGu8VCgFNTS0D4+HaWcYJ9dAbyNWGHVRzUH/pN/ucgtoV4nyxxVsuG4Y801jtoozSA1lSvP094/6J9ruz9Lr9XK+rXWK/cCAFbGNMh5rA9luCu246+zKCu3TKYYscZFWZWHyjj/a5vCLcNfX5OIWmgJ+/7j3fJdJDkiZjyxAsCp5Y5j4eAShqYzpnrLPmGVyVhVWbOSbNiIugoHjHRn9R1bbRttSlYax2V4X2hpESMOHfVVIgiwdJI0wLAO2lrEKGwD0Wdq+Qk6/i+J1qZZ5VzMGIN7t9XGaqgruT+xPb5XZbsq6qfTh/+Rn+1+9jM/6mxZo0W0apSARTAooag4NmHHSNjzDSMeaBpnQkGWpgesALrNGjEjtEdzZ72JgWT377CH6F3/6pmzqeSQJxXZBmlZXOB+4UhJ6sRKBic5sWcJgVyY2QZqpX63q40ACAYXClYYtTfNNMJvVfRu2ChACEQHob+QHSNV6l5TJpnQ7HpTa0CtyuFoz3MYGSjDOozvSpRJBvNrEBtFkawnUSJkhaUAseYcEeoVsODD9omNHW3lzHe4fqJHfOsWWY2vU6Uyx+SzEy+e588MfWyDWPCiHpN8o+xRNvgpfLvNcnoua73WF/s28tbLU1GLtQKRb8vCwaUu5jJkoDa6OH/rP1jemwNlKcw2En6dlFSab5soMv/tuMTnst9O9+dfh4fft63lUFfRBDLBNgy4UgqPF0ukQutrEVViC60KAZwvZ7xukvA6hfL4wgOg15609baXIQx/jTIFt1qPwDjBXW4jhXrsOBwFua1rt2mvQjk+GmeLNJtIGmt65r7oH4dXzzsm9CPZBsajzTQKJR029BJByjrnZYIxVAcEXf/WsOzjlem88GVVbrfSRLu7yXMeYIJnyJMyKVHmTbn84yzKbqJI6ZhHmrcWBaQ2IzqOWIdXyg6l9Pqs8p9+719vmtQlEs+F9rxsBA2WZLKVpQmYEbVWrm2Y8NUTJfdvsvXtA+v1Vgeg80aZeuwPBcKTL8vquzkgXDnCUJhC37gRMDywVRX2C/Z4ya3VxhRsD2FPqHsFmvxYjo36umjDyvL1g1J0tM9fRi6aVdQ1H2nJTQoAMTy6ODZLKhlJQ1rPzLPDd/d6gfJPO2a47GEkWLxg/Ns2Hj53/MiTNbXyNtQcS2apytaEvbMfHV0DJbMYDni6ZBoO6rbx9b/F2p00tUAjE5HrGe/uOVpd9otISCKDGAO6PUfHiLmq1Voe2Ar0Aa8rUzowe8hcvdmpRtT42uDJdCjaFiuqwZCDHJigz3BYjkC+TapneeRQADXe81cBym3Qdqgd9okthEbVsiO4YVVlhJex6u2u7t+vqUTeXSZLmCgrYGYggqHh2S5VGlFDSgJhkOgA+4bHO86bJBRDq6MT0qZ0VFHFiDUfzdb7fLU3XeTEvYFEC2iAAE+pv1tXvHZhfvKrrlBy7hks2Xy94z8OhEPpAv101IyaHFIMAu6UZ19WdThGoJKIQEU+1ADAAhS5EvwBZmDq++sGU3qSO64K2roOe7Q6sX/3mLozKaQ/WDkyWwg9IWlVKk5MAGKg97JDLNT0Pm7aKuqcUC7ZRVDe1UDLRIoyAqUsBy6ZWAIBaQIoBBOhv4AcAAOEmHPfMl3JfLFjdGdhEzV+z/Q+c5TKJQ71cxrJBma1maYR7aGzVEJlAgLZUyaYKfH/z7XUhNydjvXj/+9rk3tASepnZqF68mfMiVQYzbqFOgif36fSx91luNCs8MP23t9WZiQzNLkhVPWUBXsq89dYvnj3L6VP0+vlunWmGi6jTSZF/QuzL2S4Vyv3yRtPyVVgxo3e4iLPFonFGJcCzxdo5HCJTP4/VB7911ivDq733aJ2zwDhz2e2n32geXbbtqDXqzeY+3OKyyd4D86Nd+vS4SI9Am0XvnRV/1aAyXeeVN0B0ljnYHHzkfvtdrHNRMrOerYY/HMYtwt/cUY9ObXx7U/iAkafThQj2Hc93/S++um75kOxuJlTeUjh82CkWbDL2F9ulArDX8Bhaqha207UHuCzb7fNlb9KduNazZgzqQlMpwnmFhaYbfF4T6YJKdcdWu6x6fQtwnCM+Wq4j0z503W/S8IOhuey4VgevR5XL87K0W69XbFut4MbDwNjhq5e5p2NWV+7396ICv/P0cQPNaddS26LNYeWwohE4NWUW7mpg7Tsnx+XbbapfYi3w4TzxX+V7jxA8AHiFmiuh90n/hNb3OdtueQJGRmc1N0olL5qyCpUkwjbQI9f5KuGjp4Py16yb0+s28w998VJoKGMZQxgGrAgBRFllwVHvdLyb6/l6PkNmsCna9XZgDCWsBbJvoOki+YyJB01eVzABcpAWE6HPmAKQplmOP7Cbt7k7NYFU2g7jEkUQUAkaBR6+b6W31bxuZSbIrpaBfzy2b1/sHh501teF86F7/xP9zVeXm5ohTftsFQtenZQqI5g6VVhnYuzt2sXv/cx4c3GsfXq7axs/JJgVEYVFtf2ugn//HXyzEy8zcmS3gzNiBYhV5VU6G9vD26vbxgzyu/xg4PcNOASt2S1b3sF6AMYD3ooHbv7lLzja1/7VL+L9gTU8Dg5HKEmYbekp7Cxi+s5R8emVub3MSLwya6Z11ROQxHAYrttP3/Cjkdnz1eVNxTR3hOtxIM9v67P7TmQ8ffZ1euJGNo02jdcLDAdzmQOui6pkvEAYCY2DumsWs3rSUy0Bt6H0SImp27UqNd7LlXybZN82YJargQt+eAACxtYYrGKyTAWqIKZSw6050X0gNNAqAXsGgh4HEG0I4VCFy8rCoNKBYxMEFEIKSKUgVggoAIhU1eVN2lRg2PHqMDlf7AKA2VUX3UYtILw2DoYdo8eaJbreZU1Y+Wbk2gZv1XJb/MnnV5xt/0HHtjRPzBa6dBzg6wH96ryxGdRMqggoZElLhr/OO3L1oXe8+r3Ti9kVMEQ5I/qtAlD7+P297Sre21e45+02SezKws7RMtkJ5IIApcwbm4OMNU25KSVqoCyzrjX8/Fe7n/3Uuz5HKhOV2907fu/uWfKHPXg47P/i16H1APrbnfyqKEZ2HSY9d3x3mUO9iut1zyypCV4NHdAYezqLei050DJ9vRvJwx9N8F6v4j7OaZFGz96udIsanQ67Ko193LwpjbhQhCtqzO/q4LgzNsAyEVBw7jY3b76ifn9PrEMjHO8dCSaNaPf40L+ZZY5hYAh2WkM4alHTtUoqZFGUyqyoyZxWP8Z4ZZIyFRqEsqcZEaOBCjflHjHLtLZcGAgs88oyA23apVlDbeW65jJFMMtWjA2Phklej53ujkExdGpWyzipwtY+C5QmTIW3n+7IyLu5iDyNVxZNt7ntQZ+xqzDzO352ztjQw2kM59k92Vaq4Tn2sO2NyVxLsc4/OQAJA9mMX3zRqmcoHDywz5zxmR98XCSlHxqFbfrbl1leq+8Wqmrr2W/WbVHvFJ5+8EEe7/hX2733tNTpUJ0nsx3SskiBex+LOAaOcnewM3002c1mg0rDqPitJ87/97tM4cYS4oTg87ydGKBfIRxYCRAWK1vHMjpBcrOE93zbKwdEzBvUVAWsZcHBEQAP+tV2CF9/ygQlAJNoHr8CopE4fzQaLufPv109edrllJNEPNzT395m0oVNpvRWsD5TtRqrSjD2T/+4iev6+2OwmoP1iGaAncH6FmidUfs6UdyDfQM4e6zdo8md1DVE2/Tmu6LBel7sOpJ/+JPRvkosYScySxlVP/i+GA3Kbd2uyt5P4D//eTS+55r9YzodSSuT2aqsS2hok5Hz7UrruJlFm6zQhC1fXBXd/eC7y/K9xyJtCOdlzfC7LoNcyo77x19vPvk+lIv6iW+qfbgJuSPV0Rnd7KAlodI6ccZsCpmlE8rytjFTNZ6iimDf4C2AjmdBgybe2AQqTWsTqR/e14u2WSagxiDl6tUCKKm1hYAAtqSxDG5QJUsBFaw11MSlLSCmOkSg4mLYIRqQUinGFQZIKYUhxAoIBSEApGA1b5ldoahqN6WoG8PowqtZGIBWuHj8ru+1+KvnreFMD320XC0WdbTcafcOjLPTnTdIf/61/qudyT7HD0leukWp+9bewO/Q9V+sq9DzDACpbAfGbU3MCgRWVX6+eHjPmBtItnG63Bm92j1P469Sd3oK9ycfXS8/Bdn95pp38E1ms83SklodQ87JuoYDoDeANbattqXd0a/vP754uXAfDh6O8eOf7T8/tONv31w406WjjRe3kSx5WfZLVDFxHmWqy8Dm2hbZ1xmMdb+M9iaklVff+D/d4UTcvV/PJ/vmMg3OeZxxGgBmCQig/jzeSOXbpBZta5rIkWpdy7TqT9yiLp4lxDNt3jYWUEax8S2e7ML+gbdu6xp3BOxdSGNTvTnq9IpEcqIZQqqutxE4ex5/9GPNrKM07EC/bXHZBrrD/WIN7Kk5tDLCcUjF/By72ITuRJh2i7YepiPdJi0zOBQU2h/0g0sS3ca9zEUKA1dzLMHjlWiZZtjqbALnabkrZVX3D/2cE2ojx2qzdLMuIqfnv/71fP/Izf2w026IBZazLW9ZpBFJcY/oslFNz/beYZdY/tkVb4QadoXZ4I4xFsZ710l1fa0dgc3s6lI6TVjPZG5oh4ewUwkq5QlSN7IJpRvf6t1uPtaj2VYF/TZB1EINEwiCZLERCU/xEB33c4MifzyyRllbGSPtaFWvtiygFrWITNgm1Y8MT4YgY+mPDuSy1JYLiDIVAFAraSXhFQABAABJREFUiZTUqIxT4Bxb/La8bUDnS5X6aNozT3yWbZkIVJqo5zWO17f5OvO9Xr2VEFBLV7elBhToKXQtYdcFJAeYAchpuqYnj70kstH8GjYSvvPUZt/WF8DDCDegNCVmimyl8whceTDLMH6DDruIOZJX7f0+/gfvaDaZ87pmPKui6jFef2W8XMO8ITtnP4AA/uhjzYvApsYDBWkEZUMEELt01wjasaskzETRKIMut9WJb/Qs+KN3TEsUUVodHhnLGO8ikcLK5uzpIdnNl08mLkCjHkG6q202Gl/mkOiB5bw9jz0bm74KN/zElEjIQK8hhgQAEzhQ16BO/IGHADVhVZvVi51Ud+z+PfDjT8DtFyAOAUZgbPKTPo8E2LYq24FVqigmW4Fa0nqGyjEGUikoegExFYFMCMEAElAKoQCGUigEhAIAIoi5sjgcNi+3i1YHw470u2DS073RXrKBb75Iv3xd7Vq8zvjZxDwIPAeb04GpY3HacX766PDvvzv94L5nTllmsgakwG7dAx+uysePT3fN8O0dFYDqZVOFUaLjXV1lrzfDhW4tLELdzDPX/f7uBx/o007NpBsmYd4d+vd6M41vlQMix1hURnwe5hlvmSpWqrnkVNru+rLqjx58QX8cnT0qHz8pM3d3nTqGuJ6t4xfXTKrrsBzpBWtXPN4Ya9y5jenlthDJjJLwk0ebP/wDffxecAC6/1GC/0ey+VuA/9srq+E6IXVXHBxT08Ka5SBIxb4xGJssLKtlRNIU1rRh1BhrsajqeUUVHvfaeHFtietVuHvydAQETNH05jI7cwjLGtBUSkCqECCsyUoN4XKxQ232058FLz+/vl3tTJl5BnKR5TA9GA+nv/8BcnyeinSXHfaFTcwaKM+uPV13aZ9KD+rQHBm6B7si1GNoI/N03MM6gRqdZ4Umc0tT417XgY7YJUKDOJh2Jr1otTR7WcZ37pm1uax1hps416loSnXzJzezOhabNMp4Z99EhmiAJNgImUza4suvqrttw35rD39gW5/YiUvzXEbnd/CzmbpK0l2VaB3z6ch/QgJTjA2ABKh1p7gEoOrg/kB/d9/FBn+4XwedPC054G13CnvHClvrGCIVRfHb1paLm/hOd24AdgL3y7lyubpnTNy9d+6/99AxHb01jLBts7xv8q9CFSZbjd1qOsq3IF+hdYKiDIxG1vB/eLj/I+BhMC+wUUgKhXAU76KrLfgiBCaCzfM0FbW0w9eLNbcHieYuXm9Of+Lc7OQhRR6GcVQZBljdFYDg5TxMivB5yZW0cOCl362TNIOiBpJQEzUNUPfA7Al4G/jKHmJv/Muv224XPLDEj5y82MZrXGeWWFelYSltyPbefuFm/7VwduFW03J9wDt903k85jKaY1xuSrnIpGPxOrxTmx3IlGqBEuk9n90b87u7HEIRcXAdFdttedSV75xof/d9xwRgfcsbgnxCVnlte4zw2qFGNCsDmRXJFpn1sNteva0ee3wVN4SCgQtYqxTGBTBJQJkGFYDYAH8xK//Jd5ya/v0jvFiA6Ar+qEd+4IBTAfKILVKpuAQNqBugYVmWfFcpQ8dYgQLKrK48wg1VJ1UTt6ISAkBZtlIBIBTgSrUKtFKRsmTFeaIBZ9DpjLq4L2CMwMvzxpfEMUDbVFlOOwYLfHy7jARFHmAnZjvtgYJpVAtOj/hrrwwrTRBBBEdJNYiQBtDldqPvWa0yCEl+/terp2d9m7HzZbt3cnK9pf4AY7tPhjDlLctG9O930ldVzFT421Oota+u60gaoI35TCAr1QVEmp5mKIqEYcBMmLF57L7/B53R08v3m7OvvqxU51dfAwXDxHaDaPdwJ7a7FlWEbPU2DbeEIlA/mpiOEVRevP0PSadHtf9S6P7J1W/YWXduPBft/1u+Et8uP87dv3e83Uq+VriQfoZYVbcHPZ9JqlwTUS0uGl9bFyJbpPuPjkBS7Xa7EulXjimxtrM7Vq9l27sf/PbjarcgNqOaebw/vs3qQaCZTb40EZQy6Nlf/GYxGLnBpK/JhrXSnnYOmbxN5O2vF+JuM3tZJKIYdEhnQNclqJgctTsc0M8WRUdowBopUIxMb2DR6DK9DudCq+2BtTdwLGIuypjGNTrUcKJX12HX50hgezLJvg3f/x2X7SoQ4HpXRneSeHQdR3SCsT/YrnIkwHzRUEFBrjObHg2bCjH83wHk2Nxdhb1VzR0odbzKrHe5g2ElLubOIX++4cVWA+u2yIDW8hNHt7dkpfNKFE3inoaqEfTFpwsxMg1i+MqsG8SQ4IAA7K/TmBjCDW/Zlh8O9Dc33+1/+P7tt0su+j84O3q7egOIFvSmUol+odLoihMrMfatIFHXy75rIoXvEqgbFGlgHcr+//nNfgsWCMYMNqUKJNtsgarlCqP7pmpsKX0dtmZzV7tuC0QIs5po1tWvcNf2ozrJVtx5ZF2/LBEC1vtGu64ee/JlrYAepKU5LSrLAAKhRGtdg9xswYMf23HQC14R9SZOc/LhT07yy2VPJwUVvSkpojqewKGt0jn4RQyMGHRUCZykzO+tz4tBxzRgOb+NWiGyqh4OtO2W3u3ACCUbQJCroYjrgFxnhhT09MQzMSsp/tGRPXVwnYm/frV774F1PKJMF4VEnGNUNwplgOeKaf0AbFLWd0A3ILcrsec5TuBV6/mJDj5dwVEfeF3Ls82LefboiGaNlgKIp917RyD8drMJZUtAbat2xc+/RYojfczfbAHXgZQAYjAZgTMLNA3ccpwVgBfKIaAoUZK2BLa6hh0dNAw0CiChJEIQKgCAUoAggno9o29qq0Vzc1ue5/RqV9imHgyRct3nb4kG1NnUK5V6uc7TbdMx4dbhjEuIUCEhYxQMe3YjFCQ7gVxfu32zGBxPxl786vOdHfA0lu8+2g9lfZtlZ0f7MpasLruoNqy6RjCAnd23fmYxZJlbiCWs6s2mU4l+i3aYM6BAinc6lkIAUVBUliVNoFPAwS3sGcblgfPlRn91EZ/qylZOtHK5lVVVrWvResU4goxFudVD/+4/fLxM3fln306ekgN3k6cvCm7DXyc9Fh/8riWXeWarD32xZDtLufnrdGh21seuHQu+aBq2au+SybC7xqiRDNt6R6ID38AuNSDbFQ1iMqDB8KBa3dVRXvYdK0/Sm5c7595kex7bXVshGJU8YsaD1lxK+u3nq+l+z7IAS6NUVY7bg6YLylpvi/sTcJOZK1wv+SqXgR0BjVpxhupDZ43kPLo46T42s+L85vK6Cu8Px9jQjKdH+we9JBJ6VjJaeQEWEsQXsaGAceAXRdOUKdY0+16H9D2DWC7aNAhGvEnyRudNXnO8zFqAiCxxpwjnxND04NRbvw1X32dND4BTHIf88CmouZluhn33wN+469uvxf2K/rB4Zw+GK2RZsIDqtkySZduQDLZAa+Djk8F5wmzX3H9vuG1yIMCyVWq+IDrUhibNGux5FWisGtSszbJMAXq5hdh3q035ttoyDbxah4+Zi/q26lI76lpaV7t3cnc+J2NuTo/kckFbs6A6TBLKsmoGnwFg6ubjPllhvlyXJoQHPeOAV59FQNMkrZgOiHANy4bxtjUPRlpcWSafmt7A08vzhbZXixl4Ac3ti907h+JPX8aEOt6k0/z5HymlSg21HiK2lIwHfbi1TP1Sc03dHFqs3NXr6/0xQFW93+H2qgUS1JzsED8z4Wym3u+A7Br4PfHq9rpvDWTDS0FRiSSsohwTrhwNKLNdZUARJpaxYlgH6vdGSIz32tnKGLnreQJLfqtpfV3de6TZMF/MQKqhkyFU08Hm5bqXN5jYSc4P+/qbsOQJeKi3W4+uK4ab1NLthihbF73ALUuVgXx/j27bXgb0y6hWfKNR+L2J3h/28rT84kr9ZxtaVeq/5SDDjL2RwUzBM4EdZJgoKViSs5qAOAcSwJxTJJHjUNlyDEWSyZoDpCCAgCqJwd98foPEkIAams2Y37XNCsxr7dTngGKgcS6RAnja1QGrTx45QtdefJ7ypl4uc9Lz3GPfGQfhHeTzWAaK61SmfDqpO++N85tUh0EwgC8u30wsGCW844rjIU5nO65ZXLM2ZWXHYPxoUi5d1RsMtYLkmw0yRFbqGGQGUFK1mXRglVdQldIFdS5S0TJeGXmt5El09c0f77vG6cWr6ZvXf4H81RijRupr0giybVease098Bm2u2/qp6eo40j58OhuFYHvviTJttHC5ashvE59Uy7mnXjsbTrb900ZvSzkdIE+OgtzBzzLagiF5kKrUay5AlgvSK/v1zkhSlarG1enaOh079p5X+q4qXZcgGYUoEXEYFO144Og2abCxHlqUp6sOdL1VW3U9Xrfg5aLtmFDMRmNXM3Cpt6CRpxoEEKQfN5EkAwxMUY0Vb1kI7GhdhZVZeQabhhoe4FNtsa7+8crcmCXb+311WsAjh73871xeR3mUWsC6HRJ7lP+tmIlti09nue+13UEhiXVul7EpV3xShTLq7VULAq6RLYICHNWcOdx7/vH7BPjJhLo+kLrMPZ3sPPbweKfr5LtWE6P376Yy3bR/aEa/u/27j9Y3v6vY3YNVjMQAHDflvmIzOsgD3Mda/UuO/rhaSL0q6zSFzvH9fBcyV5ftqlh0jKnzsjUoVSvQ2RKvslsxUCzAlHmuzTOrUbk67xsnfGogjxa+VA0EO63O1Jdpfa+2HRmkW30msrPZMeRbzmnKteSqtpsNuWp7/YM8+TQfhtGM4SJEn6PbHa+PlBB19p63tSozePehLIszQ6l38sLti+6s3LiV594+nnavNhiHR7XnMlAndxVO+rZuBIN80dg8xaIPVsvBw6wlO68+cVz/ak6wm1fB0KBigMSgbUkrqb2p+jiGjZLsaZACj1qmd5XZ5085UazFe5QL9OqBkYjcMFqzdTtui4bpJvYGJjRpjpfsgdu4XStxU062KdsnddtKIDqSjC2wLavF5fNk+MaVOEEhoQBIBWsa5hIV4GSgl8XoJO04yPts1n2Tt9elMb+sGmzhiK4brVJYGuOJ3Qv++bKaoTjGkzXX+0c0un+zkfo1980C+Jsymi3TUeCRA2dr/NeRzVAhgwYGHUpOO5L11cbBnimyrI1CCy5EAo0QLOgkFIIqKSECAAIIFmGgifttyFIZsnv/P0pyuOAwf5U/3qZZkn9u8fTh4+dz57fLWeKxtiHPOHYNLyi1B2u0kWiTPfoqf/mMsdayXSyi5ryi1tcyfGPJm+/Wb7/vT27Dr/8qkIZXxfw8aHXIeXD/d6/+oz21rFEHp21wExrXDhSmTqMFaZSN8Lwcp7RptFPelFRa1RBU9VYsavQdfuV6cTrhWGazl9G79fL+hn7iZh/MwKvhtVoQwcs9Maz+hE5/Pen7VUlt3FE2Iv5uiThN3elWZq4qKlOUVzEunDunwxOTrXLGf/94Jf/+tyxyOpe9+R+Bf6TefC7Z5d/pdIUH44DYRcPPO3T0lFJ1NVQm1fxttHv24SB2aL53af0l5fzg472FpVDVvJSfvKB8fzTedId9DsRS/IlwzqUx2dWtN72uuLRXu9lWIOa/uB39nWAkyiDVNalvPh8RTT1YOpashtCQQ/whnT5uH71Zjkv8YOJ+zE9rjsBAH5GjxvDOsXW6Cf3/+uVdfC+V4YLa9NvBTjZ621CzptV+3U6Grl+T1usxNPH0+H798wcJ1FDVNvVzdooC8PY+959miQM1G0uo9RP+mdHgzGrtMtvFEwGkixYxugvm/RfDnPxU/WLCB0cABvPxFUVltkfFcG/a72tQYnAyUMgbvGzTGRrHmhlDwBJzd67Xcb5JsVD37aKQVJW9thv1zXtenRR9PYceLnp3h+9QrzvmZxQVsCgiTZt3acHQEtFoQeGu7DIrs1Es/tYR4aizcWiRsmoc0AXc9ozVXJrPxi231Z8cpL0a1STzk4IT8v/4Qejv3wdZpvTD73ZXyQFANVM9fdwKsWkDfbPPn6q4fHAfPPVndfL8S4Woq1u8qgf5Ck1qWOnyR8eHxz3nv7fnz8nN3GMqwRrpmS7RN3TtWcJ+9n3/Q70mgrcbpKyiU89aCfAdMAmBlsEbiCAlRAr9/y1SCHoo2Kn610iedRq/Fbz9e7A+DLreCX/nd8f/ea8FQyuUoDS2oHEokzqRpGVXaMlGJdpneWZa4FszV2HG2swD0Hkgos7wGX7P/7E28TZy/WSNuLIARUGowmQJTAS0JmAsAYhBrBuVzV8OtCii8rBbM3807Pu+i2DtWWy0DWLHuYeAiirtzXUNIAZ+OY3rduHwGlfRV79JuohmEWFdaRdf950e7i2yOGQslXTAlJqOE0EqIAQgmrEsCHSSBJBUyKpRCsAkgojACEgvDE0zT0wwY/fd17+Qolu/fGH1maV9FyuCfb6ptnlrWuoNy/iQd/2eobR0SJbYcf4PGFlVChQHt7rT985vH17QUCR1EpSfG+kiXU18sfnX76GrGmL9uiRV3KVF7IJaPzVWmPWJu4cuUfiIcp2Ra2BuAVVFZkCIC5Kzz/0TWTw9evy1JMRQUInKKp/4Dvfh+gvF+E3I9ARu0+cKLjbxrJKwUtdr7wf989e3emLpZ/mHw3d4ru0XmjfFu5vvs77EHp62ZkOi+eFEp3Bgav7RY8L2vGSG8BaI1ymTdGTFYbIlJ+V/lETFUmHOK5h0m9Wb3YqItLqGr3DySosWTYf21qgU5sK6VmfXTZ6I2KqRJoUQY0Zv4qdGLb6dua5MmnAeM8MQMmicmgjR3OvtkSy6p1Ta/bq+nTiA8O0a/shpMOT6e77esHr6s/y9aVEuc4hWS7h+GRMDf/ZecLC5PSJJTAUbdZDaYXzq8skMsi47geo10z2nHaVy9owUUJ9ew+XVRMmbHIy1gstvo4Awti2RN5AhhCyO56K1slu02YQdwj2na7V6ZmWoWGxaXFNEUkKfwnY11orH8rPLeNtShd1UYVKXdSm5f8lm902xi3p1Hy5RYAJByauQYSuMkKA6bv+uJyYGFVeUmd0jw6TfF14Jm7WoHHsFlt0xMNligLbPRikW2YE2DbpLrzTUZuG1yYkEtn3j0eLbxcx03LbbjPeYmXUoLO8aaByDA20kS3MRSSCo9Tpr9urhBd5ArSfTBBDWsyN+S9mhTCF4/UedcWNOLHwiDr161x46vY6Gnccfi25KhZp3tO1MtZ4RdWrgQaM77YX7zn13+7u/7LQANlhjLmumxr76hnXJhT1/E1JaqFaULqO0QPQb9j2jlptW0ukj+TrCv57fTamuPbAXMIl4rtIrAV43wIZr3hc6rLUNff6JhkP/WReC9cCdWP3gm2Y8lKNDdEUEjBkajt9XyQroNfoxSWwbaBpYF+CoyGYvLOXlbrIO3/n8JYDcLMDImrvD+FNprAGgAKuBVgC6lDtOeB2ltS1+qoEpg1qhTVepbMistm9I3eg47BukQ2FiUlVJXHjeFZa1RnltON7753ETciT5r1TsCuRb5gzoIqidQ2QtySNFRWw5QBhnUBQMl7nHHBE/kbLg0ApABXAQJEW+D3R/ekQp2Hz3GZk3P061MJL7h3D3v5mNiuEHUQcNpimABldp4ex1MyqbHWS5maVCT4ry/FAB0uHVLjdtkf3jKsrpu1bZ6cG5qVO43iXvbzNJQKWw12/nhzZQ8bynaFYmUsFeZPDFhB7MnCTXbq5zQmveNkkBfMHNuMVR1DPCn6D//C3/eNNurqtJrBOSDI8ABXjmzv9rSrtf6S63yP9XgH+WupLV4sdWajteZVWMC5VUagzSzOmdvws2X+4Rw/06vNr04dWQKrNWse1VUi0L9M3xTTMN5ehc9YJz0UxB9PjsTUef3hY5xpslLaYZSonmtEdiUKv8UrwUkKVyJ4vr3dJj0hCdcZAGiq9lQcTrcwaSrUeVlWB+h3cpHLWxpmsHh3p8TYZ3p+4DlA2x4ZeAAMFRVPuvmjY5TJfvY37UYybZttarbT6vaYMS6hru6IlTW72WW1OO/te8bbu5bm3bno2WV6lGtaWqD6CmEeit+dEr+rpkzGPmnaXFrsKYCN41xe1gqqREHAGdMsJRrBdihLoqGdiV9dFtQOYHvrsZeZc8pMEHGzT+fztFzfv19rve8QoZAHw1Z4K7sVVL9WEEd5ti7NDK2pRumnKFjesKDW9M3KPfPv6EvgPpufhLZW4mPOOoVCZ4LLlFQcSEo9uF5G/P9hc5VW00D6ZggpaWzL1SVjVtVBKlFd1zGULAJcVFbRI6nKEyW5X9gPhhFByNd0ttrihStbbpdeKrALYkV+8WtpLuWvNwempxfHhXr/OmnJo/uDp0K3QPbh7891d2AAC4NG9/rZIuhZvUlrnviz6d0D2gOeA9bf5qnMgHehHZbdt5bqBoKkJAe91VX0lGlLXsqqiqFNmdGbdlV6R4aFdlYUa4gaV8O0d+e61ePBJo2lqMBKLBKy2tB2Rr88rfwBjgOOdMK3QzvMOdkzPvr1Roy5oESG2Mlrg9bBTQqLj5VzIAmAkHxyAlgFfAyYEJw+1+fFxNavo24WIpG6DKQKuBpIUh63o2VDX5BYARwADaFXFdCIdhD0fCSguv14RvRY1kETlRdsZ2uGqkZCVKXRcnFQCgYYI5qpGb8UywZIS79h78XZXJzBoattFy0zOdlJpqtMF1KRKCZaLbdMiCiQASkomlaEBDAH8b6q/gEiNVJoTseX7H2P7/OKrgm6bo8AwXn969zs/7Z9+5F/smjdvCw00ZZ3RwGY06OnajsfJ89tN1TAdNutUHhoWKOOiNSlarOPhvt/YUuSrstycL2eabpyNvX0T3qwrWzRRwj+/TYXEhxGePDqci0bFTC9o+CbalunoJHB3yQ0TY4tjxVsl1XXha83H/84jtS3YS34/ZHORaJ/A0uSvO+7XxwbqeN4PvMcHvf12nL/Kbm+LX18VWMAF3a9PGagYekCCfqbyzbt/YBaEodcxSXN0bMS3OyC8ocPHHjWK9rWNdxeiuejZ9OnYIo9+z0OT4ewyOYOrhEa5zGJDGbbZufdUXW6uv9qQI3r4CMkXSgQjks0bpBcrClAb0NTyVKyQ1u08PNCS2xAZ9LubYjxApgaGPvA8iBs9vFYO3aFxtQvSdnLMsT4E1gH11vYS+OZmve0h3JueWpYMmu08m427986e3EuzNpzfmS5dyQI61v3fO31vr//q+UKINoFymOhFxvb2tfOvLp8cODefX3aoEfUo8shw4JKWJXklcR2pFhEFGyqTcnJCC03Hu7oXlp0D43UGut9G+T94evz/Ov9pkf69ofavG+vG/HBp/OGuudBm0hi3e2x3rLcTzfg8F0WPrIuqDFVbCqjroqGY6Adj7W6C7TP78i+X40cduEn3vc7s22tL1b33XQIstCvfLqTn+mMT322jVm/t11UrpTVyrgeE79BBx7/ahtZqXSHVApXUrqaSiipVP6j4ut3ubjA80hS6a3QPLOvI8k19D6NlAk1iq/XhsT7wRm+vVKFEfO49GWv//f/g+/xPf2Fm9episQYWhO3ybqc1EeuinGzYSjY1KUF7B/IamC7o/RAkyVW21+ofH9p/VS6kJ+IdMCVour0MnBj1bdXebXftH747/Px8x1x1cOTe8x0h6msYdiYCtvh3u2JhGgSWqIRPPbxP9ffc3LbAQip3VH75J9nDjwhdoq8vcq/f7IAQRfHeB8NPv6iBI4kjDA23O9ZTQNlAOEBKAG2wzanu9Kje45PD+IvPfvy+wVc2mRfLGlwLwD2ha6pPAUVknkFsACClBYlFpJCiaATLq8NALTwJuXJTUm3r7juSNIxRhYXKKqnhmrcCAMml7Ns1akCJVRUzpTv+AGwYuA6zjgFOH5LBnnkbF6sGgKbRINB0lHMAMJJSAqF0CSAECAH4N4npIOAfaOt4nv4/flne69u5sWfhNvCiR7ZzwfC7Jr/diRLZyHLibAu2pfQcCfIZz6+a4mp2uX/UF+7Z9c7BBEC25uPpBlN2kUxPrIQZg/2B2Wfe6vZ15e0WmeVZO4SbEv7BD4KbJF8Z8GouJ0q/DIySk9nQ8O6aupCN49fpDmKbhVUdVnsm7g/MdLG8zQ+/vEEJ4E1x09zVFbHn5Z5+doC6V8MXCxrfzr7rtHarj1NpQn+sHFe1naHz602zAMho91j75mrVtErvDd2/67Ffx0GTzOy2jMQJ1rSmHoTsLMytaQ8fqAHlXltUXzzTob7bkbobkDE8jLOqEGhedH/64L1/8PTFf7WYza57A1OHwBwNK6gcS9O5TjCftYi2TROVWws0Etlp62JQxuqsT92c321ziA2gxR/8lt14VO9pjY7cgtUx9Fut63a3Vk+EJZi8Y3i6/7ioSrtXH0Hb2t1Gs1LyNAEBGvbPbr/9gv05/S6Qgx/58yLsLTlUqNH1F98s++NxilhvaiTZrigSumpefLkMTvv+nt3M9BEyojyXdWGPUJXKanY3PplgA+Tr5sF9sGyWJ1+196f4dAnaX7AzL/zB9uWvC4vfu9ciqnMZKz/jmS+Kj5/a9Hl6s4CWNVzCTLWUc6kPh1c5mLwt4gE8+V1/9fXNNtb9uoSj4Qe++zpTW9laVA2dhvvw+vXaGE7QHZLhZm1oHa5bPTfR+w3WAUhkWEFZKiClW4dQSYZ3PKZQzpXpg7aH5ZbDKEaS4Io4dwYQbWttu/UvVDEA4bNtJxke/+x7md876ZbnL88neVRvi7/Gg8/v1hAm35t03cViEMN4oOVGecveLvwHsC7DZtcBaabUBLB3R+Q3V/kTx2DUKU76zV28i9ne8arL6/lXSVvjO0TVI81KJImaf/6S/ztPvKzRb1alQuW/faM+eFdbBaiNyMWb1jNqpIE/egH+px8B+a3IptpPdfk2ZQewna8bk0JAVHVXEeL1RnsoLvlOocou22g4oZlok5BzjohtFIbBqVZ9tpiI6r/6pvyja7gvtP/tCdvW+nJD9SCnrgIVP/HMUDLOoUKUS2F73K3J6Yi8SaRLUFM3WDFNE6rMKFGIUUO2ZQqlpYfLndXxTQVXrfSMBhZtkaO0aSEi2shUFAYaXe3aFa8t3hotbBhwbWLbkrRKCJ6lAEFAEIAAYAQIAhgC0kMIE23Udxe191ev0cOnzu/8iP6n/2p+OLAGFvj1s6RinMgWSW007GRMcGiFnI0MjIauUGOayifHulk0hYlVyQZlKRJl73cNX7v9KvcA267S29KFsnb7tmfitswh9d/OKwaRTkP36MyQrZFVO6a8NO7oBHF2c1ePIZYKRKaY9giS4Aobbs826/Bfkp3NVAIFvxV+RbWPnvJgiLNW+3LbfTWLNLCKQJ4lw/GgJXxlJPO2pLJWsXhNgI7JWhCtabqh1C7aeN2mqmC364EhygPc6uJ7D2mgS+RL5/J13oHhTPlR1nFG2J0avrPbhYtnWxNLGljGr8P6B90f/HBPDvU6TZKU6V0rrYTNYVmT2+W2rgsiFLHAUoBBJq8l0AzwwFBR1t4x9WSKi+Ng/psqrqmhWXgrXZzEts4RcoQ1SbkCmjw7qxHXfQ5iRWqVhcXecVd3dfcyYeOh4lZ23ZDJZO9vneZ5tlhmuCKgbSKh8ri1xrbrEWO9TW9qSBhFiOa6YVjtbNvoFVKDfFshh+pKv4uTalN17+9jFidN6xvW3dfZwYhaXSaelzZ0bBudluW7zs1O8Ys7NuALehe7gc0Cb47C1xdprlumVS+3ja7jSpICAC+p3Pf2cM/qlPDF803HNHWJom05/d5otpA6ZwNEEeCVIYtUTe5N2RKLgzOVXZhhy7C2/ertg5Gd8vRnj05uGxDOM9/F8+wGQgAwAGDRKKABMJBanKNZxxC+oc76LaTtywhqmsQlXDjbsvC8ycN/+D2eVuVmfnNTEpzSjTpohsXdXSbvdNu9ZW0fQCyxuS4vrZ43gHtl+G9ExvRtWPOHe25eglYDctBbFKHalYGxPnqvDxYs3SWLm7wy9/V6mZ8XxG45QIXJTVTDrRhqMI9M+3Q02mt1DcndLfPZZg76P6bPVrIV4CYFFy9hBQ3+Ivcr8AqqHDVP3gfza+A0jDd2mJhHyOd63hbZwSN7HjflVvIGMstdV8QVxeISmYG2VfCP7+IVoz3N/aPL+JHn7hVAm6gUlJkOqrRyTAA9gphCCgGTWD4s31SgNxBN0ZoKgNbRZG2YRsFLySlRSqKSq+mk0yjCohzpoEAQmUYXt0kkKimUruqGXjd62ginrpUFfN3YpCJpJUcgqZSpIUoVEQooQDDAf3NoICC6Ii8uk55iwf399w9VfZX/5/+G9SaBo1eh6kbLptNF3GsAAw3Glg4MXe67lkqh9fHB4HZZUyVEtYvj1Yt17/uj1S6CwHV4+erbxdk7e+zqsju23IEMr+zXr4vRQEEF+2fufFUZdsvSQs12u3v9SrZFxscfHGvnty9fLsauc3gPzn8+O8QSQIkdB0x7gxTk/cQ25s+Z9r33uq/exKwTfL/J0tfptMmmNp0s12/3q1C/p969LxsxS1MulqgjKXKCx30UtNlVnN+uOmPPH3cHw74t0eW8sR31gKiff5G/95j07M6DJt+9dWQaGaur/Ki7k5hut96pnOUH6dvV6ZCfDqw//lZ89s2V89Vs72nfbtmBrh33yNuV9fisLzBa3G1yJPYaLQyzZNcIACoADACcGnxdgYcH1n2/evVStK9npRNEd+W+21O23QgNpg0addSamYES62Z7G3UMWIuuAXs0r1Ca3M0Hb6M7YgNs9c/6Tivq5NnFxq52XSdo8Nm+v40Luaxc2kjE8zoD5/H+wEamI3U+HeuzFGwyspovpz1NeTSOa4jaCSxI1928vS07Qd8C21Uz6ACr2/36n332O4ZgGf+57doWe0jOLzc3WM+AO7oNCWAs75pe4AY2TlboPLP2uqhtZZY3jGP8fp+nqYCNNjzBorsNV/vdAE81o8rRam6c9NJUj0pzdNin391REM0lPOzhy8run2nRMtUkhYVYpYmx5ze7lDP88Q8OX39xMRPKGGMD1KQEbAMSpVogaVRasMyfFUizZRoDiDKF7h3tWZhY9+4183ksV6wkaiMaAMsteCdO/m9yfAui/0PBr5y6QlAZgQIEj4zznJ0c4/ZZpIBkTvB6nnxAyXUlfvsj+09fplUhv764hZr9/vH4+PhBbi7++K+/aA2N5UT0WS7AhlBVFBvbW11tZ1R2w+K723j//mG8Ab4Nhg74sK++aaTrAAI1NvaaGM5S9pvX9eU+yC3w4RjTmSAdky0L12oMLBmrTnH2JlNRDagBGttGrJpY7fVONclmj7e3G/nAVf+DQ/Cphg8i+0iU89p8dd4Mv0dHBudUhQlYpZI34v1TG9EWdPp1ubbDnPOWKpA7VO8RVe7ylI9t6zniY11WbTuQ7ctU7vXodlNzhnXVtLrencCbSyUjjjTsGOTevaBm8c1M3eRMVKLvYFtKokhdSYKUoQMNAwQARpBAhQAgiEGvq7cOfns9P+11jo7q+QXgedAZe6tlpXukzivr1DKwmWxqboldXbXYAtTA29p/dCq2WRvF1G2GwaF2MU8FevgOrVb16KynNlkcxzZunv9ZJIAxHjutXruOuV3viiqVPUt/9wydwwNf45v4yCbR20yEzfd+tK+lyadf3ByOMMI2Z7pv0l5hImndTm38P9PAP3tzJWLu4IMO9MYZ3C2C20yVi7c9IPukZ9mm1u44q9sC4BTeVPM5dFuzXzDR6H4Q+K7XVFm9sdK7Xb1J11d1rNTfI/gw7RLQ/3TZ7JhschjUjn+1U/4k73hXYePL2zoTnJb/+C/kBUugLmfrqv5N8YNHo1WTnh2Oh8I0mmTLZF8vxme+bvsLLp3rIk+7r67Ov2jze05fpLts1XzG5fQx9U1jr2c6niMaABKOhqTTd8sQACy/fHZ3e3NOpYa7A4h1ui2vc9V5MHDvmyTRXie0Too1lO6o2//4Xh70ghYYA3a3K8ttwVlDJaOxkFswHE/p+4YwW+/uRSdqoj07nrktD7yE5EonEuZ1LBp6t6xdHxpYbNfJyME1Mf7q5xdnGnZrsUBKorYU9VcjGw3H8BIV2zYA/bMfT8hxc42c3Xfzfpw81NBFSu5UaeiNa0MR1qOfnCSLGu2SSd/F3Fne7u574rtfxN13pk9oG8fVoULbb2LmU9u17CLJL2cdNGht1dFg9bPT7Yu5KLFKsvUuIpReXdzVmknSZEK0zZx2e2A0UXeWXdC0zgkOGdJamUYGJZruvPO0X7W675r1bpU58PV56jo22N5ogCu9swN9B1Qd4L37xD/fWjhYVDpG8JikCZR4Fba6Ao/RocWnU3TrDYOJIl98sXnw0Fbccrc6qW3VuirV7v/w3n8wGdx+Offx9sv17nVcmn755OwY6mLf5KIIOd/oHfhn36103X0eyxWvJss6k0DZYFXLSkb9qRlOHVTqpigfdPjPqNBc8J//QhQOeXzUaGnqM8iBwWo2MlShGb6jNivQFsAxQEAAknc+t37y0J9fpr9VZdOptarlFqUHWLYZAIRQxYaBNu4rTpTOaxR4Bs8QrhvPkhLyWtAWarqf2B7jK+TTxZtkeuiwBpcIVrUK85Jjfc+Xb6846RFsG6M9uYtlFbah02Ldv7lSg76sTQA7WG9VURllKV0bAKmQUhgAAiFGEAKIICCt5UpiViA5emi0S/rpSrPv+0x567wWlrBOINvANIfm2LDGGtXq8DonyQ5NVFnj9iLGmsEF1UBjS5Uqfe84kLEILNrBZXIb6xpZbp3RfU/I1iBtkpZhUjmYvHvqqRw//5O1d6+f4W5paZXUsWD1im+20fZtNh4EmorX83rsmgJqRavXLmI3wj9yP/7vfrTeFiODmPu03ZTDbnbxOvYoErrnQz8VolwznVS0idmLcOA53fcsDco2FnXG8h0MRtbd+S74oZ3hWqAm0Okn/j4Jw7LWKlPcqJaBWOj6Jjf8Vuwz1Za4NmuZ1rVOm661e5EpJObRCgBw7JN2UboBKbdm16bRlsNWJgxUmUwrYBs5loBz+Lcmwd1V+23KJBRTgJ9aWlWLdZTDZQlPKO9wAFoNZV/+ZjsZd4ypcfzU1lD/atuCzgAFXgqVPvWZXcuJVgAvINjOm1yK7DzCivlAmoG7W6aslAaXjMl1xAaKGCmYnHaKAd2F1+BtfASAPaueX8iSB/r3dWAoSKRToCr2B+8YttUkLbdtu4rri/8fTX/ya2ua5edhb/v13e73Pv05957bRh+RkRGZlVksFossUhRNWgZhGBY8EGDDgAHBMw888cAjDQxNZHsgyIYNERAgWibpIilWFavLLjIyMpobtz/9Obvf++u7t/Wgiv/EAtZ6fr9nbbCK4wKLpQUcigQQqNV4u76dAx93JQ3YOMqRmCxmhwUuo14Kne/KrTbrnlbbBRfj/pE5IWv3ZC88X+UCgs0m5J78bZL09+wD6r76ehseOMaA8EDtEnT9fTk6CrNVStpk8xZ6FGqRcsvq+Z7WGAFAXbWsGlyblBqSmUFkFhw2RVHK1DQ1JsC636NVlWpNzNF7DzvFguEAW0xcbGOnBD7l5V1ihWQ+bcpe83OoANDfQpRczD60duamLrvuPa83nJd5EWtl/sMnh4dpoFM6Pj5d77XZm/xkYH9ztu10+//gw4NwGFXS1kisb+jO8ajbC7//7e3v3z85vLm8nmddQ5YaOmPzcICJkCep3kp5fgnznPAKvExhdQtrpnY+EsUanHjFtmVnCxQ5jv1t6gTg1QK8aHhniKbLi4EJd4lxVmO/4zI2GIyCYn7dR/UG6REGUoO2kE3Z3N3g3X388ND8i+eixMoMOQPAAEZVcmQalOAkZdhBoiRR1zEpV2aOCCet1LlceiR0jYttQ32jFMKzPOw5xSoFfU9uGqhoJeld3NiDgHHWrtquDWsAPQI3pYRWGzlACjj2wSTQZawBgD6G20JRpLWCGEKEIIIaIgAAJCtIFacsTgxd7Qe0xq7j7v7wUefsX/ymoLg7tqsC+JablBU29cVFaoZ+m9b1WSWwVabr8d5IMtGaDs+a3f2OAIZrEBIas9lWbpbMlSdH3ds3BTRxWRemFo5vNdz+41+VyOs9+WRPDHRvYM5et5VszYMuAqBZ3o0+iYzn09uCHz3ou7FaN1pYbLFeBh43F0M6ClBEMcj4toEv2yN3QiZWpgW3+XJNFghW28IjTNrdcH94m7Z+huptxqDu7JgHg0F5G2+Lqy/+zfr+fTQKAO1bbRmLAblrxXojQmWH2n/Jgiuw3AGGLHNEx8u1PtrhjPM7S/3DD8B/9ywHAGASREAGcOsGdn0zbYWiPZ+XrUfykuP9np1l9W8z72An2LjGATYXZ3d+l0xzuK7x8RYGLrAJ7buWGxod33CJ++iDA9PhcZ/gL8PltXJRCRVuACwZDU2baLS+KbAt8FiK1ur4Fl+TqAe3W5CtBYnC3rt+9ebF+iyOIoNMGcpNau/FL+SXf3l7UB3Ap/M7zu0BMedw536/7cmXN3PNG0KrMs8BpN2OaVlIFSa5y3JlhEfDBixeKSdsbMzLeKMjIi7hYgrzh5PHNC3GVlssB5vZ9BY7XoA1yC+nhoX2BAbWsKFq1eQ9NQjbq8XTBzvrOLoQmaGToloc/e3BxTcpUNwvDNQAK/IcR7zezMdjMvDC5LZCz9Lj++OVj6Gk/kNkl5JYana9OXynd/U8efCu9SYlE+TxZFsA0AhWyhzbzCH2P/h8cPZig83AxIpnlcHw6mJVCdYZDLLE2I26b+7edtDdf4U4R2QgLY3ibVVN9vzM1Z0PT0bfl9x37mRoeNEPdvHRqTkgKn/rTW/Q7x51jA6Y3UDlhcMdmzTFbcFf/3YaPgx+9Pv34y83PybxtnVDnW+1+vYiTb+XnoNPbL3J67+930MYlZbOh3xaOeldLKX+9RIxoj71+E0Mvn3V/G/H4OYVuHTB8Q/N2Y3kF3riQSm9WgaS2tY7H5skm7PSEsIkqUoEsYHhAt7qlqhlwuqGK+IRBMddNM9hZCKXGBw5fUObEWp6Vsg7rzLLnngmbmW8tbCKGSDdzt5B+Gcvr3d23brk7+w7FfKZWKdNo6lOWrMbgOmV2ukRlumi1gEmOz5MutROeLUuB5EtTfX2os4CYBPAG+QJteMZedVAAJQCFAEE/oMrD7CcLdu+iUi3H6eqyrIPRtXiZTo3pIHq5C6nnQHudWCxXd4lhuQybspWQdQ6hsYD4GLRud/zoZmuN6jKZVGsRRO2CFnCGDoWqqfTTeAoQRqmmyUz5+eN47hW3ze6JiHS5jBfQe6C3RBfLQrdtkdj5+r71Wiv91QHfKZlUwvalPNrrClvsHw8sS5SSSspC49qvpY3GF4EyJsMeQiMjYpa2n3sBABdzMwpw/RAWausUqtqW8iLO23o8R4c3KP9fTtQxibWCTR9avbT5LoINi3+rqA1T9/33V1LAtaiKCoV2N+zny8zZwTzraq5/YNHzgcVfrhuJmMsLLXK46JU3LXMBiIFt8umnWd3M1PvdYc98+7ymh13ekHnPuh3j3zDmbGLO7NOXzPD4ADCJiu3jdJsX9386aUdRHWg15evGrk9eMe96uWyysOKbCWEGiACelIZKaGjTvp2bqxIWXn9flgTSNerm18/K03e8TFZYxPaWyxvv4/NI2tcq775+F+Hx+X724Gi75QjPismbRF1WBa6m5xgSQC2bK2rGL08q3w1vPdPPguPXyb/PGvbLGtb7cGdiD6Q5ZfXt4XV4cYpXC2BT3qHRliBnbQqsjYHA2qqLQFBDyWu0AKQ6Rz6nQf3OxevVlUjIuKthNgW9eovziY7nbsL8fG+s4B1YLTl29VPP5tcv00ISWNbGa5+8c2LkwejOGa/87sHv/l314f3eourrYtRz+++/GpNhs7O/WhzxdtNBVysG2pS+P4nn6w3tdfxtWV5ANzN2zJLvIHGOGiRU9XT87Q2beecNfvG7lRuYhcksoy6LtRg1tiHv/MobXgkCxSX3Xsa9kbGvXvRKp3svUU14U2l6+Dk0dCZhLoCc045yQnVt7+c3y3X7z3qffBwd2PELzKGaTuEjR0GsigvGmNTg9WL1INysofuWTLC8idP6DxkNVRdF799C7gg7w5xbddfSvgbCHMu7lHVjcGwUOt5m6ASDqM+wllhB9gUUpgY2gREFoRQV7ZwW9C6uLZQl8KqsjqOk8jWNtGqkY5n1qIpobkfmJfXkNAGBvsoiyxYUlk7w+DBQ/+XKXxwGqxuCmHCq9myBe1uh7yOyR7id0XdNNiNaNWUFgJK67QS+yH6ftGOhqRtdKqszbLsBIZlsVpQrSTHqii5TYHUGiEEoYYQQqAxBCSQrGFiOKbxyGcG72r1/Lrs8LS3J9rCePm9szfqSmnmcxYQSx91m20hSUqxxStRlPzNmwvk2mPP8iMDYe2PQW9om0BQYeQJb5huAUcUXF+njTRqht39fVpxN0R7lmywcjUGHWhswZzBwAShrdR8tvc7h/LNbZw7R46+gWKzrVCtU2AG4zFZ5BUTNctKIXbzWiMXHoekO1Rl2ybZFjSOB/Jn6zTLg16wiu71V8VhvrKzQjIue10lCEsr2LHTDGjFggPXTWVYqWIDbwpxcWjQXIz48Krt7mBL9lgdlPtG/Z20mWOublaHE3/nxNbX7H5Eh0YxGbJGwPnGrpsqKdgYxEmwRwFspXorBL2rvTJ1zA6qJBwNf/Dp4bsP8N2b6rfz7a9cAYr6yWRY1koT3DtybKi7Pz15sLP/668uvF7g6VmnoheLGBDEaFdQgDNOPUcIjVxLXtWDjg+HfVoVgjFHGtg09z4e8lm9nRWOdIlAhlPBg+Xp/aCsejc66O8G3b93GHHVfsknYhUtzvj3m6XttbUdt2140MNY3Jvs4aV1U+Egfqb/zsT7e/vJP3/9cux/OEgGR3qsyPHPAF7VE51O7pVLZf30p+YvRZg9W+HFZuFMtCmi0Np9OvBtyWZMW4DSenVFB3vDOsnlRtYIsIFl6OjuJu244kVS7Yxg21DSjS5vakgdwrKnEzzVFJnm7G7NXfTiVwke2peruWPDTay8PjcjtLllP3uz1roEAISG9/77w+7Jgz3P/vaPn1kUBZQogTwHbio9u80s32RDbochqUqmDMMeXzQzKtA6LiOnHu8+7ZgBcEebW26Y7oOdg/Q6JE/s3VN/uOSJH02OfGzRretyIDgqZ+fMd42q4beLLRNNUTf3iSqvtr/c6Mmhlxp0uU72T4+fvckMp8h46yqzJmKTgfU5uJqRrFHNmIQp/d89lI5h7g7k/+mWdzhY9ODzxOp+4H77Z/XLN2V3AJ46eB27sSfg3dws7aA/cSVNYYghdD8c2SIFPO6pVnJijAdDXV5kjqFZ0aKB7d3W6tEQL0pnsO+kNOSysT25rQG95YcqgkErhu3j97q/no+zbW5XiekYZckv7+An99HFnBzQkjVwYBDXM2ZlCwU0KfUoX3JdcDoxTApxNwLJTKxkUMAizpkJuSF5g4HnIyEVIQBhhKBC8G/qkqTjhmaXt6FbkAaQJhoH82uhJ46aBOVNQ4YSIN3CqgFtd+j5hnFt+rvzpgW0RE1Vq6oP/CZuGoi2DmuaztP+i2VxL+hNBp2mLbjmlPDlbdvdPaG2ZkXSkMp0LEUgw1RjEMsqHDX8tmA24UXb8fCgE5TfppARA9mEL9KyRchoelHPCBSvYStz2Sa66RRCK2DZQXm826yq/E3TWqhtCbm5KwBjor552T/Y8a5MdbIFPTkYztIMkMqoodYYhLZFk6I6HPeapHIxfybS0sGDs8tr9Pt59/7Y6E/bLwZGvxlVa2dtpni+LjmHi7v20dA69Q4iLPoySab611OYh5KINqzhBaFmvbnJeG83/AFv11qsV9nGm+yf7t9wdPA42jbteLD3T/cXb6db0xQ/+kTmxMxMGKEaN9X6y6uzYr536H//9axyjd+eybazK3DAgJZN03EBYVxYFOZg5FgkRO2LFdqJPFbEUHl1s76+VQKFjrHb8vmk55q26vO/+7nzzmLzr7IO94C9bGofPxiC+qbcGow7IGuaImbv7NOguT0XPvOv10BumxvvcAD+x2sbjtft7ZAB62Tod4or5n30YfCgGT++F90uYp2IF5Ho/2Fn/nIJQei0YrPvPTk57B+O7as3paGm2SZran/iHwF1o5p5vPQtkDR6IHRStJFvse2qpnZoBjqwXN7mjRK+a7uKzJuRIacTr66T6YxTv1KBtnoU5kXxTnj3Z1kwgqOmTGsQjns/+vSdkIIiX//q620EQThw0qRtS5aut4s4h4hgWHlFuz+JvknHEN612Xn/5GT59q0NzRri+3snT+97y1zmm5ntcYmJ4Qfh08lsNpczVVk2GHR7trawITv27GJdVXFS1KbliwYwQDqGvFnrCtj3JSmu1DZDtwUc4JYSZHpoT4lixnJKHoTwjXJEWQ0U+Nmc9RWMB+Z62fznH6HdVv3kXfBNA79b1u80+rFs7z/Gp0gkC1BS607UNgBWk6xecf/IkG4oiOs4Y1P4LEO98bpWjgFtLvVul9Y5IJ7jWcojtE7IwdNd1jCQWm/nxTsnyZfLelXPietEg3tkr/+XXF8WrU5vUka4RUjZnu66RdMcTZx6VfUctLUcggDKssAys3lTHPmb23zPUt1Rb5tt9vrYyfV8CWdt242ASv8aWRsV15RwA2ugFcQaQogggACgpuOX94b4tFf2cfJyVi7Tdx+arDbbc3ZzHu88MniapXcrIarX39yottpXht/ru54FlY6QDphRa0sik/aGzAre/tH5PujvdSPkOabjCbcbDe77vWHQ86Y51sxGEENCTRubLuWCBWV2pWP3kB1Yy0cPjbFpGbK/0+31XZcCnSDqU2SY7snxXqdjV3mbMgm2vBezRMPVt6vsaXTz29v2bZNWJQBN02hpWnwcwh98enz6oXyjTy7zVuoFxrc4NAmdkBJuObquyEv5rjnkz4J3vL1VO/Zd0C7fjsLB/p5z7IvV8rfh/iCz3Uzrl1lAe1jQshSbNVt++WrtTPqffHqatOhNC60hPei11RJUPu1yI922exRSbX1/KcpEo0cPo9P+83N199ygp3sv4s1lJ0J/59H/6h+//7/+gyerNctzI161s1Kisdnet57urX/7899UuoStKOhH3tFTywqlY1GMyxilBUN1JiBnmtKrmvYjUBRVujLbDddFANRp3+ybECN44lj00bGE3vff8fCjHxYwXDyHp37/xHZZDWrePMudpjcqeb9Sg8PJ7iEyzLb6ahNf3c5CunwcJ/oiN674VxnAqmNvgrt873YRvDzXTSOBj2uAoa2ePZtXkB/84eB6gNYfdD/9h599+PHxSeaR0TgvZStAUIlJsfn182vH9rxJlyC579miqMN7Hm8ga8H5y7RKMgdsVNsedw2vZriVO13i28oS1QDr6F2XKmWtdeALpXj+5XpsE8sGKxsZxw8/+PQTR1jrM54v79J0ve80VazDDvKt+ON71ieh1dWqrrPNFjz7vrp/gE92Hx4++MHiNsaWMTg4+p0ff34vCKPDJ6c7vcO+y2k3FZK/a2bfnPM8+1m92dbb/vGxeXwanvRFlmYtq1TZyEYTtLPXsUyz5NQbubpvrfP6Imeghd01fvMyPejwTEKpAKZwL1DSwjt5sUO02bXGmBpj92XWXAHyf/xO7vYBY632pfEYH+v6yKLDubi4gFltxKxpVL5BoERtyvltLHOpSwmEkmKdzeqA4+460w5VXLXIoaMRShiyfAtCy9oPOcBXz+ekba7m6DoHVCY4qOSkrQ7DDbKWScOblbYsI+pQoX0DDFxa1dg2Fe12ZSea3dUjlxEBIgL3uuY7beVWoAWG0JDGrPOy+MCobcukxCmZ5QbUdSlWQEEklYZIK6ABABACCACEgGzXcaWxQ6m+W0e9Hgj2orF//uZVIURkCV+2Xs8olpVuUXg4ziSiUEITy5xhoFpKOw5yCtVy1vEGP/744F+K6uLZkjR4/7GD7I5NeRqLO4U+3OlEG9UJ7VleSteVpHUlPlQw6nfW/91q976Wprl3OPnmu+x9y8o2sWxa0arFhuiTk52Rv54nRbqNutbdPAeMVZoPXBP/5D4cKSot4EBS1HHatrVVZ6CrzO1V89W3f/K7vXdYtfSOcVo06lDdAW3WeMenpluLtSovKOrZ9qf731xfnU66zmuUTPYWb/+yyG8B0M8uPxr/5/+o80dnRGhlbS2ioRn6hnHvxHm10ZhIvjPmzWp9a88uW+pCwaRt25Zr3K2qNplnrnetkbhcoq22oX//g/3bP35TG+ki9H92azreYd7F9J37/PU0sIWPwuSLIv1++3WdHDv4Oz1GD/7W/SefXLw68++rJm35sjaF5TZcitx2SQt8jmHBSsNrAsa3SjsNr7YwnVb39ruDH52E/X46UyDcvwHkZkm2aaFlnl1ZIa6dRVMznLHI6o3DCskANJHv1obL1km5frQPHAgX18wrjapZK9G0Drzd0EBa1dskm9rmu2ZeL6GRrBo+VcbQUeOH5nv/+Al99/ST+3v7b7bpDHWBIfoDpwXr1fZ2urJ73fxmM+zaGfWKOPVsjDbtVhgg6nbM9GJerHJ+euKudF36sqi1PbIXCVaPDbGRXOjRO/521i43zBlQa8H334kYiT46mTiFZeg8uZ1DybNt/rDveAObC2pBeHXDv8RICPnx09G383VoC5OGl7drkRKAtx1XE+k8uHf85P0PT3f8LTIeHJ+6Zh/PFqubzXWUTGAlzqvqZr3Y9TS1o8PDeVpmoSm2HAivrmu+VqMnw45t1XGUFmgXbNp1kcT5Xr93v7v381VtrHOCqUBQuboVygtbCnWtiEDaJKBu89AFog+SCv5pqX9dgJMfusSBX/+7aiTI0ICRKS84XEGxjgIYl8qtmoZWrzPzHmlFU8m88tu7WdtzpcR0w6XAZpKyrUNUFK4hmjJs1/zidbpvpMveYPCRftvUlcBdKOeE101DmaDJFMEKekRl0jKMSsuKkYNdSoVGWuSZerTvvDkrM4ypEgX2SkE/Oa5uCmX2WMQlKMF6a18pgH0PGmVGFG9ZhLniUFEtAfAMhAFAUP/1oCEUsY5hJbe8LsK819t/OLwawO09r3ox2+/QoOetasNbzZTVjid2uqg32yUNCS20i0k4sFfbEhHLEm29mm9Gu8dHA9ege+Oxj8D12bIqtrZFfYGNEprY1DaksPEd2gItBPbmJf56O/sL9D/7Q5SNmvKr1VM6NLYhmhaWjfQgdN47ioc0/6sXvkntff/i5daRWapl/16nfrUWH4To1xtkW0lZm5TBjYooKWkPgHJ28w1Q68q02/oum3eG9sDGggPH7NjXNyu0qT/vlQyhTJiS2KBxn8uOmAzi1ivzBAAbgBY0F3m1rstsD5JvXjShiiZ7RIiGIhR4LG7bq8vccIQLm4/vo68udZmA4KBBqAa2GxhIeWOBWTJvHE66O66Q6nlMS3uwzzBSvetz7e8a9354MDS89Opuf9hJE3B6b5hO9e2XWJ3+3WD8B+h5cX83mBsJ9g1Z+VTJzXV+9Mju1Tm/3qijiea6SVtjw+cb9MBEj4e2H44MZ2d7tFusk/ptPHi0n4VBvsk7T3RyzbeJgoUatUZgD4djNQ6DdJ0d9NDQ9gQNOjiN12A4CCPPLsm4xfKrWXHYIxin28ozo/DmTmLBNqi51U6TtZsSx1YNa+a8LSIWvl8dH35dVvYBdRVZv90fqO9rNW7Uq1WFpRU8tG6f5xRQbPcynTa8pjZMFzUGqBP6cbb54ouCV+VH/+nEKWATs4HWVqWmpLebaQNC415HlUwqGjw1S2/QdalYsqqp2vwOWfndLO85pGrwdQyg5BW29kZkN2nSAVkvSg+H89miQejowy6cLd9wbabI7R18+OnIdenZsgzbi9W2u/P4oTj25f/wdnabPM+LJBdux17e3DGDZr5ZbFJoS2cyUc2IsoRoe9EUAfaO/ea8VGCRNA1Z5fJRV05C8Xf7o5+93XqeoA52bFBUuFKA29SomY+byqIdBioTQsncHjAwiBB+e16qwhyQcebQaxUDVc9rVWNfaOTLoryqTSualTXfmicHznKWYqfI62LGfAataxU9GEfpis1ZdXIQ/Pp1RQ21j/g3b1Tnk5OXN8BUc12tPcNAtrEUZtxC2rYu8CODKl76oZ01GEHaJdrUqGwEIKjX1aougsCaYLlYyq5Hd3ftly9yjIQP2sYCswQ16sADDNXbUmcwwKYHhdAUwo4DTaqhUhgiBP56Y9LEkuWq5sK0TdICsrqbcXddu2VsEabC/lyFkgnfI73TPZaLbZzfzjMrp0/uD4nlqmVpamrYdZK0rG3nt4nMdRRZx3vRJub9A4OavcXFVdkizo3FsgEIyF5kOQaU2LH19jr/9mz14d8d3gm1+KvtOCreewKmCfjbv3vyiwvxdrKTMSbPi8HD3YurVXa7kobpWIMHR+Tr314NBPFGPSgFAc0gNF8/W5IkR6PCH+8iZEvk/vDzzilh5zeBsztapuDRof3ds+zowQ7A9J5T/GYZ71ZtxdJ/fasd3CT1ij7+1PjNsz2kbpTfH9zDx038f/uXbbC7cFHocHidLufJOyMsrlYLb+ezD0eTR3tXVZrC4q5A07Zx+pRrbbQWRJEp+d3VnSGzHdrZ/+iRYIWu7goz2uFZxNrrHGsN1q83jkO57yLaW7Y0fPfQ34XXBbp0jh5+9nd0biowFU8kmRmGKdloJFoAVC9Nl9H164Mn6BawcuV0LWtQwU0mTz9xdz8abQt0vYa9tEJQ9npG+SI57HhwWTrCaAADMi4FyAajhlod3Io+REVrGzbfsXKnD6+absffOQ7svOnPtldMS1P0wnDfw+e3i7yidSq0WXY4X0OrzjN9tf7oNHw9D15vmk6Olx9oAxTIRM5juPyjHEs99Hq1wjs0nb0ty1ZxbAetE3SddbvUBvB2lSPK6QLTK2ZoXSL99HCI3vCVlPuPe123ryrLrej44+6trdVGYbOphGHUGOULpyrvcmZWhWZrOW8cAy1vhQDo6GMYUAW71r/7F9ddHSqWTAh6hNim379pB69+9T2F5l7fuN/bOfidT+OptbMnD07279I72zUHOP6Lt6v/8Q3hek2jMrAMStBdGMGklmc3HgqCuvPDv//e1Xe337+5WHz37WvdnOzs6uQ28A9n591IgCGwnr0pG5TtT+LW0HGIfU4JrCRGo75bpmVB7MipfdqWhGhTeC5OWukmQHF50Ke8ouWmWtcg1dWVoF0LrjRLS9clHV4xxqaVEO3KA778+lpaO9RSnS/OwQ+fjp/NCrfOZlRnGgXL+HJW7Xsk2c5RzrP8cEezy9UKFkUQGsolby6a65BMrOBYh5WJOrrKGFa1sCQ2XVZqEPXsTkWmWwVYTTG5kr47ku/7eLtOG07fGeNmC1Jk4EN0FS+StO5ANAkAxForaBrUAloJKSAyEcQY/LX+AQBA+r6tGKiJYTs6eTETvUZz7mPTPtk9uwCYFyFh0kPQss1KYRy7gdeJPNP0XALy0AkhWy8Sk8KmStp53NVmbXSWZ1W4Y96+LZIqK1Vz/8AcnnbH68IxSF2LImHEh1rxuorbUF+pClQuZpPNF7m7LDe4/I2RNuMw41YIadzB+d0ZyAq7SwFwaNZefzM7Pg7X0xY9TzA0GS2yuox6tr8b5uu0vZzXY/uDTyO9yi9a/7omZsldW05n6t2PvaapnOPBy2tLIHk8BFvqVd/+hhiiuszR2bOPH+z/YuMBtky21yotlU8tNvKbRKtbm2VPKN6v+MoCm3r7b66cg51RTTrE33bM6aFUi2WbmcTpenK2eVPDg75apmjOqyfeNj5nZh0hGYvd4HLBQmy3pD2ZwLe/Xlxx+eR975dfxQ/rMPqoN+4GN8f3DrBf5efwQ7RybF1oeG9vp+abzEUdo3oGdFLXowkNrGMurr6ePe1Gn42dGjnCigIC5HTJqtCrI64ThkUyW7YxB9TqGQzovOcPt/aQcGLSQrqtY/BgMrxGRPEo6CIZ1bxP8RAjx8areT/mxwMnQICY9uXV1kSucWA0ZlKS8mq7jWRJhe0T1qxlU7tJBtL57c6x/eom2/XYm01lB1QbRsePkC4286ozVMQurq6tgEjLse6+XtnY7yC6dVKa8w8PRw8PaM80mh+9Sw7h/l4A/e7m2wQs15Eny3qrUJ0kmcv1Havwump55dcNFaxM8f0TtEDysC+bPF8l4WQ2//iILHPkI5Ql7CIhgqXHYeMY5FYbEJC729fepv/w8H5W4Vff3P7w9w+YHJ2l9XYr0KeftwM/nf/Z4vVV/surg0enTd+vk8SaBN13O+fz29vr1cuVSPRgXprgu9gzdFC2E5DNVfsK1AAgrFbHS7G3Y16UrYQSV8DD6iJt91ztEV610NYqCCwMqwZJVwEzACoxWMUcQxgDQGxMTFou8ToWnW5mamVywiVMlOpEeMslFDBP6NzFuuNcFuwdy5vKlqUONcR81nR2qN1UvMWqa3Ks87Tuw1VS59USfNqyFxfVyxa+JmcvB5PyaP9/8alx85ZVbR0QLE0rTYxwEIhWzLeiR2TjGFbNiWVTXbxa5rIED498X7WtJJ5tX7Pyu2IrHBhX2FjQgYN2HG0qbRgAaIg0BBBrDQH8m7dvBDEaUtBYVHmI7PaUbDFRaaNgFFohQwxlFdsW9U4DfKkpakdDGvl9UjIQEZPppsUWNU1C0+1itkn6k93hrmeFZpYKJOv9Hfr1W4Ml7e35Yrps9icBDiw/oNqxBmlzQuYTlsWvi7KZDAtfyB9cr+SUFGffvdm0zqTT1LlF583WrvSxY1Reu7qp660+tGarDa1kx9EysppZagd2CsjNqy3B+vDEXd2Uyzfx7sPhjdftTmLzUWf6NlOmUW/SAdIIIXcQ0H1yG2fHlvy//PHLH71/cs1wUKyur8kP8OgGuC9lCyjy9u+Fyco0Rf166wGw76KLXD+v9Af9wjWqKheTXXA9p+WC307bboBdl66WJQb1Sd88n+uNIO5Bl1GiISurJMBc5AVTXu5bdYOhdISvArL58rvrnkPmz4HaGlGXnuzjTiazvFRdlMTZ+yWWk0/9f/tMdHtvgHWD8O7vfQI4fWLmYhLTN21oGZ/9MHpTIU+hmxwabUPv2inGFoXILTCsR0/DSunHwX6SNT1nhCBNUXAjWSul5sBzVAZxXlvS68OL1+1J0EjF+0dt1Tx1wygMRbXxAOu6+Xhil1BISaa/WDapd5srmY7lcqmSFvrMnV1V1/nVCpj7o3QZWlPyznZ70UUAlwtUaBPClC5NHHigXQnI5IP39uav56vNohc6pweDn34S0EFPjD+E9thSunlVtk5NIZoTNL9e1JiQQmc1Y3mtamDImjZZ23rZvLr3xDq/auIWSCs1RfCuhR3fuLlevLrMT3th1LH2Av1Nbb5eNhslOw6My3o57Lc/v2aL6NM/wKMT98//fLb/AL/6+dfNid2XKfiXq/XyogFt9OFjhoNrAYOum9bg7DxZL7bx9ZTQcgw4ukdWf/zLP5PVg1AcsY3JJAPNhwB97rn13rDrZHgx90aYUlIWutOjjWQYSmUTIFFgKo4ITJgzNEEhgSUPunQTI0e3BVCa10cnlizspipc0iYLaXBMe04l61zAmbb0EGw8BKpqHcstgEZbbxJ0OmBXeRVXlmlm28rplYxK9OK6GHl8vgGQg22jrxPvDcjlANAmL+Lt7Z0PgQFEVVZxxVRnb8JlXcTidOSvNjlxac02Ik4TIRwP9mgbV3hjQKiKl1vvRSKxAz5ydG6jSliCN7yFRoc6VEEACNIIoL++/v6NXyZTusq5KfLUDFPqWg9ccBvDqxXZdfrv9+ECvXrR6HUiXJ5HUXd/2LC6XSaJSvNbtoMc4tj0qGttGrwnmgUnXKyTFAHJGchyLh3J8nz30UHXMz2jtLouU8KueJ7WXtALVubuvPnhafTnL9pH1qNX+sNFpaf1d451ll1/Z0VT++O/tyeGXsW+ZRuwsUSGqhro2Xp3EqReffv1q/3PH+0MzFffbSiUji5HYagz3oksMDJ5YxjJpTLqm2+a3mG3rvUmH6xkfs/RQmc/7Hf/pCCouINIzL59uWc7V3hursUJAv8xzJ9qudL7fwVi60ks/yo59YFHwbMNW1F04JFMmEXlOLi+uVJXq9xW1sfvqa9fM4DNSjKN8V1ZKSvErOBv2ySwtEhXfXcESBuveljfXWX4J8fx95vCtaFmu+/66+vs5Zt1eQ09x2vD5wropm9H3y8CPu7uD27+u8tJ/6AuyE9xNfu4Z0k7/00V/GSyfbvsHJoZ1M9djg/92fmyltA/DPTz2efvHm2y5kfvd77coP2ec3MlfWxiaHAAJU8FqEGRXZ/FLe6oM0vUDSq1TIusNFCJmrJA3HSl143sovQRMVWtH+zq1q82TSiRKq1ge1F5A4+JkL955QGmLDfL7G0ixgv+xOK/mfWOGvLVy8GDP0xejqv4UKI1Ft+gg21Vd3pd0rI0wTer3VNw8j89cUb46L7VTIUdPWmyA5qTu8sGJ4ySTf5+y4YozTfTRR4hBxTFZlOwStdt3fqWu00mB2R5196swH8Sgptv5HsfsS1Ed4v62Fb/9Mf937xYr6fuq9oauvpoJ7y6rTIt7jNldY8O9tasWv7bf5E/OQAP/u57X/3Rn4lhFS6CXX/yRz7DSYwttIGOoZrzZYou1vc+/aCe1csCKKH2j4aXb769+frXBGgB4KvkSzrpe8AeVeExdIsDM0FgNIFkvlQQzIrWdPFsjh7vORPcKExqD7d1K3LxeGjFAsyZCiLjbqv3+3q7xaOAponIhO64ba506PGrGzDu6qyu3qy5MTRfplJheZ67uDVCwC6X29whrVHUyCJ+u11W2utsIayAmbkVZ/UA1E/fBeQczDz7dsMkqPVKtlY7vuc/fwN6u+HASEhVEibbs0UYWeNRL54v2kYz3VqaS4SMthUtmHJghRmC1vlV+0orAAiy4cuYA0kgwJ6puIkaDSxCPAJtLJQCQAEAgAYAAkAYS+q8CsxQ5drzrJrglhNOHTtJHAdfXdZjs0KnIQkCZEaMMVyJolx9v16Qohk8vu96qlqUbcMUJBrBVAGXiHiT+wFVSFVFRpQwNuVdKbnQRc08C3imM7w/MNY0HHUay1it40GtsWAMBBGpLlF4W5hjiz/tbW5eny+NQ0jqgMqiLSWHge0df+ivm8a4KXTotrdlTEVkEXLcbeeVEi3QQRrneZ2/+2iMz1CmomnBQ1hPl010r+/VNC0Qa5K/4l5g6PV89eB4d3P5ljM/VKGA7TO93moTufgGrnd+d2z//K5DDIepm62oALgQ4DwPxj3/aceipgJt24cNo9Gvz4tSQrCuGAelSQgueh48QeFjN/w3z+eP9oSabXRvr6pa6jag2HTWYF1UXfcUgc55RhAUp7t6fbnWhnjQ3Nymt8nu/XrTaxWtlYhCkkBmkhQAeSrLfKtfb/XeF/OFAYZ9On7kzKab94bGugB2aJ52TPV7oV/LtrXeepPmu7slNNIqNU25bnPQrHpYmVlpMSU6ZkSxtAGLS6zaV1PcfxxGvL6+TYoVCUNSU2J36K9fSt/pj3u2sLZ73GvnLZsXat9Xptitspqg2yUwzNzduU0KxW3nm9cFMexvbh0B0iNY4+LO+JOW+d3D7kCUztVL5wQMRv5M/mfg6U/J4uaOVzxfm8npyd2Seq/LYsmqgdj9gTnzPPTHL276sLGacSDXdyWo2FLokDMb6mhbbBE4m4rjEXhw7J6zZm8M7rZtayzGPYPI3l/8IoEE90zdsSo1jFgj3KFzs2mOurbi1cVtC7rq0xFebO6ufpUn26ksHTUaZrJJdpG9OxR1IDwjfVtaEoCj8Pz8OxTudmuLcqLnJWo1AVoAAADgQBvUHfYOPxlurZHzdr7ZObRVo/comjIQaeIgtXXNdYwtxK0RPt/w0Nb3j427OV6m6vTATbf1vRFKU30QgbXQ4x1yu1DckBNqm4DtRG1rG7NYW/td2nC5ziwP5iW3sWmgJl7ADlQ3t9V5T1YwWmZ55e9SQ9/Nr7msHgyM48A7Jnp15H/LiPuZ8c6NRG3tGXzx4vZHnx/RJmdMMQl0iHSjplcxXbZ2B2HW1ltWStBYpmERASQOQR3r2w1jVnDaia42q2ZTUQA1kKZtGwHAhoKIKyUVUFxqIRWF8K8jeQAAEkaEtbLmYrUuoicIvxYW9NqTQQ4VzEjQ03XCGHKVsmkuPAqFD1HCA2L1diPBzHkGWtZSngllqkYhjLvERb1Onm4RY8tc5JbJLdQdOC3lQc8mTAutNmk6YcQ2W9urX8VxR6fr1DSx7zWkxPVvtulPWR/VkXFb0XdFxsuAqRAJ49BKCnX9cmVYgtdtb7/jjceMlum/uTILFselIs27DztBV5dCvfn2rsuMw9MBiCs4LVFFOnmxvayce/e8LuTrVTDeWaLo8vVbl/K8XXqAbkBdIz30TWpkh//R4Ffd9bHkR/1w/jrzXHxZSkzo3mk/Mth3372Z+EGcFljypBWHYzLX0OjaAJKJb7PKDyCcLZrn7VpCY71qfGDcsJwZBuONDarm7auO7TDuXZM+YgB0h1VdDPabq9Z6dbF8ep8H1ytRj3U/3SxAr+Mm9bDFRgDkhkhGoSDxH/3mt//oHz8Kxt7+2OzwYHldPng3jFf1Xq03jTXdKB+AF19cj1SSzZt+D9+cr00bYAfjnt93lQFFRb3ArkFbyt1yvYhJh65myd26kGmxPWf+xzvzmnXR7TLjmfbDnTF1o1XbbMutEcl3lCkZGKBiioybxldry0/1TAALlSOvfhvr2354AGpswx8dmn/hg9lJf/mn66bBZd2ph5M5zH76jx5nf/Jnv6eWFwPwNu5elCgt9PC26pV1/xNxfn5uP3TMH7vJmw3eNkXM8g3B23aCkW/7q7iIgRqOdN2Cbaw9WW81qbA+FDD0rWkVaU999kBNM/azWXWPqvhaas+dUGeP8q/XxSOePd6Df3E1/7ez8oODfjnP4zsLCPp69vXnn7P3B2btvNfYj9az2XpQNClif/IGDGvdSuh0/YZma/zew/Hw4T/9qhDg1W+Go/6D7kF3o57cy//9JrZMWdxlk3fc8U7v5W/Wjo0uG4mC4sByrcjTSfbx0LoqzO2q8joyy0SprHWsGhcIiZDEdSOgUI8OkcJyBOHljfr8Ef75d/LTk97Xr4rTXS0G/oMf9r6/ypqbFRWZ0dt1CMyBUUtYmaT2hqN7Tx711JsrpWKyrxmQbgbMrDcYEc2qBtZ5suBFDjod6mm5zNuuBl4Dl7VUIichZmWaXiKhodbSNEDeijyDAsM8hVRLrmAitBfHrK0IAPcCUyMrdygCEmGOtCRSQgmEApSgvxFyQgA0IF2Ce8fhK+naBp7NqBHzYaiVQGK8F3vINBIMUblMV/PlcH/Qc/odt6vzJnJIQ7lsFJBVXmVx3ChVKsY7TwckDLueURg+5+qEuOk6LTYxMkG9rOwaE9uPhm4nrJx62+uU+l35ZQyyO9E+v6nlnztywiFARvfj/fKhqUtUKLquqfRcq7xeLl+lNW8GfYoiE2V1M5vLddbf77wYqc8+Ho7PnVkas326+NnWyqXRN2yGfv7Lt4cf+K2W4TD4xevlhw976fZaIxtb5raFp+8+Otvw+eaNAIBiHyroAWW6FAOYp4p9T9b3O7OvTAd0/qrMS9D2UR8LuxUib9Q4wnbkeR2rVzZ3Nd7/oRPP1fsno/OvtquFaijUUiclGPp2orljNSlZ+IG1LFPlag9bFq72rJsObWaXRee9d+exZgFk+drsBBXhd9/e/s5ePEXsVenZYogbK6JWXSli87mZ0aH8j/7wsbFO9i23nqWBD9pUiUUiMv4dpG27EowbBN4+y7vvmHeL5WFmtLE2QURanlO63FpRh3dcXme13UFnVd0buHQtTSFBi1QQeB+yhW3SVrZ5er5sxtF42dr7Dt827QVnOy7ZiRxD24g1/tjGl41tGq+2RdGKtAad0BRYmM3mg6D81AteXiojbgeDfDnfDMxDvTd+1KP+5x8Yv1z1fy0NkIox9AX18lza7XXFHIPrr9beyFom7QLEXSwvZwxWwgY8k42rwOVC2R2JKh3PAONg0APbG3xvz5RFM0XoSdsEohRaLVu1OzA+LXWCWVS2xBRHXSlzmSnz53GukT7yaNN4F2erH4/s0Or/31/9uxbUsyIwPvssx+/uO9p2hF02nVksP6OrL6cgiQujDQ/2HCyb66rRcn/o7/Wfvv9+t7mcfvQ5vF2k17P4d44cVDfxRlAp3zkOqBJdE+QZv03yo5OubZirvIxsQ1E2ew2ePqLfTev3BiDBmJQs6iOtoGbk+oI/uUe+uWuO71ui4N1IOq2JmX12WT096IHW6jhtHeiGocDCzsjbd/DN29Q/NGLYD3zLC8ihH2G4tEtex/wO46YTKiknnkuHaryqwk0BlJtDlWD54/skPXM6vsoLXmXNtgBEoRwLYeq2Am0BKIMdBxx3jVdZnbRqGElogy4y1iW7q5rBhDarWeTbDoWGgTAFCGrbgEADrZGGGvw1YyqWqE9xF+rJSfd2Ud0uGzsK3vzFvBd1jaMBq3B9k5bXqbaQaAhQgBEobdOxcWC5zaqYiUZie1NtZq83H74/GtwbGAJvNu22aVvVvPrmZrzvd37QS+daOp3ux+MDv5dPk7LKiMbXKTq7szjMtiZKqN1nzZ/qhhuzALLdTo+kTWD6ccrbTGOHZRXw7vW7kmeLZr0ujY7NC06I5WHywKTZ82lxHoNDM7SjYe8ed1tlLabLtP/BqOfJYtEm7PbQtSNIF4In14kRuM2rWfTo3g9+8iifRi9fXK9rGdp0QI1F3HjYeP1st3j3sXfz/Q3gquseBP51DjrG8fzy+6GFPol2mmrb3XOVC4If9OnzBpdyc5v8PL10RLFjmRYyme9tWfImv3UN4AxlOxVh94GQBa550O9kkn/94u74kR/QjSyeh34nrsHx0+6OMbq9Posek1U2Ty+ejbuTrmlf120FW2aJzfRl6fL3f3I6uh8GIKsxmq8Ko25Ny3n51fpwt/PmhnXZZqGCOGhcA9zelA10Mx9RVG83s66nZ9dpJ+jVNWazQrt01ljiaGDWaWJsLEePyNDqdDDEd8vZipXptjnq6rHXIkHbUi+naBH3Iq9zDhxAasfnDGX7T1TXJGnrDNrS8K0e0kncFLP807B5/WWwijr5irzXqYBnXcRKvWeuRsSE2ZNkdT2DL/UEJm0lnGA/Xekb6YeXrN1p6mVH1h8B71m8YbxrcRE3i0vOcmgeYcODLoPU0VwBEyCz1ngAb1a16Zm9TvPbvD0JzEkEqxRV13xZ6rE0Eg3nCbxOVNcix2a7Cz2x6788K3YPYZPBmhf//eVlCxoAYcX21r/5fWlM8/tND/ORpKCtq/kK9jtWu4S4MXGlGqpuisAwOvHm/SMwXE13Qh3cNF/9Uj4Kh8dN/cW6QVD6YVsX/N9d8I8j22fqGwHJFfvbH4Q762rVaIlR/76dgvKkAyYD4805sxFRW71KjZ1hu/vYTrnYn0DPQrxCZIK/mPPwUa9v2CUA5QIYcyapMUtbZNeNpVirmUrAOvlgT9rchhfQzQXI2oIQRSkRanMTI67MkKcgqfKKQ/aT++Z5FTPSrJW2g3p9Lea3LkNCuaITKNnAdapVA1wHL7UqEZrGMuPkBwfkj2/KrnQdCfoOkBRkcY4oApRCw4CgRZADyDkUJkRKAQ0ggABqQK4bFLg+ODM4QMhGh7sRNsQhzZvpQkrmaC0sw3zYRQhLIld6lW8YqUXwYE9zcbU6e357Ga4zrpsPPzw8fLybTtO1SmzfiSK7ZrYe+m2t8telHox/9NNDzGNwFd8PYbYpao1fy9Af3R83/mW2+UtEujq+RWQYqh/8kI4fqMufN0rkCu3a2ERDo8+4lHWy3AAFIo9vF6kw3Z4Db65uEIHJxI365s3X67x8Hir8rAEPBzvtNWcV4L7HEVctjvb7b89vB4MQR6bdip0fPRlut2cLwyh1o9XvPXZ/8X3lQG/R4MzsNnMJ7evipLdCtSqVQQJ93IvvRvuDsFr9ZWImlVtyE6u0efFttsmE00DPgAVv9wfWbV5GRj6NGQMgcIMPPFyuk3uI6NsNpawmtCnN1tjFe/1v7kBohY/Scn5zF/zg3stflBeepSIvbFsUdcSmBlXVpK93JpuS6vmlNu324ee7w4Hm36VgZyIX664jpvPKbvgGFTDVUaC2DOXxtqdh2/Kub4RYNZs4nde2J55dyPv7HdikG0FNA/EG4aAyX8aX6xY4MtoJB76NPEtC4rcmJ67hqY5oOF8LAacXd/lZctSd9Kh9V3F83PG2ac/zBmPpYl3P6YMR1UUzxHzZCh/4NHDr1ouT0Iy3LctBOU1IdNRFoJ13vFg+Xy+XrDsKal5aLW+WtW2Ud9s2wnrFptVdLu7Q+TpzV6DZVGQD2o4zsUTLzeI69U+d5bwaD+yqYo0Ckcv8HbPbAnOtdUe3x3ix5T3Pel3ro26d1opnmtqGwaShwfetcdqzYFKbuJKrSjvhehj+o/0HP/vmTni07f69gkvw6r+QZwfgMzdrJn0HgUVbrWshy71DalbTurAhwP1qftxTfU4NZ7Sqre8vYqTJew3/+nlydERsS/52iZrKuG9h2WDlwZNdmBvk7RR+YPmGQyqQj7wGbcBNBr6JmW2BSOi9DqrXjYWBKBpTQatLac23FR0g+M+28GSYuaTs1Arrvp3GQpaDVq2/KztlW5rVzYzt4g5yiWvHqWgLptoW5ByBrLBgbvs65HrDfA+hw6HdNepn59PnLDy917xb1G0NvBEIXXGTdRbZ5s0GGRRAG5hQZVIixxj6kG/ZZaPvCuwCsOfjq0zf6xrfLcqQ6o5jIsegCCCgIdAGhibSWEEBoAJ/HZcBZCPK72O6Z5QoM6u2dEyNlXs4piOwffGmvv+D0d1aZzs+24C3z1d3KOYWe3h02KxSqZVBmglVTaf33oeD/v5+uKiW20x5oE3myZYqoOyuHe34pfDUsszj4jgwfF+//s3UCJqwLhXo1Fr1hfH3R8QwO7+9Fn8v0u981MZP9Dcbii23uY3ZzSprSZ862y27f0hsO2hMWp3dCJeZlpWzVoYIrTGZ8ru7jb1Lg991qj8/a5+TcsfEhAiOZ+ep2y4HeycUAlZVCjmbbzbDJz10NvuG2JED2bYMYHDBychtn6veE9gKb4QFMs638fkc7Wbe4aFazfKrLRf5BNu3SFomu1Pm4pvYsp11lgzuoXv3B8e6/eaV9HRu2vKDPtjvgJyjR5D9+wJttP6dnvndmpmeyogEdREQrwfI97uRUbLrYBxXf3Kclcy3aJJ1OuDKj5oUnfi2iItMZt1De7XO+x+M/Nzr9x1P477C5DY5W+ehEJOQ/Pkvy0ePurOzxPNgmeaWg6kMbDeSjNVl1TiAZSX1ev6Oo1W+bFpVbSxiMxyY6XZvB++c7jUAFJjOl2uY5AB7TsfhwvAtW9KyrRp2m6xmWYjkfh8ekqzTQ2fPNr/+5vb3Hw12e/iSE6bp2bebWivmygyKMMQvzY5ouGBAZXzw1XS+Eq7X0kO9+WJtVYsHBnzV6MtV7A7Wi5qoZWlnqyNzLCy2DZt6usGb3mkmXS7nCIucZUmbttLa0e9/HG6vU38H3J7VJ4cWdQlcFWc3/FwYgul3Ndy7q9vEMo0aZlXfEdcpQBjgTZtBkFHDNq3I1d9NJfXNq6TpQ/46oTv7i73PPp9Y9LdbePvdM4AoIqvw/R9e/Ddfdfetdc/oJSAaPZwnqOdwGfOJDikgwVCnhvXmmmFdQbgJOu2qsn98TH6bNGeJpodW6Fv1uiIW/SbT7MFGuMZiTaetFxy6Zc5aIFaVDvfJ2JPJVM7Wqk9ktgtaF4AV0B7OtqphuF+YlHb6/U6oi+WMHZmZpoAriaQ0MwZyVgGHj5iDwa5nmQCtN5vSEeuKeFWslG1YGLm6mN4Wjbu/E/ZclJe12sgvXrr3npi/t930LfD8FkwtwFUDFe4OwJEr04X6egmMDhAJ0IZMKjll4KQLPM9AeVs1crdnTK/rw57BG8VLbZIK25RCSZXEXAkhsUn+A8iGAECCHHYv2Fy+Zf1Dt0pqZWNgoy23q0wc3t8t2x40052H+6FPd0fr/+d/8y85Xl8sFTnd9xGGljf+8NRg9sBW8iZVPT8MnWaTNqzYZGUs2PuPTvJzbU0cf2wRgHlaXN0tiVl5XQITM5szWcOU91Pl7nlZ90HUG6pOTygZtWmurDgfGqZbeoOIe6BvkZIJg+nV+TZ0KLccQLRPpV6VlLv3I+PG6sBcxl/wFAeT43asl4u6Gk6Mhw97X/zJzGkas109fdp7+VV+MBiDtmmrlcA0GgV/OVuEQef6LjntH3kt5r3u83mYkj333YHNvy3LNP3uykaZI9ORl0XIeCnSxbro3DsdjiXywBMDdUiYV/asqJbpYjSiJw+UpY3tVTsv8F2lOVEZA1JVB5i8Xpv+HtzfY+e/fLsBTnRcbSVgVy1+Z7LEnkhn3c8Gt3986R9MhHS3wK1rY2xEKkP3LOP6dXzyB08nhgW+28xtbmXpsa/+5MvSacnAcaDgCrXPb9QwohMPY2qYbZUkTNmk3WbWoO86PsxZUaiF2NTYrOKiPyK+Cc0Fah0r6lExW+dt1lJqB0WxJEbo2kGEzR5y8imWXUPWLWMe4l0gpncXZ6wo3GQxrkLs4/JyG2ey6O6pO2zSna7TR2c6FDA9A8Lu4V9P4R0CuU7B1cXeDwcKd1Zvar+36n5uPVs1M1wMP7TIV1X+7A7cc83ZWraalV6D1TaJUWWwhh0fGboVjFgvNq2IoeeDg/uaLJvNGRAdqx5bn+7o/Ft735Y+MxOhr/PK13TObRNUmVY5VBWEQLqH9zoxpHcme2ipTCtDkxEV122tHcGq7ez1KycYGtpvXHD5X///bFJbVWCu06I1YFliU93MgsdP+8nt1oXhRehkeWtK7Rclr+Yfn9jsZv31tJpKDmzbU/XZtbp2ghHI8NjFkWecVd+9LZ88HZcrbSBSztHYNjcN/KtX2dEACge+FEbbtKBBe9gxaqKBdLHtEZpu7J+s2jWxbegIXIMybhzaCAAR6PXBmsKbmhwOrAeRtSwrVFdWXpvKzje17FEhMc6J08idXbWCsJ22mCXrOTvBo975fDwA/+8MvPch9LUT38pXKxlLbWvDIGh/l9tD77bNs1aHPnjXA19fw46Po7/O3RGT6cSDKJGIuMqh3DOozxnCGEhmmUgBrbQGEEIAtdak1eqrW225Zqw4Aa1iONNUdIfXtzocHiQJnzJrd+1N3u/rO/bk/QcI9MOdHUwNEPbvkd12dZPcpvO0sQOLLedeEHodnzr8TiQWqxdJ0dmdWALtH0/0KqmK1h4ADmleCYjw1gbKMWplyFRd30rba8Pjgw0l1bIq4ipTxrrWVpv4ru5jJARnjKVV3Y+AQwiETtxUOs8IUrojqvSuzlCaoyeWLLd5y+hgqMB5w7PkzfctQyBu6pBig0uzw/YnrELiIm+PqMqeZ3cZv38ioTCsFiznRWIZBabB0Tjsd7Oia6Vm0JVtKzy7I3jxr+eL+17ntqp+/HuHb3yc/+k3ydv2J2Pv8L7xxbe4a4ov3s6d0NjafsnMrG2o2Rot7DnGM0l2PBxucVCj+io3jyKikN7ObGiN96yrr8rV6aGrym03Vh9YnnRRwVc47d4L19es+jJ579Nuf8fx2gCex71AZdns9ayyF+A4wkaDrm7jAoItFC2CGKmagarMedOqshGtkpwrJlhbdDr9rKR9Wv3VmpihRZCooDXpR6SMVxBIKiCTKms3pQCO6wVGgLASfiGRF3ArvI+3eZqlF4v1xjT8w/4o3EHSXyar/VNXdBr3BwMezzezJgo0cCLro90Jc93lhrljvrAjC+5aLPNVvCheqfBqZltWhJG4+ny3159/eJfuxe0/+97gG6uojUpUE8Mup+taYWvGq1xbrsyXfFO2nT0wHsLNFq2E8rj2Rm4bejz0vqQoMNsRZt4y67YGKuxWOlkNI+QpwExME9kI5JplO4vZviduZ4lnmDVuYyqIoXDav5iXhb5omhvQ1JQroqHATilcoy0INQqRC2Vg3ekJx3OLZ8ncmfeGliYNqMs2E4NFQf2+Bg2yl/l1wpwC7d8zX11VX5TiycA+/3pjaAdTWAe+H3jzuSI8Oxi2CsudR37oNNc5O7XBXU09KKs1J0OZJ9IZsrOVuhc0j3Hn39yCO0gh8E5QCrjWEkMOdAO8bnWg9cCz45xoxBhjdVlDWhUAwLwGFUcCT7rg9abtmBfDnkqVTFM4Xa44ZcUOGH8Efsv6xqIZvb/z6W5+vUSFRFXKrjaatY3m0Bug5Va1HIQ+BEiIFnRc6Ug+CIkppAdkFDm2IXSTSy2ABAipVkEJ0N9IHzSAABClrZ3H/uZNVVqMNwhpHcKKbWq/6GBocaeM44TPNP2mmT5b235IQSmzdHS/3wCOVowX1HJp2WTzVifP3+wdDHv9IZTFGLWm4emO098POxrgcj04aOZfL3lIiYluz0sPgSACm7iiPnV7zngy+NHvPFxmxvJyvgFaIli33ITaYIo4gudNZGNm4KORh1SVbRjFJvEMvkedbZvPmpYapz17sVbRkC6zLGn499+XtkP3hiYvs5lFP/rs0NDw/JvbvGgvsvxkxx4MhB+SXESDTHGgTCN9vphqrCfusBMScVye/v746zNvkIntOVbuoGKo5mfjk6PtpWUazRfN82V4QFnniee/mXZLsio36+WijYmFXNgZat8ycgHHPafvuTxHf/zqZg7g3xr6Ud/5+QVrLTXZD0mkvBJvZvPRLt3cvDIDsvpv53polC4+3Nlv5tvS5Af7ap0ar5b2XtQdlQxX+bcvc0M2QR+tVkVzxz0vIg67nNUksvYm3m7H2TaSiSrXSjUiaWvIzQA3MpRzZ/gkjG5Xzu/+6L2Dj72//OV31d3Vm9fVHzzqFAWvmrwqGkoopFZR21Q5UoOG17mSlAPiup2eBaSu5zVW/pA4TrE5u7uzH0Azteu6XcSFJ0y7G3bGkTsYEL83f9MSTp2oA/pHLFOkyiZvi0SJK4MNAvteZFuYRq/ZYYxOn8l734P/8hP+X51v/x8z8eR3u35uA+FaSoAKLMqaXLd7PfrOib6Y8csNnPiWjQxzSNeVIytEuC6x41GjKHK36h9xC0LwLSgMpQvAe2jwlbZX+urp0Z4Zlc+vL7t9KExSZcrv0etp+QgSYBi5fcjKub1ZCgAEoNywQCuNRUPoYNPOgWYGNEe2X51NFV2NGWKyrmJ9kdfHUPzO4yGF7terPOPgs8BEq+riuuGhnqWFvb9nPjk6rEU46bjDhzeXLw8njjhjdofeP3H+1Z/eTh7i25m2Aejtij95Qe5LXimtRW1EKEPq6HNg5PHZNduL8HdnYGKCrFA1R3GrHd9EulVYD2y87/q8RITF84LxgkvCDn20qUQmwaqi50x+8oETtvzL6/YMQ9/GHz/uDTub1/eatzX+6ImnHfWvXkyNwtbcDnZI28D+0MKOIj58m8iuZbtEZqUQWvQ7ZqmY26CBZ6dFMRzYooU2gjZCSBCkUCMRNSFCEAAA9X/I/hJqZRWpkG1CwhAqpWURUBUbywIrF0253+V3JFvgFS7rZLVJlYK9AZmvCrJpXGYJ17Bd82ELf/0623swLHxkyJVK2ycPdpu53/Y6p6d9yYvsy1dTE4q+kyZLPk8iP7hmuNlUkWd+/7ZU3cFk2JvjqM3nkJVAVm3V2K1iTBKKEM8PPcqnLTrq0UpuMjCOkPTwsE5fv87LLaNtCwI82xZxzCQ0jh4EgVtvs8ZCSuT5qpWqama/ejXa9SpW7HZ8LNAXv5ohF0bjXl1bD/vkq29fEkBpJzI813blnNeqbOd/PG2+eiNVm/rRg8NgNpvVspsb9/0h6Q6KfPqK9IwiDb6/jEfOCTrh0cNlXZOgCEYEHcpq2+t005YbxqaSF9NUALA/9NAIL4vctTXR2faqig0YOHZngmLCdwUoGaMa7Pa6dQKXLyvPBLqpnp3Vo7EZ9lgomHxd5MA3cW437dur7bJWe5AWWZ7KoqFhr+MsclFx4Duu5gKXrIRaAlbxquUQNU4ftVsr7nQ6o6HZnK8mJkqbrNxk6yFe6xSJGrtRrKgXhUfdnmTNct4CEykhWU2JsqAd7Iz6F/OiW+pmmUpv/PCezrPsfIY8m+zTDgp6BoUCgFWSrtLEs33p3zNa2l7NK6VxGtuogAo6DzqmNMs1gMw4PerlLxbPX4m/0wVXX+m7BGIAWsOBK9PKbb3YzLPmuOMHUfVswX2mdxzD6rpNxklop0p7nmIY8jK/V6dew4aTIMuPZu0RBx0HpAhwExR/oV4jGv/tR8bSqF6vm3FIvJZdpJw+uBdfXCtzb16wwL/NGuj1R8d69TxGWkIgqpHwQ2CftyvHsj1vgtY0Bh5CPoXTvV5PmxxCHLYqmJj//beLw97O6PH+Q1IX51fzqol9szId0hE7j70oD2cb780yYeJ7Ay/ugdkHY3hGJzeX8wfvDLJW+GNUXvMaBB+7cNch31y3WAKCVeSDgoGtrdRAvVqYkRP8MDTtbV02atxBl5a6akC+AB91URcp4qtfPE/CSG0QAlq8jUHCwMgDO10JAEq+LyoPfHAEfzDEycrue+M/f1P9fg4eu/63zwcyo486d3Rv8uqOb5Mtq5Fj4jhprqf1TkC1kMoiSAneKgvDuJGoC5tKU2rt73Sydd0WsiTaNKAJuWEgjCGGUAGo5N+MGWJDJFJueaigMC1pA+xZ7eerjfGTMZYr3VGVrPRqw+6FJKLn1+lBmnmP9jZnK8PwpCtBBLApS9t/x3eS1YYvq8skC5Bf+5b1e0/dm8V2elOAbbSHs2dL4hnEBlcVKv2gKhNkknmKx71+5ncq4djMzCFmhjIrJTTfMimFdooGKfTVN3NbITBdj1UtPtpNse0Se1FBYqPRbhVnbL1NQUv6XoOl2pyJTdpQCo7GdLnisG7f2cW3cXUVIy61FYlqXg66fTvqff2ioMYqW8wMRC370PQD6oKbLE/A2n9JMyfphP2kY/nZq+0sr8smNJLV1a8qfXDfLj6k6s0Xb56RQRmcVMFOcMo8dDZm7ZvXZYCJRhbbbq/uRGRIs0sfRhyX0G0HpGKCR0265F4bDhCfK2bIm5ojZlr7Qfm2Onx37/xy69ohpnbNUuu6VLpXmVGEwG4ru7q+uDlPSp1tEtwh/VTdVtDpV1vFdVnrytXK0L3BNms1o2kBaiDrxnEswps0A2gwr9pIrjrm9bPnQWO+XRQjBo47Sc0tWfNK2t2DwYh6DZNZImoHCwZxiaStOZdxUR4bvtfp9H6/c/jtVda60jcCvJ2DwRsEELANilAlRJZnXHdN0++52AKJTTR1DWImV2tdVs8Wi/Gp150zaHbaaas9Y1lBS/fWefkvXlKSW9+KRgJgZ2BQpQnE6bCzeX070KjY6AHUtm8UVyAw5Yi6Vc61ptwzq7nIfScycGQ2c1X/Cs9rkAr380NyuEFpa3/94UC9sx/NtHh5GxQBsABINoRjBGZz+s4+nEnUgrkJKcX9uFwf/vRhLzNz48f6wdvFNMPbjdMU3GhT7AJ3F6wMbYaG54b25UId+jSvmoSZD061IkthWitH6wP4k8fwZ2v0/WttRA/mq1kWn+lO5SRL3XPrF+v5eK8TtXi5uepm3AGOR4xKDiaWyKuV0HKhiUJagluCVojYgC0xaKgLw6N/dND5aJHsWCqtzYtseJ7ffTRC+ESxRrnKLJN216OLuOwp/LwxvEB4BsqUyBbcN8yOwU8Dkm7NXgMDl3xTi8njwdvL+e8c8xUyzU7n7nx5mxmh7/hd+012CXnbanW8g1SLV1JTxD1LtwD7psA1MrikrQQNxtCOuhQ5BdVKKYEQVBgCjJGGUqq/JkwaQaKUyKTTAI0avC1QdOArZGjk9iLfoIrMksJswNtFRnsdVLFGUAkibN2up51Htq5mZqWWTNQc7tiwMqQT+R0Hnj4+odoLqWRj3b5aQ4sXmyYdQvVmAXdta2jcvrkdHY/Lqiil/96P39le5L0d2s5yI4MUmI2BFaoJLCFooGyzLXQMnOUZtazVer6u073fP90Vg+fYPzq25hebfsQA4aaWyVQxRR4cW82dBJs6A9jdQ/FFPc915FmjcXdattltMTyM+qPeSdTn8/HlF78o0jS0gsZ1VbVdxWDfhKTn7tG7rR7WybrJfVwVyq4NU2xYC726Wj7bnpf/yRl4/HcA+I+Pn/1/Pw4wMSrtI/Q2pV/nSsTZR8SnmhwQthOZvmcUmHS2+m2yIkWHCf6JbU/zahangydHcVUg7mBd5dfx7p4zVFmcpQEli6aAvq2cTh7j+9DvrVIznX57twyMth+Nkk1zt/Az6Ty0W9dsTGoFnb2ZVpKEd2suWxQMBsORTqe9nUl2vU4uG7QDrEOEfNRen52/SJsfG4c9k9ie+eiJwQ1Mu4eZstqCScPUuMjbVrMKYtgqvSiskcb91lAp9faG75j0DQsRIL/++t8oeXt47zAKw61CMK0lkU3G3bHjIGebC50qE7aV3kKSGLDcgGT4uNdVVZ0wkS9gaijdrtmoDd33TfulYNKmi/xNAPwfrE3/Bhlb8NuLtY/Ig479i8v0HRu+PGenyKxlm6sI9PydPeP7l7dGA01qhbSZ0iDfXrwpUkAdMPqfJ+idhrwEf+uHT++V87vk1YxZQ0BTAFoRdIO6Qdk8pi+YArRxDVRmJ/3uIm72SPoE1f/Ibk9un/0PALyRM1IubuFASaJBLeDwxJa12d4tN4b7hOHSoiJoy1pAfhgc4exkDJ8bh98B+9Xz84pJ1rZwQ2EW465gtRwce5dC7faMu9e3e0NIfM0n8Oo5CmxD+/K7VDx+1+JztX7JE0SHFk4rCSMUjd3BePzw+PhTPQ/+23M34xmAZ4L9AfaAX8xguyy0WWSx7A7TaVKBishPOvJtQqaNlBZwJBgGqOfSeYEEtQY9K6/LHbsGzFsh/1/HApiVpSg8OKbYubzd2vNssBeN2vnZlV5C+76vS1UJjj0bJ4JvW+EB2EKz4uW441iazLPGFIwDE2luOwbWWjEEAUBIAwAAhBBoUiBYIK1MaJl8cbZRpsRblLZ4KB1uex2WaBkvx10JOqOj/h+8hRqUxOuOB6kbBpoabRwT3Zh1VT2x0a5pJmzv7xxDjxTUT764w700AuXirTJZMdpR31dFeUa6R76CzPWs1B/cP+7TYdjOmtsXV+sf3usJylamTBNFkKdQw5BvBo1GnsorhhsIGsdyPJVskPvgwWdue3WdOUGUraqxG8aL2RaZ794P27oNiG4trWfxqwqYCMhEd++7gdTzXKO22lwUyLDt3mGUtQ7szxGg2kcTaF5maeWkCHFQLRvt95KuuaZfviqHXeHCqtF6jfWQA6u+qxs46u60qfmnL8yLItW9iyY+N9pGYVuAqG8Hjwd+Y/T2a0umrEQXL5XAZQ+ic5E/AntB6+4NzX+xKDYvVx3PXB9M5KxqZFstwZfbadTrl3XmHnW3Gxmv9W6Q2wMcvrqQ6fq4Zy6X7Ivr9FjCHS32QueqqMotaStwtB+VJs9zwJFw/cnhg53LL1/dNjibXmkuAAIrxYSlwyFUi+SoF/yrzW89Bv/TpwNuN3c85HfApSWzSLmMURdUjEJJE8k9C9ktVwG5xMFY1zRN/sFnB7/8U6DPF+vBBpdWcLo7vSpwoKDGFcD+XleXm3yzMg3j+dmNY5gHk2DQIzMZTu4PVZzdpQI2a1VVpdh17K5FAUvKsw2M+oMhad9t7/3uoz0bodcXYmaCNhoWF7NXFfwIAOjBivc2qtwjjIvy4L2DP3lRhI4CjUJ02LhtLsW8tHzbED/5AGEvzGXwxH95vby716F3KSIybw0gUU+IJC7d3d7ujpsrlRKQZqynRJwWu+/bzGevXsH/13rzZzz3wc4jYJtw9x3lHcHNfU0LJP95fb1tdB6RQb3xEOj7xM2xgczBivx0PNi8jn97wa/zsgQFUklbab8GtUGqlwnxVfNX3/z0YBCx5RKo3ABzbrlZG1ryB6c8qsH/sgv+bV1fcdT2FWQqfgt37/thP3z/id2fHDYv0/nV+U6wwTbwq65S/v9Z4+Xr5DMLfNqjUUC/+NXqcwzeFCAZoOs7NfbE/T5aAy024OZGkCPSynY0ousKAc5oGFcpvdcx06zURlU0JCtBJ0w4bQ4f0S9/VaeA+BOiMpgWletYDROVNByMGOGqBCYreKu9jsBtVSeM0tpxoDZpKySSihJI/rqSjRAESgNERqh0LBznivrGnkWO+yRZbJ2+rrNmn6q5Ui0xAltFcW1q9fCzHmBeuSxdDPhs5jISuE69zOI8nf5xdvrRoXewW5/u4GHVuWy3RSrEprSl0wft9/m5DOjhjnieVRkk79ybJ3DyYJcK8PZnd+5Dd/ZGvHteuDoHBvWPnKtvYt8y/dCsCwZZe3FTEKbjFt7f8c6nzC3Fn3grmGWdQc9xawR1tbgFyDjtobs3y3bJya7uugCHgMZgnoBoAlZKbFDLyIZBlmTIZezt9y+BsDd56hpid+KmWUox7HVD2ayL2zvm7CDbnG8340O6bba84jIHA1QtpjmCdNL/8J8hYk6Xr89vXf164L7fm/Si4wEF+WVAAehZSzhbiatks+9pz1aT+1g3+OZaznL44WkHXceLJfo4dF8VkmeYXCakj1SpCkF4Z6y7QaUY0HiCssZ0J++ehLPlyFpdz8A6zo5s+T5MrwBYgHaRzQ8p6iKKugOotEyl0EJrqfj2+S9rXbahbivkq08c+ZvXo75XIn20ay5LITr4PevE92HHrTfGvRYGVWMkirNKEBMmcUMAKcrKGKFNpQ3DXmxrA6TunuWv8NUX4A8edP6L67Z0o/39B68upXc8YIaw5g1Gwq+lqjRnTXx1U6M8nhbH/Xt5Rmy/ryo1FZKkZZyUTdsWYHUUOe/4ln1e/XbNfvIPd0iXPH12iZ12A++RpnLMBvz9B/bND6f/5b+euQDH4T01GGmSlks/ovPbmDagAJJh6mFny2Ec10AYT486GruwfdsUU/68hnN++kAb7gjG11titBLzYNcgZXE79Z8O19/NgB1NTIGKgVkocSnnYt1F+K3gzCeq2vxMFp7s/SHgj0G/C+vfyIWBg1DXQ5BZAohVNWudSWfQDTwCwduX7exCfZ3fwP5oZ2htV9qo5o1COrSRo0TMCdYdvC1kMKf2cVn3CMMWKpn8zgLuCxBNwech3LjKOwYHDIyDPXe4S8d+vLaXzxu3EgPVb0xc/zhyr429q5u6WvWgLEvw/nu9i+/hnuIo5h9q8uu19C2Qt2CVGRloVAtOugS3stehisMaAqJ1h9LYsq9db7TfT+7qRrea6auXeDRxz14mJw+c27fVZiV8G0qoALSJ0iZViiusge9r2SjFwW6n3ST53sCixMMQAYglQRgDAJQQQAANoYYAAa1J1aK4gU2m7Srz65i9hlJretBzexZp824gAtsPMKGWaKv87Zc3HUu7CIxo1Rpxnbdp1fEjg2RwfG+wMgPaGvTlBia62fLSl/UiH/Uk7OG8q1bPE/e4bw4tJMP3nxx+82fTlovrRarKsrmrV0o8j/PTQ9O26dV3db9rGkQnm1JX2XqR2V2iVq3noGdrvoVWr8iO1NrdJfv9yWw5VabJPM8mdrEtQgvoEx1vQI5h5ziMcBlL3osAy7fOVpcA25E/3u/2R/7Fedr3YS5SD6O3243vCKJ5lq/3QGWHbuvjXsDy6/gKGnm8NsKJhGqhW4CUtXe40d11u9wdtGolBwL3O3k08kQ4aFasbHNRsqK1m5LdLqqmxb//u4OcoObGcT32d7tc5u0vhDhT5d+i4c5us1rjJKsSxv1Rt9qyB/e7lxeVbZqyxiQKtsv0XZo+Hi6oVD3H9Fbif7gAIUS+VgQIiLEwhwCakgaQxxw0OUAhp6xotRvswIbiVb9Hbs+ET6xBAHjK8gYOg86LqVHmJYYQt+HVCgCWuYbbNpVycJMh04TFIgGhqm8bl5AiSU3TG/SM8gwtffmbu/UnP2x/58d2cXaKzUHVdwyX+1XJMEcqr0vZ0zYxWgcoInDncGzZfmUwolrQlt1q0xLuRl4XdqyB3ZnghagTZRy/N9l/5H/71e3LBfvscdRkzfzi7i68NNXAflT8Tz4vbmLQbOBiGhQARUCIMvVXJcgIdTTq2RonRdFmDNJe74pYT6/vErqitFy8EXvjnof4UoGBqgnhfZsW00o21d5O783rjEoScMzybYKqQxEEVv/+ZyffvdnkzUJbYlMWDoxc051K81/xRxvNEnDL1crFFuNKtWDXc4ehh1xy1XLSbLVDHkXWf4bV/zXezKpssm9Ul4wima+5QhAA8HDPWjKevlX9ESxNsI7VkzXYFqC+AekNumqdxS0xf5IPD+XmmeFKC8IQXpWwzVxaYDPou3ut8G5VHb6b7b5b/u8vUQ137ztuuoFZqfcEwdhNeHvc4HkrKm0MXKPvarorLEOCWmdb3BDodBsAVcJgJbeeiTIVEsfxDaRVMYjQ1V0aOGR6noYmcnxVME5tAwqEMRZEy4pJhFKpm0o5FCbTRriCCNUQVzNGkDQtgpDWSiMECNAaQAAA0JpsCmp2dhpH8Oa2klUwesQtPxgFFJtNEpM2BURq39EtS6erfgfOrlfrVREobnqNj3TCLdlkycVF74mufzTpjq3sNy29wJttbOybhiLTs2bfGGwA9XBCQ9gejdVcT1dbbyLurs7rvBladnW9sW28qvhxpz99NnWhjbqoXW5gVc0zEe0MElFagapr2netgY9fPr/5+t+rkw8nFdsd2P32tqFkwHViDiOjaBhoQBxXzCcLJ2iFZfAamRKKJpbcd7RyK8uNS79zYIvrBYEybXjf8OO5wsSaPAyXy6zerFVtNW/Y8KH1diaQa8gqBVQBqIGCT7o/mcW/6T9dWj/NOiOQ/rGM5La9MdqmvFLkeaw+cvnIM8pxFEXu6SBUi5aVbWfg3X+EBlmxmqdrnWlQeyT4LtXCkiPbnxd1uSrdjpdeV1EvXN7Fqs0aEu14ZL8h7bTOuX+Vq/ZM/NRBmRTfMH0FjCemzW2kSsadiiSpUiWwuustMzTru6Gw5IJ7oKndqsDA7xjWhtW/eKUG2LxYNe/vePI9/5uCoMgYuHB1V3summ9ph8Gq3A66TQzppopuEjO650nJ06ttXzano6Df601XV3CKy6wTfDwK/a4n0qzBjMRlXemy3aju/nDsB66Tlcmq9OyIVUm8bDSSBCimDQPr0B1FngW3LDZMbgEN2WIx7zhri8TfvYnrGhIBo+Gu/0cS1k3xoPcPrjdf3TU3eLWRVxUEY61MGnLJWhAkXoCLtQKFYqqV+/mFWnjVC9oK68Z28dOn/bjIk4yFQtg2TBfABfYd9M8vNg/NdqNMIoFh0NoJ40yVefr8Z5kOQjLq8guiicU8K9btpW1a23nF6h6obIqIbCVUfQdDC1wInRdNd0LMkWeJ4mwT/5LFFmEPPrH5gh1P4HKjrRYwDE6PnV2RDx90v5oWec76JsAGXE7BTx+gJJfgiHybOH82d80L9c3Pm//DD04G7iDRISqYYbqLBT4d+dkZ002FFW8e9L+ZqsePt6taiFAtmvyTdy3ru/zLvHEBmgPTAeB/MyL/dVFyCmcz2elKiFBFpWPT6V396JD+1bP486OQXxYbAgxjtHfkhQOxmW69Drm8zp0O6QG2SoE/MkRR0JZxTiqBklQGgQwoqDBUBPx2DoZd0Rlwu+UagSjAXCrGFde6FcCgACIANAQaEt4aAKTbgzaO6KODJ+ja36OUizIC1TCEseJEKhUvN/OCK1BnHCBIbJkVUm/as3XtAGYeuMPH/eadyPyBu3y1pAG+uqsdi5WblbBjCsTz/89V5wcu+kE/uaT3T3ozVNc5YMBq89yS+rYBBJqEkoMHEZheRWBmtQ1vUL3Y5LV2hmEHKC0d3nfRVUYt+/auNodRwtiXf/Lm4bEY/cFxMMJoi7EM8raWjW4K4dvWirZ5qq7nCk08kEHL8pRfGspHlpGcb4JHVtdrrho+gCgmsmmXynMcbGyXaSduShSd6tLY1ZmkkRJJI4mETEqp+PHJieW8dIrr5gGu6/qjBnwNwLcrebPZDHcaHdbjHeSocOiNVYjsocGhbYB8e7WYzpffl+B+dPwkKP/2qI+madJYIlUXOpkQFFPrYAyvN5oDBTYbYtWTe8FsVe1M9o5F3JvYb77WkZiKjn6eA8DBDgRXms+Ba+SslFLdpVuhwghMhBKGQYhhlrciSfsGEsjhBhl37Wc3RY9L2unf8RyNtPNEF0h2A1nUarGqJUTXV1XHB0LmZzM1czurknR3lO3VxfkcLsRP/slPXr+4/cUvX/X01f1/MrmZNe992gvujyDPNstta3OZQCgj0q/NRidNe2gPdQ/3x/MqFkhpO9BOktaeG9pGtq6JI1awNRSQm2U7W043Lui+2xscej4R8wRHFrE42RYYSBajf/c6vHtwOtcvZ2pmA2NpogFF+YIqWTVup8/TGwl6OshVCsprRqzbsnQV4q4TDG3YA+VmZQoZq5Ympe/65hB+kLUxotOEK5O3jBnI6DWZhfgWulxwuM45dwAqdC9iy4zBmg3xcvnmIdhFAFjCtyKv24GiAkHRfHI0mrZm2COWXPzz32wHCjw9sIcPrUoxVICSaXeCS4zWwoKZSN3o/OfZwYGKLfBdAnoKjLvw4lJ7JoAtexExOklfL22PjvujaNoslgn2jwNQ+ffvB53bl8ZVCrZJcf9grgg5ddatkBos86J3Wk+/XoaFPgWgBh0F+uf6Nl+XDYShNqSBuAJzzh70Qcabbh+vUu4MTEiamztx8qC+WS+mG0+tm5zaexY2x9b5pi0wD7qt4jUmBitlWrYEoJ2xYRKGUxA6emPa0IAx4y/Xzf0hDB17lTYYA84BAwggQLX+m34BAIQ7wv4IC1/tKFcpCHqWC1AXIDMrLm9SAqGrqODc61o5B75SJhRCWxy3Ret0HQFjtm3NwWcHxelIXcSGITxQhzYAN7kqpDsJEygKpaDhDB4cyFaslooh8vpl2huHvITarG2lvGhfYPioYy9um0SafmiyNCtQt3PPbGaxQBg5jlnD0YggzCwHjyxztUSgZ75dnDc/x51Jn0adA9iOZXrbVsyOXi1Kl6hgN4ChU7WlpXSOXOZntRLGbKtbFl931VXTNnZKFG80AMA38LZsMaGJ2UVZZbruJYf5LPcMS3gY1Uq3wkH6wW776uYmLUD0DHU4qheKSXBgw95pH+34ZYDub2+CFY1jOfEh5k3heepqfTXjt0vNTWrLfNxzhmRbdvlvLlMO/L8Vdn+RJYSY8V3iWn5dlmoQiEqs19yju0fvPZy/fPbrrHx/p/aAkV20hgGWDdwAHFKyI7KN6/tlpTQJRjaW2CM4VItbTqTWtWlUCqf1hkr1euPNy/idB4Pdk+63ZxzJRAychoTL63ysbal0VuZRt7leyWwLguFIC3eAmh1TvZk2O4MxvYf+9J//2Wd/+LD7ZOL+fFtkQWA2uw8O52sWryTjjog3vkmx8q0Ku7qihh6GepMyDwnSNG9mII9vE5JXxmA8MRzP3FzOV01bIlMC7rqGauHd94V1f9x5/C4bbmpZgTrLMo2rhttyJ4qsZlGgptSNAMBDTmgD1pJChhWiXllErRAgfO93+9//5ZKLNFaKQOrZXvgk1Otp0xJXCp3F6bUe96xZMbkuS+P/T9N/NNu2pel52DBzjOnnXHP5tf3ex59zfd7MvGkqE2VgCkUwCBICKQYZIVAhCREKSS2poaYaCvWlkNhQKBRqUBQCogSAAFiFclnprz/3nHvs9nvt5df0fjg1kvr+xfvG97yPJie+UUmeIp/XcSy4gDaHum36FU+hamzYL7dzqDsa9Z3Z0jfNI5GErTbcRVuAkgT5ij4rHPeq6Byg20X50Cn/0V3/2RL8ZlofuLEh+TZGNtA9q5lzxhCAEmdSe3g8+GaR9kZ8RJuWmM837J6mjIWCBH0vgE99ykK89/hwHrDr6/yTgyZcLfiYgPh0ffW1XgCrwmCzsIb6Jm4qJBeC9ZDEt2lBgL8H6DWoW7MG0cdGYzvwnRwalbzB+sW2Oe6DZ28BNlsNYruj75P8vO4IjxKqMl7qmrG8ZAc/2r+ZRl1VuDomNSFQAI00pVnkdb+Ksct0CiQE3S4oauCSFhIspMQEZm2tlRpBWPCKSYQQIRgioJSC6ne0ZPCOVbjtH+4ZdczWS0Fyoqomb0gU5pO7fQoEwhTWXG+wUzYNNltPefdttgpFcILzPNHJkZJfNM495d9OX87NfFcaaCO0Wl8vxTDJqOeS7/u6bfAKdyconi4yD3XwhiZNgoTl+geWrVtawRiBGHHHbEi/r57N4ME9cv1q++TJ8emLVc3Lox388gyEzHx3bL0+Lz3Mwly0qKlmIfgmLyxrPazzzXoeFtHEsnqeNe4/X8UmpU7PIgKh8+R2JUwWN1QlZbuKZ3ud4Lt/dLTzi+WvVjnkoKi5VjRlaXY0pkN2FjU68f4nh9ZfXRRYA6EqNQD2vJ1XT1es7UKR0+xAFeV1mjQSjIZWs39M2451uV0W66s47WspfVUXJ7Z1vWZJu5gxhsj7Q8RNuRJ1mqGrubEsIw+KTDilat5B9FnTYKHZjtbOVw1WWPp/9A/v++V61xOtaf/8m7zbNn/7Qzj/VtU9ZCXuC1atMEB12vek2enQquYJysoEW6jqo9U8AczRNLUzriYEX+fusoXDnn6xjjYcjh9PnmY6nIe7O91vGgRYobP69RvwzsPdbZI7Ft6+ufUDMH+VHz9+NL/YDP1g9+OH9YtN2RX94y4GdvBuP7pOq024zmVdbJuGCU23el7HKgcTmAgZqSwtQ6YaS+NUyzisKPYwLeIksalXSFCDsgLCMy3U7w3u7JrCSjUCy3bkNzy0Ud9wzdxCbshZs9X47t091zafpb13xvhmdpqzegjpVmh5crmOAAAA5t2LuxAyJSQAgGOLPLQ1tbpm2r0ySLe3V2nzw4/MZI1sVmv2/nazyER0jfAdHbsNu7InbV7ZJpdMFEIG42F+vQL37u0sFr//08Pfft7Zlek653O7DwCIuM7K5Z/s1hMd3Zju0YSevm3Tst110Mke52bTZpVpIVAZBvb8oixY6gfsyuF62liWP7I54OZt1Oz3yxbRaeG0aeoTFT1r7vdr70FgHnvr2fKj4+DiNDYaiFeXZT0HpRIGhBPNCkR++zYkpvqoe/PF9KFI5nMALC3pQUblm1fisS5zzJ+2vZeM6646dNOLCMxr8PgBeB3B+7umkujqFbKO20azF7O2jVW/Sqd2TBOYtiDo6t2iAklcYc4wnK+4wyvoAscCjgYYBTyBpGPZZaEMgqDiDHLINVXxBnMKTUNhILCG+P+fL1AAaPfuuOHvdWafLd/c1A90e2zaHKH+gduDO6yGrFg32zxj7SpmwzEGJZPMKEPV7zs3MyS5mXdR6mBZmOm3Jv3Buxq6wmfbZdQoIckevT1rjj1r92DIqoq9vcU7Rh3VTSwB4wDFbifoWzZXbR6Xlk1mr88YboyJdV20x++OsiLr3t0p4gZT7aBnXc1yzyCBj8JNo/mmbzWs7ehREzgoBd5gpH/x+rVsVP9kLGXhI9SUgkw8lGvhszpSyV6PDgeaqtG20uvAv9fV9sf9HI13f/xJ8f/6i56uYMGVbQQILislJXqyYzdx9v+dalyppmSOAJaJuJcvyvqxn9YZ1+r8MmW4seyeXg1P0hBdRcWGQ90Mag7LOCuBfLhOwxZod+jjv+vllJKX6+7AlCFI0lTV8jEE7//ITVayTneeLs4MCCutyTOoKTl8dPc7jx+5Tt0+nV+z2h1FJyfg5aJzViaaAm4oSgNMCNrbIa1st2uUytqBKBAAGnTeptq07Er6cWDUk/o1prg0zJIFoL4Y9wPmaMm6cSa7pMFEl0LvxkvczkVn0iHq9dfbFgNj3pod2u93Wi9wGbb7KIPF94bG53PZk+BmwyaTlucqk9E6XTUtK3AV1wBKTSEF9of+bk8v03J+WcuWNGIZ1nu7xjv9vVlYvw7XqSh39+3SNaqlBg3qHx8djbsZd0gAORWKiTdzALoEruOgTy/Pir7DJARfvUE7fVfbNdk7QcdTuw/h5s9nv5gynS0BAJoJurtHOqpd3YnKGGvwwNXvoiIpCFFYRo1ewY9c/Vd/Wv4n5uVpG0z3aZcKXfPyvFoysJU+LEqPUATwZbHZI7vb29UBcOvLOKbGv/jlol8UTxl1dMM0hchVPymnMptGvdu6Biy3t53Hx9bTb9k6j5TTMoLuf4yMDHHRaOV2LSg10B6WyRg0Qs2cZpmK4z24/hSsO5TbIJHC8kG6gYM75fMlSHB1b5I98eDVeQtsk0nVTQrYcOb2VlWmmSLdrN0+WMfGnbf5cFveSAy50AhapyysiHHM857sBePyLft9kn/B4Dc3wNDBXR9cnAKTgBUv4oZ4vpEnYNdMGNZB16uL0MBctMrkiuQxbNqMyNIQq5XaDXjf0AwlRQd2mCoqSk27JHaLiaGUboEwLotWSkNIXVMAIggVxI1UACoElFJAAqUNWnb9dqsk+/GD7j4fsDUtxwOXCnMLN5uIkBb0dRo3g441myaEIgZbLJuzi3wvGEmMC8RrShvbXfL94kb2UToozrrqZvqot6lNvSSF0Vc15U2ex4WpWMMU4Nw1LadjOBoloilizpPCHztnV9cHR2YrMp2gfFlqyKFSu4mzB5/snr2+GZyMVa6wBk6j7e59a366IgkbTyYR563RlKQCkLl7A6khe+wlUHcENFNIV8DdO1qr64u357on1p1BVaJAsaBDdlzY5CEG0XfuOt+8zbhkqhEtog1XLoCv5pmroVEHc8F8RdO2jhRw4grb4Nm69CW622VlyDqGO+4PtmlRNHWno3FTy+f4/Y8+ibLr+asvLxbxvgu8I5V+kPV39Ezi+X+bmYbxyQQ+esQdCqZ7YFuUzh35oTCuP22qUkFdO/n+/YeP+mcXrzuXm04qY66+DNM5JMsF/N5Jp7dXTnU5S0vN5dNG9Grkc5KAalnw2rUFqA+fQLB1zq92eKoac/2mNLnYr4o00EvXc9IIxE3p12XKAF6zOYauZ+VrK5qWoOUDD/cNT+TMHuqsEpZQQnHBsFA4z6CuwUw0jEE3z5RpJFmbVmW9KTZEa8MKEDra6dRChGlitZnvuJEd6KhQJlNhtkp5qmu2QbJEn6+N7oOgdXzvoM9KXBEaDD0G61nMSN7qY2t5tSSmbFc82lSUqlmZ+7afpjzNisGZqGeJh9ze/cEDYWu6vHp7mkXKhOr+cZ+XVtHGGAL/rhE2elUKw2h4hU1hv70Q73XGX0bLAxnj5u3VYAI3eMT1qtUI1qmip2WxT10oo/7IkBu916V1TfbcwXRzOjSLXTogiCktTpj23t3OYTy6qIg71InJtQ5KVCNsOU3r7z6CwhFgoDqRfHwE1plgnF0vASiMHUPwu1p8W/sAzS7L4/t4kyBv4GRxvsI67IBQcq/HZhv9EWrX60jzOUE1QihrJWqlhBjZYLVlvSGYrgA06q9eVoEOrjNw2MHLEAGgZUK+91Db9AypjJerVgujQIou6T+vw68vpeZpNZFQylGgIRsSTuMWLFb13j4Nt7wFOmpamAhlCMgKvWzJHPQ0wCC8TeFRF3dSscuB0+PnjZlpOqgbGxTTDPZ7aJWABsFWcUJgKyFGEkEIAJAKKqmkUloZBDE2Pjgu+9jiG8/ftYw8Wb2dbTNOB77rBtmisZCWbtr+2NrOU4MCwzV3dp3V2wJ5VpeA8Ks5qTh9pxu1NiX8br54PIj+uW9exBhUbg30vl2HbQ04pxveFXWNcNDru8RURVtLjuO65rQivfWqef9D72zbwDuBOCtkBh+Mwc23xc5Gi3PoSAZ0yWbsk5Pg5Wnuaz2t76QlV4p3PXZxOXdH+lyoMSFthjRqDHqm2rTcjGH8rOHZ/h20rDvphlCg6Rq4d+QbJpNFOCiyDy30LQFlAzyuGtBgoCGAfMtqyhajepGJqAYOBsJUGhBYglHXuF3WIhKaRqRpT6OqNStDh2nO0tzee7//R//U+uzZXbXrXP35z6/Lsn8PlA+bR3+veZWA+//F4Zf/6/m8aX7yffXZFFzjUHbZ209597/wNap/0AseJ24aC/2raX3GwENzhbW7nmJVfXl/98OV//qieGCsAqeBRuN0JMCgnEuvKxDiCoHff1dsQ/5KgIjwUzV9x7lb8n5VVUuP5Fn8WGfreVmTXffueDRx36yTmpc6a9aLylTtyYG3vq14kgQ7uupgwWpUCQYlcDUNFQbTk6utqhXzmAGbbdMxpNCRXTW1hI2sK5fndheB2/bLFf65ct/V1ccP+p5ulGkmBx28haxiyfoW6uVWsKoKzVCHmuH3OmZPe3q58DjjDdQeDxefb1VSSsVwCK/eTHsfusuzdHDY5dMZd5CpgPYCN4ZenjcLwg4PPIpskNdXMrzTcdaXzXI14xLYRzTnrWLVELBqkyWtT4V24gyehlxH+t6girNEdiTuDeB6JFg70bNZsx0jUGvWI7q/SGNRNl/U+lHXHl7N393Z/aJKD4nnA7MFy6tWgbg96NBFFX5gYDQeCyEpQS9uo44OVo0in4A4Bw4C9weAIhAW4HAEjSI4v2J7IwLg4qSDXyzQ2jXG98nbz1JnLMbj7renkVdziay47mOPMqGaVIGqZjk3Gjy2Cp2al7fAMOF0ChoBJFLbFrgUAAO8XKhOwCsgdB9dlVKOzL1+79F6seXO3zwrDEgIBO+MLY3K/2bRfv89nJ6V1zXwhnLY0x96JlHattSLUPGuIY1qlSQ7QJgrsI1AhYDuWYOBV80iq6yXTB3ek5cDjQ0goTI+bQLTjoqaCiQVBJADCDSd8kYpBRGCCiiplFRKy2SBj+U2Ss1ZEixWZs9q4vL43sDgYnGWZVsAsLD3HMcpk1W5O7TTMLeIvb5OEKt8U1ZcG1L9Dx9YTXz5Z+eU64u/fg2c8c7JKbxVYrXF0isqQzR5yrMmUbgixs6waxLaVKCalTwrLYWDJ06nk9xW6NPzQLeM3pkkBbJca4bZ8IfB7VYOOz21iVPfT7fNBijddSruFrCtcNtzjE3MuTSZML3xSDrIStPjPm2vNsvAClWBFqHc78xAcJOgDpRDp3L3rfgyoQeN3obYxp0R+08N8BefgxVDGkAawoVsYQFLwF+spI3RA5NuhCAanGctSEEOSmRjpDPP81aJKU1pyxLlBMkS2aWrF//sv7zpupPgNx51PuF/vLjBL05GUPuFOnwNrgUo7b2/LK6zMbqpc+tSQGzEI9nfquA2WT+LbxyPt9YK6O+/S7M0mhC5WaqG9jf/3W0o8zsD9wdPWHpRLy6wSaSrgUZDi1Se1kA1YDceJCx7tSmKFktCpx2FDnoO8GImZUSYpZTUnLZ5M2/3nlBfue3EoGGlUyixODtb53nxg2NbQNUFTdrqjSZA1wVJOb+uh3eMr+f13YG+nsshQqQSXIMNr1GVlm2VE9IOzW2VOGB7cau48PT9ifV8EdAozjd+ItYiMQ1FbHkWaxMTjR/0ZstiKlPwRjDd33kSXJyum84A/PwbzdKX69pwYbZM/EeBXOXUIEWSVVkBdWtv0NlchthzylbAUmxh4WJlHU4+fHf3+jQXZhO3Wd83/DuT/Er17DzOzKJEududjOrlIq0db2J1/+3F7TsP3OGWxDMgFRgSr+LrGoMD3XhZ3BTA0BzcJz1LmCCvP4P8jqmjTRnRkrHdROIhUqJuUWE96Lo29E2nV4XzQpZ/78edZ29X23OgR0A7AssaUI4cQ9pXgFA452u3Z6Sz6lzgcVftEZRg8PqL/O6JmQL+ttZb0k/zbJ0b/S7I4mVezJsMi21pMGi7ndM32HcbJxilm9mmALiRqgu0FqQaaBqgTB3qWhy2o17X3huTpqojfJl6lG3+/V31Zr4mI/XX8/LAB9iEl+egW4H3dkAioc/rv3rF3n3gQtx+eKczr3Lis/C07dkIYqAoKDBITPM8tQJFXGSMwDJ6W1mwbfUKZVtgQAFYybQdS5WVcGwlhGoVR4hyBjUFFFQKKKWURhaze3+lUK7lptcSBN/MzXF39upUxUX3nYcG3tHbLFunTV4iaq3DUpR8uljtdvDQFUm20YXue5bazI0UDAp5W3Im7n4TO2yZzKaLO9/Xkc4ViLmOwMiXjt7BWl+3ygpmm9AChddtkDVkHr0Is93vH13fgJGdvTlPf/jH4zfPrjyvS+/t583GMTzEfD3L/L62LRJoENXUdVkOSItqxOq20ex05PahGF3Hm4G9ymt74qtN6S0Q278XukF2EdsdnaRxHmWTLdFN/frtnJL6bAUqBXkDdkZaL6dh26ZlXUMgrHpXAoGBRTVFat3WtaRBgZPBimVAQZ1o3lY1AimQVgaOoBw4pPQ8kF7mnUFfbs7ghXzS7b55sQ52xcN/p76fgg+eg//tv8vSeQP+zs7P2pUbyV7XdTPUByGbKQUNmLdCp1ER+z3/clH2XT5r5J2B8lrth95o3tevdPtU5oQ3d/u68BAt2m8X2jhwfzJpV0t2ROtFrjltXyrs9pDjpI9P9POnUbamPVey9+mciX7PNfJSrOLbi0aORg6tLBfcZhjveX+yO0QLFJctQ0Vr0TJkXrxdJXxyp7PJswe7biGB5zSY43odexYqDc3SmgxoHodaUYp0K4rWLjfNd/+hu1I1nifGbFHA+LpQdqOgsHWUA3AUdO/tHixl0XFKPiBW0b58cTPok16dT10ItsvBGNZS6ljoW9zqhKuy2DZ6R+dcbJdZ3haOqplE+/1RlmaAVuwC7T/sH9jmNjCc/r1q3cAvV5P3XTnN2JaW2MM+X1fJBIIdk9VZETzeZ0mIcmRp+WMK/qYiJu4PkElF8ge6HzbWXC0gbGO5PYR2KzJ5RQwuAtNsszcfD4JFUdw1VIEc+9A3bAuVmxLl8Wb5o+965daErXrHqfsS/IsY3Gbq93eArcBPHqq/eC737pSfvzAfIC9MzW2a/N53/U+L9Hxedmy6LFb3J5ObqImq4v5d/O20OmhUestMA3Zzvq6qOwM9Loo8ihsuuhagJsgJsAxwFQGsg57HL5aV3XXoYCAkUcwsU94ZWZsSfC200Adcwd0BOC4Y6+muRJe8ZRmHqt0g8p3DjsPrKwastDFFrUAz6lKHywUEWw1wYKxTfQZ8EfT8EX630I3lNm0LlLSJQLqPk3kNAK05DqhkCgIdQM6lAAToAACllFQKKKklWQo47Xa7+3mcMbDd663erg1FOt+dpBSxFyHJyl5Px54htzlHuqK0M1A9mp3PIp3CXt3Yqul0fFiDid6gLoyB+ZShbaLwew/Ao7tdj6WrWx+y7f54zLSuA6u8VlUeZJk3wLzjt87QVWBVR8d/+97tt8gI2Xj74lQYpCgfjNHbryBvs7CvLW6qYA8bTd3fHYbrBDKOEVKWUxEy5Rxn5ZDogIvRHx76r1ZbxsLbNBiMmo8nT59e8zgL9ob5bMHbdcfLQUWIHbx/1P7FC5CFUOeIcUGocn3UGv37bJmGSEkINFRCEdiqZohycWOicFNrjRAQQV3HlcaUDpSGhAqhZ6kioKoJ+YFpikLhMF4rbJDc/qhrXmSvZ8g+Am0i/3MCyveP5h86ur52Hur8RYKV3sMkyKCdtk8d0pYq0CW92UTU5lC2PS03S+PZXBb7a2m1iC0150/A8r9JeO2CsgL9rvboSE8pTkCOwFYW3ntKVV6XHvZ3eW7+Nty9ahfVVgY1aPoJkAPXsJVCWHjv7maAJqeNerbIfvCR9/b06Xl5vGt1PY3mos0LqBCs9JaSKq6k0kTKK15jis+jdG/PNIuGNlYoRxBLgSoZ1mHWhNubPuq1r/7ydNl9d5e8NXkOAAQ1Fjwp2a6uEZENTz46W/F6U3uYsmVGe/aI4Otle8yzqt0qSoNYNNti57CntkLmORd8MHKb0wQfTtKzK7wztDhbnq7wj4/bKksls03nbFHs1I4LILY06/2JHrrx85nlDFdtyfxON9nQpFjbSDO9VFqByaJpTaRmQVDhZZ9wiww4pK9yZ18KBbaIa2Nc9yyLKy0wrD6WuaZXRYHN4C7mlbCsvaApgVYzIdJO362LMmHG9C28u9u7WK+++z6OU/HDBlaH9p/9WWmb8lwozkDfItAW353gL+O0qeHVgtYK3HviPv9l7e6pVVkhF7ZMA1miSePtazYsLcc2zovE0Ypvy8Ks4J07euW4JKpeV9CjPGqUa0MbaaUwKx97gaswXK0zA5uGpdAqJVEdmPj7fXZayNczbY3wzW1t2YQ7YDh0ZSIyJcK0ikTr7Zq8roBSegOHjG9mwLE9IPVtjaeGx90O6HXCov28tEbu2uYljhgIYBMzCIlpG67WRhzpUoFWaQphADQlgMLid943qTRWtCOC9QE9TVSCzcHlRveGVtfl35xXyZpHbm8yQIMOCreVZYpKYt57eXH1+FAbDMzwJi0b4vmWh+2qbv7+Mb8ckhcui9NC9YbdO3f2hl2t4UDBdrO+I/3xxL/IaM7mE5Z4PVuOTRGYItVvF2XeInU5v7N/FM6l8b/4g/y0hg9wdNIJTy+t7++bacpU4hpDL3AvLlNigkLXbINYGrjeUt0oO8ejcpo6jdx++mbBsO6Q3Ts0K2T8xat9LkrLlMv80V6niEIcpoOuYwfm83lgFVujr5JY2hXgBprnXNPUNEdGd9DV0m0FhibMpDnLi6oUsoW44RBATUOsyODuB9aLRWu0bEN8bdvtwrAFBxi3oV2GMG+lpqN5h0Zv8piCbguvDIna7vrCyX5o+O0sOY+CW7CZwkYXLqOWwDdJa7btYJw/j9rvHMDFVUUaiKixwVwOycpj9aCDoF7xJkR5SZc9DP7BLnh1I5++KVVfXSRqa4HAqlLhVYuini3XR/vjvaAv6+EbdMKz7E3pEGp6UVarZQLSm9em7jsuTT487s1TdJntPeh3rcK39FWr1XXVarRqhdcUVc9DGVgrgQieT+vv/nt7q4VkhulotNRhr1mRjkEk0IG7WvOlXKmZwuD2In8flfmA4nO5jFr+yL73tggFUBfRFgtaNtu6+9Da682fX6C42nvSO30eCY3ZgkVFPDDs9mK91RoRFk43SF9NlTSC7VaHXCVpDCUdjC/f3Nojc/VmerDbSAbWrVSy/a4m1BtUQrBnDC6iEQNh5e/O5w0MMNA1Am1zJ1+y2urRErbbMK9bhQXa09bXrTmw9vbz7BnIBTPneud7tXkJ4whb66Z6v98rYs3EJJLeYKzKTHmqMTS3EHUljHc/Oe4813/+4vr0Okvq9r+yLN7x7/nqAQbhe6oSxb86M/oaeb1qsQMe9aov1/mTA3f+4pZgkK7VowfWPKmvz9dPRp7hutWmAYKsW3kJ+I9K/+97rELF01a7bbSjTUeOO0qb9QkHPIkiMNzRsOvruLPnOAbVXl42HZ6bY88xyOHEHufbrzf1X96oDfaV1fhdNpoDrWaphOerfLBns7bq9XS9UNFlviVqBKCkNi9y5HQrZeXADkGit7c0DMv6AdlB3qCO12m7brtjyBuQN6Bmgsu620dHIxSlEmmEKKUA+l33C373LQOVhirUOXbKl69bBj3AfWohIYubJdWFEpUzMVdNaaSJNzB7Nlu1wLAtcONotqSG2O3Uc260mVzphAzcRbnQQ/6hw+KTYFd6y22Vvz1lrVbVjdVTnXGpexbcIBqMKW2QjrGuiVR1GrCoy65lylVbbxZ1UfVvFXsbVU+OT2dA94OBR7er/METvwUwLxTWBQbMBtJw+nUJhGx5rKhad13Y7OkWhfsSd2KRrWTJCmDTDqAYgbiqbj8N/SLp3e1ZO4NUxpHUCdD0Ghg7QG0Fw/KAgrrdKEejY1pXYH9iBCa+uCz9IVmucZ03ExMJLEvbShZ5/LOfDT/4YJG0rGMUpV6HhdWRbxKnK4Qrk1sB7riwnJV2ZQyAXWH5bMYuIxprzd3JhW5uHgpw4MFXrtZB8lViKJADLhoDzBIeRmBtKdywzKMXZ9sHh+ZdSyZhMX/xqlb6jd/dvO/5D3PtJLh6xtqNsKH4+rxQxES7g6FTF6m8Pt/cV8h8l6Y7+ga6/MIz9ghi8/WaQ0c3u7Z3FFSMSxO/XDf5jbT3/Lvvj9/9cPD6xeriPG0UfNSnTSM3oMmwxheV4ZoclZIb3QH91b+5fvT+O55Jg6EhWt7JitnKSGGXdq33e/2LNMQADbFNLJoa9GKblboAAnK9uCzWxsDpj4KkqaW9S2+nbFqNRx7o0+uzuS45LAxTASwJNppWiNHAFcrRj9wGFxGU+IC1nyOdKlYUgvPdbqniYdviMjDQqoB6uckqSWlXqu7QwFMgk8bx9XqdqxasaKAkNIPAARpRje0RnlT+Ixq/bl3cOTPazTba86AuxAOq6poUlVgAvU9Qh2WhkrsVW2BAjLYx/IGK0pZphANhSVB89lJIjduco6a6AM1dX7NMvyzB86JdtwA0BjlA7zD5FoBnU2l62j/7TemN3Uc7tkWtN69aW4gwF77V+d4j+ewq1Zjimn18EPS76HbVrpD//0jVh5orQHhi6igSSksGY20b4pphn8iqoBpFyiSEOFVe+BboE4pH2mR/d/lp7Nba0FLdAzitG9jRiKynFqK5VLWa+JQn1XAEk7CNMuQDTTFGuFI+y7sUrZPGQfM119A6B0rKlKDqyHHC8/CrtHnfAToDhCDdApAYtgMk5m9nwLYwVZBzgCGkWEGggPydwhZqxHBzShdcaZr0NBFH3BBplVbALkZHjknI7FXLXiVVT9l7esKKRpZPHnU6uF2HyeUMSEvs2i3Ti1VJOqYxMqhqWzcmq9lKpbytRaqQlHhaNEOePH43/66wOb2rRmMDh/mCC82OoQoNgxfKYEarCrbr9ZKI9eYW1VzbeGXySeDOzMH+uBll61ebZjgieSKJZmK7N03b3C47dbirQLxNUMH1AXcgtxscaWaXcAuRMtFNUhNTjk9QXY2Mx4fGRJ19cU41Yhx0mjLXGo50jErVmprV88Z2d85sDedsHr1GzturNmqYTbSxj24TJV29jVp3GKgom372zD7xxXisWY/Ly0WzuAIGKZrWVi0EIChERrBYAig1pYt/tK6+Mbn8rnMdNI9eMHgDX3J0dimfPOq3cWX1WBvodFOfHCikU3a3LRuwy8F3d/QXCxltdcXovqT9wwHrj6YPO5hdvPl1lq+r7OzWNZwP7uw3Ax/39srstsnPB5i4tjmWFWi0m9smldtvsp2yUf69rjx2RV1OT9X0mj/4vkMw75MaptXFYkXfVI6ldsflgQdOr2RY176nw4SmnlpsancAW65lrAb++NiUbSON3V20zdUeohfGsK4VuYL3O3oy7KXVQLkr1mLfWMi4EcIYOcXecCjA/BIJAm+fbZqRZz8ZdeP09OUUd2EZM6cSivOcqf7Es/Ay+U5vx8SFguBVRR3MRdFkNdmlXewPd71vXkXOrr+9bFwDbqabnk1Xy3Ay1BFoIjarHSiw0em3Ky9UBjTFyAZuJiq9ZUzxmlAlW2laugYMrxZ1U+a1RuFVhpSLq7I+MPQuoTdlM9JRQTthsVAdW2+U68hV2VoH3kIHLiZ696SZnffU1TaVumliiCwKu3t6jeGhzSBlmiO60npbOt09OmS4rfLTOb9uzMPSiNcMYbD7wDcW4aJUnqULo+0d982q4QTFFaOGDkD1mTjd0XZ3OBmSIqwbC+h2UVnA3+0by6gMAV9zMjBxnqbb7caj2DFppiM6zc83W2r37PGknsvtbfY1b4cJG1OlGoh17CpRNCyw4DaUAIIdF/MtFwo0QOsB2Nt3YtIaPTddp7VSEADfpsEo3bxOyhx0XG+LU9eFqUSXIRhZkii1b3Ebaa2UUhANIMFhiwSBACH1O8xAg5rcLEsptVrJbZx7giy2tDMI1iYpFIenU1lY62Tw4c4eV8b4aMRuw5vPX60nwTuPH9kj99ef3yQ6aV/OvW4jEF7PVMdGrlEEJIY2gR0jaeHraVtt2uw3c/PrvA/vP38InD/xsyL36OZyzZdzqg5GvshVkt7Mas8AP3u66N5vemFp97TJD42baWhU3pKNolV98sl+vNwUQlFogNJgcXzYaS+jKsE2HJmINcxioroyKOz3rajFd1uU6K2G2ukikX1L7vXFwFvU06OeUbX1JhU6hgBaqGt2du2W647nlVmRzK6pSH8xVYeTxna0FisrsGc3iR/sLisyMgpalQVrBwNfQZB+e8H2d41jD+h7Il6xui0AsLCzxZLaJQsxgnu9Pfzl1bevV6z65bU2I+WBeXsjOzpIixqvZdPkV1ukjcQ7B+D2Qm6bdkJpsWjDSl6vAXS1RwMbRSZrm02H055++RY+sPetF29O4wYiR3//hN8xLq6UHypA3eB4wkG1uNyWf7198G6+q0rzrllPsvCXZ/rIXn2ZD6nRHUzKeCe7ZV7aaBkHjFgag+tk9P5hm+t/c3U1GpqPrGD6Ks5VU7K23/PCuABII0L97T8+RLfzzj7TcGrFua2RkbF9Hqc3L7bOkb1/gPhZOm0bvY9+8ToKaNmawNcsbMGKmIcQx1EGu/6xbX7z8ykY4KPH/s1tMtZptW5dBxp7avR7Zvy1D7Fe3cwuXtQYgt64k9wgygSx2xtt3egAofbbr/jR2NsZjCvCVZSsWG13CE/YBhUxA76Ohv2V/mPwo675q//TunGCHm3by6nom3DXT3PdlkKuFCmZsj2WAomUhf1Mq6c6LgXrknaFwD4xAIWkabOm9kHtS3kZguLgYE1Q/8mDL3+x+Ozpy3/y04Bzlq3rZQ5GAQ500bh5ZcC6bJuFaEw9kAa1UaaALIsHE7J7d5Sfl8/P823DRhPsDJyOLH3XnS2XiIk0LYcHFORgZA1+zwuLtIP4+1swA7xxcIIA7GNt9QKlTI0tsEU80RhvaRE1UubPotbVvTERe/am10lrF/YGCCVqct9BChRRMYzBwNQ+36pzIDs2EpkyTJ1quC3tirG8oZ6Biiq/PlNXIT3qev/Tj9F/+0WyanmUN+UbAAAQgFAFDyaO0RefnavjA9+ON0WpbjFwWCsAUEABSQkmSgGIJAAQQqiA1HheVhjTOj50mV6sm8ws6rsg7bkYs2TjtGWqN4MngzqeqaabDD18qPw1yfr+4nR2vq39we4i3B4MDA60thEGUFbDAwbgTn91I3kalhUngN+h2thzj7/yvr5FX/35i0/YCP4H5MWqLTRn585BhKGoqgVFzr6P08qbdMrbOjxdXjtrb1+jff+dI9878i+zIEpkuhUkCMxMbZvUPfHbZfXDe48X27lvSgFxtkYPJqOrm9tBYKyyoj8SbpVX1mCJxzKQ9pEIivV+zuaGlyq+E2izue7v9IVUFCsk5NlskU3X2FOrGX/8cPjmam2Qth+Y2U3+4MPj16+XHxw512drL3BmcBi3SI+VfhLUVwsnQzXmQghjzx7/k4/lc3f5yy+KqESiHdNp/boZjt3A4PCDrr8HizNJSDbd0Z0tLChLPRKGrb2C6wlYAnB8BNKEv7uHdIpVi31gn29aWcGLJr8LnZqLwKnzqo58+vDo0DvwrkP26nJubJKypsDxYutAn0iERX6dX2+Mk1FnadNURJ1jfTCx12+b9m/tb9MqE7BqiZXBSjNwbwgdWr88ffP0WlitypnaoYt1oTlmHqWWVHnONY4qyICSPbDdIG3LxM1X63eM9mpNtYTs633D55dn07Lc1gRfEJWdLz0PAIY0ZhHVoSIwsZ0myWik8TzaIH3nox19GxlTZafqdrHceTASogE9KRfbzTJt1+Vs27gdREw5u4r33tfqDVYcGzrJZpn7ALsbldfNxc3NZED2e7g7JFHLbUZMXQsKfqG7eVju/Snb/Pu5/oewzXO0KjtSIdslpZHnee/Avn1dmN5uT+atCWRcWHpiSC1oJROopk0u8KtW0rrGmnkTWzu7eIXlb/nm28+mHz0YCvHy9u1VorKblTjs9AtaSocJW2ulJmLVQk6olmhWXIir7eaoogh5rTOEuxJEMephVaGPHbdqyNW0sCi3nXZXD64va23PJRqvB32OF+GMn4AWgwiCACvhcwaGsnH1UnbeNlaebZWpmNlphXbDQkNKyzKGu+71WawgHI2lO0DRNKrn2WWmzX0uOtAuQM3YsAftkgZdyCqx0yHBgL5cNuetAkIc49bXrYsloZqw2vaXW/R4p18skjEFIK9Ejw4MOvKUA/EqQkc9Gq/bgJoDWD8YkfNbQX/HL7WKKwExBBAAgABQSEGtXFQiJR5DtdXabZMsUGBv64wqTfnLVceGSSJlNrtBdHTfdpq2auEG6AKwO3d79Xb71SK2XSvEJayURuDOkIQJghUgeWEOg36HQyYKbg6b2rSLLFJ9CrsYfv755uCY5JZ5YFmZqTtpnmKDwlKvWmkiCbSiaO/dsddncZZr5aevmztZJ8xQB0cX8fh+X82LptenUjZprSuh/8gbXJvyTqe3Ffyb1Pruh+JZPOmwP99q3bADG0oevh++Zmy1xvKmMazL3+Z7HyDTtxUzhx3JgMsw22bry+vCrjnxguZ2iZV3Od3ohhEM6O54903F8qiGhp2FUFmjuVQmBz5GVc326vo1RiCTnmGtIZLd0R/8rU8ip356v1N/+S+9WdPeltOMn8UaLIv7Z1r+TLtKMoBaf8VHHVfv2n/i5N/W+kmPpQraFWBQSYYuKiJlRSTdVBJ6Ri8wRhHQKrKKOELmKGc7XU0fBpfXOcOiyIomr+um4u3Wvbmo7F0y6pgHoLTx4EF/R0SbV/lhQMvnamLtdS9UaWQ7HYI83HfJy0tQtzC6kQPddCba2CkBkbcXpcZVrz+6tyPmy1LkjQ6LFNM/+tGu77dkPFFxMk/FaW7Ynng9SztS71OW2sFWq5OyLERDHMAhTTOBPcvrjQ3LdzGQLH7+1TPz/jBnYrdV7CJXhhAPgx0Yi0mTnZdq66Q3mQ4lySsotHTDtB7YPQJPnsDfnCJ8Jbp3A57XY0XTvI0fmnsBGE3rBXOjqKqoN3aVIERwrg8Y9vgDA0ym4HLWerJNl7Mt7dhFRNIMmLjBhmknwHZADSUXHGmeDzZxESCZATgadkIWC7lZ1vTDMb3MqlYzmjieqsgD7U8KemT2LUdYLfz2RXX3R1o2r0HSjI86UVFYGM44wwZ59AjPF/yjH8qY9Ks32fqmfFgCq2t1ht3AbuW6UDpqEtiGVOrCpa2ySwtqy4ibRnKLrQBB7netyrfazEc6xnrVrTTqeEV0XswbLd/p903PXTcwsOPbEM4zHuM0qqujvZEcIL24XF7OrIRrgvQ4KnM2pbYvm66nagkglH0L94DYblBAwIEuf/DE8dLiOqoDUq7LfH1beqh7K8BBH7KceT1KOpprMUMnVaXdbCvTA6KqEYESGc/fNEe72ipSKScUCI0ACSSGAEEIf5eYMEEyLDFXbxInv0z+6MS74XIqarhl95EeskZ1aHRd3H0SIJWdvyDvfrTHD/W5lG+LpiLBwT3A1vHp1LjfASJrni0aaOg7dwxZwn7axAXgLfcNns6SsObPTAoGzeyjx+6fDF7DmxOjUSUNmuIW5RrW+61XI71xm3BZTCbmOlOTgZEvGnHfTS6i7CZvTHZ0MsiSOC/VsWfZB/LFv34+1mVk3i179v7cb1xViKhtyyf/2Q+j1XnErv+S0f7tctSdVwVrXt9030WNqH/+fPvvefbwyFkID+2oy7/ZEIxLJucR3x10FtMtRnr/bz8p/vTL4++9d3uxaUzL8uNlyLq4vs5xEOxobGsqVZsaWgPVcR24ELw15GNePldFejqLuwvt0enSVyb7j/Wi6Yz/77e3s/zOcPS9wL3J4tJw+hZ+cOg4SsyXTTnEQ8Vv3oK2JlXdZhuMa0pgS3RNAgItm+icI1Bip7oE4LE2UsanX6z6T3ZIzNidXvn21EyrZltWmGBQFDqum3VwqyeNvPuhD7o79pfbTyB7dlkmqdIXS23rHv5Uq3Qav5m9sbhjduIvb+EOfTCOf/XG2HZRMiv6J+4dXSveLJ4mvD+gnS4zjoft2rWA+6BNDZE8LaPH/fLn7fCpXolj/uKvbn44pkvcLibjdcbMOtu2HRQCZ2T2Hjg3b+Hbon3U03Z+9Jhe2tmx8/SfNztdgXrFdqPCny0Iavc/cspOL93gxxqJt9FFUu+8q/39J+jf/ikAff+Xb9v0aWkyZSbXSSacyo0AbL6KWl0HhfZgwEI4dNvGp6hMGbYgW5ezHEAMZDeozojziV+cMqVQDlj32CEl1JVVFXy/p3LRV1R0gRDQx1qUZ5kzQNLrP/S88O01heTRyN8SGNetES5+hMBMOl1X22Xs73aCx1JbUxaaprSNyyb/0BAS895YDobQhvbnn4V1CRjTAnc2NJrD4yEoqtOXUUmwRWTa0s4e+uk7RlRa0nE//fl8YsPfXhSKVXQk+mzHlIGh4VQscrjRQWn4EDFWNHRyx/vYD2+L3Bj2V7SKr1dWK8xeYIpt5heHlQHGRpQ04M1FK4BQQO9qBYdpxN47VnlDLkPuOXDS0bkUlMBeU2eMeGH78ov58MhN6uqAMwZBGefIZWpTrTCoJCRdDFuQmfQmblHRItEK2UIKMAHzENw/1NKk1XVi6LDISdVyzQAUAQgghBAAqPVHmE6czhJs3hbQGs4RjbJtmKqdk+42d/o6vT2rJ74Blfn283Dy2Ctf31S24aAq05E69leXC5MS4qGXedKHyuv09vfI67PaoRory1Hf3BJT18y9Xr4kIviYo7Lh9Pbm0y3pJ+iHDsJEgtprK2kDYJG6Jt0tDna6rTRUGd7a0kJtgEBN2BYokmfLpyU7GCCOV8vXakfUMkwgbF6tPj768Isvq5m7KkEmv65w4r+au5vEpNrGT+e+20NpswyX6jNsf/zo0d8fv37zrKmKJJOrMLZGYLoustpyR0HTcufhrpNH6O3GDQ6CDslEPj9b2brN60JotLM3Stchz9ruwU413Tx4x3wxvXVAtbT6tFrqDgBp01lHfc0/hbjZBuQ3mf8xJn93mJxyERf+LuiMtGnYdgGvcBwnLVcqTVGUtUYNEdb3bacjG9H1ELZbLKyxVxgmS2vpd3uLzJgMv72Yzp5fHO44KMy3imllXIUtbO2oKU0gMOrgstRAxCC1XXPy8cfbqAl++M7P/vV2LrSjn4x2iuHpV1s5c0utJCcBAUU9b0c7oMLV5wukw3Z4ctS34PT5/AsHfXLH25d2e1Wwmt58k45d84laGy/O/sXS2v3Y2a82Pzno/l/f+8n6t6X8j3vPsiZ9HTmP9qqo6FWr3qrMHQNDGH19bZi9wZ4cjQJ5tf7VF88G+CGlENoAO5rpdczNcL3aeDdHvpu9eTl9WSd7gN3VgNrVuvfr4HN0tWGHet/uFj2/fDatyQ6iAba2xqHPoi1vdPLZqu2Ym7sGT3TYSnURg9GePjqQubLX1/3vPNRff3UNDYc2DBOy/tU10Q3rwEoQtBuDc73GHp1onGG/yZbEsG2ElLRFGyHU6RO4u4+1tRWJO3f2HB4tY2Vib5ub9zqMU8uFmQKZ1daHNpBY1ELOQrApsAiTdx4Hr94UpqOBqLpqITa4KLjlm4Gu5qvqZFcVIXwaC0vPaNbue/Fa6zwc5sDS38Tli/Dif9bv3GwSALGnUkHykvu8JHWnw7rjd977+E4030CdxufJKrwMmYXKIZTtHDRV6VTx6QXebWnQg1vGXm7zvT7oDsizrUYUOhjrlEIkESGOGPbf76Pnv74pufnnPHVeb3/cMQ93UM3VtuDXcRVKUArQ8VRDVF21SSYQVjsEUagRxT0L1DXY36VccA6Vo5gsNBNSgQiGAkAFIQASAAC0CYRG06ym8tA1KiVKgYRGRxDuA3S1assE3b8zSmtYtzXy6gaGGnF5W7c6NHEXE7n/2ChbhqMba4x0qddp9c1Xq4NBTygxxDqt9MSj4FHn9S83WrY9DLeRigt91ks8fcdkZuN+MsQiMJXNw9SoeC2g6UiWpYJBq+9sGLKwna+j8R5wRCGRCbCR542oWhHk6UY1oqojRGaZcVgjELHXr10RYmKts8nsVoHMg24le/6qIVSJrEASm4j0LQTTSF3WKAKp5jtxDArsjEeIBnh7K//oDx7+u//n6fGOubblZy9WsNdrlk1/sgsrHJXrQGDJzb89GQDclI6I1nkqKqNjGFUpq9ThJKoUalPlNUutYDxvLmuPGOtN+9jdspWYNbRclUC07p6ehJUCWl3DdtoK00BNu0MtizpONa8grwHRMQ4zamHHCXoz6K37u82tEl2txirjt3q7aZEukAaorfu6XtayTJRoIWAQcOz0Pv6P3ncLhncHxQ+C6F9r+Mgv/vHd7P/8vCLOqXW0t1+K+QWGjCFIx8DB1Km6LIzas0VeyPHjoGXiZl5XirlQ6S5ups3BMHZNEB+ABx80X59Wi28kP1n34+ft0rU/OTEuJTd6UdodtWQiii0uOWbTN9WQQLbrKNvKAegEOuiO8NjCx4Jhs2hv09evfP/YMAbnX7Xgzio3Nl1d/e/vgn/+DfivF6jmQO3Jwef5zq5zztFqJXeOcBczC22aKTEcYNjIk5IrNc/4pQN6ptrZBW0FUI2vzgF38XgfJVFGNVKUnaBfRpnSBn2N1XG40GQ9WywZV0MXlUQ3Gk1CaDlEgwLXebhIhJIF1K6zpj6ftjUsjndZv8c0Tg4ni6Ip5lsfZXhMGWm+jdpOR5dKQQ2YAhgQQp++fJp6ngNStbwBowlOa6Fjo0pEx0k9CKdvY8cxk9s2B5VQMOgBV+Ypkk/fNgYEx5qRZskXyrmrVKyJEPjjWseWUF0tDvS629McjUBURREz1q6ZAkAAQfuYHAb49Yt80OlVDrzNuA7w/YFKFZe16DrtuEOqUpfSIBayLbuqaZ20O3veTr55LxSP+vqjQec2abug0g1WQpCEwLcB1OAqk5wpAwHqgQIhj8J0BQwDGAGJc+ZS5JgaFgpLwbhQiECFoJIQAogAVEAza7DXAc5ANY6dCl4xvas8SxNF2NgQV6UmGcrj0mVVWXBQV4BYrqOiJcBetQnredQ8emfPc6qvvootsxrY2nt7/k0oSsj7JfCFfPXNhs4TR2smh97I0F6n7Wl0ux9wKMcs8U/2Tp4Mj75+8S1BFVOFKNs2qk2n0bnOW+EzrDHa7U4gLCYkyQuWl+3A1nfe7W1zuHwVtYBGpIE3y5vxVd7ky+vZwaBC+ZwXmi39qhQ1JvnJ0Lf8sju68YGppc6sdDzruuj5FuVe4ml2ysnOD/fUaXwzcbz59C+fR9AEtxptVmVfw6S7fxtzplSw561/9nxv3z0YGVenN6dGYSFsNMZ9wxYYRWlaUuzaBsxls1Cgm+8Y7GqVgioRFu/cn9x5D8ivw/xVtH/HsgG5fJXUuekyjNpWa6VAeuB0ZIihbQ0Hgy0RxNXXaZlVJapQKOtCF5p+aDja6dmVhgap59MOaM5iCJml6eXIqhsFHBvWOWR8YB99/I8fao7U2vbd73S+aDbaqs1nifi/nHZjhI3RF+dqPgv9PlQAGlyPziJLx2frm25f3/mg32k63371pkqS4MDqB5CumO3o37tH/vMfZNXvyf/jv6TqrvioI39swSmBAV7Pw4X7GzovtRdfLeCMxIuyYdnCYOawenRixAlMaiQSlFF73AUfOsGLX1ZVlEViwgR3gdg5WHn7/e2tkdn+0T/kebz8v30L1w89WzRwDiADtgk5BX4XbqdwTD2rjsoWbNrGd+W2BMMMdC1QIjSQuL1m2AKbLTh2G9zpawMzarY1wCZ02hGUa6BpTrmaSV7XHGgAcJgoAHoUPX0qz+2eY9tD0mRZ5lTNIoxNG9Oq+e2nc00p39EbVzLkmmN1HS8kUO99NOpy/G/OaqKTl9n6Bx9AC3FRg+4uUIzMF9WdI/30BmpZ3neIAQ1FdcAJQ/Jymkyz1vXogUf+s9+z8lL/7Dx5e82buikN+HEfeoYJKrApedfkcVOdK+uQ+UhhmecHbXkxu8lX2ZMHNmV4r1NfXcE9m7zKQVNrM2ScJdlkiNZFAttGG2jGDj0P+XjkwRzWipZKunu+Ehhh4VJcLuKIRUna+ij//i4Yj8hyWQibcibbHNpIvTfSQgRTRirS1FxYCDQVnOzYeZhiA/g9sgnVMEBVJbsGohBWUmEKMZIMyt+ZJSGAEADt7BqMC/WgbyyFToXJAhOM+rIKYdgIowREg1Se7FrPv0mOPxwATIrbvKbK6JgND3tP+vgiV2XoHjg7arTfYc22evkmdzqWq5Ujg3IGAt/7wcOdb57nz8/Ym2K0Oazpiagmg+oSjkRLw/WvXl/JXpVmWSEQ4xAjK6ul7ms8qjwmpGLUVvOoLkrQGLC3azVKr8tg/cvZr3758+4T6phGDsadcGtll1Zzi1xUBbomon7bL4hVSwDppMiaTdi0RSsm+lrMMp20R3idwf39HybXqSkKdAPWL+eT/pME1PxaOrzOzzPfD+aLcqcXIwpwOJ/ezHoBMeRZVrr2QBvYA5FsZnG7D7stZwSAxiAW5REVqiKgoU5RRVp3MMC3r7VH9x0rt68uuWunn79KKaA9a3AbFUmuS6gkasd2Og/L/V4HWtFfzhk1Dc5Rf39slNDKwJpA7ldGEd790QevPxprv14/cL2LfO2OPVjWRs/fXkzJzkcse2HudR4eBr2Rx3LHLAzn/Tsgce/F/O9+8u5fvT6vPz/7GbD7QAv6hjXqVFXjFFHb4tHJqBdYg9z44mY2f7UYGdGdd42Yj9uvN/Mr5RrsNubmsfOrd9IilYvf41SpWpCrnZF6s7r6Wfx7Af3NF6edf2De/zsOQPXx9ebI4Wdo9024RYUor5MHPxpXaRJG/XMYnV1cHX54l8J6dNDu19biGpw1bm/mbb+8cpzGrJK9O8aXkRWQ8gTW/ltQZPBcQKfhqJalsIqVFTsqbOuBVuIQDBgwLFAC4OjYsdwVrxZRhRzwQhA9KaKbEmjN0T84Ykt2QOq6cpLrzNJrwwQIAoE1AUW2UrOtnExA3a2HwugCpymqZZi4OtSxjgAyR7QBDrBdpVMbZprlWcGBTtC1BHPD/8HfYv+fX3/zwWP9ZSmGgDslMFISruodDZZJjWGztwOymTxNXVblSqOHnu76/v0xcUle4+Z8WoXr4sQGvRHua+LzSMUKJwAOkIJc7cLmNQIWTamB1nf27+4OXmaWNp8lImEl7d17cP2qADvj+VVpJiuPYk+V+gBIzmINjGzq6sQUJrcA1g1CZUCNDqtViSyEu9Qo06oPsqvXW2xCqIOzhi6vGwFlEafSAXEJEMUUm4hD3EDXBq5fwxp3dkaiCZtW9XwAFNOIxjiyDRGXcuIQoIFUCBtLgwKhEAS/QwyAdtsMT7PyWqpNwZrY6LuozRumCYvYR8f+cl5i2yCqNYM1aATSjFKU1IRlKDjWBzhGlKSCc5eKRRNVSgCS8to0jbgmfYwrndIq/jKkCgEv8PvD4IZsWiCSlNhzVuPwxfyCDzDOaykwyJld8wZwj4B2Eek6aC1bQtgm9QmUoEvyquxsZE7QxJZXy7Wn9xZv8+6Dbidwm1zlK84EpKE0RusMS9YWw9hJPXeMKrKM2XNnyU2lpw6awhX0J0+Sy3T1WgBMgI7k2Zk9MtYvTinZoEIs3MBQRirNjouTzZJfr72e7I66H3fZZ1M+32aPVVWXWtDwvo3rYtkgSKHdy7NS2lDy8pusfezfohbGK3xie3qz19dXP7tR58UlaN89VmnMX77JG1n3LTo2YM3xTcQJtJqVtRmb1AZhtNQbC46G/siVnAdjq8hjLPHzT9/e3dXVA5usYL8/BtEi8mnC+PC9vpa32NpNTbqZr8U2Dw5gOewmN9/+YrbvVKwZEJx3q2/n/+PvHZ09M36RnYN6ki9AOhw/IoxheLvcprclTgAaC+hXlxuMBHb7A3kbLbhpw+IHd0KSQFiDoJD9CXoxw/NuF18t/nhHPlA6tOvkHKoYf17MyhH9pZK63FQyGvaROsuiecLG3s5BNeiSlTYgHmdvq9WNXLxtPP1gHOxi3dp7DAf5Qr9MPGjgeeV43AnAcgmwUj5B9TpqgE0tjdUFR7lVaXuTMV/FvGWljjYV7xLJkkRIRJDmSLMsq86xpzTAbKvzIrGpd3WbrDNsE1gj2kqmEEAZlzoyHbQohO2aeqdTqTEW8p659YpUjVlLAofa2DRt26CWrdu2gUhj+ZmkzKROtykK8enZ0sJes4hOCDR6RMhqes7uDo3TK0Y3AKbqrQO6roNbeLJr9zqSEnI0cZ6+brLCAmGxG2gfPDZvVuUqwwU0u46mKkEgkC3vADXV/TSt7hvpVDfz9OB1HXbrG0ILpJHb2F/+8uyDu9rbs8LVUKJZWMoOsZnMCrvjQQYjBc2A18juUgs2QkCk0UZqnq4bkJs6mJ6tNZk5PVzWMtG0J55xu2hLwVoEmggogjQLIsQspGmuASHJSmx3aMeS1zO2F5BlzA1EKJRVKW0fCA6S35XNWEmBWgYgghDK36myNbN1Oxv3t3/2thhlP/5gP2xlmUatLFq/v6ylQe3AHWdZQvT0dtve79n9vjo9TY7u9pmSb09vd072bYtYdbUzMSOON8sbzYCVknWmXyyiiGS6hk/29z2ofXuZ3lr1h37xcgmyq0WYGuS7Y4RLojkD3F6H+YSoBSDrbWllEDsmZtzJgKeJppLUqrenqWeZQSPhif1ur4W+Qtejv6h4cIH6tX6T8GbT6VLQWvE518geNBtNT6Ner3Wp9EDK6+GJKKuSP9wU1wo5HwTNELVXLzsjp3Rq3sSsZ7DbW2NnoFq5m+e5ifTVqkMaVFd3Hjp5g5/H/K+XbV4g17Ij0QQV3NrdIt92TZi3YELA6xrYdQfIFdzcDnrWLOfDsYU4v/ewc/2vrqaLeKhpn+zrYVG3W2EKZlLQ4RXOW2bpPcwhKyzVSVqLSDGydiQrWdWiyDg46X1eJKu5ol1tm+Q0WmmB39bi4MPdbboeu57Jqpua6VjYpkmyqCb0ytHnedatL11HYJSpxqqXIZ9vAQSfy2zJFns4ui3cB8GozsKLaC3uOH1Q7Tig6gzj5Npe8X3hROZwFVZE2aRqHt3pfOf+doXUWwLeycF4LS+J2GbXB9/hry5APs9XuRNvapvCqw3s3ds39dQeGOzfidADuSyNtuzujIaOAElprJrpm4UynHFW9L97V40CuCzk6SofZN5u7+1X6ZuXqmeas00tlmD0AExjoGciCOzW9a04FLOiCsFBz6oal1EsedLTOKPAxBRLtmK4R7VVyRzdGJkUcdyUWcMAr+t5p9fRZVWWEvUl4WaRSyp9AjYFtyza40EbajpiAjdPb6qkkY8o4EjUDAUuyAToiiqRQZykuK6HXesyBc42dD1NfuhsfsbHQ89Jw96y6LikcwKeXtV9DfQBJF3sBpaCDrGbfhcV2Ox1jYHYftLLr7KAZlXFndlWSV3dG7FwLSCydFuZENRFqwWqSVPPNt/k0gGp113fPPs6BY3p9ahm7u+g3Un9+YJN7ne9i2SWoE+O++VFChDf81SWyf2Ho6JuDCl8T2eZ6rkenQzqq4VpaEVaNNs1drV0C05T9VEPmH2n2Igdh7CimQtQ1wpJGKUAk1Yz6pK0RaQC3xm7ZBPmOkXEQTLlpoa5RrK4TnK462tZxikmGpBIRxgCKYX6ncIWAI29Nb/Z7B009YP6V2cgZQ/31oKJtDUIBm5HAc3RZFI1yrS7BGcxFjXa3SHLMCVAvfNR93pVjohrd50i3u4Putc9Mf365e0qfzQevbO/93K6hUh2nq2vN0k8EVLCm2VqfPTY2c12jg4pbEGlepg/f572Cb/pdsRp1lca9HTKmbKGDBZFnHesothMbbPR9QlrbC8prCG1j/zNb/ldonew0YEju68XxL4W65B1xkEnMEpHrQd+/mo327LG0OnBaBa21v7koSVa/asIPqd6fNFK/LA7ml6e23fp26oe9E0n5yywS8Uejchl2GJS5Qb80oEork1iqAgPfHTgFeuZPXRslca7sPNtGfkACCoAAJNHk1WzJ2U6e3ERTHbEMFvGxatFvc/Fx/uVppx5KKGvLKi6DriMQUFQV2jdvH5kAokZ1JfXrs27PUCMzjZ9FSmbaLOwWV1Pna5aTM91w2CEybz1YH/72fT+o0GU64ho+x16QNGS1dleD11dhuvUJrxEqeZ5SuOKps166pfCHu3dTqXRM/SY78YX8yNbz9m9ET8fpLOMbArpmHVzyzv7IC5h3Lb7++L0QsFWtTV69o1qdNDtQhAptYLEZLzKtgKWSLm2eO2nJwdqnSWHGi6VWn+d7XSHVBlS2MoH3aDybtde1J4vYsNBHNgmBaPHAy/ZvtoCKwVGmkbl1e3VOOh61KDpvKoMd6cH47cJgUAnoAp6lj9KzrY5oC7iZpwmI7PSjbbQH3qI1ZRxfZZlbltTT/MJ7Y2C6Jo/OtZvqkhSEiFdr8suEoavwlBWpk1NMyurGikuQ6jMVeq4LitlxXaDwz+aNNvl29++tE+Y7uMMtz2DbiXNw2nHAphoq1XmuBj7+CxuT4Dwt3zfzO+NYafRdjtY42CnBr/J9eD9garbsHZInP16mgUG4LleyOqfvAu/dx912OzCMgECjUTCN+l5ttGgj1jJoKVjaGgIt0hVN0UhAcjb5pF4euPvgCyqy9gMLABAuK1sNLYN4zqHR0OPZCKQVakLYlkU0x4pmqp2qN115TeZHI46V19tJ8cW11TT1kVdMWh0R3hx2v7NHOyjrDswUQF6XdfkTeK2s1xUGdgyABpAjdYjULNIio00rY73O1c30SiwPZfOC2Q7ArUtk7BV1AIKAwWE5AhAiJQCAAIAlPbNRaYvV8NuNW2aVsiefpFDiPv7aVGZiipHn262Gshc1+z5epm387hNgRwGFHC0OG91qZmmqhvaCns1bzqOl9/fBZtcUPZnn9bU07lIrJO76bapb09/8K73jIPN6208W9BZ1N0fPvj+yfZZOZpoEqubry8PidG0kOcRcEx9sRju6GhQsdkV0xpTl24VdwWr6+ypP5r9DwfzL7B/0056tKgMJOHWcCtVgV5PirEpsG1c3BaRPKv9D/TYcqI7devjGynjzvv+J2ZE77Wvbr31iw7L1UF5TtSxrmNusaLVinigtfV1iMrWHFJasyhqHAKwqMjQ6OC2EsQZe9UsudPVX+b4ve5gs12XCrzv7PzxT+/+mabt3VxYTwbypmW+ubiJj100MGVSakDUnIF8gwNNylLexaBtG12CASEKYr/P1217565EQ2uzsJJLftjkqVrFuRjKOI5yCDnTfJDnwfFhGq1911oltj8CKtEfPr6f1+xQsrJNQs0KcPr21aypk01auiZ043bt0LTJ0eKma2kSGBEEXj8W/ulmqSbpfDgFNjU2uQa4o0PwfAZ6+0E202GquWLmdswPHvIdAco1KFco4vQsZ5UuXM1qp9CEleizga/mCMwowHvmq9fhwWhv8A9/WlwvNq/iH9zby6rt9G2yBnUMM2KUvIYH98fJxU1VFvf3qtsWLHTElWa3sJo10MXE7xq+tcm22h3lNKLJWy1TlBUiYcAHhqCpJtqyYILeOdpP1huXgULEGVRjaiwz7cGuaEWNO2ZlS2VSYnka6E5sqmq+3W6SLvXytWR24Ohh0RINoaCPHZGEhVTaqyYYW517h932Z6+6rao4a6VK0wqYBcE8E3ZV4z0b5QpZ08Sx7Cwy7tgEXjSpXno2iW4qu2fqHbjvGE9fFVLyWmh2VpgNM1r6yFGPdpEB1PJtkxE97dhef9Rrs42oC6vwKLwNgUYtRfiikg8e9SADJxa9niaItt+8qnV63coWOkR3iiZRqS/3Rh0ABPEExA4ETaMI6HY0DBHCq85ew2K3679dNgePhlJC0NWOeqtfPtc+GFfP8tKHvJL4wWN6s2Ytkm/DDHFIXQ3rhPraZKKGQC0isQ1BWgJdB5rI8lZ7cK9zfR1pVCZ5bWq6YRmrdTg0ZVkJDUqgFIcYQaVBqJRUACoFAFTav0q/2HHLnTscN/mDXqcVCJjmJkWC15zr/hArSJOVNCjYytbU6q6v+IZX89zrehyijq8zDSOo9QN9u87CBU9jsblOdu6bnbF5NYutOgZNNBhp/ujoNovisNqCJNh1/R0vEfLZ9fbhB93514s35/GPPu6f/qLhur7/UZdpajAY9WJz9qcvadxaFGIunXlE69D9o/qvs9npdz9J/jd/R/y/Y0FzvmjCbVl2fLU/4oqGDMIbhq/pNehojuPXpnPk816CXrzRvzzLkCseP9LWm5rGe0/MoQYmlWm1HrFBWpbLMiGu5CUvANh9d1jlTV5L09IMBSlEHDVRizjmqqwcQ09ke2esXVw3S2R+8PH7/4f/8n/18rezP3n+aj0+0rYy2a6X6223j2ypJRGDQlk2sH2cCW0V1hRjiwAfyqbRgGYAxEwgf7yPTXPz7Y3u0T7o89VFZTWbEmXc1PNWtJDh1QojlrzYMA1arinaOnDGu/sHQS+IpovKycpr0BNamPOT4zsiuZ3OQwtj29b7oe17CJvGepkmTdXVwXopre4qS/S2AGYLUl+BynEVajWylIqpsRKiypp7GD75R13tajaMIBJqRWRZtjclLBudZwoURNi0p+ONkudlq00Q0XvHuv7gwzvrW+P3T06+XL9cfpucpjky2u7QJjIgujFwnOmbrRBk3NVOz28hogV0AfQF0JApMCXOsEt6Habs4qUuypTzvN1kZkeYAQ3rmtp6mSndtPfu9RjzQ8dIb5O+iqkleSyPbVOnIGV419fruCpz/WDcC2z39nS5lZBCR0ANWaaU5ibKMQaEgZEOrm7XvBb6yajmxfEqn/zk3T/5p3/8+afPs6IZ2IBobWojvzOGkYJErsOiqZnrKb1j9Lzk/K8vfjwmQ6alS+kPjZTzUtOMqBlt2krXm0b1JN0HoqvowATX8zay4E+/62tBh9eWP7CXFyHlEuk4WXPbJLWBb2fFZOTmTDcs1OVMQL4uYYfSXIBh0PFGvk0I0jzHLNrNwkiL7cXiu08OqkjQiVO2JqeYdlSGWn2shY4LGuzK9mZb7D6xv36aKqpd1/Kblfpw0rJMH1iuRkMCJSpAzFSRM5MydwAMDlgNXAozAggBjKrFrDrYEWFsGi5qCyhaLoWETcOENDAAShKkuIIIYwmUAAoqpJSUAACg0OTEGf3Y+ibNmRk8P+WSOklgzFSx2MbcMwQviyg1D/2993e6E//spsxr1g/MeaZHvDfY7ccKJ8TQPN0kmjBtqLf1dr3fpS6WO+/R/r5+uOu7CJ5dRBcvtptQ7ry7t/u94PpqsbhavvvHu15XC1+s89tmrxe8+s1m91i/95Oh47EezVrr7Vf4tvufPHqhYVKvaXQlouttcvXptxeDD64u3pst59fn9wafbztlM9l5ODz52OrdAfvdRnphbPJb5x4M/sHA/mBn/xHbOSahb3wjH22jf3x3+dPvTvcv/yvYuxz/p+6lbXW73hB1q43FJTg80PrD6mTI359IK76FjO/17Y7ScWOhhvNNVWTButaXSbYxAzoO0nnlaerHP/mDv/eP/3j/vScHj7xNmzEQF9G2sQq/qzAVYRS2GrRsCxN7qXiUqZsCfpvCmwpmEu6O2d4e7ll6fzIaAvv8afW2HP93W+c8q/dOtJEWCb+O/e7gOrszvTrYDYXG8vx6/MN+sq39TkDa0aO9e09+/7E56mWLCul01rRny/TVt9NpobLGcKWGHC8Yj3CllZKZPdfdnyyVti1BJ8awAho4fpv0l3wkHZs1AkrCQndYiy6/jbP5H/9ocP7l9Kvn8m9O0d/MAb9Qd2PRxUqrrfVCMGykxJhu+KIkwU6HzsdXz4LjB++8OoP9ln3+V/Oprrt3jeGQ3vlot1KOi7Se7bFELSIsXf15DCM24KTHKmLVumSqMBw03DGHO6rpMuPOw/3DD3a9Yx9OOtJywbZk9zS4XuaDbnPSLRx5hYXMNhMIf0S1RzZTdocF3WZe8h897lOiUwUr09F6wXpVwIF/773RyXDkt87QPjAnHnNA1ibOwK6BdefBPRKM7hx0LWxYewfV5+bJk49z5Pd1eNkmMwTgVfzlZ9MX4bJBofCxZjlpqtffpP5nL//YBHiOvpka65j+6aUIGaMEKkr9idnnaNTmvoXNrlWiciMV7tKPH3Xvd+2u4xYFZIZotSbYcwTFRkfZfVo16icH+DTWZIuPUHx+s2xbfWhT3Onee//A2e03XKu545iQaYP9R8Hbi+m8UtuyLieO1qOqibErfQ/evGmHnaDeJvaQlWkIEaieTWVSU1FZyPjD7x6ZumF0tCLlbQlkDTAHSAe6C1oIkkaTFXwTgbdTkqWKEFq2EBIYR7znGFQAJjBkUAleVY1LAcVAYIgIhJrGBVJKSQmkUlL993N52sSm02+q7zze3TXtwYmbhMn5tM2j/ORuHwsR562tW1rbzl7O0rLsBTjfZJeV3R/pQQCbqOz6vgEB5vktxI6CDjXBjlNZ5nVt4W+yZFtqjrbni2ZiuFFZLhp6dwcv2w/fPTroyevzLfs08n4Y9B+40bS4/6NdcZuLOAQeb7Nsf9ezNfDVWZXuujGJ7mqMeGwz9578D0Lx02ZSa8uBpi4v0C7JI0Rg3csaCySt1AXVK+5zabh6NqLx+3foJaR5OhbW3T3rZReu10dh+U+J9V+3v7ke339ov5jO0ER+XfDHiFs6bzlgBGU5aH1it3WYUSPFZiOyTqBEELgESQsAd8s5bc3OOw8Oh97hR3fVjTj7t68/+815IlqplCEF5Y4BS9eI1x0Pak6gN8uYZ0wv88YEYN8RYw1RSapYh0QHqL3cgMQd/7OFKfPwteRLr3mxXP9+zx9sq8Y0Ku4DEL7+tqC4Hj36sPxy2rf2BC/zNixQNP+3r26vbwpVbS/DOi26hspElZ0thiOvlkpGcngQ7A3vtqffXJWRTMx7/XevYRWmoZThwqVVE0BZMNTMENC6Q7SIfSgcLO7ZYQp1zTNAihrenW6uNp7MCrDOcFQrr+N3xgPi0lnZJKu2WTemY3aPey++mAZ3uvMwpGZOFunZZcgwB+e5hzSlwyKjOlIH74HqWnWY9CbGKkK1VyhGGkpt6vSMrp61fZeiQvXv3x3p5uSNmIWLtF7v9fgxBKmEpq01a5bCYH06vy/Ljw+1yX73s6kzyxK3zt/fH24Kw5toF2/ZI48ODa2xyKYUt1dzs9W8PTOJ4vjcHAXWPE5K3y2ub/qpN3hvP5znJy3LaamS0/NXJrXVzTKrnBJJne67Yy7qCIIQJzz2NKjC3l378F08S2r0Nwl+KzMs0X9IcLbKdaIBo6Pxmrdr1zB1XWOuE9i0pGqwH0hRna71X3yRWvd1jBaeXidbUTtU9c3RNosLfFlQN1A3dTs29fsT7YbxOi1EWixS0u3bru87WOiWv7PfO/35b85Wzb5nfFXjcVUbsDT33VDVO4I6FmbFVhe8uWkbS/EqftU2kx7ctJLy9tGD4LMGgTTzTdJUKpKgUaA3BEMfrGv4/C1/UcKqJZOhF4UZwdyhqgWAURw1JdEkogAzWDOuWmVbOFHCIaqRCnKpIagg4r8LS7/rfoHSvjPs2BE+jqMWwLRtK2W1oupMAr3bBbpeMq3rYmJblVQaq6JCKGxhlwrAWJ6D+wOGDIvgda26hIcNSEL2di0cjwcTTBt2TbgnBU+Zb1lyGVouql7dFJWY56zz0cgeST6w1E3B+gGbJcWEKl+atyG1h/w287r2bUZ11PZoVxRMfvRuAoHVV2E/Ecvo0aXWO8Qvlrz95tqoN4EoGgxtzFMQKF6xrd9lhTfKB0eSXp1NzPpW4dJvruVOi8nVHOFlfw/23/yVXv70nS/z3m413x1fp7S0WykheJPJPDeVMJylGmFPOR4+cJSQG0u2i6gFwKE00EmJOtg0xtDiy01E1ae/+iwt1x6os22FHaprQiG/WitNNO8+6Z6+vrwt9boiK65shWNGudRc5hBcPgoMoluQ4wvlvOmJaP4GAJrGW9Ow7t/rBUe7my/PDnD2KT8+9Fo5saLpavBkn0eobsXJSL/46mKtV/HZCmjS65hY8dMVaFLouPpiK8Y7OmagXeajOzvi+Al69cvcAlc30bjn3nnH7k+S08W8YzpNkfUPDoy7Agd3jYtLs6doqbl+MEdU1vhImk6th0BnnUqaQC2QC8nYbtdFLNaott1VfSCkZayfm8N0cIA3i21ZrfsP9pY3ZcNrQOF83Tqe0oVqGqELvXukO2MD92zLdByitjSaV9AnSmh2mWLkVVU0O+zg+ZWITtrhvZ6zDqPraqAUtEEfgy7DOpCvzm5+DIz/3U+c/+XX1+4T35i45WKjbNg7dFcpkFniiDRtnL2u72Id3lKPaLIEy2k46Lt1l25gyRmsG9b7vXfL06n66jZ4Z+z2RlXMYYVu0jCXJLBMJHKvasO21CkmnEilm4bAuek5vb2xN6hLas6+XKs5CClwtNrpDMszPNx3SLgC4/GgD0Vhd60qB0S3XH6zloVot8s85PSDoVPLptR7moxaIVUBl+W4MxQ1wHfb5GzW3krd8p3hcvMGk8ORk7agYRIXAvaRBtkXXy9k1Q7HO3kd7QXcanKgqfOicl0DalrXxot11LHxq9vN8b5nNlWh5MGDiXzJ0pxfX9TtWjMjOEUiMOEmVedL8LeGYN8Dl5rKx4CuSFawPoxjC2uGrDWgcsQFLhgMTAOVdQMRaQRRUBBIAWgYMBFoIcJI1UpBCTCACPz3p3UcNOkCYnYJ5MZu196E9uGha+lRlsdX8XeeHFsdbT1N0jTXA8QalRbi6K7NKmn2fCHITo+srpr7j/vXs9gkIErK5rZsq7a5o0+IvNs1br+K36zTEqdtXtp/Z899cij/5dNmkeUPunSdVzV0fBFqtTYgng9mV0nRNHdbgqhsry/gcBJXe2yBreHJr1d7NMvVuvTfDK9f3PCfTK5P57uOBneNBw1/wl685ngBjaJEB8v2YmoTU8Mya2f5qVe25Gaa4csKgfFhIJ1H20H+UoUb3c4sD39/O0mvv/qznmHjg7IggJWg1kE2J+0q7dhHBx1KmiTXDEKNsQmvWfsWwn2n2YbSd4UekE4wOTj2tpW8LHON1bjWKNWkaA3PIi290zXSEb+aNYkyj/tiBcXbrNw1EIU6K5llCIK0MK1rQD541H32RdOqVwAwAADAsP/gpFwUZQe/hOsPuKhg8uOPnvzLv76otdgtR73tjfnj8fXrp76iqzLBeWaMBoltt3M68O2IVSprDA2Cm/Lh799PvzrlxLn3o6Nvom+MrOzcbnoeL9wl/D3w3q/5P2o2v6A/qk9s/bMX3cn0NYodiDLXWjmDeBWxs2bX6JkK0IF8lYHzG2DVqrPn/iqZj7AN5IOh04DjH+5p3tsvoBF+KhHNnA6FjS2ypp3XVua0usmUw/EqpQ7nwN+NXmTegRY0dbExh8eOTDVRSFs1ctARi/x6Gnpmnr49t3/8kbaMJLaCAo6pRGNgXgONgdut0JgwdfWG4JO/+Xr04DsoS9/++qKG4KdHys7WGBvn0zCs0Ed/9NAsEFpnyCm3N7VeqIc/PPzlRYPq8E5A23ceXl3cZD/79Sd/8Cj3hqez7SZBlGt0h6rV1nbVJqzqTBSBIoJRWidI28P6zbm49+Dohx8M5PPkvpEPYbEC5f8c7PwjNPa0F3cfy6u3aar0tAFmq3TP7AFeYK2AIonruOGFYj/5EKwnd7DRTG+Sg8FkidP7jvj0F5U62E9j+cXL5OEh/PBx/8sV/9XL5O6+9x7ijMI2Id2xZrlWti4+f/kyr8XjXf9NmD160tmL5pXuuvtu/qpVXIkusnl6uuQWqG2KLUv0pfH1ZV29Qw8N9tdnLC4zkGUF02rM+gNt3LB3dXDHBZs1+MUWpC3QhdlsWnooWlM2DdAE5kjDHFXCsnQMDVnzmmPd0SE1GtYACDDnwNFkq0DDIYUKYgjB7/YfgNbRQOehOYddQiUa6s7xYVDVjRS6gHtjC2AZrhug1U4fhusUCDjqm8vT9OTDMddNSsGi0cePBlveVOeriltSmXv+uCVld1bGMUoJQff63h/65Fa7+Hk1mbebb74hTD380TG9WrWDbraMtVSOMAx5unpd7en6IoRG3RJdzS6y7/aC8mb5aSp2uo0JASaYHugiTPtj/+wp28F+42pJsn3+dM7DTXWASGyznn+ud9CotldZMK0bwdRdpPVoA6EY9qE2FraRbUiWDzNXpUD/NViZMhRFKVd34HB4DNYH4vaerr6titfA+mjQEsgYRbLM11JrEWwRCriazWtpIZtJmSu15yywMxxA/6raaqR1DNDWEqA0LhBABQUlNSAE/Y791XUdJurkrhmeh57F+lRImdQcXjTi0LBUtJp8p/fH9rvyKvnL6/ThsXliDFrrzuYvXthY/AuvBSX+5VcXB33tsrwX3URHHxzN3qR3x1pa1XmWQEbqS7Z3F8QHg+giooIogfM60X3y1fOrrs9lMk9T0yA9BWWOkx++S+UFOyzB9hWbmoCKL4x8pGCb/eZyVziqoOO9AegNB5mxG+h7K94Q9YpbN22LHduw9dNV1UP7nd1xXW2WRb7c/nkZY9RDW8NazFaB27ZDK4xCxcUuKKeRoAN3uRFSU7zXYrFQo16VlVQ2YjRKGxW4fWvUWefLaBoiIBRK67wlptN+se6vCn1UBj9FySUIFGAOgEuQN0zX0SOI/k2ZA6DS9fxnZ/MWgN87AJWLeaFYW1rU2xl7PWB2TvzK4/A8GY/GbIBePVuQuJI9+6LIWZwFh8N1952vz0KvF1qBrRU0IHL96oYQ2CV4tmD9McINJTZYhqWnUcDoaOgTSz9/c/2OhRbb2ov5/wiKhyrqgk3vsH2au52hl8ZFnXFsGZCxpdCUUg1gnEoHt8NA/3VkGZAf8YRanUrwgqn4m/J4gN8mU4e4f+u79lenNWso36b/0Tv0r9dSQHU2TU769utLpWW3gHj2wOwh83QWurbErZJClbf5X1Xge/e7bSym83yvx0BW4h17/4Gb5Y3nuaNJsrra9CAWtIw5HHYUTFvsW5Gm7ryv7J76dGZMhyz7RKTXoPOyuD8gWcQ6RAEdpsyyWqmkYBprhKZRndhQStkgqARkCqBWmRqImeISmlRpWCGgFEC/C02abpkrfWB09zs0JqxSUotZlUeJBYFEMKtLUSgGRTQrIGiNSa9Exp13OtOy3bOApRtQSL4MQ1BwW22+re7rw3u2/6UoqyjLOYvb8viBXDfb27NC6/Y3Dd6E2e73djWfJhe3TVkYOmlZXVdNztEA0s210BtcfJvcwgAO3juTnubJn/7Eo80cLxfzGGWBvPzlSn/HHx2bOw29LtOTO+L5X0YLwd/N1aRr9PX2b2bp5vXSrlmh6Ttj15jsthbRvHKgCEAVLLLVGse1VlBkDWCjbVn9FkW/rfS7+nqCkN6fx8ai+EmfDAoyajYxsCt/klDHEGKzKfe6qNxIhKDOmCPk3v6gtYm+bUBHWTuaypuKpBXg9VqZPQNjiEoTpFJhXqVyb6DrAFyfJybuuABqumgBajWDO2hdsmwldlE9N33z4OhPvnNPM1kcJ9m6mpjqKi1Do93pGDuu/Sosmd2d9MXLb2/uvOeCFcjStslzaljd8eh2BXyRDlPIS8YI7BgobnLAcU8D+UKgN4UDAkQlhImWxq4BXn4LCAe3CkKfp5cxt2EHIO4M/L1xHQTQ23PcnXC1dvVNaKnb2JKYdWwahVITqQ3BatXEKu9z8IG9mRO+XltCg9QzI148cLwiKk3CrkNBDV0kjaZBHRd1IltWEV5xqGjfYpvIH3SY1gasWK4KUrZt2eRCpaWtW1293BalmV2v+zm3KOhx8KwFSw0oDTCJlOk4oqpZU4XTCgCsGUaLgdkJVRApezgkbi+A2KhitT/ZaeqkeZ3MripjaBB/ELMmfHm199Hhdrp1qQ4HlolkGYPBu/bt622vA+dhVbbUDuw0LE1HZgIdaoM67jSGd+euHAwW6mYehlpNrZW0B6p9D9Tdu+YU4grsorJQLd8dyOUylpw4fdgaUgieVw028U1JBh90JhYvt63wmYCmZRiZmaatorgmhbQIH7nUQuplgwJhjmDSHTuBC/rY/2AHbmu78QYZi2fPo/sTLayqkpMlsrQOYiXfbP5/NP3Xr+9rYt6Hve3b66+X1dfa/ex9+pnGGZFDUtTQMhNZxZASSTcWkiDlNlcCggQIgsAXzoURGDCQWHCQ2LIjySpsIjmcIaecmTOn7LP7Xn2tXy/fXt7v23JBB3j+iecBPs+naesoTelsW/S72jQXezytpox5WG/UF1/FYaAGNrBDYpgoZ+DlVu/uB3+8rAaStlr6zKzWV3kcIuSKZYQ+7oMqBiImmgkpBI2EFoA6hwwApTSiGiIkKyQXAAmZCgg1rGNgISCBEhgCqKCCAEgEKHj/yP61UaHFeVzw8yg5Xa+nTFLNSgu4KkGjioIXnaFggpgSWrqMGHV0m9VeSuwIyVLp9M3GEtKhKvnVVr2Y3jtSu9909w5l9fzm1b95vf1Fszccm73uq3Oa9pybi2WzWbIdC5mqvNgcPbw3+yx3a0GiRDX5sO/M6l2w81FdHYt4TKjnLXj4NNE+zY5e3Oy8nm1fNWZqerf11e2KV5W9Lb7/IPy9J8OPevpxtf678bMP64VTbwFgzv3B8G8ftw7um70TstO27FIjWyazqogpyjnmhYkFr9jr84ZWlnBHdahdo+rL4OXcfXPL/xpOG0qU2efIzwssMv3XvvPgy9fUgdJzbe5patxCy/rDx91HH7ilFj2fvCroppFqu6XYJElS5ptIh6L7QbhuyjW3Flf1sG/vvzveFllpsNOGQAAhz+/74sGe/uHd4HJexJ8W6SyzesY3vndU3i7x+sXL4joCDNbAIsabi2XnwNkzY5RWD+52jw9xmmzyxTpUpajiZHIdykVzcxVPVi0e3y6BpoXCCFkFLdndJDh5WSurYp0GKtUtJDbtiQbfaoBnKrkpxXyFN3VVdG/d9y757q+u4fMbgA7uTzr7cX+v6DthGBwEjt2IGjqpBifaps5X/bL8P/7Nnf/0Y9ZlwgmY0TOafN2U8fI8sUID1MyTRNZASSZJlpU1zKDrWirZQl7N53G3TIkqq026SWLNzGcgXccXNDddcfz44feLMk7ZLWkY+LpK5sAQuM6AEKDiIKL8Z2lx13Z1jDEAHQt8c4g6g6DO/P27D23TtlXZNujOMTZDfvZiW9o9514PcqwRLV0sOMif/ODDzXVKfE8w3teaWcGDvvH5T1+nMrvldTzlLaLiTdbd03mS1qfpF69WqMoePPJ2taRDl/sge1yz01/Cn/HB/xe359AoaXOekWme0qJEuvVmIpyctmqcTuusqLJ4pev8dY7Chw5Vm7ent4nUo0wiXxWWTolPbHV9QQ0TfHqZ92Rt1unDPS1oC9cgNcW7g9B4dKe5t3Pzprk5k1wOTM/kKc847pmkBvq61vaCsE4ZV1kJ6ptCGw1bgZJpnHNefjmdU5hoDglc64MOCCq8OVUvLgDMDE01TVYIyciD9j/43z3+3f99y3ziBzZp22B6DX5xBq6XyBKQW5oIcExlBg2mmcjQsQKwkVUBihxEpWKAYKAsAkwMIABSSiGVVFJKAP9P/8n/5uh+d9PAqGjKMkpLuk5lpxfu7bUMJONNUSyjrKqpYe3u9QDDmq1JXe95tmPbSIn2XWvy9SJlMVyv7XXJapnfrHNdJfujFuCO62FVX13zbZxCUqkdE3/oW1EU3+aWHVoZMGVUU9Sl1cnIQps86HUuqw7vDzzHCg2zuBWgMesNc1cT8mbRbLQ3jVXuYvMDwNrpNiYwxE98mPzF6dGhvdPjy+3ML9JfbvE/f+WZ5t63/uEHnpVpup1U2VblhYzoum5iSpK6mmmrcJQhc7dDvv7jLz4a5717340SWl3N/Uvsw6Zrr0dtcX0wzkjwbFF7WhbVCJQas2MeAQOBWi/3e3d//QePu6CMmjLQI4OwdZTFwurDps5ZzgEwka+cBTDr6UbbdW5u+PKrV7fWuA+y+e211+ocYRVgBQvD7IYvIvLgY/t2452dX+4ZGtW1ZJvR4qyFW9RT02QNOISmriuBifeodeAEXo2ko6PpLJ6o9SOjEQslhN7vGRdJdV2pZifYKXJUxbZvKWuURQIp8533BXaa1z98+4/+hhaV4C9fN5sFMKlrkiKBStr+jv/oDO/l85C36t6uD3X08NeDw/kiWN4soygvlps0ejVFa1YygTQF2lr5eB/RufwiB6gLsggSgjrcJt3d8QPrzZcXTUMpxQAqiRvYQEg0bGvdsNXUPPA9WZBg7PqDUbzSPbV+O1+XDqwW5QButnlJWW1i4yhwHu5tUg7eH1jn0/xsAeLUooA1mmuayBbMIlVokl3fQ/5J795h0LbfvpzWVcEEgoHXcqFhO0r3J+tFWae3ccpoJEUzvRR+1xgcduYptAhuBX6NS3V1Td4ZFF/EbmALlxMRT89n2pE/SpC66x+G/l3s+dGKsvkjz/KeanWzl64yKLIncmJ2wAzhr7ZipVm9VovN0mleIOXua4NzJ8dqkbr28YcDZookyV2AwZY/fiifZuWTo/Dqs6gfCGqZt4uGCwMwebPBjc/NBqMGnVXi0IXU6vcP2xjAP366xJpcnt0Mei2O6hbENi6crulCI7staohOejhNykp3T0BdtZyfvEx9X31zJDuGRhvLbmoB9We3qIjdh8dA7EZMojTB3slQNWlmzW8mYJDrUQMDrSFbsoptzaJbDSkPxRR2TEdDGsSayjLGOeEVq6SpAQsrQ1c6hgZWTCqIJMQYAQAUIJVTP5/OBENEoUbwIhE+kkaTryOEsMYgEoPQrmBAMCs56dlIA74OuMGYo5s2uPlikW62ukFxZvJ5Ye4Q0NNFzGTJJxgHGFgaiS0cBF4zWUXrWH0VlZqyrTb7su5YDm65Y0B32x1QmzMZ8KoX9nfY2G/nTTxXTV2x7ZJRexs1PaRVUrdFvc+0LxPYaiVDAGdxuVGe7Ktmz3xaKjI6frRPn03p3//oztzoBLwwyqrJMhsq1DS+MlPoc9k4fEOV3Rm8sy2ak/pyt4W/8fHRs8smSokEKHdhQ0H7aPxMxFvPUWebHmmnrCEoLbYrpDxssKQoTAF6oXQkD0dtkUK1WuXIaAXQqbIyLWuAgCEIlCmzdy1W7jp//tNFYGj27uCbh+2vf1Lrgx0aLS6lYwV214P6gbPNq69fbQ52jYfvB9Ov57dz2bPWh4H5Ks6HdksrEAPS6GskVSDLBl1y3eS5EgfX0yr1lN5eFRsaVlYafXErBqZutLs7M1rwNdeVRqyraLNTClPau/gAAQAASURBVAs70aK798js7gT3fP7LFQMJEkxyWdvCMQwEO0cNcJUR79hnsiTVLDx5/6B3I7cGEWbLcHIGNShVZTDQUCB7PoyUDj5fyCgHiAAtBxpWBiDt1tg72BFXt4BWpqchQGmlFFBItyyCAVBNnCoOkqJqD3dkQ4vbid3qx1mFNE1fTrnF+3qqK3Cb8v1eBzbbN0thMFQELnINd74tCEh0IE0BZN4QX9dxY3sLarSDcNnAaBPNkzxom4zXpmKa19GG4W5vx4jsX7y6BotYUzJp9JMnbgrA7XXU3vWslorOb3AH2WFXbjDg5UDWl4XBs6YBylsVy2txsmcZTQbW6bbIzRG9xejg7rC9KZcKDbH1atvyXbZICzJQjDcXNytb6B0D1jV4ywDKiqItWyd4Ms10V/dGoVE1yjReXcW+BesVh5aTobrJqiaWjw+CH10WXR+4Pn76Wu10zD1VdMfdWsFWkVRRvL83YkVSEsnSwjWUaZCiBGXeaDu4v2ucXpVK6XbXsGv44lrAOvpWC0IMxdrAPhLYXOdNVJelNFuOCaoiv20uA49RcydSnumIpWPlJMnqacWKPgCEcVgelTyxoaI63wA1kDXgWtsctyCbVXnJAltvG1BSZiAlJJBIKSAlBPivFAYAkIY3vOAUOQBWzJBQAeIYug1qAbIG84raoW+FtmMigKTH8mygywphy4ISarUyHCudQLjOOgwNBqRe5IzZhm1Cn5QQrmwkU7E/cBfztL1jH7bp0zM6f5Xu7ndOvG4PN8JyFXI5DM1272iHxjlvXJ2s63UtcU5ojUqJWF4x37tMG3eorVbF17P5O7+99+btZv/RYT3dZEjTW+AmKVtm4Lr6X96UeQNosdZwrRTPa01C6dYpVQoho4PCIrZR0Qz2/OgojFYZzP39wTB9rfPYdaFiFbKsipw4yaP+9duOmoq9e+jyVmSrGvl23Hc70UY5NkcF9krLBZWhb5PC0Cvcs5ukqeKyEixvyjhDvmtGVNcI/zwnO2b34EPPLtY/exMnSzkY+os53fb2+GYZBPwi0TrzGPWMzaKZfP7m/fd6Dz7aPT5dNOZw+nQNiLAV8imyw75aN0TaGc6HMv3Fbd6Q0tykPdvZ7uy02mN3cR1GFIO1HHV0WquGGJBEvE4naYg715LskH3Ndoqr2d/sd61mu9mqiMsUol03EO5ec/xwL06uVPH+/PyZ0wKLpa2lybPY6/b3Hg8dry2lIET/BQeautCRrWtcKIUUPDpQceHbM1bRGkJotg5IL9DR/HozrwE0hPItuWoAUsLteWFaG4ddyoN8vqgDNbmJun0n3LfNtETUCljKNc1u4iSzbGF/gqNlXm5ylgBwaEmF+8x1UPcUzEuXAgEQwa6n6QobOm9oq1PgvM6qLS25pWualrSsQy2Iaz6qm9mscjh4oJk/M+yYClLE17OpOUD67rAGav00xiOvj0ldMA4KSMRXjPQh9kPXstn0NA3udIZ7xJiXybQAUNp6k8Fmg66IvwugJRFdSLWwDZUmkxT0/cYLUBHbp5RBgATKdYsZfcI4xXqPIHa9yNtNDVbe+KhTREsAMyl1nJfEMAWlq3lElJFFVJWaqsvSd8E1OTtLHjzuFad07vaq2xzzNG7gQUdyBmsgHw/ESrYn0zKBnAmVJHTQUa8vEz+ABQWupgzLVI1WNpALttyIVEjNpoKvISgVRHqqV2a727ePBup8xgWgJaw7rlQuuN0Cx5ARgzCXNKc9omlZiqHGpHhyf1PrIskgMDQMFEUIyaaBsJGiURD/lZJJQagA0YjGLD+9NnCoE5xizxN9l/XcJqZG0WggIRvhPDA1nRAINGXqJQHEckoBfHZ5sen7oNfVy9x03YZySX07uhWx7t47ClVVkixXYXl5nmLU5BaJGjvP13c+edI/axxGQUuaigT9AADfxSxKCU6ZtpgyTUshOSKuQL5msNIAaybrVhuzRSxWJydoMVuIRnv9afz+/eHsPMEDC3Jd1Gobi2Knl1UiaeJukyFWogoXnOSYVxSYKznqW02u7ba72zu+bi+P3LTnSdFuf/YC2RcyXhXjXWCOHOrqZ6/ivm1FFXx50SC9MMdo/ip6soue5QnhudtSeFMO2mFL4eJqUZpLyyoCEBmgKRqFGA88EG3rdrfVRMu+1yYl3+mQVYZH/VZPl6834OGvP758cbku8MWkCRyQx1gvKFYg3O3VqMfSKs+r7W0j++F9czVZbfqu3/H7r67mgxB3h7uXC2A2GLM8Qm650/m1O2PtpPXRPwde1fkW+PT/flU8btc1AJ/jxvBBFckHo7A0e9I5fHh/9hGz/+fa8r/9SbRxukUBMiQSocI22jt/Xin5sK2dV6rMli2Nn66WvdpsORRnBmiP9eEuj7Q4Q7RDLRIpJgQFVe1cPq9aOgUNGZn7UNgzaG7WNxAmUC9FAUat3TirgKRdRKWIlbPDq97+g+PdkztvPv/VCxUbJVuexXqI9ttBUrEIGlGNTKVWVQ4RJSViABKgNBtdrFPhGk67m2ap9CqbNlB3MVK2aqJK795r5wUq1iUxOLWU4tody6+LogIyK3RIE+uDVmiyJ3H6i4TmBtC7rWHfmL2dimOfkybUcHK9TDfm6K5WYr6HzNxAt29iTctMK7T6ZtYwY9MMfHtN3Xy7LIpC72eIpCBAeoDuesbVvFYt83hdlzmQApakCgE4A6IS63fvhots6UEinaakDRBZxdtGhuVGSFHGSKGAswgtrpr2obGM2a7B5gW3NQk11dqsJ7XZPXY3q/TYa5td/9maD0xPoYQyOOzoWGWfXwGIs50h+bCvXeXG52/pxazZ7QMA0U5Xj9d117dhyrcp2xY0a4AT4DpTys6JkkqZvu173iCt6h9+ta7SejnLbUMWAvQicGLpTOiAKsYl5fRgF11P+G7XfH0W/SwRfQxwDVQukUYsE3CoqOQMAIwhAkopoIBSABJT43XBw4NdGxc4JIXXMQJ7S7F72MHTBXEE9jwIa4aJNBFULkOBSQSCTZ4ktRZNJmlQmPuuGa8Lx5Qx4DeY9x7hm6bIc5YoyCGx7uBkq7Kztb/n25r1DqyPxvLVEgLDtRkgKZGWSmm23ppIa9FCNvXG8tnW9cJu6zaBjipjEZk+jxk2dzvrqixyPt4P89R6/WWlD127KBtXTUzR5XW5BYzQQUtVaYwkxawUDSyYVSceXes7bYyhohjjglbpBPFt7RjwA3/wHtn/cXb53E54eJYCplqduyq/3eRajstGblhDiP2g/fz5lRQI9fUq5ncPPjL6J8KDT77bfftmPZklN2zS6WmcgZRpNK8M4K3jTEeGKKEWtJM1CPqm8stVEh1/NLh4Tdlw7EvToXGS0UhRoDjiJVQu3taPv3nHpE1nUFWMTl5Axwo8y6kc9OFDolN4t2VcbGrFVGiSK+kdGOEvPn+x/aPpv22Ku+DBfwK+/a3j1xf19PiduHwLLYXctvnlZAX1ZPfEr2ldFeKNZuDxSetc+dLu2HUmu9Qk6Xr+mXuYbdbvGcI27y+iF0M7YBRL4ADc7gyG1iD87FekR9egMUsGYmUIUiquWUjvhY6RgmtW4pY69oUNYSbpLAG+hooksrDyDOh3ybbQqBHiMqhnuv29o0PPgk9fLN9MPLsWZUZxaXf85PW2X5lMJjlWyMA1FRIo2yWGjTWTvbpdeTrotsztogDClKFRQ1gWKHz3LiZ6Jcv+d+/1gcjq9GbBpvNSX26DsQcE40Y5eSaETDuHhv+jCiLFHHx1GXcGfrxVAxfVi7pMzKNHLbVJNpXV2+/EX20GDsosM18pj9TwWQo7xy/WreO7g/Srs347Cc30Zpp1xpbd8i0EMFPxlOOuzCoFbZWRprSMsTLTHGg9g1aaLGtFCpzXlBNe6yeB05bp7Uw4hyAVsk8gNi1CFaCcMR3bRs14q21VUDscq6RqvI6DUPMXl9mdfnV9vSUQiBqka+WapAv5pm28uciMJfAHWtfgng9bOjEBsaGrjQ2xSfJKrXNFoUQGWMXA1pARyKYEZkRZMn9xnT/5qD8+sBaTTeDAsjDzlUokKmPII3igDKoUgKyuWNuAIq06WG0TsBLAkNDCUNeBK5VOZKMhhZWSUkEAoBIKQgCI2JQnusldKpBKpda/3xcTbiZapADX2tLYVy4QRYZzFPoepiREHjAgpQldJyrlbV2qOi8wtPZ6xTbNceqcEG4IHXI/hHWCDGFSVuE0Nw2Z3mYfhAEr5GXBdx+1V2veaE6+ZppPK2bL8aEW9JSD/NNXxXrWyARis1Bw/NeONs+RqCMMgqsMC8sbebxMN1lReg+MWG5FI7waVUz6Nnb3ArpN5WVqeVwpoEDFgRB5DVIArcEVRLlTCzZXcZmjuHNChRtGs9tlyctu+hPqQLSHjt8hK7l5tu1btmmIAhHbRSDOizcptNp3hvLt9cqx9OH9/sGuEtHyjz7L7pPNoMu3szyeSa/l1LcSa41wNQNJUTV1OtEc5epFthqPjzuaUWAX+e+Pr1IkjeCzP/lxuGfjlIsKwsCrStg+0Flct1ut6cYxumj8QSe7WTsYnoxdngFFvHQNvtW/nq2LiXLMUSDpMt68BlxDwHwD3/74G/5iM59x2IxlewpwrEpD9M1k1zA20eSH/2K9PTnpfPAgMhRymoNWtkmX9MAqroQFwCb+KQDgMwg+vuPgLVoV+feCvZ1xv98bjVp9adnDXnF4Z+dlVsRNwqICmkqzWApxQSRwwc4H/WGZbK7jFUHntxJBQDEqZHW3raFM0dJyPJ+tTgG+uY5603QUSsoA1FxTB3mFJJUibFFNqywLz/OOJ9NlxQRsFIR3/LGtm9dU981tXNR6o5fKBIC7Rb0p9Mcf9RlDSjXAyAlgb19trToyHa+kLGWqo3BUlOkyG9zd6wTttMmP3j948RdfbPNVp+MWETZqJgNRN2rYQW23eTFvNKi/+PJ1HWBz6F2tij1TlF9VodVMkznrQlKWZscY7HVFrFaSmwIt1korgO5Z5VBDVDw8CL5+GbccXjHaavCDMXad6LNaDvt4vV07ygs09/FReBBVm/nNt5+AzwRoBPAF0CvMqDg+dm+vmEkRqxsLK47ktMJ3exYtyEK3Ly6m3pABwAcWcgytToQT6nf72telRUUWUyk29P6OhxRnFKuaJzmFpshyJRopNE2WIpWQC+4QYjAQqYZgSAIWqkXbaqcrUTDwelJ1Q4dIbug4TkGvpRmyWW3FyJRYAouoplGcK6IjQIBAMgIVEGBRocACjg4RkDoESkEAgFIAKkWiDPK+2z8eNBWt31yFwm6xGkh4fVoYPQ/u7TZJNJk0plrVOdsNvM6BRwDjqqGUtQQHBdccJKrC6fqpgPM5BYE5CAPk6I0HwI/nxMKdtrM+XwwH7UecJF9xcsfee8f1DXszT5lgkqBFI71Wr/dwcPp08Wza8sgTWjtBswRqQcri5hIOd4bbwkN1duLUVFTVekYzzS2zrJnaQ0AlySHev9vbvq34Rdl17abX2SQTHRa+W+FtYzG9ESoCos5Q4PO0urFJHuMiizSVNYYLkjYBP6B7B/WLf7oRV8IfBLZfQ2Jc3yy8LvbdoAgU9nm/BhevzkEwCAet9379BFDN7/R/75H/5/+ftyzfHHfkZ+dAHBVNAs2BsbjeEmQA04dZ7F4V67Js7/rT0+rg/VE+a/wD27qF6SePxgPzX/33P7OySrcdE3UPO23HdDLZlBLsH/shxH/6RbHzZHTQ9/maCegfju32HeOXv1hHRrmqsrB4dQWANez/r//u//QP/uyPXlb6aedazyaBBjuF2glAleJbgU+8Zlk1r7Zn+446XZ5N8kdDJn0a3UKOh0bTw12z/w82D+zx//CH01xXmnluYbDoAFdWlmHhEuVWWy1yNQ7kF3Ort9NWrbE6o7NqWlHQtnVDb3ALOaYTZ0jr0LOnE01XjQQG5/YAFD3qmmh+TYtkygXp6DvvfeBcbOZJM4mU021b0yuxK1M7o75T2Yf48xcVP1TqppBAKQB2u8HuyFlshW3VEqirBfNIDXQEkSxBuPvJw+XtZbtrFdyICsif3Uag+WTXABhqKX9OWbHdIJt4sg5ryGJ3TYnX1QzNM6o1yWhQp5UUvFGwgqXhff55gQW3bZAFHFhY4NBHOEVlC9bCAufbeNdPr1+jb3/vydsZsKlWmb5o+2crScBoPGCpX7SQoWx97eFf+wQ2T0/bpRju26Cz+f738b9+xg93lZfKE8X07bzKhd3Gf/yapUfQDxHsY8+Aixs1LoGshQYsabp1xttaY9jWpoQnY87b8D97MPgvf7Q63SZDF+QEjLr49YT97EZ8clw/OnFCh/MIMW43ZYI0TnmDBC82QmEldZDXTV7jXGEf4I4exlklJfADyzaUltM8TZSh3evYYpFTzm8SpLd1rESVNZkpQxtSILkkRGiC6Q3AOucNYogIQIBryArDrZCN5J6SSiKMIQQK/tUjp7era2R9OWPmnrnKrsgk3ORGfBqtksjcmu/2cFWxi21eF3E5p2if0zwyQAooRJTVOUOmozS910b5tGzSEjt2b6cNlVzNk0+v4neHDgb09MUNKincoHgLd/utTirFq5ES22++Y/8oQRrGNNiTYb/79eUv/vBzmK25+7707JaJKwMqqibz7GYb3f3kgyJdJ/laFhUDTWlZro+RMuIo8izTUODmxS0Puq7L+DLKVIMlgBSWGQGcF5Tk3czmVREBpJm+Sou86HTgdU31cIkkZIt2+BRaC2EedrIpWwAh2Wa7rI3RPZpv8rKuotLUJZPQu3/SVFFA5faLpNL5BS/lj1d2yyh3dz99uzZDuF1g6Gg1dK0OY43W88GMjLmCpE1xnbMiT94usdyZfZ7YRtC6Ujdzc0xgdneg107g0zy9kitD3t8tkvpcauOW8dt/912cp3WVmIztCt1q4KSqjg7uGHnSXcEvKi/Q9dV89Z/+5/+sG2Kih9d/sm6Uc4jBxwHd7fEJE5+MwQU3rmN/ZBhLWtjCest21J2WIZ/h81M97NwH8mCYMOE8ey111yF1M5SGAX0YdO+ORmFp3e0M4pyYOTpn1knXeX3pFGtNF1sJFNFgoZRSeqD3rLlWm950OdUdg+aV40JWiXYGjAYd9a1XooGaMCwycIuLF6u32QoADdgSYtRiwX5HEwm3oPiLKTsJret5kOheQKau3muFncxxPbPIa3p2U4X91nI1BblstLBnN9ubpeuYsS5hVbVhY3R1mGhxjlZZXVTlYQiN3jBJqJfL5c0KJtl4uGdLfbDTEbxcrRfkoJ3PYke6WND4ZqNKFT7sUa5anbFKyHLuO3rWr+EBIesr9t0DsJnLXFNnP3mK9W6D9HfaiGjN5bbojIHOxOpt2hy0kWW3rYoW7HDUKmLNaltnp4vbLvpoDBQwO6ZsVVolzIlZrm016SLZyEBXVGkmwIYmlkvSdpxs3hiu4BiwUrZDhCpUcOvt19m/ikuiZcd9O18WolJC47/9MMw3dBOntq3mEAYMy82GKw50JColkIJQEYYLKnIOIiUQQB3fSxCtYFNWyKWmkbKUEtVRBYPnt80qVringlCtCmUpoJTalsLSYVFC0xM2klDWCFialFCTWIccCqlkm/AMYkgkgwApif6qMikAFCRZC10y4+qXq29Scr1lN59POsN3rpdJ0Sx9HV9bB7oU0KhQae4eGl0rJVls+hA5Bg8hwtySBCjIoKSI3XJY5TUYdSrHsMDmG1iT64JGlevqjNq4Bl3L1GXlOu4QrmMKKWw/P1v/9g8erCMeb+Ory6Lh2av5c1y/+v433u+WO7u59rzQKrFqQnT29akdQFQ1NYNKczukKoEoEeyEfg1A3VCnheIa2ApI1CCesaoWjTAJNiwp9Xr2Bci2egRmD4/HZNQgH+QQ6RUHFqRMEl4Ub0H/ihErL9uOQbOC0DBUNNrYvuztuulVqnUG/O3Ndp4DUg8+HnV2HK2IZS1gX2acyG3dGQ1lXpUNQcpf3RTIMgKizSe1gKIInM1Mkp7QTYc0zW3D2gGjOjzu9l+fKvDAtZcbm3UYra8rNnA1T7HBTtvg2DWMsOdXyi4L1e+Q7GJ+fbpMLYGobdqhXectIIpmY2qGQUDRIJZOXI0ErvudEXlH1zSWHPnqGpavUlRkMasMh1s9l0ktmzm+OumKenv7Njn29fWJEx/D/1W18+VCa9/p72ubX52yymqYrsKdViVQslr5uoaMsgDC63tWu1t/HofIrIUftGWg7waD3VEbJFF6ukyYSIiFa2n4WsljqfvEYSYya1oABOjT/PJ/+Wvu7U8ktZSkPIeJA2I7B44Dc2m8e8eLoiDYNr5FmLeLzJbTa1lcbRa1XoF7e/52U4bE1g1aNNWWo7bI9BqWKUO1BWS+jh2ZyyPftVh5I0lVGumUNlXq2hoBxDPsnkMY8TuNhgLXStPlVaqwznOtzmrQ6ezdcxIOtFk5pt75jds57tYeq85ff1mwQ6gbW2AppmHlSMnLbLmgYqeXXZbY1Fsft1efzbKaen331WxuY6WSiDXb/XF3Y5B50t6vpOMkZlU7QqvnTU68wiunI5Aa8iICeimfBPTVrX+ok7TgoQtCSGKKA0xrTStXdNgjhi4HlnF7GwvAoEFChIyOZVtws82TvA48tYpArSvBpPR0vwQ0lgqDplASIt7IGoOZAAUA9y2yrnKcA4Xlkz3EpBBI5jlysL5eExPLkyGosH7Fq0Gb1TMdm8TC5SpWPsBECdOQggO7LD0d55rBDYwJRRCWEvo2olxioDBEf3VjBQAEChBhgW3M3pxnqvEoeDD80WY9vneeQefuRsjFerm9H9QjnWhZeuTAjktpKdJrde+OP4OlajG1lo5hC1uvFYMFa73TA1zZL29eArFnu6W19Xbc5McTtJa9o05HsdVXK7HXj+IyaHe2jgVO7nBvv1xdL262VZxel8tMuP+zOwfHgSxBL3GHhXWdvbopa21d4m5pW22bVo7BKw0jpKe+Iaa3ZbjfCkNzU0lWQEvVqUZLk+o1UJCXUpbX4Ld2pNcH/802AwAQsywM3tVJqxR5iZulvDsCKRZ7V823v++c7rnTHzquDWjQK08XYj1Zr4wyYQitaNzI+70PeMdNqx1qAyfY3TN7RZYwDX51DTlhYkSaLc6K84vcBZXZsWus+YYjatpridC0U93PX8/tARi0atvBi2IbzSVR3XBWvDXx0T377GY19uy2xHJVmEcnba318PHh9XkUdpL3u55WekmZltVWXV1pzigj/sGDO/D07JcMjHF9VqleAAC0CsW+aaFPeGSeW795F5gr8Cc52Inl26y5xWrY6oNe73rD3v/EZrmdC00PdKLzMlJfbW6K9sn3g+kLQ/xl0hk+DPv9gLtmVJarm9QYgtkavMnqo0EftfWDmZppqWqFoNAPgrI73sO+hqvF8+UmEkJJaegKcmmpEJMcOAE3igf75PWZqBsAAPwvflJgoLe1vXU1MUF2RwOhBK1MvV1VF2XVGcl7Ry59eJSXvX0d1yq5uqz39ndmdaNdThvPbNtVFG3Livm1sLU8pjjNdIBwp+/tDjors+G2Nb9ZFpiGvvHeA2NyijEHywnN6jTca8dXFGZ8W5jIbpM4PT7cWZytjvb2K5tFz5HvqoY5rxjJlV1PKGj1u/CyAhpRzjRKK6baY3hwhzx/re6dkDfPq0Dn2LCzN6smBrwsDg34+WRSHYQa1t9ONPveXjmFD76lg9PLHQDzFOznLKrBW4/e+x6evAfkAhgYBEu4U/MrHaSFQppeLKuObQ1ANGtMBzFSs2hpvr/fThrwgwfhr96uNQMXrrdd8XxRDRyhEUAp0DgwCeSNaqWNtgeu51q8YTsAJ5CtAbkRHEPQdfBWmRErHyDYYvi/Pq++PVi/c7ftr/SLBJo+3c7o5IZNebo3gKe3qsPAt0f42RthedhqoEig2VYKgtIAHV2ZQEkNcgA1CDmUWCFTEgSAgkoqKRUAECgFyCyNcoEhRPq0LYiZVqt2i71rGXhaEEy7L8/2Phl1QD2RTVcrTIdA06PS0KwDAdYYZLpsiDBiLmu6YqhzuN9luGnuBqNNlif55nIjE5zmzcPdLo+SN1v0W5/ckVZUNL27hri28OFR+NXZAodOuN0u31QffPuhLuywgd29wW3VP5/cLMu1MfLVLN2cT8i9AdJgX0PEcJcI1W0HSxXu93RTp3XTwSTRquWctriCCiYxATU0fDx0wekKfOd9wDFA3VFWlA6Djma/PMtkJbtdU0vYkQf9weg+IFl68Oi9O7//oy/AF09jUKvGa73b7SkrbXoCGfIL+Xl2HqI8uOfbX7xedYSN4YqXbRtJYZZl0zA/TtXw4wEst8mUE5POk3Jvxz6bVVqjYXN7vFdUpjfLq5EfpJdo77cHHo1+9aOyF6JLPW2lVe/uO4N2mxaZVgJ3hF+8uDSr9NOzKwugvf7BXZe/eZluNsKPzoN7D0okrZHzH7X6k4h8Aumf3l6+08UfsOrI2ghk3vs1TcUw8pRZgcK1x32ygH6ek4ATczziN1Qwy++5t+s6xti8iu50rYljv4EemK46frfb7h/Z+AaFsqaFk9YpsWt14BibbaIQH/om+u47aHmby8Dt4ZbTBRj0wuLO1ekCR40yUI07XbtDTJZK1WBSy28zeoLAAvZ+opr32y0md+JkFpp8H5ORptRAfzWrSBfcN8kyqV7OrPau8879w2xZY8Pr3knKxWZgA97puBykxayS4F5LvrxddC2UL9ZGMGx3idtrVWkZT5fmKgSs1hHqW+Vkbt3clpqHdY23250lb5jMGxPaSJtfKQ7wq2czx9PPF1tuVLvE2ZZuRtqqQaDDKzYHG71oFVlOS0tbNMizbGKJomCCK7vVHozR7dsUMOZdXWxLjdvafJpKz+xvqbXXtnxyU1gS1LMr9v7QTMsko6A00MUkOCvUN8qMxtQ2wOELkPwSv3xoLbaay6GOmW0KTLKB3hlARavEIKrno+KmcSA/bbBuGmPXiIr6wFeiFomCVaZ0AjQd5BjoOljo4MvnIAAdDxR/Bi1dJRISFbgDgPdQfZlkez54nkIOpACg28GJ10BfjaSaLUqZ1YcHGkmAUCLQZaCLl7dZ3dZABVxojGzWYFFJrjhUvq4JyRquQ4mxQhhKqrBUCCFEgJBI/tUqoxQR8XI6l06x4ybaiYGSrqzE88M9Q/s0vVNsq/XqyfFujUlV49Lba/Y0RNO+YWKK+tIQQilNKIPYgYznQnKjbAjR45zBppS4ZkY74E1RZ8oa64Ef3u+QmylAujbcs6+yekk0VTb5xbx9GIZIfH9PfX3V0cygeq9VDM2xBrIzdpSqX77eWp6wQ72aT5N4y3fbI8uyIETKNwhCEjeEuZhvN4wBOTBBuWIVB64LiAZulsBU2lay+DWwbZBGK6hbnOHbS8py5ByagWNyDcaIFP7ef/HcfPa8tXPX3j86QE3S7LHbKdfL5YuL2h21dMK6H43sty5ok9mIuKuV1kjoWMQWKZcQmJ6tLfItJgAvYoMAZRoSEphls5vGCXGFtKGF4mXFIXA8b36tHd27sxu4TTzbf+8kW95OvnwbPt63Do+PdrQXr+s83W6U1C1EZMyh2E7WWoW6Dm17xloEm+2yvFyYtjK7nd79/eOx9Ysffv4922sJeZfqqNLu7Q94npwmqmJggQAExtvKKnjTHgXewPHtpkC2M2h5SbenF0KW9o67msYOm8ddo/eggzJZA1R2Qk11fVgTk0xXRaKj+Tq2QJVA0O96WSwH/Z7W+Lstw3AD0zFoputkhbQpyKlu+JRrVCc+4VjmFeMfGODA1oq6+Q6sG2v9wtxyNx8wecSB5borom0sBFRBSu/g3dEtbm9e52qYWd0OLE2iamCbYlsYel4RwdfZSde+/PIqdMTteiMUGZiAAlLnJaWsIyO/F2a1JW7rqxi6HQEh6lpsu6jtHev4oP/VL/MorViRPPSdm9zZcN7wlTQgkOYcOg0zgULYKHR37bbWoIO8gzT75/IVy1xNr4mcZ8I6k7SRRlI5QbDg8p0T4+W0VlAGgYySdVqoVts110u01Pr782VCZoV+/+HodSorZ1bgVmRp9LoYBVrnR/TsVFNAizfKfR96rTSaKVBwBNGJqetGxxOxpqmCg4dW0zupfv7Z6jwCezveqpKHGl8CVXq25WhkmUNNlVSCTEkNRDH43e7h8cFwOdvEuV0X5mEPtLvGuBXAzaQdrq9jFgTGNEFtoBkGUhIIpyZWLRtQFJwmoBF6O4TFpBFKWBhnsRzryOLQ1KHS0BphFzs641hXSEqFAFRACqAhJZWEAAL0P3alvwrhi1V7W74rNDvrfuLJv+ypwTuLD8KBo4sPmag3mnT3+7vkszQqW598+z3t1ezz2tK0Bh4AkkOWWTl1tWmc6n3HGLSNIc5Pc15KjsCuLWgsTy+anU4rwIhU4uaauln18fe6lcuDg2CdZx8eDNK31dcvZsGHvbKJUls/7AhzLz2fJk/uDinDaQ46T0bNzWr+s1v/OAhPrPUybQ20zt0Of92xWmJ8ZCyW02d/+dL0RYh4toySzaa34zWVePmcDkfhJsXknjw7TQwOjIqnChHLLDnz96xWYBEAqhK3e73sRm+25iffdRfGaoc0P/qlU/50AgAc7aItV72RUyznMSLr26nh2DsnzLf7TugZiWjBeDrVqGnO1doIoWk5rqNfXMYNb4oa7z7pt7H2+uutafizOWuP33n8W6PbK0MFVuO7M8G++vl8MVmJprj7eAciK76+THg/CPvb57OSJQmGX15dNSiMZmfLdLUz6jlOONgP+Kka1frlfMVjEBBwR5bWHn1xWs0c895uaxyj6IyoalilQYqWb1vwzRrxwOwdtHjTznFPL/TS8tSSjzuj19nU39XWers6tsOKz5VZJ/Dd3THT/EjA3the3cCrsm579s3tBGXZ55eGMbaaZDs4OvJw3jiowcIn0pFcDzrwGx9+Fc+Ve4kXiZmwQG8bBISKV4isQvRNCB6QfB6LWYs+GIEfQlIJacfGjPb2jl0q4rcvyp2xnwq/vbcHHWO2iFsOen5TfPvYXCQwiqiz5372PO1JePH6tOdqo11y8YK7Yb/YSFWXjbWqbV8zerQq66Immup4+uER2d6CzUpJiBlkVQPbvdAwyzfP0vOKGi6+L9Esh9u6gprGGsscurZZSHqhVxm2wAPdvh7LB78Fzv69yhuaY1SuZdoCj338xdsc5dxpah8FrhNObiNDM39+Uw/bKMUiTZkeCLBOURbu9wcraWzt/pzmvyTGo8fVx0Ez/2H5/S6ZLMi/25bfObAbkJn7BpZ8slZH2LB0mW7SVlnqkCWV+GyS/JPD6jefEHqjzTjmFmoghpbq6d5yVskg3FDh6I1Zl7kCVkAKN//Js9OPTP4tgZc6ahOoSvkmk60uhz34cAy+n9GzN8B3dVJ4qpRQU6VQXmDgaxWaMKLg8rRpSrDXIgAqswaQNWFXl4pvpDah6nsjo8wqZmIigFCQSaABpSHFEJRKAQEghBD8/wkDDYi/983RPob4XR7h5T/qAiaW392z8W7242eJdm9vJpa1Fq7v8F5+nX5qmHk963B3YNPbVanVmqy2pfH1z7Vv/IYB4KbmRtjWuYHIPL9d5XEKx0NDu6EhY6UGrBAGtv3quraPIL1ate0AlNHg/UcK7lcd85bWwVlxmcj8y0271X55ucSB3vOC1dUNL7L+N4eYN3Kx6HSH7ZbT6O273zswO8Xl8zeXz+fd4zYrElgzPdRtvbMtmtXNtn1sl3musbyZmooCGYCGAgZyEYnOkY4QLFeM6KZuhkAEzS3OWuHi67IxZyMXkj4kxNN5XOkIqmy53aKG6RUhprkHrOJH0Ssbd46zLrEhhJ7WzkwQrqGqYVlrk6uiN/KZTcrZcrKazKndIFO36fgDi/rOH/3huZUGd99r90OreXX5+Hce7t14f/zHn169OvNsq9SsN2lXeYOH7x5qHFzdLHc/GP7Bv/wLJpNvjg9Usp3QwxklsDYo0d759UNQ5n/4tuputk/G8N7R4Dd7ppnqS+Y4hj1ZOHVdEbvv2urkHaPSqnnkEr/rRMw9AvcehsUZVaIa7PSlukbZtOXbvodvJ7day2XOTt8NzJbcFqB/4NZZuXh9Pd1sZ0XceXe3yLje1ar5pGp7JKOg55iUswy0eqLh6B2pTktaYUGQIQqg0XJrOD3PvZ2XTzC8p+UHDUCvwedb8NMu35bg5RrO+SJ2cG+3/XhgsMgpzZ6+tYXdmVBa3iSaqp//6nmWY80X5dNLa7vZ6/PYsveOHcFh5ieTKPb0Tn+MgWGPTk5Cx7v+8XMa5w0GAVBlHMQl1mHVcHH+9iJebJEyPVS4Dh/0W9n5fFK3ddhquz0l65RBN0ktWOgfoNYemnyXgL/91+/8H/5A1Gzv76OzF0J+JTkAhbKnCrkDjgqqh/alBAXP75y0dg46X5/GFV3zmtbc7GKWiea0WX2nI0zRWWQNFQXueg4l+qjd0XhVbD8ZVAMMPzyBaQHTJY/X0uKSkbpCtGzKeSOfc4ig83s++P2vIf/gnWK/3sxKRZNNWnuOtTzd9nTICO5KlRFUV8AksEjlbJ093rn3cnXTsegsKeVWssGOGerIIim2d/XGjKGPVVOJHZ2dXtlex7e0ppxtoAQbpbWRevQu/oNPZa1ZMio06GBY+i4UHEfL5rf7oMpXjg0LhQlSNRBCCgSRQZCUUAkAAIAIQKEUgAAA0u33v//xyV975Nz86PUfL5tvP9z9gx/xU4KMvvmzZsi+twMc0N7MHhQx0KzJWitWswjzlqMtjLzaiJD1rMY3TJBbQYipVrF8o2QlHQFDoJiNprdpWEpKLISkxGmptBADumqqmGc9NtwRx0a0Slw6YQ92YE6penqbW2C/b9ItpUU9iWPTFhLALBdY1LmgIw/Ml/kebo8/2inefmHztP/Yra42DW3KkmWU4waaoDHbLZSXDTLmpBloRqMETwUWhm/ZtV7RCGJgEEtTvl9K5/q6Rq4hs1ld0IHCVhjsfWRM/3xe1UQ3Nab4uOGLTePrfKtEmhFd0MLn2ZeRd9cY9/XrdQn6GHCYVZAj3Hk3TG+z7ayUro9oQ6luu4y9512m7OaPXgyke/LNg8GDvesbTEiiriOCO+8++OAMfWrDpnVv2KxVqOr4ajY+ao861vrN2e/e2bFju0qzq02y5hO75z66i83OPndRmpbHXfH80vRo83sHY47skb7JCvB8AhqJKsP2mGlXAppinNM4tw3HAL7ZGMb5H7213UAbBB9/NPjLfxf19vAi3wrL8YZurtzJZOXcJ7OswMCMrvIFizZF9vrNuXUQfvn7Pw2Hh1DbwyFqC26YOE5LlSOzZcO0tGwj3B068oablElRU2YSTTmjZumO5s1XaPA9st0hFxGLoxmAXPN0B7MOZ/FXLxqtizsabHe9EONsOtN6RVk2YNjJMu7dgI2lZZfPcV53dv2mbX/3YadcJAnN7h6B9Vd56HtIFCW2QJYVF3Fpe65vpjJeZpxfpArmoEppaenQPDju19Pt5c1mtsoeDrSWY9ecGzh5ZgbQ4E4P+grAXa/z/rjYnEZf5j90/82gkd4csLvkzn0SLyW7Erj0gSM2LG7bOGhpi6sVaKTTN/yOd4dnv/olS0y7LCu/Q5a3TJcaDFMEobHKHAF2dkssIcfsynWw1YAk+9hROw6/1OCTPm8WoNTAuyeyWIMXjtbexQ0U87n73IIPd/jnrxftDtfKZJNWIQLJVHRcvXE1mmSS6xhhZLgIM24jnWlyFbWww03LqC+hKWFdGw4pN5qj49qop8RKjciSeuGQLa27PZ9u8vmKdTUwr0ld8R99phwTgDJFGMgyoZaTE5ht6OEANhKisM0bFggualpBhSQwTGDqhDOhOEcYKygBAuh/JAza4afU+Ugr+u/Jz/9ZfB+MnuH66eXsd0+c14O+vHTCI3uvmkzfnm4/bt2b6s+a0v/p2vkn44a+rQ526cqXa/edDwdocetUEiO5zmtUi3ks6JXQhhjX6u7hwGf1220DbVpXwDN7e8qVsQFBgLv1dsnmVhtFq9VizlBt9WmQFWVi0dsy/J071h+vZAwbW1u9WO4N1HZNqx+9lB89Gu/4n/3hn270eJ5S/SbFEugIaLqsS5EWFBtKECwd4/ZNPNzxTLuGrumZAtSI6MBqO44gWa7bHY+uqOKsIiIrJm6pBxzDbm92jkY+erGIbc/eZNcEqvWuPbAtduBoG6J1u2Szpq5oTKn6nHb0MuWHUsw1zTMrpSB7m+LQGuyX2aqaz23sdt0d2N6WL3+RDKHZ+cF3tGzx9b/4XGg+edh4yuv5eiYLpvjZInriHplxLnq2i9Xkyy3gWVLBV7PCztam1E1Qh0cmQPKCkiBhu0R5w9Y7Y/TOQXD95dTUbD3AT8+rW5lNlRcxA7cau1YDr577/ErCoF7Qfme6zPbiEh8M9+40i3XGvD3n3ZPJ06eKKG9kXG3KJ9/wJ3kYzGf9h+TtSrbveOVku356bthas4iIa+p3HRoXoa1pCOfY7ncQUprREAzdilUeZZenTeAIMIQVV8DxFHAO9IP7up9V7Ff8gatOfgi+8nrpY5yrll21oD0epZp2rdDyar56etseN0MNALJJC+vm1bX/bk9TKb187YXGu58ca7t9r2yWs7I/9uJzNdvmd/ro6WIWbFr7d5iZVZsFPf7Bd+JVrc2LWYJ+/fsdkqqvPqePdnd3+8FDrM5dfG0S3fCVKhPkAZPMa2JbZSZLr5SyTYqST/+s9B8SODaBUdUU5A40/6h59z3yaw/Yf7dCUVlebKnEbGsYqgKBhnEmZ6Wo39wWuLYN5O702dXmYpMUHLZ9c5UL3xPLkusx8mZNVqE3BLojM13BXDd8yIEjrG4Ld4tgXn3rA3DAgDOE/iv55kQ9/Vr0nAz2rGJVVomqTVk3ykQqj5RNaKb0ctsUNYZCdnw87vvPT1c7Le11ooaC30PdatEZQfGimd1rC7FaVJbvETWJRF2plFvHd0dlt6S3C6zQuIUg1BcNhBeV33YNG67mvJFSN5UDATXqf3Mhew04DlWHKwh13dAJryUGrqwFB3rbIUxoTCqisAaYBBhABYBSiliFPmbov/zLSb/jV2HzlYbqB3Vrc3Z9vN96pSIFSTmdyTXbbO6cvvrVp3AWtvY37QvE5Q8enem1dm29OyE0XUBUlVgnmDj9jpbHAy91Ptn7Z//tnD3Pw4O7DIOWz9rh5tA336xxfFM1bheH/sWwmkNO0YpI4Sn/ZU3Bbf6NB/3TN9s7XfPZ/+sv9k96t5dCk8V7j9yzy23twEddPJ1cWjA12vvZMnFNlZaGVqZSKyBiACDPlUqIcl01Sj8ct4ye/+rF1MCwe+iVK64CSLi5SGRvt51tqgboioq238CzJaee/sGjYo2KfIn9yu4TtsnsWuOc2j+/vG4UPl+IpoQsbff1oxM363sUc8123WZxM9e3hWIY2K5yTKK38F+8zrUICq/fDSwfFn/y+28tbfgf/MOP4zdx+7h19HfGt9f18quXF2WW3A1plXT03Vs6/dXzT/+jbw9PPc2TRCP6fic32vDlj+aTVLqw+j3LhYhUYQt5QJfp73/NHJN98qD1Nz/sa7MKy/iyQEU7MQb50bDpbfDzOX5K3XkWoyMRNdzZYdvLsnf4nuf4zJ9+vuAtY5dc0fF/+I6Lz8yD3sXnWx7cS2/o4FvtonN49uXr+vPZ621ZBpukyFthN+XhqF3IKNNxU67pxmsHhQAo6J+oKqaB1bz9ahUmzFZGL8TAIsehfbLM/3CxxffGdcVCcH+iwr909n5SZ//kg7fP064TqHe11c23QXbJi2m78A/hDl6eXUBbyxKr5dfcJpMf/xL3tOP3w0++9eT2dUzntGoigNirQtMNTxz3r7586hjgk3fGu2Hx+Yb0hhq9WGjTLZql3zo6CVl1ZRiuDn729s14uVO8P1Bpows8MitfK99GTRe2d13vOt3G0ii7hBLNeTxMtGATTLR65f5JJc6gxtQAgc4P2W0FhCVrmGECtBHMNvSawa5lmUC0o6ZjJDxhj56c3B/3zjR19TI7v5HhiVrETAvyzbQ88vTtCl4lan8kmjR9moiBpQ0c9xZk9nyzminlg9EQ1OegTtQ/fMD+H0vtbzzZDVP62/vgT/7CLQjoKsdKbhuCHDtEcEukGCMjRkh1CUDy6ekGMjuPmIe1CvFccB8yDRhHCCc5c/c8ieX5WgjbQ8AcPRr99t++N7l47Wdzr1x/dYuXK3xwB3gekLTcLuX+jmewfFpAPVSWFD0Le0h7e1unBrhrbn1PZ0BqSOoIKqTbFpBYFhVzHSQgllxBpf5KlE20tj06VOynMcxoq4biGX/c1k/nUet1GlAJbuc9UStWWhLXr7dBTUzL1feOVNciTv5RBctVjm+XLK5RvM5qwjNAmSCk0ou6Rvrf+viYeo4FFC9qE1osMiYrMbxD7LZGmfzpi9vDZel94gUXy+uZVAcBuWJu2iwjYx2lgxN8m9WtbSOzdWsPfPkqsZHccbTVm6m7P/IMo38yMHZa69NZbx8B7lQF5E1CWdPkuOEmMg0gVMb4zVk9Grcog1c39cHYmDVc56S/q1dRXldC2G4p6frpVDf09vE4utlIWUufgxObXVj62sDKMXDx4Ne6BWmmUxydbrYCr14v6oWUO3fzrtc/QbrGjb4qgMwZdMuiEWyxYqOuYQJjEamTjy23Wu91dj/57mNLNN1P9Fe/WHcj3Qy7Rx/f588mgugnnfAnLz8bBb15kpy9iGqrot1oCa3JZWq35TuBnhL/1TX9pQKdbZZSta2bg+Pe3kg3Dltfb8DNH8Z0VnGndPeaBVTXM8NivlbxoWF9SVT3wGD7olzpijeHe1a0ipQn9Figxmn1fDpt1Ft5epW+BfF3Dne6mbfzwTj+8uvcdOHIRp90QGQtz7eloYF0VtZYr2xhIrWnNF0PhzoClofly8+Xd4fW15+/IZ6Tds3u4f7II68n25JnCLYtQrbWjfZJPv+q9b2W+jMw8f7j+LOOFjYGcriJq7NuZ5EaZRmWbxxfVQI61UhpPpu+Xd59Z3T86OSwZSAXfvlFRvqE0XQWi7ANrU3WZIWe+aHXlp46m8/KmJTYG3eDdpXc5JRJ++w6WzdlBuhsudkN/W/fkRStv0jTs0X+QSj37lhLVV1NVy2vq0vmEq5TNX548vrr4v73wHlWewXEt1DNFM9hD6juJ8Yf/SmNdd36GFQh7Bc8L/Aq4lmNd22jpcDtWWkMcCzA85lE3MSeH3aKfssoqLi4LCWU0ALbkm5zPMic68sId1HsgwTwZdr0XLWdgIEk+sSc5qIvq/laZbdYe1n93uNycFU+6TububQirIAtCYNVvSiU1jCgKW20t4oiKaujNt4mQAPIgGDDm5GaBoi1sMwZLpmyokKG7c5Rv+jxdKrqHP3sh3E8yUIIxwPltqWwxCrBRUGwBr1j8nKWhxIACQhCCIm2hggl0ndzmf9y3Xgb5lrYhspxpGPKtBAlFdC1CVaCAQKlRFICqJQiYd1c/Nsr0gSna3ZwrIpm7TT2ZSOD1xta4p5W8DOGXGu2IY963s5ALWnm3QHtXoiutOVFKeZMVlXMGgVJziod0AaUGcOwBORsUp0ujzVaEV1gHUoAKxoTOF1sHM3u69UH71v2jtV00c5ZHO7wn0zS7LoyeqiJpgbdLOeqJXGeVQqVb680uxb9riF07/Bx+NNXy+zi9DeDntuCJ3vaZLFaLteC1kJU0iJm0AIZE0AAIK/naaujlXnW6vd5aDacGdj2obPiHCtg2vZmm8d5YviQmk6y2LgNQ33DNnU3d9zrSAghBYdQLM/OyTsGrgCqKci6UrUKEYLC8W1MolXfai6TZGWAOBe65LRFGslcLuc11gOZVcvFTfb3/s7HyTSJlzxwWwfHflXUyXJeinzgNbTWrzbZMl4oAA6/++AdVdxeVWA2b/es8EGAK83d6JsV2tc6P6OLpYijYn1wt5vo/s1V07fqea7/9vfvyLX5aTIbTpqS+tm0ORyNKr1KcrhzgLs97eYlkFNnPAqjbeTyeLGk97rDcqqnr7c97JuvIlFDhnzKjPqz5/a7H7e/tSMvisl1pGnJJi0ympKdYPMyxZ5nh6iJo/mn0t5B2/Mrw9LToTW4G65mW0eXmyZGpjl+PNx3SFLJzRwJy7Xa5jOrvn8Uv3pzYeyWF+66/V6+SFYqbPIKzwl8xiTUeJeUIlS65yLDOhy+gaq46YSiTGrI52azhmJ4RG5fpgahO6F1dVk2Umqa5MvVgAin49xs2cVN0TreOeyZ2uuXG78Zdtp1oiOKxh6090BnaIx7CDVV1TfytRWJ+GZWYSIbh0i9kElTUNO3NNDxhxSfXU6OnY1dNywFyRKSVN3ZwdeLzppNrf1B+tMb8rs43gpALFwInpbsSE1z4lC9u24EeBvDOQOG7zkfHLn9oSMQ+/TTSV7LaSbv9uHeXXgdszhtiIPs0LqoJBPthDXrrB4ho3mDN6noB6AKALbExUVUp0JAtWy46loKMAQaQhu6pY9bgBFQ5Yoy2rGJqeEol8qEUsq+Zs9juVX1gSY1CVxkRqrJa3VvP9y52/9qM4ND0UpFtZ4EOHYJfL1RqVTrLbjb19scJ4K/OKdP3kGTayErqCiEGnQ5Uw4zTI81htQYE/K24AYHRgNcm7VDzTY1qVTFIIAAYwQVhFgBqciqDspSrWslTEMoOdsk1xTltveyQCkHWaQbwu0f7o4etgzb+qjJCSK3x2H+JibbOtCNmHNYK7PSAaeIAKGAkiZviCAaL1LSNd6uazyNgjCwuYFz09vHzjiDCkR189MX3LwC6BIdDPopKJpcKpRGqnHh1khKK/Nis4hd0mdy8ab49qN+BupBSGrBfu2vH+g3xepswQ9kDGTPbnYe9AslwCqnDM5mm1VaUU73uu7x4+H0dc01ratblrJoizS3tRsY6zTtjIMvvy5okR0cW7PTaLcXrFO9afROQUyKtjWIkVAgByBTSq6uAF9VQAEOQMj0ALBIRiZwOOh8+Wy9/6gtbHtD43bIdVGGUb0undllhmzdH1kDIyvHxq++OD2+0xGAP/35/OGT3csyfWfP/vwnK+PR7vWXL8cPW9/7jXd/9sWL3953/ut/dTky5V1d6AjFk5mrA0iJbesiLHZ+83grFfm3v0wmcdpsxv0ARxvA7D/5d6/NeMt2Oz/49sn03/7quyOzN0leGJphFuERvkEFlP67W2OktD8/T0/eMecvl9/6++N/9vnt4d0ADFB0fc4kD9bIehCAh+z6h2/NH7zXtDv9E608fxldRI6wQU6tJ8diOb95yUcfjJ7sg1czPgxk3XXvfrSfPb9db8tUQs0x+xpO1vJ5D+9943DxdPvqunhbpff+8QgVU/1u9cY8zzq8t8mwqi4ocC1khP1g5ZR/GYd1ySYoTQEql1VZ0H0C11p/5B6/H1y9qVmEE86N3DF3wz9c1keJ0kOeKJ0m8+C+Xe+6PsVzuSFVSqPmQNXXfr+0DcyNV5OkjrZbmRzEAK78By4vkVKoOhlzfaNut1zzkKfhynf5vOGRzpDYVnyn1G3QWiRTNgMyRof3rJ+Bxis1BFCBTOs/JvKGNza4z8u5j92Rv9kAUGvoHbfm2+lNGrYT0/S0hpX2sFiw8RHpWLic4d19++jQUZCmTEVU+Uu1G8qFZhpQa2i9Zk2vhd7UZlGCktYTCV2tgTqwDU2DyGCQWCiD2qggqOSBI+cb4NjagyGp6uhfJ2bC+T4UD4+CP71M9kLznuMvcghpaVq+zkMENH2wrrN0cQ3ut/dex5ODHWN3u45jZPT6XORP1wWv1PPbCimDKNE1wexcQFPTTAUbCWxMhWRQ9o0qq+DAD7KChp4EGC5KVkocR6ymcr+jmRAaGkFKYCghAAADkr8pzxf1QM+YD19va902WGOihEkNju+PdOb0jkfSwAzpROHzRAuitJ5et/uhNQxXDMqGA2FQBAVmmsTA4Aamts5kSqVS2NDEYQe4LcIhjoDm4BSxclZsKmAceB//Wou65gr11aL5CJSPP9T+F/+3H+Md68tKHuAsvLmtY31HA+ltGQJ+/wH8s6/ZGGAvqqVecQ/3AtSGlcXAJs+5UoJBLOqsZu22AUZ9laTFppiv6r6noSO/iQq44zdXW1s3Tjud7RevKG2pLDm+D2eLaPdw59VNqgnUdi26Qn7f6p6Yh997sPyXX+tLQbsPd/aXurtc/pjWNUhprDCAm1IMO8BGrcd3KfbyOLovda1cJyKONK6sqve4xW6yvV63XgCLQW/H2k4XZujuB8n1FXdIfXZK+g86WHH/4Lgbmi2X7R7u5VPmGGSR1TlD9qb0HIwRckyBSeke24svXwRUd3vIh6Pnr7en65Udgu7JzvwqP3hv4NTwV1/P4Zh81fBfPwjDdN4eZUnIiYDJbM0bvZhVmm/HlVY35OXzDEBpa2WTf3kzO5M+yebGpcvfezBc/fsvtAamkzRbyZxr7nBo3kXrqyxwGv9OUO91Vtt5rKTphmYg63h7+gef4kq4LcfVFC02K4qVYcO19jzmD+4Ff3l1NX7/jvUqXdFGWcVsmVohYDNj24w+6Cd/9ulm3QvDWNyDXiB04oYddxew0jFXdN7TkfHAV88ukw5kjkIZbGjL3q7pIaCuW6QLzokPdbvjG0RZ4onTbuPZs+Kruv2L7LtTUpny5rf66AefqF+ed6KmO3Yksoo/iZmU0TovX6y0X9vp7OHsYkVeq1JUhdGxj3tq/uLFYa9VvbkKDbpIGLpVmt+azcuPA/ZTEUHg+M8o5sL0kUfkaiaBreBA0ZgMqJW9rF5F6f0Pw2wTpyLTfRy2LK6QuKSIODu7wjRhvDGwF45p8mnKOm3/23fC6WXqmeiXzD1QeXnYf36adlXP0bHNos0a/I2PDN+S1zlRBkVAQWSoXs/fbtB1PrRITuR1TD3L/nt7+utIJCD7xVV2z+l/EeVUW/gW/lVF7gNIpNnW7Olksh8QmYPtsqcnxen5xaKV+64g24jXXCm4Pwa+jXhFb1aaputnSeNBWWUy0BVrZMuDRQQMW8a6awZ6ZRBX0oxXDzxzU3GqeOgYipCqQRqABEgIIQRAKkVkhgG2WKCqbOu4tnAs39J7D3d9S6/GPa0xCiRQVuM6W1CTJFikskHC1wDa1XPAUWAimHtGU0aaUtgKMY+2mpR5u+3KqqCE6E1Rs7TiUomCMgzdDjr5xmNPB/lNA7RV+c3jUtXoB2Zj39/9v7o7l+VbubKcMSnWiyqvl8uT8/X8QTv8Oi1CW1xfLPGw3dlGbguUgJoMPXp3/5aay1VeCLVRRPl1mmr5MtfLnPuh3wFqXnkVkEag1jJbk+FhP//JVX845pAGY2+R1uvcMHsDvKlau2aeNo7V1T22OVyTYfKb97IXS5RfvSxeiYVLNRcYDgBYuO0TZupDy3f7gSdFY7GqFiS3gA4TjSOT4k2kKaMSABuaWuMmYXpLctXk6yx4b5d9eX7Y6Z5f1OFILE9v3rvXWxjtriqXNXjvb50MngB9kr15ExVqmSJJt3CDG8MSlz/djr8BzB1STeH+o1FcJZrD4npzdbnuAic5EzsffvDmq8YcdqZa8d/f0oHAhw7GjXbPEM8dRJ1mPZ2YXkdbrO2mokiQqkiXukfMm0m6BUxoXLHuat3LtHG+FvDJeNBVwZmMi8Sk+Y4pNzH2Wsb8s8ud392XN2nQDtve2iiJe3IYXV81NbsqlVZDHCiDx4CGSomC1IAb+mpp9XzdGBR2EGeLq3McuK2bU/GrnwMLOuiv37M6PW0L7v1BXit7tk7ntBKONnTRUZ+sFLKQiCggRBmNrCBXQJAsLguCvP7yfPvRex3dbJCtg8P2gMDFbRJm3YwOVHXa0dVRn7tsHQm4Sby/eS/Qj9hOxv79Z5wgZtfk68uc6QJq2t7QnU7KvGiKkQdtqQu1LCBPkJYYQQeeL+IPR966q7anhWa1Q5UNAVq9lZMUqBAWFWar6r2+mOZUbIs2cb7VCoEF/vRV3g39dSELvdESmjDdrqmUFl3XICfbeT5uI8bA02vgEteWmWahhwPlnigs6sPO/mJpzxsO9mLo8wzh7G1p69ijpdlqYyidad3R4GWDTcrvOGBj9WarrcSkkdqHQ+eCA6sUCUNE8ncdF/KtDZopceZ7La48o6A7fM0T+bf+J5282QjWaAU/zcD2NSghGvZliEBRKcPlXQdnJdBcggAnXDWF6tlgXaiWRedL0bOB67u0AC1DKGQighRARaWIDqEACCgIlQQKAUAUN458UVGoBS3shcS39z/ZAW1/eVM2kyIwAGNlXlKlqCXbbCOWpRzu2SePR3pU7HRbuUZzUjsqMUWh9c3t+SboO7o38G6KRMeigTpriCBGJbGFP/prPrd2zZm0CI02YqdLNjerm7fLe4lRlzb8txff/vbDv91+IPYOLs9+tXj6U7nOW25jfHjwrYedgjMM8deX5TDTIkAkEvoBT/OaNklOvWHL3lo4myfyekt7R3fed69ZiH8ZoW3tnHhXTA2EsbgQ3/idk+mm3gSd/XfNy1++Hg7U9oo8vt99/ezM2TNrgXXbsCCTuCiu58Hz6OWfg92O7HxvVz2rZm9ubkvw/tgrj56ACa0SoISc//hi7UK4w3LDVTAI8Jgypcybvft2V9LzZ/pskZ1ocMkrae5UWGgCb34xEab++rqUWiEzVrZ1MAJf/lefvfNJf141w9dh9Vwb/OaHO2EG2zGk2VHfex16T/+ff/LoA80vq59QITqWfacDP29qw1ArSWJuH3Rulgt+dpYtim5/JyfVcOQK3f30q6/vZUwfdX/v2P7VcvViseghZ7baGDiMqT0L7E6z/4W5Oy9v9saG/2S3u2DMTX7tn36Lzs35n3123pRuzcZH3Yhh7a7hnhdlX4Uj9bCEz4l1ZOX5Nh9IvbpaBz6enuddXSstV8+qgku3Wy6jzFo3jw5bfgh3iXv2pq4c+0XZC0jrxWzInUbVC/6P73soya5Jfqvbb4AoTUPf+maehejRPeE2zUKCN7fkw7GOXItfTk9XRlxXjx92iip4/Xxyd1wCgfAWyCi+vInvvN8fD6oPR/mzL13cOJriv3i5dQl9uaULEP/ZsveemW+Q+/Fd+OJSqwuJWmq2ysaQy4WIM+b0SEGqYe0tbqKqQi9wMC+3d9vmqAguOXvQMui24l79MJTXUMwz4LaN5Yzqhjh+1/3Vf5N9aLlPHnZ/tlJ/+JXXJE2hFOjXh7D0FcwFuZoUuwjmBYCBmaN6imjYDYnnTG27RXTI6ttPz9vHPfOiHs5ot2kcy/9aDSIH16kJTIv4l9jnFIjAmYfCOuxIkKpxo0HU/xDcitnF6xb+eSQ9F8OarTbVE6ClqvPugfzq8tYA+iBkgZ1m/A77zd+o3t6+/jf/+oPh3bM52TlAwYpPOFrcSIhAi8ibKzDdN/Y6dL4BeoB1jtu+PerZb75aWogLBBqAbYMtNuDhUfv5WXF/qLaVwNhpERBVwsdCw1BCCLkCAPwVlU16vmEZ6MCv6F4P93YypeUZa+KsZolw+TIXNK0NQ8dY0yu5rqrRhz2j5V1cVf0HXUOinAEsPRWx3kguplO3E0qpFVmDLdhpJIYyzzAEcBx6o6MWzortzZlEZFOXEKP5K9FBQHOrhFdfDcH5m9knx/3BOLzqmptr44L73/87vWcr8vgb++0PWuZpjieZeYo3V44l8pv1+vuobPUroOuOp7++1lTFcOgbvbuq1q7fxJRTbcdibnD5PNv7sOsMu91jkjfJxWr9+F7/i6eLoDV4u5AdR0bT0jUCzxb1qm4D1dol3KpctxX9ODpfg0UJ9ja3/t3j+//ZR9N/8fzqlqmnUQ0lF9zICpsUWTfc8+rDANG1O699RygjSmy/zIv60HH1JIkDgzuROdMooLJZGa2xrhXXU/rkrvPiS97e1a++mtx9x+10GpAkt29ehiPnxz95fdDn0Wvoe/rPtfH9MgPUfXxPe31BfQi2a/tchgW5jrJk8M4+/IuZEnFpCm+37uya6VdXx7vdxVndun/iGPGCcvkSTb7kv3xZ7tzvzW+yWom9tmu1tN8r2Ga+fDceHdz/D0ffX11fN9sh63+r8/Xl0nqm3H1c62NrGGbzyiqBqJNg3ErieO+Te+ezuh+YaVPEJkGKza+zY6iPBlZTUhuky5LZJlwtF2YLTaVaLJ1+JbsacnNq7e594zvvVdgF0nz4kffs2k22LnTacF0tty2iVT2w1sESmImsClTLpjIta2enxS4W2/ilHGPs7odHHfD2J7NgLMOwFKQJB4jHWgnEe8Fq+VWEas17xK7fXDu6MsxpolTZsWkDv7N/TFD27KqaV3EbqHHXIG37fDbxmCw13jsGnXNP5GnEi6FuhwGuy9heEVo019va5dbJJ/7Ln0RAAv+AXUX1rQJmR0s3UANQ2vr0F0oJ+1clt95Ox3d6iOdRQs3AK6vtSgPzCPmEX2zovfdJXcFAbTBlYCLwkHtWbsZlrtkgiy5uwYODahUTR4YMaFQTWqNpzbDv7QHKt12KjBueKDushrIyRxJngN04byX6dxnwETiwxYiDWFcvGno/AGe5d82Jt4q7QwSFnRp0JjXAh6MvqQ1oiZ2H2nx6zm3HLBG5LQTnoB2CwPLujPE2KWZrsCqBrwNL19frxuoOWFDJoCzixsUwZVrbA0kUWzbWJJBIuqQsBdaRwEACxaEAEAAB1F+xTKQ39DrHBoVaM2hlhYYxYhhFqwo0TdZwmYqwZWTLpiaWYxL2IEy7yFnT/p1hTpEDyj1URrRBfjvKVOj1cUJEVmS6BIhtU16Xyu74Ox2nY+B1UV7e0J0WTIWQW2Zp0IFFUXI6Fa7XWZne7neCAhh//KP5X55+Ie64fHSf73TtyeRQdva6QWS42zh1Bvj1JJk3Vx87rcPldrBfvT1ufnHVhGGA+Ta+jJSj+aHeGvens3X0dk32gtE73V3V267QvfvDFysZ3BftUnRs5lDr5jqr97wsLR+/f/j2xUtHlxgxAwl6Hm/PNa/xMUih0k2zVdvm5a+Y+FrnrFQ4aaSAREHTZ6MdaTcqnTzyFao3b83WaYM36CB4ZILJW3Sb6aDMsjIM8OTNxvABrppFtnV13nfMKo/6A5+gLKsbyvTyde21RZ5TXYPQ1GebvBs66a3cO9A/+6OXj/tlsaTnuA1DId+A+LTyRp12rXxN4L53fjZv79h5nD68d5QbZh75ARRymRn6iNzfSRWcRXl7sEPF+qFdfPW1MA960+VaLWtz5V2zn3nWTfF6Vh08rNjwq2cqxLyzOwCWPZRK3Mi9nlkHmpYwjUPNoqHkRZE1oY/Tsk8wtNDgsHX1LG+GBnEAqDOMZcOVAfH2ognvklLPI2Ge3dI7jsHjbXQbwVFvvCtF3JI1bX5+tb37vpVjf00bklV2WTmI5rmBMO0Nyou85PpZtHpwAluuXq3y7PomuaqhYUxmq7Zi93ukTBbb1EZCytuq39ZvCuvHz4srtZW6dJAqsKkXtgTZd47znizO1var85WyVLK0OqHVPQzry+RsI9RNQvyWygAQ/HZSRJUsdF8ZhjGQjgPRBN5sJbd0yJoMg6oAQa9f5GtsCsQto23Dlg5GXGxZAeDZVTHaJWiHSJa1CL5e8SSqCQDf3iObmDtIesh8ngClcQ0yARxvzbgnt1tT4LJq6rLmotDa9s3aMVDOT/R2OwJx475uBa3DyNTzHVO2GyUxKCWoacWX6r1B27vLimlpWjxpRNvhT1MWePGdsuRWWWCBtZwAspgo06QPwcW3w6tfGMl0BY5OdpIrILEWaryxwHUO9oZ6WbFXM9U2kGNoUjbQEBxUq8lcgziisGVprOJNxluhttzUgQfXXAdUQsIlVxoGSCoAFIZQAiCkUkApqEhwNIwe9LaqxzZJGSXJKndbBIVOXaNygYZtfPn1Muy1MZBRTYkTlrXmP269nlahZxZQWibe8UR2nQi35WIDsxTbGlLR5mopUPfg8Aga2NLpTVpDE7Q6Nq22SnBTY2kjQqvBHedwR0yuIpGq0uvzbfVeX/+wM/pFELy5pbrpD4xZtRWXL8rzvplaBgnj+qgo3hh7d49yaY0ewmdXNqK2XxWGifCeNXEMrazWa0r6ruXCxUUBbBB1O/64m26q5S8Vd3qf1uvue4Pmh6tvH3jTJHIICTax5Hn3Ppdx8/ysGTvg9KyCSjcttD/yGuyv/jJ+Sm9sCPDAqqKNRVwdmq37w09+6/2vnp4V8+XrpczzhY/yvga3yC65dRu0Q6l0WuO6ppVaZ+rRXvc6iffuRdlt0zVaTy/zOyP5ekU1aHy0W7zcQBpVpDeeRDH2jcMD64u322/94OHP/v2Pxk4KsZylruVzfQj0qcq/nt/5rf3nv4h+8Wz5yO8He+9IGNFXdUWM2wkrj42Th85kA05OjqTdNQoVsURV3haOnj371waXK01zl9NnheU+OaF6+MWb2++gfGEDK9P0bhfhXNYRKzx/BLzHId/mgwaro0OQ0/Nt3tCViQviDlqro/f6vZVbbmXx4TfBn32+WLMCLMsWkXlBN4C5UJ8+3QjfXleFIh2aG57Y3jsm66YqV7jIGHZxtUxHcmYY4bimub9Y8aiJ5pGg779DzlYxSZTlyxbiooGvv1ybxBuOgGF5L9cVAdxo66/P2PGu2HV1VQGrC/6Hz9IPx83+UP9GX/3+3x7gn/PP/yzNbs3fCHBzeX39wBY6+URDz9OmZRWTbeN3jXsBsw2xSoFn5MudO4eBN360dxsnGDIwLa/fROvLyCHImmABoWnIY0zROFgUOuI4MF2bi2SLFhczsOM4xzu0mLumwzqq3tRjx7rJwYNjyA/6rRn+yc+vsIm+N8yzdU4ZdsqmRpJBi3HE04XUkRmqldBmK/yBybdU1lFWzfIDUbY1elV3dz4+KohcltO3a3FMGhnCVxF3/OqBF/zO9/R/+afnuqHrleho6mqlRi5oikrYSiAlEUDSWM/lHKSQzodUG+eL33rXVZ45OEKs5n9+1ry9BGlFiGX8xWdRtyPHQ1An6G8+0W8l+fKcWTpEeQ4kykvEWBM6QGtAVAjf0DPKbQgNAishJeMNAwaCmCClIIJASSgBUFDC//yf/p9Zx11W84InhOMIITVtUkolSlrQuF3CcI9gbhcCuu3A7bc9z7CqjeIQaxqu/NEnJ970ypYVgSLPpaqzKknKVSFwxzxoS1kbPs+Ytl7GkNfazdaQTU0IRsQq068Xcs/mPlmN7+0FjrWJnaClBNNMlW7efbQdOMYL+fb//bluD/WW+ZL0a3VRrl4kaUx5/b0Pg/db2kaAK70vcgulaQGT5ZrifmtE5M2kvL3ahqMW6PVMpAW9nm+gF+ezEa5noMOyphB1tVqOWiloakM6tDLOp/OjA1zMJhpGvzEUL5bgZxfiyUlny4ho7zWFGV/GHV7coitTB1J53d0HFfJIpbbV6r3HRjiwgpPQjguXrrMZvbCG0Y6hRHSQrZ16i/KaaMb6BtC01vugjBjpOedX6cf97oaZnqpuEnl0NyAaAQLVFYWBCQve++uD9MtCxSr06izaxLXt72jmwNl+KZ+/kY4f7B+Dl19vO1x/FU8rXIydwB581B0cEwuFOu3f3ZedwfTlupgvSoOvZnWlVqS6bpIKk36fNE3GlRW8PTzE9CZwRGN0NHI/qBy507w7Ju3ursILuxIVdg6k4aDqepLEYJafv9KAcbz3QGTdb39w78/e/vT86ivrchbc7QMA5ovJy5eNkCJX0EG8MfRNnUOdWEXR5sHgpNf1lfTHWVYyHQN3iwYczof5V9gxHS7XjeXIQeP0M1/jHb7dlksX7N9+kfX20Hnc7O7656u1Bf31TYIkbTt4P1CFqJIY3e0Qv19tcrD73iB6XRwb/JULizn60xcgrHb/kZ6tw6l6B8KyVS3pLaWbFfddI5JmxQygqoN7R+OdneDjR7PbtW36FRakzCGvxEP/zfXE7Lqz/+plNp87ojA8LBSRNk4m1e5J6/LVtPUbvn6nZTytrl4lJlLUPLagcjta78BbR7m8mWfYRB52SGPmIDud/eMP/Z+dwsxoOrjGNkS1p3PptOgaY57ol3PzH32Tw6LZmjrLyhPGQ4wuzG7ndx6uz+eXCRuE4INhpecLhqy9LdRKR6vTKi/rRmyEvL4FDer8QZz/g2H4f5nTFOtKS4lkjAKCrf/tt+5/EvJodtHbxbjDNhX+i3mlOGtiFezYLUwu5/WLbaNBVJXmLqYDR74qHE6M2TLpWRCZ3qpULat0cBNqBAhgEm6blmIMQKUhENh6UTKMiA6hVIgJwZRUQBLbzeJFoXRBmV7X2CSUhUAuqnKVp8WGar68lb6hwv1Od+yhmqtM1XGaBaE1nfrvhtOfXJ48aKmwBSZzWJa6adYs97wQOWbFS8O1Zut6dRtbARhUm0mx3T/YTeapI5Ot0PoGHBpyoJN4Hc+X3AfiJgdp0NoNZTY/Z1ZgE+Y0sX5911QPh7vH8/s7+G+133swLZ++3amq1lYqYS2oqmPWZNyEjaE3y7hQjdYxSLzTAhqhJRy1SNC2Z2exsvzrRDGZtF1NRAr3OjETOmS6gFmRHnQ9p2iIGU6vst69cNDz7hlwuykNj8xWcdMw0bYk8vQokAgSC0TTcyPQixruDFuwcWh71/neqPXzF9rzQjlVbwL2tBbrBlFVOYDpOiiSjaWZ+k692Cg3BHDJW7ZMcVHgeluR8NiJy8VWNz3htTWA8ubkwIs/W9SXzd4eUNWqm6qh1WZysLMSr4umqSxnnceTjlRywwsGx+ZYtt8f3t8fkkTGMyZI2+h23z49ywq2Ci11M6sDwYtmfaUFwFHrSYxc4fEBLfd+tUwl43u78J41sGuN5ibSOrpr6pTmKRHmoU8G2Br0rfPLeVNnZmQ8eX94fwdGafPqRz9vklsZL5ft/c9/ZA3MzNs1Q5QxaDeZFpsrBOCRZ9gG9p/skCmFnC8jRdLUkvliVdRFaYfpO3+tZf2OVV1eqq7OAGeOKakRFhYDvJ0tFIj8rsc4rZLslBAHKFPwvEjun+AWpXmhNVLfPyaT21J1tcs5s9RyHXRRzsE6f3esvfKtLVZlLGIA3K0qWJwLXOfc66JN2oSeeXL/xDsObOdkQ7R0tiQ63eQClFQWeC2xNV+zyD7oOvb3/lYB0/liW20v5Gqlbq4e7pjZ7fRBD2ze8uyzTZOH6PGOBVmze9xpGeKLN1dfXTumFCMSZo1c5YCBFWM1UE/n/NET5/nMrfMJz6XBYmLB3Q9D21c/++/iwNEmDet4RHlq6lnTL5sPbarJBf0j2TO75yud3MPxmOieyHMNB4HT1Y3Xke7gopYgBb0c3+DmPwD8b6blFUCrAKiofonAOwH4+yeBb9xyQ3tO5SIGJ536Irc6HL68RJ4vk7TEyCkKTQlc5NLStIpX5wVCyJrNa+hqDVGeIR/tBnQpi0KlsnE4UA5YJGXfw0opgFCa11xhwXlg6kpJroCQSgJFKqtYrkWgdK2scwfVmcA6t1r2dlpEV/Oqxf5/LP1Hj2zrgliJfW57Gz4iI/3Jk8ddf5+39eqxumhEK4KUIdEQ1NKgAQGaqAc90A/gQIAmjR6q1TIEG002WWQVi6xXXc/dZ64//pz0meEj9o7t3ec0oP7EAtZkraPjnd7jvtCMpqhUA22LWoe8ONuSB17y9XN390mKSJ1AlGl+mwcXS2hblWpYtjLq288utiVlrhP1ebPNgd7rqaxispGcVUxZvp1lPYO879QFgyINKdR14At9VZSNL9h80e2iBx/Tp/9aoFpcf+u9K5c+Olh9/Ic6Gq82/6GSBVTC2C6bczQmmuPyplsLoSkyMdcS1smi7jgtXe0ed9eLMq4aheWyCLmqwW1tJqrq4GXlGIaSRrTTYlbOahe7hQSn/Ve8vd3iNAwbhlYxiKI5kM2wu9frGHvvfXz2bJqwQGvq7TrzOoYhdll/bCBn/vOAL5hbmeu4OhzKYbnIovHbQpek1TSs72gJU6Oqer8HXi1BCwqwgaqT+wAYBKYJTwzTK+tBryV5Djl8m1FlRg53hJRbURVscE8b7HLnUAmDbn53r8ju+LQoZwN374p4ew7s7eFurchFdr0utQYefmP/+tUix1Lu69brGe+QLEk9VsZbQE66+fr8pz3reR1OS1Gh45O+gUwb5gVma5NRPTfqSsiAR29n+genHdvGpXXzqtq3SGdRlcAvIq9SiwNffZMmbQxn3SOWjBe71YTV6tPt39pzzy+nrjduwqJIA9UdHY+HYeH0jlv5ogBZKupqu27KmjJaLEPH/MVEHVrmR0eObPqkgWUNCBECbiPcdYxiV+V3IrzJrTaAtB4e2uVZIgHYxgy7VqI090bo60/S03dAFvCdHSC2Ekfr8wC88y78/VOqzgvHNl6pjd8FqwAwA6g6cQQNYmkQhe/sZ17b6XYWi0UThkDVNtyuq0VvwNaJ65+YJIeXi6JRnM3zL3zH8YUjtPvk5HH1JE6e/rlGkGZLXTf9npMWKr++DesSvpqWh90ijboPh5NLrJ2XAzO7avv4Kqw0LBE6S9E7pLqd8xYFSAOmA4SF91r4OsffHYGdj1rJJH8TFEOaVqn+NqHWQLEFGxs1mi7GfOgyVswz7IHri+roaHBZKqYyGkTzxjVYE++fuC/eun9n0A7X8QPd6EbbB331nx4r3Z28o2QbwX7JWkcP7ddh+R+eSyBTW4ED37xZFrqjbEO8WTbEFESSfQ9CXft02vAiHbXRImFhQ3nG51v6/mGXI61nx3eLWqPAcxAtBdAJZIxK2LKApqM8Z4wBziWXQkpJGISZR0gu7zBWs9xS1XUBZJ45BvFPumum7A5amsS8EZwWk4DaKslyod0byHQTQ6OtFGERdA1f67XipmlabZ2WSttrXPSb300ak7RUKDX7Zk6JXnVMfn2WAVAtwlxvwZ7KTvfQ51eho5CjHoamKDZpxbB6rGpMTvXqSsHIERfi7AfDHNxuNh83XzuTSTj/uw2dZ87MwKydYYagMLa1UeeGViUsr2jGOM9NCzrHlqtal28TU0OEMLXa1rXe1dqKbegHoNlmx67GWa66nJQEq9TqpKIZtStC9e56s9pWXJq4LBngsUEMV4PeN213z8pfJixItqzUkE4RkZzMVkkWpaZsNkl59Phk/JFurSciXMP53Y5hzqRhWnZalBLmvZ4ZRfkRA5sKPtlT1pxCJLmUQJNGgkZDYwDCeV1+0GeffV2Mxi1DirJitHeo3Dv4vH5ciOOv4ov35FfH3Q0ri89TPjyFfDt694mn+ni9dG+/TlxoqR99qD06xHZiz6LF9XzBaXazhm1lvTbtPWn0yZh8/3989i99aIxPH7Udz28ZAmqVI0h4R9M6tceTZ9uOYlgH9w8Ohvc7ZLsiIunRZtZqfEekgANDksU8sYPpV5vl6x6JJykDa2EKRINpNdTV+LxKDxy2cvy3c17fNWMtL3OddPq6jotVtcJNJMMG5F1FzlXnFLvGLR56HXcgw2bNQc5l3dujldXmavnA334+STWAgQauryKQ544CHu/g87tKIFY5ZqvjO1n9+W1JCHnURU1L4K3QQrFYAjrWiiWxWrhngv4UlJpY2HJagYQCa9c+3t9Tsfr6ZViARKREIhZdRt5ICk03qtXqDKaGM9qhU3adjw0rXDmn2uLZqqftXFyWre/8wLn5er+/vrihpTOnYUX2kPKur869qi7UsVK9XQ1M3wHmNgVukeZYRTTnqiyluKOgQWBmY1KxoQlMzPI3m+QadEeOviB1u2eEt5++kInSABVUqOoeg0+30XmAjhn4XqGUeU5SPVljaFUJQ7XaR+8cbK4njx+S339R7bTg6p6n/thWpuuPKXo9rY895yug53lrR5t/+fvNzpGabTO3j5uFfHsrH/UpZ3i+xPG6PB0p7zxkkwW/uykzAVSCGGbLmJS1aOlYYNHx9e5ur6trk4vg/vD25YKSkO5aAAkBINA0FFNQFRIKqHIBueRQCikICnKrJkohh6hJME/iyjag11ZSDadc9RTVsLQ8zrOSUkgVx4god/vmwAXTKR7s7eieAetkfbM43T+45QgYruOYiSIWl7eLcvNwb3TzYrPTFzbGSpIIgRWr0Rkw2+Q2rPod+9NnAT7C/Z5ylqmNATzPMn0ssFDu8KjfvoTF+Tqds1dn2sw7ONvtWkG8Ws30p2vLkGrVA5U2bKV1N5YWNprKJlpH/mbiWsFVRW9nUd8GqRfbdjvLEY+LsgTQd3sHvkW87XrTMkhTlhSromqqRq91R2USABxVkpXZze3a0MQyTBUVQgAGnjdfV+iqvHt7ljeZ5mEtt3SE1QJURgajiCZFxhD58KPYPTV3rVuG7Ul4r02AyF0VwKoAuiGkpGFuSqA6QN+X6wkjNpSQ1G2F1Op4xHdd+fTFvDdmX5zz7olGjKaRmG50LPAsTF4X9fLpqz0n/B5efsyKCQLuHrp6iE5ctfMy+eKZzs3MPzzpnA4f7Q6f/n9ewYHxNtzYYdRqIWNX5Ncpg1Z/Tyez0vrRhw+MP3gXqMBX/Q2XOUOyyuKtct9ROzsbePIjImfbuv3Bey0EJ89mKBP7mtt07CJv1WViiILNYlKUkvPpYrIOwh+ap9qTwb95/nvGmAyWduUzfR4kQtTw2B/Ueb5YUF2x26qFXAU0a60K+LZ0DAJYqUd3uIPHvuc6WlQCqYgEwVEfAFLBWoh19XZW+SXq7nWfX4qdNn81kY6lxRmrudx39JtXdJZU3cfag6EKVCjy2kvAFoMYgjlAQ+EO9KbtI76BDpDzCOQp7EDn/iMvGj1anCXLAgKbVDBDACo883boOoOrZd8f2l1VBWG9TDTCuOJod1XhvFwii70NbnTYyS7wwj+av1JoMLHeYfwHCnsm1dDSX9yy945AAMJVMDoRIY9zH9hZqXCDEchrEZPmUhCNVqgxK5kiAxie+clNUQoQakgxHVXijmXAXklX4g/e0x46CkNZZMgNQ8jb3usepGsoLrkARp4mt7f0W4+9N3NWel1sa5d2fGKa1Z7y7J5R03XVGJPEIGKkacqfP11+Y1fp7cO7HPgFWC9AC8u0lJ9dc7Otm1UtTRIl5fO5Ct1WrfNkVVewhgIyIDxfZwK2Ws7+nl+somWCG8E+PrCydbTSiVQ5FQAimDeQS4QRAFwILiAAXEouAcE6EFQwmzQFwUA11TrI03WcuTrRbKfBuMiDsoFSxV7LKCNOqLAdevF0NRobLQfinK4WZauvpoF8x7XwkZbQ5OLTGTLpu9/dK14nPsHFcqsjUxI9z4tNVY0ImbwNnL2W3tfblufsOVevM2PXcV2yCJm6zjSMkqILY81oif3xWnm06n6gWF7BCtNdaclrsyJ+FaUEJLxGVZabRcFpKQrz8AhVvr1gCSjZSFPUosnzdVbm3EYWVFSK7xsRvJrEWuuw7VzF2ICQAJpibvoIBLmVA2moeVZULCU6mixCVdEbqDz8wx5YMf+ymH2yzpqZ6ZjEHT/6o4OXX11DgRcRBfVUp6p3bwR8jPPg6tdBnMND87A6Yiy6RRXDQFU5Kxqkt/1GRtFdpRSgo4kUAOT5SYE/tBvXqp99Xe/tmnXOua5yDFIK8SbCBcj6gaUujreh1tv5Lkq7QfFViN5A2W0rvVbbnJovPiGBZw5PejpxFmHt7cTlu608y4CoiFvHEVnfcgODnROJhwO3WaAGHR4/ufz8qjWPlsTBdqOgMun0v/WDJ9aSO5e1wdAHHfNwl4Tzaj6lvTAH8Hx3lApPDTUgeJMG0chTF6De8ztv1vWflefWz5ufmJoJNCHdFeSQwkKxiobbPLWPfLfjt3YGpqalgihKr0NrsS0xqla1LjU2b+T2ajNqZ4fjVjdTTQ0jo2ScirRM4xwT1B1o7rFihlsAuNtWhGzWQnLgOAo72dc+4mADshTx1+fgyAfbNbiHAC0BlmB5l5yOBgrxOTcQyQ9VduJ4cWewNFvJhNzEqWqU8ZIKnVrEpaVyl1DdSOA0Sm5s4+OTsqy5Rkg8rzKDWd42wTQJDLXxleYKaNVafjh+GIJCWazCrqjPuR1Vs63UruKxKUqAdOmWi7ui4dzAKq0V363zbcuz64k16ih7BjOn9cB3p7kX1YXGU1zgnNIKIyaskzE4auW+7QLTBRU5SqK/+203a6SOjRebvMzFjlK/KeiiRNU6WMyr/hP3lVAnHnp3z53x5vrX87GCmGeffqC8XOb9GTJBPYublk4uXhQf3teTWN4s6KOu8nQN75PqG0/gZ1fiLFHuYk+ECosYZARCJoD0VZUTRdsxoKJNJglJYkP1SC1WdfZEZyKHQoFI8pICCVUCIGVcQVBwAKXkEggAyDrNdU0FFSVEUqbYjprWpN/yL9/OknwFLMfsqLrrKIqRrROWS9b2Znf1Xr9l9jy9a9w+W9GStU99x3DWzTZfbpaL7WJaTS6mH38f3Zwtjt53N+dAtWAZSVHzPmSzdX36jW5dNnkcdC14c5uI9gARendXmjZReDG5rEetg51+J4di729B64HUUq4hHYakv4SdWV5wZHaBIVvhlslNvUYSR2FHCYZr+ZfP5UwwCmkXGjjibRsTCyQwuT5bRSlXX8rBQ7d7yGdngXO4Q8qkZo2vqduAuQohUFnRGuv19jbElLbdmjYMUKuFhri80bWyLHIBmm5pCJ1enGfusFWGYb0KhKKZQ191Sy24ykw3Lqrpy/zoj++VvsFYApWUAa6GatvWRFbXQd32EGNi7ShHHQsPa/eqUG/lMwi8HTANc0OYtq7nayAzxjDzPpb+HyjPz7Pi/1AcDlL4fwnSUvm3ohehqM92lWfD+AWHoPA+HNR2lCbw479xunwb3/0uVTqbrkWuNphHlWf4uMi0HKm3unXyGCTLv/m9wdMnevfF9SeTeh7OpG09+dHp28A9CgOisbLlHLZ09PTMi+u+EDRfto6tJr3T9Vo/rmdBkzVsRyiTwvnDR/ch3/xsW57o+Afi2Xiw/XdlvWFkBPnKgCLHc1MZe87xzl6jkvV8JiRuOSZkytEHJ7pRic9mdRoBBomfOeZuLY2t7RCxRk3UNHVY0ULUuJFqHy7y5qMT+btn9fUteOjq/UF1l6WvVnCxLHW/teeRKBJdSL71UP+Pv07vq+AGm2mj/713x0VbYKHmqvvbVzmvSp8Que86gu6jIuAlXRcKKiiixTyWbQa2kXDuD753UHUgCrFj8OW60fU2bEIjr7Pa1BtKOp1JHikkOIJsvZyDIWmHAB/ytgsGo/Twvvn5kq6kKLgTTJDVtU9PHJBvJm9oGaVSAFwoBjRlqr4Uc1uYxW+oM2bvQrJqlHQSbZXYMvSWbdy3LKRa1LVTQFqq2bejOM0k8e1l3q/TF5nkT/Z+cXstNHkT4yCUw1mo69giBPTb6wjiOm0EXq6gvd/lcvrrZdHyNECUV0H96LQdCtAhLFZo2wL/+UOx2HK0BgjpRaouZ6CCAZRNDyu9jtVrW7YNY1wCvukRgVyHAhkGW9IAVglvQFhOTZ9UhcA6wJIJARGCAEIAkRRcAAAkIAJK2zLrjFY1M20oqRzt2MEkdU47Hk8yo4+3NdHVrIRsS23X6dS41W11n4wXb+YvXs66Y6/dtvg0CNv94eNeexKXDEUH3aEuq0L4A2f9elMjVGabGsneUOYL1fO4g8B1nPXbalqoDTZsx1sWFdbzLM/jAo7u+zudMLy8s9witFC940pa4st4R9A6hxCP7e/vJ2OlOY/aZpR1TJ6Whk3dgfK613NqdDQLS+h1UuYBabgkxXS5SdAAV27/7QJ9eRl9P4r+zsf2p3frtO3VriVD3jERQjRUibrKt8tStbR8ySU3izrtmvbdb5/psiaMaq7yjvdQgWmCImuRyY4NrwveZGprr+53jWHNwkU0eVUx7fS9vqZmkhIkLFugWrZLz+diTeTaMR2xXZWoHgiJk+butv5uT563kZmLbAZUDqw2wy6arCXa0neeYG/UFE/ryx1wdyK+v1qBOyBPH/+1L3eeiqBVjbKlXnZqe2DT26RtYf8HP6CNKJvKe6jDyXYWaboQOsmqquo9ONITravDknBHq1Y3LA3lVew1eCGcXufRu+nLmQLSS6oPcBwpO4R0zTfnaFN7rm317VfXNz/83Xk+172jx/U9TQevJ5+9fI/J5svFf1GtfqJ7FLIPW+iLaRNIKki85WLY6TRtr4sN3gC6Sid1stnMGwY81Hrnj95LLu/urrZYVxrDCrYMtJRYV7sG0nk+kdRFappGeFFhBDVVNjOxV/M8pWUFvn9s1JV8ewYqA3+0o/BaPNjJ80YsSmAL+rNf8ylHnxKvY5r/5Mh7hmyZi9X0dhv592r/m5rfjp7+1fq9qaIG5KLVrfMG1Cmm20aWFE7F0FUby7z7s08AAI//9ocvgenIQBMkgHoTxo4ja5vJm1tuGZiAkMVpr3O/YalAy1+JQwy++owqTs8i2kOymZnmWF88i2n8863lOaauDLJ6/17HQ8Zeks5VG+uD2yh+aRpG1PQt4BhkGaE2YqlTtHttrtqVp6ebt65EieEwaCKFnLRAVwFGLVqa7GP4WyS2Mmv0wVbjpYHPLraHo+7spthix7p/ene3sFSYL8tiybW2ZSmCJzWvjVG7/LMvqu/tmAPkJqUGNguVgoCCeEo9zZJ2PpclUJXaQGvmrKn6YMBcto0mDajBrlWsoKikqoLOdV7eSxtFJjISQIVQAk4gklJKJCWWXEqAgBRAAiJVEQeLlulLA1WS1TWQYdnedbPbaT5vKjWxbGQsSxowY9ganu6ZSAGqHqw3ZZ03JdNsjTJkQK3fA9ViMTlfQtfpR4nfaWYXfO8QZF5/T1TpRugGfXEXPh4qSQ2mhRRQZAIgzTg9tc9nkugQCDALwX5bsw3xanpTCfiRLfXMYy8z3cqL4G3xGr1dDXygZc2h+0ZexzgPa7um20rlWElTcLDlHVRXXd1Zlh3H6CpM9+HtlKq5rWG7S2Ly/r1PnsEXy+gby+bdLn+q9IGqaDhXaaWrWKOsbulNaeSLdNgmAfdpyBHO13ndabVASUVPs/bcdiJ42MB0sQgIQS0y2HMcqFt6NC1oBVyZ793XqREsuKDrkc4UXqkYmU8e+F9/tVE0DRXEUnQf1u4Qf/Lz+uERfjpDeUE5AooBTKzngBYMTGbh0Z4bW2K6AVkO9O8oBMs3mtwe6P/qi/ZQRB2lJ5WW3hUGkRGhsObbuPHB3fz3lxcp22LWJVqjGq3opvtof7tM4CI2j9uKpaCqYqCJHa8nMtfKg85wc2NsXi5nOO/1Mz+FlQbzLMMTFT2LRTh5qreF7RyPVHc9/qay92fPcDcshWcGpbrCxOxA0Phdwpdl+acr4wZ+ByoLVfJHmrKhABvQ0ZV61NuUIGPE2tvXGmoQpVqHlNYtV7+dR7YJaNcZVGBMHKWFi6uoVUcMbmEtSYfApIhziCE4q7lfgntD8PSyAkAxBPigoz19VhNXRFBMcjA6QkelfE2c7xJ993Q/Y+bFOqxLzJex3Oq10I+BXpQLhEnvi3Ov17lpj4odtaLrTjWbqfaI6Qw0rMmas9cANs67f1RAh6c0O5XVVwXG1FKV7G4F2n5Z16jFFIiEabXjYmpzcGQ1f5Gef0wKpI+M4+16FpfmtJhdl5rbr8377o5htBu/YyuEpllFnsZ6TUiclgML66Sk2+wNJaOOaVv+q3WocpG9jR/ekz3eyC17W9JjjyVVOTz0LZ1XNfdaxrf6uGzrxkwe23rJ+K5Nn+ayBNDzlE1QUEM0wqljqliwiTYx0z4S6S++KN8f4SjzZ4smr82nM+Aj9vlEiMq8i4uBK6EKOia1VN8eHN6BlMahOIupNM5CurMDoYrnCeIN1mFdCicpbQfaMUyYTAFHNhEFAghIrAEkpaylBJBJCAACQBDEm+6elUxrWpKEAs9SrN3W9osbq4p0X9dqOZ2W/aFufLBjupaKpMA02GZoU2BdGT/eLzaNqVb1jhkDYTNqHXeWmwqyOqP44WlnNrvOCkhaEGpKy9M0XJe50DzCJRv2R9GCjjvu3V3ut7xoK7Icn+x1RBOfn6e2lewOTR3pblQsANcma12XRYeYrq0K49DNTemVL5ILylRTM6WgCe37XpAImm11otm62NvTNAE3UQIwsPYeaKv64uKTiXvt7yDlnP/irfxf/8AKfrPp9ds2EqCDYkuhOZ9fpXnN+3t2uqpatKo1EsRVi7hqzjPie9hdZyA3yIFWf2a5UlSqCrurWvJRy3KuV3Fea+0PTkVVmriyUTHA6WJq3maItdXlv7tSDXdoAscEKU1upuH8Fd3z1Bz70KlcnV4vQLoErb7ujWzFNtpPvDJWLq5p8xxaP74X3hhPLuvRYZ/+QNJfedP4Cwj8kXnKqyaFxvJ16GPY+aMPbRdHjQcdmfzyUiAD3r05+l8dvvms0QwFDNqm0slmAUToycPOcj7fb7dSx6u7yupPX6m0qIuw3tiV3zNbVn075c1dOAvK6fXq3hC8h26q19da87dT9x+0wX+cbdV47bnZld7+3Nl9tI4fpatUUZeKD3HLg/lAI6/yUqnF467i74zC/uHVehtT4he8SZOIV8Hr6eEP7ykg30BkZw0tQmr0zYNucjPROFtRQkpguPpqnitA5RIECcWNkBhsCuAeELtGs6fw4qZgEBimfHkO3jNBA8g2B6cP7x19NPzkRc2AtiuDLUdWtQkl+QbwvwCz0rh+XdYCRNocvROfIGYBrb0dROO4DsrGRorgogB0sPttzbZ4VbRabvpLBBAwx2pcc7Lf5ott91SrplKRHGpKHc6LY6wtK+MHo/xsDoMy1C+dKND2pCg170cfs50Lw65Z6eHPFL1RA3OkYWYB018/bQ96swbkMZMCNQqcZtlOu72zw17cRfe7cq8riOJYx6342WYVlUc9YCmk5GgdRC4gxypGcfqtfe+k7xU3wYVpRbdljuAv7sJ3T1EcV+F246FmnhK6pp4FFlnrKi1OezigxdsweSI1iuu//U30rz6pPs+ciBpJWuyZvGR41tqv0nhNAIxK39Xq9dQfYiEAqGDVwKusxDqgTel2gCiyVJOaq7XaYJ5VpiIxUZOaqkioEEkAAURQcgkh4UzGs1QRGlNQ21NtRZ3c1VrXsPpj8PUG7riHI42bxNrVkjvqgCZOy2S21ozW7pM931au7sJC8j0V9nqKsIzpF7edHSvvG+a8SQhTdOVgrL16NTs+sCbr6mBvR6NpVjYlQ7UkTk/Oc2kbaioA0DUHW6qS1Yx3u9YIcYnxsubNbV1n29u4Sgzde/c+aT3sVe0Npr1dchgO6KLCWYFbOrI1FFPDVxuEcV5qvgOgVhdk5CDczOqry/C6HCixuyrMefPnzDjE9vVV5KiWvU0cE1SCyS3UaL7fF9uOn623uG8m0boIY2Ioek8J5rnjAMmhGsS0xV+xg8RF+ig08whsmMjY9askq2q825mm9hRtH5brk7RK83BDS4E873bxb9/c7beR/W6noiBZlzcb9chgmud2VZkv6LbCHuLuAPaOHNPwFuHGSpGqm4qLs7GyToh+Y+78e2Wgsl/8e5IkYSPIRz31yYf5K6Nzc8OqFu49aTOe1Vd32+ula7KTQ7XIt/ruzvnzumWVkmhuMMOypmXZttvh+dxst6JU9y3w9uezIt40ddLoAt7IXs8t2e46rxBdUROpH713eKCdfflZFD97WZQGLD9o9VibrAs9Eq7S9m2QpbYhd/b8xcUHw/Qi1jQsXhRKbxc/Pu2kpruslMnTUDQT2NB0GdW7OmlA93779c/f6Fqpk2ybl4/cw/aBNVsu20aTVrkKcqTgi/NoOFBWS6iqoFKQYLwqAFYBWlF3CIbv2C2V/fpZmS3BgUAPuurFUrUOxlvDufr1UgWNaHcvtF6WQU1BzZ72H+7e9nB8U9Yf9B6Ovnf8xefPv5y9Or7TOnsngrZFcDaUouRmrbbdrgOcJuc3aixWUege2XlAq3kM6xrYKiSivslAqiQmRFU4eNwH04nBwEOLXcQwpuQjuhnss+I9fvN9reIb39H059lRzO5JfbJKdeinQLhm1Pi7k0IVOm9ahDOYV0W3o19u4k5PfbSv7A2saJYjZ2aKaK/NJ0s4KY18IU0R4YRKXb0qyvV8++RE26Rs4biopAnUtiGVj3pnpSrSpFZTDVs11Uhnr5ThzSL+aK8TrlZ9BJCl7UHOPZKvi10NZE0JNYfZONFAEKNYpI1OJYGmTlo0fvAOvufJlxG4JIaEjYplyaGAPAhu3vetlFLHEZuC4hYpBQelsHXIKKw5gBJACAFEEHDSCLHzwE5nDaIy3cZQcwZDo5iDalGqEqAgk3Wj9fHyTekAY361Ra5qdm3bM3jO397FPG+cHa+xBlEJvZ7o39Onc9qUZaunLK43uuNuJuH7J/Z6kRg6nE8SpvPtOhqaNqg5VLCGc2do1xsOVWYMyTbQh/cPFF1vxXcZyUAdVTTJ6ibhAyEMc2PW5+G/+9XNuz/c17+psYqIQbuEGooYlKDT0bOaV6hluKpGeEDdew8do45W8zMgAmfXhtrO3g7N5zcvwGiH9PRNftxWAFGDStqKMjD8MBZRnrGKKljZZHAalYatyqzYLmKg6TWqSopchS4ag5nW0Nd8URsy5QrN6jWghU88Ums4wJXBIu5/RaDW0lt7ls/Q9OvA+e5hcfHcGeZjAJYXbF2T8yX6GNc7LX+bsULRKaCsQXgryji2PGh5g5blIRg9r4uWyOEcaWs0maR66QuV/+MfHHd2G28XamvSEtjb66QbqbVq6YneY+v26wmwNWM5W1beoyeDbAHdPlCHVrpKTJ0pjrwKUDsLiWL0iaEzfnKgTM8BoxwOlLM7eTjqtA1UQbgcIBOHdPFs8eznQIISqOfw7WY4IoaPKyVagDisk3BeYHfebt8/GaZ5891j59mk+MFDuzDUmxBFVN859oqW2uRtElfCldc3S5YWm7a92+e3F6uI10Ai66Qri4WuwLiQLYtfBQ1p6MEuefFl0tnTw5SSSnAJag6qCBwPwI5P37sngSK0EX76W74v3IsrGikaQyiMZ6bMY6JHqVFwa2CpYNxLF1tuwtucS6Bst+mrP/2ykaEUwDE8yYlAGGNb8NjvGaU9Fjr1FV3kUbBMe3tmeLvU2jsM6ypg+Sb3fb3MmYlygXQdu8HbBNhaE7CtoVl2B9Dtxy0+c9QLRsw1HZ9SdlF/l+qnDv39680O9nPWXlKO6SyA9taGfl77I3UyZYphEWQMD8Dk5vZxX6NCGrGYzFZhAoiGHz3uqliiLAOiCSnWPZnXPOdNVlRV1Qx2uxZOHcJfEH18OCRNDWtKiboRtkWU2CzYDN/bIX4sMohOdoAUaMqgzsrZBpzlAALmGkKz7WRLV2VRFOva1LkF8aCzdxI+cejihWgMUJQlUVCjgLImiMonFlZxVdKmyqhuYSpFIYSm87TBnCIVAoQgAf9/0BBWgaRRXFtdvsp1xxIdPaN0mVX2iZloajgRqzs2bZjAXM1zDTm9HW/vQ29zt8m+PKvt/v3vP4GsdFgMTVjnzetz8YM/Plm8uQzmc9/c2nuO0x1dXK9Ho9bArJM1srC7hK5lWl++vf72d/10ra0Y0dWqY2lBLLqGU87D0pTq2DCGtrySLKCVOUywV8bbbMbPX96BConSXgVeR8TTv7jDLeWwpWPTtiw9fB0c9Y2Igek0//4fP6h1PY+zD75nxL/7PKFktUnp1bKoldcg/BC7TODVlDWS7bzf9Ux+cxkMOlghWoFkVqKTEb5/uHd1y56fLesytQBhMS4A63WUqtpaD5SRYx9OS2XLoqI+p4BirnRx00hvVj7QKkvf/SW1B/tq66gAs1vNK7a/u/XIWqG+khEYK/MoiqGAj1vDQ+twBr4IpUbL4Y7h7JsXb5bLabr/gZ43iioxSFRlQb+5ZxwA5O6QW6xEh+MvX724r9AuVXXFu+9yCZOvn22CtNDq/Otn073HbQUacaO3Ki2YRk28aSrLjEdUtQ8G+uRsi/1hy82TOK1ThtXk8pdftFt6Mr1LDw+5GIWh/7/94RES43//dnL1s68H78ODgXuzSAbabr958Gy1+8E3fJknswouLieLJkVNuWY6VK3775zUDTw2SHTDrrMuRrHRM+tcNVNaI13V7aJCp21ae/js7ZstYBJKIMDB/V1soapo8nk9OnC+fjpxDy0rS37+C/L97/hfXGwRAJKCpoZCKrtj/u43VD+tvl6D1Xd07z7YfFJkpWgQezgwzkKZQBpotbjNGzXThjtStupKGSpkBrXKMUGyGv10/+5nLwzdyNMm0nd4lweT7KRFEs7nKLRr1FyzBqV3MD183Lt8GWIF0uvAIajRAGrqeJUKQZGm4ZjmIpZY6lIpAJ9Fs1PPLpE2s0nhWHWm7rrNzm2mzZpjgr68TFDLLBfrK/3HK4jv6LaC7sxrxnWer5rdnV7KmgYqZZq4XfuLiVDbXRimaVX/g48MhOW6wvNNDiCElWhbmgflJqcFVDJCg1m5zhaPHf6HliEN4/CwZWdNEDeVVq8X4UNT/tWnF3887NO0znP5Xqf4LNAfOnieFwZmGYMvJXmM2bFTtrvyytfPzhVcgKoi0sJbpL5ap8WqcR1QpEA0okqAoMBSlBOHLGNQK2rXbpAJgeQqFRSAioqiRJaGEGRAIgghhFBKSGQutJQGZY0etswNq1dZe6clBa4DFm9opJpZvbGp3Vdt977r7JtmWa3ezgUYtu912p5zexHscEpNM+uTxnJ7ZB4FdZPpmtXSPRG+PLdGI5SuBvv7N0tIaQFV2Wj84b6cJB0elzapOdCNvlJwUUbN0Yl7dbmd3sWxMAdcXycg7uwiYbQrx6q4cMXxdyzU1wTPWXI2vVn6YxUDBjVvtOM2hXr0SLu4XrocDPY6VrzVlMEf/dPv/eb/+3P3Xm/7co6rVR5tfgfrnkW/+2j9Vaj0T4Z9RcvCZrmud0YoLrCUsiYqxTxL6eymbvLC86rCAfW2qXl+aDvbUNX3aItNFTIQmAnRYAIsofqqU7XGoqnRIhZbugbXA/+exWM1ywrMeQsDtLWQ5TFjPsloYI3RvvWt1kV48W/utr4xMJpCNFyV0Oup1kb3GNYmERma1zEHd5mG9aII8dDWoNki+PlZ8HIyKR33Xnv3YIgmS3J1XuEi6bVb3q7xxBt89rM3B/vtoq52D/ptpw68cboKd8Yoj6P5eW0S+4EdzteNZ48NBX/xm89pHS/mBdEfWSVuS+kZV/37w9Hj9+NnnlbdLe++eNh558OoeVHlB1316IN26ZpZs53TJCpzwAuq1L99O/3r3xuhEnbcUXE69NrZyTL9V964t2cEQWBjwGtQrMMtmF0ur5vVAkjIgDQ7ihtQBsv09Z0zdoYuv339ynWUOperlB48JBfPY83GBeNqDgpOWh759gFlQfWyxhzK7q+pCcSAgWsKnL75smYprVsoC1VYlIy0WXk7c3yR7vpRTjRtCy+q1ocPXly6EKj5dqsQ5Bib+Zdzsz26iRqs2hZuAhgdkK4qROrh+dnFkPgbz2hlwND9sEwEUnW1Eo0qmUaI00VWWsucZkCXQVrAE8O3xIatKWu+1TTFNQAx1gr9E+hZLCR1ge3+Yb3MjZ8QVC/xlz/Nm2lYcY3MwsYyioYaCkIiVwZudTmPf/DxCbukP7tdAybShI7bdcIUUGAKSg2AIkHfOCalEN94ZKipMVbJnao9sYiSzlN3mDgo0RurkCioDFWzT4dnF7MlaTeRNCRbTJqyIhxgFbYSuWqAGpa1VjRKnx4+aOeXSqdAS6hzWXXHTrmANKwLhaGUG5BbAOJcFjzfdW2pxA2jBACClZyisY+Xa+kakECxrZCKIPhPZ0kASVyzLm3aLo6jXBI1U2VVVfa+o0crr4WXDAVtdcdXSMuyTrw6b5Kg2abo/uN2b4ySsqrW0dWCnbzXI7Uy6pDeyCrns1RV9Yj4HxwVFTpsQZYBD2Ua4CcP9HwabxX+chp0PLiupaebRYZ39v34KnANF0FjvWlqUFuGVa4lqLUikP1dpWM215BLRbGxba4R9RiXaQ2IaXmq46vCiFY5JnWWpAauOMRRkr6ksy5i/89/kWWXG7DNJKuSWkwy0muTn/z4tGZNWml9KK/Stev29jqtu8UGU05pqaq0CFOPmOXAFCmkU6EUqzmtpWNusJ7XyOI7RpyjnMqgik0yG+R3Ncl3pOnM2boIBW0mtaPZeP9O2eWGzQa6+uZZyhnoWtwoA7dFPpNAyBomq1aXaj7c38FnG8tgRhBnmzNlsSKggaWrOKplabhWaNvXWxYrqexY+dZuTba0LdCuP0bnIlUnSmP7Hcw0Tx2Nly8WSVE4tjo40LdP8+VqnqdAG/qOwmOBs9ui89iBKb9a1t3jnWPfUx31cfv0N5sbCCiv5lVViV7RP2jfNtLRB3tdBXx/NblQiend8c/u6+zB/oF1r3NzfXV7e81I4/lECxQKgqtq+2c/j52/fvT9Rz6exXPfm82T4WzB/O7iruzvmz4Eos5QusFN4T++n72acVHQQjOg0C4j9/1xtInSkBDLZhTOrjf3Do18RTMgOEOlgAmXrk1PTrRXt0RD2NpjHuI04rsIPK0VKHVccl5XhgMbTeIAAGzlqwzWVeyHT7SeEumZn0rr3TiETnQFamogsb8/ejtPDGJ00uBSk2rZRFRosDIBc4kxlTo3zFXZsEXBVJgzMPTZAlYmZDbttEhliJkuW+dQRloqSo8JcX1VfvC+AQvEg+pmDUQF7zVmBfpEwhAAmaE63/zo4Ol3okdfkXfSZvr7aqaaDc4r0oV1RBtFiZvQgdjM8tUm7//dj3rHj8Hk1aqMH4J6E4mhBZNrME3x3pCzBr66K3UN366YI+qrlqooorLqNt3gDaAaJZqjm1BWqn9YfJKuVVy241WFKo7kBVTWwGwBK5RVB5tqlywYe6fL7UF1m0akFDm1tIitIXizifcrYWsYUsZz7ANAa26YjS5hKYRSCuyjmsO84q4Gr+Zix0F1jVebxnBUDCREUEoJISCmDjgV+V1u7Q+KFUV50nk8Wl8KxfWXNysTQKagTDBTxOG5RKWwbefdYysFdPu2ikhyG8T7wzHfUbSOPb8K9VWy80d2lcDi91XyQs/yVtK3fJKd740JX2VtU6uoAfWemivbrBKaYFJgghvIEYqU2kkTc9/OXsZDYr++KemxB9KA52GjA3WAWIP8A5duS5xQqNnawCwV0vY1frNyj/oFh+XbXPEtxKtlEK5Y2V6u+h3TFM3tQvKQLSt7b6i3JX1zDrnfPmm367vt7omWKwormUYol2i4o5/dRkUD9sbm8modFRUZtWgt1berBsltxoGidAQUpbqoSNNSEwGv/LTeq5zjCRLC8vrHo5Pr/+YuuQwSDz/OiqFp4Tl2i94+USte/WZSjkQSADN1WqLcRmI3LHhxVxkONjEsNqbS7d3fM1Zf3XZ3XK75p0MvgPFeS9M4LplZtmzX8e49EGb4mKx3F1O+dy/ZKKlvYH44dqfFst0aORV0O4sv0nqd7X7cBgTMJuWjhnbShjtqeRt5rdb9d7oaUiEFHkTf+KMHq/krA5Iq+ekH4F99uQGX/92LJjwwy4RyPbpJYFRsvlh/6yfvV0npGe7V51/PijCiwdPX10JJdVch2/KOg0d77cGJUZcNSwUURXvQ5KvYj0QDCdyktqV9+XwjOHEffzjsdm/Ln4Li1x1VdkH8NtiGX82OT608yQDT7m7jvSdktsizDbBGIE2ES+DuGN40ZrI1haESmRU5kxowFPCsRtyzPM7jGjU0lzXCKhYEWVZabjlWiOm1rdaetE0rpCuj7nZr2cQf7yKo965WTp0n7t4oLc9kAAUA+0C7J4EPZMI53VYCJI7pR6oGata2sJQmgzoqOeI6ZZtvQPy/6Pn/U1L8x0yd+vl93S9D9uVvg+8+UvuyeisAreUZAFtQSVBLqBEJH6EmuD5bwX/+38pgBJ487PWuFRGyGyXSeV1aonb3W7PrqWhALcX/8Mn0B98ZtlNZaebFrHalvmXCxFIjoMgRsIChQNszxwN28TQFMmkAsXJDxbLhWs/R4V18vI+8NhvUZc1ysEJu0jSguQJgLOkAUMWobmt621amMis9/uUCiI30cLn1NLoOGGp03fWxDWSF7dovecX8E8wbkKoqD3USZul4rGSVKBPh20paQMficUWMBoxctZGgFlACACGQABAMSO6oDRW9RLiOQ5o6eRFxYSCEhodqmqYjA6w3KKtqWOettm/3rFKQcr1eLgrDqsYJeniMO4ArNWt5fCvMn8/oqIOUj83GQOELi99hmw8Gs7SypNozsnXZZUDTuy+eb0d/+wFazrsfdBYvA1fhgNWcRp2yRI4dajvEWqlA8UYERmWNfKnJDjSbVRL72ATA9lqG5CPAeRHjoWdgWV/HlqtbFgiKCikym18C24KKt7nNFFUwqex0mrZJTKJhB2qm6uomlApCwnGNOJNIV9KC9VRweDhG+ewuLrHJuj67vA1MgSvTZlkmOhZiZZUxpFu5NG+2pk4gOV06fT5sgeMpMOpweRZslqpamzxXXGjTpXCFIqim0rLWmwvh5yOHY4CIUeQENK29NmKYlJtk97EuPxqvP81H7x9aD21V1drqwILqfq/DVaY6ji46W7dvQPTj+zBPPaYOv/UBHw7Cq3/zy/M1vi+r9dapVVZkWbNCZMf63vv680825kGnY8K97x3PA7ldhHpHHbnqOip2RrhhBqXSbvU8ZyQWr/8L+Jv/u3w327Pb+cv5i199vXeyug18qWNVaGLz+1/ljwZq73H1c5ywFn2zTObNijU1yYAlwT7wvvPxO6P93uxprpFEp9F6G64Cbmj53zxtXbwqDunid8c+++k70S/XZhR8e1dVJjLet1aL+AcfffCbP3n6/FW84wDCKzwA9ZzFGfC7IFwBrAGvq9DWw4cPx/6GRcUti0uaEUaVAtQNgD3P/3xbCIPZDS5qoTaEARC7xmDfQUrf6bg1jxyFZ5p4dMDg7fU00V8DQwrAtugJsmfL9aoBAMiBojBufSlyF9Q7SP3O/slab81oLWfS3kUxMjXqogJ0m8qS1Tu4/wVv/uN68UT74J09y6aoLM0nbtFqieAsnlSo0lAMOZOygXUBCyIqF7mvDWMX8b/MLoEUSzCbr6Pjb3zkFJHhemGykqJqpm5PTUKYgRI3l5c3Q4/mzXOOD9vu5VmRNCyPhMex1eC1kMeuUqEmjTTs6NwuRUPltmiDGogsxx3VLjaNKDZVb1JiX3OoSnCWEXCEQc9RU6petbweL+JZcq0p2Zb9JQXHR4ZhNnBXy5MSiISEmWOTjs5tyRFCBSe+p7aaNFTBXLKP74HnS2Baqq8iBQGBRUWBCiCDkNVUKlhCwKVAAAAAiJVxfc2YAjZ53VaV2rGJZreRW2RNsdlmjUy2aUmLKq48FQFJ8yxhElSVMDtGkhL/ka/smwIJmFdRXpTUbkl3N1gqy9fPruajJx94Xm9x0y4vb6SQ+O0mB1tjD1BfQTs0ma0WZxvlVax7JkZGGkv/wOGCqxJRC4muouDGl0qjGLnSa4FUUUjD5LAig7FzO20OT1rbsAJl1Wrrl5/eqSMNJHWwYlkBtYoZQLoaD262jqXEae5awEA2RsLv26gURovoal6k0NKdLTekrLqjFlXim0WSJwVSiq6i56IJU/XBvr+cUKlAIrHIMgOpWaLUBqkUJgQzTyurDYwFOJ2Ddwvw61+p28MWur4sMHdLwsKmceU5dpKub0ZyZWtwsAsGhNV3x0NfxrZglTrYV7AcHyiTy8XDH77TnL+Fw24dOjm3BvYOWyZu7+EVSDPMbHU839Q0igkwzd3h4Q8fnIzL2983H3z/XvYni1//7Pzdbz8c9qzrtPPeCb+bJS+nsdbX22bz+tl2ACjV3Y6H/KGZRFVyVYlSnu7Y4UozO2C4652v7y+0nYP+/pf6qwZkX796C2zVEMlsnmYm7Vrqjo9v9X6+aF5ezdyu73k9TTtjDdolzuPde3/4/XcePTpZ3Na9HWN+V93Nt0lWDUxoNHXwybKE7mYXWnZ9/flk2NHxF88/+F7y+XaB/VZSsjSif/jtvZ89vVg39SyTVgssKOj2sNfvuIee6bt2B02vubqO1X4vnPmIzizcsLsSOFBlKAhqJdM10KS00BhO0bYWNq0hH4hRT4Kmjqfx1yuxO1KBb/VbI+GNy3iVry+GbZPWtIX7TJIuDlZCmjIVEEOIKYGzDUbazv5Dan3k61fBHkuqKX2F+10tMVA5qcmXYC4FuSl/ac7xfu/+B7bhCGCEYNdGHMhLpV0VKCfZnMUEA6hiIVuVT5YlVr77n4Hf/FKImbX3JNvWlJXpqpYgqQRn4qqtcoVLgVESNR2TbS63jw80KGFtgtYYuxiLktpcWkK7WcCjVi0waVgZrSUBAOukQLyhMazqoz4MOVF7TUkxgVLiqnIBxKDrkl9eKLpiV4wzE7x3z4IZfKFCUeHLq8J3Be5Dt+d6KBuPdZs1mioLFbx9Kgcmm3C2uwcKBPvIeHFREBdhBecRUxSiSKRiYhkwzrmu4YpJiSQEUkAJgSQMKEQqqGEWxBoxy6qCskwUgXS1KUqasvWbqOS533K4QRrIaJ46GLd3Rxhb3awIG7Y6K0QbU1xBUqtqB7Ndq+bdQs05y+ZUGcozqu73uqCrTS+zi7ehnm0ufnFBFG6tmTVUbl5tPjwc51tgaaqIZQkdvWY9wVSOMZRqCwUV2m3peRAgldqWoUAzr9H+gW3IZlYXzWxiW/0ynVLLf/rZwm2rtmbwWg4G7Swr2i6wNM4i7nmqqmCVy5aOOLbsjp0mondgN8R0PCvdQlDSJgwPxxZpw3/3Weao6ep2jayuyJdNLY92ul+8qiGEDSyIAJj4WKq6X56gdWcNZAzsS9A9BU/DLq83ilgJ1ZWNscgagoqyhfNGsTqD3hCZprWz44WCELu/e7QzuT7j/UFdZS1V3d+tjLvK65DKRbsd4/zrHHTWcbFY+t4dA9evZ++elNGLW17mmuBNuu5+s/fleVCC9Wsany/C0a7ddfU64se7HZlFBNpD29jms20VNVCHSl1ngau5LdRV23xZrk3FvJtsOr0iuiq/fb/L67Y1my6CZ3l8kyOMfZaBrWHCELNmtViXZG0pH3zz3tnFUmWbepuopnU0OnDahtb0d995MHzshNO101G3wWa1WcTb0NNgVMmiol8+Q86O/DQKDh+hs8/OpquACNQ0BfdbKev2CEiWydGh8f7h6MUsHOwSYCDH71aa2vvO+/NPbhU9urxMrP1BFfO0VsXxsWTxZPLmyISskU4imat+tq1OMb5DHhXrE0udU6BKA0q5XFV1HQt96z08PvsFHX/bwWgt6Ca/mNzr6NNNNfQVUwWXeQiEhAJ4UkkAX2PCUW3nKzfbi7/aoEPTP/LF1+uhigShSlJwlF8ILgFSAFcAKCoezycO4gqBliXwmvcB+m3WvQKLiubI8EQDIZdUBVHD0wenhfHT4XffMcRLyu/SV08ThA6cnVWwqSSzO7UO7KQAnJv77w91i37r73iXi+j6UgKCilysMuAQkGORprXKAQBQ8tLMpGKoNWmCiIZEalIKUbIUYAyBITMNOIDHCBo77shsfv1586TV+zQUbYYJrAOnNIG2W/AsL3cdtHug5QpYVKis9WguOWCVDmoTGK6EIl5LfQJQjXDXwEtPwZYehLUHgQBQwVqeiyrjClEVQXMpAJQISiAlkJIgJBLEBCJYgDSNBJLY0qoVGO+5fOiUQuwc9Ao80C3FNESxWUBomOMjU20DTa1NZJ9fbxPbtJ12H8MMtjwTFoLU6tbanelRn4D5b9J2k/EfwFy9Xe+Bbushslrk2Vun14A6R66t7FhQbesu0HqSzuZw1yq3JNWYaGuibjxL6/q4ooXCmvtjbwmhaijFZey4yrNffHr8cHTF6l9/8mYVGX3Q7D9sBdNqNMYXM+YoohQYQ1vVpdYhXt+qFrx/ZOVZc3jSN5AodCI8fV7rbpbPECi5Yg+M+WJjGugnfzCeTmKK+6LUVSGmJE9JfG/khEs341fSEDWOJFH7FgbblvayMVIjkdX/8r77FMhf5fA1HMumIHlvs9lva7CXWdw3yqG4tzeqo6ZkbaNrpRSMTvsVuktu5u98/ODuLDlptZdJ2XncO/t81mlZ4svV2dvnL4rMeYNFtyO+nmYqTdRabtfQRCtevfj0L+22c/N0M3zcevBTKynaZ7+Z9tUcjbv2g0GfbMpVU2atolYOHOD17YvP4toK9F7Hxk6hGFfX1NEroWQ/+9dn/+U/+fHHP+m+u1L3z3fz14ZvZerBnmh7kzezapuxaku0kW6gDY85z5nX7TrmzdlqEStmmj/u1XtjrzasEHMebHXTjfTG9OvfvtgYDskU+sd/n2zncSsyeSz+5rcPimc7epm+fplyb1huNk6HTEJ+aw2ace/dne35dvHkG/fjt7ldNtlnV0igSQycB7vsbSJU7TLctFIRPx5ARsM08Lex33Y/1vnXN+iMpyPszAGcl/yjof4mwhzxaL1iVSAEj6j9jYfHVZSNGKaV8HVrs2an0jlWkv+w2IwfjO8uZh2IJbN3gJ/ydPS+spORszt1XXX5a2P96tUjrQF9T7qQnelew2IQAMAh0UtWQmAPFGtV3rznWnstHjaA1H4XiHdA+Vp344paulEghwIzsWnEkbj+q2JSWd2aZ1upaUPcmS7fUsAAANkGMJchIIHY8v3x5KvnIU3NHTy6J+iKLDbMqBD00IoyIcRdDtxKNwnX2yrS+XIqKyyLBHgOiGKAC6DvSWQB3gN4C3YGzjr3fvE600b6X05Aq9veGlxubtmGg0aKQjgQ6Jro+nqYoEUhIAVrjo1SGfV1WJZ6S7G7ZLUSN4re1eWi0faHSpwVqUYB1CFHSQ4cCBkkqiJqDhACAggJJARAAEkMF0PLqJOitlmEBIq5BzyNl+U2MxTU9m217wVBdfvybsOr7rDX7vZNAss4KDgrkhIWcPzdgc2V6ZtA911cZrBJuYEKbxwr0Uoaq6KIfrn61tA1+LKjGlTdzSulfTAw2FwmZKAMQJckC9BxUQcUs6byVWXlYgUDn3DVdPUSNh6wosJ9cETDRMONsbyOkuBmC7ZR9stfXUjgbjP8/Q/s8/PY9ORWsG3jn572eU2Naun6ikGQZeKOa0qVm56tmAIq5DYjw8Pe5i4aP/TWNzysq6FPVKy/Z3a/2PDLl9cyq2gJuVEFG+G4qiiCutVXApdxqTWGxivpQWOti3IgUuUCqK9A/i//wv6pEmUfvMcjUwkD0zsuFaVnVUgj/aFZgfzw8fjV25AA6njOdp1evJ011LeNssaiquY3rLi62j5CO9ev75ZEGoje4NoY66t1/qRVaz0F353h/SGwFDJwJMbZ7Wb++yBYcLitHz0Y/uW/n91Wb67z5jumOMjdnMdJHpOCvNvjz2N+9fvAzNWPTrRJHE7PJu/80ftDoFSz9PU80FR6d319+JERP957ZFSdjw/AfHWhge31RcxWXRdm9j1XyJwu3z5723HN6evN3j/68Du94y9+t/5bf/vJZgbBOrwus3K62hmyN19NeiD/eq3eP273PDGJ899+nQx3nUxhz86SXUthS7aH7ItUuFmTGTwp2GQTjo376G49FXW8zJ9dLWGBdQlzXnd7VvwyMEZNXqeO3cmLQu906guyY79fni0LGvoY+tfpT6DxGYC5nohCIGgXHI276u1y3UgGFFVHskeT2eufDUb7N2jcR9UZpns2aOXK7VL4wq8SiplAO7RmTEmysaPaM/FLeT968ITjE9Bsd/xFnN6Vaeoe4foJW8/MD+JkgtFNzjGwR4eH4+25LBupyCAjxLf0jIyC+i1QElpqtmGIipstosnb69DMoYZnjx6T2czKChPbqIrPAaAmBBTC4fje42+N3v5Pl8jQlYsb5/86nH0B6K+Ev8r1vDEHjtYwT6lzClMANAiAok6KpFVRuQWKDu8S8DSVigaSGtptRBqczpqSAHsAnmXlusHCykJHrzEVRtBshYdVJC2UZR1pTkExzyv2pvB03SXqMq5VJBQhLcXUBUliUWlpa4Q2McBI5zrMS53AStcJr6FomIahAgVlnDMpEBIAAACkBBxKCSSpOt7W1kgFZZQST8cKsRi3T3u44k2sTpZNFS9qCYWKu25nuNuFGOZluAiRaShRDEd7bZULo2GbTnfnyZ5MN2UdaC31JkkMXzv68f3797YIV10SXHVKxMA77Qa3rM6h9fV/fwG0YQz7kFTe9o7hJmgRYkPEhD4wYN3YjtIhavBmefKt/nIbDLLkKtomMFXTAkTVm7fKk/cefvXVqvejI/m7yypzLVVgBfvHQCnkvmPeCtq2Tb1lsAIdjS2ZU31nF+RF39W+Pss+eNyus3JdNPmyNHfb+1d1OV/Ma3qVU+ix0Y7MtpDNZENza2ClpVSt6iIJ4LgFLhHQkERQrQWWTcHga1BGen5q6P+V9P6rQecfPrCDf+3uPLwXdQwMt9u+2Upwy1ajZLuJtoRumYKKGrqIe2W1yeKY8PBf/ttY6MuaRwWbJmemUtc8t0c9dR512oaREzZdopZWc7ufg5uhKTvmSEq2yF68vMUlG6g9fVg96pbBNsMPe5Rfn83bdwmac+f730IZje043DRWSzF//zxV+tmJhvPXaTxW13nJbib33+8HZXFvuZ7cuzc4Nq0sixpv9equensjfXg5K9sWnXJN4ShDTd5syPsPltvRj/7WE5x+No/F3eSsvnt7+M4ex/Lygrf6remidHbydSlnV+ImyFSDTd7kWVl6nvr+ENzU+rMQtyxvSwsK4jiTQDSQ8h3Hrm9rUVG7qYiOzmN2ZPuiTlGuZtQISNrOC7CMieCn2a77FvcOv/8fy9dBHz3uh99/epXHNePoa4gwVkpiFSXNPQXMIwBABUAszIfgtFkcWBW972lFmnAkEJYtKK+JEYiZbso4wVGdHTrCq3Glvw8+3u9KH1v+7HfOMuqE9OsBUdpNk9tHi/eEemOqwebHfknn4OX1xVtQnQCwMxdjogaDXquV92Tj56MxXTZcL12HuaYWp8ZgkAdLrnuXm0KQ7HTcDyNiUsUGbEWgODh1lJ2rf7e55lGncNSQHf96rWyg8tP94tXGWkRpXl+vqaHIFGKcQteVyzS7P8KTGeeSjCjbbQA2AM+RFCKzRXUnDnaUxGBkV93cyhQIi/FSAOiwVWEoKgeKhgrRVszDRp9gi7PFzYoamDuuWgE+smHbVAa4KT27WsaUgRYQmqbkW47UkhNN8TpKFBZxDaG0ZFlWUFEVLhBEAAgIIBBQSiCllASVlclgY5l9DWfbihraNCxAIX2LOLrb7/gbU4HBMq9lTsFmts7DCnq2oygCmUbHdw3oAZmPlea2MeZbJSuRhaENGOH8YWv+i686pvcP/6b6p7cgvU8U0FR352WSLn4pPMcqKq0shP7hkHx+DtuwNKXT7dYS+mNbXgVHtrq5CHoD9fHsdX2zeOevtT/9868J4f9z1s6R7bTNLK40g/Q2oXtsKSQ3DZlm6sM9OamkdE0bNyLXTrv+2bTu7rjrgL7Tg5+FCtvt8U3zNUV0HbL98ZtnN6Pd3p6pry7rD//xw3A6TRerddBSe6KrZ9fz5nZeDvqd25ltqvCJUv4l1BlOcqz3q3ACurFSau2xd9ixP/7h3xnzyXHdXeXgjOMPYVsubBZ6ukmEWaXF7jtulE265co+Hp59uRr2zenFJG8b4OVtoxD9Ybv87GJ44i2v628N8IsztNsuA26WFZEMCayCarMzGiZM6VUpyMKuioIg6uyTsut0u+IsjbaUHn8wCrPsZaq207Lh9eG9vQk1jixZtYmLGKy2z2b8iZUIr1Ovwg3nwaq5medktvnPf3J0aIB/fVs/eKJtJDlfrIK7L3g+AbbftjxVhrlKYQqhW8s6O1XwH//9b3zv2LdWo5uvPn+WZUlSQ2Iv87x70ud10u+glzfRIiw8YvZ6gthS5SRhxmUKf30l7IT7sAFVWouCsaRiDAzH21nsduFdkAqgGAjrDJjPZt1d9Xadb+7qh2ayd8iZ7nTMQfy87PByndrPXh6Hf6xcfpv9+GGK/sf08S8mG+mVOViTOijD04Ff3OQ1gBIIBEBSFwen/7iZXtsSdyKhgWgMNYvGv8GblDBSSAFgh9pP1FbAk4SrLdiAV+vV6/+HxCrCyL3/D4qXeEU002oFy1ztm05/VFrs66ywIRsD08XNkvMtcB4xdbxKAnd1PHC/2Qy+me5/GfCvRQ2y0MBKmW6ASEAJPMcfHZgkyIcwXwONAXKi66/zBj/i+XUoSWUMzVZdvv33tB5p+GxS50zdByimvSOoJnJXE5cFTLey46LX12h3JBcR/+wGODZmS264QEr00bHQH6u1Al3DPP8UNRT4OsttHc1pUicKhdwWW8aJan73wKruAifiggvHB9iDvQeoHR2XV4Gh1posFVTNK9kmwGzAloo+4TWQotpIxdRsdc/RlvPtIpctFTMqVCwQVjCUAgAJgPxPFSsVo1oHAFMtl8h3loXkHbV2PEVXR0xVMmUxcyAOMyGVbWrYRqtjUEvDHJiWQUzIanl3ndCmMB0PoApokEkoykpRlGTWuBmKNPLfvATp3g77pilu39Z/dS1llA72gwK7ADQ1bba50TIt0GjQdnTIFKZtKttq3LxIUNzi2U24DDn97/+7yQI7rHRNu2tVzDH1cpE8Puxd3lRuT9UduLPvswqILmoRQOtaU1VODNJ32CzJqUI65vNFniDYuQ2axYrKgpbSpEyUGmpy3mGFbv7qrGqnwo/gsUreBOl2lTPNOO7VQRS3WioO9bQufAVuGybVaivMRlMhKysV6OXjcjr0wbqS9EqWT94rkjz1jGrTANsHarKlwrCANrmZtVtK/OmZSUU02Vzczk9y72oG3v9G7+WvFgd7Ft1iHdIVVmBLg4xaGOklEjudsR3ezBF2HdzbcdZ3q+n8pmysvk/v2H2tSVOufXTYedQf3Rsu/vnT518FGNc3LHiCFfXROzNqK0eKk59dLShSQZazy3A+MMKx3xl1uE32/uDewZ6nf7ZRg+zyecmCRTA7u1FlVXdHMo1cvViq7oGp5jhMNoFi+H/nJ994t9n+5Z9cvrmZ1Ev4w0eHq+Xqk8vkpz82r15PrxQsmamqRtNGrWFrcbPdhNyUIGNQZ0zn3ITNKmva3VRG0BA+kfHIg8xnUIW4qMpW+8KyBsHKu6cvj1QDVfcetuuPnOX8oroJmweD44et4oV6pZ9M39Ph4Y7+j6pFb37xu1nnx9Q+s9X1UGSRbSlfna+PBs6We7v1Nof2sY0/sr5+zaYrYL4A1SnwNqx4ragb43iPKhdZ8LFjfFLVoFoMoBsZRCcJCv9SggRwKLjM5/+Sawfme4e0WCDI4pV2f2xmS6lvtJHpd0qkMPlbuN1KdQrgEYNDjNptSFn2+4TXQO6J7LwgORKIS4CsGlWahm2oAk2EVRgj50O08zSbWqbhi/p0zJyCR931dgnMhrZrICrFGfnbqvD1KlyzKgPDHm57CEg06hibbT0LuUfEwZH6dCpdQ45PkEeVOKwCTyMjhW3FoOG64z5/nd9ei65uNGmCSVRlSJeabhtBJRwbWxF9CWBVgB1FWvPqs5s6SpqoYO0OUBtpI0AEqlOhNxwoRCiANAKXKSeoIHinpURExEsGAIFEUs4VFQAhgZACAA4kUepCzmJiqlTYsFYfemRZkquIVQrK+q51YLVFPNsCuUyJiZ2+w3W9XFZUgyhlblUiDRsdpz1oo3UAe9b2Jki6qq8KVbrwMtOpld+IstNdd0g31Hqvw2/ueHGUnlXNGqiOIWzE2WzbVlmLF3iJj4at+SpHCnVlli82p3gzvVzeYvG7Ww+l/uDdvYvX8uNHw+1dKPeGYbX90btHhUahKaiuWq7q55sSWX2d+AqvEag9NayA7dAyy9oaOZ+HtQ23rwu3Zya10t5VG8L/4Ee7k4vz2y9vv3wVojf6w87w2//1H/z6X/wM7SLvUMHXaVTRSNXxKrmYBd/744fKeksawihuuAD5BhBtRwEwYJq26R9pMW1WgQQC41rEubmZASVT0jxVHHx5lqZBo4j8zd3dzoEnErzn+16rc7wfgCAbaqLdtsLzetT2KcCmX6fhpuXp6khzDrrTVwnVzMldetCHCGG770zWdKt2VB8NOnr3/T44HvILnczZbren75FXk8XYGvYa+uaLZ7zdOXl3SBU7u8GPHuiQgfQ2qKoqLG1XKHqv0zmwzj/fFONKXl2uoDd7Oxm9M+rwJ4Y3rCZfnr/8ug6qG4GILpEgP/ruD/Sj9ufPVxbfHpxo7Xv94HYLHXnyyHlzm5cCGCp773vexRkRpX52V7U9d5MW7/ZlNMlLWEWs8CjZ71hXRX7q+l61owFNbdV0sNqcSZ0IEizoZQzQ9vYcHTjVHl788or32Gh3PNJcbVbiksGh01cb9W5/jv6pSOp/8cs/e80tZaHn3Z41bnDaqGeJYrl0wdTjQ1St9UHnfoemi5K98S1rUyAep9CTelsoMBe1BfJK1wnWDnsaW9Q9K7wpDX3DgmQNACCayescOMqh65asDK9rTpkxci/fJm3cG/c77XSD6rTQzbDSA0DvgBgQvYtJSTEIA6oA1eUgrz/sDM6iCElSSaj4nb5vxLmIbzasRUTiPZdpyiqg0hWMVEt0PFjFslYAJCACrJyx8ob+8I8Gz2bVg5HJenARFHJBcwqvF9XujqUb6nJT6j77P/2RtizbDc3DnBw9MJJU4JK4jrCRPEHqu4et4Lj+Z3+yaCEsQJ0x0m2TcL6eV7JiXINgDBkA6DyGWUUVRbWGWuKbZ4vUAnLs9Wla1U2MEJJMqkwihAAUvGYiq2OiuBi5fbJKWSykDRBiEEgpABBASghImqSGgnUpYFBAwoXwHnnG+yO3Vq0NURrMfBstKa5KYdga3cSxyFd35fCkXaOsqur+E0Jpy6E0mQZw0KlZ7bbtlObcqavzG3+oZsEqBZph7Dda9+ptY2zXpyeWmCQdIjptOdDl5DLXfcu2VbrktFrbzfZuEhlu/Ha22WyCVShYp+OZ7b2DVlFmuz3Stmpsu2WiHZ+Mj//gI+a9Da5exdw76uzFjZYFRVCKiNA1M0Y6yG6SLEeJjNXjUSCxWm5V1xT7g15pJ+vopK9V29Vg4Hz4uHPz8vUnX/x6sdOXU7f3pEsTcftZhGtcEtmDQLa6o0P21WRt7Zp1XIhQAksABqGLxeHhUUfdGRfRdi1qz6qHt4uJ77TJHR2xOptsCysv1mURZQ/7lQz4jubKiMpF5TZSyopmVah4Tt9ERT1oA6lkhyd9E/fvXsuEVquLyWlX46p52K+v/mpx+tHu59fL0+94hx+/2z0c8mkiLH1TUONKxPM8zJttQoWWPNl3ITZeTlFQrXe0RlRxRNTuAYAemawJ7aowiNPzqWF1/trHvcWnr92+MGFNVVj09wff2b9I89NR9/nvz+1e56OPv0fzMr1af7l865md04Ea//mn6tFRN97SAjZUBFV9dZXPqmL3SFkFYe3ur95cRwuuO36uNVm0nF+vVK0dx4xIiWFpMH0aNwc/7G7fsCI0dKDfIyCsDHTPf38HzxmwO9X0T1HD6rrSso8PPxw2U6WBc15exf6H3QZVa/1aoiX/tz9n/6X7+9bGJwD2rR0ovvjT5T862u/4SsIqmjBJUjMhXXu33ayWGSxWoG1XFQI+bxHb/aooCNw+9uA8lbAmoimPhmAmgZ2qO5YVsrr1YFe8mti7/t1NASmZla/FW5PmVXtg4DUd77t51hhJ1dYo7bMXc/XvWs47ddQ30IG9LDc0MIssUbwM71mE7nufTmDn4F643oJoqWn3UtFYre4uRW+uzrraai4A0ajDIqTehwfG5e9WRMciEpGUSSI/Hpt5wV5/tSpA8+aOKY1ydGitswxwqRGiZPmH39R/9TlEPfHplupyVWBpHFtvz3IFqIhWiUM3jPQHkTMExXz5v/uAf36HZitmqTCJqq7CAAeO4a6hXmYCAb3LpOU12DOCqJqfFetuu2Uq1hYJaCybKieNoQgkJaNIlVxywASQgmacKIy5NtQ4pJRzgQAQAgAJgZCAaBaxXKWs6kwRvN6uonK19l3SqH4MDzQDmTylD/a6fWKLcXc5fUPiu3cfdc9mSldpDh75ac6FVYNF6JkM1QxRXqOqwHWzzWpWNzloaq1V88KV4dXG043nlSIHLsIozrkuYa9iY0svVhOaijRqchBDtcxY9MVFFmBP7r+LhoLlUdu3qe1JxSA2NkbjoxZ4fl6uSv7mi7dDvnDr/Fo4dRwumu1XZ+tH74yyBhZxZP3h4fN/vWxEo+hsK3OTcGcwVjnJA7qzz7abehbGdVjodT3q+4f/5LvN5TsDOkl/81rtWNFUW1sHjpOCWxFHcl6r+kDDYZ1SSwVKbaeyqlqt0+8++X6jaO8ecibntqGH01uGwTf28JfPpr0uIB4srhc6YSCjp3ve9USTiJuWUQTJwJLuvrEJsp2eAxrcmO5klhEpVAXefFk/3AfzyOoMvK6WhbfUtLS6QR99Z7S9WnV224nsHne7PjCKDpjGLNmwpCnjIJyl1eWkeSDQOzvFl5Mp4PzbxrtfhIH9quh0aVLWnkqsBsx05VxR3huZ3zxt5O3TeunydUKGoBFmusEJa6rz6w2NB4dQZfSvfv8lpg1gAndbH4xHZrOZJehocR3wfLqGrCoKIvq71tgik+v1ji5vVuJK8UQ4yVx/fhm7qmyZZrBq2p5pG4T4XjuESUWWwSpI8t0xm5JDZNZfPK1GuuzDyvZanbKOiHn8/j77XjdbXFz+2eXxT/T2B4Qum8KK11pEfUYf3jfdR1V1x55B+lzLrmmhtuxx6394VZ60it4Qx8yCHV+pKTFIHphHYx+bbLtcdxRN2Piv0pUJlBZSz5myRs2P9tS3mdjhcHCs1WXTa7Yq49dTiKzuarLWOeDxXDOVLNpaph4vyqO+jRsO15OXQfUGDPYGw48H5d96gPN5MrA73jZ2XPByQa4bMaP17yrNw/LxkRemwTlPwemxmZbbqAQ1jgUwxv3zMlcZhbqVRfVhRnUE+i2vqKWuZPNMFgB8cVPhEgIP2EPIL/mOCiZP6fBI/exN+eDIOV/EV7+s7w/kwYm63fCiUOuI4hVJc6KawDOkrIFnGNW0BKQ9bPXWVQlphiF2pKhLhgDgKmJ9Z4DY69dcY/UNQeWmasd1wYXla8OR0hNCYeU0rJGiDk1c8lwpkUQKRIhLKbmATAggKAAalVxAFUMIZMOlAJBLIKQkAylBzQyKTU6jcg4yhaEKmrXHPbngo7E/fuBQ5lMMV2m8uu9/Tc3P/29PI1fJd/1ihaUSD4ZUQFVRPXtZWPudvlYtbIVN04Ur86whjVGqJg4qp8/U27XxgQb/ZqsDbPXPp/XLIrooFUViXkSbHHtquN2syiIozLjsdR8NX75M33vS47RyVMd3u4WuV1mzvuX+jkWUpmL+L/9i80cPiv/2ZxCx+bf+nrPZ0r6i2b1uflVWcRL84kZDyPX1pmrieQqJMBwDxkIgMYtTYbH1+bz//uD2i+3PPq2XV9EWDU1Mdv+PD185hflJa3C1rhlTnIF96PaCfHO7KFknVFJLrRTs9v3x/g++6QOOGUgjxmv4bFZ2u4IWVT6jQZF0AHn6NiC2bquWadLorulBgj0hg7WRw87QuT0v799z53NQKvBwXNcEdQa97TqyIIpuCibUtGpIu8NCXa7Y+8ejx2r1xaYzfNcpTwY0k2GkXM23RZEk5Ta82/J4ez4hCtR39uwTdCWd8F/p4MX1p4pqrdPO0DDPzxMIEeRilzvXie887na87ObzXF8A4Dhzo97pN9dvXknXaTvW05CjzcZpAHLaweTCU5RqlVwjfTOpqWjSfbtDQGoodR1rVM2SZrJq2cguUaPkwY7vzfvKk5OWGy4e3+v8+WdgV1UeHw9//tu75mLr9KBZSbpJP/Cgc+/8M3/8q2yEQ5aoU+I3XbThgGn3um1pK0jPbipLgulTnrK8XkfW2Sx9gFfwEf6rS+cntHzYx3+xVf6Kw/MKfMvUvm/lx/Lyry7sDHX2drJl1bo/6tiYtA08TZLN3NEslKqfFZmjWRrLz5uCKkq/EmFE7vXaQpMhty9W50++3d9+MdvlmPvqm9pUNrHAWratBGNCtx/utV1Dz6lAJnhAs2ulYwzVhz1lFnGvdz+l7l8WVLWF6aTZZHsNpK2IWVYrQXh03Psatnm6rVVbLYtUL2eVso8ZrCAUuMqL8f7AxLBMCV4rfb+JHGhBgMcgSMV9y0+ugJ5EAw982OF/8lp7FspCRTd51TpBTSLa74Kbq6YRqih4S8XbpBS6UTaVIUUoYNdAXgfkm8267rit0cHOtUPKuESmSqoKKEIkeQ04b0FmaKilgPGA/O9P8G++an4JMd1uKwQUgjs6ShiMYtvz0a4hWZhuFYI0UnEJYYOElACWXFEwhFiUTAAIhfhP0gRIXqrHQzML5U6lEp5tV4WizkMEwil7/O6eldCrsgpzVMH08GP3NPb/nuf/m4+yf/av36Rv88E9+uPvDwauwANHtcZIM1Wr5BoZb6JZYvmGG0yvVVtMC5b0zfHzyAGx+dC4Sy5yPsIrek+iYJZBt0FYUCFlMnuWGLpjcdvTD7z5Ih0+2QUEDts9zDSl0bqqJNwIZ9Z0Mdf0vNQkhdXtNmwfBnf+wUR6Fmne/ettK8mQBqHrqF374X2Vzoti6N5drnQVsyDTiKIIOF/XrlrdCalfLtxT563bnBd0fnXDDKHfpeO6mi7J9Zx291r5hbi72QxYoSjmWhrcSrnR8lDr4PjhsTDqbHv/1PzqdRVIdHhI3y6bFk1ToQAqopgWkXhiiKxRm0h0LcvRWBYHrYG3fJtYKW15ZhmVRWU/2ONX12x36FYiVnViAoAriVQd6zolYlLrXYiZ3frGX3OjiRkBrr5MUgdu14sNz3G2Fsub6abeZipvUsemKQBfxrBtAvcC8LYYdgAw3VVJyhbK2uzqam0sg5bxcLRnv7qYQa44rjrXq5XAm4SqnVVc53VDw5fbj98/fnS0H3yyeuWpp3362cVKE03LjW6WtApEpdt2nSRFPqFM1o3+pKvfhbYm1qB6/aJerOKr7dviKr5ZVJNo23/v4MXb2492cF4Ld2QsKPNUDVUVnUedVRTtpcOBsPOlsaQsBC98oD70RzDPM8mQuP/+EB8eZo04A8/hGf3f7OH/6Xcv1pGzJdj789Xur+VFYLQUZV3q+f/7ovU39sOWJZZFtVope3uLs/X+A4tJLYvL7o7WbNFbbnlEZSq94rVpkEqQrk0nYRlkmdICxn3SGw4Dbay82z+fXWhx3NOMOYAiSQ0DS+yfdPqAys1G9NeYiupPZNOH56OPuy/fbB/abcRkhLA8HXx2kVuefHQCwGs04ciBm69Z5c30pu+BmzUfu0GGechbrogIhwdu9vTGG/hRDqp3Dtqqwoedu1//yiX8oQuevgGaDy4vMwn4UoLLHNQFzNS6KI3Dhy7PcpWLzjeUgLKkBOpd8/gD//Yq54wVIf32N63ZnDaSjkV1O6XDfcfhS8mUtmE9C1Obc3PH6PuMcrhr5bBFrhJpqLIJ0Syh/3xKMwEjILOgwG3UsRzgQTUVU9q4QpMMOW2zFCxvcgkwB4gIKqEGgaSMSSwJgQ2XQgIBgJCQvDJlto3725rOUq+I+tyQrZbn282Os02ToohjmVPDs3vy8mLd1XZKTv7p//nd2aOTgal9B4S5bUFi6CQlRpxixrMyjqss4XyqJGkpN5SO8Zwq69dUZPq3/8YQk9vV7e4msfjUIvP5iLCoLCEUJVTWSyh6RkEQVqHcRt3DVtsyWI37fT+fNAVDCkQAtPBKk1aYZ3fllIrYF//1T+/9w5uL/9eCBfDRH7wXskjF2K4WA6/b8YwwCCuDqVkwHpgAoPUmlZJXXZMlaVKTnkC0IsGdxGPgWLV1H+57CgFqItVbh0ZC9I8VuEa9g261vdrOamUjhwID6J0O2kddvL2KTg/V37wK9iCy8/n6Wdo92QmY2UQ1MXUgUrmtaVrynPX7greqF7dRKw/wJrLdQcsDT1/EB4+s9x/p15MUQTy7DZlGRockWtT399pM8eFQuz2/apHAe/hI9I9+j3rAuL27XjOT5culiHMFVdFs/up6yzuWqaiHj4naUqKLQneGrCY/3KsKfaA/HoVB+lJrs9UyZ6zIq1zwPzhhF+tk3/IqUARobji5BO2780WO8IaHSRx+8/2PfNefX86Yn0eXN9dvqwPh7fX2mcWa4varWShQbPHcdUy56yHJN79/m3lA6HAxqx9980TmNK9x91EPmlo/lpuSfnsMqxLFjcE01TlU3Z6tpKvWBrSd2kxnhcFbRDYdUHEgKYi+fE1ypLaxezR82BlCfD8Iq9SYt/Ly6i+aol6ddjNR9KzPyuo1sM7zpGXdI9XE2aXLd2lSbdDrAVXT1cKx7NstQ7XRc8AmJiiVOxqb1etFlSRaMc4gRfoFJMOH+25FIwekhHiOFj+f13l8cGxCW6+CprCR6QzqJJS12s5Wk4zlJWMc3gdH/2xvPDM2F09jvQRLkW327VWWjAAhZvWXF6uhwQ+NYbcs27h1hZuCx3uBuxIE5ksNYdgiOcgY08TLwGm5AmlOa3yvPdLDKb5db9v6vSpvQhlVsBWAHIAc6qCNyW7vcrmhnaJzhDCooOJ1RaFcSV7pfopaPXs5Z1nYmBr+6d8d/frnKyLAk3vu3WWx38FxLTAGhsh9n//oWP3ZVbWZVYUBGAI6rCuKgUXaBiMBYja4aWvJLbxv6r0Rb3dtnZk3MQ+TbVcHjg82q4QQx+qgnIG6lERRiAqpBEXNiQo0ghgVUgIJgZQAQEDqslhmK0XmQIerqkHSgpLDINF5pRq4SramScu8Q+eESBW5241h/HKmfbdT+TKzgSFUSCGjTR6vaV2rQCGGb/VaxoNH3aJGYMLONsrtFwz9Z4+8rs2Cz+RvJUF4dsVGqJ9v0/NkpRsCiCzjJtlpqW0j3hRuF7NSbQNFZFCzSRwywMl2FbXvkdwsMk2uSm38ZPfxATKU99Ibh2Xmd98d2kzL1xFs6KYGyOoc++p0GVEi0vUqy5r+0eDE1eI6SJYRX8YKkdsYGaZn7Dj0IiuuWbFYGsct6UBBcL1JypQM9owi3labK6pC0Gwg0oEJUqqMWiOlBYNtdHC/dXG2Nhu0BDD1Ovjh8OpiZQ413dWu7pZEaZRGzmrquk22LsVSG1uep4hoXWtVgw3z43e8SjThHLRdT7MRJobttq4n1x2/vV4zZZfHT2fYG77z9x9nRTlNivT3L5RqWVKWL7KEJkzm62A5u14XVqtvuS3LgDrTtuzxjse1vi7vmWlQ7A/gfiz+6u6BuRU/IVw37yuoyUww8pfTuNWFyq7y/E1wL6NMES0Vl4anV+WBqt2jzSZZOazYBHTU63w+WR63kQyq5CwHJt4fWUiyMsbH3zzhhgohmaVFFkWr19Pug57puf0fdkXPvPnk9XSVRNN8vKcfHdpfJwkzQF4FAoAmq9ROW+yadJKbPK67jp2gO8xoWGlSdBxhejxUaHk1mQdblXNZt5/cO+rf7+JtMpuHzXdc11VxpE8qFLPyQKDoU1Z3emiVS9tQut3lVcOCLAkqleIe3lhcdEC9lGqEFiUIBFPHcnQp0h1dxaDhYXrDzJNjqwzzapsKTJFHn31VEGjarsIVma9WLV3v3tfmiygvM0vHhLMYlP9hXu0eQQa2W7991vD0YjKwjFrt45a7uBRXcdXxm0FZfM3KGtRpbS3Km0NHWQpKqMxBATQVco49o6BJy3BPDnomSC6bZI42+MC6e5sOPXeQaQnadN/RmEdEB2lEhzPRObFomt28Fp2P3PXUKaC855QZr10h17cNcrXuYesXn4QGgnt9NJvXBhSVQDahXUdPEtBw+XpRNxjsYFnq4AiD444RFvBFYZ7VZatFpxkwPNLddZuIpUtpCKaAgiVSxWjUxZ4ptRHIOV0FjWpyJrmGJAV1JgEkACLEOcAEcIGgkEgCIAHxLKgrZLnCKcJJgzChg1Zz3Md0sYqzysU0t4xEYKBbJw+VIAwSXXv567t/+u0hKprVkoJICFYBRWscA1SNLoXMDWdobuPAkPXBvfDkA29joq/0YPni7pNXk5/i1gdEXV2zGa+xAlWAMSQRxKBlG37ZUDns7qQpP33orBclURoUVy7AEf//8fSfzbqmiXUedqcnxzeHnfc5+6Q+p3MPZgZpABAkSEIUrbIkWyWa5Q+y/cE/wX+CP0CuUkElVtkqUSQokEYcABxM6Onu033y2Tm8+X1yvp87+MOQ+hdrXavWWnIRZ/kNlS6YddRcDNMPfusDfYX/eCNwZH6a231uRoHcKFnQllDvPjTv8pDiTG0EYWToafUmiSvNUEnruNfvE8ViGuEVjXFPz0VZ1E28YuMhaRgyytIq2MHbDdms5p+Oh1Y5ezitv2TwshQf93eAcs/wihX9tV9z375Mas8cCHZ+F4GiCrZtd09Zx6VUDNfTo22p6Sgp5eWq6QPkWmUnIluhm9g8mDRMxh1N7XvGNTNvFoU9NRfXbOfIPoTTq2XSNjJLYV9Fmd49D3bg1bf7JzRibZIIJijimeBRtFrexiUh/oOjk2EX9ElrQKujSbNrmgfjSvCcD19eXXSuvvloFNDV6jIhl+OpTj1QIJBxhapWx7nd3u08mQSrZZNHYpNKBVuaOeq4m7LFlEVJ2VP02SyFoMrSuoTwiWcNxt6bjebrzJrqi0zHaVsnSawB3/E//a1+4+L0chMl9WDPKjTFNAQe4UW5vfH9O2mFb1cHTnu3lHs7sGQQ567L9zpPM7FMdCRxEmqAHe1AROVbDUAO9hS2uEi68M3+9KCA/h3rGWPfejQqDiHOl9/+uPAe3QNRMMtNo830XqzSBdiGT/Z2Mke+u0xNFr2/Xt6C/PPR9HEHJ3njqrKplUO5i5hpdbVZwbeiPOnXrMWXt6rtmbqCz6vSKCsNo4aXQFQw42S4uzu23n3zrgdwl1gvswwBcOiE6wZdXBbHek334W1E+krLuDULGstVf+OzJ7eRdGURtMUtU0HV9JC+BOA0C5GuaxACReEhAqAEKID+3vHJo9Gumcar85ezqdaGJbo39KLzsu8gFcFZwpvbhPwQ9L6OdV+5RXZbKmYb2+/y68o5/GTvx2+vDUCqmiY5ffSZs6UNrXPFcEKKZyX7tQ4HOtJQ9f5tOe3I3gA/+JDYa3C6bM8SkOmgw6vRrr1XSaCp6wYpbQlmdc7ZtqAdBYC8Ki28KNujPRiWcr4hquRtmYwH+jwRQsW+pziWalS0blreSgAhkwBAgCCEEAAgSbcj6kVhKmjU76GOndFSGfJ5vN4VyZHabCu+aRzomR2/f7MGbQmJWjxyFeXy5ZoqeFsg1wg4p6g38Tohh3XBaVEkOfZ6ZJNBvzR2p8U/3RVqs/6rjUxnj9brilysB6gwd/h22CoS0qI27+9gVeOs0FlquMDvuwhqfo95Gny/qEnXsZ/i3q1WzEOBUWDblfm0eenmT3t73TcffwHADyb8JoVALIrM9DbEceuAVTWQhGkJ7zx6SDbbLCku0y3ECgFguKvnaQ0baU06Ta7wmqGCnjzc55LWWmt4cN446YHr/rN99CdbelM+gpvF6+wa35v6z/DydVRc3ns6vLxawFxoSTZDlmqqVQGYZzY8G5j6qkCaqcVYeKR8XV2NzNH7Jj1uu3e87DkkRvmMmv/weKjtfhSXzRPPOOjMvprLzx7Zp+/uHj7wB51Ocwn/bK6b/WadXHgzEXpacZsMdISLNqMVa7PoJo1WbXenc++T6cBWcNoYhtppue12pYo5jc4suVW08oeABMnlvwIVBrnHDAIBSDWirlW9HWkX66w/0eaR0mAFj2mGNbutS8ppFqOy5hCt3X4RzzK1dFpRcLDbFQu9XC4Vn6AawUpQkMxKwO0ewlzP7qLdH37ct/VbPbxQ0O35qmilq4jVMv78sdUd67Zlpe/eR0g2GkwbdRu1I6wOjz/I88XYjq6zaKxxtVfWjWxq0NGQXwklBL6NW07D9CbncZgNDp6MuyPt/nZbhOVtxPwu13/76d6dX/Lq8t5d8icX47H54u1Z+TqXA7No6aN9/Ooq/ckabVvvt/062qDG8keyoG1CMFW5VQk+XzZA05DJ7lJZzLadB5ak3Dpyr+cyWgccwmc/mJS3xY+AtwKwZvsq+O4DAi/qQGjedHd/fTNnZWF0JqYuKrNb3MzuUqvj5u6jXaxaSRrqYdlBqNcD6SZSdNnSisKG1wIpmmahCg4ePPR2PYKq+Gqz8jUWsyaO+d+eVg8N0HL9KswEZOYemEC42rTkC68uu2Kj2f+Ns/nfnu8N9U+U/Cxn4rcPl5fU56vrOXNQWQpi6mYYrO/vkpoByaDeamZXZChTanXAVUAcYPAT2nhOtbvPbsPip6X1fSQGmlG5zBdoK6TdUwzEsKsCS+lUYr7kNmqIxRTMoEOWdYM1ObX1katUHPsaTBkrgOBAQgQRlwBCIIAEgHgxOdnxQFvSCMgG9wfWNit1oMVcXxWIMQW5w37Pb3NRcGD4hjHLxzQOYJGbjiXgciX5br/T7YfzqrRBSsWeXtmmYgK7M0DVjGSNv3uo8F+oV9twOn/98loovMEurnSsY6TqBO4+GHRV4Vk0l7QEUhH7Xb/ROl2HvfubN/LIrzp7+IHXgFkxxzhkj0905Z8PItdR//x9+Qle/LalBhlJjKqMKqNUdaysooa7ac1EWlp9pzcc52nD6bbc1rqNxl2lRcr7GRljre/ufvs2qoKwGLCWGc6RBtg2b/Ts58vytmT13h6FlklOfs9LcmjckHWNtfPV3sO9KbZCbDbTqgh5dN14HVMQMemxi8sK54L0NU2kvR3FvoWu5S+LhYodgCXHmwlVfzhptjk8P60dJf3w1/a/fpWs5/JoYoeBvHe0y8KEjXYHj+X3OzIx/ec//1mOZuk27u49GPftptqui4gFG7Gte/eGg4nTnXZhhEeWzhIqpwazCC0SsIi2u/w8CXKZK5iT3wY/9MD7v3PaWFFpiUAXJ7XbFXUiKMSsCTBGmxkbGQrIc53wTSUsCakcmJuIiRYCPQa0r5A4o3qBd6d9kSYp57CuUdN296brTKlZwdv65uYCSRQtYkVlu0pWNez9GqkS4s+dq2O/M9fvWiWnjV7DG1soZdtOsqvli7FGQqA/3J00jW63si6SjoqSOQzqmjbIqbCiVpuoLNqyAWXMNeVOaWruav3piVidlbMvfxwPdhyMVd/vVAZoPxzZ32zuPayjQK2aG2B2dPXzD5/eQe31fOk6zQNbsqCJqbJljEv6uWbd0do+MD3ZNho8edq/XiyzQnJXFYeD3kTPrwt5ffs+EbVJfo9V/4q+bAH4hkkCwHFPnF1shsS0Wm5j2QqYVCxDq0vZX0TS/yaZff/T8XHrs9PjDgoW7j0obuq43/GzqsS1MCyiOfbjzrH0J1wY69cL3lFyKqu1dPa9kc2rGYc7TNQYdzTzGYz/qjKGrubKwfPLNX4gFdYcy01H3QYI7xn/RIufc549OuzWq2LBZCWrTWJrxFPgdkvcjnZzVX1xpN6STivCHV382cvSdI2XsJ7UGrmFLmUO1GhZrUUZxlXjO7YrR0OFcMWWJGKEAXIwtZJGpFGZY6DoyNaxoI1ukoSKlnIFy0ZiS5NFI6QUAEkspEQQAElobrU6RjSuWnOxgS3hD/b6rgjetg72leFe98Fk8vrbxatXpe6nn/fbWVjlDtgWig0LSfQYdzVkzDYFAFhQ6NfBiznc3UQI+8ZYdZ1eyYduOdz9vuM/bLj2nehd5L4/UzHQwETlnm5Eu91jB0yBkg93N7dp1eaAoPH+gMXbnYfDiAECTaVwO90UfjpkXqe3G93ryyuFrZa3zodD9h/OGNPXwLXEoCVmsbhzODOtdhM3VBBLwxff3HRhXRZgHVcHY4c/6qJF27ltdMeuj/ug20n/t/nyfObvCla6u4RzBeKjjjbxH/1I+5v//ta5yuWfby7PWbUPvvcDMKj8RzDenBpJo0fxcug744eDb86DXNbyIuncnwAN3txeZa5DKznujM1VmaODvgSAgn3d+S8dKm+qhRga88rXgu92XYIihYTzWTt0bB5H9l7v3mhQq8aBvPs3371M+fa7P/9658NPdoptrPJrkbO6TqB9tOf2n06ejuxSKEpbZnmqKMrhiVHn4S+/ez/SuVIV6W6UlTX5bfzzn4NfPu+lPwMnP1BPV2u7Z2ZhYUO3yXkEPHuoslnSH+i3l1usK7SitgTztuyjNlewStWtLByg9AHPCDREsol0xIDkbZjmT479rcKCBmhMZg7fvDg77OBN1aBUBDXLKSNS/t6zTjsyiUkOn4B1Tw22VDPNJyUFHgmSTNZ00bHt6U4VskHvYDL5sObl9S9+Voh1BYBFmKmxDgSdAZjHoLXoOlimC54Ipu3tTu8/EN8s65NH4e2MS2b/aZy3FG22FxUii3O7P/jkePKT7ygm5levZv/H333WHw6uXm/DPNUMy1EIayx3UH4VVoGs8e3lvf09EuVnW4ax/9Fv7F2U223Om5ALyeMgmJgEKO3Kc5QtPyHNVQUmWNdKwVmu+BYCyBz4QbQ5vZ2XdS357OHv/IN3/ij9m7+ZPDQLlBvlEBaVDshI6VMXYAZ37w9pyHd2pt6gY0KZxYWnpWdfb6I2hx5ZvovXCvzYUo/y2SXApeKBf19nVldTzPrVPINI0SLvJS1PG/Kw+67kTp6GUSdeXhm93bzQJNaaorAsRena5/OtAdTbsPnDg/abtbBMZLvqXrf59CORL8ob13owkUOFHo8MVMBdzWCgPFfAQ0LXFV1fS83CIdGNNmUUzkPZ6Vn7UyuNsqKR60gMuqSuakNFqkpMBTYUQiCxFBBDAYCQQAIAJCR3FQ8uKxuilmaurbOuvqDN643xwXEfFKC8Zs9vlk1Rfv++VloOWMyAUF9tpAuROdIvb4Q5xA6EGwbTJN0da7eR8uieFm1Fz6R9xBMF5JrtElztotHjHrqAX/zh6K/fUKZN91FjBJmfVgdFgzGiH/RtAxIIl+uyaVsLsExzsJ1WVSEQnUaZnNJ3r7b6t6dWz4Gu0705UzGUt2GbgYIRANSY6vUWEzjufmCI2R0wG6zjxaogKF+2kLRwqENTr2+XcdqYiTeIL0KZvgIw5ib9te99mDc5aMjqNA/aRXO5Rod+9MI6Inn0e48zB/a/eg7yevWnQXsR2Z/eRzt2/Z6OTRcycPF63T3Q6FmtPeyAKLwNm91HVniVGV0VSWponcNGujrVG15i/Y/j4Udi7zmw/r5w+BUIerf6rrHK6cmUag7alBpeFN9cXfljTxPNtMGurvzef/fPfrJZXV3d9mhcsUTm7bGh3/tgMjx04SJvFnkFoebx6SFZ3QVFkQnT/Okv8u6D8eSRNvjdWfmihX+MtRDgkTH7Npk4HeCza11MDUQV3DYtPZNHu9rNqrJsjrnkrB0INcLoVuQUSC7l7/s9J2fdfvsvl/EaCLtJdzWxbVQk9bBgPlnU5KhWQN5Xxl/0rv/nM15XBpFDz7CGg8k90fli/CaQdqCpH3e9P7zP/vgdEyBoVSNmBba6/rhnK/K6ZJiQe5OnR8cXry7eOofgLhrIxsVAISBowbsl6Njg2Nd7jL5YBNdQ75+Au78910f2gUmO7j1ZoYyb+vh/+brcB3ptQxTFq+VfpQ4QeaPCLvU+4+2/+3a75yKflA2xTsOYGsoyb48UumVgOtq9sYWHuBUhdU+5eXkLkDjA+ZrT6TNr9jIFQTuxja1aBRPi0qaPQFmruwz+5lE3C0oqaKOAUKRFFXEuAAA3787KzgKn11pwwAoFtdEAGCawzTa6uBbHj8blFTMfeBLriiabNi6K6MWmLmHeI3S7bPqmyVX120L+5qhjNHUbNVsukcxBwtsaaLtaVkfWZcoKo4nJNtkKhr5LhGoIV6F3yUyMjZNup43pMmrbAuzrdPcI/39eg893OEA0TNRMAXECEomjVbEhsK+D71pOWk6lZJTLGJwNcZOqlDVGxi2ngZVsoMS8UhJYEVJIZbeDnSHKG97QEkitZSJFikEAbSGCSEoA/+OBAQAAEMoaIHhaUAO3VcE90AQtIZp2epUXuZqzduy1+1ptErBcivOZqFH9eIQ9BINElKpaCixUq4rXlsV/+aIGoEGK7FigoSLLu1i3dAOGhhq+y+LTi886ShrnNuX7D7Fxb7p7UXTfrJRZwbydRFjPHk/uwpndq3GLq4wpptoCbFpm0ZaZ65AcPZoqtYmKXM++lcV1uTdh+UIWadurowK3l1sEBe59MarLTaUYmtts1xITM6JllVU+IFPXz8P4TdsUi9oSY/eDCbLZ/Ge3JKvJDbnfA3cJ3BQYA9ik/DFTrNc3V1u5nd+N7pl12yrHNXwG60BBHV9dNaSWkpdbXb1/X/z83aXfcc7PK9vjOpKz02Ds97MWpbSFY62eBxMuCGO+4l7U/P8Lb1R5+H2iX+RZt3a312VNrJ/dCYyC413fUBxDr0AJBUZLYPjK8NUv57M0fLyrXH552Z10DncxMe0R0fPTMilzxcSGAlRTTVjLMqGaw8P9rieVyDYcslH+6M79BqxJn1qKXfEtrVGvE82ikSev3qyHQ62utcNHO1+d3h30HGW7RobWZ2KR0qO+RfMEM/OgK55NsYngd4H+eXdAi8XSIRdFltf5/sTfMiZStpFRLRSYsfV3kW+oiqmrbT0+6oCH/f1HxvbN5qg3kbOqRtHudNf5nfSXf3lpIr/x+QOvNXE4m9k+xVHPrINGf9VElxAv0LDXR6kGaLYUKMognKphJKN3WHVgf2fQ73ua4r1s55YDaZjnyy34/qBKq91n94iQ1aauG6l5vkqcvMpgyg2zrq2m43bmSbGl5k24/qDnrmG7WRc2VFV7okmFv1sEoPEtPQq4UouRI8+iChQ00Igv3Imr1goGZqkEuDb6tpNkC+W6ro6BQjzHHnS1wd56HQqRAGAiS0aL92AGCALXVT0aOYyJNCHv8sA38dHUTy1FP9AVATUTQw5ePl+1VSCodEC2RSayUMW5yhqb80biI1Z/1ToIQK3ioMo0KOyElxjl67T0bEmWkm7sSSeM1qqtaKvbsQEgkw8s8eVKNpTuuoRr4HQBhi6oIFI0sQrlSpgDrTgLwRrCukWKz9+dU5nHUAdOA4gAYF3uTNS+3kFc36zzhmWqDSQFvGprLCcD7WZWHndQXYLRQMsKoSiobRlredUwjSAJAQIQSCgBkFIQUdCaSas/0E35/n2ub4SqiX6fU8AgYXZXy3Kx4IZBieLbZVT7VsNaCicO15X9Q892vOe/3EKdrerS7ypVUvCsTaCV6D2L9DSi+4SroFhuyglpZn/ybVUm+z/0pbaQluK6yOpZ4UZbyMERctsVRapGdL/YLEs901XL17U8YMjHcVg99B3FJYFVcQ5pv9mxPHqadiNmpGVr5TfJxjLNwe5kdjE3O00LZM6B70qxLZuaVgAzRLYZNKAPqqq+FVPHwA2mO3zyD4/SvEKtvAvbcug8/KJXvp7rW477jlasVmH7+POdT54Q0dLsoQfvqjZG4Vx1G9nVRLpWeZR8vYqefjx6eZEeIZ3mQDO1zkR8e7YFOfN2jbYpdARQwx/vdyrkI8YSWn7kFK9Hq282+Pf5KKe61tctTzk+6vzVn63y3Ra7QGXpXs9oeR016PBe8upny9O3ss3pD446Dx75Pdu3Ab7bLLdpbtqq1zc4QOcvF0FKjj9xw4ysKo1Z+PEd178lQyitLYsMY9UWxz757mrt6dISpj2xy6oEOnr7/GyqF+lF++ze7iIJAVYdn9yF5VDB+wb9wUnP8UiGiF7CR469fyT+13mVmNbAaw528cUKzmac7UCl45XnG9lWgBTjh+bk/v0QgcAI6bX0dU+tVsyeeXrn+Icf/NFSGz8Zi7MmTukNS2y9NWwiYw2LUGXs7FWAaX3YK9MUD6d7Gy1FsewhZAsJYWnYZtyUq3UThvnxR5nRV2rGmiCJ27r3tZmd3wV/70iu2KMfHubPjSLbBk3g6GTiiN/pq+8bGJMmHzcDqE+Etd3UooH3B+4iT3BTTO4N/ck4asBqdhMvSsO3m6QmmgITYHBAG3ixjQcH/szUqoDrBIwNrEzRoFSSYmsf7CHX20Vt2bWusIYEE2UNLaBr2q5NipxUo+HwGMfPt09U9U0ZtYFo1elwbCsEZ3dpZ8IfnpjxqlzfZbOYYc0yeII5pmbhqvz9hfzMB9dqGzGD2zatGWjiJuGKhiCGRttos5s8ZfaOSfJWrUHiG5Dg7qp+6+gr1uxagqrqIqpsIN0+aFWy3raHI/t9LesIMcKxQSRQixKknMZSDm2S1drv9GGnBzLNFRE0BT4ZmVvgz/OqbzeLqHCQAnOhG7CR3FRB0yDMGOMAMAAQVBXIOQAIQACkhFICAAAhRNuZOimQRBWTXi9YC8uoZVIIBbZR63e6BcGvLts9mxOfPnvqxmljeaQRgOvW6V3bNdK9I+fVWbZK5G+ecLXXc/pmwS0NGdrEYbbcMkzWdJLxYp2Zj5TezjgDRFNcY6vZLalZc5mm+gnOm+pilbYG45zOy4rlcp/UFJHG6l4F7GjS+gp893zVltF4amKRv3/THlq95VkBqFbCK6vPC+zMZzjCJLjkqqYrbkeCDS6XI6aQUmfS5kD95kJGJX16bxyftd7HKtHi2S9uVavVAY+Fkm9iIzWLt0lK29FU27zstdWih9vwz99+c0rsTYdUK2c4kYh2O3r0vh4MuyhV+x9N3vwigJXWt7VfLNajsfuTN+9/+PEH5Sp6c7d9MsDYsBBCv7jN/8HnxrTruBfHW1v9etsSnVwgrzAck+aAsff/v9sHv/EwXifJXXF/YLw+D/OSNqDRrm5+dB+HcaHY2s5YJYqR3CxmSQVd0NQsjSFEap5xaXTydV4mUZ56qqLarIDBnX5AL9/J/q52t5CuQW3D/1TKvEq/WsfbIHigo8mJzHZAUymjXRhsCxaWyxyOjfzEhZXADTJWnUk26QUtdhdnQ32Mp71JeX5gou5jJ1aNZWjOt9+geilPo8lkolXJSJVYCLKD2TdL7YMU33CntQww22Dxtg5QnYUfF+OSexZ4f1lVczj24E4rTNeKwkyRW582w6H/9SW+Px5nqQSkf9+B/hhvabkIt+EtBX3NKrKwEZvTxVVA92XkOQK4vjvCjxt7Z8f4+Z++otnh6e21ZmkmBm3dvl1JUzq/+WA8Gqo7Blk+X/5s2eik7dg0CuqIl0e2Va1Wd6Eok1Co+Ni1I0nDVQElxK6eXmysT3bHz/bXr9b8ZeL2+sn1EvzuE3SzjfR6qnfjwOsf9a9XLOlbcNIRS4p4LQogWnanikPNOL5/oKGKdQkN4qcIX9TQagu9AFjtGiP3fLkNVmvPBTdFiAnas5KLSCBJ7lvodsV8CO8Y6hP92fcfv9gkmRRVatN1RhsKgTPqdtLVlTAAJ0sagyPTavPqVQGNiTibpfc93LXZm5tmZAHfR7MGtDfcNfBCsicDBxcnq9VS0+QzHnSum18K+Qmw8424M6d9mS3uUr3bmqkSFHLOC1cH92329W3z4ZGS5W1Ri6FCQMuEJtch7RgwKqVlgKSWlgUElAQALpEEUgIAJCBYoipm65KNu6LjgUcn400SFBv1q+fRFw9sXnEqQG+stYDaKs3W9HB/UtX1tsiyZdzV9VlMO0B+//P+fFmWjMaNiJIWiwqpmrsskEkHe66yO9TQBl1vXvw8Ht33ux90i0jrVMSndhM0UsG4KvPMyVJkY72thKkjAnlcA+gYjWh6bgMRCErN2+82rYXMdVAsjw/ddZq3j1BwIWvNxXwLikyaHAS1pd6/vqqHOh27MTHCK08Nq37F0cvG6BnIrj06PtKSi2JxZySXLiiVGsShiJbA67huvV6wCktUvG1evgqkKGcRebsCXkd5tGv0RGdzMPJ002Gp9nFn8yrMonpxEx5NNYpbJV89tgzUgk+sXZGTmuPPe851WOz55DItj3vm63m+cdRveZuFAbbs7+0SvZ91Le3dHXeIcPty9eJVLvQHB/YmrFXZ9Abi5XVUpSKu1p6vfzLuwiiPk5ZotAF1saY93aRSa6CUJrdyzYTKt69oZ08RhKvF9dfnb04eif5DuFqsRwfehqpnN1UZ8b2x+eu6zEdtKowsaaIGTydgc7OiqXU4hd6uUibGMmUd3gZ1uZnfPu2CPFYEqqtDrXWrR47avguD7eQnkVnLrNOz+/sDts122Oo3/sB6T7vVKrg3m4VnyRixSU+cnp7CLxBF5tVVUv6zNv61B0obV9/E5i3w+9KUdZznSmK6B/ZiU1JihEs4ffYUoyq8vN0bDUfe+N3s5qoo61KivG3jKlQ7FKfNdjOSJqD2WZAqq4JeZHndrv7sTDtE/WNTPcd10dQA2EAFgNo9Bym8co3L6wgS+OAe8n0VF8VfpvWjsXu6qdeXqa5WQEMdU+M9q13Hn/9u5+LruGKN/2tTVvH1/3Imx6b1cZ9Jl3TN0wv+6GSf5+3pqTw+dox9t9PFs79YH0k/GSwq6HAORlABdmc4drIyPr0NVJgwW6oN6sq8yJRMouEoMrDePbDO4WB+sTKxVlZNTclkONIqugy4a2lPPQ3wahnV3s2lusz2DhxnoqU9Yx5plPIl4wBroGryc1Ax8BZXIhZ9DZglYoXwjpTbjfA1sNuF4RboKt4fgqzii7Q5ejz8q5XpPfL+3oH7mxq2v73+GxV9+37yZ8Dsl01ety0hfJNuWgEFYxIplTrl6Hd62s9v6r4tVdA0isqLFiEgFeiaOC6ZZ0ABIZRCgYBxIAEAQggJAJCEaLDgTDbt1WUpQV1sZYDIsw5+etL3nUbRZZbC3b7Emnn2rpj25HxbKyp0Bh2gtk1Wa77DBDy/a7gUlm5AhVsuBpyorkkF6dhmlfL26xvN52HFx3v3vXt9XKrexoOoy7mlh0knYqjeMo3JklHTqksuMkl7pSQKYXWi2nxb2WW1Qf00LPkqy1EyfbiXXca3PDe5Yz12TEAWG0SbuBPdODX6xUufh+WlUJ3PFPNxL83ieMfNrrQbtRsuhbHo9NwhsEW37xgW1NlGNkI4SNvp70w74t3fhibY0BaH6y4CStcfglJ6vZO+pcf5qmI3m9vzMuor2q//qHcwlI2vZOsBto2z7+bOqC/KhpbJpINfXEUf+/J02xz0PMDoFx/0rre8pvkvbi7yov1038RDc/J4+NfX3C9Y1yVtXRUCIaT1uuLsLCiE2uuIpmgGY031x69eZ5+Ndz/9aK/IYFWmd6c3kiDD7xDLgUSc3i4vLpZ7o/3BB4/0PKsgr5pFOZstNIYgWC3lJ0N2o6c9poFMO37S/emXmzbnvcmQNalwxTPY//pu86APzgbqfF0qEJat+rjHlxWGhG8Xm7MqqSrn50G8fzJxj6fan89XC4BUrX2+dp+Io8fGB4bNXLsNZliUckv3UX56qx3/wOSAr8t8r4dLQ10CII+s+Jtc+d6cn2KzdP2PW3xTpHfc5nRDaPc9tCaDNChchZr1sMUu7T3cxgJ77Fy1sCEnQHKgJ/OCF2mSZGaXXG2TQUNGfqc1JXKVE1UUxK7m65vv0nuf7NiaZsZWPvGbtxfVA+V1caFsyo7h4gOzZubF+8V45CAVaF3ncd9aYHX9/hYghaYl7FoP98iblxGkZtsArnWyrDI/3xt34eXPznbuK1hCo2jKuHMw8MefAaK2Fz++hiqefja4elcM9YP1be6YpWESUKGyztMotwnN1jFAOiNYsATnQaniJMNc6loBLE3/6PHuPFrfBGmUJ03GoQSPfXvVkm9Wya6hMKxeC8oQzy9jtaM2rBwZUHQnCty5Vh8PBvNwHoFRRq0GJU1J4F1LHJvWKUu26Hv7Io9hQxVNyPMVVUztySePNevA+8/+YOd4UW5X37zGY7tar5JfeDiocErLtQAY2hGVSORroCpA6iDndPAIyx4ErOUSNqLlGpISKpKJsGAQgYiCqpauATmV/FdYRoBfEWASExDN0gcHepTrCfTubovEFXt73QxmQrHKm/hpz7L7dhFVAIO3VfHIqufX2Oj0JibO3A5sMsuwpKWoVCJT1XVS5UBSGNBi10jO42H3CHonll5VDz6eXM+RNBjRRFnTThJR6qi1KAm62WwsFg0IzmrXKAoSMfhQKTMIAIJV7CDZP7CNvF1sQ55m4x19WAjRIZ2mNe4i8tnet7nlP9B8pRx+WX/xRj7/qngO7H+01xkcoFRJH3++Oz6yX/2bqtLhmrrjKneqIOUGbE1YdgBGmBa4SUBTVTPEugdmL3pU10VZPp48zWZn1zdFyMs43HT0PrNdvim6x/rDAzfOXLVt7u5mA4z7Rbw3lI9VUHrKWUVOxmi1KU2EmGYdWeI6s83heF8WGSW//xD85bfxMhTDHvrZd1Wv6xHJLt8suIolIJ6qSq4wT0Wb7TxFKoLRPPviqPOjf/px3nig1j2j2K4SCagz2u12px1HX9OSIF3nFscEMul6Rl1lTXC9erc4eQDMENBS+ebL9thpkdn2H9in79f7zzogmp2+nDtHJAzo1+lstIOuauwsQvfYBMuq6dnLEGDIrYdaFDbzLdhuU7PPV9+rZ2v27q86vmt+Znc/+z9X6N0743cm5ct4HPG7sfnVLOuHWeIC7IpPneIXX5HdAWaGG6uoka1eO8FN7vLVQTERhi1fXfcgzoUK0kjpktnkvlo2LTLRgf2z99m9kXtysnv/hyd/9uOfGgzhqDmdMYTJjqY/5Pnf37/3p4suBN/hupwvywYIQ4Obhmmuj8dqUjJvKQOWd0HeZVlgFA/pySZuK0S6CJMqC5tKc/jLs+TBnrpN+c28NJzN9x8od/0H+MXrF69nKQGyAZM9o1TtvZ75Wg6zDSupDnKX7n+8/g8R8BprsXrf8+hv7tX//m17evvh7z/CtTP9/HvJzbuObwgUbcPtqD96/fKq2+meBre60euR6Khv3d1gItlBHLZZQjvImbq0rZcBDy4KDVQ7A9uA7P26OYsbhsoPe12chUVNzRKYALdQbBOMBxbl0g7Tc9ABVTELe/6jPYIiJt/2J81sCSSnoy44XzDPgAsOtA65CekTLKUC9M5o7Z88bx+Sm9boeM2+mjZGFetCDb9JqNhc1TRUgV42qKO4fRXM64wCVgDXReI6xE875JebXLEQyBjXAWdQVdSINhAJ0srDESgTkHAA0H8kMr/yTCSjxd0mV2wVKNrhLj4N4Ye7+O/+6ta7Z2OTnDeKFhP5KnMdfHyg3qziX3wTPj25d3i/VxUs38ZlnJJdU4UtLWATZP0JSiMy7ZKkSGql7mIiarqZpbo3eHDs6ovw9MXslmY9WyPTEeXV7/+jvehP0CamOmhU1QwHiCWiJxAQKsspQXJgitllUPH62PMVQsb3/RffbsohaIvK6nJ26F38PLK0QrjgUu014MFvdjf/TFP+b/dOLr/Yr8RCqx3Y5Df/7vrJyIMVrJ6Nxeaar85Ho6EnY1yWFWKYNRSFSMZhrLaCIA02NQQCFVVWYoOhPA+CEiuDe31vbAErkKT97sV696Rz78TvUZs3tKESMLrmVpRBSPSoBYjA1lVQ3dymaHTQQ7q9tzuZlWFNwPf/8yftelUAiRnq6vX1KvX2DVaDnu8oQsSplgVbWrUGr/MK2UAtCabcUqTCs+DldahoOa8ACLm1w06j0kH1vtHb/8FJAsu2pXnQKAotI9FylOVAApCl+GSqvo8KPwPTi1XNrB7ZaFP8rO+n82I8NOIpVAQnCNMamZXSWmCZUiCQ3hvkJYeWMgRkZzRKf60q1JlCQe//4HVYx7hft3/o9v4F3S4zCeP8tlL2XHVZyx2S3rF7A/k//w3amcpfXNP7v4e33+XchfOA8C6w7g8EJat3M8MwGqk+VtjVWO+W5c23C7x7NOkN5m/j8cnOZd24q8X4FCrpxtHaXHYe3nOTeHb1tglz5W8X0tSsZ+AgVkq1LQxSwS6xcUcinofNCMkyYTVioSLHLSu3dTwuNAVYA02jMg66uAyHdqt+4F/drVUiv/cYPX/D/uLrVnfe7x63PQ42Iew+6ENzWG7l6TVSixoSDelQqEBNgK7ue5+g8wU6iO/Sf/F8aHSbD/bB4aGTqTIrjMlUQelyVZWCn333VvMUBGLE4b6an1VtshC7hlKTdl4Dy3RsmTIqxqZmrlJi2DNGn28rBYkdT+1XfKDiOKG2oU8gWVfFECJpm3lPl60KZNWUqSveJpoOjTQJVSBRzx1YTmeoIRoXQRlI3vJa1htwRGkHaTOJIgo+MkfvGwsmd48O2qtXcPYl+fDBrv0Qlu++UUUYJAYGlsR6TygRY1ct/MgdbIt62DsJt6+73IqD0gIgqpBqckiAqreiQUCiFgpIwPUG4F+JFwT+41XKr5JsT4VPn/hNiWlUnqYt1gAB0h4iJqrgbfPwo73ocu2qNRqM1wGHsnP02C8yZb5tTFOd7nW3Kk4r2reszkRfLDIA8GjPSzKpdu038XJsSZA3jorbQpaZMvxorza4V7QCaaBHnv7jbou03/snQ/s7yctNloJODs5T8mTHvl1UFEqpgPo6KEpu2pqgtFzT5VWum4bjmMQT6+uknqXH93ZgDdYb7eDYqFL+NZbDZ3Qu30WJ3lLLG+Ptu+Jo25bfZD6MnxzmnCojJScg1Kuc89QkSSXTEmeoahGDorXSBVARp6QhnDoGsge23dF0u+9PLUm4bYtoGfdaqGUxBF5XMWZbp0gRUOnAytKmnhClWLE9G4Gs+MBTWkUxOLNBOx2oijKSFSxN/aJYbBtaxvya1xYBeQiJ3zEFni1bFWWGqTEFXZ4lLSP/5OloPJQao4DTMqse7KKrJR7tda9vs+jLNBJUAvV4cuh22HIVMckHrkGMYhVFmIEs0M8v22dH7Pk39eEu0HXw7lbqA3Z9STVkuL719KPu6v3p/D6yr/nINoyj4dmdsJ1Wg3THxfNA8RArIFpLP+eje+ul87Nt59EGKgAWBV+UxdcmtTT5UzY00E0GHory/Ab1PFBW8KJSrxLZHwpTAexdrEmqU7wxavUMZt+gr67Yg1Z1KGiLanbZgA/0xO4YrlOsC306UU3j7OJ6su+vU/n2ChrAahF1LG31XTo6HBrfs775eXlcdEqWfwlWHw4n2krdCJEuqsLMhdp2bD9RhNMx+oZGhNIqTduytk/2nQ5ljG+CNKL3ng6zrNSr1oB6VxHfzcvJiXXYaGZXfndWt0CaPdWw9Pwmaka69YFefxnv7ey2RRn5RJiZViY9NB30fWX/5MHf60f/62v/ZHd/8ljv1t9+ezoLJNbcBmZStzp9CAhJg+zZ3uBstnR07dmhM7vYFpnAhmpLWiZyvRUdX98zQablow4Z5dDKm7OkVSBYc/xAlxqDLpI5wMTTkdPFEvhCUUUdU6arrFZAK9YKVXkF66C+IZo90CMN7/TGyfWMdv0oz4J1S6CY2LguQY7c21dxr9Ocna7syaiEBzeL4oMRGA/9ZFm5nk25VPtOnPB0vc4AAjXd7ahNsValQTDMmOPAGCgAqJBimUZSQTXRVAlwyYRCJBCgZwJGpZRASCl+lTFplbA6ur1rimS9bJrZRs831ScHWktA2iRdlOZNbgyd6ah7l1c5zW1VtFpT5oy3Ts0GAhsQ5Jt1utWzlnEZ4XbVntzzT0/jB0/t63e3uuPIzBkdQ2/AFo168PFIXwqlzHSTkRW9njfYkFXMPCYpMR73wci30DqaGvL+s97tNuWX1NZ6OC1C3KbNesdUqvk6Un1CEtaoJ+PeyztGbEIwHN1GyeWiO4C3ULvRPEMlIdBrKlWVFJl9AUjCW+Xli8fuQd6CAaFtHjVKyNUNBClgOVNVzhzRIlPlyMSt6enY4LRltX7ShdGGJ682eZGFyRpyMrjvgq6yjRlELcLi40N7mcY0qHnVgAFZ3eT3d6x1ZbiGnuV156R3tQDOISiw01FBBaWmqQNTtVy6SMVyEd0/mHR62moRNVAnsEyzhnHl3rEDatgbo0FHvPz6zoNc6djxLO1N9lQd6cPsOs7MvnWxrkC1Au9vU8YdU6dKnemyUXUgmzTgigpncXsdAc2BjMmwAv+8X/9kjjiter11MJmsa6SNGkviUaalby73RuP1htmWmbBU3dHaluTA0Dru1Hee1Ivihu1ntHiLpx8O390lh0W6fFdDxCpRIE28nwv/QC4LFG0lJHxHa6HeUfX24j3X/xG5u+ZaR83/mCNM2jfmNONnYZE78kf/5N5PaffurLwP8NV2c3vrPtrv9nGTpOk2Mx74VbAmLVSGjA965tev45Pf2H12mGazpC6yPaU5n82HRBsrOhGaZBFHABQF44jrCheA4xZRCRLDZR6rSFEwXdTTe0qall99s/jwxPz84731iu7t1SJJXr/e9lYgKYGDkdxlVR2WXGrdUZNmSGUUZ6gmnQ/HmV2rn2orBB4BY/7LuPvr+3v//A/NoHk8cOfU872r85ttNtsKB6sTR7kRZVlACJIY1K35pGP+zXe3U9fsa8AyyWyWaLb2xcfDYJZ9Gwo3K9pGZrV6IeE+NCayZQqv66JjGjoW9y3Sqg2v82HHNusGqUIdAkrAQMOCiQIkLhd5C8KmxAFWnD6a17yFvOSdI8e2DLgR8cWSAnChqKBME5k0vljcsR/2jINxd9SwGfSMI6VZznc9r2hQq6y4JobOIErjqBRW3biGcl4VT8G4ksUVpUMfA5cZNqhjIKiwdEAwBlIO+jBeM8EFlFBwKQEAEBBYmrHA0zG5oQ6TyafPnP/w1+GOKB/ec3d//2B1Vkri3VwBV810TxexJYDijPDFebizIyQtEQaq4bBGYygzZZ0luTvtbtJ6+sFktg4qrPumFmg23WSkkMLvU0N2DKvTaCxXV9d1TzXmQfp315kH5f/pRwoOQkuYuo8EAcHFLDHrlzCCIVwPHcMBDNS3Fcx1+0QhUYg6hpM1kFWF4WiWJe+2DST+1WlBS7UA7QaBVBEjSsRGA9IIlbqSWS3TZ35ZvV91NVc089ybaV4VZYK0UuRNBwG9LzcMQkFcAIQucgmjILuJikFb8KYmxDgYdKTVVQHnL27Abw7tgeNsb67uJNCgog12UI1F/VtfHAOJrCaXsgxrUQfZ44cHGEF2dnNr2pbaWrpB23x7cRkz1XDV61WxDqiCKcGUmyAqiNkwqJAvPhtOLH9+eme4aji/gyyF3WF3YpZZdJZVtklU3P14DwDEaVZub1bg2BBTEqRr0232B+3oQHm/aLOQaxhEGwkSYHfBX38FKJFZKe+p2Ys3pf67Dp+xR9zJm16sDKesqHSNdfa2VUBJNGuxI1TQ6+XLfGdc4QLHN+YvTul/PYDhRSaLkFhmpRTrczE4gPlGhhRtavb0KYYBM1xIiR+jqnck67eb3/1Q+TqzwzUFM1dtm/esqpD+4Nc/eF70lawlfnOz3TqH5u3pWdl95mDSxrjRrF/8fHMy6Hj77ipI/a7cd+yf//XVo91pMpC3lucHhTSbeRM5Qky7vZe5iziqSGM7PkcylFTU0CA8d4ub6PpoZwd1HWO0s53dFGnzwUN/ttwojn2aFvV5OKjokwMjh6CbVObv7mpvytldY4w13LLtaTlkXruCINAi2uVWa/fU6FX2jlUPnh0cqEm2Kdyd8Z/9h2+kbqtGbY5Nxs1gtpHrWpQZEzlvwZuy2Oval2k4HGtIKuuwVYE5HeOyhS9+ej442TtkFPv9XGvMVdYDquB1qAhYw6GC6qJube1wZ3gVl6ppv1CmGYitqvhwAoYA4FXRCFQ4MKBAIgQNN4+4WiuVr4CWK3UdvGgCCC3XFOag6+gtKLQd3GwY3srJoO3vcpqv31dUq+vdLhhqxyk3UDgfiko1SJVAy1ZBJgZS3JVcBQMN0A0EniIsAGchUC2oGBrhIikoVABHgG+BggCRQLQSACB+lWRfB6pAuTmqodo7Hh4v3t3gri5g/e28OlS4gaVvWCVWz64SzS4dU9/bHxRp2jvoQ6iswwxjvLfT3d8ZvXq+7U61MGKMY4EVWoK6lq3eiTIi2rawhMa42iSkURHWaQmUVB3pGgpmSr39xx95+/d3YZRvpQJaGVONdVtFQ9/XqBjYp+/LnX1w3RThd8snO8a4P0Yr5jBHtnKDKs9DXQ+nyXZzngxLWEllVdbMY+v1pgM6YHiQb2TSAGQGPV6qRtRzbvfu36qFSWC+0xarDKAGua6nYzvIzCgo9H43yyih1WIlBee6Kg5URlXU7XqVatIgT6JFmZWSOOLs6shzvj/tfdU0bleR82UADd/S14sa6Qia4MWch00l7+ZDzPWd/Yq3cRzBgcqgknGcab5F8PBeB0B69rLI2wYhEaTAlO2D4+EPnh6Uszgvw5FB30SEcXp9utg51BNty2ixSqOAmB91msFOv9wWkcA7o1FjelWZR3FYq83M7oIGPXugfvky+OwD+PXfsrBGJwORKoBmsDP13t7mszt2KLNciq9zaXT5MmTDgU00gm1nskd+crNxOwTc2N1xN3WLl8CFY3LJ1Ief5LfKe+cJn3+3+v793suAmzrupDCtpUmU8YB3mCyQcrUx9k1wTMC3X6W9feH/VdMuNjpF6HXe/RCc/N/3X/+UUt27Zx5werUfX73TSlqUJxN1fRO6PaNvk4bHGdv2hLCXpdvR821uETjoGxfLu/5H+36c0mhkt4lqNkFZL4PoY6+7rtpNVgpSU8ZxqUuibwXrO1ZyHbB7O32V5+vStoiu4CQoWsdb3kWW1eqqZ2qIdfjq1ZpJZL5XGukUBqEFdDHGQb2oONrvygIK4wNwVs1aSynmSNmU0Hh3VWuD4asXSZq/s3U5GI/N3kGYYFeN0rJJmYbVUuVwx/ZFFYuGtRvGAHck7xhKmmXcNX1Ty9LKlupxs/hlrmApNdlYEDgC1BqKmBypCLraPGr7484bvLu8fptgCHJWX+n33caQMsSi5bAFlp5zSRuoENXiWKvKnuFCQ7RANqzIKiAKw/MnlCeVKI+Pd3i508XZ7K5YxE0rW6J1tnXTOf7CvVtjnJi9lgqraUgiiSbu2pYDpw+MBKweaPyvhVyoiDSwZYRWUlEBVKFOIAdQcs4FgABAAH4lZIQEZOrrX0d5cxPaekgOPqYCjmyz5lpdKt/8bHHy97uob9+Lw6++LC4z7/OPzdhzyorgKtUHBsyrNqsvy7bLNKB5a4mB3TRRAw67vuaZHuVBhPp2Pt80bBAzfQAJ6015Rg51NChrmiWu2ux0UIZR8O3yirW6VsgCNZLVpEUMewL+1rr+R//in14eWPP/1x8lZ0GEd3s2jDeBP+wI1NaltLzR29cZlTyeF4/73aChDRVp3c/bPo26X971G9p+7/gC4roR7wcfLnU132EiDHIh9L6it9ogWzbBC3FdYNlDjCBwvZrdQv+p18ENgyzJa6QY06lLy/bibIGpNF30XdV+zwHH4nJTPF3aztGULN40OMD7x1zHgtpwf8cOUvZffA++joxvrlhbVbs5dfa9+beztwnHBe162njSMyEJ1ihMwuFqg8fGq8UqL7KjvT2iK9XdFlJtXdbX82risBaC6f7gq8uNLJtBy3pTiyHtNinW22oEDR7zwZ4SuCKvEkMXNkC8dKK+++Zn37pjdAOkP9B8y/jpm/i/+tQ6P2e//QC+bXvj9fa/ja3/flZizX0cp38RB+rRh4uFmGhRdHdrneBwoxwf7HFI715cpTsSPnsI6PzTAc2NxIzrbkdpIu5lrA9lWAB9TzkadP7mbTZ3myvNeLxH371ed6doJas8Qg4X/xcb/MvC+uSg3+Tl7c805a/vrCPr42f995jcNoTAWobRnacyCAbiAYEqohnbUc9O73bv75YxmPaGdVM4TgBtNTm7qe739GG3WaS1LjvSDhv5IoinvYHVVcJ1CKGhOZgUlaLzNXJJVD/bt9k1Vx2/N+7cvpmNdhpxnYVp41vM7w+fr3lPV9QSjvetVdz0xmjSlBuh8og1QWXft5VpFhcVdlJIsHr2Zfn5SOOAzWeRg40ztskaI1ngo2kPkPsmdSH9GogWUywVnrAWk7QNGJEqQKbs2ppAUoRpqIKKcyl4025r7I7Ljj29K7oSbCGYQ8A4uAd55cCEd1XbM6x+7ljzqzwvJaEpBmIj2mOq56DKdKhvAWgMDApIIdSoJFzTgF47WXwnAUBKz77vFmkr9AYArE393YQ6Dyb57e3smrU8MmgYNLpk1eQe/KnGsOYpHPjYyHXMYnaXzzXQuoBhwEwM4xZ97xE0x3y7BtmmLQlOgCQAJoHwuxBICID81b0kBBJAAAEg0DEPnF4ltURsrs5u65p88PRg9nKLAQ0jMfuyuPcHuzXsKTbyCl4wMU5qTPRUpHfLpIK1pHBf4EpFVtdDlt4Q7fbl/PMfdFfnzc4jf5vJtmC1Mz6yrDzConG8jvPwUKhn7wGgFLXrvMxLnnNOoFQIqmYbIRHDlccRx8ac9JxP7r/8i3c7B/h3f/3ZE2UIaL2zj378J2u/i99fxH7fT5PG0cqbS2kJJy2q57dhvyXc6YbndSPqSqnIsH1RKSbgzV7d61XrY+F9Afh3YPWNBvjhF4JTI/VPwJoqjZIvwhphfvTAZDTSVSUr5MhHIVOzuMVSPnnizc/Lm7j8/b75bcE2IRmZ0fbI7dXKQCOGW+7aUWZrzhi7Bs4TeXZFvSc7Jw5nea2ozvWbeZgnRVUNfWu3Zxfc1SEmldBg5nZdGAeig5oKssqcXVHWVaw2tVCiK+3b69zqozpUP3nY2UZlaMKOhg8dt8QkLqp//zrqHYy9LuoYicG29VqjEmFXxJt153g8MerszaLrYyoVx7Tero3EFH/5SlCNux3xUtK7Sv7BwLnIeUXl4JtNAgf6PncVxeHT3/+De263/+d//csN2bT7u23a4VQ9Tm4n88U2aIilRxRLxb5ImmCo2HmTN9tNCw0AhUjTBngncPmR8tGxVUg4kC17rX925V1tUBf36HNl0jtIbmfrZx4ttHgwMMGm+5n53fvY7VqiWddlRwzUEbFCjy2ubg+mE+w6vJR9tU9vNoQ25hmFUzPxe/KOt11s07TTVot4tm/Y9qhfZk2OmlIlfs+tg7ihMn7faCUZ/taeWGTumAZJIbkw73fSbZvMAImaKhGmoa5TLXNxC+umqICvZmvwwfHH2xEPf/wS8lYv/0h7fFCEmfL+u5hb/KNDGkq/Xhttnctq9uNX1Q9tlcOepTApEW0lp5wAU0FNI23HScsyLiNZ8o5jWgoAoRSyLqkEEuyP5dUZciHIJFAQ2JFgqoOtQB4VjlbpKVZ61pev8oRWqq/+MBo9AvyP2hUylHkiTabXLreiQsdNWkvANG3nKCkangX+ZBp4fQVVAAEAAElEQVQVhUur+P0KYFQMRmYPO0gIq44uLrJV6uo4N3u00ov1uQvrYPF2bXp7XdBVYNPWRZXXTQigUCW3TMXVeG3wMCDhaa2eg8MJqBhQIe+rgEFgmqBuJMEAAAAhgFIKDuCvuAwBlEX4Ju11Pndv397aliEVMPr0YP56yZBdlSq7qFPaqo7jNk2b0DmqdGy0DMGqipLG872Yguw2xkidAN3T4Laa8VVaZaIWI9KFwTI+2DPWV/Vksu/dmxhmCWZndXLRZriRatuUJW4hFUUmGqGXFcRtha02qbTWE2hgLGI48pm5Laaqjk0oVVTEVDUJRwyIHGG/mgXTI/ltBHdhw6sU4GbOdCXZPh7s3sZWOzDWRzvNfa73QFf56e20Hf4D8K9T8GngKNKp1+pfvzAtz5Qi56yps7rXVVFZrStJS17oimJBWdJ9j0opK9XHMR16OtHQ18tAUZC2EeMdvUiXRO31di1P6ypdqSuGqZA35+BPL6NTEH6u6Ui3Hc933XqmV0SXdcGrtjq7MLof94EOaxjZu107B5tTcFSxHz3eaaVpGtXV7aZjmh2cMaC3CG8L8eFRX3U6WM+LKG250iRC6KSiagQ2nQ+OnAEwUxkiMyWWUeQ9g64l0PxhjZn/2FCUJrvaPv5k/+68afz2HYbRzeqBj7+GTQ0l0cM6ah8he4QQJ8p2FklIuim5vwqzBPYV/OkPDPB95fyN0njGy3fM7vhSJjNpTA/u+ToJ386wGiqcA83Y/d6eFoVfPKTDl2mgi1Wv+Tuz6RA84+S4N0re6VK4Zp5vI21nJJkUZbBhsKcgteZKvAmNnHV24GYejoZmEwKj4zNQaz3cKnxVN53pSM7UgVde161d5myd7e66a+e4yd6vuEbEwOuym/VmZ6IxnbOUeRop7lLLbtyOpUM0+fUdVtL5YqVO7eTSMY+0cJGrjbKuS/NIFW1hKYN54Esaw7ZuVaIVWtM2787OQOqxlhOgV1mp1TEmjN4x68jIL1NTMSTNU6Whp7fuZycXX18fPngg9dISWmm5qM1NzGVVdQw7qiitGMAICFAhYCNFgyBAMpHge6PRMpWGRQixuk0ZSlEIUEqwa4GIARtxhTJaprQVVrOKts0viRZx9RCRVwmS5qDLRVXGuQNmoVD6QyB5m8SSF84erFapLaukFJbrC6KoOYRNVXNyMsCv36dNE13M5oo/0FWXFXkMCJJs0sOwLVMuYM1UiJkGfN0fEJilnHRgWopHu7r07GibVlG5Z4GyBDwB1AHcBIoKWAskB0QCzgGEAAIAJSBGUt2rQe/QsUgdePjtGdU/d7iuCtIaPSR8Yg76fBsLB+iGGqVZmRUjhFBTYogVJkFdlJoFeNgZeLUoaVYyXVkw6kC6I+T7iLpaWcZlpehZt7LUO1MsaRNXmiZ8Wt+tUMloC2jO2pYmAvGWaEyW0gO6BfK1z/l0XHaylIkmivQob/y+eXEW+jaged4UFQMV5fLFFlIZmWqw2LR5QZ98trPJ4fnrq1g18mSv5Qfk4iY+X+2OKvL/gKW1O1DVn695/313NtM+MayTPb95cyclOtLV5aZJqFDV0jJhz6+vqMEU83bb6pqhW1wb97PVElF62IVRLmrDUD3l+YvNk8/8vY/dLZ+CyYkdRGfP48C3st9UJqa9+Db63jHKIL5axnlc5ZXsDo3iThp9h5WNiJdwedUfqlXjtrtHn5Jm6vCfvsvfnCeqr3PKYgyYYlRa7Zg4zLgqJMfKwa6LLIiktEWGrKIkC294va4cogHe+IXW11BW40ylWddF84XNBrYts8Md9vS+/2fLi05Pz1N3ifnFxH93dQsl/MkmmmXyU7ezWSY7I/htEB7vjxZl9uVP286eunif+p9j7XZ1mPNZy1mniDpTanXmyzafnnh7UGmjcbx2bLvu94/+wSPxZXygZenpS36P0KpumZCU1yG+Wu8uzvgjQ5h+9shS9ndkKm3XFOxu5RyM13BsgqrrpiiqUZkzYtRzR9/znAxy1Xp3s324r0/vu2/Kdn+vBxUZrpZ2H1VJtuORjZQ1h20BVKEOJqNgleVUjIdeTBTHafrTwx9+8sHxU+fN2RKV/JzF0whbhtubNMFlNDjsrs6SzsHk5rKqmQ0MpAppNnpBW4GkMYbxbQhWIQCAAYZNH7IMV7U7mehFrgBKlTJgraxRK5TiF98CwFUNgYg/aDZrigRQa65qqigpt3uW1zZrKhFRj8bjYLNOJRA1OFZQEW10LB1OyP5UJ14v2xaUbSlfFGLHBqws+x0QBzluxUY0EoAcyJeGyih0juxpnpktukN2g+reMaRhzRRou7gD/bOLrVD1lmCD5aaCENF6PTW9207323jj5wzafQ1smVO2O0P1xdqGKCcCFZmwXVYuk6mjKK6n1kol8CYqOgZHms2kch7QoUQ91cgtVlRUkcDTQQJADQAgCAnJJYRMQggglAgAIQGhlroJ6ODIDedJV52YchPlmZQDEWifjpyoYfFSiP6gqTOX5VaV5BVdGf5k5AsMUJLkACizdPJQWwW5sq+1eVwyoGZpStHlLDW3V9xR36ZgOBiaWObixnTh7S2919WqrDBdngrFQEy0oFGZJynAVsnYclFEK/U3fsM3fK0tyjIp7mrRGhJqbdkoQMCTe+Nvvg0++vAEQmz+aPwn//a773fy22+v3gtn73jy7S8vTNc5Hjh/h8oyXvTPt+3HmfHAQ+YIB9t4OHerMd/rfXNzD6+Tv7iY7+3tq3q355O7VaM528OO1vAqD8RN0DhWrbqaq1sQI4b43cXddGprAm1yWebgg333q5d3n/zgsAczo2HTf/RB7zdc+v/+Ob59IEbdo83zWR18+Ft7uKAyyLIg0UTtMw5iNuzbWE9++eWlUuQPe7jcti/U/fvPOvuemL+/BirYG6mcSyDbqoiTNBh3kRTebdWqPJh0icd4WGhJ23h5Prbjg8f89X+X/PjPkv7Cs6mttHKvaauo5rqi1qEOFawO3j7XT3ZP/m5RuOPuWBGYt94ekRP9354aApTvoLlAJSgaaEit3CiWTnA5Z5NsjR+SZrOsH74he4ZCw0pQ/Hf2rrXTYdGmQzdak6phZul5T1FjxUi3FfuX74ipgCIffzj626+j4lNz8C7vdkCc0q7adrvACK++bdb+CHx5FtwI8Lhj4ypQZDFw+pE06yLsMfZ43/ru6nZwfG/NYl2TTHAC9Jw2128vrMcHaQJ2d9wVTa4W4cHJiN02pD893s42mqwli1Td9K3BLr76dqV2FGfY2dvtSsM+u43mb7brs9h76LFgaQ3su9PG7w6QYxA4TpadRDR60uyd6Mlr5FowpJWhqJ6qK319s60RABKhh/1pHL1RBS7afJXWwHFJWhNVwQKODqzlJuqY/gQi0MBLAGSNJNdtHUG5hipLVAcgq/fZfrfNgtM7w51moBjosEWiLYCvA8DberOyur7iTkdIwZtbZFXtHNhDQNX2iUH+NIUSAAkA5pwydfcPRtFXr1UMaXcn59LFBMnWEfo2aGFlcl+2Le9rdZvIlCoaEQO9oWmpOe62YR/cS9dXt+mG/tbxp79YnL++eAUA5wIokOlaswoSRbVw38GC1g2ruShgte84YSkVrUVKu02aEAIVQUkwZlxDIM0BxFgI3LStiiBEQAD5q30ZCAA5L0X/N0YJD3KdflOq/RPzVjb13z0ffn60gtarn4MD5HSyVNZV1IJlaVQVGR27ynjAk01XZ/MgMZAELG+Xg0bpFqlEGl3MWtUdltEiM811KHS/3+2rphef7Nsv32xZzmvY3OZIRpRGlcxbLCHW0G5PKUddnG2fDIkOdc7auJCGzDabIODQkTqqKRzoOzsKUOHTj3rejhu8uWuvTv/xD/zobas5Extq5yu1Y3igXXydbii/lSQvJ5/ynUnndgGw4/9PW/wJTy5n+b9trGq/wffzmyo7p9YY39BVf5cNVllAXUrlOkGDsS3yIko4UIQuWgjgaGpv5znUAJfigxOaRovDvj2uMktHRr84E/nVi1u5vHk9D9drf7Sj7g9MGS+XAajqtdQp4O3eAMe5OR0pV4tIFFnHd94UrZuh+51kt8SnaZO39ZAU1gAscrJszaQSjh67Bu4da9tVlnNvmUJhAtX37GwBqvwqyNUBvDo9Y99X7v74gUWOe7Vb963NLOseeJvZsmtilRVH3ZAq5rtIPnJ7l6qyen/2uZ1WMXhywg+Gx69vIzSw81oz8u1tIR/oWgySZnV6PDipzTpWomjsYKn73KhZi+6Z+15uokjJKjY/t1q9iZlLXHUDedZQuMlRa1hwbbHOAWty8SgHzgzYXbBcb366qv+r3fq71Izimrh0/4nSHHNq6Q7CZdR6ql2q3nYbI0vVVJ1gELyeP7x3FFe45+OybO9atOPqPc1axpozZFbG4tvEGPe6pRuMNDdYs/TWLYlvo3c30D0eWinb651M+r63XkUq/1TfbDt4/k14mTUffmzcnvKPP989P48RowaPdnibEK5UMmZICOXegbldsjxjg+MdV82I1Kx+d7ZNfQUXOc/a1FZN1NCiASaTho4lszX4zPGd9qL1j9TNqxhgB0JsQJHVAJs2rG0wHGRXoQJTaBk8XvQMgAFouO5pgHc9JJRptmjC3Lo/6IwHJQRqXeN70VJtPBXbWfVPp/CPV0CxMO/vLXx1e3H+gdVAosQjgy3XZdWqmyYAUCNZMcPI7LknXTbfNGaLIVAta7HNDNvrRsxN8bXB11G5lendRUgAEQC4BOUcEMNnLVARH2Ck1NUyq03KFEgSrmjYgJwzAWhTExNGJesZMkqBi6GEcuSDVAIkOVFVyoQUQv7qKgVICAHJFITDSB3F0dqyqt2aVps23B9hOlp+nfhBAzrnMduBZNPmjAZF7SCV4qYqY6ahCGmsSGQHKiqDdhgVkin2Rk63SfHAL7ZVclO4GqHOwHRsbpt6+DrrKrBQ0YubugsrTHQmCs/HZ7eFK3CHmz/04L8975xdqwoplRGXezRaLev5CtpuQDgUAqy3adFaUkBN72WBlkJv3zUvv3231n8cBvcoM4iTER7VQjp9azwwBjSc3JgVe6YnzXlcZDqJBBGC39ln8anOw6Sc8fqLw2dr7kD7FjHuumneWvoHmlzsY3xKBqCJc7BZScXqtjy3NREBcW9iXK8arALPloDhSYv+dH2kvkmCX/7E/7924A+t+o/Om7lha7RUDawhw+mHtxtsOXkJHv/o6O7lbcHZ7oNdJ823yyopavVYudiwK0h2kuaT7iDF+bKZIaHt+L5re1MPYtDKHo5m7TYBQeGOoVYjN2xLXhl/MBDlRaJy/u5VZu4NpxFadjDrTEHfQPNSuiiNoszVd4U+0f0A2FoU1NOdzO/PN42RF92RVUXZ93atX76PpnuTIDhtNPDlaelhXnbry3Wwpet3nl8a9tZv106LwNaA7V4bNEkWGaLNLB1mpFGc1gR7ZualfVp3sJyOVE1oZzft/gxMcl5w8TebtyaAr+holrbTY+PuLto/LI1FGLwn5R4+9tUiqNPWiJTVWFDBNDWu27SsksJAuoHjTYUNDPX1KpxY7o5yu9T8YT+YrSNeP/CJEclEN/r2cHsVpjrZG6ubJBOt3n/SGVWbWub9WOpthor0F/PUIvjqqhpMxnFTIMDV/SEIt1ECDx4a7355OrJklI5T5LRlyyENXp4LH3NNO11uzRZggBVTnWAHMxYnme6abRFCoblpfTzcKUxyWJ999z5VYTVW+bqBIm+Gh8NtnQOZkTo3OqisddAIzyeQAoUKRXhdS3FhSxRQ7e67grZUmJb58NGjf/0X7x9+4OwYy7tfhqEPj3T521j9SWqWWaJ3xXACsLA2lS3y5l6a1TsucRF8VaC9cRXBCafZtm1/NTvCGYvTvuAqKrc5tcY2v40ePT14dRXE2RwBZhAnZZmh6r5l8GhGnWmrsfm24AJWULRNpANACw2buiZbrWtKC2ogtSTAJtQI5i3zDVjVMBEKZ4JLiSTgEkEg4H8sHMiyLBWwZkHX6Z01qRRZwbp9LiJcX0X62EwvExWrUZYRFzNa6LywMrQIWadjMoFBVugjddJVzgKGLbT78FB7YXynRNfRVQVKRZXDtvhE4E8PT/J1eXaZ0Q6HQe2OnNl5uj2rH/Q0XQV9rw0S+ZfPm9Litop3ILiisolShYbZbNPvkH4XbEQTpHXXihmzIEgTatJr/mDopnEpTO/vPan/4tvyJaiEqLgwpC5hPTeiBDwg3fvGE01MXsRXe7ubn1y8+Il6SDLFYdoYJO//7gvw8HBQPadKlTn23bUrAehBGtXXl6x6zUcHHVZS2HeP9ahU2+C2ZBAej/RsXjkdmwDQSCUQ5Lx0ojpovjt9sarv/U/fxL/1yCFrrXv0YMfbZCJs8uCmPui7adk6D8bBu00VFCeS1zBfJamn44OD41l5Nc+vuTHYnw6XphvMC0mrum162MTasJEaq9MaUGkJn4np1BYExQAwrf+2Uh4ub/b/x2T3d8Xn+7tbpfN1RPu1W8NN1Sqle6wQkRUrzTIQFoOpdr2grFb3nvSCIm/ClfPhB/OM/PrhHq5l937Pq5ba4SFrNbNqrLH33XfPM9YCAJKidPG2bmi4TsB4mBdspZCmY17EkWfxrsGFRZ6vUda0H6vp4wNgx5DPZYbUR3bX6CG/1/bb+X8Z9D96aH+5WAa29fL9W8+TYqiiIzLSBVOkvMq40WlPL/pTo44KXorEQa0K4zoceIYGdEWgVAYUxXscVq1tGI7gBbC1nRympJZdx4X49TKyng3Uq2S2CHZdw/n1ZzrbDGavrjeJaAh/1h9+anzwJm0fT29eLn+Em6s6ULjdhqIdmmRbbiq1AXp2qNXfzGuo9tyWly0dgdWtxG45wJoEis2V8UF/HeXvrhNL09u0NEVrUsO3lPDuXG81xcjflQ0mOCxgC/nOaPT+hqIR7BhF37DygAqONR1jAWgh3IHtE9+VQgOtp1txKo0dmwGpeSrHvV//rebPv1784f2qOZHXLfirb/U95D6w8Yt+j6oskMBw3BFAVpNbrfvyp3VJSqoY4i6iCK3VoWHgZiu3SeKMR2m40nq96836g0mH8+TDE7m6zv+bvUf/5q2feYs4ihDCA82dheXeyLaKKt5I0OQGMg1YBhL0NKD4sAXiu7AxmGIbsKPjPBe+htNcqhjMNlLqwDGhlIAKICSspBT/+yKngRrLV96upaOHgR3pZYGjKtk9knekt0gNLwmjuqqsCsCS2D0fJ+8WYVsc7HsSlwbKyk7T/dB8d5sOzI4yHttBU7rlg3y7qSGooFLnztgfffb0/La82mQHB1YSReuclotMY6XvaWHUenrXGrujHbhOxZcLxopy6PO+B2YQypLt3+/crEWVoTjNsKLcrdiwI6ICiaac7Nu3KVNp61tiJOn/8/e7/+5tNN8qMWVQIczydp6NrR09WkdDHlhhMIXmPeL9PK9eyBJEd0B1CXF0H63silg4fdsA2yJZs47atKZmDxxP+lFT11R0t+tCQ/U8GWmWPumGtWhsjNvKlIbXdddrA7mtMC6ePw80n9DKqv5VlL3Jdx5VV/MCaB4W1HWwi5A0YZnHN22Vt2I0cbOAQxXvecQV8FrpmjjjEc95ta5vUZw9ftINqwS3CWi12cohiCpKudMhrtNMzIAZurO821wKrejUpv50YC3+hzrA5+aDwce7e2zqiZKohh8PWC3x5MNuHiRam1ptBIQQPoG10UTcsQZ1Rqqi1gaOzNiRQZrQ+DXfvty20/5BWgt0PB7WEhxoSOVJUZixhDekyXA2ULEGm5TLm6Z16m2nu/XM1xudrMPxB/svqhsvw+lKKfPyYlH0+xZ1sMtdfWxfbbNOX/0vTLp2Df2wvIB68o52CsSvqsDr+0DoehdSFkbEt3ESbEygiTcr66HNuntTRb2+boleNqprAuzoZlsGbs+8uQm7hrqrlaoJdz2ruFp5RK1cJwrt7+3Ah9lV/T7WOZQSJW9apJn/+aNOGhc/NszrFdN6Ae+ANc0h2sVN7udIITi+ywb3yfYNtVzEGXrQc/U0SVTQJBTRppzq1+slz/HY63aV/DoDosYUNbdt0TXMHSJ/XvYB3NqGIyDXVXHJFXg4AFFQVBR6mma2sG4JBibRHz3tpVHdtaCFtIo71yE+GhqVaFog/+Tr9ceP7bsZR5wksBt0q+cxdM2Rxybzcs6OpT2B+jkJzhtdwcv1emBoQhMDtw0D8HsPzBfBJp4rA09rPX2AxlGcO6oaV4nXdQKC1AL89JIVNPtl+P7QZmHaKBibmrKoI6IYMkEJb2nFPd1AHMxaqUHwsGMqimtI9sTRGYBJkgU1GBiyZUwoAOvAxkC3ZNywjAkJBJQIQSD/97akDpvoLB523VVSb1FtVZWkptgqoeHrNSLx6b5oL8+p+/jRg8c/rMLS6r0QwZ24LMsTLYGBPGlei7QnvR3fFkGaZsVGwE1Wz2elrWJP0Sf9w9VFbuHt/lBeP7+uJLI7SlhU4YY6WAz6amUrZ7MIUvrJidOs6m+CTEdcM/pJmJJt4j5TllqNVq1hOYbIW86KlOd51e04p7eVx6NhTylK7yoy7nfz//ZQaXe6P0vry1ZJlUGRGnQuc6tYdJXBo53OWWVF0e9Cqcvh2JVRId5wef9ggHmrXFQfqN5CdKP2VlOtga60brPc1nFSmxYqGhCGaOgZ3X6vhFBLKwUBpqqm6TJdtwYW1TbnP3nLwobWTs8aguuAOH0K28xUt++3Gi67ky41Bl29RHUIl/G94w6LUlzznqqoFqZRa2NdVraSkSqqMJK2Jmu94/hGeBobrLoJM8NtbAsPbJ1zHsNWBHme1cumKQH1Jzt/8pVnNEZTb/ujb+dsDi92LFjphe4iLrkiIDH7Ni15XXLoAdc2dCZalQAiSyznNIcIV5SqPZeBkQKo1QcdBk1EStvTJQIiR3eh6bVprYtIdWMDN7DQY5zWYQmOarlB46Q3efCpWilNCFY7eRhhjAx9yMTwnmqYRZOXi4zJNM2pVMrKMpHXivDWBKzr7Koq40BEpG3HplntWnGSqhIj29KrlZaOK6h3ut6l5L5LiaplUe0oAXXwcDQtuAdp6ViwESChlW8Ze5q+IPb2rqjzsmdpB3Qrr8tUoqqWStaUMXCmWiicLCwE5a8F+/tSOX01n/RAsDqvSB23YpFlXk0QhSVrAFE4a1++i11d7hogtWQYw3BZ+xjEQBn3tPmStYriYiFAq3DMW2Wm4nflGpNWJ8o8Y4rjcUK6msGIg/JMpNTBDa9YzzGQYmuO58twG2bdw526Rq8u0tGnvSTT7K7z5Vc53ktvivDeNJJ9cEcGJiL7u2T5Ns9wWy8vbAeCK6RXWG30jpJbXe6oqK3gD4/g+yDfJNTopzXcMWmat43qYxVqaVj2JA42xeORFhTcJiUg2WkDGaa4FWnJNQg7JkjzphZ8bCuc80VbTRCYukpaaqMhyuPWd2VGZQeCphKbFGgYjnwZ50DaII45UAQAUFNBXUko5a/skgSAZKnetbuaBZDatNcRlkLpOcDSowDAbeMfey+/Dcq23UO99NKpgaBqtX9kt9tMadSKslyDyrqwoRvfNApcL1vrZQayqqmiFYJMvz8qZex5bl2h8+exqxpSJWcv7oQKDJ9wCjJXeXTPZih4/X51cxVHlQld7Xt/8Hh+s/3X//pv9gagurYP7hkpa4e+cnmW6bbx7rLZ2VEka2yD+JKfvo0ODoClVne8+HhXnl/FwbqYIXQe2XvP7jXAaXG+Avy8bb732KEBBptiNx2M+7rzsB83DfyeVRczEuRl0mgmxpa5iFmylLwE06aYHjnLTcF1d2dkmAMTab6S1kSTHEJFU+2+t1qFxw/lqqy7H5vWe9QgmC+3wYvAHFo3XP32NmbbDRDyQWd86Gm6zIuc7mOt702vUlfwYjDICMgitFLXiLhTSrBME1SVjgzTNc+gjtggrRAiC2lkNDZLoeeMEAPueCyIm7AshFFcN+h5Kn8E5UXDn9xtiwEHnn3dykGb7vV1u+FNrhKOlcaClexOSJWUi0V29GvDJIz2VJg3sjO1WR7rsGyxVjP7aGimq7tx18ukIaNMtoU/wDSPi5aEgtigBmur7edVlvbHKlXcsvSKjavFqSDyATGHwbRTwGYtbqjMMQ8KsY1LXDR6S5HhEgazUHvJcRljcVlPHH7wwHuXJEESAp8QQKiQhVBI4/R7wtGrO27vPt5dvFY03hz1mjc3UaspSlcUaz5WnNpMWstdlYUCJQbtnudkvIjccuo79w+b/t27O0EbCPQQzAS0BKLr9duOHjclVC1B+Sq3gYfWOqKgAgoqoqK/bwiqzmkCCWhUKWqQITTUudgAzQSdGnRsuI7lQAEkSalkPUFLDhlQfnRsX27LX8bVfQssBaiFdKTe73qreZLevjpEGoLltkL2vsXNPcrKHUtvzrbjUfVn62Dn6XSxaSpXvG5yx+5Ap2PZ6bub1eFOk25i4HpGq7Bldj6Li+69mwcDuEOXq/CRBR8pImHZ242wjfLrc9AIMMTA6fV+46PBX3y5acvqoKPaTZ4yfZMlgrW6pSgNvdlk051BFTRhXtZS6VtwS4GCkENEWHJLKD1XDZMCC2WCQEdHCjAwQZrX3qX0dtVYlu5opIio44MS4HnIHQ2GTFgaAFyqGikqxjmEEkD4nxY5o4LfhSV4FxQqciEV601jSJjWu0NHkIBeJWzokPCW6u/62Tzb3V8F0QtaDDSiZm29TbC6eRIzFaxats0tNaVmm5qi0q18bvXQ/rPjfU9b3DKwuvV8s60qIBSvry+juC6rHal1Wvj+/abYpLavPn48+YtXUsPFdV3c3Wz+4e/sA1kRCqsZFMJ48+bW8Oymre/t63HeXN7giVNlsjneM4FvFOu6qbo/mYNtq95VN4w1h2Mly0szZpOWC4I3evVqS+a9k8HnWhari0j1D0aGszndXIQGdHuOzRpe4irAGtEGo4kimJcvn28lM+xJnzhSg1gHECiAmiZDnoa9DivhaODmkL/f2B2VvPqT7/7JP/3ouubwgRWtJDgPnV309epWHXdEzRQV3hRtELYHqpKXzcCqZafWJztNkjSOkJU+rTRig3XNaKvcIaeegQcfTewpatomXTrLAtzlZGpinLP9LmwN0Tru4Sfj7ItdLUnv5/PzSytUi4LUrVNk2Q1l3qBiSCitVAHBPctCncGcH21AYVl5cfMqewznr4rGHnLYY6Bv3usU2QKw2jcFa2vW8SnyHCgnj4e86hg8KJa8aC8KBPpEDu5r0bS/SyaklQV0MZT15XflZjtQDYVPytDNuYp4qpihzqnkzX7Hg1gRtbpivASwZ+kDRU3bgrHyNiPzr9ST4xFnN3JgYDTug4HuSQeATO9v06udfeWqXtV1ZyJkTk2ryuNtQ0dBt6NXisn7dh2HCmik0BFwkdk1PZac35U6O97hVz65o8Ai4FKCAZC3rLrIdDUVhpS3oGaS+wrPSgAYL4SmgZKrMOaZUqiu0VpTAGqtFODAhFUrkS4BJbZoCwzGFuBIxAztqSAGxEHCx/jH5yGDwFf1UALbd7Zx7k3U29tFT8CBYez0tYuQH/bdcZcRIe82YmCw8zpt5qIhZlBkjSzXTWs1UJGIXeadrEkv49aR8KPp+psFTJ385nANemJHa3trfWIPfm+P/4+zs5f5vQHv7NGjI9D9EHz7r4HLAarLeIa+mCpvHTUDOdKBzvle31omFs8bFYOsLY0quZDaUR/ktd4WsQNBrci8BZYoVACLAuqEINoMdVBLpWSw76uzWe64UrMIrwG27cEjOluUsBWaBZsKYgyhKjkGUdUqBGEJhfhPjkkCkstU3XGiR0faq1W4zO8/8K4r7fsfoIJe/QeqjVox6G69z/a1u1k6PInzoIqgbFbk4c7FctNWhbXhqxisOyLSw6OiF0kmlYIvCxzcmb/7aImIUqkaB+Z0eLtM61BiLWtzDQiYU7nKKmgotQ6SeRUWZUdNX72s0IgCk9PtZrKrL86znq1HCY+FRJbtI5ZE7RIhRxej+6q+KoWuLyJob9ZVgY2x6U89O6jv6/Yvw0RASu3ASRXAZQ0NKvFsqYc7apcY+ewGaiOLcZSporZu71j3YWekQ1WRvU5eZjS4Yk5PLa1OUKORVgEVtLquYCILzlRD8Sc9VBuaOgeGQvj7FRWUm6WqMVQv6PV15AxpjsqPHo1v3877GtYBQ9vI/97Dn30twrN4M7aHqO1Ybv97U9kqoK4hrCZIPBy4rKJCOjdUJJSOB5oFcxe1dZfMa7Wc6Z/fM458d3WTojLhBuBm324BeZWmu4791Lu8XDRNfQ3d23U26Fq9Nq5EBCrs7R7ueZqvly+7HVlMEUigsKbH9Wgb35UI73ZGw+72ZimrLBsY074hUb2lBKVKR8jebgevtqoAzHRdc+dJ7xI8kHez3Dt4eHQ8Xs+ENVDyqMmCwouoNoBDv1v+LRFyajQJUqoMkUKWVVoWLB9YqEHodVuMFTGwq1A0dlF5ihqrxHHAqKP3tHHqPHj8xcd/c3rtROtllKEKt7j76k3u9lxZlJUwmdaznSyI1zzhuUXgh4/qmVk1oJSEpsJm5Qarw4HWltwxmq2BJkWNGVhnoEBgycGxhD9S0S1tc6RvRTXpdK1D+/Fse+kPgY/y9byIWwhMwI2caVWCUCZ6js0x5w1rCDVNoZWAAnDPAV9v+dgFbSpVwFwbCNBUXE4NJW0lAgRm2QCRMQdv6qKL/esWP2Ri8PiBw3Mly/e14jpNrnPi6/RlDHam3eA0VRQL5JGZNe0AN9epu+WLOjSg7pwrycpFpX2tTkNsgpWlqpDVNySbI9YSRVtzSRhNA9S+FR7GQ03RTPr1FrCxYspNqwPDV8Lz0vN9B9YN531V4aydB6Htdm8y+hg2W910BIsb5iG9xE0rgAeUmjNDw2ElfIVqKioYqFoqBWJ1iRVd9h173CHZkm0KpEHKZIsllkBioOqAtwJyCP8T/JUSEGFQggLlrDAQ6Kvsm+usrVfXH+xtNQizKF3EUaHt7sqB7RpVI9uELwFieqHnRMkNSsWZzCDwc9Dt5DFDjNfmlmwrtaebDw/GfVXpknix3dws4+OdQWSj81lSxajX55jTztC599C6WCdyXNcxePwEvqjkIi6amo8HMCjR6U2ePzVVJZUZnVra2QV3POfjA3h9UW4KQNclaOn+ALCuQkyr6+VeR2fzmrXxuQSPfKPTxgWD7iZuso5TWGDdHNg6XSAeqO5+sUoUGzMS4zGystfy0vSbMns4cL5vRL/+X++8qa3/4SfXqcbu69SPtvXOQLZQahrTYZeMddVWpXSUapXEZcWnfk+wdvxUr/piMKy0FtqO1nLGBP+o3727wxXcPL+8EzTgEJyhKmTFhIEcqJ2Ix4tcb/KR1gqChK6YQtWBOgSZ3bT/f6L+q9f2LU/Pw0b65zBzWGvNlddOZ++T61Q4VV3dxa4mm9F00xYpyxZsCr6wIcAXtnzjD2ADujIMGDAsEDZhSxYlkRBIsSR1qO6KferkfXbee+W1Zp7/nEb2RZXhL/FiYPze93nExaq2Gt5By9poj40H9/rf79o3FktW9Rn3SgrWUZZjx/s8cj6yCo5aBuZ91a41mNPQsnILjB2jx6xA9Xum+/BX2X8qeKc4szNw8j/YH3vDf/jRyVdX/PXrC7MlB7u9TobLmkYsAxv+7c4ABTq9FWHy+qJ7NCl4192V6nDTXp18vOd9+J1oAe66wSba0FapFnTohT5Rly9zAFFUPj4Go4HUUhiwJwBCVQ4fp827e8O/EXJl+r+8TGqjcjuT9Xx6DzvEN08r30dW09DXX72yyxVjhX37okTm1nZrRq2XL9Y+l45BRBtgQkzDghmWPfPAMLceDFF8Pp2iCJFVlm098KMQDP/j78DWL+qlnP858EtQc1ho/RKAJ1BviWapldLMhGCfb5+/uHACOFvm61VCPNGduOYLnDBdS8L7rqzXXa1XGw4IaXcMw7RpmnUPVXINgA/aRM5NctKRNwDczuW2DcKWRzcVHDjZVWkA9ZLFXRJCS28Z8Crs3kGbL8+THw6d59cLM23O1+53u0guJGx3Cio7IasVGjsNjONZAhzl5ABEUswuyoewdQFIwt8A9AAmwK0Ba3foxYV5WxXcNLhEbQg2iglEK/kFkb4Bwh64BopI7dzwt7ZarwgBVbzW3IMCOq2wsZsqG4kV1PAbofd2e82G3vPMTcVbLT/J1I5pXpeb0MICuVmdC1knJe/uoH6oVg3IbPgyznc8fGjIGQHchlwBQTW0QWCApgEGAgAoqYGG4Lc1QmLVVQycLjifDrzEIGI7mCDz7GmH48LlQYdnyrHH21vbvI7jvCB2zXJYKnbF8JY5njZaAG0C0wTRBnBdr1saKQuUK/PBw7LZNzYE2zwwDOukH22qakUdhP22KYpZXsuosS++zJ8n0bqiJgNXF9kF77eANkvWpeDy9XRia/J6hXvSNvQ3583Qc1xLfP31Slt+L0Bep+dClJVNP6vA1uT502j5eXy/oikObUfGvE6bajujtO8ymSWUYZ3tju4/ezqtADQAhPEF2R/PnpV9T1gmTmdNk1Rfv6B9nydZ66lhxpPuYN9JXxkQdR3D5MqN/M5oUHqiPdy6s4iL5fVTSOqeWTqUVpS20R6PSMdopw3cbXtZyvVue73mR7a/uc5XXz5eX29CxwiULxoYdYN0ZeirzIToeLjLN3V587oBJq9ZgfwcE1ooi1HXNmQFR12zfXiwKfQviXu+WpaVWObZJnCMPYGmt80ahOsPhzKt/umH8XK+vRDcDvEcdoVOPRa2K3obudfgx/NNOaOP76iDH+3renF2GuWVf4Gs3Z2A53mZSoUlAvW4QZMdz/YcMV1QSqYNhnK2SeDFuXFn9Na3fyTl4MGbpxSbeqlyhvICNuNtYCySLKoDYL6orxBqppofo7HwlmeIMKE7Levj0F9U8heLGhIMMfr4nf7PziWxnI0dwjiqK/7qDXYeHpWeEzUhXWfrUd9elOBJwt3+ZVE96nvuXGgGOLW5wmsFdEc6Kl+nxgvSMjwOy5IF1tVtbD+wD+CGHUj07/pLs1D/EmygOQ/kQSpMCBaG2tfgVgMEgY/zggm1Acd+750eWI8ru5EnP/LOTqnsiL+8LayxyDa6lHrLZN4GOB2rjUzrtrmU4PddcMXAYV/lzHeoIIq2Le/FTAUKtW6yBsHJ0c7mprp7B22k831SfXGTdKqMrLnXtU9zethzrudc3HsAV1G2rCw/vBWUYBKvjB6mFKiS5I1yLB9VBUqA85jlu551AxfInKGybJUwuiGDTu9ynj6UgmXgGoEdHwYK3DDwhwA4BtzYPiibduCOif1YAhxwAxZKKaC5KXjgGEIxwfX3AXl2kw3awRwVvoIVb/bb5k3JR4EjFe+ZFDlghqBfIOh1/mKVswVsQd9pahsVnJvIUpwobCopQVkDDYANoRIAAwigVgCo36bMzW3d8KIzrNtQzWJf0PpiyXbuI2vcai5KChTNZotlg9ttLLjQRJCi0XVXOYHslAo9r1T/EfzO+97L/8zQwmkrsVEy/ODt8Z17dt7q+gwpdr1mRdZ4JsAWFIKvI2FAM97Ud07M8UGo1smbmdENPFoBmiTnZbPfRaZl+9sWL2EVC13ihvN+xzQxv1k0SuGWJR3QmIhlJW+Pe7c3TlOU7+9YJ+0QKuNwnf/0xSpmc7uQVIN15XmhFrjhW/5K0jRdWwCSqhstFx3fus3rtasHWcVXqgSekPZLM3iyKG5aeBKQ1jkD7iTFSclRN2yRmmFhtsb+/g/H869mVmz2oOk3ymHV0vEeTvovnueDtjsrYmYShkWLG07ga2qNd3xcZKRt5Y3AUnoBI5ZK5tkyekZwbWKjqRIDrjYpZpxHRtjI9sDoXWO2KBbTpDnmuh0uU0fTe9Z1acxeYQqkQZD4qkhX2e6DE/4KD//o96B96xSH2jNAtkYGpTntp4Vz9UVhDs6qh66tiy74g486KZCvU9NyO0iRrQDZQJpBGC+TBjYDQxmVcTyyXsQVEBruWIMc31ynueP19nAlOxVq//JP6fhQZlxlHLa48KXpCwA0gw7cmNbWrtcs0kOgm+56Fse0QJxRAvA3a5jVMDQgGGCUim9epqyxEaAsXwNirSraP9xZzfMns8J2KtvDGLqqD5MN0whLwLP17FUyemC4CHszZs87yu+nYjPTOqQArAqGfGwgxwm7LnRSW+e/cA3G+iZ4e4TqV3CRg0sMmARQgYUCDoGDocloljrK1rYBslXiiIJqT2in3vSMaKisvzeybhPwz/JRCzKtGwJQlTeQ1IK8vQ+aTIzbSAPgGfXTSu31BgaDDkp3DbyEmkNzv6v9Ah3pNFnHCRGvI9FhPsXDpVlJQoDrFDG8XCS1D+azrGu2krJQkp4WCDs8k/nGoJY2aIBRmX7NqgLDvORk4slbfe9vfffxk28MppYpUdCIGzvVbI/IMkBPEIRKHK3AYKO/1Hm0Z72e4RbVknOzqHcCr2KspZt6pFeVbCnQzeGVVF1o0KrmAvR3sE5A5UhHwsCEZWG0fO4ahKowooYjfVAXWtvJPHUssY+arDEc36oVJ0ogQ9UAlA1ABkQSAK00gL/9l1EAkCpgOi2vI3kwDHcmfkTF/tggfPl60eOalj0QbJlR18DQHiCK6jSrtWK8ccKOgG9K2D208v/VyfL3WluPXPZ/mc2nr+CdIQ4NJwC2qqOCd1vKcmgHsDjiyyXAQVPTxnbxnTtGpqJPniWS11dnDI50sdN7dA/eXnHoulfn2W22kVV1tOPPEikE9KtqRU0h5Z1J2+F6etFU2gkNyFfVtw7D4cT/yc9n3sTL2ubAJ2+b4OIqU46tiKJxdIj0YiX8Y/zyxYXVlUaGi1JHFcGzukG42nDPNdesZgfD4WQwqzckW2yFzvFFxZdos9ciBwMcwtuYdTrhq4rS+Xr61ZfTWmthDb3BWoitlizWIANoFviY0EZDhlzQM+ylgG6n2G11jq341WOFhJbYyeFe3ysKDlREyYvbK3b73b3Ww+3kl9l0WdQAAENs70+K3HRlhEWXiYubqP7DHhL77huTraI06FiQxF2Kq61J9+F+jgcd7t308/7GOhNgwtMOyWzOUKWKDEiYekRXOw/ch0Pbji9v+eJNbncd4cBwgHUZz6dJUTWjARDIGwLSOWqtypQAVa4LTFBSI7/bukpzUM/2x91nT/DDjrpNNTesusZIY0ZJnvf6SgVyBU3bh9FoFyCVrwqTKEs0FYfNNa0QsP9w4r1cm68yOghg+50heFEtr0TXtm+oaPd8J4/G0Te57V5L2D8YypXKF0XY7sZIAJqtmvj+8Q/mvF9U2cIJaJh3nkclbXbeOtgf6Olbw85s1i+0MkbwjdcbKaNIsp/ccIqrZf3tLQlr/ARAA2gO4KhtFF3Mav3pst4LRGFkNE5bnY7bc5lnPFkXDPjOo5bcKVt7fOclmH6KG1MhrYnWaynu7Vh1rYK2JoowKogrl40GuOhWnk2wCuyeVGUlpRYdV33yRukALTLpI6u2HAPA85pQM5wZZorVq1WmFakahWeVCRMINOdwaUplpsyELcSfRW277c+zVNbSQobYlO9s9XfuotePvU1lSqShVJGGHBKhgjJPuBI+8FJYr5Taw9abpXl3N3TN7D4UUJCz0rispEXMqihTBu5toVex2hs7SVxBigZg63WSHxq6rNi3Rsb0rNoJDVPxWHgb4m4k2nfsQ6xegBpoYEgIUkEN6VqeAXFWCQygbcIGgpIpB0CtAdD/v40BAMR3ReuRb8eNZ4siidR1fK6A1abSMILNdGNqnhAyTaOuYQaIVMCqm1rHbnewMVp7/94fbO7iO998qhevwqcj5x90zH9ps8OJU/c2z3gVZltE7jjm5nn8iovO0Ou/FVy/oqtY2EjQWo0d4/6Bu9TuKl0aThM3evkkrqlKWn64ZRw6Kt+AP/ui/GjP8nr4+kIDIU4OzelMxinf75Ej3+5YdpSwv/rmtn6ivvXxkTNq2/HmbCmnulPwNTZgUeI7Q3I7NW1LVTXzGskxrDHlrEZa1DJlcTV2QF/u4G3XDsT27qqdrI9GsGaKmli869Sbs+RVGY/HLctf5cr0WgvJBhcLS5phYNSFQVlb7PisvA2HcMdw2RpPDicdy11kadMvTDurLWgh5POMpnHfHLTDAOvWwIRAMDY1brOq+FTdhLtmAG/A5wCo8P17a+ORcED8yb/Zlv5/8M7bQSBFvzvX/rNPE3vSTSXxdIDmVQV1uaSuG2cO6LyikV1NaNPkm7VBUOmx1CKQYknHDkFgIyYTC7QFJI96hLJ6zfFsWcmM77Q7Kqg3DR0NQhmJlBZtYlacHrwV/vQXr7A73urCo447z0JVI8WauTZryNO6MJhObUjnfJTDdStwSSGkOrnfiV9tIB4Eiq6AnSqYgKJFjI4b/qaoEtc6OaGnp5X8LFvn0EVoxnmgVZ5x1yWmWInc6vas5FVqCfZIGKdFbg6h0yz+ZwcQHlx9aTy6Kd+z6Cm+eJIm9fH/fP/33u69urT4z6SboNvFSxP9Yrh3VCWWv7Wz9FBAjc19dfv8Vfs9a7gKGqP0GHz2uth2cZ2WnZ6PeL0oQMtCENHZrIiJ3x+H4INxCgv3NSJPGp0YujVMFhQ7duJy0feiWX2vQ4KWVJQ5Af7keVRofqdnHfas27SMXPsHLe6eNtl0Nl1IboMQ4jdCE1/OaYlVEd0qIszFlHhiVeU+RDZQq6KMWlBWiDigxCB8e394mpTOpPPROz98/d/9bN7MMLAdUFq8NVvNXv7flsLg2NQe2trobNjfavVIb5c0Z8Wf7KnlGv7LFfguBH8s6S8oNj0OwhQAEFF3MqxhEe54we3Zi7s2EYmFdN6X1ZKCAAZEuygrGVELoT6LpanbZlJdIR2bQGoRcqFr5ltsAEACQMczmGTE0FDohgPHMRkXBEisNcJYca21/q0C7nc+pq6jzZlga/HSylJM5N0tdU5bvDGdsrI9uShNjLbHUFps0zAMDekhECuTobjmy8/A/iXout2djcvx4ZuZSoR72G3beUi64ahnFqfrGqqtLavZYL5OLt6szL6123L394P4diWgs1zrZdUQQoKh5baxdezwWW0bqGzqVxHrCfT72+1nUW4JbRvgcABmNw1j1j6hVkWrLPNsJKG73fPaIazY9PTZWbaSzrb38QP382/gsi4wwlFJGt5YGPANDRBc5cC46/MMsbLG+15fqLDdf1ovvtsbjNtVeMFJvLARyQ1cVkXODa/jeMC4nC/pIHWcdkPHDaaAGz2ka8WgH5iqhZhUrp01Fqob4KGO1LBGttvOOuM5Fb2uZ8wvcW2ZjLasOIS4J+y50IgCWYxbwNxy3jq82roIAuAugIh6/6O974smX4jnL9mz6IbPu9/f67XH7dtrWXc9sik0lZepNk3DqXKkdEIbtwEmt4mQcULBRnAlzzPb1hsM67ZrfsnTIzdKaXIw3P4Xv5jd2YO5KG0T+bIBrE5uNqIFj7Z3QlNdyOre3mBxubjvq7/8gp2Mhtp3b9IclRJUi3i0C6xGeHZ9k5SqkQ2ISyPwVA24xGVF+Z4bXJyuQ89ykvS84hw0FaADy/W7IoVNu02SVFw8KQi2nLa0C40Md1tKiDqx1kZVM8Q9iLr+CWWzJqc1Rp1DWeSbHQQbq7+qdsHO3sSfVuTurByYzWuSF5d/8ZreHIVLaz046O/x6MWLRmqetIrAUpxM38zFo17U7XUAfUdnv7lkZjdoDYAykDaMusjzGgR929f2IqvrfmjsuVmIsuQ2GBvkF4v4CtA1HrRbC88tGipYXpcCcvwagVhVXUc3U/o4hX0fbzg52PPNao3ni1c1ueDCjhXTuikAqWSDcFuhDBBPg0xKZZbCgaxWivKj+6Mcc3Fdcq8bILDXG7SD3sEenX+6On7/ow86k59tpgghJatGAyjrTGttQEMhiOU6WW+1RuNjI6qKed2ukX95E432CmeCF9fg67kDgGnWeHsCVhqjKUA5gfEmp7nVsparpmXDEBMIDYLrthRzUG9DLbXYA3ZHGzfAjFWjlOFoXYD1o3GHIvlo231o5GcFQLZYM8u0AAIKMtpIaBlQI2BbiNcKAg0B/G0fTyugISA6KxeJ7fVRCrniwpltKujQZW40MFem69OiCeIMswyYpRCw4rUAAK/LSNm3ythrUrO8NoEKTktvtlqNx+NDKErFWHw7XbNwMjgvqrZNCdCw6/jaWK8ixSy5URlxLNMw+17y9c1mnRFiZ4LQVZJKKWAXEHgwNPXafX2TE8/SugwIeHZu9Bz0gGUON2lnIOB8lQDikd7IBh56vYm6XQjrVmoQi6o/HHpna/il0Fme2QAzSXgDVp6lCLbnTEWFa1qtbxajOyMCgx+MUPuuG06XV1fuicu+zIhlp50hSKksZ6LfNffG6kW1qrOl5Zth4NYErk2tfWgaVe8BzN2y27dWeCTZ2sgaM4C8s70SqAG6N5b9cmbkm9TH3N+vQTb01HZJYQ7YrFI4AEC01yt3sDOw/Gn7rSN4Cm/UB+/7qmJb753MeESbNT/e+nzZLFljhU6RYgfWZmvAqwgrrICB17lqJ9xoG2XOK2qXslBViRRxqQDiSsIPTrqxKtbR3MhBOIR+X+MNrxmcACpdKCajKrtucrF/aHQ8icoGSf31XB0/bBVPLp+t6/2RUdIAthCoGy6BEnWllEiTZlpaQQscdRuu8uUm9MnNWo+x9CCdNnJgxU3QvMdQWaJnjQ20isqaVrV16G+lZHpLawW6sBGavA0HVJa3MF/jsHL2WzEzzAGAuvaJ03aiy43QxlenHWMXW52s61KUCmc5o29O4+EW8CxhW6tut8Kii8CBUerWalN0KHfdKGUoyK8rRPxpKkzLlC5plOEgo84ExxgbsOcaWW29LPLA78ke0WkpIba2jRA6VRVK2gBueIk+UuhUwQL7ytMdF3fL+HlSyqUaPuoPnjXAJWBMYilE4Ko0m+cUKF1T7RIIFG6QllojZVKIK5fTSmETTf5+6/ITBN6cnPz4byTRX1N+vUg1svzh0RZCxmZrt3tneLyNXn31+YPvfvcvf/Znv20hY1BDDTzoEiCrCh551p09evEmqhnrWtEWhKfUBCPDXFGz5X06N3ygH8WQlGCcyp5gnyWGg5p3ffXzW2cnNCDMMEVGRaA2WxiUsoa6CAGUUAFt7AA+1/TIdAiQL5VZrqowdDthONyxzGfR1ws1HFiaadBQLZUSkAJAhMYGwVBLpIGGSgEFfndmIkyYeNubNpHGxAFIlcTQhuu0Q7ed5U1V1oBWjPpu28XdQJYbwBuAAG2munY9EhWpugFgcy4l2dztOsN3d9fzJi64A+umjezzFex6wfb485893e742tYI0CZ0ny+1I6lhVf6gsz10adfoBaa1sz1PBd6ks2U1cuzZKgc5evCu+fpJTCl4LeAWxPddqAp0peUyWe1vWX4fSQ/lqvqrrzaDB3t5E00P22aWk972Pg//w+36caL/TxdFPaatab6iwqQ2RMlZAw+N/v232vwi/U4v/HJhfP9++NOfxbFDWlb906k18AXG+PVl0e5bvi+NXOdHR4GN0EyJZXNVO4M2LGwAWl7ggSeA9TVSQGXrc5OZuwTUWHROzDFywOIiEVFUp9TbuUbVABnpavOob178XB1gu6putYnbor175DnWzfvd7h9wVJqd5dS7YrKYTlsE/N5BWxX6inVMy/Pi5KvPb9//aBJmYvN6Wau8YnTbwvMKIsScdr3Q3NLysokIBvudox//+7//n/2X/zWx9aens92gFe/C/li+rVl5JhwLHW+7SwJefXHz2c83/+7/sH9vTKg2rpxxvk78wHq3J372eBH2jfvEn2ZEmRRwGVAAsYkYtefzM1n2t11K+Pp6c+g6SrQaLW7qRFTeolF/dBf/7ClwDHQNQC5tCxtjmL/QLQVr+qaIfOAqqIE2tOZAQZ8JpDdVVWJA0+dm+4QJyK2o3zvkc274ht/fL5K+zqYT+zl2bzoxuJhee4V9+MRKPHDJ66SXttIbZ37zvYi/vJ4v3u+HlaWm6+zwOH921tn1vhZ1fRH5k3GtRB1BSwjCxCrjnu+aTm1XxrBPi2Ua3XeaAAMvuhmPwA/ugv/Xze+3g+969jwpbTmKjYpN4ISwh8u6l/EvW2D5gP54T7/+le4nK1jTKqNACkGgpwEwcNqgAJmp0jbUM2UxmWvO/G0CWp573fTtR2h33ztnmAX24e5gU/p+BxsdwwbxDd0+aFVv8gBnf1zpyfG3/rvTTxkgqRah3R/S7IqKwDZLWJ09jdzAyxXoFVXWaN/pdNPQzyi3nUtw2QbhRVRtZXh9Jd8PxF/y9M4WYIUMcTA+dJfXWael7Ko0FUKAuoBjgAwNj4GeApoCMQa2ZM2xJQMBr63u+YZTYb/UEFEStJkWFdCGaYGEAotooQDXQFGBNCAQYKgVAFpDDbUGgMQZYnmCDIUlaZSGjoEkTFa6XM8BbJQGAJmeobpuqaBKZaMRAAxQpgES8nbpWba/19dGMGjZJAxfPclDJbWZFYDKV6oeBmQjKHQ/+uHOzat4PU2YFpO+uX+nd/ky4gZ4cZnPrhLTZ0XhzBsCNBuG2PJc1yL9sQF6oCxrpgH2UbrE3xnDdSXjVqAbtgtV1lZJ6jeqYEL03hn6W+Gm8kbcdW3kWvI3boe2WmJ7+eGDsOp03n28+Refz97+8FuL8/PvvOVMzP7xQDy1CMN1Ry2/fG0QQ2TFBthIAIWBWC/dKhKeBmuXv/dwj0VGIQOE4ktQQSsoVyUusEjkTccwDrsQo9TTTs9sbTgvg4VQ06WycKHaYM5RyPobMfDrC9z23MqczTnYHT+/MY0uQXqeG4ZqocIGF6+e93ZwJjWhZV4qQarruM5KAToh5W5S0qDXeQj12U1F17pjacYhDMj0IoPE5IlMGui0qSr9tupDGF+sL//Tf/Zvi2KtnQZoGDhee9KeJ9WWj3tbToPAzZw3efXOSRCM8cDtyBKuhLXDztnIrpj+9eOkFYSaZ7cRth1qpqVutaQwNVDYF7VWfctavN7E9SwYdd07b4PR/uqSh+Lrz+OL+1brJzc2OTlMeVnVEcYqj8RzrmGfhy0z5CimApkCSOAro7cdJsvZfax/xQHnJUAmS74RHhTQbkGzjeWVsD+9SS1XtHxkpmlfV7SGBctssJ1fFobrioe6Fssj6zz+9bNvgGW//SD8nqM+f+2vZ4db/Bc3m8n+cOu0RoM2LXScR+YAolszZ/j+Lk03PBVwvG/dVKjZ3pYuAywHqXbytfs0Mgzvi8jqeYFhlTzKiQdO0LqH048Osm9twBEBv6msZaPPZqmXgnstDgyQcGgjmAGoASbIjCg1EeEK2aDUELzzwTC/XSDXzPVWe6fb3RKsuogdYdqh2/KI7ULJENcdnOPYrAWunV71HjPrzv/i755cPMt/8ctfz+laaxRAQ+kGCVdhv8xLywQvmWcAvWfpdWKbcXpWrmKgOsgmIfrmTUwpOK0AaoPsBMBrqSQXBqcebGs9bRRERgORkFRjLCU0kBmAxiGwUiqWMOb6pKOnNB/aDswKTGphANM3NDECQVexMghygeIANApoCLnQEgKtAAYAQP27TXZd1yDEIAVSQSCxXjdKpQSb3BGyVlsPu+i6QkrmCSWOCHpKrIFgAACADTza3naY7UIHY9dW7mJTUVrVQJSVsnIeTKx4neSaaM1FGndgYW3heEV0rguX9Qet23N272HHtZrnr5fMsWzTzAsjmyXjNtvUTNIsr9Xx3dFiIV6clR9PwixPZrm2Dbm/A0XKDcauy2D/ZPh0qr71aHL1i8s7H++k0xy4Vl2iuw+6SyPfTKvs5dK+H1yv4juovvcw3xoOHJPB1SJ6XBi1mK2Z0PoqQ+aSxrTyem2Xoo1lnlPx9z4Kf7UGLoRPbo3dtyekUU/OVv6gnisAoNvaCf2uURFdUXKd1f1Sp9P4ImcVscvH9Hv/9Dj0VmcZJ8pJsF8RqIBh7/RkzTIiL529dak0oZ1W3hSk2TvOpbyOZ5lHWp6XTRdEWRJWRR1VXWuV6b1aVKGZnsNQIrPlQFcXMbMZzC5E2HE4ZXUqUM8FleoT9AastQQmyJMoAwB6Trc96I27u5NRf7a6GfS2N5lM0mJ/z1++qUYHg//nP3vz3kEbGc5uCKRwb67LdcXvDMPrtciIsGBDIqGJjQVSEo5asikyTVlv0JrjCgKiSXuvtbUzPvxC3LxO27uHnfPZ2b7BT8aTyxea06SAhWuSsEOkla2XoO1aUJsKadOQVtu8WmT3Wgb0zVYcJlQAzqDniTKzd3puAC+WRRc52Ofd7fq6om+En4c7+bTRRjQeWSKtQAEGOl4AaSDhWAop9xbDz38d+bq8e88u2Tw3mkUUCMhHb3nxL1OEmZEpkVBzFKaNUVA56LhJUTY4FLkJblQQ5R4FPUqN12AuYHk4/C/MvYP8lSavaUMV5UFHrG5F/xq4FDjPms+wCXEAgADadS3WSJoKoZiOgDIYryF0fZNkErZBu+O9PerN5+trmVWgV4pyghdashSNbGEh0SCxhg0HytF9yBaCs8buBsY6bQieb0TNoXbYWFvThrpaWgwIDKlUCoCoUYgUB9AtqjKKpk2RzxkwQOv+g+0tsFpQ93pDdkT9d+7yby60EWgdIx66PDGAJ2cb/CAcWUlpgTqycEERD8xQsxep9KAmwCgUNwW449AXidwLPSs0agsXlqoNnS80NnAgpWOApAKmAZDQvg251lUDFPgd91drgADVVgXAwDEJMjyNUQ2BMKSQNRu2wCMvPvqY3Psj49H/1On9kZtlSlAAIdx79+id/VHAC8fFnUOPp4vF7KrKUyCqNEohq8Mt5+bJNN0IhtAXz1cs2M7zwb/+dJM2lr53CA77II93ilW/XWdcG3rw8eHJ33404hW6/737/ZMtZ7iT1aSMUtSUI1u+N+otVvKiIZPAcUGdpcXn0rzNtvHIZG3vve/21q9u8UFIucgMpi2zszvYHUDZcWtjKzw6yUbki0X6zlE4Xq++a1wVL17U6ze/WS8bwucUliV68ThldXN4d/jrWUFDTVndMev/9pO5Bco7d+2bZVNGaXy1+N77oZ+UtOIIgvQifvOzs8vzZnpmUmZRz2h9eNI+nqwobe1OFswDrbKLqtDAlq5DfWvLmG2haMt78c6DJ4G13qpft53pMIx6ZO0QjnmDnctbzbmDRVk/u7g7JNoQb/5qAewAvr2V5aTQ1cwqlqVLniTlBhSpfXy3U22aOgWDiTN7c2VgAIfqrfE2A7IBGgDQNw961p07w4M/+rvjr/7qZbzm0WozGDg//rDT5Xyr3765Kv+j/83R2JTLmCRpLk3x7qHhdtn5ZcIUuNvqdCsQxzhQePNsNmxYp6SO4bpq5CzxH70/+GH3W9/b/WN/54/+1/+Hf//97z08+sHd69tr3rCX84iguSyLkMCDSTiAOqhUeAtMF/CBjaAMDO0iOFvlpkv9rv/khv47j8I//s4P/mjylihzADqea0O7rMo5csSKUtcBP5jgcLFsVlXQD9VmPQ5nhXwZb+Ww/dTafPrJxdXPav2JRP1u7FPGKVoGcP7sRvfWM3ZpufTry7zC2YGHikY4Y7+vq+mSd20XpRY2Qw1D2OqBBc6v9PwGv/rSiuKWxc2U6up4dDFhp2F8k+VfLfmLa74G4E2NC+ZIyu9U7lti6yHYEcvxthGGw6B0gMKAK0BNePhwOP674/07o3XCL8+zr75RoPCcXDsscWBa0OjSolJh3NQWK9NlrlChFrebJ9d2WGOyfnJxmy1XNGGU08kB2fGDIaYQqGPgBdBQFARAF0o3ABABqBaXSl+s8pVtT4yd39t7VDF6pQA/3mOd7cXW0Zu1vVrBJ6c+CfpK6I7punUwwMN5Eb4Cw8AAo572QrPO7MBt3RkjQ+sMGgIE0xK8g8D37qCEo9OIRREPGB83qo9B29SjkDQcOiawNej6wELAJcg1fov9BUADDQG0OoDGABAINUFaYqD+0SPr6ka9KEDB+I9OcPkPZVrB6lTPl6DrDG+/1kcPj8RiDZkJXbsz8GbnDZ4QGjPAq7yubRtBRAC2Bj7MtRS16vQ8ngOxhO5ecveRl8zFLhsWv7lcCDLctxdZQ+Jt33HawfIns9P7B7bqG/fv7EXn52ma4gdGMM+fvFZW3O77pG7qomp6e472nL0P9r782cXdvRAAayqgbethGFYptMdtWzcg8AyrRQVLFrPSE8XPn3V9WXPp1lKk4hiBBIM+AYwYrJa7e/Zto9dz3QoQzOsNsGS7NRygVZMc7e9IMrLC0HOsm6cvlrp4LfdH3hAENhsNN7CLQntCTk2K898kLUNn/fJ22ursDo/ub2qvQbVLTlkRL3qGju6NDNqdE38+zb7r8dmrC7Kz8G7Ana3uZVWV11FG6dHR+3W1sfKk03LPpvMnzri93018hbD5/qH/5stZOquhHcm5AtoSSc4xH0pVFIWQQa/rD1RjHByZN8snN4vGYh+cvDc69nxWW4TUWes7x23cDYmB00qEJl/c0onnvLm++s7vf1sU1T18+fU8mS0hbPu33yxLYuZUyTQ1Qg9m3LOBSbydUMYd+/nnaWD77387XC3KaGf38INjB+w9z/RP//U/vwSFOFuB9OJoa+/OBBfrtA5Mtk5xzW+E1C3AqTwOSR10b15vtgeBB3C6VO3AsSp9rVIl6Ioi/2Cy46JF1Ngmz5bxoLMfSm5zOB6H9kn/62erUF699xZ++U2q73jpo8414q3nAn8Rv7fdM4vovzit+vf6VKHtLWMZxzs5ggP3/JSGAyyEup07R2aTFczuEZPZl1VjQadlek0IubghO416H5WfufxLZWANrCPVO/G6L1QxD3+0/w+2NP7sYs1qnSk1x9EMXQrHgY8aeHxX6dC8XOw9f1Gmy9Qj25hdZobbd94Oh2V1+vVUaeFi7+1wclquJrtCb++Quikcv0n8YU9pqm3aJDa2AQYFaqCAZdre6rZAHiWwBy15Mnj+F1/OsjxwoCqYBNKGuBcYMyaQpSjTHrabmllDg9bsW45ZGseWTYlOHq+MVRrZlvXxgdMS9RcrWyHrUbfyIxqVNkZ65Pa7duubzW2qY2jij4YBE4SXt1ktu8bgdSqHoJp4TTog67rL7KaqdVQzC8KeKYivkNYCAQSBllpKBBVWSjUMNlwpqAHUCgICKTjqgg7VMRdCmgVi//0pLZDxHuLOjrELefUJ+PVC384AacCUL0e9bhcUmzrXrcHAx+vlAri6WjI/N5Qr/KNWdhkzkxqU3yCzzVjL8eNZ3Opb7Yctc3e3uc3Hg63b3wy/5qkpTi8uUur5u55Z2v6zpq6QenUx/+j+EJayiGyMaVfIzgS8PQ7/+l9XZSU7EJjdEfAg5Xn0coka56LCXFawJyyI13HTcT26LKTv4rdOjjrbcbqsHB7/+mkNxdNp/Z0TAAsAfPt6Iw8G8jcbdSeUM6rrhVjnrEPwOoLUckqpUFPvm0HfGnat/puFbJnSMcDh0c709LoDZVpTQ8Ekn2qvwLoTdBuYUzDyUDIHb4pJrdhmnSROA9aDD1tKX006uUItxhhL+KMH3pabneeJULe+AygWjMW+gE3dtNJqc/G660MJmzSzgdkubtfBYW+E+oTxzb++aHtuM7D0jeUgmSaJafGe51Xr2g89gg1CWVIj9+zGutv7wSCM5tU+SvhlnVqt9VLdOcGVklWpQge3HGvYdU3PCKrsUbf/5Ys3W9DZ6rYnXgn79fOLGNoohFmaNkMTx2sa+sjFLotjSZ0fP/TnL9nXp7Oj+87aEhvYzP70F717D5c3q5YTqTcpsmNUQOfOx3ZwGq+TdLOQGqe0USEwtk0jUqlhzb+e3pm0CsqwASYPw/gmT7ACWmsgAhdv89KpnXvH/aQoNnFmugzwBlaiuTVAFe3yahExxOg05mCL5c/5GEjzeaVxsFdXrtJ/uA3CMjpH29FTIrVVWAikhb2NDQArrr7tVnmaQWS19PANXbja76p+IUyjWfp1M/keHh+pz56X62FISnDnffCcPrO+uATIGP9k9s5HzpPa/2wAPF76Li/bYJFB4TBG20XD+mzL7JmL6lPnICCrmeIM1KsyAY20iRl2vz+KP7010KZ32G4PtaFc6nYtE/q7IC/yklc8KyvQ0fmmMbo2L31HX8+WEZNGx/bK5PrT1b2TNjk3f28X/fXL6KIqEy2jXHoGPhkMaKdXpZXFWMRwkcyiCtKgUBjAup5YaNgOlnlV3CoGqaEqt2ecJewBCnq6LjoWRtexEckx6reGoNCDA+/Ja96BXgCLTVkMAKHYyqpGrYQNaaE0xGCnD5oGJAKoRkOpTQwMAjHAgkPPxlUpgdYI/A4uAwEgbRsMFYAMPGxpUYiXVCsOKOafSWDdis8ACs6ADFXnDshZ0Lu0Rq5x/jq3W22L8jfrqmyazjAUdUasbuWS2aeXW7sjj2ntQkLq1BqlmRqEFjZFf4zLswK89Uh59nf+kx/+Qv8d9Pf+w/E9Yxzs+N0dUCp3q0uKTvXnz3Y12vZZROooY9GFnJW2mZMD4YdjGi0K2qPLJXU8tS433sM+XMymFnpgenJTWY6Xz/IP9ryDY/K8vPzy5bURYnOTEsik5bKGXb2S24Hv9MbL5Bo3fK8FdKU8E98kAAuwsgCzzDqu7xxbtmMb2sEFTFz3aJxerjNHSQYtP9LMAbGdF5xu7fmBXU6J1TSw67enlRwNycQM/bMkga3NTZE3mYaznXCqf179DQGmf7L7dQz/Tq/1b083oFoVDzuHm2xRNis3xwIYzSaVAkaJB45Yt181tETSa7eSSvgsASUd/q2d06dL9XTKGXQ69sG98GberM5LxwuqJEEtsROEzrYhXtycf8mWTQFVMa36W8O2nVS7o/7dPQW1cE155053qNRvXjTQBHXDwm1yfz9MziPm+CFwdCRGLXVLzGYeHW755eOze9ujKJK0KvpjX67kzVz/O99zbjf8//5nnx58b4u9phUzz8pXjlnbFIJQ6NPNsfvg99Xzn35y3pXxO33j1/Om/WCYx8v0VhFGnKCxfnB8+WQNVcewGHmxcne98YPd6jphMR4NwiUDrbGVwfWepa8ZT69rSHLQO3AcicTVOpIdwoXQuK3VHrjje96z9DTGtj/MVfl1yqa7yIT4WyF5c6qsD+93muXz57V6XQbvBnlWhHjwGrjupHW9kR7sWKzjgrYS7FLEBgcnP5XTX4D2OaAJm2zvfe87bf+d4fX/sSlPV8+m6Z9+kq5D2cTyogRDEygf1ySUXgI2f142pL+lTtczdcceu2jzjCkAMGPkJloYQyHQAdv6+//795x2lHy+XkmqGwuvcEmb9ZsV8Byv620WQMxjt2PSNJ8WieTgZK/fceXry9w99r896X7yl2eLsvhz4uecdTAUAH6wHWY4yBNElYlNUGRYFtV397aypFon6WKjxra+33eGNrw76H16ulGSvnUAvt8Tu1vgLz5P/oyTH/IqtEHsdPIYnr1Q7bb7Dez3TvDOunr2rMABFLlSupoBMBLAJ/o2zoGDNqYmDvJNTRAADYAaUaaphA7UFVdcK0MBCCEEAEAIgSY7mjyYgI7SN6n8MpKSgH0I+goUJkyVTm1cKwE4IHPQM2Rjw9xUwuE0amrAKojH43C+TCixXCL5Ktk67DSzyOg7sJLKox04q6AdmK42zTjirumnRYnbjfrN5/9bnH31jyevfpm+mtZ276ZrkCIq9yaeumPdFjJ189JQwCJvtSEJFB3CqBv+N88utkxg6A30LQnU1Q17P+RxYX7bbmeZYSVyYJGDHRvX4PGFvukCaBTlrFw2JtRKQgV8tKCmYPC+Wx31VB4B0INpAyqIMtMWJq+lakl0/9u7Oi1VaS4b0enaX30xHTwYbB21kpjv3R8dhhBeTtebHAX21W2FpAV9Nd5xQtN5y2E5NWc6nuzoqmZJRRZOWy0L87w+USDFoPps8Vbb/Pyf01uDV/0Ib+ArBoCJCmr0LLS0XCkAHXiF6VQIlVjkTdqA1qFNkIfM0Pzqq5ko6O79Vvwiqso6WvD9oUX7oM5r2PWylSIGYMIhd98aZjFb5YJp5BnYDXDXnNwdD/ZHk4A8PqWvz8vEMdojE3k+ttrffHPzYdtfb2b6njXVY29g220qlzxFE8xqf9fnVRMQh3nA8XXbs3RUyv74H/24Z34Nfvk44vS022uZOfL94XXB0c383R990Jue/cUrgFBMHfyrc56MzDrLx0cBXvnlPAsNa1gs3lD68N7W7XXSGgZVkRevZx3bbXrdeUIHAbo+rYYHPpDlQeC+SGJH437OsmQ17xfcb40qGSfcNgD5BmxtqTwZOADalNVY6UbvDPRvroVP1OtZ/PYFvYBQbeD90dbzi3QnaD2+VWLUcdMGZJXrswJABFRHJTc05Jj8SmIZxUgigGS+WMX/iZjbOYnmQiO7La98uV2BSRsgBdLarqgpXQDiKytt/iMTXCDwSkHYJeViT5pQQkvSxmtZ/qh1+PG7f/O+31zP5j+/bQCBJuGU9gwMqXRcqAmcPVsAQ3mee3ubpVzDrheU9CqpYyxqxmZX6uVUbgfBuw/G8ObiqjfsyXK1ShfSXi6SXq8tm7TIiC51W4J0nUmLLqWGAO52/bZHypyfX12sNUUA0CmYzwGSwGm5Da1sEyjb0gj3XbunGv/A3jPV62+yVZK3B+jVuuq4BGtZ1ia3ZdRQJEEjMVRcQblgWEtsCWBijZVSUmAXpQ03LaAhgOK39loNACCeaZ1P4TdMI1YfbhlNzrkBylgPQ92nINYi0iBVNl80W2FlQB1TTxVl3giAkAzJfDZzADkYOFc3m52eKOsVI4IXFUY4AHZ2He/dCXIB/Abwhm58gLG/WaCvihINvTwZ0NhuW0VtiKa2aEGTomlDWJikJrh0zHxTfXMhd0214dHRh/W9ypcJEIxqwY2WeXxomNhsiAMyOVjRrW3LJqTcCOS6MbCiqBaqakvuciANxyUcuqaNDQCK569zyAE1YLFGiEuIOMIEKTjsmR3mOrmgVDJC1kAO7XhvC/SG3XK58HrB7c2SdN2LmEsBkcTjvo1tP65ULcz5ujBCLom17QfJKkYRCJt2ZeNY+8u8qyEnPmoItxyp+MuQKLQWObV4W/uNpUB/Q5vINFCNGAvEiDSAFQmtKPUNJq83wZ1uvM5CS1KA4otNhGwL0aDjrjclwQY0STs0B5ORX5RYU8GY6dho1Ck29lHgD4bj9rujxVVRfrLRH7TmWX007u0fDZZRQ5s6K9X3f+/w8quoP9w6P1uFXu3YYL3ZhLaBhbUqqv5oGF/IPYOylmA0g62OFVqlQK2u8U/ea6FX8i/Os3kWOYUNUwWA+OCBv3r++LYWntD2UHMLiGE4uCOS52yxMLnWnRFrzJAxwwzl4vYKjqyCNrDU0FR1thLE7A34aobDnpWvhWmUlqZmiK2aTYXoVi7slQaVVBnODnizxAeFUyTGtKyvy+adXruuuUIhf1wehlAuamE0Rc7cjq1C7pJoSII0JXMV388Np2lBU9JSuJZB7CbLki7aKh/c6x9Uk/JlPqcXlzrwRettY2Bby8+sqWrGfXD3A986K2sH2JaduqobmNp0NCuPcqAYOF0D/RHSO93Vk8I4vgMaASLeMu2A44/aJlrl5XWuXZel0mbcYOVykyhVeR1SUToZwKSWomi6njHQvKobIZsSGZYDrJEXWp6uqeHhuDDH/ePoyZM5B4ejflbVLuaM1UpTViMmNHQNVteqRkeu3Rn7JoBZrpmmxIOwAPdcgELzJ3N2F4DVukoB+LQG7/e8dUpaXXthljfzemISWG0mI3o91++69iuqHG1RHVDGJZPbPf1NJIwKVAhArQQEnBBaSYcgJLWBEIUKKv07QbYGAAEAAGESAka5kNpEsw20ANSlaRoMhtJoAI9Bx0NWKlUL3P8OejaF1XldZyVG0LWcZl0QpLGnXt7WwyCYlVRCJRvuhy1a1VI0zknryzfR+/sgW4lwy1om85A0Yn+8KFd7EQYg6X9vf/p4bmc08WjDRHUDJse9kaRqpQUwwV6nyEtTsbe36eW8TJjJqBXkNoC5ozDqj9bLZo/obUvmlaygudFO2NNr36tNMiC80VgutQEkFEAQXFsYSmxjLCx1UwNpgEDJACDP0sRW2MS8MWeMLWZNEBDiu8GWE68jBfiXrza7E99GGtq2isrJsXf2ZkMUTC65KXP/zpBcs9FbgzdUmIuym5X2yObSA89Y04UzI9R0PzLV4/s7ZbIEVRL2FOHUzCQ/k/KuOav8wN4pqiZpZqO+sqUvXb+Oi7qSstQMo+0fDNcRr1ixO+6sqnq+Sf0grDO5FYAGQqqA46GUc3k+HR4P5znccwR1Wh1j9N7btqWZYaLZ05uWGd4b+ZaoHrzVOhyGWPleFyRvljfTJloL0yU7fvjs+fS9R73T22Z3ONisrw3UbE+8PEYHj/DVl/OTHmAw0IYLHYB1+Ua4iIbHKLuy8LOiKPMq7yrpu58/3nR9cuD3t/MygvAMt0pR1Jdafnd3lyIYYwzYi6cpEM3+B2H8FASFD2na9vGZQfociEg7Pn6aVe+PsEuj17ds2GmZSR4r5bqUIJ1nONDBqhpcX9zs9dpVYV9Zqu5GpkAvTBgUVVWJAYehhnVRH5vOoNV8dZZ5O93XxOjluLkC7w3Gdo4qYkc8C4Bl2Fy4RIJ+lERONoJnq/Wy1DncCnWGUUHWdR0lWUMC+3pd9xNjr99L6txrTGFyGSiTwVrYJqmTAKBHWt0PkDJ2D7qtCL5sdcKBuDswHx079/yaX191t9SSVpU2bq8yQMV+MChS97PP08oUHz3sr1ixu+ttGnn7etPYZNxuVyt2M28AQQtVcMSywJ+MnbVSd09Gr06Xp8u07ZoNRQKWvK5dbAWmu8w3yEF9x3FtygsUWqZB11dVAxH4UYg6holH/YqXn24SQdy/taUPxtZ8ZSmoX9/GlaaeH/iAds3KNWVF1QU0OGrCjpMsi5EHKwB3tlpVtCEcAAUw0xBKDqCUMhewHZLLHAQmrhnwIYAQSgDUb98yEIuDEY6v5RCA7W3jX9/SkzFaZ+Q313A3kOau5o360YnxyS14PEeZtgXnHgC10hWvDrYNkJNFKn2CVFUcd2RJ0b0P3edz1m7JyxuSv4onDwIQZOtF5Rq76/O0sfOd68aztyqE13XUeGq9YEbX6mOBnQrWhhkrUJJNll1EhQ2kVtD/eMLSRaCqv3c4+PVyWcPQco1FXu6wZiew+8SMUtM9bG+07GBM6vpGs9V84TaVETh2H5rIpYQY2OiBwO0TmiFttrqaqXoOIPM96BNiILMVGjnEugc0klxpXs/mV95SmO6w1+vgCrmg0NKoEDaMKrCizBmjsE/ita5fnd1/+/78arNjINNoYtKYCBkStdzYTi+bI3kR9gqysyInVfcgcC8oCYI3F3uacRMWL+quiYEiZeJOnP5qrj/87n20XphKcsAARoND8uqXU0RQ+9C6eL4a9J3RfjeO7P0hn28awKoRthxCmvWidWh/8c3C1qN+z1Hb7ZFn6Cy+5ViKynNIf+CYrgWBHZg20QZl5S1Iz2Sxf9KJs+ymKpOc5IjPK82lXC4h8LdJOgOAFnka2t2twy2hK0XNsWG4223Q7jaSZM36LFmXiQ2k6QMVRSmMopED9p2xweGMZtMpqvZdyaPt0Jo9Xmaq1IG32jT3/if3xK/my5d1XjXbA5ww6tiApHEJEcdo02RKa0XwX07zt7sY09o1lGwkio0v1c2R7+570RMkD0f2LYOC1y9vGvstf7Drnz7pzxpim+nd4/HsYrHhxV0H395qXSFD6Ks17/QxAo4q8LbZ+kVZhGG777GrOl07WGTKdcxdRYpbMsCtNS5fLpvQyoxYlRBiG2WrIhyDelqtbavQvMqoYSKWNaBRhXI/aR99eeKz5rn6aYpaVXyT867Dpmcn3x5M+riTyxvqA8/MrxjUZL6pmaAWqK5WYHGj/+R7/mvofvPpNNZ2W7HX8XJnt/uqqnUa9QfBVWZYlI52d5TkmkqoVSHB9RX3A88tqqQsJQCg0l3fMC2zb0DatbIVg7CklFgtK4qTnPMbBrtBkDl21g7z29IhDABtEjoyO3QuyqLhbWjjrOOalCVxJZ/lRdXI/R46S6jt41uAbQs0ukG+vUyxtLDSijBQcUAVgFgBrn0PMC2c0MVC2wALqvD/X2EASC7YTW17wDyrxTxhD0L4LDdQZfyojVZlfLkGRIHHHLiW/ewGKQrbnt/p2V3FTqO6DVsxqQYOb93pVLM8BriG5MmZbqgUGo1Hdp0a+Zn6agsSW1QLvu20CLaLwnJVrZtaNlrVhOhKlThSFCbC87vyZHShFSPZzgMSrOrLyMxLEso+ZtmSFcI3cKNZww/2tIgETesbZdh9X18vPEsEeSRr5btS94bbaMjL8FVPHdmmKEthQYwUbiq5ZaNMhWaTMrjbt1JEkNYeRhwix6WN0qlumRhYpvaZ7W45XNQgocQT2u23bQ/Y8uszJrS/Pl1aW/ag7VJ3MH3COr3A2LdQgQxX0+XCMCrRzySjQY367dLyzC44Piu9xvVNbJqMBiiexRLlcGvgQ7Ra56NV2Z58y8xIbZNms2Q0RUGI4ig+OjpIYtqKiR6T9Tex2dDuEPpVHKqqf+zMV2qWs1FrLPK8B20bZz9fzcc2A3rEe4YRBAe+Y/Talh3kpWeW6pPX1d/7p9vFZgqxatlW2OngsAkiHzYWvC+eX8/vHPZ++pPVR7+/K1ntE7Xbt0yoS4vXpdHbNlFNNy9O8y0KhdUn6cOh6nMn551XafXR22EaFbe1tSrwJp+PR57pu1V25X4L0si2d91Jq/d6zbccMv+vXxDLHO1iNxcbJ1Gx9+IsaTvAUqBpVAP0XhvMnkZvWxYckctX5b6LT0NYFpv7etBH/CbZlMT+1arASO4M0Z23h9m2G144fn+HoXdka/rrV1+2uFNhmhsmSF2M7CoBE8dJZx5AhaXQbVa6RoWD7fMsIQOIDcG3cfEqXU1fQSWzjly7wGT2wchpQurGYlYyYFo8Y3WbZI6oKpVvgGFoAVFTJkhUqn+nNCYkPW0jjjZYIrRMkpbPUKdl5bRhKLcZyoChXSDqkc4joZMGd2TSuj/69NkqIvCHE+OXN2Bs0MKHZqU6aQOwtZ6nwvQcw5ouN0FoMujUuTCIeThGq5wowySugTDYtTyOlM8AqwQUoCXtwCGhF0ZZlhdNDsBB4N7ZdlnTTcpcs+SzvHYM8HHPKRv9Ym31fZYL0DT2ghsup+u3ut+LYwbRPAeWFxRVZXsSBpgDiDAsHS/0qpzyvAa6QZ4LXAv4Y8N0UFFrR0OotWAAQgT0bwlWAACAem1lUuZLC8v2s8LwQmdQpQLLHVjc2UKOAbA28gXgDWm7oY1Jk5QeA9/+YOyG5ulszSpRC5TcZGcx9aASWTnGbAvSpmTj7SQ38oN20V3rbVspOqt7vLxaeqTKs3lMC4Pq5iY5GBCblU3a1NoY3mm3T8Acq6xi8yVbVqozwLYqkpQ+LiHYw5MJq2HjAnh5DVIChEZCm2ie5xkYJhTIerZpuoeW2Z1dzQt6JfYihhRAAUYIcKiNVmvbDHsdWKHa9GEdBC1WG7SCkDW2g1zfafcckxGoIFDKVWkeG0A6/tgiIfH7DXFLruXieuctx/aHRoqvzpf64saD9RAJ+uq2uC72avWh61sO415ctygta3tarctDMfk7BD9ET2TxYrg3O3Q/OTxK96Ua8EwIszZ3s533GDJXxGrWRaGzIuw4PK/am5S0UV6Q1TxeNkUnAJ0hCcT0GsRky7n4pjFKv83V0QiLFbNbcNPIcH/b7QW9nbDf6d6umpdrpp5dl4uC7qIX0Bi8577zLXH2cJuEZG9itnY8itXJgxbGbLTvPPhBy3M3ex/YRnWtOzB1WeQHG66tnrm1bSAhlhXZ9U0zk8/Po6cvRBy3h8Pt7dH+H0wmO96x7t7p77YH7coZONtvGfK7bePB+NgMqmuRb7IXr2b86a0cUrOFM916+bKpUws940A2Qy9YSABdUBtibQNHgxiDzKbLN2XPgrNMBp0gk/WNWeQaPxVu3cP2ELTud8bv9annF9OOkznWne/AYHsrGB//k/v0D0D729bZ8fY57G84Kd2wamRZaqG1wBpig6t6k73BLZFJSjXTVBHU3nnXJ3cpNzMRCynkdJatZnV6LUsL29vg8KEDAjVd0OYK9PeQEkgySDlAFQuYCXLiLODeQo0v7YzvBkvB7/ooX0hQXZZ1flOwtLR1IfIKmy6hDWqqTazmi2R7YFRJVRvY6bkXGdksaSNp0A25kMAzLC5oU/k+rDJp4wrLuiiqi4bGFBZUN5mAMmyFvckspgW9ydK6on7oo9Bbc2nQpgCQAsC4vq38sxLUgOcVQxpYHAgDK8+ddN2XWZUVctB38yYiqu6dzi8jeVqSmikGGoZhShGnmmMLIlgDDJ0epbhTgN0WCD3l9JXt8HhF21hZvJZcQKgA1gr9zuoNASCTLkgWIlZsr8NP3kOffilO9lFKq39+K++kqN8HFpFdX80KVtqev2vKWb7Qxb/5mWKieG8PxMiyKolgva3I7sAkOb/XlzfHxt43/Lt/3Jp/lXpW+K3brbin4tfTzsDT80JAQdI8l06TN14R3+tpYw3Wfu/43b7zoLNsysMurOb48kk5FXzvRPuWI4cBNaRxBHY93XhIrdvBdTJdSVd3KPGoyWwomAWeNmjy8XvJH2BmxL31ovmy1LiDoUM9i9S+aVR6YNklKkwL4qaMV9fnawLBTgCPbOho4RkOb7RPWeX6ISLSJZYR1txk5rbbcQtG7GX88vw0yzarX6yd4bFN8f62Pzy2m5vscm70eoDsDuN19fjr4ugDZVdMZrWh3Xxmezfy9GfPWn84Mu/u82dPvGV7pcwGrDfAILo+7hm0vJHOQc/rL19TXGbQLmQGK4Utydinr1t66+F73d/85GU00janZkUHLRvgVuUqL7mMhLy6aYAhvIZB7Ip3H96x/KGSqXRQvHlztrJ3W4dvEafMaWC3//H4V1mCDP8//+v1t7fdAcvXZ5WCBjPKyAh7UeYYzncfhaureNwFq1Xu9+0pQlJpgQ0zIHcfDBbX64uF3j+yvpqRZ4au5syJFUS5d8ddfzl/wWcWZlsHVuZA/sV1ltbRuNtqmw//bkv/8mlS4filqGdq6yA6CsjeuH96vlyuaeU0FgJZCisOHpr6r2/AxAWbCK61HgPtm6a+EH/yg/eSEjpdfbaQvJlXMiSD/qZq9Glj+cfnRt+9+dpR0eqmkmZn+3sDkzFxldZvSJ1nVne0ucoNl7WzfFm5DcapS4FlqVVNHnk6NcdRdWAQ5/lpOtSsi9nC/JO/efJN/kZ0tFGAVVobhbJ3w4zIdktzD5iGef8dZ76K0wbU55Z9MLG+/gohN/GgTAZ6tUgM1bWALlVBGxBJSiAJJss1Pxz5ry9lXqCjLpDd4HbDNloLbM2mvMrSsAV3em7HNH+1yDxJU6qZJnbHWcPAYmnFXJ4D5dQ+rphNXMSqypd5cW1azLOLtAgAGAFgIFmukopwJKDG9kBR7OGiXNsOLShaKc0AqACYRbRtlwK37g69uOTX1wIoQZyuZygYOsfOaqZxDGqz2zZqfrao7wQhlXrtYc9z+mxkyFmTKbwFcAOuY3A0AE2lFdeAMQCxVAhqCH8HsQIE0MFop345ry8BMp8B0KA69VQl/5d7btykn5UsbMEh0PHKICltG3JnBB6/VA8Ok7JEtHL/5j/0Ly4aM2tGGJ4t5DsfesuL5vtYfAJA8qv0YAkgLp9FswGzbVPSOGLbNmtKwhTJabsq/FIrAE66bk+HyxdEztamL21TtnLadvvvf79b3p6+eFFhw3z7e9blsvLMoDZkg6gQUrqt6xJ1TCtn645Bc2bxdPTl/p3lDRpnT+uyxiOxBVwbgpJis1I9VzkFa9o9m3GrLNQgfP8uaSEdv1gHWLN1BO0W6HdBZ9sveSMUbBisTdMTOr6NIuiHgU+0AbAHB/6OB2sMcp2dVU286uHQc1ptR6/PLjBSP/rQfnwxLyFhFcJrOMi7e11yVc3PXuRp63RXxFhSE8CFbXRR/9bdJJt6dbnWNpnNQq8G4ZDt1+U0Ah4xmpzG6XL8t4anr29H46qBEtxryxcsfK99/ZfXHyNudcFXCbC2PHSRKYyPA3r1an7r7KFD12ih0XeDO+bBLgzr2s0BcdJi+K9eXqmCvfv+B4P+8DhUUWl2+5R7Mct2S7hckeuU3z+CN7VmhsFq27FkaAvNDAfgInCendcfb41/+WbTCaqTkW1v0nzAauxb/dbElK/e8/3+g+r0Ctzba765SiAIf9SrrlH9avHmV7NRpcu59j9yQZrZhX6ViE8vrqACgQFhCbEyOCJD0/BL+sftxsDYc4GjcaFRxEHwzvgsYsXI44YTdBkqesy1K9ETFzc23UxJDmzTL+c7y7LWC/abF7NfrCc/Dnfv29aJjF6j2+czwIU2zZowAZxEXduMKo5Ff19frHCxinhrq2N1PWK5SkTA8cFP/uyJSRD5ntmkFHFQJvryi6a5h7Jz1TCweyTOq8SIQZyD0HIn589m5VRjM2uAhWYYStzxtiKGK8wTBhlwW7qOorDXv8zN9+4Ei7Hz7Gmcx0mrY6io7nP3wdhWtNwbkb+6MpUPdrZQeqsVBCR06qRAJtI2rGpmdCEKW0XiKwsosCCyFjk16lJAODAhIbrdCmZxFVFOFXCRHtjeTi+4LECTpTqhlACpwLsDz7fhppZAZ2XLWl/lWuMUWhWXH+zCm1QpU541ACC3YrxZNtpROz1XGVo5vrtmWZMFd8eBYXdenAkFKgwmHVCVQEnJFAAaKA2M31YsNYAQAAgIKFyEAaLlTqB//G7/l4+bWxFs6mYWB1Y7hwJ8OZPOAFq+UOtMcbP3wLxziNdMvr0HPrsuLj8BLSJe3MolUdiwQVS+LgC7Mp4vVIn0rFYtU7qoFr5NqQO44ROLlnUntHwD3sSw1UJTx7aCHiO7ne3B2exSzW+yLBtbZq8dFlEtsDPaJQeTkJdReiNuBjZL8N+/16nLV7/UatmU7W3M1hnxwIvSm7F7m9elepmWaulpcNBDwMFioMw3sUNEKlVpuIEN2rmcd9uTXje+vji/jkc+5qZWiDsdLGpuQYNYgphYAwZEDaERIBoYrumyPGGXi0xqI8TdwHRasLANhGwzWZKgXm4Eg/3RoG//5c/PB4etMC5r7XaglYF2GM0/AGrDedM8nz1//D7cWgKj8cON7fp2GADguMb16dI74dvf2eI3qJrjdkDmUueBtXMsq8dPzdqsKbG7bpuLNyvZ/qRcbLh7AD7x8dIhd7aBbxo6NW6nKFnT7sduZBmeZ/l2uEPGRRbqPRtZhikS5WhbN9azi9XjYuPvw2SpmRFQOQmcQRsUc0B2w9qi5RDNXTtgw2lS92yWLmun5Zo2MDvwC9L9t88v/z2vuWFRrLDRM6KVvnN0mBQLWxn12Wa6zgp89a1t8PSTbLhjOhXUfbPULiacm42lCtOQfa+bZCzYRwBXQQYlhXcscRPhew/2jkFJz2YiZYCZC8BqhOxJ/7K0cKfV1E66zH3fMdxOzkojy3UqkmptDy4Nxe4GSZmskorKavlggPsz3YwMo2Md+44jyiqIryMuCWy1sqymPWLUAaJEqyJFnO30ceWSF4UpFLMgF4Yi2qq0GM9rGGILA/yu2brVq1RwE2IX3pwrz9SVBIqD3QdOYPB/vPvhXz17Oi/qBnAAwAg65LKBOaIeIAGY1aDHalom4fEEt4PT15v9PlKm9yJuKIY7Bji9bWKoSMmPnXa+anRWxQq0DLhel17P4BXVlQz73bpGPOJkuwuUAEafNPWw3xu280o09oZbbfPVStm8cSGgDFg22N5xMcZd1cQFXCloUd3tEK9lOdpGqnk9yzyUO0rNuKxlvdWBuweqWFRRAsuG2I2SCtsuSAtlYtLquiUzZNhW5PY62lS+8qABDCmYUjVQCigONAA1BSZSJgRKw99GDACAbDhmytN+ceWjf7l25yhjZP63d+xfT20AgqN2c7JlxBn48IgIKeKG/9WTRmnotMDVBTjqg4vLwjdBbIFUOiKtb65BD4L1taZaPrkGhg+qUtGG6tW8tWXtDkLW7nlh1YUULfn733746eOm82BAQmZ7g1I7+4/2s1dy9NzavF7hsoTSnqbwUY85m2tkYb8S17+qWp3WZdR0QvWgnV+Y7slExD2jZRn0lCySl915tUaxUHzf8z1jGLSO8hdrs5oFAXh8jkZvbQ+EFZeJYanzm9lh271/0r399ApIG1rmbVywWt/d6r+5KvuDFvBxlXEhQS2ghSzDcbMwHPXu51+9bBZNZxzyYZtTNYvX7zzo1NGsvm4MFKi6+P4/eXD7xVVqgcAic4Kum5tFV/5obgbkNn1z/eBAwfWrj+72zqbLkRXSUrwdNHuPjP/qqmTRrPUN30y7pu3QajbEQOtg9YJu/YFauzpYuXFizX82H4UTy5XDEXlay2hH3beKO8lMBvhfPRFHD3ehwkm8+voZczvtP9wTOYjGx1aES30FW9LsfdfFW6Pw68ohPX3fmP/i8u6k/+bFhc2ts2XTXMTtuwfx5dXu0HzyOjLDiRt06njT2d1ZvSwnjtn9/cln/tbwr766vpz/5OJ6Kgo08GmBsvN6r9369HF8WczDoAJ/i4u8Q6rAZR0jpFfP12LNd4ZsSnWPhi+X6tfTqGPad5gXYFOtquE99PSVAjv0yV45iYm0SKehv2atW5AeqCZKtTFxojU/XxHvjsE05Anb7qF8mWxaLE1tlRdD6w1ci54QGBgfWjsfflS+XAnzTTbeAijkEKGfnYmRQTzboKYEibpRpPN7H4I/m8lUdEcGW2yA2ep3mLPXLi/Wt1XjKHDn7w9gFF39VAAMw9dWM2Eh04Zl89JeN2kCADJB3wSTqpwW/i1/3hvj93dPUm0//asvrZGpsLqdseN9JG0la5DMdCjS+Fn6q8uT4x0bZvFfJPS+JyWTj2vGiHW340EkqjpZGMhTGGtRdjBWbrUpDceb3N85f3xhOs740d4qs60QWrV454f328FYT5dXNy+tzjXPWVcyrkCigYWAhjY2OpuSh55iLVwjEpe8TzwfoZs5tbvuYISfzddEaw+AEfR/sO8UF6ya8vHJrkGa0zcxbqE3m8YnuNszVsBtKmrYQufpUdvxgL+p20rVgBaFBJaNlZZxDaSEHVdrrTBAv40YAADZhRpVmVOpL0qfbuxdB+VAknH1sYe+OsXNQUiSrOHo6S0f+NgINW6gBYHVAqsYNDWIMahLUBaA8qptobEHodaJkj5Esk0aAjdr8d79UZSyjtfa3FYDoRqeJKq2N3mdqh6wfwjTxaJaNanyJqLsbbPdpcLfGhZ0AaKrti2752RxbiY+tl1cn0za5F1ftD3Wen8yT5r37MQ2jFNngW0bpj6vXi+XGIBtwzgea9St5usLX8bM1k9PM78z6shGY3BbVxYm2902rKd/9iw/cBBEqKsY6Pj2iX+1adoDj0NEUhEYBNhYMZd0AuA4RpRFP/nJ/W//XgTXXQctsLvKN1tH3flCcOoddYmYK69Fv/xvnzkmJbp5TfmKlRBV/7u98DFYmYvk//2j6o4s/88eNO/wrilraBo17/sFfVpNaiNVXp+GrgnywAqqpgSlQw2zpxfc9b9q8k10tBvmLtjy4lvA9g6dzbXzHtq8idUnF2AcWGGtF2t49JF/eZGys1Nmis/OJx9+3O7ua/Xi5tUTngyP009F+732Z//9+qjT+RuN9aVz/ONDdXYa72wPS5nlaY6mVU5Nl4ndKj8eFzdTM+yRuCjYfk91zH/1NC/C2/cPNh+/5VRh+LN1L6NU6GavA47s246VPWPWte9EK3t+zoIHhHRl9Tyz2n5nT8UT04IwXcGOo9/7Tl9cZQ1i88I67vD1Jfd74OSdPn9v4p6T1qY5LeE+8Q9hsFRZBJwct1SHdzpmna+0opyp81Vs1ho7XClqxQsjtZei7/Or/2ArpNi92FRQO51FfLsCxIXa7f/gnnNxU5c1NlP2Xdu892Aren35SRLNoAEKudakhSXGYPlZ5JiuB/gGcP+Kp6eGInD8Lddlxs1v8qIPHCIHbbuzDadXwOmBogTP6kpJwAB3Evk8vq03Tbj9bY4Xr55dnoQo3YCJjbHUpg0Fh9zRXV0sv+HPKLzrk2Upb5Bh2GSfADuhz1bYcRq/jWaJxgZ0Si/n3LeRNurLF69aOw7wrXy+5m5XFwWy6s9/fqHrs569X5bqva5hxFLZ4EZjpaTvOp4Nz+YvgYAUBAwRQMGxa/Z7bqlqppuiVhZnCGjLNZkEnV0Y17wi8No2vThSVYmEOl2ALgR2FwpiBzax+igtsgYaKOa+USJdRApIC3tQsUZGGhoIt0NMBOMMmfB3AlsAAZFrcNcji8reh7yD0wazpTQ+eax+/IDYJlenAjm27cqbQtWCnJzA9GVDIXjnLvx0oesUTBzQAOgL4OyDuyPr8WM6F8bxLi65lg2u5tSwTNnycV7l2moNiJIlZZLEYpa11nn6nYehJ4ivxOUm9mfx+c32HS0eAbkFqweo/Jy5v8KdtVZFSHQijBV652FgWGgXlMUte3yjmyFK6tqqjY3WObGGQfG2ZZY1xwDMSwYvFIZaeGINgzSKQyHSCc1XtK0ZduyS17d5/dDXjte1DTdLU7oWKCm297b8LXsVaUlrBBC2iO1aS6YAULffnEspvvrFL+9+ZxJXfLe/nciOYw9uWWPr1dXspmUZ63WJW62mRSnk752YO23y6pfDHcdCxnrrPXF3Ur3VB/vS4h1KHRpOywS3mWeYyCAAtAQfUgXXHZqbFvE9v26kjDuwYxX7CZjskMen8Xt3jCypdh8Q4yybbTIDgZyCrAVcwzNafR1Pl9fCOj7BzYlDzb19r388ii7YzslEtBo0k4Nvv5OevlI5uU2a/3RWqAFaP+a9mgy5jjUTnjGEVUfqMlWy1nSRmqg3S1WGwMlAnjUQveNkz16Xm/C/+Y336QVb4VtGCEf103U+IyRboBvENlNihoa7pzomr6vo0Cw3Pbw4o9dfagLA3rbV7pjz66opbUNkIwtFEZoY4A8zFLKH/9VXP/q0tvzBvjW5sc4u5qcV27nT6ZIvZl2mBC8AchDEhs7Wqk4l1bhGBghBEsWA77Xtadv+SZVNOjCgfUyLjQa6BCXXEFTQJMOtVqqtXVjeaVgaFTs5/L92wP8j834uGdUlbwCo0d4wLDZll8g1gGgqqY327vasVlOvzO4wYDQvDb18mZM+6PmIEL3iGjZwHhVt22xQkNWNN2i3TwZxy1DVdLEw3URxU27bjDuwilAnhMVyXtXGPV+7QL1uyEdjt9BS0eYFF8C22gg/WasSyI7jgJq+1zWeUG1y3m21ZZXmliXk2MGGUIpPU5E3UIsbTXvWdJmTt7vmOhM9rIY7Vk6sLDJYlromTyFCQB9uh0NbRFnyouJZLg4VLQwPI5hVwnGMJDenadb21KMubCCabfTctACllkH8/jBPLEezZVNTBCFtBMDI421AixJQH2nLsLE8wlAh0lAtAbYNJJkGWv6u+7uQJQMyMsWdvvdon3xyhV0dvP2QP7kRUokHd4etAH3yeLXtk1rDrBSDXfD8JfjqG+22AJag54HEsxrFkYfOL8GGtLtt8TQrfSSbFJQlePet3vpN3g6JrRjlPF5XnFO7IQfj/mjIuls6s9CmwELKP72O9+XS3xtOAq8bWkmc7/PNFKY3Bi9+TTtKOhOSgnIrQxcFznNa+X0UG1iROJqGXPQtsJ4Ei8/WzshwCAxyaLe8SReta7yIQGpZO00SZP50maZKyKKZX813Ry5kTJeotyXMMahSsAFqM41WSS83ccfjXc9Hnu/ZHaftJ5wLYu99f3J2up43kT5f45HcUyOgt73+zJq8Dd+YDVPRyqpWnQcd/nt/MGRrhs/KJmle9lqkb15ky//4tPnBe+7VebO/BaavgNUHRx2n93R24wIzAfu2Ol/B58oY8vree+EV3fhc+rbaDcGFhm6oLgm8H4LsFL/5FR9gEFDge2DjIS0M89sn/VPx5K8b603ZxkwPt3cebt07IK2ECB0sZonZiHayUX/9BXLM998f9Cp2zqt6gD/7Lz+1pCDfM+u6bhvozevlaOKdXRddmZzmMBYmPu5496zrBCR1Y3+x3rnOy+p96+DuMXvPW/4m5o9jwBjS08aMwE6iVgCs2fN5mWPgNi3Dre/3q8+W+0MT7RlN1DQavonQ1k7bkhnfgDJXBKrJqPOrUzT4K7RQvnBb4nj3OaF3zWR46F7ZzVfZ1i7CsWHVg2GjWupqCi1umlRWaxfgXgfcxDDA4ZfJarft+g6EPmxyWiNQ5kAAYKQgJU0QmFvuOPD4xRfLxgWSJLMcvwbovpF9UbPYQl6rE63mTY0AxmlNNdLnpo+iPP98k2y7bVqsaAlsw6uthvCmYLjSLWwTu7mO5XHYThG0bM+58y60aFFPIUNk3EXrcl0AT7FtBEoFe74B19KuAPR4rvDpSpNAzi+LFNjQdrZaVPOGMzNTmuFWY4Nxv2VhDc9uRo7zfJWZIXYavb9D56cr3mRS0lpmEkDIs0apJeavP5zoBvabap3ypmBl3hiOrpWuy2qr7aVqCIhpG2+Cqi4AmFa60QWC8H5rdOd7O10d//rPE7ORb9zh4nozsrQsqAmIO3Jt3/MdeH6eKNwQF48cXSYIWjIUAEogamVChZCRcwDrxnQM2yEsV0D9djGpAQCEByT3y6DHXhZGU+Eb02lioRvIsTb7BIXythK1b3/7Xev0dT6NBavA/g6IcsszVKvHqwqqBhChb1OlMXd8CHBzJ1TFFUAc3D+G01VheWPkOAbgl0zu9AfdSrl9j9nqksnXL3kXrBkWI2H97T0LJtxNmlJYWBmBb1+ZlBXZ39fwK8dfldUjD7S7cO6FVzmvPdu+rVpQaVETq0qBqQwoUzp5Z1i8jANocmSIAk+zOCvloigZpZnvmZsZT+UffG83zqom7BZpyTWmTEupvniZt2zP7Sr77X6ojEUsoUZMAKuidQAls6+XPF/KEKrhyJ20B6evTWtd3hRPj9uMXTOuFAiDJl66f2f8wR98l/3lzzdX87dN5yYzLQvmGTtwbRd3xcetP7USjOurG73NwO0XYKMLPySjjgqUWin0My56iu1u+8jVxXU11qsWY/YUlA7M1uJ7d2GOUesO3UWgFQK1hz6B43Gm9TR68eW5MV1JKfNWf2c0+pbVNiSopqk1jRZw66SvZc78Byi3Y32+fnNZ/O0Pwo977hQy80Gw92FnPs2LNcMmaPvO4bg1Wxmyci3cffjRLuh7X6xqnpDagHy+8pf6+CSrrKjdVh9/Zqwj7+cPdsE/Ap9fAPCi0cUcAH3nzruP3oGb2ays0/o3WVur21gYEBupNlru3rbHiyaLaFWCcRu81baSwvpr0/MNhrxnJPMQRXuLWmD30hjRhHZSOdtRQhRbjl5AIFtQrixTFYbj8ZrdpM3d7dHtstlq9VgZbxTisWm0oCm03Q/zpsgzZZnKQrUGqUpI1zJmDYfDxh96s3NxzwdmJAmVN8urVseMfDq+08FvANhVgMlwi9S/kTqqRd/pCBOaOEeIRLo2PAtQIZzx/R6WfgJgvCGtsQ/yelWjXAAVN6pjL0TVN0CG0MtavyvUxAK3BfbbMquVquXQAQFQU2wMLbHhGgLeA+AXTO2A1jBglPtgmXxe1yMTn/N6twfmJTFlU2yZbdAtuQU2jQfirEEeVSxrEof4j8bjn98UiGY2KEtttqSigErHwCJntOfPMu55CHR71tgyXi5KV8OdTs8fWDdXi2mFnbYNYO3zUh8G86skUuDDHS9TmK74eABI24eNWi03CmHfM+IauQZvF7KgoCtIaUCKuOFZVIEkky7UGP6O/AAAID0XQNPSwtxuoVWJFbM//o6/WeX9QBYIPr6sQ8LHLbW5FkpblomgAp0O8UNSNiLeAI6IEoJINPBM6TBF6pal0xUAAIQtfLkAPc8NAo0Dl02LbkZbbX/y9u7Acq5m605azMJetbjplGXLhbgMD1xqGOhNUkdc4JIvDbl5N/zuP3jPRsMn//yZ6rE3S5bQ2h96NNOVwSEtSyVa0laWWUuy69kq9HK3jjmDukHcWEJIoRQG3w+cHuKvrptvDXH8fPMiok3FH27j8YGRGRZiaceRnR7Kaqyuo7zjhrZhAFsD4FowzuLTOavj9LBi4jSyd92mBF7YNXbrCVtWzmyRNLvtoFpB3iG51Xzww/IkD24+mS2IhKboyLJiZKM5qKviS2FZDtRO63nznqseG2F/MGLTmTtknxZgLlS6I/lyJXe3oiLdr2VDAcLhIs8hBINeOGo3n8/FfgfAOZ6mrhX48XO6t+/n1PSmvNUCBW33sW/GFTvpRhGTRcJUuPvIjBPWORzEb5meWODXcYXBv30jWi4UBO76Wx/waNoNi043vSxM6t88JZtb2trqHTzcnaIwvWGoUpoWC86EYFTS1vrLpjufhHZzlOsH9w8estsP0p0urf/Nbe6Kwehoe2guX0VoU0AoeOjFN7UBpdKVdH3f84qMtWiOhcQSZBTEmZVUOK+TP3lb3l7Or8SRnntbfqZC+6y01rFiTs3LtV7Vl9gxHxw6DsGBqKmvOLEt5RjNNCl6PafJVWvQRW1TZaY1gPQWNIXQDUU+W2a6LEHmFNBuaVcGGYwzkCyLGpAzK6x9JOom8Ekt2M57wfJXc4qlj6xgLS2QL5UOezyeyRA5cdowbFq+1zY9q+MNdkKNULpqWJYO9g7S5RozrDdRfdAxWGqyNgDluuEa2WMizJqzsjma4HPtC132hOxYdsGl30PrlA5M41zAn5dg7Jpux9wsSzcUDgIhszsdMlsnhtTtvpcpEP308bbfY75BibDrBnC1KYGhweT9Ln459bbY4yUoM25DaNg2qwVUAmho2ZbOOSFFLLDvW1UCbdP1tgDSLNmoOC8x156DIgFJXho2MDRoIZC73Z1x6/Zqc32TNwj5XOaVDtqmALg2zNwCRVGWHLrCLERjDSQHWgpgmpgz9dulJNIAQEC6ELOGtELPVInwde1bEmNlWxhmVSQGo+GW51xeLHmAF5E4OnQYAFlZ86RxQ6OupTJN2zGCtigkhYb0MKgESGtg24h7oc0r1xeoK6dnYDcL21QfuoQuC7FjrrhlsPTA83uBHarCV7y2bNtCxIT39umbN+Jr4JfKiY53//Sw5Si18UBswosL3iyq8Dv+fs+e3Wair53CkYk5CEx7YCBuum64N3Sevimx0rbGilISgHsjCCj3AT/eRptCvplukGnem8C2q1QjXFsZWWFIVbIKdUcWNnKJ2gZsrND3HAN6+23nKioWebwpkxrEY+GVTdooONegGfUgaeFDUfWwukzXb+Lh4VZ+dX4erainZjXsmgQrlafF0SQ6MWp0Sgcd87PLCqzATQR+U5ceX5G4qm2SmmjpS1hEDJu/JP4PT+R4UyXXtkOGK0DAgVWGJA/tdplMV+6T1yVQxaN+E9ayWvGGFl1/q646B29NAi/s7ZiLs2vD9zo7rY7t1LONClqF4QLgiaop0173zkHshfPXm/RaVlfCGVdy4r3ZNboHg1rRaLZ0XL89bl1e6SkhbSvbgjfFnfbVKyY3dYGM+SpBOEraCm9t/YtnwWqGuzEM70cH/+OR/eeJDuqmjEUFLQ4hZRIiaStQABeCvCQ7OBNF87SgGoEhxFv+9pY3/On8Ykz0/+fTTaZrCF6/P7zHukPa3WFJEwJArOuZoP9fnv7r59Z9z/KDfunJceY53xxWXjuHk0+Frqp2dbXstoyR3ZYsbGQMDQYuuDPigisukBASCGQQEsbIjemkarralau6uk7Y5+y81155vWm+M89nPjn9Ihen3f/EV+M7hsZnAO8BPHksNq81uvJ6aRFbWmMTXtWefeyxmzl792HnzSoqouLRA397zfdt3XONaEWXO+qZ0ENg4sG5qBeFTBFwkWEoegP5jS0c1+svsGyaCpBNrKnQFf0mmCqrZJSQSgqnQhgQvxsY8ji3iK5rgovaVNfTtYx1ZekkgIvnC8xyfDIC8yWqkWIRu8k1A3EhdpI3wnMhO9CLP1+I0anb6aE2ahS0y7jMorbj4CcVKyBoEXzvqP9nr9Z/MyCvVKNzehqCb1bFwx75NgNGzYTl3Xt/sv1qmkZbYqGImlhWAALDBM0RCwT9ZaSVmQll7mqsFoqyVnE46Li2MPKk5XhnhtrVigfSDPsOZpLmrYG5Dttlo86Gnt7KKpfzRukICd3wPX0V7TKe93VwO01Srvccv2uB46G+WrSZhDGyGLAUl64OJVBcE0qimgOMCBASS/4rwDjpZsQxyqVUU6bpdX7cdW/W+OsV/fCsc2LsmhCi0AfbKOXi6OGIRluAGG4ZdVFbt41p7o8RxmjVatBlJoIA2fGGkh7CglRN6bhEA+2QyWM33WyNqBxuLuk7021sLXah1Q927zvEATgzO7cRXa6TFNtHARaDRJugdN6saaw3pXiTdGlej4vnW7sZB8ACVO4WkTQ60FGGDoPhfaNoRcMarcgTmSzzfOC5RZELSU0TcUPWEf/g2Me2++RF/P0PwP4taCp6uK9n6/bZHAaXyy7vbon6wUf9zLaKog0qaaW8tRjxbACNhezc/4E3+K51/V8u1lUvRwaFVoc1ju4sLeLmvjgWjSPXM+CL2qqFMaO2bGy7Lq/qoaPXqAx5O1uY01gQIH/zu3SGQELAw0PwAcRvn7HdrW367StLre+F6P+90/5n/e6R9C7qai5KpGGTFjMAerw3Sn/xs9bUpGjI7/z2w+cXly+ndePoTV/bG3SPnc70piLQTRpyFLgEdzrlUlwn6Q5hvee/o3kWrtYlKwc7u6Mswc+RbGVxQ//9/9X31ZvHf7bh+T1qhKumKF4/j+Wphw/NMjZhVqdFZmy384v14bgjJzCei2JNYL6rPjJfcc56tbxd+xfCy4ri+a6a2ka3jm13OAwblMNEBFJRBmZco4b73Xv+p1/fGhSfEM2DovIx8kWqMYWaa14CAAnSuATTze477751tShgUfqZuMxWfXd43MnWy8imBTa1hCHeGn6fa7j2OmwpTP8wXNSCV4IwePF54fV7tY3KqNR15+zQuF0VOw5eTovDnvHIAa8ScMHoiaGwAD0TxXfPuwe+RtKXHnVeFuuV6O/yqhAYtRSBB33Nt87IxOcCvlzDI8Aaz4+iplwVQpLRHooyWpYaqtfO4TB7NXMHtqpjrJvOaLy7vN0fj5abW8btKUhkCw7ugw4qWxW2nVGV71hoH4QdteWCqL/rs99f0E5ef2xio2cY13wldMWrQwMvE6GE1A8mFmJ5Kxp9iL0ZqVtYN4wDfBfUAbhTNJN3xKvEJUcHKLLT/BVkuhQDb+hYAd0tU+m0iINN2homptxmmg9o4YN2vqsCAo809eKaUsgLADWlgqF757tnL356O7F5y8D1Oj8Z+astDi06VE3QkJTrW44qWGFQ1po0AtZCIDDgQgEppUBcKggRAgICQCJmO11hu06fK24F/gRdXpfvPHA7SJ8uWVGCzYJD0TE0Xi0L0QoMG+wDQyHJYH9v3zfa2U72XLjnFJkwXm0Nx9HbhkFFfNsWtXI868Dv7ualVPMrQDOw1ciBXgqHU0tWjcg1JAXEEENp7LdtvmgaFqPcNtEeN9LSfJrBtihu+OIGog88fQ/aay0MO4PCpIBDjdWoXOeVzbDMykRVmu7OL+t757bkqmJgV6hDiHsdFdVCrGGwU9VXUEo4tp1z0/ozsxnZ+R2jraMUjQ9uEoGijWhbtz/RAocTywfyNl9/+vWLYcR7QVgurd2pTzAOqsKuM/kmmuSBAd3R2WiKdtrbplT26bud9l9cdffcstYsVKpiwxBmihEFw9AyBHy+RdNGmpZ8dQs+zalAalU4b40JHkLknhzvyRHpkH/0xtrvRsKsR7AyqHOqPd0lU2JYgTHyhz/5+WvEn10s0eBOxx/fSZ8uh2n+po7Gx/5oT3OCIW9EnfCkTgAo7b1h70QnXYDqZFhtk9u8loE867J61sho9Jb/cj7PwvvrPewebdv5IrreQeRP+mZ21ZoN0zU8dTzj+cARhTeAecdZxsaRDzSLLGIrDfX9cdN9dTn9pN431bYAltQ8SMvyNt0ueWAYY5usU6XC830L1eznny/3B1ismcaVRtBEc2wnPN0f/tmbHShLHShNcg46d+4+FllpIrMvSAqEDY6y8tkVjpfpJ0daZxh8ZwDX9HEHvrnihqX2/EPo67SzKDI1SZqbClYt5Edqtxya5Bbb2nbpK246ujWwozi7KqFpYkPyyxYAAMThB3qO06iKaLopb8k2VxQMGZTuuBfn8eHQq2MNO9EVuhd69z4arHXaPFnhKucqrglYZ0JrM0NBd+KltzOna4g6FQ3SLXf95rlueberCGm9Dhc68BNYjhX4l9NclOwHZ/03BXegEKQ/U+27rtigYN+ZZhUPBLu8rIZYv0asi62tYtCArJEVbcK7WKfEPOxOHcNhszApN42WLZg+BXFaXU9U73fZ5knLTQCaPfj1yDkfH8EIN9cNaIucphITE1hKYZPluznCQhSAtXzXKgOjDHCgZBfpx3d78xKtn2/Njv3t5dTt6KmQDwwt6VuvZ5HuuSIG3A9XVQIl8CBtsBRC2V2gSwAsWOeq4UBISLBSEAKgSNLTcodoPKYYEttbZe3hyPVd8uIbAQZer4NEJhyMiVRbI9AUQVQxhEqpwcDxem4UUbPn3Lvv1iuUR23Q1W5rHPgccVW1hEAFXb/bcZ8qCMBsuVfSVXPJvHeGPRIv9dZphYJGkdGm0bHZ1ePW/TYz+jiwXNI/JS5LgovZsOT5fXDy29azv2rCPWv/HPgLqfd59nrFQ7PnwnrBhFtmaWNh1ta1HdhGk9wmkHLwg3NtPdWmVn28H9B58eOR9uht+x+/Um+ov5sBqdqGgqIDgj6LRKIqf+LhxOuyFqiRMfCO5FrqYWKJFwbFs6+S9ZAYDrT6vujY1lS6KL7YpVBtGqnaMWKzpPNWmEzrEbKtApQprxv2pnGJpeW7Hc9BDWWqpJpBx1UwBRsN3X0LlAPuvUUBMttrtv/JtV/ZR7+QAdl/2gaylozuGlIiUwEIyFbseDuoSM8c2afEA+Awrl5bME/SYzLo3xke39Uq7BWXWzKAbY3oDjhYD4/3gRbUO4lR48idSsuQdc2FW4N6v6nGntTKFl7R3r2R/mJHAnNvdHQPghffQKMPWxhDBUQdXMzzB0Etp2kbOKaC1GjrwxG6e4zSJXwz03R339JKts5ArfqB1rccxvRZ49Q+P+5i4p2faXEbNTXddxmLpe6BpgBjQ/bMJjjcV0e973701k8uNF6lZQbfGd5bTzOaJe9rftoCH8BXKCbDg228xQDMZGLijT06rK62h8Rrm4GMbLt7b62ZS/CcNK9sm2dMrqbffu87g5sLezTRK2hmuspySgmwDHIPabcSoYI3APTMEPa78WfzSiV1MyeimnSd+ayQZ4+MDTQQ9NasMprrXIys8wnusWutxLE0ygTXwwaVFV+nrTbUury+uV5OTk6zm9tGuYPDbpnkCPtGr2/UhYjz3JZVeOS97f/TP3kBpHwHtstV/QSxd0LLlGDOQBiiZ6nUPWe9K8Zep0lrrsqQqRWrjgLzeUkdCfDAlRUVaTSrErVtVk210aVkUtORecdOI1X/tGz/QgwewYNWLFOH/vDtvRoe3Wxe9bRtzuzAEiupeW4tWKsko61CMKGoh5Flyk0FFQFngS0927jjuymKp3VbxMrTQcFGB/vbtIEo6/ah0myGu1/e5twCHpdAiZYALkGVAUaQ14KuAXdMKAQBVFIBCACxfBdr1Dw/iFfx5qalxhhpMPDLlijNsKlFUDx/8aaVCPf2ZKCKudZLdnmL4d5Yh4daGQMX8f/2JXBl4L9lyou1zQm0vBy0uoIc8pLDtTN2HwBW7/7WjqXo4IOuLIMktawqJ3Re99w8063G6Gg/PB7OFPtmvl7cln3vTm8wSJUW2tOsri3pPDo/i0i35vXIaS/iDa7FIQIXW8PXthhaZQxCOH8lDiGVtQCPNVKg793rnXjae/vmP/5q9fjY+bMV/nQ0eZ5GN6jE3aQ0FE/qjqGyAu8QGJxpTSyKWgZ7niwJ3LCjsD380dk//sPFdw/D3FY3qO0sLxo1lLdk12QxUG9N0Kbgp49DcLHNvok3s+uBGphj6ZnuxWVh1TDK9I7GRZY9T8GPumaKmCHaZAmMELyYgueFfAyA3QFmUV9cC9UJf+tUGy+otI4A0oY6fq7SF8/yKYHjARj0OqmN1fd7B0/ySidh6VoXi89kCW6enHUx7pr6PfeW0XEfSZ5uKjGp7cQIg3ePG46zWJhAWZ5YrrLbL5Rx5sHYyG/pGIuuJ+mnsb3S9Lg17csHP+68RMNcNPd9+BqxViwZN05TdvRbE1FMs6x8s2jcjx/RZZq0hZpGdcf17h7JqMZJNHHtdSXLOC4TC6j2nfDhVTR7MPf83zyZP1tL4Qcjl6S0uG1EAQ4PQAsAsaw4wncOjcNH5tHPPP2dB2+9FfzDv7rO5t+S5pwf6HeqTY4gxYHII6QqE0BpYdNNuyLYrhppFZbBwunhM6P7g/NqL3icer3L539l4ymE+vSNcXJyQNcLZJvrKPHNkX/IVq/A62ytIJAAAAQHj+8t3swukkwdMofjLiTVrea89YM0L8IeilNQi3ibNQfurcT7T5ftCZhZxJNm3Xk0aqO5rAv/A1//dhWbOAQdzZhVQzix9G28IUhzTEDSRY6hrSt2flYW6/u/d7r9y1f7HBxaml5uFAaBi948f86UttDsbVGEBA25/DxuDgC+0bCtA1cjCeCA6DQ0ThA8/b0fXP3FV71vL6kGkXJikWEdC01UM4k8Tz6nyu+u//HqETn87510/8id6yyxq+3pcBc8VL/4Was/Omxe7rAlNRsjIXoEzDNUG6bhy6aWv/fB6PNp5ev27rNbqenbsrJy5rloPBleX1Yy1KMoBkid33NmS0QBs2ulAUIgKpTEGgACSEWSHBtK6JqSUnEAlVQKANLr9JR/slOea6XW/s5oVFonaZkPO3pVNvm15lB4/rBDG15F0Y3SSi59TRdjzfW0dtdWhlHsZONK8+3+FZ03pn48NnNmVY0SLYPE2jbqyTLrKFMcHRa98rfJpkhTMdKup0TrH5Y7drUF5qQz2j9iygbjxtoxA9YTVp27MAyNyNxjPVJNK781mZ3IDddf11xm7nXbYgnSlhJaRI1jAj2GSQ62Ht97F1cVdQJYyvIls79ra3fP7dtFNfTjVRYVXR2YvGsRQWvLxZbThwg7HASA4IBuasJmWdj3E9P65iJNvHQTFVdf7R68tW9Zddm1e0ce0Q2j0JRq+NDei0r/aOC6HXFFZrMN6O9dznJvQGxfEynEysZ1mUTYUsYUeQtbYhsPfd4QPxD0f+DZkS+bVmxWwkjlQ9XAhEaV1BergtlWaB+Oxv3f6l1z/YvL7dMLfOJ0HzwHX/w8CQ5OXu2Kzt3w2NyDGoKu3uqdkcCbspk+v7VQY/ojYzx8POxGFxXHtWeV/RNjVucyld4PT5g1mKYCSRJHLCsVWhrFi/Z+HHUfzOo3vCYDfDye/WSaZzmzzDLnElIOG7rfnwqzbNHy8/adRyR9s97ErVEdLBpEWK3h9qowH/7m2bShYGdjTT57nh939tuJe/3yZnTWNVon32RCdp1uBpJytlAP9nGr8sB7/Qd/VAx/ND78be8n37x5/XTVwhaA1hEYX9UThRIg37L9p5VyA7cTJTU3Orq7nd6wQbGLI+iY3tuAXf7zf/rZ1NG7nrbn9oI6nnJdsXITZLrmbp/UaHiou4rOv9l5gHAPUSp0zwv3R8U21sfdB4FxGQkoAi2TrtXdPL9qxs6GAWyzom4MDPW2WoGZjd2fi3zM617J5OvcCMtrF25fLh2OSIz1iXZ7Ld8aG69vkmMLLrkZDkmkWlQhBkxCc3ckHFQMf+z53+Rw11aWZjNgmGQFjQPBeRVrDO/ogYlVxspK5jkXIx0vKexAXRB6GBh0m1392Y3/9h4aaKvVmk8Lr1AtUELzPc9rmlZNXI0OfSzuws7ri6vjmQBqO4NAcvy9vxG+wrJJKWDo7OxctJ7aa63ipm7oxMLTqPYCfbUjjYIgK8pY8x0GG77noNQ2ZSyOZfYs4hKA4ckwwcauaGygFKAUy9yAWAemABqDhEkoSSO0ggsNS4QE/lWSbVzufKfUenLBtdy0sFlxHZluqGlEVmyvb9LCXMUtTZXb6QIgeVkTSylgQCOM8wZ33XqV0ttke8ibOuuFvfi5Gj6wLQL0KonLSkCweHEtiGFg/b4hZ7cIO8Y8h9a9E4X7lLRRhgauTGQRiFLEO9eJg33GIlBGlXCMeiGqvmVh1P7LG8jApgbp80yMICnbo4F5OxJlST86BT/9CqgKDyYIhkLvw84WF43IF2WwDz9dwpjmc4BMWWsE6wgGEMsShl7IlaW7uMrrcd9YxW3HF3u+lgN+MNIkM3NWv37yrM1vknxz8VqrSZEUtdY0iCJLAMuxHE49TbnxTvcfTPb1bFH17TDY94QVCl0mkBo2Xa3K2u6Hxz37R/64p9dKDG8rc0MPjs3lq8gsxLrRFDSxbDfTfCPpiV/YyVqkHnd4O0CS64f97uDDo08jMjDrwy5798fsaQL2e3oRN9NVK6Fvd2wpE84kthEp6qo19sNeEFjN1XMHG4lG/KC2koXeKOfOIT6+G6u+VdnNwgDQeL2sfOBe0uZqLt7x1UTn4bHz+abufYD4DasWUtTttlJ+x2fYZsOeJQq6Wu1u6qOBqRVy+exNmYkmnk84A5p/vWvJDwb3Lklyu3vJrzbmfgzQ/S6RYi04DDTk+XjVwsBCTlfUmaAjtFzswlD75I9u7x7rnXEwj5iptQXIMQ4+8gqv2QbFqlex77Lx1ZYJTR/gs2i9FIQ2De7YE6D16nmazJ5BCpQu43htQSemBPb8XcxX7ujABWyleJUlmtU7PS5Zo2eV5Vnbsl1+dTO5N9nYpVmCHgFRDhF205gNxvK6atoKEYoMaHLL4CaT7U2Rax9Y+1Ox+ymtT6jCFHW0GhBDI4JztFs19wJV5bgBqug6eNukFNNc+oGW1iK0UFKi13//Df0sJ4fadUkcx4RVHiPVOxz2AFzcLE9MstTBRQNGg2C+yaHmbIC1YdRX1qBTRYvWfV/Pk+mzv19qGEgbQGH4bo03CAszNYUd6Cp2qYVdQW6NNgUBq3caMF8b3t5as78QH8D6Jy/KSTC8Q4gZuurxo5ufa3e7xZjlFFXdI/PZ6zL0YIiK1tQFIiPLiLIqqfOC5Q0BUiG377v7fVlAhdsSCANwgJSAUGeACIRboEnOlOLE4BgBIIgCv2I/kHVV/3KaxAehq2vhSMsHdcoZZBpb5orx1Rb0aiogn4ycq1am0ar/wFgqZTRWlwV9gxWiyjRmFpR+lthnEMbo4x99VMVpxnhzZMAVAbu6SrevsGm0EEttGAtgaMTzdm1NnJU2Kg+RntVZdJVa0qppomxhHPp97hU3jvfr/uLJLXtSjifWZincsjYh0qo2wNqna6GPy+YSDC3wlz8Hx66Bh8O9j/3r6aVcg+01/P5++Qcvpe0U377OTvfAwNKY63RDs1pu7px7Ly5rJ7DpukGLKtSsGugd3LaaFfqGbfiLqXXyG+f5bfv8T79cXM+QI6CWE0iAMNtVk5iANunR6Z6xgjRTwV4D2oR07dOPxtE283UjuY29cUCx3gBY4X5rda2//TH/dZY9qVtaxfDk/IR/Nstsk6onS1tWS7GDhr3JfOgkL1vmt7UtEbYD5pLQdWsVHCXMdngWuLvd7U9v0qFQUupXVxLo/O1fsyvVzDf5YlYjw/OQeefBuAvj+GY6BnFc9LyTO1gz0WJ3BhDyXVyTytNAszNK+tZ7fnJZstnz/6/1pYkH++//7lCvbjIAqqwuEyfki61MkQAOZboSi1LXcu6y/aCZfpUs447rmCaOk2RpKVrDEBwddd4LUF5lt/PbVzkABhaFrYd/feX3Ou0eL60SMUj6XZ+2xl/cJhOXm2t2le4mZn3/tP/JF4sAXaK9cf56/l5n8mNzewhnlwIvlJI2GbRpz7J3fJft2fVstW4xVr4Gu1qhitUCCNp9/PDOvvrFH7/gCoPxOzZ5wazR4K3D5ZXshFtl+YmNpk8SVccAWwAlwIXA0Bebpa+7+zao16IAJAMZMuxoUeogsFHf1asb90A9jqe4PrpKzrvp71+XQpOM1Otme88/v6OTTTY76oJyA5xD0O4D8ZLfDVS2yLWT/epm6WuujDmnoNlmR6fw2O7s/ebZ7//ls8lB+yIqtS7xc3JZ0YvTPcd1ekbeyeO1oP7hg2lT+1SHpqmqpSmHSd22j3pcpWaXHu3BzQbTjTg0jXqHC6Ej10VQ1Qm0LMdZXSoLfgqF4dgCslxoDRXdummfcMLZ971+pXNsi5zF0Uw832QPHh5eJTFtCmlYfZa22H+5bg1sF9mmgAIhiC1SQC4p8s5DH1uBh169yGUtENAEronCpOYCgEbpUiEFqAICAM4FghggBZSCECgCteI7hyI+rDaivEij8gxtEnASjrZF93yQyZ1QVHd65bOmVbCRtu9gO0ozR9NqIiH1HZc7Ibx9mcCjAVkV0IEvnl44QKdIqIj0uSxkk2h1usl8gQq9Q1WgyXqz3fl22x+YrUGjmNVNu6XywDMJc2bfVm998O76dRLa2dMvblwX6dMm1+D2y513HJSylrYku/bkCJWFolR/XaPxW7aqsWco53a9F7dFgRwHXjRACyCD6PGphVSFXIYA6gnzNgtEbqtS+YVYbLLenuZ5YHW7PZkogv28ds8eda9+CbafLj7YC2BnYLnnhLGHp17BjZFH9x/v3+zyOIl5WW0iucppJxdq/sI9CFVT84JZAwcaTQsZl/puViHDuPt39gweVf/lLkawZejF6uBT7vbDwtXqbi8XWYpAsYwiE3d3eSJLblk6Mh3AHb/WXGxrdXOdUeQ0sNoLkHtnePxmVomUeq4phm4TmjfPYlWbd3ue0KQqHH0t47oAdRwZPB93+4YBl7j/0jMzpb5c+Q/a+WFi94ObKmPC+vCx//f+6bRkstcb9L4zepKmM8FD2CKNtXUlfCs0LIbyZH5bcxCEwAcWk+rotD97XlzPeWjIvZBgpReFbF9+MavHCId8NQWsJbpydLpeXWFxUF0CZWqAInAIahdF0+J73wtW6zy9FX0oNay9eLYbHutl2eHbigLwN/3kt+S6saRvq+/l5CbG87a5ld6kE1xc5Ya0W6gC1PhOyav2Kc8BANG3z+IXQAFATI+8ZYtPjQ/Penp4YIl4rcpkGiXtqj/ogBLtWoWQYbSi1TzO4mq2fn0wgYqKSqqi47BMB5kL2gBYi4dHeNAVY3G2/rJP4FJp/rvvxMYG/OITAGR9k3/vDnE8sArAsYe+uSRnfnhRZ06/W9NclMwemXRdUNV5/3unY0/li6hozH/wrGoQkddNlwGUwhlg4162vMkNcvp1kXmycSU2rreHjHFZwRyPANCCwoE8tWtwhLQ5lTvQbYGEOnQNVBLPtkVcAl+Ho4nMMhQEBbDbOi+21xLAFqgfu+Df4uA/HoA5Av/PbPf7ckQp57BcP7uWVVWuGK3hdQYWryoX4Wa1qLlGpVBA9EYD2pZN3p4dnMRFrSlY6fqzZ2nY7ScMQLkVZVtyTQPKAiYHCEIpFcKAQyEwggpCDv5VYZJkWNQAL96s9h53Pvy+n2XZl+v0ghzWa9s07D1Rntwzf7F+NdvvlDfp2DOzhBuJjkcouklOTw+kon5TmBZZf/u8N+oIE+eLAgdD39L0TijzWMUVpmxoAE9xEsbbkBcZrXaFcWg22zbJrFIOWrf0VSaZGe53qvVU31WOyWbTRBioi4zbVoBdae65RQOvyiYEIMrsmLVnmuE+3g91oKdJp2f7Sa4ZbYsAo2qrQ+vMuBuC5AXSknZvqF4K0DcoAfkEIq3MTnoCNfzh49A/AG++wn/7h5OfTtsfHff//Gu63qhwYi+vN6bGHp24y3X35cVtXLTQQsTltlUFe6A6crp0mP3Fiim8uAa7Npc6J6x1UqFGXbNDom1RS+7cGfY6xpZR/HkjZEe9A2G1utu/iBZ+tIFT133fcWgD4hgcgvYVjQUgXRjW1BO6NmwLKoK8ELJo2pa1SOrRjPgdQ2cPvODFLl7nmXdytGsAa+ie1PQpJ351ONHyMp9y3atbpezQQJQCtjWS9b6TyIAubXVxbFfl+Z3p0P2sDuC7e//5fwb+/F/ecf/2gLh+cVMbZb4DWrzRerJ1QVBKGxCY+7v106KUZNR39kz/9bzUDGEL7mJ1fNLfZS3I4/QoHBp+PY3zigIAekGH1DkRVHOcUk9uNoWDSb9lCbX8Q3d6HRe1qiEIhZZXPKtqa15KzxBMnHqYu5K24pYB2AEw43tDuUmcU8LgjiLgUMJwk+xgiCnv9kInr8qsgUANiZcjNug62rSq3Lf0h/d1YfOuH66z/H6g35pJzDQsNQ4NTdWIuSprEWwbKl5f4a6n5eiAuTcq8jBEqt/Cu6j79uCDbkdbnDbz1GpQ4YWvd8kPEBjpYEXP9GZfgFsU5qR1Bdi3Zb1JzI64Kanl6IomPOWt0/cHY6djfDWNskv0o/M2GJpwi1oCagaQJiTSmqYuy+zQulnxRqFmTzN/uZl1lV0AdGpqcy5jkXgfdZt1oR+ZwvBg2oJFJYBMNMgKAhBt7X44dLYtAI3hV3bLNtDW8Nm7x/UmXyweQfW9d0HvbwD3n4H5LUi6ZpkrRtMyyZWAVtdms9jqBCyOKo8oEupN9d5e8OUtOTnvvbxECFpF6Mp428hO3uojRFQGKbekHQBWYNzYGNFKQAQRlgAAyTCUAkIgJBJQ/asrU2DhtPPO4bkA2Yu/SLxh9bsn5E926hub3F4BTnkzv71zBC4Z5Ed7Ylo3vISOWWxi7HX4qxf09DiYmANqjs2D7Zsi+uWUTJyRre0d7GMHtwgHVgdS0d3VLtFaoy3SXc4gU3CxkyDAF0vQD7Wz9wb8UmXI9KtS7tmXf/5KvxuKqO2fDqfzLO2o+5Qyxlcrua8AdTV/bNz5UXi77uyVzNrcJtI+0NUM15aHTwL88xXv6FZ+U9w3MQL6rm72fC2UwChBBzVVD5oh9DnMUefAQeVr4LUGL2ibtetIkr797WU9schQyN2CBuedd0KZhYRWMl01rF2duTXR8A4TIDzoeh8W4q7TXgp2Pc9bie9+eMfvduOn26MQZ1w1ZvfmNh3Ma27tb0/2xfzJcXv5wfX1f7N7jxp1Mxxfb+p9jY9cf1bFOgoVZNmgZ2JYSTH0QayhHgWsputdwWW+vz/azhfUMwyonx/6j8f92zluXsxbnrm/87bxD5I7ePvX/zKGp0MHKu6HUdSMnDhb4Er1U0sdDf3wOLw031zKzG6n8J135CXZzY3m4zs//iCMnTj5g8udrUDRoAjjBiUV3b+ny3B486Q9lBke6c11GWjVregC2ZX1xsrj4+NJ13fT1qjGjtMI8+1hUi1lqdxAC+NGQ9CidJV8BgBIARjsd3m/32ataFouUFyz4wH59fvsqkLtrZXNm48f9r79RYJy6ZvWP5q2yAbtDugYuLm6C+m6kQuIBN0YTEHgAFVEFbAr7XQ0HpbDWrx5LX8NurdbF9/JnfDRZHhkvP7z5+CA4sDubTkadwBmNUbtqtYd2MkotAxeciyq8TBcl3WJe6BTqiUVlt8MTm/TsfV8Qs9/yySXn0SeCS7M+fZDHFh/+smlov8Z0o614iezPjsLZLR4yZD+vnPzcuMDqxvIolJtgfo9Hzm98Mzvg3preLfZi03auik4/3cen0yf//2/qsx3nfJLkNctAOBKo6isHQBmuFEQhSZOquRCECA58+z1rABl5YH9gYNWXW6KLcmk9LCWSYNi1bCOVle7UCrFq5X1yIy+WRAlnie7v/drw8ZZfTUGv/wSB93OFm7PYf48beskZUJqmmHxMDxTk237ddMdD02XkPh12j34Hr7+WbvV6tTHcN0mOXaNVrQebNqGjH1ji7sgKaTpA87qptJNXPGmZMo2DVMqIACXEv4r7C+AChAiJTON+XZTVqOyc3y2e3kr1P3+9vWz/PStg6CuNtNkUsOTMv3mKgvuBK6SVFBet66d3q7zsyNrG1d9R9FdkypxMiadUFVZ/fL1xiMlUaJu6jLNWQ2dDng8NPSekAP95VLmwkElOrgzyrfMgqzoOE0r86atqrpxtP6G2RbJNjsLtbhWu0TKFgpT51z39047gZP9cmtn05ODATjxKlGtzaR2gW1BnOgBpl3cHg9UdKNYrfW6Rrri5xPz+ZvSegQ0gNe1+O6x9+qi+DLX39WKtgaiCJrSurhaO13IaNciFq/5rGhf/2Shl9iRvaZWaZIOfdJABEJHd7odFbaY3h3QoVaQ82FAVQ26IW2jX67crspKqMZ29GLZNXQlBDNBsb4di6VRx9Yr0AcvCwPTz7OauOuuVVTKGJ1rTHW76Om6ZR0wNIO6zU2gcINA4vg6LBX/YlV3YEaky3K5rXHxyv5gTEoeIMD+6r946uCe3sDvDKpIFjvQi7bq7C3v2c3rttwxG4pD137Yt3/96MmfLwzaNK+S/oOqNfcIU920s55J5nb7YDG8nsWcEscva7SiJtq1erMe2Wg91yGA+4/czbb0ncgEJSUQIjK7bdpudzymm51cxMx9ter2SdbYBwfGyXVaFXyoYGjYL4rG7DiHp+56GiFYhT2SZQbkAmm8IiDqtuHA6bdeH+CJqf80bz+5xvfH1uezZgPURxCkAm0YemM4msNMSRKpKyUdZQSAAFSxfLN17GrUq/LX5epNeHt8+t0zNnIuv3qTu6i8KD0WFUI76fBdWeIyO5yQzSIZhuYUUkBbHwdFIwPegD5KVlOuQNEYRlbC4a7aJeY/vFjvi3an6zU98/R53n4Hvvs7w+w9GkcaBF2wuVgXh55TxdkvG6urlTsBHZkUeOBiGFh63zts2nadfjR29j/wMcoVga//8OmycH/nb75TqvqLdwrxZUWQrPMGAJADuJUKA3nFkwIARbneD7W3z63Vuo3T5qvV2utFJUcV7FQc6bwiOkWaI8xsHlAueUttRIzLCEEi09wO4f/t0/Xkb4B/UYHvHbnduXbSNXe4Ra5cQCvi5vHRETOOJeOuAw8dfrzvLWZNqqNlfGU6tC4i3zHyvG4a206xDWhtYMqrLWW+V/ADr1ggJHVutJgzTQcGQVywBkoBAQeAKIkBABBAAIlneIvrzDoO5KO9p59W013zex8MT4fivQNVvX6u7xvOEZQdd5KBW1badVVBHHq41ox4XoYe3twmOjZ0YOWQhWG52bVF1vpHqMOFsPV8QaM5XRagD/FjR69WTks0bBuHPnqylDSU3Z7zYFTdzmLYt9ByuVgKd6+TiJK4NONsloiHp/7mMteklBL1h50m0A7+w/3kT9Zib6/7XNqeE81X54/apY0PZu2YI451z5WPDrUioY1uGFjdDUi2ZmrX3jlUxHcGSG13EghkqcYsmvEh/jmDz2Pl1lnSEAbwepP33yLcI+tSMZ3PYz2rnUlHPHxs1WZYD1GDiFe3O1i1unrWMmKS2brOoYZsvX12ZXruYsOopDWDfUfI3a5pLdrjvqGy54nVhm+U9yMQ/JPmJkeqJAR2gWNjg5ie7V7fXJsdqNkSCYCQr3KtXRcW0wHBJTJts2iY2pWiw2tuai50X74uhAn7Mv1+Hz8lXcQ6bZEQBTuD3vAYvL697gAKyTJiXV33tutd85nJGsuFRI8ae74xLJeWBt0gys31tdK8YyhwvXyt2ghptgXQ7norzJWhEdssLBi0yByG1VefX4+d1tN69cPTznoTvd5kfil0rBuyXCR5lro9rb3NCkNvEiGJFjryWLPPT8PNdCmUEi2DK3Bn3PvpVT10kdDlGIHo09LT7URDhxPjg4bvIAFIPDDUoSKvYug6cts2vmgmEHMddimIBN3ovm4QHZtbzTJDo9hGdXnjBCMHaQsMkk/nBWgNSUFVxiZQkH/zxXwcemMo162GvO62qmiNJqZW1K3ANiZEZ6huB4SUNWia5Lk0a5DfNP4U6t8x8tzIIYNZBsqXCo7WrCJgP1BNSwXkfJ4UoKaWQRtVmIIIZhsuwm7XG7sWGOoGpO7uNtulDXccxOFdi3HHe/rp5sGA929mMxD++O9+/OYyuvyrT7qTg1bV5XLbUoAAQH44eOdMaFji/PgAqCiOY2GLoRcbY4O0vK1Z44eynicHH4VMx9WiIY2mS8MGBREywBbZt/WLMhjQlcjyvBS6FJDZTIYhHvXdgsnAqdYJTA23DFAtSAuEYbY1q4gEec0sDEuCcJKZTDa6V9TYO3NgtAisbFn7YT/IYyyESQETCmChENYYYwIqABQHQEKAFFAAEAblUhibFTt//vUQOufn7pPnq5eylaZmO4zHsqQ1HQ0tE1omY6sNNvF4z7ludd4Wu3V13GtaCs4eDeurFqkqQWqEQH6dpKIwj3uOoSUGzjPEgPiqQtgMwGhCEYnWKwcwz6SWmy+qjKlYxcmOFcSA3oqwtdKOEE21jqm2m1oB1cb23/7h+NVZSH4tuz559e/9hvN/+E8ux5+B6MFm0AuDWcN51amAG8q/uox3VvcqbR9P0FUmkMPKqAgwuEnkgz3wYlGf6zrKxPWLjELwpASQd+a0NKGkHNZUI4W83696J9ECjZ7fHpxhuvp6df7QpgcgByVN6CLmAirCG6navOTxunC47nZx6Ijk6mYlRZJSYaOWWDAHT1I21lWgN561zmyxc9VsgX4Kli7wM1CDuqzu2VoLfG2Cx3YBNd8cpXFicGY2aRNVotaYRFPgjCFqeN2UNBZS500NlSH5hhfHx762K5ApskLIbXplDNxTwx2ZWdgrRTnWO5sp0dy6Z8WtM13VrplX3XIGAG8JQDQ11QwFoxlXNpeQschzdqTbmJ02WnY6GnTkYlrWeVkFfn/cNVMrNPFqLqHlbmvW7YBjwzJOw/J1fDHfYVP0DweIi+tn5djxLy63+/cMNGk4YBXgXkuzb5uhj1ONVVy7jNg1V4/6zqjJ7C3YIjV5j2w/K5cv5F7H7D10//Lb5Ai7103ba6oVCD4pk30IKgq+yNG+6YS6OnTtdVZdUvqDe5bRklIBxdn4rLOrTKEqOb+QDeAwqWrlKJWvqSZ5mzRs7L24amDge1Ri3Ri6Vhiw5Ntlz+jMkmZPK4jHirwBShHDxuZOqNj0NSeyBmztqYVQyQqsImikxHDtdtEyzeRFWd0AZDgqBaLDwLrlhoFpCk/vHpwejPsdunyyyZbJYGicW/rT25rXgmGQ03nZONTGocdWTvTi5tX0mU7MO/Dd4Qci+3Yd5Uh1eoZxZxQyTX4zfZ0k2m8DObCq2x6mx7DYesbc05sZwDXiiDRlUUXTRrWZHsCccsiIBmumtdGiPTy1AkVUCotNJQlWEmhU6JJ7uNjQdCuWSHAtYl3URLMaCBHaHVRhwjGjOTJ0wrEAOCOiprFEVvosyyHcRyFL0XjSGj19vgKESEAbBAQUVEGo6ZBTpQCQCkgFgFIEmPLove57e3qcbp+8vDZr+96Re/XA59+WT64TR4o7Y/361ey9+4EtqjoVJ67gy91I+szQSt+7aNr9nvl6kYYdVO9ATwJpgFOfGHbHIHJ4QDwDFplMlfZZIpWhfBi6BiEfWwfFmk6X2XVN3Jq2FG3F+/vmyxWWVekcaFmGTVwbVM7m9Hvfh0elaVaGE+WdX0z9/6btvYd+eG20ntnzhWeQZaa5OhE54BAkMbAJVbKmQ2lpomT0NQUfj0F9obYmrFq1Yk2iABfQdEDZwWInzwNzOWvbVmV1+zuDXtAnWz1/0h1/W/Rf/fO/+p4rPRPckAkt1YFVNJQnaTNbV+8+9Ns3+V5HnwQmbNFV3JS3NfRInhVD3kpkb2vK973XuRFah51LcvgIKSyj4e6+7j7bvAQAgU6PAa9olsqIAkcvtiUpaAcOQ1j1ZAuqxOr1SgH1tntVXUMAGkwEbFJXpLntpKoDrNULlRrmizVkSN4Bpsd8RM4qmjYKGdCCvnPkgRYRxQsUJMsDzRzj8c65TIs0AAdNWdfEHgRfPl0cnw0BqBcvt+HQY3YPbNLiuoSuZZmwXNQc2fhAO3ln9Obrq52Eh6pJKtIJKEwj/Y6HbQ1uyXrauNGiVPTunrHZxJOJHd8kZ320wEoU0iXA0wUyGB/qNGGCgqzNbynmJTgJAGQgLbhp4l0snsbpnQEgAb7J5FSxlWu4Vki21Qf3x5ilv76vffFZcyVIEfP9gXm7bT59udAJvPfwLM+7A8BebTbjbjeN4Wp3q5DQHWebFVJIydloYEQX04P9nqYqwJtZqc6l2Egx7HWLNN7HAFBi2H2cpwpI0dbDmG6QYc531sFrHu7WckNZE0vqqmzs6HlrxATWqiC61CTkNdE1vKqo5Xd0iOw+fvCxrbPy8tnaQ8zplbMojeZVf+xLo8kavWvC/Xvy6ibtQ9BrJHg5xXSsQH3xl7fNoUsPjiCq6X2LywhML3EmTA1EKWhHY7XuQ6ULyKkmhWhJbeIDi2yUYWt7e7De+hhDrMU1VSyviekdua4fg2XSACY0QGjJJACQAwKAthSmqEx71VQYS9kxmlsKRds2FGIoNRPkTHdtKpNKtKAxFYQAcTHq7Os+kZz2O6jdbs2BYZlINkAjmoEBVFIoXFKJCAASAKV+hZgh25ymUMhye0OA0vWXZWm8gnug6RPUDNxzkBact6s1OGXH3/O/+Bost9tDnOWemjD8VWn5oUh4juSoP8HbbT3ap0UJ1rUz4C02aDlTpl3Z7+lV68HGMvd6ftuMHQtDyj3OPVrNEnvAUStqiFYRiRPg7rkZl5tvq+NxV+7Kh3/TGuis3plt0+uL1+OmfacFxs8tXYe9XvXsWXt81zJFuaupPQBVCNAtsaFhDsFuVSDM3RBnNogLzROwvuGkz9IlsB3Qun5w6GpP6NfK0VHKrM641//oyPXrgdgPfDwdDXxZeX4I6bZZfVmxoB6GpcULrLhvOwYJmktx1Bv4Nktz0Wy8uCQ64TzZigBtt5vCnACvTpesPwlFK5e+7W6Z5tzzts9WuHfS7xHExb6znDVmcIyG8uritkhqm8NTpBIRRdrgo6NzSv1+u4mqSwu4MRRKJtJwZF0Tvcl5LTnCuvsdQf+jQ/h/ugKtUWEzKFOroTRHBTMRKoOhIQylYS8wkWn3Onf2x+QL1rd9InOmXM2wp6vC3/fWOVAU4RDsykTUBvF76WrO9Jb7lqU6iGsgqiqwMRC067hl9fjA222hdSR3n7xaL1LF6Fu2LBxNK2RSNXWpIEQ3FRh6AQJV321DrsItaBKwVRJz0zIkRVgcy0gC1cCJBatrGQZSBrKW5CcL5oVupsDRvc6T60iv8++Z9HbezgrYW2UVQY8G8vnOhm1lC5UjxOrqy2dTJwgiavmO2Ya+SwtP08taFLvIwLVCtikEhjBwLbttn82r8wE4CAJURazRc8ksLKnfVVwJWiJ7wMoVAMYqrnrd4b7WyjdPVqrKEVISYgJ1YqQt3LikVTmuAVUAMa3AyMyo9Ix6lwsF3v3+vSzmPdOaYJi9yQyDdLE1cpqfv8k4ofsdjZL25irvY+ODj8b/7GfzeMX0jquKW6JpYOI10A5iES8TqNmNCq1enetcM1FnzcsXr3RvV7Sr9UDXMk02ks6ES1VYq1nd8uSGkJ7AOqJlCZxcAUsHwLCRFoC8bUFJGtpQVCqSEYmkXmyrUrS6soHhGtDnUimmUF1zoFugwa3ZVA1hGtMsSJlQjY5RnEYgx4AADnDYcXDZBrZeMqQk5ZIjBVsBEEFKSSD+9YAtIK/qne469Zbd7xoLok/T/DtHxsl+b/WkErPX1xYbHo0GNlrE+DJPol3m6U0Egc0bTZibbDHpmstUnO/z68aGdhgDZncIziCU7aAuRkgGCqyndPoYsp1pMYJhxWVjNhXEKfcqvSrnqepjSJCdMNtB/OaidiHqIDKByuoah0jH01KX+mdFKVvxfgqqEnzRZcOh/eKTYtfteok6NOIBAw0F0QpYthbF+X1f22WAp2BChdZAZcmiYpCoIwU2DDRAX+Vuc6EcaAYT7Ny7I6A/No8XVbzpdFAmUUn4KQb/v99fM9MyiMuXfp0JrNUHvT4WkBOXDf2Ut1TFjLVcUgVGXEJl1hVOy8aALrVgRJGO6Pq27PVrX8B41dpHE+vhB0FZrXfAwUUiucZKc9BR7TreaZ5RkTpZFrrRIbaPSxgOhgd8g9pigdSJqeYFKMqWC1VoAEiDCFQajflTmPMN+re7qjX4p8dxpFo1rd2mgqOh67sscJVbU1g/cHSHBHqGymGn3q45dGgmsCalyRBSZJ1GgbUCpZ3hpsXnI322cCvIB7KpDcQRsCz9yeXShrSnwZoc6HUOe/j29esmp0VSE1OTllitaNABhCnNgogoq2MonYKO8E3gFIBgrL8ke3O88LpoXKeOqrotKLS2Bb8oVffU2SwUI9TZqXzc0Sz86qUyCSGaWQH++U5vy+T9O8FiliHe/+VtfTAxxzJ3zFGe1pdC+axstvWVYKVQ98KRd2DfPC+7QeV7RjaruKq7nTAhaALYlmu6pZUtgjJfxMKywL6m4kJJnjWAO571jqVfMK1k1XfPT25K2SxXPvIPT976qrZAtvWNmBC2olFrENTAHCjSAseklCohFeVMB+BwtE8Ma+C6+eWCc2r45jJiWOaWxIddsx/gn8zLYCQHASjm4pvXaFfIu0NvNxaxlOWu9pgOk6SRW85bCCi19wnxkA1JJK2kIaAFeO3ccwLAuq/RG9UO0d7EnGaEKaK0Tldnlg5pQpGhS0PyxZod9Nq9nh9DByNo+ZAn3NPkqWfMV1w2gorCs6pql2vQ9UZhTYRpurQsCcg8CFnJLDHgIuOgwrZu+LpqMWCQAqFDhZTKdUPmUgDJJCbYoIArxHWoBJUCQiDBr8QMqUl8eRlPjvwTwa2UJkrd7FJ1MX8wBs0WR1nbbPIPT7p3iNjzLYzqoq3ZBmCfF1WzjwHEDFbCyWernXo41q6uqeFRvcFFDQHS7w2sR//GfvX84s2uF5cg5WVb7qRGKr1xcWNlRSpBYKBNhADHqC3BICDYm9zTe4ur7w3rQthDK3oBOcu2cF7unRimBp5gwApy9VJZUL+KIdmTSQNcApI1KHJwuWsenfXOibtnN//sWhwisGqVcmhTAKiBP1yDB3cC2T3cs90THzqufYs0GXirm2Za5pMJTdVm0B3ebfQzad98Sz+nz66JpsvmvfdH5mSww8aZbx9Ki1yOq6tU09eJ3VasbZsKIdLP4Fo4BLEryH2NAUnJDppDqymRUqp/z71ebUeuab19ur+Kilf5fhTDQ7sYDNXzWHOsJmpsGZ4dB2+rXbOH3Q2784iR2zVYyILdXgNg6D5qch06gGAN5T4pFQf/YWf4F7t02yRwCMX2GeqOtRA0O2LhZmsEB33IhykELZL97vnA1sLsopBHveRJYlrQQ3WalWVrBrpgVc6SmFkOzdKtp6htmtWttNvWchxTa0Th8uJ2U4y+853DOrx+8/nzr79959yJS3aJIJISGabjUyPmRkCAI8qEPn483swT/Sx45oYPbGatdIOqI0DHVv7lAwpR2DDSwURbt0ZEt4d8+7zBHvFqtb/vJt/m5GCiiM4wmiXR+MM99s3t2mn7HwZ70n3yXNysNlPdqvLFDwe9q039+L39b26LYpPYfX0+vy4KZ0JweZ1ECN/b95/s8k3dDJxJbhgqrh5aGidlvJXvjYJXq3zGQakZY4f1dYNK96s0NwF8/8OPLzbrNNucerqd97+8cqGfyR4Wtu62yg9JIVRdI00TQQ5mBsSuaLdIj7Bhm93hXkfrgozNaEXj2BB4HDZ63/7ks2rXoI+08P4++OZ23TPx/XML7CHvErxcFYRd6rpkCpRZzglTFjVvgAxpS+Oc6XrEKmtEsWH4snWAuxaurTyDT5petly9wPxoXWppnpaJBsjBJIhLWdJK081Rp3N04N5ep1GZmT5OG7OsS1Dx14nh6yiT1fmwX8VZ1VBDJp2otiRoqtgBLodhC0YW0HxQYZCUgECKyk2FdQjtngEa7puaBE1caZ4mqWBcAYmk0CQQLRMAAvCrOvav3F8N4gGWdq5/q2n6fevBlDkEbhKiNcV7Q+MKs822EEdOzLWr1NHrpOYqqzzfwzsgmqE5Lxjes6+TOujLqBJr14SA27phm9Y6tf75U7umhmEOj5AdHPbaXjd99WXzejbcR0ZUpTnwPDjou19dy41JjFP/zj2Ux+2HaDscoWkMcr26mbZxpqzDDkWCHRqfcu2nc+0/1WGn7T/X4SSMvI8IHT5qauOdhYLXu797HGTKCUxn0qBH/fSbZ1EJgIuMvbOed2/shSQywoPc5AW81aj07XUGwNMc6AzV2/m1tmcDXBIQlQe7/H/zux/+33+hf5OjNVppo7vV+Hj0wWF7nazflM0aAmXigikdewKEXoPx3jwHx4DPAOZCY1FuOiYPfdpWjtP6hrO81AGup4VrNujARjvlhz++66PQpyDiwm6bgCYF8lZlgrz9r35xY4HqeL776OQ7y8E7wewfV16Y0cbBrhB5w60uxG2NFe78cqf/zS5ulL7tBBsjXEb0TVYGXlj4KgToZXtga07orPJIp88rsTcAfcuEnf5+wPNkBatQr6Gv5lENG+Y6OGVN3hSrJ9zzR0Fmh6HTw1opBMtjgDDBSK7y994N5l/Nh74mNmxZqpFn1wry2nAoUz1QtQp7Ws8SaZTILo2NwyLufj+sZWHr4I4AO0q+3n6coDo9rapBYiikdi3qThllgAMtUjTkMUVtr75eIUPUAPh+NNsOHjnb27bekEpugn3NgQHPwZLWK72QSj1/GXmmaXp+EucQCwpN63AYslwAP8+yYwC3TfPeqPn8ZtfpWGrNPSvInKKlKnB0bIguq9IURAKNjOJxt55uwIsvvmkFPwvxGeYqSHpYzxAGdd1IufTMkTeEWxgE6S6PY1fZQjUpkERKDve6lilrpYEi2h3bJtDdzY2crqtk1p4NjSOFXs82sLE7Fuwq/eJ14wTV4RkutxbqWPMUEkTltjR7Pk2Q9LCSps8rSHe4QNQNC2SoqoE1zGX5guhM8dIoMeZ7fWN05qfz0FSj6vqaOLaZU0sCboia7Z5stQ/v+kOZzWdAE6h/HMAqXjIt2QAHsJfXW6IBBHUYWhAIZXY7pMWlUzLcwR4AqsVZJQwHtI2mK2hyUKuq0hSTNU+UsvpW2wjMgS7aVkIJTMkIwZILAJVE4L/TMpapGx3n1x4O4+ntP3meYYD+/feOzjr9n/zl3OQNhGLsAkJz5ZlZVmxVVQPAGkksrd5RBbWWagPstYZjGbZQpQNUi7GpYAIRG3o8M+MXdYRrfhBu6uw7p/35qFeCCK6TbaLSCkz2sWW7R/c78Y7cfWz7IgpgRdP21UIkFMqgxl3VlNCweF8rIhdeSh3fDf/kM/kSkK5u6IcQPx6674/QP+FFisN3H24PkRHhFBirXXdyEifx4re7Wzh4eHr37WlcUDafbeSqKLqTLjTA/OuFYfiaa+TJtmOyujKiZ/FRXybIvnjKO4ur//E9ER09+iXrZoHdnO99+Vorn5qn63LPKBYmTRXWcXDcDxWmcNXrQ20FylIJi8CGYKjhlDUQE80AyyqvNhg6CI41LgAHxulb+z3tuAfkstzljjVCbbMTGk1EXH21u0WczEE1r6NXjfmx9RtH+CisaCF4oxoGkKuITsMzq6cYfgNaawf3rDDD4SxvV7IdH1hCaCmFiyi52Z5bVf/tt4OhkSZUD4R7daN/+OFo56KbF0ulasOuRLwtILICr4hkigRwUcHSIWiaD87ExLDXaTG/qqOKV8LWy+WTJ//HP//yCVhgCKCCY0NxBTzDFI7iK2aZCDFVxNQ6RMpCG0w8W48+NV7u65NktAS/zslxcvhVw/9f+Xenb54rC9S1BAkDpAJmAJhsgQ+aWWl0rFhKFWfEhRpGOjWzb6LD4y5XdrSLhqUWJ8mdezYgOixxv0sMLpsmiSvoGoAqkSzWXtd56/HeMoHRupkvUmIZSzIQadIzVWnqjm9oRc4DoqJC03QTKBSAIXKeF7m7q7it7ytvZDp5nd5IaWs1KL7SIaJtViMk03oT6mPfiyKX2JAZWbxoRi7gJSD7/tmD/RCam5uFZRZlIhmtRIOd0NU1dTXN05qdBti4T3Zbsnwth51udhsDKOZZGeAKOtAKRF21wzO12GHFuoKbHMzdTHlAiN0traGJmbd/V++Bw0Nn/SfP3uxaSkXT4KvnVzHXWUMBLyF1QFVrLkaaQkyFvIouyh1oTz2nIex6JQe6GKrS3+vEXHf79upNzCUnNjEzOipyYJgVspVqPZ5aWpGDYg650nSAga5jYYYyzapGTA7dpkX1riSOIQlSrMGKSYCgAqqFAAIE/7UtA8irRjkGexVdR5XAQBtD9fnL5N6ePB+IhMqvZ3LfA4jXW908G9U3W6kDEPR425ZUWfESDkbu+jrd2fZj1yGikdtUG5rbtBk/NLtK4MT589vZBqXDGbeJXiQK5Qkr0JBYN1QOx/plzuRNxDzkouHsTxaHjxNclZZGbhI+9nkSAQeCUwI8i/YP1D+6L1ZfyXixfnb8vrk/UiOCUYltv/3/1L2X7uR0r94Tn3++7GuG4VObyOFwcP+uf/scHrpgk1RrbHz9mpAQWqdkFW9oqp2d+astfJ61mOlFgg6c0IHVxZN5xzt1uv2K38TTbHv5xU+z17/+P3/0x7O94onDDW2L9Au11o5sq3fPN/1ot9tvNz6HW67fAyc/Ua9MR1dC1YKgKrEs38hx87AHmqTrEMupeoZlHfTsAJ8OLbaZkXRqo3y/N1ovkdO2W/kmB4IDCgAESDXPnz/aH1DV+y5ufwlLTxkc9AFvDlC3bqgONyd+QDRvSquaslFXf3VTrRXsa7VJEvu+u2yNJiFf/rSv9wiijcma0xF++nwZvtMtyPz4LLiYBY9P9ozFdHRGPvt8MznsDaoWCy9rwIPfHrzd95/+Aa+9bk64VkcK0cEAv8xNVgOmgAEUowCaCFAiNGqakGgGOLYnLL0qbTXScbN1Vq8/wmr+6cev5dDsf9f89Qevtofgi8/Az66137N3dekWoK/Amx2wupAsgRHKNlf6WZ0/J3sfHkZvIpYw605Y5SIzAwiA/3FHa+3oquhe1BcRe/S4A5/Kw5Pg6mpnYauLaQF41KrdOvnLXU8v402xYxKcYx6/enW8ZyvH9x2tWCUHxCG52uTqeKj9/BLcMUDO1uehvqFAs1labgZrTvZOMxDZaNsBG1SiSMlKaC2nUMLnL2473cCToeD6QZguolRqADJwPS8LofqnvmthVGdroWV6u73IuwHa3yP6jlBoXn2TSwU++H73xefZvZ7RfLAf/fGsy+lMyjwFht7mm3lg6bEUoJa65jfVNtNAtUQDkzSG3k5LsEZXT1O4hRJad4aeHcf+wYQRM7pZa4fDpm2YkklqPDhylKl2mRwe2d85OPvzn11HcfLgwRBpXjO/TelywzF8Q/q97m6bG7Wz1xCMm1pJbgAfgWmzfdjhM84Pd2alm4pt6jKHWmBYxBsZu4TSrDIdi2hAMimEoq0EpIEKIaTErxyZf70taUPlFMXXa9kAYJso9CwHq3VLZ7s6K8U7h4Gtt9tSlnPYWUjQ8I4ORCVtE2iUmZjUTcU843AyUEXThgMrxFlU2T6uYfrFJ8td3tmqBCrt6G2L36bR9RvbxiYSQNOgZz8njEuv32fgBgyNxb/7I4t41EdBvuXHD1C1rmjPCH2h2UR6uDwXhmt3/uPO5g81UYVl4rUU7d0DzozaK5qdhzcpzz/Lm5zMaC1cVXPTN8xeR+/cO/+Dz2f3isujHz90lgbarl8JSIaN4dpfXNOOsvaahFUJz1G2qm2sfTDp8Mxav4ojulYwD/XqP/9Pzd+fLBevl+nwN5CIdASh6nUHdmDK94x0ppX61cbGpYdMqdq7Hec1l0iVrQn3/YDaCGkmLt3h/d6gM6yS7dWi+I3HluVPjGx2S3PR1AdnR3TKuqZWIC1rPSTLrq/vduVYdg6AQ+T8KcbGyOrzu0YyUwIGSDJVCEIrZogcrnFzbCpIzNeziiCltbQ13GCPONVWXfwjxe8J8ySeC9snW5kG3zHT1Vx9Bg+d4fWbapLkwja3aV3PRvU87YUk2qXKMy9+/uakP2m+u0dg5tjLALEGK52H1/P1yVAdTUEuQQGA5RKMgUsEMMkyZ7Bpmy3nB2Q00vQt0O74xW0Lg33jdjU1epzr+M0aJBsQNCMLbUjoPS3pmHQo2Iei29OXG1EL1bdBTLsI1mllco5du2gZNXskn8XDo2H6bVIK2LkXep62R9fZrk65vOUwwerdIZuuAIYaguzd006yoxbhE6YWEGgVPj4eJS3sUN7peSUzM8kXOzoZaVVDfnw6jG43BVB12q4kELV61wPlOL1VV1LZejn2jdrFlT/sV7vlXHpsnROisrTw/dpzh3lh7hnFtJXvj/b294xNojer7TwvCJdE1oeoOTo03uTNL1/Tux090LQrJfZceHu9Yxguck38ya1oBA/xni9eZ+qA2DezClmtF4Ac4mYqHOtEkbJ/1LVLqYpN2Wlt0JJGMlPKpn21bk1sHfJOtthBFrVTSTqUY+TJuoxoA+X5sAOkfPrVzWFYnJ4fpK/TJxwcBKG0xHFcXkLMmwpLf6A6Li/ew8unldqC9RUAhma+alGtmVeAl5Qp3+xqYSJarNh2U+ia3t8LlABlSTTctkwgi6CGcEkFkAhh+K+uDFRAERdhvaPZgt7mTNNF36McG7tVPGjFGgNZlKdjPxICJqoChm6IREhGtFJRDcuCK48KjciJJaLb3A4cossEQMmagMtckx8fe3/9HP3mIzmtuEakZyub5bZltoYzaONkXZXSnwVjnF//Ww97+9sbuVCV5lMW7OmioRsJwDozuGkHris5/z4lXzwbju718i3JCaQbeiC14s9uhoNhsUNiE1VttMacVJpRtRrxDVPijhXuhx9PQJa0N89fZHWJkdCo1yzqUGsmmj0VIhSQt6rrmlJoG6KWl3EHOl2p2X3D7PYsyT/5OhH/ZuCMcfpf7ZRRFEV21MzCZfbrPx6UIBO79O6hnWQosNqqKdKcr3zsajCASwyMTmnr5/f3/fOT4W46SwFohwf+/Hr3vY/uGHYnlAa0uV3XS7EqDblHClJpnjB5Go703h5jHwj7l+n1rT4caTWigwnqjFks7RI25S3QlaUpnnzF8dhzeFvikVdMYwdloMTED6KMtK9/CpwYnO3yeRUbY9eCwU2iO+G2qZKmZBGHR+Tn2zekSKTbv7qO0X4HJiowqEbTq9Wt9XOU3i5fiqqnkWmDP7x7ECabfzFtDACRpYYKCCU1qLem5QDpeIybcBKQ2rZDxs/1/OmX6KCn/dknXzvggU1eZtY/Fd/mBGnmbdn50Yfjr6ed1lhdqgQ7pGCKBlSbswyTowMw2wUdnm5urAed/FaiptDGQftt20zEYc/kF3idgBuogK3tD9xtxvoyK024KCi1LZlIEyq0udqm4fl+v26EKQUk3V2Jjg4c0kIb9IAFUJEDH/oSt7bxZkO5545GzMwaY45ay9V0EPFK0myfDLv2uYPm0M9TFa48oykTxjTADROxi21xDP19jz9PMAfi4mKtYLejC6VEYAnRtBfLtuL8rOsICScdiAFJK+lozq6og9A8fuxT1OJ1u+85ZZKoBjgtjAzuYmVZCNK20ZX+8PHghi6cKCH62BGhZGPP1kEnrvMpLZUSmmHJbo9YJgWKCjqxVF21ddOaGMvWGviQMiBqeDiSl7tOebEdhvCdlm2FnynTgunR2FhO446NZ84GFO1ft+pDDQAmfgagZPaKiIVt8TBjNAUpT2Rp+phy5PU6UoEsrgjROCYGVEQBRiGTDQYQACCkQAggCJQEAABCS04ALpB90EWXu/gy1o9kec6zlw0wbFBDfr1rlG3fbuqNqYNW3T+CdkAiRqEuDc9qa3pwN7x8lZ6dBss6HegwCA3lsmxT7SL8UG8eWPKLjXIxhQLkpVJV49T0/pF3dkpXd5w//TpfbdvDu0PjdvY0l2BgSk10Jviri2bPH7gGvmAGbViHmu20Scfh257GGblOjdSShyNIvr3eXeS4tRq2xP02m8Zd1LBpWww922Ztp9leqU44vu9r31oBPBLy9Zt4HotSB+Og4TSbpeBkWOhkOAnmX4IQEOhnx6eBM10rZ7AD5iSQMZYvtD32c3910QC90UA5ar/siuf/0V1xenD2s8+5h8yXS83reNpuxxx3VLVRUlVa5XUtq3AbozNCOpDrnfIslwIoLgztx2d2lUwvWvMtE/Cz4VefPKmdNmkKFWVHlvWWFvzXFcnZy8M753FkpPqgoWrWtofx2rOI69HbwgPSmZjlslr/EbD2neYWBuN9L0pK1zVTLhu6Mn+2bXTj5OHZavq6/ubJyhpU7gc1VL5v6DfbDav9U2uxXsmTs971m3QnbWdmgbm1c3eiSa+lUmK2nhWbbKShA4ivtmj/yF61RUycAxPviXxKoRkiA2qYsJqj26zRPHj+wIiviobq05TNmRg74nuMmQD8zJtvuAvyPwIg5iTuCLf/LdbevHEZf+7h1nA4SxvomlCva1k3pBZtd2wk89wSJAVCK+XIK+ZQV9/muVYfBDZgAhvZTU3j2Khybj6ckGqbVcyhdW2BUODZHFoBz4tKonCMkjaOdZvpKZh0vKg/uot6aguXWdGU/JfTdYcVTgeuruSUgqWUoWHUVtVDe+fzVGtlkSzQIS0FmnJVEV0XHJsSQVjVZd8HV+v5/sGJXVcHOnFxmy2rWM8rKrHiCLCzI8sp4estLIocIVT2wS6JBybZPwzj6wqRvIjBtm0eHlltzygI68V4vmn7GmiorDcAn+w63chbhflyXbvGhjXcbJPb9m4nMH3tbUurMkmGMHI45HOKamCY++8On32R6ibQTVzJ2gR617RcX49aKTE8GRs/ua6abDsx8cN9Vebpq+eVVGDcr/90Rv+WFb5/0MGkGF+xY04uQXCQgfSMXMymyCCdgVtwVbGKtKKUGJYsDLSMksEYRdOSCqAAgwBAqKQCCAKIfxUwKQAA0THdCEDymkv8t45HmVTxMl9JbwlTUSnUsQxNBKDaYanysmsik4EyEw0ETOIyK/ddq17Uge9sJDFZ7iiDYqKo0Cmuif1VS7DBQp3aDvYb2IHaGgKlAIiTJzfyWCv/l/fQP1j5aSZfpZ0j2VgpQHa7epFKbN8W9tGwe9IRDbi5iNJx13VvEi9LxD1rYLphXXTa1fUs6prl7joJjuiLJbdIm0dl0XK1ybDRc1qedwdf2XgW9JsOLr7ZlN/U4ESTRZs/bXoHGhmEi+uiy8uL3cYePByN9NmzzZMcDALbgbWG1TSRld4xfjBovFOjFzYEdL+4dONXd7F48sfgn/7p9dfpINbYo5O9H4790bhZzEoBKwPLwLGqWqam896Hk5/87HWyLbnueZ7znX/n/t/QTFy5Nym8O8RpXfHVUldcvlx0aflCCb/JPFP8rr/Xae68XOY/U2WbRgay9NJ2kTEJNBKOnsfqW3nDK/yhcxiUmxExeg6NUzgG1nq7Y9USQLDUA6HS5rYAUgEAQj2SYmtFpzcyTVagVyakycQuUd+umpJmmmL1knl4WpVwVwoopQRRwtx+EyFXlM12UyEQNVzuj8xtzRcMIySyHIw8JXR010WB781W0ad/mg9CMPbKD98WV9097cmy78u7uJrZVeO061uC+dbVtmuyZTE6hwYzkFGytsNo36kJis1Jz9lxX+ASbalg/aBiuh5yvWX1XGjYHQz78J569mbl3rX3OJIsNY+7xk158SzPGv7rd8HX18BA5OB0vFtxC3CaqP0A1sOPrU6V5CKMtGPN+9E7jtcx8I7pX3yzVuhRR5txZ7orccc5oOU8AmZEmSIVLCXSAa0eTMCn62qjHbY9DRdCBHt6e0mRbutOlNcB6S8W6Hhv+L3vj1GSPZ+LJl9buAW6gxWJZ/V1TscW2uvbW6quk3p86JCMZrXQ7njTtPVdMDrzDMXhJQixrKnojEib8TQHEwemlHO6fVM3tgntJpYSAUbu3+2/GwZZNv/lRVG3NZoq6Ok/fieME7BKvGdPXjmCC83OkqZrAtOlUdrkUowMqGyUbev7gUEZ5C57+fXOUzzwdbOg11sKAYgA/MoYRRI+U9kOGGM4vB58b7n4S2wCUYmoSjXPwBRZBmqBsPtaDZGCsMhbokADpAmAgggoqQEANMAgkByoXyXZggOaAaKAgeRttDV0Rwv0RVKGSp328LytNwIyQ5OeiUWDMeAaqjhiCjFBpKpyKUPguIRn813/CMhMaFgzQ+QT6htFj6RbrNeJcBhdZBACUTXawIPbtGBK7RDQrqQq8pgea05/2Sw6GDRRbvgj3TEPx+68lFknjI+kcYfE82T0rOHAElFy6MsXL+msLTDmpUc4knx2MeBoadizbtgLbINtx0XEYh15ZseiQSWdB9Ze3ptHvZ/98ov9g4PxxGYVfbME9+8EhLqMyiKnf7GOfvR4WBWGDXELUYmRGcDu3mCTM3PlHL4oS9/68fd7+K+xtQOaIoEZPuh1/9uXr76I/O+cGvP1ukKID7RiK0vfQqThq803PwE0u3j/rb1tenM15+sr1x2duJ520pdNuttFGY2rmAqvi7Nr3Qb1ChTKdPRiM6fdnmsjn+h5skqogbTMiD6pHWv//PBhrX2jVzIEFf++M8Rd8mqu9r7veLZaKt9PWlwwIECUVtCAurJ6AJ8Ocdsyh+QaAb1DseNma/MQmSWvnm0ye2wUNwVusZylCGmKVDWXoUQoajUXvvjy1cGhxTaV2fGyEjGN2YfuIRZJhfuSfZnRvJadiemMXYu34chqBfnL23zzafLbdzSet9/9EOYyn1a+6UxZvMxqpTAQwKDOQeUwC83zOh0fWbvFthOEqAJ6mlY+0HShGzaTrVG0lkWQRkxLVinbz4UkTNbg+Wcl6Zj8avPxQ8wMs2zhxTrPITjtwuW67vnGNJIPArLVDyrnIDSS/Xf2z/pji+YX0Sycz4/KV4d6mkfIxpw4XkdA1NBVASQAKLQixlNTabpm6fAvb6+7k/1zvf8iOGnpzjHXY3i741rkjTBbWSX96JHl65Xb4J+/jmlFG8obDojeQMuAhjXA5pbmlxEbGrbn9DCCQoNVSk51mWnAsSDN5DWThk2Y1aACAYorzh2LbArZcDD50E1q3LSOluMqhxxyKLPbebtN60rSBnAiAEv4T39mOA/Dw4+74Kefr9tcsto3lOsZAttnnSAvs6rVYVtjoL2eFha2lKAnflBU5aZslAF8hkoBnvFSz9aXsKR3zt+vuKHgz3bLXNaAACNQRg7ahtpEZwJgoKqcW64NOfdcvFSKQAihkgoBgBXk6r/rFvwr93fQhaXSzJw0BN8W5dlhq9UUc7kEYMTB2cS8zsFNClZJ1kIw7GCqZAtQWwGoAU0zJYcGBreX8+Oz4aalCGLPh56r4kVFmPCJ0RiYAD4yTMtCE125EPdVM6/B/j4Y+ZqRMIs0ZBMXcEwaBwkEhCFqRpC6Avpycvy03Cs24+O6uR+S8S6mzOHzjdHkmMGjo8Gzn7eF4TgAOLtp0eLw6P5MiDezm847He/ZwLXO3PGkaZ9SPuT/guGuCx/vHfYB+3aX5i1NqBOAizeXpuvrQxDq/EHmXK80x9IYbcgkfHpbn3u6DiHOrGi63R+ELo8eWw5S+zezKw3u/2FcbsFTAEAfw6zJ3T1Qvk4az9i4tp6RgWdvq5tAxylvf/HkEgBATAvtNhFlea+4c2CqPDdUQZr6ak07Ta0kCAEoNVcmWKhd2EEC5lEEPYFDRBou10L9G/cOjb4eCP7lgm9WhUmg2TOvOG73+6TT8W3wN3TzD/7hkwSo4/3RO37wRVolZZsI8fTafvS21hYvwjqIroqsRZXbYlB3iLE/xkjDOYX33hte/OwW+G6WlGZgM1anev3zT9aj+/AmKk9tU9cQpnnIskj4s3m54YQNUd8j75+HUVtdL3jfYV9Pa1vh0YHxd343ZF+sohr8J7+tPv+2BPf0utmgDOgEAAEyInaHp8hgRDfk09jHOiMuc0BitLpu1LapQWTcpPpvguaKTe6DVyutpyBLyNNPcVmg4aF99K5Z3fHVtH1zuV2so8m+8nx45GltBHhbKF3YhqRA2oahr27euW8M3x1vpmy1KeDi1lk/m8goT4BH4JGJpB5RV3+6plca3IN61sa8aPvGsNZFa4gGCUvT7u47v/U/+g/++H//xyTaFGbHSZYNAMJHfSlGR8BvxCZeeEba0DoiOi94U0hTlchxOcfIwUNN2IZeYkNjBmjzew9GKFebbVTrwM1a0TW1ttlFAElZANazQNPw1CLgTJ+3WBq16GpjVMR5RTFZzkqHOB1eho7MANiloHb8o+/82ixbfPvP/zQwYKvpDmw6Lmha+NZ58OyrzYfvdF9P85Ow/edP2X3iVLoJYbxOSldTYx0Cw9m2dUBATOmb9a7rgo8O6J5Z/dnyWw5fEilYgVogHQN4NlwkDSambWBImEkKwzbrimlKCQKEAFBJgjEgkCMkpVK/ov4CReRWmwBwZlewR6Yz+eK2AQBUAIxN0hBVZ81R19yU1gIwVwkNukAAoosVRUBgyhpk9N6s6OTALlhd8Bb7orVC3KIkN7BpOXq7i4qsFr7DQcX2zvF/9UTcN7S64fvCvqnoQtd/54dg/ifVfFbb2F+B1sNZm0akHOLO2Bn384TbtfK4dZBoBTfjaGt3xWZRQm4/fZrZR93ONgVbgElv7fQXrIivfwGATH5hZ4dH/eSFtouKvr9N2qbcmBW52rQDH8PQuFhsgJSGEAyGlh7ML7Ip37777gPpNK+3ajQy4TqadE2zx67ebLp69zfe631zIbpuIBf5ORt2Qatz+wcQ/aES96B+rHzNcKJ+pzPNspr2BLe6DrDdztJNWIwBFAAAoBSwlgklJtQ5XE3pt5/JoxN8SoFfqXVWdwiFPv1+efAtvC6djgBFlgskLWR6TGwKqSZH4c+vLspL49RHS90fHlgm1i4cGO/ioacCwwOi0zkadE4f7C6fvZpt5hrygt4jvXnTGCc948Gkb/fBsyc3o33v2O4tbhKuG1nDDKFm69l4b3D5JGs9S8B2NHCrVA8Ru5nFRwEpL9i+4RmAtUVDygpV5qjG+xOTMjnpOp9c0/rZ7u4PA2/H0tw+2IPjfXQSF1//s60dDob99M+Ldt3n+iQyamAgIDBoBQC6tXvkuvOZ0/J6hDe6brudCl1oIWXI8rDn6NR53F1/satzcHnrhbo/9H2gk/PzkczFbrpL4kJ8vihqCFD17iO/dAR4VdxmbDLRmkIkSB/39KezoCuXtVLVi3sO2nQRUJuv/3ee6T4//99mH72P/mgwQE+wXO7U67y9YWrsgAOr/boF4dDL42atmJ+jj4n9DGDTXF/9F/9XrLvpI8LWfqm4gljtqrf6dmG0wLIFrRxb1a1hFzKvZQEBFeoMlG8aY5ny3rAryqyLW8/wdsO9QnKs4Pmxub5tMx1bGr7dKdeHVQmRVEsBLM/37pFcg/l06x6H2tdlUri8xR0DeccOrQXftmnMWkM5fjj573+3d7/94v9ygfqddFdART3fm0b5/oBcPJt/9EG3qWA3dDwl75my5sDp8yIGoY1oC/XRXh2nft+u4tbHYC1kmoKLz5YEw4S2QdflLTWR05o8E3VdCc8ENhR1A7Fuy7SOQGFaptJ1KFqGoKNpXErOJDQJkBAq+StBQ25ySJSQEtgVdz1gFWDHQJcA3VebRGQaoLOmzqGAQgUQ6EXDDFnLRkogGUZqfGjsoGV6dSMV9poiAEPU+hsrvVYFVNuUO0p83NEaQFaIfbtB72nq+JjMBZe8xJY5cNXupgV9TxWs222TpHgelWfI6/TGK6zt6E6++bpiJD2epIFlcrguF2XJh2TPsFD/rlNVCM+Vy7MWGU27GI6aJMK0ZQBoNrIv0NU+0NvbNsdcunSVsLHtKK5hWSueaVBrhF7GG2iw04lZbUyInIuXl/c+vtduNtSAgW1dLlDXVMN79LPrhWG5zukkWrCTvb39OXiabJAyvgODv/c4LcezqVZ+kdrobCLzunm5ti1JWuiH+qQ1Ps8rxEtsm53Q0utdmRqBwnrAuEFvPtlOfPntZtcFroLgrmtcCdgn8A2oeFHrEJk2cnW1FpBIkCaiQPVZH1Jp923UMLKrqzUqpeL6ZK+VUEMsz9hHP353M5sKQ/jDgel2wzZ92+t6cnh+59Gu3h4My/m8ndJlrjeGAfNaHnR1rwSoquPd1gvcsmqZKN3AK1ouN5UTaB0CZSq4a3RkGU4cQ7Kf3cpB4N6+SE9Gzp0JEFGx5E5lcMvv8yK5+LrdCk3q4Ykvka8+wcb2jKvf8o8OjKv/9dysAA7g8X/wls0XUZYviQFhi2wq0LrSKtjRB9AdEUPu6MvLWGxg0D8zuG7YTtVqOlJX396qAnpvwUHjpxtIOtmKQ7UrihL2dDA4AEoSr21ajYkGKkvezJ4roO3pg9030cN9Pl3e/D9Wh/+idClY/JZ8+xflN1cjcNngg0YFQ3tblM8K7Pb07UZpOrZofdYZPFnl7W796sV8PfvJ3fs/UEWWLXaWWsZGwKqC8HD45Wzrmg1mRAIPWI2schvwAqlSfUllZeiAkIIq4+hgysRhjayg25Q7mmcqaR3Fl0g2q9zrSFqAXEFsE++BAYxhK3JgEtx1xTr1Oqbb8bdRjkQFs/rUs2TXKZJYcJDUXH5y+/lzCQ3ULlsTSg0BWtZ7/QBxHtp6NKWOpg4Hnaa2A+t6f6Rdr7J9ol8iwx0Cu94sAh2WtYdJrEsLWFnVBESWbetYWpHXNoIK0xpBBHXcCtDKEjJD45UCWIMhIhJLDQkgMVKgVcJwEACEVwIpJBX41d+EBoagBOwgmAPwVQ52DPQheMsCbzvh2+8G0gTLBGSq0Uzg9lVjkgLBEmDeSNXqmu5ocf4AKwht2GqeHXql82ED8DIZofqA8jsuEFCf5UBKMeyAesdpJattmybADSAV5vIWKhcnt7Wnafe+2yVdrJ8PJ2+P56Y2nBjxarO73Wx5lr/Kz5i5nJU7P5BMLFfkwXj8/bNBMfNDbhJEUk0DjtG+LE9B+L8Ifvw/9E9w1GWhv2urr6+u51cvFtc7jhmHnO0Pn6w8YIckl/XNCju0Uvltstn6ndnFVe8DJyN8hbt0eFLofsqcm/Dwm2cNPAg1S7tZsdg0PgsHl4/2vntm/dv9/H9yv/m9j8WJme/WzMjZqjXM85HjWDdJQ6sGWroSzo8NczA8+aB76GCo2Wa6rp0AXTFx0K8fHPrdoWtCpybZXQxYjg3CoQb3HMVxSCgyFLGOuoEAjNPbIgvCXiPLpqljbAqzFaZq46bVNeLvLVKrFu1NWnZ73g8efXRsT5pNFibm4d7hxwenf+ff+7WT7/Uy5RWtPg7N3zypq4kPt6mniTjaVoZWSo71tim2itOUEVoVs6s1Dn2LEVoZ3NNNCHijsptkN69d3XCx1jHdKmfXKZ8y9AiTkMput8gz6RAXpMYPhx6g6BaCfznR/7rrNFhb/btH9gfOu/+m/db/9Dt1n7fFZuenLGyGthwite1yG4UdPHac0VJqr17U794bW/jIEUPDG+VJU9J0ZdVvnr2wDsJm2ViWfvCe6RHxrosakxgS3G6ALAAnwclZP671bYpO+tCyxwCQr64/s8otvIqsvHxT734EnENg/J/xyxsfGCvwOOxEuvNyxZqjoXtnXDDga6wlyjBRpmsYyqLY7SJ4cO8Ya/pqPpPltKFQVCkC5Hp47xnWXiX5YlWsd40JqpDQdgAgVkhCSKEqpNfvIcdZTZmbEW1o3c5Sq67cUGdlk25oqEtfU3UKdgoSB4QPfHTuZa9vOORak/7/mfqvXl3X7DwTe+Kbw5fTzHOuvPbasWpXJItFFZUoqSWHVgtu22g0bAuw4D9gwAftM5/ahiV3o1s23ILckElJpiWRFIsqsnLVzivONfOcX/6+N+cn+YBS239ijIFx37guO19Xjh56dkAZcOo0rbJlefEqLjJdIbARIGiq2enq5q6Yz2Lq+JgLpmSBJdrGnd02tTtZhYRJH3W0HA97lsPWjQFdoOP9PkKGfpvZhkY7vY5t71ENYMqQhxTkVINYI0qKukcKS1IMEDMV6EPQ7SikNarflEywMGYFE5qNOSYSAwF4ljaQEt0yCFQQ/vtqHrFa7YMKDUl4WzZRCgAAjIJEA3nUVA1YhoB4gFfKdoDSDFwpCMQiYQwg4lBsMvDMWy+aOOT3dzskTauZq7UzTYqXBohqqdnaoZ8dtXCeqOka+CNy5HPI9VcX9WqlMcvpdJ1GK03Lhdz+6Y28XFXdR+PPLlZeR3zzLtw/2DXV4Drt/IOPTwbTzVbA4JLR48OvP9qlbv9fXCuJqr1982XqtJbTnaWRaLtbCLZ6Ezfb5zk/EaqIF74NMLBMxxG6Z9vOs767EZs04VAU7+73Xt/lKBLOYZsmm7hngOuMANQ5HpJkTR90SMEGsEm0sZY1Jm3byywluN4bJ9RYms23Ho51in6S3HxShxsunu42N9f89i59cIjsJUCCI9PODa4MeUThZnGnOZ08sT56d9jGMJo2s+vZZUW1g6Nv32udwNXldcp0mDU3XNEmoK7IDwd4k8ez0yrjwtWcpsmnq2sMjQcdHdbirC5k2sAWHY6Hcl3JHp6tNpNd//yKu+898Tywax22vZ5jK/3k6Umr+PGPt5//8OXj749UWZ6+YMdVulqH3j377bQcURBMVc/RFzGgQDxtG2evp8OBocehqOWh392sthmBNiZA6FPqMMc3DNIfecfd/LY0te9+91c3czW9WtbF+MHe7Y9mf2ti306btZ4Ovq2+pFmiOR2r1XlztfsP+pX/hP68vnd2udkwu656LLGpv+SkXobPju+nU2J8Fdye3/R3e29TNJx4swYoiIRLO0Y+/2qtAVW/fTs4ptv154tfy1YLfQXqoYUGhtlN+IVu8ir3EPDMxuNacLEaaN99dy+/PrKOvX7wiy9lxa7I6g+bGwiwI+uHNWjt4KsKAEr3xqpK65rBDq8igImWtlNky0Yb4bu5JCybnccK3QhWQ6CgZJILR3NwO05bXn4lVCA2RA10OeLgWICbDmRLlCpOPJlWnGZF6/FY1/T5ckU6er7ks2U98GmZFXWtggBQDDGF2jMbJEyEFNqAgIqNijItFfCqZKdqCG6+Mjm44fnE0XYtgzjEkIwLYh2jt1oHbDMt2/gaKCTCteI9Yzmt3tnzPnrX+/KN9ulLgMxYI7orhbtjiia9q4Gm8G8/UD9JjQJr0E+R6tqbzXDQf70qCVV1QyCFqGxUo433rc11PTbds+20ApgAqSnQbUANFCi40hEkhCsEhCIQ1luGNSQA/O/RD7BH/A1PdSAJBI2PR9RWEFCLZw1Lc1hDAXSJdbIPHK5Mw6qWyyyLmWlaBuKPnnauopxI0e4AWvAIqQ4avDeBb359p1xdCAdn23msuhjs7Rt3ywpZwErAvSfOL66aj/fa0zUShmqN9dnKWkTk27/df/7FdAv9QbXuw8X9AH3tXneXmqkYk4bFGL5Uuqrr1NE020gzqnUxq8vYwut5QBdrPEMFc1KA7kAea8lw5MmmWUnQmrQNqYRlC663TU2J8POffvr1++OLt+tno+5ZmClXOCbJYmCOWgby8iDv3B93DHNVp86ur4dEH9+nZWA73uJCPX23tQy4NTCQjPX0nNvYq+eNVqjKMZf5H77IJl65mpXDkZmWqOu4daw2dXq2KCeOIl5rt2X7e/3XV1uTVC7fLJbNbx4MtYaublaZCetyG0iALFIVPIJ8XgHH6+53O4tgOV2lwNHbXFLf6fsmW2fchAKbOgf2cNzpu0kJiUMNxzE0AhtNA3m+WeMK9gZtf/cIlyzOI5/OqhXPfKPfpb9+m03vpoZO7tbpTo8uN5DksZJafwLPL1c90zIMv8MzTXqbFLRNOZYRQQTrLbzvns9yDzQ/rvS/NJavgjzr9e+L8oDk26GYvclOwLiI+Mrnx38jeuk3111L70re0/WImWtLbgeDHOJ5JNcQS+ZQmUE3eHeUgwx8smFfNo5vUcthnC03y/F47y5rQHc0IFIvF5S4YbzRjiwx3XzwrTh5ANnPRVla0Zuyr8i8bGiLKiVwhYMANA0e6Ximj3f4bHfSk8Tv4IKfLUCdn2Iw4/jbw9a9fvJpQhe6LQDwbK1JmQFFsCwFK02pDA0b3u4TFP/rWRJL+Rdr+b/PTTxgfu2wXw+2iQTODTMr/kmuCgHGvjrZA9M1IAlYVkBikOjDTq8TJVH7pG9tV0Wi+qDKqAiC3NTgKpMEYzQw2nu4UBpytXya7jzyeZCDMNRCkLYeq+oHaFnt7X3WiC3MZzAWNlBLruZK+jXQTHdx8qit59nz17yR2DVNJTTbPDCUpsiDNjM8XwTp5RXs9A3Bm9A2TJGutI4/2IEsyRjlsL5ZLQ19CHm2XVTYFKQuE6pZRMmC9ce9clumqsgEZFHmI4PCRkOQKSC5EAAQE9QINQhyiWUNFFcQAQAlUBIoAJRCiWQAKmZBPsK8DYuiVKy8mosN0Ko2Qfu22dK6/Q7kZtuw4ymvkoZSWlWl1qUvblLKQKuNWM1nJdrQdsSNxa0Y9vHzmyrexPtIPehqrTbIRdXpAEsD33ufxnkdNnJWMv1Qt++PO3vj8a4/3GtlyEzypsW3VlXFt6woYPOLxfCnix+8nT3CprXTOui6KvUo7DJoah6GXqe9O7lMnHe7jqv0NkbvA/4UgGcaeTrABcyLKrdGfZM4giCtjgZWfmQ0I1Mp2FxdrWxTtUwfgc7OpBWVJZRVuKka0SxlXuTbZRZe3c42+U20PM+DJUk3m6tXnQflen7WbG5++fmy0EmK/UjrlO47NR1XUstLKCq5nGXXy3wZlJOh2W3b45N239AfdfXf+NZ9zsDdzdXnl4HL0/mbxcvrJs2q/+eL2wg0Vl80WBEoxq52s61eJbySdLznKSiTeLtOig8mBhZVWLG0gNNCZYZsGrxOyEq4wjDvllGR5WaOi4KsbhOxvLu7LY3BcLAzQoYNiwSJVbJclYvM1fmuzJ14MW6XuqHlm/KpZyXzwEVZUKW7++DyPLAs7Dqar6lNrpaFetZpm7hpMC9VUzr0qyDa0AQ+cPod7Uq09B1/OKrfHaFVCYKKQc7m2WaGVf+b+SVsLAFPoNWthL7KsnVR+8x1CpZUQtqaAB4hcen2x4bdNM0/nu8Fvm1bRw5Zz0tp6Y++eU9DSBMCyCKKFgCq0y8/Xy+KB/+zd//j/92DkwTPfsLvbpVzV9AjmJoNhSBOBC7J8MPJ02N7jLRCFl5xc1cVl1eptM0GAbNNEQI1AB9O4DMsv1iQVdWFi9wt8/i6Pul1oyAnQCJFCICsgR1ZC8d4uGPvAWoCDwAdAKgB0jbN33g6uSmCOs7lIr8OmqwnkUWP3Pak6zYaMMZgsA8CBQAmjiFwEI96vfVnxUx2jFFv2hTzOLcdGDMEiDXoEdBvYEsnKWcFGz3FMtiEZVmsSGeJPjonB4uOUVoocgoANA5btq50aduy2waFDpOqJq/XOEh9FzcQMALGY39v4EUxl7x+ddecna5m02TPQUWQ1o0wZJ0m6thk8Ty+iBpHFj5R337c7VGKETFcZbah3UVAk6WhS4wX63Qa5UVQwrpEEPRAVQqwYDjhxCAYQ4AUwEpqSlKpdKQQhgD/+yPm3yfZytd7e+O4zEWWUQA6O/nwQwu+aearXFTUUGSgG/kdr2kDWJixCiiAmubJwagsql7LrGAMgiLmiIHhHum3CgYovV3BRyPcNdTPIpDXzQd90EZACRQS+iKozb7xBNWHD5rztOAxNJXjDl2HJ+ttNuqU85umbWhbhmrEdoGriS7YPKa9g/GHzZfPs9F+/YfT2SZJOmOXh8X3vnv4Xk3Ep7MOqpe+lUlj2ySBK5I0we1xZ9hdFZyxFUbca7WEssNULKZzG8pJe3C5ytMZPDJ2T59/dfRwTCscZEW0XPR8f3WVm7Qca7ov7TJZOdOLPOTlAVWX56vC9wetd79Ng8/P9aGdx8rxPd9rBTUrUGKj4LCfDnTDc8X1Z9MSBE+ObNgim5uVmPkj37Js7fRyqbXkR/fc84CBpPp4xz672Wi26nkNB/Bf3dW+Z3xj13nB5EEbbhfB+J2Tt/PkZpe4W6P3Tp9BBBsWb2CTZ5ZXYpNkdyUwbGCAol5WumJlnpAItdzlbUxsTC2/0xbTy4VAqArq0k8yv7unj77/oNvm8+1D/OkvT9MaFGH47nveV59vWmarh7kpSbQOfNruO8Ynm/nIVaOONq3UnBeGayBNvc55W8Ptp/3tIro9XfyMtS2nld2E/sBe3aTusB72iwsNqBLyeV5rgvfoY60dLLpD4ioExSK2pI0reDgehikSX2XvvPPN85/fuD21ZbX3USvnmJ8WRkgEafEiHmuxSoYTsDur7370v/1303byQacBT0HPAoOFejUVjgDMBjumrkO7OM0M3Q9loCQiqnEAMSCOkkVeET3u3Ija6Vai5n+cFmFPz/Ni4NhYNr2+9qsvz7720WRzvg03jAtlUgHqYCv7N2HxjgWKsjjxvULzhoPxE2u9tUKx4aoGEIFKAeaCiWD1SiwDuIwMSfnxgWWTpmnoKG5imNWl1unTCKTBtehrXOoqr6mU3LKr7RjZ3qROkPLidgqdUlwGzf6Ol7ySCbc59/rWXGBlrLd7NKsx1DkUSIOesvRmSg0j7tiGk843Rc2xrns2XxTiB23yAmrSlS/XuQWAYwGQxEaJK4LyJKN+e7qsTDibDM0CmtPT1aMTpykiVfCB5y45CSNY12pvZEdl2tYLxQXFUDSKYEARcIWWi6oGToA1l2QSA4mVAEopTgGCFHMOhPj/68u0vBpnmw6AjQdYWdRcv/xZsYXKsoEOhdc0Mua+TmUNZnclAKCtw4E3KCvk6oaAhc2aZaxlHW847NtVdjNdjffoSndYHD3Z0R1NFBq4XUCn4y2Cqj1kbYpXKfnyikEHVors71qIGEEG2nbz9gzVd2Wnq51O07/uymMgrmNIlfW5eiIu7ieDgMrrn95cF3GiaUYJlQ/gj87Whzudani8nC+FT8xdCVbAxITYxzUBF+us4+l2EsP9/U67QZGfGQABAABJREFUOzGc6MvXX4bcd5y7Mnun750H/PhEo/HOhtERwaZMQBvnVbbf1hdxwfPu8icL0ml/sdq2fKvPRHhXdHaJsdspnt+aRXa60kf9XoT7xSxbLVJxLXFd3yypbZIC4pNHJG66L96u1g7Lm/pffv76w0MbG+Q7H5lfXYRf3DYOy6Oy7szgOw76xDe+fJ0SqSEs7t/3Kl0elCRbst2Rd62BnT7cXCAgoO7qs9P44XGv2KLWPXzzajnYsUMmTA+VUlWgMnhiltUGgVbeUKeXKdEi9PYs3xRk1+Y6IRDVHU+3dUtdzals2Cr98Fu7fnryJ3/6xc1NPECqS1NZOLOc91yHllks2aSrUlZ/eld5Pd+d2B3Lf7mJpCk7PfP07VyD4Ntt+2XSMbfXpeCm0mGlBi2wuqFdi1Qa4xYDh/buxug9O7k/NKb/5qq9dVPPDCMwsfSxaMhMKqOXxuTe1wYsO19rZJnijt7RVWwdeCasWVRFUuJUNMePQJnIeRBpPfCfOP42KGO+XmYjCSoKPARkU2PGx4NOzZvdIQ1jqBtgVeHzcmPNqc81jEbAMYVkAYOh0W2STbtbZwKFQX3fg48OB/WyogS0PFyXlNa1ZpibGesQ9OscWjZ9+gDe3TZ6eP7Ti9reM1jJwxTs9gDYsYMCDO1KOA3rQIhQt2vTko+gzFRzo/DANsFmY3ZH1QoWtpkUUNf9jDVdLDcWHDsud1vxL+/aD6zUoCrNd3e9LCl7DjvLMw1sVT17Bg3SyqZDDtJ6nLvBrMEVClpAT0tPZdWJ25303E8CJW1DlOtt+jlP8Mh8e8u/cbzz6fX2NKpWSP21CY8ayUoCM4ZtCpJNneSR1Rl19EXhpqJiODFYEk/Lvklrjbl1AaBc5MqFgEPVMoEvwUyAmFYAGSAnNciwrWgDNIAhhJDIhiHOgRIASvAXPX8FAGnhEgx5P2tCATXLipaqMagOGgqQx7HNsKYRorHTJTcRoDa1HCtXFSakAkBv2OkGIs9xfZsVi+U63nnihMhB8bYk6uUtudiyB4/aPVA86EpZCZ+oTwv3nQO0Vzi/+5s7/+9fysurEjrlxEB16T3bdbuH4JMv3yrbfWiSzTbZIvMzMA4gGrFb89Vchtf7WhaVHbBbx1SJ+SIN9E5bN3yc165WRouA7R95y1X0sgiLuDjZsXHH55YJbDeYbVG52VxKydISWt1+F2+v+/popa1bT2j82XLX7Hxe02c9+mYeDtsuhll7F08jxOOVHNCU1OZUgNzHeyW5PN/EZmTpNnJ9JY3wMo8TeXVTx9mQAAyoTSEiskXkLol3n+D1urh0qdmxnoeSF8kodXdRaUtwsoN+7wx9UqNzlu8T8XRCfuubO//oT9Z0Qk7v8lbeACUXoeSr87IBhl76701WZ0tNp9s03nfx3Sppd7ubVai1KAwLh/jKpLhIpIS+ATeU3FNBynmTyId9L3p9swi2Y2oMSSqudWmVL6yeFiXf+HYnmuXDh4Oq89t//vt/dNiKLxRioh52NKTECpiOEEXdmG39Qdcw2/aVkNdhkqexjtU51wNIWiaHfTf98VXbIB2rnGdNn0CLgu0WN8qtUSNq1k56ynM4M+Cydset8PWaAzh2Oi3N3CzKcMPxQz0ma899bXdYW2svrkah5undQi22OsUGsCsmFAj5zWzw5NBLA/K3vz7/8lf9sDEgvn2kl0FjNjRvmmMq+b1OM83CXNsd4kUBswhUqh66wGyrjtnbbgutJepLvtUREsGRr12uCiDgx4f67arWKHD9FoQCyqYClelhV9PmQroNODCk2ENep6wzLrfNXQPeCSpe8mEXnEHSKOwaLcRW3Un7FrKyAvmvg9gRUgOmTbsRALZHquUmXOv3d/LLi7KHyrto3yJpzS1pdcydy/MIHTX6EDaf8mzcVrje0qx4R/o5fMD4d5qrRqlLop2a7Olvqe7vxRgAkIGyRm4jC5Dy0IInALVlvEjb1EU620ixzxAV9hjhbz+zL69MGUfuALC3nDuqZZVbplTfdlq4Pk08h3z29myfAKQruSVEop6Blg2/XknJVYsCJkG3AzgHnIGGAWgBYBsA26CrKMw70FzcsppBgCoOFFAICKiAQv/hlYUIUPFlky+AGRMRNKbVGIT3O2QfWG3N7DsQCXS5wDZRGMChhjEz+r5rI15AMV2UumHBvtUuyvAugbvmV19uL2bJdFN+6INvftt+cuJVmXq7wj8qvFdT0aXwP/v2QAX+p9fl//XfZQyB1tjf7Vluy7j//mQZZy8vaCTcx0N7Fet7gtwh67ORcW4uIiecxuLHYv1n+UWi1hW1biq6rllG4s38LKOZsMFoxxnt9jYJfnUT7dDGm3SzZbX5PCxXyV6Yf9dJWDRL+ZqA7GHL1JIMaHobFTjIurOtMROUEGRZLVfPlaU42hu15XJ54vK+pp7JwgnK5Uptm1yB+vmrIk4bW3GfQtDkSbYu12eGlz4w50ynnOgNo2PseURXJpO6aI8sG5gHBtxzmr/zWDtfXC0CGYry/3VaHihNJ/n9Z+a7X9OZB/+bn69kYvxiYaVUpwysI1xbHeRbh+/sdB60pi+vwbo48mlytVh7dYbAg73a9LEHEWxYJgiexzpFcUOymuxYcEu0nm6DpJxezIbdxnKQJtllngBzTeWpwV912PRXf7KJa3322W1nMf3mw1ENOpug6bdYzMDVhlaSO5jfO2w3WfNymv2Uiu3YmmeyMbRtVXVaEtOWNtjfSrMzcGBV3g/UtgG+o6YVTB1vW6sEu8fUf2AbVpjf/3Qap6p8k9ktHVHQctlgWJUt6zooP5tP82eJ+JbOBZ/nk3r/gDWsRWrj0KbuyNnaXWH2B77edVfPvzpry9F25txU7NhobL3+pEYBUIz3Xci64PZNQnX45Bm8WVVdW3/6wLz/3W7nwRi6wytm3VpmeB6HAqiKel3vxTLvTQwg1KfnjYYFMuRkKKGkD3bdpgQd09RwNXHynT7YNeATU774kttK3QZgf4yatjJtJI9boY0m+/aal6d3/OYyv/k89rgEVGhfpwcHoMnILsD6bNmjxGwYOps7LbdciZOv9RMTRQrAj9+dMlE09a5nXnxuIVg9sNruLTkGtLUCcI8IW/0hVp8AcOs39Q+0Txcg7wJdAAkA0CW0sadJ516ZiU0gOaOSK9HRSLsUtGJ9g24D3U3AN9zm7z81oGh/7QHY82WbF4ttqStmvQizNrnZ0LKQDJPtBpwXcu+wv5AwDzHRDVujgINeCygNCA28TIFBcKuLCE+BiiThUcivL6u8glwozgkQCij5Fzqm/x9fBhkAF+AiA00jNCwtG/R1qG84Bw1SMkLqPMMYSM0wBg6mva6FFMzyQPBtw822b9kdE0nAhd72q0Xqe/rIomuMTpfy+R+krq9NdvB7HxtTDMO+E3vt/+5nqna1x//RBwdkqeIIATtbENbV+WV4MlJ1GWlCfXY1f2+nnYV9nanT8q3P2iHY1zX7w/0JyTc/TjtRlFEHz2LW6znTipQCDifDsKxcK78OVrsndhwpmeUTz4dtvaJG3zVfnm5iSe/tk9s1fB1O7006DjG1AoFZQQz1uOvEJXc0IDA2fYQsvWR1xYinTAbyngdx2dz61Bp3yjcL22pBv9NvGxXPoyhr4jWq4npdpzH9eNRcQcDMUdUzBh7Z8HyfbG9yvPtQfzlrTlroZp7f97zekJ8m4HeedmZ3zaEom8vyx28rYZO7afP9490fX9/ijlZua2/38F7fzdezi5vIkqWuocO91mJWt/yRPq/6Jt6GtKcZgwEO89R3YJMRRIXvA0cndVC8N/DeJHznEEdfTDkXtmXKWgyhZKv1qZBpkI1M+egBFDXTyzIH+Nd3JUsSDMCbQBp92ukygOCiAjezaNK2WxqSac5zsPfOk59+8pltgnQ67VnEWjGIK00Im6ifZMBpo7pFpKJ8IcYHBM54/d7w5qvEeeied9rs7AYk6SJF7+20vJ58eZVF51V7p4c/7hv/+378T/+MHA5aiyGRnoagQberJr5/bNzyITEMViftIYV7bXOvbVKDjneXXy1djclDCDLVN2HbVI5LDQFxKl4t8/F9XEsjvmDrWOgAHR1ZfllqaeAf2G+u8sm9VrJc7rUp3wrLxON+X+NpVcG7WdQft/OCuKj0PAc6cP8dZ3ux3KZMq5ppBTzD2N3Xk47PaLTjaC9Zy4iLJFzWS1kAVA86LSbyzdI6AieZrVbcll4CeApCBytkQdcUVcBs3L/8dWz4mtKVjdJ0fk4xmCamsUytZ3j9+irr2fq6Rik5FBghFrRbt2u7ypr81Rp8D/zTPdA/BSwCywxAJT74vvH5pxF81ywhw5W4w42hoWMEhrQSmgzC9J2H9GbJEltbz0qkgemVwvumVHUAjc9UiaJa6fLIMZNGCF1/cKjPl6HFK8cmC84UlxMXH+j8VQAEgwroKcJWUBixFHbh4K7rWkGiZTATpAEAI4wwBgAQwBohJJBQAYAgBsgCeyY6INpQgW4Dmy2sYohrgQFaxdAvmh0h+4Dplm9CrV7lq5IWnABKwW6r64CyqUNVhdepqvk2AELXkVLdPvrOiTma2Nug+OIsNlT+7gcdf3d49GxYymqH55tbQPCgSL2To26XMhlHd9Moy4ofbqIPhHSSbItUjSu3V9hkdnzwxa/7r/7LlTk7+uYC23nSROm1oCFrQLKt+wOXMX2w3/ryTcgaVoaZ5UksS4qzJriR27xYrmhPC1IYB+lQa/3W3kEd8y/j2py4T331dltJV15uw+0qDyM1dK37tDSicG9nZCCp+Vq7YxS5bpp6d6StGPM84VMm0wqs73B+WeXbtFqzkRweHf36rvNoZ3zkooq7YeR7rZ1S9KZ55xaYCrmJ0Zv2elMoc8WiSPIiUSK9S8Fna/CWgXzgtSeaJdYfQfYbJrl/PFyvyq9enL1aB0gTgEqkZEkFEU2viCVklg0kbNo+3s7zjttmHACqswKPLb0uks4EvC6LHg3BYjXqiHWmeCNrCI1SqHPprkFL8j6S+d28J1fMqfIyiLfryTv+3q47sZVdJWlezjY51ojd0RcSLys4bbRcxy4VtOLZJZlHgoDwLpfLQh92nLpEbQCdGBoNVIo9ecehJfd9/cW/W+/+Zq97JepPpjIRmqcPfLmKw2m24irodTMexnUlys+TeK6XuqE/M/6jd7ftrMKk5f7O/mkmvQ8GwB07Vt9AGG45f7Wdvoi2JfIwrVVVKTjpAgIAcNHdgha6um3qyUTEs0LVvL+Pdx5pj+6zs9Ors/XUsuu7iO6+fwgGlswhb+mrrH7/nqbB0gDauN/3PQMC7FK923YyZCtbC6mW80rieo2wP9Kgj5EBwVbML8pXCxmcLmXQpJl5b2fgHN+XrtDGm84zraPM+GdpKzMy2ShAMoCbGHrUFKvM1aoCRKINyrT2O/31LKJcmDmjZYoJFCWelwVNNp2pcnK9SfRVRlfK2P6l7zWP/nbnG1/TC+Dfn3T+xr2P79snHvyNHXOz3ypdTAvgV1AVRpVAVTCBFMNIGlWXZOssKW12AYptXq5LhA+dlDgCkR5soKa/c6T3VP7BIQESjsYGa7hnijCVQSnthn/YEQSJTQ4kAQzifc3Seb3nqJ09ILlqoroI9ZRZXEEkEYQIKKiYFLVQQkIAAIQAAAIIYFMwq+UHSNMgSivJJEKECFbnnAtJfBsD31GGRR0jrkPZ5dGGc6y3h6aBTZHVUmGWVY/29VmMyqbMytQ2+Ys7MMfbvYlrgPpg11reMDjfcCdZ6a3OWGtpINK8+LZ8sOPU09so4/NUTINkR8AOMDWR3+Ssq/FlhZ0U1HX86+B8nuHSM/4gfzIwMq2Jb+ahXZK5t/jWg/uGBLbLF6/OuiPcpeN8yi7TuKxBXXJu2QgYex326aLeORCvT+ONICxuPmo1edf75eubx54+2XWLoTTZZmBqp1FKof3JFU+U/MjiUZRSWxcrEuTkwZ5az0Lb1wgGVo6YaIp6vd2mVq/dhuMgTLdRYv3NDz/5crXTKqgrjLH31aaarvpNnYVqu3dgF3FGmH3c8W4Ws16fxSkIG9O04dBn9U7bfeCM7WtEemyF/9VFSa1y9wFBLXYVwftQm2/lPhLNOidEbw+oXqL1FkCtZBhqvgW4knnTaolUA03aWMSGJeXn1+ND8JPnhWMAy/PMPIozwZBaMxBG0LbUaglcVy2zAArywYlN372fWCRYL27TlIBGEevevVY8zyinbgsiO4tnsiyZ97gY/pXvXH0iu/Jss4w6rOI2/cIEk4FnFNtIthtTU6Q6vQprhBVP/+rfOX79X59uP/b/yu/4P/rHdzsG1AZd44nnbFZVM397BYDVIgVo/aNtON1ok1H+2+PpZ2a7C3o6NTN0Ocy3rcCeIaF7lQnHMJ4FBW3Ju7m4N7bYNvz4ZLS6CbOaprepQXm6YhKCz5b8d74L/uyPk9IApgRpDFo9zypkEIm8UPusZd8sSQcFaTNw9U1MgkROWtTEDYSmkNTyPNtkFFebRcziKJdAs+HL3L5n0JevF9oOtmsZhXJ47GlFsLu3m2oj2uTFdHFvxCZOzUO1OpWGSXK2cQG9w51S0dCilNiRiU2nkDMJKiaFoO2i50X11oIl09eippBtsvGO9BNzmSINGiHSEML68aRy9tkXevB/Pj2xwNwJDv/Ss9sbe9hJbKq2cASQrGeBH6soqwA2i4LoLVxWmQPByAQAirwGRUeVBsYK87hYpOX3dsFFiFijwLomFL05z4+6kjNWhKbGahugNee/1cVNxXsWuGNAlIBBvG+WCeeXDbAdQC3Aw9LqWTg3BK8klApQUAMBBVBSQoDQf0iyN1twsAMGt2DN9V8C6sjgd231gmms7JYAHo0oVjwJuO9zAnLO2F0O2hYubN2HHlhVEWKsLiXVF1HRlGx/YIqEr0Kwq4EPvjX89JMy52qEYoSdwVGnD/WCupzUm832yciAML46X9gO3TvaPxTs7b+7lQb9jlFXFYDSLBN5AKoohFekfrkBEAggKsdTqsVO1wugteWT/q6xc+/gEdLdvZGfbkMN5p/9ednVwb7ZfnaMXpyvDMs/mOBFUqznrWfF9Gvv9f7h26Lm+isbDKrigz65FkPDNuTZ+TtKeLrFWHrc43fLzPZNuF4mATS6VW5iAKTdHf7ykwtzMNT0lqdyAKowjKumhLOyKsrjBwNs+8FdMH62t6LBQ1uba77/aPDjP/7nu4eo06KWvW0IMG4rxLWu1kATzG7ko/fHGKpCcSH4y9s8eQXq7XTn20/2xxUPM1fHi9fpAcKXZWwQ2DBAc+zrxXVDtBpN3P5NrpQI7C7IMmZBryykTjgq8m6LzW+L/W7n8+uEuqTLxWq2BDuuRsB8AVIGsFKNAzIBqgjgDPgnMm7pW0YnR4MPetrF3drQIG6r6+my3Xa3UjkFB7BkxLFd9QW/GPEQgMpb3QWEcFP3RFHzvqxBxQ1VF4wjT9NfnKf777YJ4z/9RTj6Zv/Rdfmz/2ruHHvL27A/i6vTYHMiWjOANYC/y7tPK+2fTicCTOFy8aNfObMTWcjB371384cBkcbJwNDRPNGttwlLPD7uaNHb4Ki1t5w3KhbPT2vs9MM6/fBZb1U2WgXaPaTp9SefK/cxfJiqsAJMB0VVyEr1TPvgkTud3Xq+fjeVw5Neqy6w8k66FYJNqRwSJt6uELi+Apt0wTjEe4JcLrXRgGRTFh45lueXtL9e3u4+3q9iLDOmRk55t9g/wrvduAVxNVeNlJoPrnJFJfF1fS0zImsLpRrOtkJiCoGJQaXruDLMBpyC9bb0hyhywfCqzAEyN3BelqSPDZaui67padwMwBc/AtICZ19dKPCDR63mR+i02DfsXOshlaTeI4zf8sEKGBroYnbXWLqkNlcVJd6IvzwH3fugzEwdqY7gKw2yUrzZuDdR/e0hUVoVF9Jwia9R3JBpWbyVal8HR5YZVGxko/ONLCBQOjWVscjj9kSvKUoCVmfK9oxKJMAnWmM0lQKCAiQRIhAKDLiUQgEAISR9CHoc3NOBL7a7ml0oFTRAMHmFk7FogXyT69ixlVDI4Py2NAD19YHfJ/J0niMjr2qkCdVEeSWRhfRtXmca7bgQCPTqNLds1HF9ofOH/V7LladTsdSZmxc+qxbzIAdkb88e2ugmYt6q+s1vf3R1/nKT1WsOCoUabOpyiwxiir0EvDQQLg17dnuhHIoUoRra17W9oTc42cPbLEiT1sTcfLL48KQiefzDczRGVX+iWxoML+KdE/OeE32Sls9fqLGn+54PE/+m3PiebBuxbSDT1GHkZAFEGewYea0ZSjCkQ7tNNAowzw96+mJdOC1piswnWVFnCbfKmLdIlQk4OOpNZ6XX13cpr9Yj6frn9r7nWJ7RPDr2j8aA9KSVpptQVRqCdi6IEqULveHVrEiy3GypFYfIB939XiDhKkv6uhZHDYiI0EjaOL4Z5pXyEdhINJS6BoYEbykp2x3XUlBmPMPQ0cqMQBgsFYBnUQW2MLPTm+X2N/fBWQTaI4xxJYqm9oATgUSBn63Buxp42YD/ZASJhdaZSVG1KOZzozF9DZeQ5YQ2IN2wvscWDKiV8voWoFULS7ic6glaJNJyYOKBTSq7LMxss6ll3Aa2LsqSG11DrLNm7OjPZ1qnWwzRMczefF7WewB3tP79/vZPry5vIThE2jt2cx8bPQgqtPMQVX80KzTuEPj6F0Wy0nsn97rYjPUMr9dDD8i6yYkVYQtoJIqq8XAYZfPh/U79vCjKNnQ320q0O565RW5HKYErJiNdV6BxcEMlUrZLRd4ZkMZxHZdxgSzkvlzkjyZWR9e3DSlivYfYi3VmaNA23Vmq24M+Xc1qr62JS6ANfQQHWSa7PsPt1qD+qIOny6lLhAKdA6LSlHcaEOruMs56nETEGVjJbQhrqk1LjeUCCV7lFrRclW3xAMQOpg0xhdBTmAQkUrKHQdtBt3NGfLhhpmlqpAuabQiNGhhDuNWhtG8m36piXjRVhKC1TiUEgraMVr6N8zEUPhOVqjYSQ4WVQoibKS8PK3D2Bg8s8nlRRU39rKW5LizyxvXZdglaPahJCAha3VQMkQOdQSD2OjCK5TaRxAJBAjzFWlbe7eBY4vmSDV2tMFHJaeLYfBNAgCCkEEPECZIKIoXwv8dxAgDIiauxstl0wLYCZZW1LZAy2IeAwWJf0y5IXjOy5+IvI8IrKpBjehQW+UsIJ2i7ZYbOeR3HXBO6bhFleq5cX4ZQA4aGpOIwFXFUPPve4SoQWZa/DuDEBTtaYAZFJHqP23yj0WVqHNmVtaefznC7vdcCZ+2cz9ZS1NIH3kGsQg1pZOdOrSCrDFujteSOOR739weg2x/XiL389EfMdj84anv2/io42y7VDwb1cpYHG+mcdL2mMU2tvZc/MfjZlKebcsf2v/51959/5VxUsd+qTJQbrrkKG9urca3i9s6uA0QTNhjuMEqgmQlXt7mosnZaE72LwmrWcfVN7lRFpeGdsR7PC2yp0FRxzDoD0Zv49UJwWej3yqff7yfz/DLAepjz3AGbTU2qC+UbpO90RTgCoPCThpt1rjMUb0EH4MgWmi6Oq+1y0tU3jZsFDYVsa2ht5FWVGPgqA08f+1eVpHEpETB8c1Tmi3nYb9E3M3xY53rH2PerX9/kH42BqMHDievJ+jxougAsY2AR8OQY0AX8cqseufiuEX1BSMTXWA+WUWvoqFQqU5Z57Rq9gpVTgVElG01mrLRyQn7J63MsRC4AIhzoRUG4WrXrribrire6bp0i1we7FgnyBDqq/4FTn67sIz4tuBgDtQbluuiC/O05po0fb1H5x3F2qX/d8LOvGdWHHfNPX0IvBa7ffPqV3htHK9giux7QMx0fd2l2U64roztqi7DuPhjX13fmh/2hU4B7gNXp8D6CDUw4s7ptVGFlgHM8touYNlvchooYCJBlZncmyLWIrlLX7WV5gynPHLJ8s5Z4+2B3ImxZbprJg32e5DUXru+gFjWrpLeDDqo1dOVtg8u2LV/d9bv853clu4+HHY3QUgtxmagvhP4EejGWZyIHin/DQn8zav4txejpMOmY/PUs8iXIMrDmGsPap5ikPEcgrbmo9ETxe6D+5Qru+O0FkKamlG5GTSxDNZyI1fNbnVj9bzwq0u2yaaxq42SscSwArBphIbxNC3e9eLZSkSB+mkhioIJfplxQ0CYgpdjgmQPhs6dWG1TxtjQoskdeXTLCIGPNJiovOTpEoq8DaYOLaW0qsa6BwUDHhFJBBeXLhTo48FxSThex7tmAanYqmW8021yBUkmoAYNgqhBQSgIIIABKAUIBjHtatG6qLnESOUUct60mkh/65DaP+gYsa/DZnDML1Rj5ljL0ulbQUCzU7WbbyDLHGq0qwKO645OtaIQEwgJFSpDfMo2VyfFdCS/Pk36HHdp0ghOeptOS6Lv9zKRNgo7GqM7qKw2bH4zURnaVNk95xMs9tXunAAGIcUB0umvszZNIJbzoQVMbTrzO5y9X3zdmP/uT6+UiG/p8UdPWvR36ev0B2rw4Tc6Y9q0B5HV6s649ml9Oi65nfOep+8N5/Xa5WiVbzaSHD/xgE26TvO06hp3lIHvnrz/TrjJRNsqghMN798113jJhwzYFjVdI02DP3ObM5ThZlL6upQTeFLBn2EiHkNujgYF7yIjLiupoyE4vvnKiYJH7l8kgLaDWVK2xPYI5ydqo3T78VlnPl5pwS2iKEkiCHK/hFHuzGN6Via6AKiYD8irhRqxc4bFViZC0RVBB8OrGPnlmHbhys814UQVRfbzr8qi61ypGu/DL84aUoEvBoO2/SPBHHfKrz7PKAqYFXjOwZ+Mfz8RgYv9mB1fLWFgwwKAQWSLBjiW8uPg7f/34n/3bK4rtqk5NwvJISYV0z9gF2sON9f2B+3OILsF1DCOd104DgAA6AIkAFlLpqtA8s22Zy9VWM3R6BayJdU4yvYaOJ6OFgglsGdrpKzAPDyDV62k4MJAZV/N5S3fscVUkDiB/40C7BeWrQryYv/sRXH9yWh/3IFeEW4glR0ONxBHwdG1rLYrqwTvWy5/PDners69Eu2rPe2M5XX881PzCfw4POq2t55Qyb0Iohp5Wx4RPZXTgIcuFbd2QukHgwxHR0mzwbkvETTQ5AJo8qNrJmvVcdE9FmaiOfag2+s7g5NXyaue944ttZ7c5u7dTCo2YffjgXdsLxfxFYWRwBXHH83i+7Rk1qhB/52u77WBIrtBT9w3vRbiIjieeCYNX9YPvOyogBcDBq3ONbZkAEAGfW5EBtZQvk5pZlugakjSI1cSy1POUkrawHHZV4D1klcBiIoRlvVZGpnoaAy291O1XZgsWUylQB1gK91Me7bbKvGZfZAbq4SAGW86GmsSOMc/Q7r4ul5mr6VkqdMBuK2BDeDzWz2PZ4ZVn8JsYcAJKBe737VWsYs66PTq7XDQatnsQYcjLAiDCiwxiBXRHR0JKXmYMCY6IBAACACEEhCbEu64hAUzjnIGWjUphLmzjJxkArBwX6qBDAw1qKulqgLsqiAEQ3NPrkClDZrzNN0t5gK3WcWsbhl5YzyAwc0gNsA0zjiFCLH59dei5OzrSlOARK3zH2e8L31vUXGnys7BqEz02d3S3zRyheHAAbsINVbX0gNh3ybxnXt5kd2VEHaeFdaDMdtvtD6nVPV7ONxxVniazApBuZfB1R49vr7JY009a+nJZte9p/i4c+tqQ0H/4WdaaRd6BPdlzFnerodfFjHS8YbLiiONY2NyS07fTYd5wYtSMtx28mAbjURbLLjWZ2+Jax6t0yWBOBUeHKJuFFGO7xMCATJlanG4bxbisNEPz2dXzW58WYGPZi7GUfTbym3uvkzLId3rlf5V9m1j0omjL1op7rIq5qrIGWGm8FF7LU/qRV5+HdCnucrl7aNw+b/Y5zoBx5AKcpG1v291ph02HNJ2De7Q4ezWgs2XNm6DWfXV9BiYG5gZ+MIJUwFWYvWhEjkBWAuUZBuKs0hqML1f4OhddYuaytJIqt5q+S3BivD5NepNUa6TX8z2gTSk8FMznNtKabkZx3Pq9mJuIfEwnCTNKGVUcdToOAezFvKyE1CgnWRJuiAQyLwppmGwTdwxAajmy9NDE1appCDvbZMS1bxbrnSFmyxIWLETkaGWuPouXENunUVuz/X2r/2h0sieen632jnL8gw/TN0C+jbvH7fnP5lTfMaK862jpl4lIkaY/uBLNid69F/PLbT2Uk5X1fqVclz13SDZ3YCMyKqQIUke4Tu3SgnQ6BKWN3sK1JHXa7GK4VRpM0hO3mYq6zkH/sDctQJ9o9Gh3S9hdls2OxqMHj9//aok+25yIZnlgHHzUhzecv0FhJgspaFt1J4uPK3C7Qj9HcNyosv/wZvjgk89TLS2wrJ6Oh13iF/eaKq06OqqC5kG35aueH4p5bV20sqosfHdXKchpGqS5YmtkSbvuKNtu6kQVamu1OyFAhraILL1ZoZozVgUAmLHje0jZraxZAV5ssU5qLkAF3FrqoN+B3U3+J5rYfReOkOJrqFHXMGUeKpnmWchrDFwM+h7q7fRiTVSbxXUqNAQ0A0JJFqHmOnUayqQATkenFK2DUjOUZhlVkiMkWC0BSyoAMAQEIwQkQAACABRQEhAAvb1ujWBJiQA++Xxd51XRaRIM2xV04wpdLosVttqeBA1uC4pbRh5v4iwhSHXNppaw53gf3Nv98WfzGFYtQ8kCAIrndYkE0CgYeWA81lVTsYzJXMJe2xh2tI6tARnOQmnWumxSPFHSwnFwjety99lIGz18MP30ZWWY4kznHhS7qrQdp2iayqpbvt5CweWrwJjca2mJzPLFIn/36yfSVleXF+TubhvnwNd7iD7Y8T6ZxbdRDQv/vR77+DC+CVSVVIdeO8VoO09aGqCjka9F21g0oJ2k4J0xYgklLTw8oKZRkHlzJGclmlWmE2pe3+lECRaV0vRKWlTYChtAgy6TBaKICazpFai3LmTBXYRUE9TaWThR6f27mAK3Q24/s75V44clO7bOXkWPerTPieJ8RZTrQ1UAgrVxi/Yt8/WvIhNpquVrWnn1RUQxzKyNC2xAbY2wfacSvJQOH30w+Z2Pj378X6/Tq7fpVpQE1gAeHNI90301a24ivplXrT5dpsx2QFLAsoX1ZSOcRhKnSNlkR24CICNg6GBkoc3ddpFaj+/v1yK+vyOe+BXJgzOLsusSZ01OrZegqUGwAyGW9mPZg8A1ke0Nmsz1I9ftj9jVxfQ6mXPfQISWom6UtDKoREP3xDwFcYoJ0hRvXt6Ayfd4OJ33BdGRFiegrhXul/GWrs7Ko33Zu1vzZqECVO3ZtabKBgZXBYdrooz6oXb3dVJ8oj74y+bpnzbIH8zumHe0dxvpj/eVfhftINHA3Rq+24h9umjchycbTc/A+gCum5xldmXtdlit2b6+hW2dAjIx5TlsuS3sE8rrHoX7vY4Mg5wb3u7O9ZpWzm6nLTIVXL/mxodHz/7uidjfHjf0//PzJtHAyXc98lz5c57H6rZbf/t360dWs1PTH/6xsaw00+hFW8l5CrdXIm7GvR7N4Yrzql7wsiZYH1KMZZCveVeg38FCn5BXgPzfrhZhoXStRhQLquuw3+mbZ69XWHKAY7lthOq7PVKYYOBZaYhzmCqTK2VAIdotKv9Hj+Wf3+YBhzUqKL7WQbAB87P6t/fkz9fw5KmNT8vlHD3sAsL4iwZaCjoUYlsNLKPg8MW2cEFDDahScCXBd4jmDDpf3BXhtsQI2piLWjUpMxAWDTYMDlGVFAoAoAGgQ4ggVEhRDQoMGANQQgkhETkmDjldstzS0kq+e0glapYVx1mgCR0zRpjoSDfC5jLNmGJCpobdGL68u2K6Bo96/e99OHG8+j1kfjFTv3dTQtDA0ihFdtLTHM41S8tj1a5Zo1HvXittDUvFtjeF1KpKV9TQyy1k0IVpHd4keNLdUFdIY6/FZWfqT2Qg6OlNzhGdFY2p6b5tdKkeb2vDdglPV0GyXIvf/N4zug7qTao2i6YobeIMNRI32Q9fVCfH3Z1eRzOdyozri3UJwMiktg49f3wRBxopg6hqNXUsHMOpHL2IkTU52qdBsqvzH72JDwj7/Sn43/yvwPWX7TyeOLbIWSVix95xb2eFUD7FXEHbqmukQOZavOCDfe3NWVMIqDgZpXxPo5AVd92qml86GJgBvv0vYit11zxFvHvc90xVo625XlSwqNacAVUoqO9/vB+/WjeDcTsvuaOYykzCkjgyFOrt6ssA/MCYldH2039zcX5z8Jd25n8sFFS+UegGladz/nmSFUiNXC4wtFR1k4Ov+2ib6NuVhkFp54JqBTVpmcNup5/dbkosrXV5FYD+32xfTR5sfjTDwavFNnKZERBlEztBAiMRGI6VoDul74D6AlQLEBu8df9O2fDwjzHLjNe9ttNHHjkY6gpP30rbIkIQp1cu3oJBD7yL5cVNuYYgVcD43j1vXRc/Cuor0ViUYI5ldjvVtqprCTm821xdi9ZTsCnKP33RfPOg326J7eezVxdYftM/+0f1bzw+nqA6JdFg344l2NltbWd8tDOcflL33+8ePGzCTaLwVq/LbJ14FdCBrjX+UioACmwTYukMarG07+9Bn2mJlocCOJYjkV4JcvpwLzc05664M6X90X6U2hqBt/XScBbWQDPpODuv4R3gwLrDSPTEO0cGfZNVc30rrc+nurkBV+vBbJ6YuilcLwuv42Q22672huObpm7nd1XuU1gv8/VbY4zAzr4DKmX5x+j0Nn2wXj3tksco/hnQi0YAxomivX1rdRHSCTXiivESU1Q1jS+4pUA2A0We1bIEKZAO5Q7XYSlercg38MeV+W5Rf3nPu9jfQy+yh7fLUVj/1p7OzvTrNbYedDbXWJxBDqvJLs5s2tYbLIwkqetNGEu5EcqH4MQGAdSUFLsuOwskZrjTpxDieFW6Dk8Uz8LCwgBDoClsQR0DjikwTQANFTElpIIKIAhIU4HGoiMd1kKmnr4KK8FA7oJKV92qMHxACG6aUomskQzorqrU9UyZgn27Rb4xmDwetNRqyxYcO/QHJ2h09Oj/9GdfbUXWN3Cfc9q2CZAQKe74XocWlpOXGYsVQPpWp5aOWB0HSHK8RvmCPGm1s7AJLzfZNl6W7x1qL1bok1zvt+qhJ6MpGt7voEUyv4stnWJ9GdwuzbLo2Ce1Kl9Pb3xIXE0ZLu4o0ChWVghbxulKvLsnXC2bC71l+b0we3OVkn123G+vuRIIV3G4VqAR4b7Onx5ULaNZeQ96E586q489MmHg6kg73R/Hb9q9jp6IwnQsqpempoy69IbudL66/4RO10OlsEEMm2qmgH25uqipkJrE7TERlnYX5eEn4afFSn1wq62mHDu4Gu9xz7wWBFVAoJp0DWyZtkBhGEsm48v4YL8TbsLexPnqy/jkESApaPkUNuTOnLSXd89ei39Qtd7HDXrx+S/+nrE1FCjSDMhCEBVmLYcXDJGJI1Jm14IhjinWiTJLYdpmI4i/32skTVcrr+9R13euVpZt/9XvG6+k/vJnq/Ii0RkeNlbcH5faPE7Dfs/q9PXubbCknaTZUogakxaismoAgF/oZVz9qs6CaUnoycgyC1Sbu4e9eLYtRBpfgd0R6JcA2+onMYAVfvpUR42m2dClSHXA7qBVbmMD4+fXlTDF2nZ/ttQpl72E6DJZrMq7gfubvPwlJG6bWGHYzavNF63/jrnqLu6+y71PTzPdTV+k+89s7ulRqx49ZF99dq0lq33MhiM3x7UmmpnfsWcR6PVKA1JoVAjkglBd3/veMHmeXF1XXGoZ8xOSbLcpwHjbSD0kJiNhkqlKRaBxk4j+IT3/6avpV86P5x/khOdVQX4v3dbt+eWhzm/tYla89n9SPWiiMFJbX9EjfaG24VVi7HjmepMIBJCQsoG5oprVP8zqHJZ1v23t0o23qXQj/NT4H0/xf55VA+z+qdAzmA8PtPn02mx7utDzJJYKmq7qOYCqECbAsFljOKrRZdPYqI5aZrlknRYYJwiHxSlvFh/aV+ZizA7Pl4MkCSFK1kzrePwuj16XI6RELPM8NZ+d2BDa0wAwk3OoqlJRBmjbONw1t7G1Xm3juuqapOU5V+tyd0w0HcRrCYy642hJI4QSfaJbUAqiKoIzpoSUgkBEIPqL729taZoDdaODXaAW2WlJRgR/c5fe3rDXhVMHVWeEOgPxcKDPbygT/Kfb0hDgf3KC+6bfS7OzFwmxK1nLOjKsTnsMk3+ogf8DmNyz8xIxGkJbE9DzhhbehvImFphz2muVvvjON4znn2wCFpuQF6tt/s6OQxabyqVF0F7MWCJjMHyz1fERmV2GdGIDI2+WGzfN3tttX+Zwc5dax+1VYj7YgZ9/8tyBte1TImGRiNN5ee+kg5T2zYdebpLri/CrG9DpO+/fc48cZAbp3bzapzFhTbTGba0cjPyuDsea0fK60nQOFe0/6Fyncv+x+vT6rfvuPQDvUY1jFkKOW779dtUQqJn7u2i7NMyWLhTSXUsDW9DpjE+02bw5iuTLuuZWTOpUrJ45sm2EL+LCAe2/Yps95P8hHRmulliwl8kYAMtgRiFuuWySeufASTNZeu583mjHw4wXbRPIDag46JrM65E7zzYq9CkXQzD4E5G8i7P0swofqKKtxCqNC72SepbgEDX3lWohKU3bkVxJMCKlZLVBDWBh2wHXa4kc526x2e329aqTliz8Mku7jRZd11rDhJjplW0FRI/KDV8n6U4oU5UBVDAgHdjaZXFJ8YpoGceGHncwF3prFSTiKqC1ZfV8p7dz/SL2TWHcA9srCBzAHXdXU70HQ3SzFL83S/quJtBsOPlgHy17un4T9x2GUEWMQXxOGay9nGR3War0tzve788QvttGKLlnUzYvlxXQv0w2cX708vxtK8yr5wXI/slnbG/ihy83PVdTbsHffr4H8+8PJuY7h0Wl/+jP1tsWu7WJftAtctwIiqZFZdvlwQP+5u3NIve5l+S0aosmskkpSlDnNxIgv0lYJgLqWCrvZT/N78iNd++33AwV2a/42eYlG44zNc6nCbqr/MR42Docdu5+GrE7kutdd38nXmjv7JJaduSGK5bGq3MGVA/WidmvQS5bV4/Vzh0nM5Bzt3/yYPznL9TffWL9X15dx0B0gX17FTsDZ9zrvLmOseXpuvJ1VslSL7Dsd/hyW8VbKYAudTW25anY2TFnLyaQlD6t5v/LB/P2xvyDL/g0+NHV3p7tPrGvZwFrXRXIBVJLMhvwDGSQAh8Hma9IqaDKFbM8YFsmIjDZsiYJdVrVDOhSmjrxEQhWvKOpysAmRxzgqmk6ADBe3EGgMwApAxqkFCMElAIAAgUAkVh+eqe5tl4z+LVj+ACiL9b81XntUNuiHDKOYvg2keEKlgEw3abrQsxVxxLhKsoRug65USjfJRziidW8udBewd5+PSMcmAJIw5YAZ1tR1bA0YKnqp/dF0kpfd2R9umKVCmWnDDMAOC2KV0p102ICmh2qV1QKaux2KY9ifOw8P4+OHuiLa05b7X99FkokPxh0PnkZfPfr4/lqa3FEWIMAPJ+LE8p+a0Br3wG2e9eIZSoQsb++b5xfhZ8v85bGPCCPPHJbkCMfukhHluY6thCC9/tg1HIsfxOjT+7qP3mTze7sh48nh4ePfv5l2xvhZMqAieeL+uCwH2aog+Rt3eqeWNdf3XXfO95EudNuTVpGKvfqwOhYF1kJ7SYY96uDzuZbi+ANBEZXf1OTfy0tifFeF03fbJIG5GNYDYb6NLZ1ZfeTu2vRmnRHhZKe7UOYTVd5AR7dB2YOBAeeqOz5Aj2bvPw0+89BPgN7DwfJn11s9Tuw2QUzB1uQX3H3YDLmN2eRVE7foBA+8kcN1dvZdYkyqOR+144SgwsjZjhLlsPp9nWp+Xr2vMZPv67u/7t5qBOWGXeGjVqMhgarmQ1buuE7sCCCS3t0UAPg4+dY7zFTBNwjwfd72q+Il7ePgI/S02UQhq1nux0X1xkCv5D6TpuO4VXgXZbxm19ffPi4d5Sh7HZjvWvfw0rP6T40Cj2+R8rBO72g4dJgiKitR6M5p5WIP0tfdOw0yJyDajnU6UX9sZPdFjvxidoMbc3csOZmf8jTmLbe/dhlRjUXan1H6u2TvwaEdvnPrnx32OMDQkVaSGWetLqXQkRiR1fV+WL6vNVOZ/HZ8yhVqtvbVGWrWOa8JhQbm+V8T+gJNWVqMGH5uoCa/fj9M72d86wN+2qnUd9W26z2//DlTod/9693vqSjdBE3XYSK+x9+7X2Tg94Hx3hxeTnTV2Vwsb0EgPUgV85IN5iEkkT2unNUiv36lt6z2IEe9x6RG9rsduj1Ngtl2QJ9U7G3p0vFU0WUjTHyuzgXpOv6NqcuZJUdVmYpw2IR7NxvZea4PZTI9j99d+/wUnp/Wnne+3gTo3h16g3VaAybYN8tHvoNf76aV9Ya7H3zkZlbxEMigigvVL83NIad7OaGqXoTIwZQIbEnheHqJTVGe/xuWTYlUxUghtGTXFACG24hsGMB0wSphAzjCoASKoWARBAoQPoS7EzqOTE/u03/cFmMJv3TsuoZGoDkyb0GQNDX1b98U1ynRJrskQP+VluVE5AqsqSqnjJMac4YKtWeVb18mbgHZnNA99bgiyna8zVlCFqDsU1mlmruO499IpPVrBKGp1/8POgfD9eLITy8764vi1/NjL7hSaw5MBf6g/dHvul/cQZ7qGiNSaHU/Hp7z9QTyu/tOC6sGWcPh+jqy2mHIAfSSQ8vpsU7bewKWNWYNQ1othphdmY+OEHv6bWMxY/vVNkAu+We7FqSA9ejrkMlQRggBh1nbAYVZpRik3TLeG/PaY0m7/3lr3kX2Qc1uM2LG9+avil14eKqlmUWVsIwlNHwt4WwANM5gTGcydU8ZCakpKsVZ5vjYT3cYcdPqyMD/BcO+Cdz9oflgXNvrO3lLL6cQKUhADYsCUvb0ZN5qmxvd5csykqzbZ7JdFsgDfSPQWMAxECHgLsb4I6rN29SanV/L6+G4Own89CzgCbA/AWAHRN1za9/dH+1bTqB0ZNFbbUqAfw804mU3a5eSYqRq9mMmTDPuCpFlhOdpshYeWNZz69uydMQjAN+l2adker07W6/J05bBdnnJ24yWyZxbSsVVtZNXcbirrRJZR6t2lYcZJv8rgAzcG2++43jlz+5ezINXd0xKfSyWinES3O/18mvMNvt90DwOo7LiS3jsk+iaGMWLtAF6R5oB3rRgs0ftesbxPq9SsW6OY2xwIzRJoNZCq4uax8A5pH1qlrUeV3w+2tq5VJwLY+rPREPmpvEBIt2Pf9fgP9yD4iX6mmdpbds3yU4THvrpXuJpD4RGVpElkhr/s9eF+Bm7z62n+qJ4pOLzL+rtm43f711BDFbqtU0LkaAVLFDu49sCdHjeAFwNHPidw8hstapr1u/4+h36uJsUCVpDaCs6eODnY4n6q1wsbyq8F0mbL0+cfurdF4hoaRwMNW7R0umJzfnUEpi23E6h4fFnWXGCfjIwiRGESCf02KxrnwbZUgCva0UqbdysmMkXFm3RYxxWeYIFqbbQmO9JqqYb4YP3KUxdMUqvqybpLpeVMNSpA6Rtpo25sHAyFb1y9cVkvyxk/1n+85badWiVWYFrMRkpysqLd40eZA2QHS7I0+JLAY6Lnxd1zhIctzUTS6ADgDjpWVavFKGgWumbgpJa+A4FCFBERAQNUhhBKAChDEeBXVvR/3uEV5t9Ttld9s23CZX0IhjJHm5tJBm9B6e+FYr/PkfLWECdn0Y20ZE2EYoLIyJJjOqXpbM19U6zU27lUjD9uhGA02jIaEZFq538tiOFi9wb7f9XNecfdnpyX4PbAIZRrVX1G5Tl29I7LAbXoXDvclfenj76aLT42odf/kV3xk4dKAnzDvcbf/yJy/dLrVM3ZeZtac1mcZqHkx5t4dYLaSNGtjotLZquZ5GZaq/yJrIMG4Zpbvd+x1kAyUVMjShO+5tVJqOZjJqDEfUsFBWbZOiAvjQd35wvDOt+te/VgXrXA54EN3JRvQHRsbV64vMIaoohO9Yqw0b7/XKeUKdVg7y1SzsWOZiXdts++ERB+EGWPDFtvpJCu4I+MpHFFuuXueicGyIbLK5FUzRlm4k8xr22giRINkYpIlDcbDbt6pyo5PkDKNKPNyF0UIZyKlmStT8D9j2qan5ZXJAVd/Af5iowjIt1qbC3tw1SGR7vi5qs9R3TZTo6kYVKNK6xNH0MbJ3eutXpcQxyXKTogtox50T4RNwLd23oogJyBVVop2V6pyFhliQnAOFtX6NOTBRTtnXulRXKIx1YDM8bC4bE7i9OtxAJXtttnx9OjJgWDpD308iNurgRqd+ySeo/Gm9Xd8lAZaPHRsxSAsVkjhoElA71PFih/aqkp9V7ym1J4HDquMPjU9ivGtLh24vKFCFdvM5RibWTEupsl/ydmKnRQ839XrdANDTz1I4Kn62qbWaizUIvgFuMIirzp6QDz5/jdZVS0r+Suu8O1wI6/Cbe2qdwvytM+73dwYoBopXWtfsngV8Bi/i66E3kRljWlBW+fQOpczw83xfzzqaKUBSVfH0q8yxnIxLnLWXBbUbwi2S5eVmE379CQLnS6F1wlJZhjrx0599FUVA6sA0ieYQfVCTomFELbbxHMJfeZXfH41uNiV1VBVK3TdXjv9pWSFBhl0nzTPYgKbJG5se3T8uphVwUVgbKSqhY8Oy5hmDd6weDo3DnSgpAOZ8Flj5sohLzvkshxAbpMUbLlbLdTvHem3UaRPC5ldn223P3dzVk5audLeWIiuyRpVRI4ihmU5rxwfrkmPZIJ1QHRmVIAQbkCMBEAEAUhOUJRMmAW0TCoRSKbFUOkVKQQwBQABIQGZV9lIIURYDuzvstO6/b31ipdN/kXIx3HKsW+br0/X9NoHLiFdNpsgtNtsm1w0Si6qhyALVl43oxPDI4xKBuADzq7B23Djk/WFLJLB3zwo67GaW9n+j0/3mIfglKQrJL5fWFSzSOa61DnHRcou35Tu9nVdLCTyFmiacX25ybjg9pzZIudlmVcmrSNp/81Hv7NNO19GRzLHUHCAukvKwr2AoZQ5GQwC5lFxeTXMIh6ZmGg6qVXYjtBPf/rjjI97UECcaULAM5tW7H3TLGBDdnDzr/vpFREygPOBQO92WHe/u9rOvQHmSPZh84qZ7JrPmVplkm0Woc4uZJuOrJCmArKltbaLMt7T5m2vBw7r35Onv3Hvxf5eiwROLyOn2PMFrLs/5MDS6VJiDjrXtKFWibAsKq64U75q4qAOBiNPpL26L3j2NNny1Ku7Z0kzF47GTRTEM1AECuFX9eSJuMgkAe16W/9Mu2lXgF4G6xACXSuvXkecKBLczN5ibvR5BRnk4hnasvlg0SsPkYf9lyLudNlVas77GAmJhPNpr3nx/svjhzaOPLXt2LUKjstuzakFtaY0arYodB8J8hUe6HnqLTWEM+4lM3saZyGqTa9TJGTR4okEMgcDbkCNQOVbX08b69AtaVUuIMVp1BoJdzp8x64dApAKM74+m0SZbx0AHlIPSVAbuglUdI1hjtGODEQIGhOEsNHsWNTtuXnadqGtZb7daIcSrENVnm/0Tuo3K9bV45qJpZe4ctC25wfGW3fD3BsaidH/+ixQ24NVnVfgVfDcp8q24SslfdovZ5XmnOSlabccppQG2Hsle5Ee7rqGCL19uzCPeSoKjTsbw5nt/dZfv0tEPq89Wna8+reIK0d/wmlq9Xutx0exYyFjT2TyfX8X2M6cRCAlbRZzkUINsHkTm2Bz1jDZSi9t8orVqkLmMDg3l7Lt3pQcNtP3q+V/4AA2jaMh6zX21Nj70vPn2lujoG61OkSY/SRSGEEIIVG1T/vyL5739vSFlqT3Rk2Baprzho34/05U+AMtPb/CTtgiVx60wbzVBZZCiSijuk2aReG3clU59xZ8DMwbBWIm7qprdvPY1DdXj/shiArpIhrUYdJzxXksVfBVJF3JDo0rCPK86WhVhTUmeQiAqoGl0osulAg0FZa0gFKZNJMICIQAAUgAqpQAgmie+08q/LORbXY8M71c/m+lfp08m4ZuXl4+O+9Fe/8Ypnr+O71PajvQPT0b+jr66uzIQBC39Xp+/PZPLlPqEEK1MCCgpAkiehvlgZFgu1M0gerCuNd5leP5DkOZrlSpPwW/Y1sQFG03qOD+b0ZaHhTS26+Ted5/MLrH5pGPxZCTzNfWjlk4zu2XQ6Do62qehqNSebsFSKoXwIIPlbr8WTWaPAQAoC6TWAS0MHwyAsggMyuAGLgVFTU0wxC3SSFm5Xkc2DfEmD0naqBo69tOTX71Yu21rVcF0XimFj06Oz6I5P4La1t4aHp/H/ZGr64021nqgQqXz6asZsMqMM42o8/Nt38HbQggG7rapk7+t/mVUqORyOer5QyXzOfbnlkFrrWU6LSeFLuoVdVyzmjUOFG3KgSpVr3IBDF/W2vGwrOu2rJfTfHVgu07r5ibFul1smrqPekOnf5efhxUGumnrnyj3gqi1v8KFUBZdgqwJiiy1TeZi3zNNr/eMEHNVEucYsbdNxkeHqbT429S9TgWjQyfPspK1Mvv6n3T7yGpZzl1kv7MTYmelHSce52AGL6r9Cep07driym43e8oYly1mt3dawZw8dahNitm20AiTOhUl0xA1dR/izj07vdlkXSU7lACo8hz0GLinV58TM8qbRNaS1I0AhKM7gHqA1otNYWPZ4Fqz1ER3OnQWzFII6AduJ6RoWR0f25iY+3U6NfTWPqhD0tHtMFU9IprSyTRaFbdkEG859xXwWD26rP+GB17MwE8qfqp9+PuHvdbF5wbeQpluEphY3TwpWLUwZLbHgWAWu9qaMN87GH6SbYz3wm+egE9s/7Sq4J9wreO7yngwLLwHHY0mIFIe4Z0Dv3/c9im5pyo1wEEcLuZJU20waPfuP/vqi+1J4/dspUl9rZFOy7qMk2EGnJbO7SG19GEsfAjT/fvrm7cYgF3Y1nNU5dylJXDUqrY2eRZGYIW5p7MsUzpEBJAokiNrDDdZ5HdTAn0MLKVKqkX5luuT5qWAD4ZIF2K6TjqVVFugFYwTIBsCNCwLEeiBh+u29TAcxajYyIQpMAJm2dgoRN0JSNpWu25at8RQNF3xEqRFU9qOka8yxhMCIfJIVYiuZ9i0SQsFGoElcimtIat16FlEENDUAioooRIQAAgBBMQT+mYBjp7a17175/q7yZdf7f/RtCWsp/7gazvmnykJYNRv11i4ldJq4mTzoklNjTX80JjBGO/Tx5A8wCK8A4wDCeSMGL5ZDUzlpQVyq+ACvOmBYeqsbzrH/+nj0//21wOn+03afv9vkD/49eVtzPz2poGVrhtNLLTzS9Osnz54dPfTELbNqpi7I6cnx0Gy+egj53ZW331x+hQKhFBSsQGjygNYNEAhjSAVcI8AJGinRw+tvWyFklnijttGhiUGjqlDzaoR9zFjCHXbDqeIWI40CV7X3DA2ac2IwRTdOR4jR0Oq1WpQulxtt3JwSF5swGAJvKEyOhY725z0ATTttxdhAMoDU4YMozgcO/BuXWswubm8BQAoFA7F44DgVFhFbLr23ojYPVdVEC5qwms5tEEo6xLQQloxA6Me7prB5izxdkZQANcTTVnlHFBCmqoxKZkGVb5JPhqZetdBivk61BpQ+765zjRVnsZyAFHVOE6/b+oW4xi29KWs5zHrAeejcTns7v6s/YH9/hH5gx8CtUKa8Lv1yASdO9ZcgascBBfVRwrMpnM26FQjraW7jtafNsu3kIzOKn2n4xPGdH00sqrXZX47l0kxGx5qnk5Y3rXIHe6ifeCUQKsULhddJi5q6kh5zrR7hkqzcqZ3TS34a2OdNH1lIlW6EcGL2DA7Wg64pnGGVIKIaQtmkbR27uRB9vz8fVLSoIg1xNOUCyYYONwxJ1h5lv42GUFVJ2X18RMj+2r2Ypu809OWe+bmtrxVYP+F6lTAvALTclHOtudbrsvj3zo2sL+1S16bFUrXDIYaZ6hKI81tUC4LoV3mu70qleUPfwbo3gY/NBlm06sirUjcIHte3J7g8Q7vjTTcIJVmStNyoknASd96/HSQX67Wc+GBKE5mLa9fBDfFKsVui1nOd/fK2cZTml9rmGRxr20srhfDI7gbP8qSoKuZX6y2HOH9E+9stjYER7SuGIOszgX0bUtVWS21ljK2VTrY1/L1xm7BIEwsgBqq80Z3FOjekzdqXi0106PlMjYsqCtY5Bn0bFbVwIS0NLKAL6vywvhyB2jvI+/pAILN+LSwbliwOUuHu00OWt2WLcJpFhWVElyUQZTqGGIldNM63GlNw+Rmk/gW7PsaEw2xMUuZrkmNoiCqDQfrOpTyP9iYEARQEQA7dpP98mf15mBRI8t9SJ2N+7NcoPS2G000mzldUXB9qR8vLmF/E+86W91gWVlVa7aSxnd6zlNXvT4PQN/fJELYoomrpGvu5p5UnTORW+/LGpycwQOi2Rf/dtmbHNqL/O518Om1/eUbPZeIDoq6EaMyHRrqXFQCWGGV5ZYydK5tonCRac642/I5haJYh57ZoVVckdbQjC/zI60oGGSy66Iqb+WwOx6oyuv0/x+/kP8ymP6Oab2/Lv/j377/p3ep7pgW0gyHwCa3xq4kelALiTzhiFer6mAMXwYSFKwe7VCTrNOKpYVrmJEXvf+Qf/Hp5sDWAstNvrqBhyZyPQuX12dL34FNCplsok3iDLrHw5a7cKIsAgCYk1GeB699sN+1aYNHLTFKs52TbhzXCUNKQdOiEGOnKhtlVFKbePpayK6H2nLDZDydNUf3xuKmOK+DZ0c9HPH5Khi2ANScT2eF0y7vuzBTA4K8w55aKe9G4m6D0zxoP54AYVgUNCfuehE2K+DXter2g17L6LYO95xdqi0Gg2Kw3Jz+erfRerzRIvBCSQEAjoF4+LidBBemuadl4dwIhCFyw3c0awBXr0J+t55uc/P4He0bfJ8ydDfwu8Kos9TF/uNO8nwVnkchl+bD8Uf7zh98cvsdSlgjH1OANAkqmDZRu6Oz88LRy5fQPxigX06dSX9kfSC1FZhFAUrDRujCKDvALm/l1ZuVBUizUSXEWhwDS/Go6jouojjdgIHe+tWM9/IgB+gnX1COzUcfY/dQMVFdJuDCUdMQnJjgxQ0md4HKnoMKMAMZo8dTvxQsKRuHLQMqBbAUozirSLsS0lE1wH1Fx1j9+BY0btY/1m7qXGSd4mW7yqpFEGELr/eofVeCBjk6KUOcRjmTvKO3rz+/6eyM2gfm1dvZgWlfbBfIpkf4dr7acLXSnv2n4hkaNa/fbt2hpqmoohl79emsAvKbdveFKIUB9kadMCiUadwtZmecWZZ+SPSs8LyivlWWCwwOjN02mm2SMfCEdoDUJoJJ3VQQOOOhxjRArjNlD5siobpRTWdASND31LIArtM2bNdvpWGembZTy6I86hH297/J/vUP11d187ZVVcF88nr01ye8dPuR4+taACpVKGLyBpUCGRBb2oZZJgrfe+Sev0k5ksSnomEtD2xzUUs4HBplI8pGUqwAUAiAf08XvyuFUK3OUGbeluwu+ZfXLxPLdCxSWpeJGgw3MWWLSw+kADg+9NfO/QYbVH2JF6f5js8yJV8Vmur5QVBJXZtumYZcc1HPgDONxPvHDtzoKtKB9DWoN7cxocVn66YcTPKri90943rG6UXtDTCr5f130PXP88FgOB6QnVi7mC/piYW+WCLLqGL1puwc9P1t2HCIEAh0SEMCS+g0vqMA4Aiqlo/8yRAVf3YX/0FwrQD+UaO81H29Io7tmFXAcWc4sCNm2pZ9UYHdQ/zFAhp5Dtv4zVS0u+4a2cNW6+yLBbhHPI+8jn1NE+f/+DN13I3dltyuvYcdGTQgqR0Pto/7yfUUa/j1RTGwgIybl8uzD3dO0mmcwxzVmnPY6+65v/plcNIRXyPBiK/fFkVhDAxIPFyYTb5VPvQGdlSYiLMWKZKU+l4eL4yqGLS9y89f7z077qz0bVzHYflw3zqPMZ6t71mo4uxyKVutdbAJb+fmRwc8KQEV3KxUdLbOZbF70GMvV0WTs0p1245Raytpf33UG+J49hKls5UgkQecuMAi6v7PMS7EzWsIdo6PpoFTJJGd1JUQ1ANAb/lPPUBRY5DjAbirAg0O7l9vFnMVJcw8oe2j3TSR4sWiEf7eI/edbzVBCOt58vnz1a4wc9lkAMRNrgQcYo24ci4Vb9OV5xy3mVFoBwQmVhX+6IJxt9NFJqtSpnatgX9HYNf9DNgfvetG61y3Zd0oWRJdkrVua7lmAwXe8Xuzl1eg/s53Dvprlsk6G6nzu0ZP+SYGh/fAIgI/nxtaa9+8WpwY2XWNT3Y+cuy95VfPdcO2ucgZMKhiHKQVMbMYtIWK1BBu4EbYLfDd3yDJY/NuU/sb3p3n1lajuwOrjpZfrbQA7eyOzYfubanr68jqWSoM1pn0Dm3sd/pJsXdvePar7Q3IDgs7xeS12txi9xt65QPSO95d3s7BNF0VEijw0GxXsop4zIX9g8eTOd25ePtK8fCG14OJ33B8GdS7vWYaV7ggLeAq4MAwgbJ0HXR192UbuJ42PKvvoKnsUoQrohigxZxTJaRp9mkTViIpjZbQqUjjvNH1ltcOtk3ZNL5MQQr/+e9fXcnmjZpXMaRA/6sG3tmul9BiBs+SRiigU8UArjVpaUjDODftymnN51N7qHcMnfBGUFhXUrctilSaM4UQIQhDpZRS/0EuSUqnAiZbxttiU3w8dt/93sG/uS6+rDVwmr5YhZYdQVGD+QxohvaAmTtxaUR0K4MMTHqaypo3y8LuNhQRMuZqWesSxyGmnMzLeH88nAN8f+2MXq3WAxNsE4TL3BImp6hr9IeaVtZHH3WNmWmMnXYrrRflx7/rV+PdJMYt2+10GGop6Bmuo7br3MOgt9dKC3viNVdXOI2pZiFuWryh1AeSYJWnZVPDPdOu5d/ff/Sz2yyFhJrp7ihbMjybcWRL14GgNqaxoA56ewMhLOqqqJbUaLnzqcLHfnwWOodmIlW8LreAHQlw/INHTSU00tzVoUu0lEHJcD7PoaabmpVG+TuH3XAdLeM7zNWL/OodR3zNaFrv3YuPvD/7adRp0V0rK+LidVTUPaRbptlgphV84JVBt90mKDmDbUizpkByDEFk2RqFpOKuBdN5aIosbeiuZ0xnmUU1bpBIqfmd+shGm6JoGYauqfla9BNxXhYtG3SMatRyUpgnsTBdKZXZ5NUSVCNLvH2lwmi9jIyGzKIsNbGzSvNSV38imh1bIzZ/vcmiurIayS3ME1ZEq8aPtIGJ4ZgE2nYdjMdD/1t6KIxuXZ7+i7UuTXOVXnOcu/5Y8+Mvrk/z+UdPWq8uZzsG2oN0mrsIoh07CguVa6ROFajBCDFbC+Mltbv4aAL/1dvpge1yJebLggFwMLDgkqqaC5r+vd8dBTdb5RHJ8xqgopKZUMqEDsYiq76Is3f/tnNyYBpdEP8flzQSxi9R3NYZxAd/uSX+B/ZRWiz+1+UXPMlgo6vqKeoeHfT5XbS63Dx5zy3zW8oDxksGaAVVxoG+VswAdoONHbCIhU5l7ybjuiVXRG3dETb3unbH7WT73cyKfWf4/JJlSRKkjBlGB9vP3n1IZZHWRFDLttCqfouBMPT2bRXcAy0p8snmRRaqSeYt1DapCx0ZTsfmFN0tqETQc1vU6S3voiBZ1UrqusbismbGEwOtCmhXYNIx5gGhwHAlfk9rcp5Ojo3qNjorrlrE1IadWV1nQg0cEeQNhIAiWglMKYWlQlIlFe8OQcryaFWZrERVsuDVL4Eva6OroX1bJQX2lRZUCUTSikNSN2YjG6IawS2EDA1rpkUEwDrc3Xe1O68SCIpGYKAgMExQNFJBSDUkAFAKcAkQAgooBQAAkFQyKHL88Gn3burN/myJm00BKuDugL0Hj3fY7uZFGgFGYW6gznrjJRsDwk6fPH3A17PmcwGTtaKA9x5om1LoGnQ1Zutgfkd2+/a7hyFRtReB7yn3v51+9o7ldw+BvTvoXOgnE6P98YF9HV+9wLJKtU1+eh1fVGhkb72L+t7f+rrsGe669iu2GnuDiblaLHclye42Q8/TNGyOj3VD1HGcIwNgpHuE2k65wFvPLwdosK0vt/O/d8wvmeh3WAk3n50hzcKakiSRDw/dT6d5t2OVtV5vNwvgYMtEUCBHbBfzw54exoJGArYKslw69ybP51kl0D7LuE2e/+kF6HcePh6gm2mTN5WG+n16+ja6yuUY0Ro2syS8A8aDsAHFTXThZpEHqHl9EYeqcPpgWPB1pe8f7fgnNJ7JLtc1yqCB5ZEx/TL1Jx6IiL9zVEa3AIr+nltzlSwa6FQSeBi5OEsm97pXs+r+Drpbl21bUVzebtDYM/Y69jrbxEVWEyajyJUSk1EFoF6GpVA5MUXCNumGwjqYLm+D1O0MJG3yuoai/FIaF1Vn0qENGBTVVYk1FQtpM6QjXCVwCbNWzSXVSrYpKrNoL33PzyT5K79x+D/0v/HffJ6+iJq0evTXnqhu75d/Ht69qU1Xt1xxuy5qqPF629LcEDWIFa6O2wIAy1KsoAfjn10nH/z2/d+Q+WcXZ2VVHGim7nhdCKv50tE4D0iyVbeFAzSgIQAZdDRDbzkFsVmOYKj3+uosjXe36uEMRQb+SSx8IBitjr/9sPmr9+9/jdt/dJub+TzzBagcVzXvff1Hs6aY3nDJtZNW9dlbzYS8QY2UOOY1hu1dOs9Zcs3kGjEIsIa6mjJ62rCEkwPrxDXiFJzHyDh4dnl1evFJ9uTjPZ5Wvff2B31QM3n2tjhi0XSaN6R98I0DAM0JoKQD05n1BHbehXWyXZ3XbnC+fdKXGCnb7RPXpEc72Jr94rS0WBPl87dXt1xJRKDZsqqglkxyjZqqtyeX1zHXUGpRNTV1Q4x7+nBTZAeO+KjdyVven2x6dnZpWFlRImOXRGclY0GrhRtRIKxDYRgUFYvUayNxOEpfRDqHNhALuP0VkE94z8mshkcvQUKIswsQyEoBCWw7DlZmUuQF0HZ9jkVi2ZVkSV46ow7KahkXmBOscMGlTiBDKMq5YWKAIYJKKiEBkH8xZo6+7i4grZlh1aS/iB3TEpp2qiyu4MOB+mv70csXpPn/8vQfP9euZ3Yndqcnx53Tm8MXTz48JE+xyFKVWMqtltwGbDdgwDDgmUf+HzzTwDPDQE+725ZkhW5JpVKqxEye/OU3p533fnK6owclGNc/cWGt9VsrJ5Gwb5a3Fsl6nub1jSHK1wm6SNG+KZJa5TbYOUGGaWeQRyveJKQHcV1XRl/5bm/UPjibp8NHLUU3qWbWX+SHuwE/VHJZZmvBBc543hqhFz9L9p+azaocnpz0Xb20CCgyR1WoZJ0eKddVVNfE8B4W9TjoxZXK4vWoNSQO1kyj1w7T6Yrstg68ZlTRd1cZWNzjqNx53vvmbfPoSe9unr/32ZE57KWFQQ0DQLmJineryB1aqynWHbLJG68/0DGUURqZsNqWvU6wTU0/BI6Nzn539fgwrPNidrnaMu3Jjm9BRfPNarEWvKgzMc8yyXgEwOe+lmTc7GkxMS542KtIq9hKlfgm2DvWjJ2Ph3vjrdMt7yvnvf7DtJJyhb365j991/24d3+rIQtvk61VC4zFelnsub3t4jbOKtPXxobNF8VwL5jeLzTfkyI7INK0fcDQfZT/tuCjPgDIcZQZaQQADeEs33IIHM2Qu8gmk3Y8fbCOxfnX0Rg5SBRXoTISwErwvtkPdX1F6ZqtVaffcFEACSwkZY44ABgJpYBl247GbWCSwGyMyOjYT8iP6+31w7n0NdI67W7ZYpoUD2tsK7DOm5r329CF9nfr/BRqAwPGFRg7+u9q+L0n7JdX6scD/8HamfQdCOqrszcvpjmGaCCdtgIdv76T8rrCT7q6gWWEFMQkgWG13k4mdjKtw0pKz5ocwqMeGXusvqvfnsuV3zjHe87Hz5nhttWMyFBdm+Wb+fX9xdw3X/s/hJZQHb/lLPblbTu6yCqD6LK8TSEGhi5MKRKI3u8Fy4bOVsXwg535vdYLsK01PmVZJJg7erc2W/5oGZeHR/kN0MI+tLZY0phdRvZRL7uJ9Z7dtytzRm9XtIxQ0HPMFPzZ5uwR6FtO3yvTI1UfuFoyct4V/vO+nhvqbr59s76iQg518lXGLARKghHHxIANAX1EZcJd1QFAb7slKnI47MLEFBXU3Uy2xHydbJ2JG3hFlTYwoTTkhTDNRjqaC1HdcF5vcQOUlFZnADbrlCnsjJCxbKLatIjZgF6nvWIy2qwAAM+g/rFCPvBiAhOXUYK4bXX6vfd+0H99eXGTiUWsDQJaZUrRrCUiVSMuDIFxA2VFpeXqecOYklBBJJmSACgIACBbxqRw5bpusuRkzwy21UWsw+gaIEBxMOXrujRZaShD+BOnqOp5RhKhaT0LKnGk0RcbQCD4qAeGlnoQsshtWrCa4sr0ggNGPS41cb7bsPN89qIsWIKh46yyM473udADShtW1FBxSqKOXW8spSRR5XJarYn1uJfVrD1qnV/eImzOZvXRnh0QKE3QcxUOYNfAh+PwxeWcE1XoOiEBZgTRxtTJuAVLZqAeXvL4sx+3ZotsMLBhI5AT+qNeTMDFyzc1xzv7w+uzm07HX1wtdp51C1E2MfUDtSxIS9NFXfKizGteBDbzjJd3FFFmTfRwma4i6WrEbTtim5dJ2VQVZsIhIOMgr9mkDxJdxSU30Wpd1FtlW5odU2CT7sizVlRkObPaumZKt0jFyKdU98c7jaogWWkbftqyzxdN328qWFHF7X7f1tNK0VdL2gJ0db7da+t0W7RtfVnrdgWgi09G7uuLNEuUhCoHGTI1m9iV5LLmgsQIg8QwabJaLyK14KRlNg1sd3sYxkhRAxDqNgFSaZV3LS/KKooqovQmA9C33X4XO2i72IBlDALXociwNrnr7YLQmI5ny+W8Ge60zI4iDzdNdRvJQ+rGear7hy0jq/LrUuzq7f4EvXioD/ru60309Gjn2+XiD0+9N4Vx5G9/dZ6cesG8miBw6Sh4GGjzKL4uewZIv2ewu2Xuu3uk52X1yjWFgfDb82jodBuRlzVp5bVzaCFCKDaHT+2b28IALfxWQFs4wpID/2ar1tw7PhwKYr3eSKyHnPW0FdfUYqRMtmKVZG2Ma0YbDWYxCDD5q7vI3xlIrK9/Vzh7Q05rpsT1VsvN4dVUPv7Dvfw35833bUGs8MWKE/f2VeQ4hrbf469u24Esmf3mV2UvtEyDpHQd1sCpwKfa0GVFW1SFwgp4IgdJg1pjc6Xow2p2GXMIccslGjZARYUOXKIApwAoBIyoILqpwxpBmMQV2jVHNEKkifoY3vDYaXWvql3CYMNzDqButVWZaDpwdQ07XsCslGUVL2pacSDpemMbZnfSamqsIkcnwNV9X2e4zmTVYB+IFBCl2aBSoKx1gykpCmaE6Nav0/Vd3sSZBY1Go2UliSZrXkOikORYlhQArJAG0ryGmEAAOYdQQggUVAooRbxGOl2wjUxYVv/lVbHbbe09bcnzFCxjEB5erotNAQyR1xSyPM5qwhjaMdG7BxHYIK6B5uqnDLMVv664sEg/IODAHZfasjKvWYoi4dLKWC2abdK07H5oCCRXVIaT9OjE+wp5xsPCMkiFKKBx2VFv327rXNWy/AefhuL+OwQJBvujseTx4uMPJl/8ZvPBsyDomh1tYytX9mxJo5MTv2WgSlS15w93Og/XF8+PUIO7utEAtOoHlRXyxaVGcHAQ2pppS1bPXsdtD21MMn2bTk5GD/NcHw9YrUqubSER0aaNcNlIuczaj3bpIi4lN5rSP+jTqg1Wl8pAx33nX/7p9Xu7ulNnsqgVQYchWGfA0oEZwqsILAFxQ7bluOU4GlVAqtPHh8d7QYK9bFv7A9a0tfLFqrJAYMDmXoW9vXxzc9jSLmeXYNf1ZKlYwzu6uV28QBRTElowDIDZYM1CVwmzLUmp8GW+UhpOpd80VEkpEEQKeaawdVHhlBWSYV0BHto0jUtsdMb6aqlkyvSTI9dGXlRRoiqg0h3vLqXcb6XrDOmaAMpQXFKBUlXptUo0G7roB/0mX5ebGhgEGiWTcV339L7rWOFyMSMr1g0D4x/94Xd/+pdKQxXSadC7mafP+y0u0Ne3C8voeGPzm63a5zRA4bUeoKK8nxv/zQ/Hq2s5ze8+2rGSZZYXhY2MA0u8zuF5wTtu6AzbyjF9mp0xHdNqHHTziHc73dX6vtvpcQHmFPX3tF++peuqHiyS5Z5vb2iKvDJn3766g3cJOG3PcY3UVsQUyEB4XZ7obC2PfTQj7PyelpVFGRt1XOzoR8OwYgK1fCLscpUWNb30laFPDOA+9TfZ22V/z3M21XevolHPr7+Zww72TJzPIlbolY9FnO8fBXsWL2/yDdS97uC02azKlW0eItaMXXencL8F244n+Gp1HVFlFgemfBHDSnJ77wBt0wpwWAOiAaIxlrEPOt43K2G6fKBL3QhTKbXY8vc7l9lmre+mlQcYlBasdrCWMLCgeNLuRVBSePj4lM/uVwVjvoZqaaKiZLTisiyzXnv/0Q+fnr281Sprv48/fKbmy/w/zja0Ko9tEWay1Itar5Sm24/7WxNSEC9te16Wvm3ZdVZqQJaszVijAJCQAwGJlgpN1SUxIGcCSSEERgggqCAAACj45JTcLlBHmuO2UUpqVObrqCxhoQSZDA836UzU2dBEqgGNBqiydWCvGdVAKpQMdO2wb1QzLKTshrTddWWIf1cX+jXDjTPVQWjwlgntkS94ka/r/Z0gyrfbh0aT6Nlph5jefLu9XrPWLq4bhJrCV2IrrdvL8h///feb4toSRUfDVduuXlej9/wWz+9KT6RcAqXZwSf7+sUCPx7D8wdz2LWMbidLcGOp45bVBqhZTpV+lfDrTQleXJ7YzsnzJ3snHzh3BV/GgNSLdZKannM+Laloqm0x6vhijdEgbNL51rLMDGyultwNdZUl0O2GjlinTj+4eJhrEODa4D2JLu/8iuoKWnpa6JSlbFWAUYBCCzOKXm0YR1qIiQgHQ8+VDi9Rv92xxL7V1eVCGjIzK4S6Zlm+WuBHtmOCYkXzi3ft91T1kN/Ebstq8lkzpfKRVmU5qeY1OnDTXLkVk5JGFQww6hpw6Jh9s/qfbkW47xkcZCkxBdqwGEkAkemSVmsU8IJOi2bilMRz2+OxpjfLu1xsHuqKzgtgOOp7Y3OxVaLIgY65Tu43Tc9rm13v4fYBDgO+1fxTH19dVo1JPSAfO6TRxyh4mC5HT4deF+6HiN+7TWW1HzlX/+5FkW5gQ4K+kWzyYKTRXA8Db7PYkOOu3BSeyK1JSz1It9tbFtrvgdm/ffcwk+wUt48s8V2ejhTBAG9BaXU6QX+ccT2KasPFvJohoWrY9Cn65LH5hht7djmLtUrZqKvTLK1lS0dQ6bUhB8V0vVhcf+/5E7+GL2hxI+Dc6ajWoV9nJ3cXk3pWtci9ZHbb0ogPGjDfUlXR0YGRLHkNGkb4ZOKWTo/FGS8ssa29R0Ho4HLd5OulFfRoq8JE3yf4Li3R5frp0/1pTU9d+pe/LQ57mihhJwyzgp6URWDh60KlFDh2Wc9p0EpfNlrXDzMMMl5uFmm461ebcvz0vS9efqcbsGIS2tjJKxGgdAX6A7dWfGS3WF7EWDt14HfTQnWP4MlBfvadbE3c9UaYbNiys4UMurpeSLPdzfNS+vXi5dbmK2iHUbHlkimKDBtZzAEWiuI1tHzMjLGnlk5YP1z842eGjOua6szCNVS24yx3+1USG7Ke13nHVqjEFsONlJhxlXGkaZwqqOsRDhQEhkFZU0sBVcMEVQhKjBWGAABFnECNlWrnZZIKgMjecbvItMtZ4RoGscu20OelWpfCBDoPfCYaVaf+Tm8UmjIua6bdpoVCVAkNoaGqWCVM09FaQR4m7AjbzHEYYS1ULBQBUmukCaBhtrCBpNM1SlGrnnLjxsPGXkeTyl08sK5rdA6sX79TT05GanrBBX3cUS8wmt0lKWQdU15iNHHsPG9+9rvN0al1uTJ0xHStJlgQ5R0Od6JEdGwbqRCB/u1iyV0v0CeOtbP76f5XOBEC+C3EN+bQaepkOwSZ3TPWPWP+xWLw3niRN7obkoJuRbb7RC9tu9nWyYrzOos14XXMozLM5yJFYv3i4dm+sYPNNAfpVhQVgg7uO2q1kmkpkcP3R3ohSJ7axAUrg3suI6hmgQMZvJ9SZNeBTiUlgq9au7kpG//R6QvJ739zh3eH8zIuvjgb/GgnPkv9lnY2rQ52cWMZKJcgawTCum21iMoFOC/YeVn7htQAkPMcWLCju3BnB982q6S2kUQakID/0Y+P3t4Xt7dfZ2shsKqSCmkqJQxYqud3OqS5mwnCWMfU7hBcpsrtTQT0klnR7nQ288gEsLpcu8Icf3rQMDp/NdcDPXOT4ZOA52q6gZMTdZPjicT8BqgKRbzu+E4Sk9ps2aiE0H0oN6FhTAzwTVL85KT1VUw5EfZ28TyNDRumgP5RaG6TpCicp4SkDDTEbtknaRazLgh907HQMs5Cy0KNVIHIYvKfztFGJAuvGTltv9/y2+5GmWnSJBtaZdu0SUyLf/AHHSMwvKZpXxXzJfAlTZbXKU3OQjcnQSVbuGOuS6xVdYALw9Hctn5/ee/u7JuGdXCgFreiKnKPKEpXzqMwi9fbJXYNXDv44/fM7347RcS+u69ICLlupBLRPPnNTJz2AQG+5Rab22x31+gjkG3SGx7YircscI2r24wpQ1tSEOy1ozvZ8upNLVzHjvImtMItVIGIKqGZHtxQykeidkojhasMsIIdHmuvz7jx0VGyMcDl4gBXQtwXnmFsgd8HnT0YL0ujQwK7ufjulqi0qRsBqMYJ1KRjWJWoLAYAxkeD7ldxrprStdkWQHtRfrYDiSXn4WjKbWDrBa3aLl7eZlAvLFQJhepIUgHarl0stmYta6hz7Di+Lqh0OIYEFAllUjAOsJRQQQDhXz8yQAFiEK2p61rYaSaIRW/XS8oEzOUfH0ujz18ujZDp04pDpMmMa2aJhDjplRYhnXGwoM79rV7Mtp1R3+kfNfWmEjUFMnHdpqI+lTzJpKNWCauYsoDQQYkcm9WZUjzT9VCxtEZ1Buc3xZWqRpOWHgbpNO51umCTrhOj4W1SrJ0NO+z784wCCMSm+fCZVuaZqdsPyN6Wme2Ut/dEGn2tyo6PzJ4ZLd9k8P39xtQ1FaRyt9JMU2pPHvfvaqLGDsS8mTbI8IUHNVsFBUuEmXw3XRZZnWO41nln0NWpjlm0TedLohWNr2utcbD88qG5N6dXq9SCz3c9C0JW83cR7tmqPba7NU9LPlvLro+bWm4jNeUNITJwgZmX3Bo0tTaZ+GXZsA312p4yqun5dcP07qnWZVY1x9dtdv/zG/3uVl30w9JLRkbSMzudnD7ZE3ozFflqiT991CkXywoYZdmYFrAocH2MBFknlCPRADtlzDepW9Umsgwb1FUJSeqq4F//xVnbQrN5YWJMl0AViLgMmQaxlcq5As4nXZ2utN/lqyUSmuFUael/ZG8SP3v34CJSCc6pRg07Khpclp3eQCler7azRRF03Jbmrmckfoj8D6A8km5u598i4IFWGU8M9/XD5mnLuEm42+r+4tv48/fsP10jWKoPjDox0Neb7KgEFpKLqHR13eDKZDQ3fNvxSGU2CEdTdTLipCmCEJakI/NVtCHYI7unrL4Uxm6/ZqQ/8onU8gLVrGnq0vYMaKn3Tvsnezjwq9nVtmPnVDeKRWwMIPwHAVlXBhvsdibbm0bFiqVmCrlp3SxWlbBM4cLplsYXDVFdh9OWrFuPutsL6rS9GjY9R799m7zVI8Rxvzd52GyPJ6qBWPACsrTtt0zB5tvNJ0OFLDUwRJhtXUuxuWy19UGfolz/3ZJyyzqedIhrHeyNNtdQRwBh5eK40NvNlqtWQlXDkfIV3+niWSXGIVF1KhG7lD7VLNkEtr4IMFnitlOq7//3+1//z1dr3RipFJoSJezVxawotljTiaIAYU5zU0pZ8b5rawCpmn0smhKgheRRg/s6enZcP9LUfwFWYrcp08ok1VTRREa9XZpDWjbQaDSVi54vk2mqc1kXGPomdq2GkHKT1RSWgAsgCIImlAIAhABGAEHw10d0ioY6SDLVCDDPpfDyJJe1AJcPhbEt0gwkJXj6XvDeiX/1hl5MWc4qsxJEMxvqgcbIY8rMHfcPn0wCf/qyNkoqz3NvgGqyPltL3wBtXasb8lBKB8nt5fbRUWuxKG2k8ul2nYikyh5ycLLb2e3ot6+SKipqXb2b3vQssPvZ4Vtk6X7vi/PtZ7v4oXCO+2bmg+Yutjiwe3QctHPZ6es0d4SA9XpO/+qX2eg4+PzD0TebHLpBoHsFs5Iqf3K6n1vW9HXyuKiuXif6qFOXRQk3TZM8rOZ9PXj/yWC0c/j2yxlBOfF6UUR0x2MZeDLQ8zW9eBNptj52ycEnnakmqM2zun5YJp99flhW/vZy6aVxUeGx32k9NjZU8DT7wCAFLS+S7J6DUAwnaDQ66r65b0K7ARAlq8z2yO5eLy7rvhYWN40KzNlt1OD8k5+2yk0CMzer2o+DQZRvtZ9v1pQ+3XNJCK0iXk7Zpz8cv/nqHhj6PGE7DV5xoUxzdGCs1sjUYZUmyfLCtc1+z7q5yl0Flpt7nia5YymoKsWB1njjIN82ZNa09/2HJBmb5A43D4XTCzrrkoLa3Bu5t99EAJC22wFFU6Gov7tD7zb1u0irNsVQH352XLx8fHKIzKKQEMxTubtj6KC8/VXypOOetkcsW2dQVLazr1yxWjzpeCa9kFK8etObJ6sP7OELISdg+3/5Rzv/z79cjIHKmWwh6frCrmUCs7LIBtZKs8hVCu+W/I8/AHegaUr5brbdOe62An81X5bUkfdNDehvsu3pZO/w8LgdXV9TehNDn9QyJ8LwX5A1PHVQSXtSCROwR4DWTfMyPdlNJ/H1yto1Pva2Wx4JeH6T2Uf04TbnKZoMbXlbvP97rdWyPlur4rw41dx8LfgyZ23vyeGgu+9/c0ntPhhUtevzr36R9zo+NtAOAmku3z+2bZlaO/XT3lbf8/7VL5oaGIcWzKfZu2VPR3pvPHij7+YyGLfuDnBwEcmmFr02inTdQI0UBs/SFQZk2Cnm+bgH4pk2pa29nhXfDT77zPntu1QPO0XZdHctI4vffrkI7I3OaI81797JJY1T1fykb/18WYUGzLnVqLxiwBnqUalOA/kurX4xZzuEfsSh7I4oueUA/3wpxW4bziLMeMgaXauWsXq6a2+vYYQYjWnLJYzK+Zq+PzFX0NQwopxt7zNVM4alDwDCqJYIY2GaQgIAkPivmTwASLypDjp4v1+9+BpQBPs9pemszEBJ7bJmoGQaA+0ogw915hgNrxsEqySzeu4sMb67RrBUoQs2v1qP/3a/qaCkBEDt/p72a8yAjCU4NRic2PVF3e25y4jgUrQd7Juk32nVugo7YV6v5bpuylgKrdcnZs8GlZfPV3/1l5EC6ejj4PDHu+6Wvhe6b6ero75aLbXegXFx1fzgQD3ddf786+Jv/+0jq6xmO/jvfS9YmOO317ntE0aA9IyllHltqUN/migFbM0nz04E6IRzIcAmDca49Xa7spyLb4v0dVJn6XvfD1JXPCRUhwQ17O5sijqG80Q3vHS23i6+nHZzxl5lsoXpFtUrIXnsHxvrLWbUesiL7WVuYN7voxkym7zMGfzRUaAG4y3VbpdblzMTIGmRMuPFsgYNHH4UzN4skT4kHtOPi+5/492/gMm/Etui9B3ju//hV57H4LFvfAN40HVW8dzuQpxl67ghbOIHdklmEx/MNm0Hyyy3JXD9nVhJXq2RNFq5vkVGUzYRaLoAFAUzAKAAoYjTZBnYdtiy1mmiCW+3ICch+ncuvM1vdN+DQK4y3N4LsmWjVzHhyfjog7P1KgjDTiBn3NPgqvjldeDtRYuGL1LkBaxqLnFvn5idwK0NHBfOfDFtOcqUy5dJQxy8w+hvF7TfcxyVHtq15V09YsYnw+6Xf3Ln17CLlAmBB7gjOHD74yRaSc6rZkcUpw7/bq0Z8YnJOZLFZ4+DZcSidK3b1uGBlm/pGonTAzby04e43izzaVwHqmbQLkVz+UDIrre6Sauz4GY2LbGyD0dgum3m4C+u08d+ODmIHRfy/c5ZrKIrUzBi4iaveLqR33v27NVlHhbFJNAajkCSGwEO33PU9VYy7c2bOa4RvFrcXMfECJ/s9D4Jta+3NRHNQ0HIUjDkf+qGP9U3/69L9Uri02E96GtABPkCuR1rlRbvbv8K1Jo6Irv7Rn3JzW4vdndCWGySJlmI/k8mWy4aHsjf5KYfvM1s8OzvXF/NrPZ8dp+5cvnp897lf74bH0woj9dLzwm8i5sirpO0oT0IRjrIS4ogDAOr2gAvIHHK21zepXTAwUkLfFdUX/BOF7j+TPZJsNjlpGPwfK0RAgCoFGoYJpjmdQZN6UI8+MgRl8LOJRwb0HWLFJiCR5umza0AWCWETPJGMN/AUoNAAgKVUkpAKIGCABCeGC1LBFw8cLCFSl+ItgK1DnuBePvAFgy4ECCFHtYwJWlCgUtxtDX8/fbbM4poo1xahI4H5Jf/+qXrU85SzEiUyQ7oW2ABICcaCJbJEhK3rECnF/OISn5dwP2qWMwU3ICGgZHjhgIkwm80eXVbOM22q+ttXEell75KHGVtpA01pzNWTdMMPup17QKb6O3bLA3w0x88QVb/3UIdPBt6Cjc5/Tsfmr84N5BsJBVMKiW0KGkMIN7dNZ1+jYpl1uqml8wt7GujoXeacUorBJ4c93/1BXr1yyyx8aOeznWKDlx9q8Gkzh6i6UlHGS04g23Ca1pMQHFlNrWo80h5RHmtThnzwPN5qzGyfLbIIswePxrU15vbUjNWCBHiWUhoYplWdQ5GmtvxDHrUzt6uLWClHYMYGMaU/DwqGnCPkDpg4L/toT+NAokuLISedQAQhQEPLLQyibPr2XfplJim1hyKGu+2Xt2VOOaBg4umyDaRbxNI1ObA+r+2d9+cyz8X9RqsbQgnyrgElWAC+l5imnAbZRp+YqJTCb8q9BKlEvlBldu29cBUPRXtYEzYMndHTJmTUw/cxauHfBgcLUuqodof6ddnG2232+mF+fV0bCNpIo0YhhE++UPXMQ8u/+m/f3tXuMZAwiltnFa3e+LFqwj++FhdTcGjUM428zdc2gC1odlxhJLYgcDp4rPK3HWRC91lIq0kkZoh+bxlGetgZ3Y1s4Zto4fKhNJljCyth/HrF+mFI1uOhgAY7fUMVM8X1at5PqG5f1vyHESF0ixCWFC+QQ7koRsgMsgsGufr7Zui9Xu4l6wylTbb1AMMFWoFzcu/OJs8P3A/G8++LGG4Mp+51nVR3Oa2RuIKozXvHOtmJh4d7/fpcqbg16/NrWZ7p9akyIajUVBoPF6X7+/nafx7HbY7bpcNMrbZaFRyQfKSja1wxpbRFS58N8qqR3sdhQNlNQZqwnZ/88t7zWGYLHc6eiQnh2aTuPcN+ga/3wrj2gpbdcIUr1eX6TqnbjmrBIBpFeesb2qAM4jxYNC92KZJVT/RtTuldAz6DUyBfFfDE4p3OB/hlEqjVkXqcEagLLBmoKqsbQtSwNoNrxmuFkIGmp+TgFtXabV/vP9wvd1GTV7QRx23kLIErA2oTTRogKaRieISQKwgggApIOF/RZnItLDOK+jMt0wHXgM94eQ03VVq2GoWOZhtgWaCuXK3D9myALYNSiwHYUCKiDMtbK45bIPbatkv/JaXzeraTO040nXrrC4BABoFSY1+N8WOq+VF2RaLVc6GDjRyc1HaSK4/OXKWKVjn9X2lgMmTEuxavOs6b2e0IHbAyWoO0f442HVaprko+OkwEKMTq1p1hqgagGAE14m+iZBmy3VcJdioa7vud57/oPn1X93VEcEm5JfRhTsyfYQttniIwI5c7kkjaodrzfD6pbzYnTe9Tv3yX0W1jr0TqzOxPQWGPevPNpRfPrSgaSpYpZvZ6an3G/Douff0h9rFV3dQJi0/K2Jy/VU8HluG3zX7Pp2u6gbaXhjfJeKdc7uW8GT8tIGDnuDrZMuyWgOh6RsW3vgNuLrAlRcedoAEClTiLkPUGmEwXV/WV/n4EzvVrN6k++a3mfnAqJu5QL65XldMfDUtPGS/1w1eXMVv4rWUwCVAd+2MkLZF3M5ENHnTlHay+ifvcgYUBA4E46eKfgdmGCABFM9jkIIIukfu4P/YbV7c57ccLCHqK7TU20tmBE5qJnaZ1urDg1Zp0WwbaXhgALJwDHTfUTp+3MmvI1yr+tV8vpeOTX1jquCh2cLmjGYDUvR3AnK8f/ny4WQfDbrBr17mLS94e6sOe3j6AA53wZdfs3cSPMdgiAAhVBAxQKbi5PaWhu99ylOV+vo/X0gy/XVo6c9NHWQFF+b3nvuvt2z2TeLv9NzAi5fZqqmIryOQJwzt9gZQC5w8a6yVZdYNZ7eRIXn93mfYjNFXd/Z6kcZW2Jdz77CzNhQv+bEurm62dPnQknHsUNPBi4i6TZYE7gFJpn+edHb6vUlndX6LNmoy9NfTuWycH7rtX15sFwId92sgcy2nOwfm+4E/r9jBR7tsof+bL8XpyMZ5abtY7rS/XW8sO0AR6/fEYmoVSTLldwDAkW/+ly8vjlpHxsFQ5E0kZexr5evSbNSnJ+DmlfywbU0vSreVLza/2NGKkIKz83yC0LsbbfB9Z/ZiOiJqm6E320YBMNDAscF2es6fbblZlzCqd03T0oWnRG7op4et29ep0pu3BSIAENS0wNaSwg3kLSMagnOBiY7ZtggJWqbK39eXEfn8+yfZ/3yhFUHD4r94d1lIHELhGdbErnXLms0zxwNXMfUJ7LUNUImSECEUFULDf21jQwUA2YrqrtScBmwFtjxkOuGSV32btUNgzFGg5Kmt7+7qQV8ZDK3vpS50a6cbGQKTRdL14arWgVslFU5KKShGEISe7xC/ItN12bIspxUcrorULAsMbhecU/CQkKEtrTw5k9pf/jYmUJQQ26Hy9dpVyDXQqvZ2f78rrGZYgPJl1/vv/yD/8srq+T1lm0hf1JrHjJhiJ7TWSS4ESBlziJlsKXF1aKg8qVNfpSYOQWMvogfaLLa1xdAHTZUsI31nJ9Clqxen9bpzDr87mcyie3EE1E/lDtd1z3v1jqka5RoeeUZ26ptbc39bVm07Tsu7q4df/TBIHhhI7eF+j3I2ed+3djR6tSkfpg/n2qAvKRBBGBIL7xB+s3ROoq03Clc3i0oypktb+P4oqJYZi0tsqF7PqvsmjKOzb8/MPcLMrjCdp//ds/y60Bcue333zf2DvNh473/QtstGVuGWGPkGlkWts6ubG9esBHKwFJJXiMhJqMVrNmgUMVG+G5xAcwoyAIACxSlSU02SBikgBVBAI8Nx+PsOLrebv+Igh6EPyXO1nIOmx0xq5CLVuaW4huWU7j7ZLz1Lu7+6WatWG1a8tS0LNcv9ntaRltFqM9HESc2qWBjeoEt6CJqOfvWQrs/XELIv397r74Rh6CM72j+1xKL6Nge/3YKuAt/HQChQezpPxZO2aDjo2RAhcpftFn7r3/zm38JncdamdZoVYbfv8K5lfLdoPB17Lae4vSddg1gaqqtkm1qu39EdbLWOj8YM0OhSh8nl9u31NiNuaN5cZ+c1rYqNP/ZM5NwozSqJ1gH6zuTyjZqdP7ikGXcDgxcsY7isNaHvDNjsPm3pJnF5fMVr1Dl85ul3d9gVd5vqxaw87KqBl9/VNnBNt08KU4iMY0NdvdlOjsbv/Z/Gz35K/sPbX7dXthMnaUtxmPWHxvVDWZnxyQ4etIfxdSK4dnrYnuz0lzGVqARio9dNzpk2dDatpLUDXhawvy9u6y3r6i8lY+fFkmbODrbW7Pq10c7ZQ4ZyyfZcYKrgsd68qum+GSix/uW88VtOOGpdPpS7uNpIFkPe9oCsMQJgA0DNQARLocBR7roEztvcUlLkNYsQ/uE+uU3CgZvfLqb/6fJe1Ty7Mfoti0UDqUyq/XBMvkj9u7wMlKgY7FtqXmPKWTuACogKKgChUvCveUkFAAFOM80hroAAglHR0K0Cor8LF43SBGwUOA6t8QHUNjC/kbWu1cLyhq6Ybx75zrdXt1izOJ0BZJYUtnyn1XJdaFY0NXeCx7v2Y0VrDfZP1aZUle9JzDNUU4qFQ9/cFqOhrzuGrBpuIOnCqiY7ro+xcfC8u22Axmm7HfR+FO4a8II5Bw6m3GFMak2ZVbCxBVtGHCpEsGA8AbJLkIgKETrFMrO65LhDirims3x1VztujSX+RTNeJ93+d+73DlOrPNsUOTSGjgU0biqma3J2/k1umaWe6evTXWq1TFLWT47Zr4WYe7N/s9Ueb4afecWhLROmYFMja5UUXlOGvmcMAn2EpguZJOttVHJPpIrMWMVRWVDr8mzj+JwELtJdv9fhVVHwnGjYbHVFp51v4pvvruqidDu+6emeCANTh87qzXc3HqNtDX7XAH+dGh3IaMPiqCiYUkYwNHnCWaNcm1m1QrZbmX7TlEomxYnx4ZPT83/rbc0PTt5b1y/+3QFIN9hcu5oL46pu2g7WiR1dlb8zWd/XJwLgPhaVBbZ0Aq0HYRuNKpWHpQwMzoCc3S81Te3oUEc2FrnL70Lsbitv8SbZGWnLgjt+q6vrm3lKA3i3kBoLl0Q1vBAB8DFsFvb7u0PGsstpQsvKlDyQYOSiRMpEgV0Mk0J0u25apT0DjkllyPL1w3XxDFi/30/O1mAtoE7nTaFouSnisGM+TJuta5HATmcFAyTcHZN8E1HXmAwcU56/uYGuWRVVktSxBZSmU6Gvc1NYnubaOVeISDEaGJqV5dkFMI7fdw4lxwnjmfKzZrnND3rB3b0U99x0ksri9vltY4zCPcdQKC6NFjEedyA1SVbkzbYJ+ma743HJqu2SG6Fp2X/nIytReGuS1YePVn/E6n/29u9fFd9/9fALuftgHO4/cl69m2025aq2oTGwQmNwZMbEauLctUtVAbpuND0pM3B+7+iqPG5Vy+3yHjZuwWksPVh0ttxygYhlVNBIqYCIRyZ8rMjW0vCJVl2vX03LjmGuDOw47iYcOKKqsztcEq3RiU1TyXZ8qNZajOWmEQ4A4dC9W9Z6KdIyDw6c3bF2/3blQHD5ppCUZanoQzBrtXFLG9ewI8ndQn294nPWbOoEKyEEcHwEK1xjuK6ZY0uFAFNKCCiU+q/ND11N9Vy97WpXjEMTLOdcQrW5VNoDgKWqAPllLf5YbFUplAnikncCrbpZDQeoy40Ut65p5AJQCxoQ7eB43/bQ7bR42rcvN3SwOxa9uk60/gC0YbeI61afRYXONXPLwAdPu0Ti64d1zqDu+ZoBRmGo2YHRd4SqbKrtPRmIWoVhW0+M45OxpGuEZVZvIK6ZJlnGecELJJBhaAJQqN8x4rsIlXFownLjlsoJbOgF4Yef2sXxhBx1phdaMcdsTN6C+vB5hp3c6QXFnyfRfa052NsLn/+t9sX1+sSMk2DNaeg4VjpXX7y8+NB1/97xxP60/S9fN9mfyLHgeZ4iFw4HVh7DeVyQuOl1HIMYw07o6eTFQ8yEBYhMhKyK7c7EIxRgpbcNh0X5YrM1XaUzZNt6XLGW0aCQtA4Pm0apGcVek9eEcaM1sL+aPsTv0N/+w/28hBeXK65KrKHOwaCCLZZunux2SEEuLm/WOuhpLoawigrQg+rQXJWCObuIWd7f+vs/Cd/Uv3mYuwYpFnnD+p2OhU0eo2dBS4M8StafH5HvlFVyLwQDqaAn9BLTAYJFpkxTAY1a8QXT9BfSNNt7PNpYjagR13l52m1t1ts8T8J9jVJ4POm+ut/Suhp7YP/D8Ox1ltXVqI/3npiMzrO8tpQ4IGpnpHFOfrVFOqMwhJtGehoAGmSNxhrVm+h//zP94n+M/8sXr3OrAlXjYev3fvAHlr32l3GOoy8flEu4G+N1pO/tTPaPhl+9yr1QC0tO6mZeJts4aWjlOnoUKwX9cOCgQsapgYinc7uGABDA1wK/PzqxT+iLm8TmoacyBxmcS8qPhmBW5m4IbWFESQwh3iLh41X6pmFB97P/7admBH/1L36VFdF+gPrDgYW081uwrcCOY5ihabneRdIsWPP9P9q5zHziw7KYXyTJ3zB7yW+Cqkv+l/v80+c+1FFg9DSkVBNfzow4ijselIxort5sKiqaYP+4EaZdXcYX5QZWCoN4qSYYSmx+2DH/8rYEEhMAPgxNU2+em2hnOPrzqH4oMxoRdxwaULy+XIVeaGNKGYW6gVhZ6o1WFzATw0P/i1U+0SVQAHOQlbQhcDzWzbQqL5uLNE81ZOkB52XLkMTWTWH8tz8Z3lzM0zX47aasgdFD0jdqwwqSKI9laUGl4QqYJgNoVTaOBXWMawmUggAoAAD8G5/Z8V2dzokatQrJZI4FLX3Ma0hFAyIJDRt//Iw7hrouwcUL8ORkqImu3bZ1WfSyzc/Oc8QK1g4H/Van09KltDT+5vVi96nmSAIdXRNOs827Pd2Am06gGlGLLa0sDxQwrzF1/LgUtmYpBnCr6w5DIBCMt5blWB6ep8pFqOMG4dDZJJBVsYkrA6o4zlmVYsHWnDk6KCuFgdJMw9VNoLlGr906GBVrbCaJrprbgr7e4ut2O8qcdmmG0xX8e9Zn+1/hh+tHY/fqNSNti9I8xVn+TtO7u5uvrzB37d19Co37eSjD2G4e6BfZGrUWISEc7+nxZrXo7YUDV7U9JxDFxSU/NvjdlhkdlFWpZWk4klkC80I2FmZO33ZdfWBaSiyzrci33Oo9mkyQC5Mix7zS+t2zRU5XGXHRxAMKkLrg8Xfnym+3PL2SKaGlI81acR5WmjJrPhmQ8s191HOQhuQ0NUSZPduj65ScJxA87nz6D/ts5uPfodezCLUbYJD07aUEwuvYJOxocY0NGOjQ3tL9wH+dY90RQ6HBWbSRmgQUac0NGu15asmBo7OGYBZl7kijVXfH8aepEJuvu0Gz5k6n28o2WSRK2AvsVm/4aOR5Zvbrh6kSSTSFkouEZzUPUWUCUZqAVABaoCzgUV/fK1WRCwzRQDDT0php7/VbbsGNox39Tfp1nl/4vS9z8NNPDt0TVX513iruGDFe+X6RyTwuS1tvt4xHzya65l5fR9Vsm1aV6bGaNhhy1LhFY1NC2l1T0TJaFJFqdUNiCBZD4bWHIOjt73jwdtMU6+GoFklEZF3R3Fpnd6nqm+D1LbB1mDPNMS3NAQRbSvcffzDm18WOX7qOmn53uWAl0sKTjm5qkBKr6XQtg0jpucMPruw/TIehcfgrL/kTa56iV4xtnS+upBc2iGUA1lvKFdA5V1mKevtDZKPoahWZorpfgKqoOdJGfqcuvW1lIgw1A7vmVRIRy8yyWseoDdSztvrxQf+fvoiV4XzcCtZC/O5h+WxvXFRVXRVvk+r9p8fEBbdX264lVqXcGffS81UGi+FQX2agzvJKB1qJfWw2uyLf1FABXbPrrEYe0bCzq1MHV2eRhlpOOss4ZaauAcvRsny/jdOILhQZEmmG0rBx08iyJhxgAgRAHHEMoRJKSQgkAMRrjErJya5e1ZmlEAR1Yhsq50oDACnL03TBbh/gIkJUl0iDaZlpjmlWtSD9qQShu3U1u6oc3FTQ6KuKxHKz/0Grms/LtO6NdWBY40ftski2Gl2sqCXrroEmIqKI4N29ojAgqhk3rc4w2BvqVdFwwdqmhrzNxfRKaLuIOhPD4uDJ3kgTzuxuFq22oiygyATBitJKALsbbFYNSHHVsk9PJo6hx+dVt23wk0m+yuhybt3PO7jQMhreMWOO/H8XVP+3sf0P8JuXF9UBPDW0mdKXjQ3HUruarxv/2VE3LUiDlH3cWOkWDArb8KerrkjW/phUM/beiRmXxGpAg6U0qNdSVU0fu5tXkalLfczDKstjVp0DaQDeATHBMsvjDUvKqhEZOZrgEpdJUuGq1nd3dnd6yT0DvozzJC6bhGLVKK57h67T6diXy7LmFDeq2+rHIrDjVXdEbx/igUshlvMZbkE20fW7DbzPbYLCQGs5ogNb8kyeawdJLYlutOznbVnIEthGxYKQANdyoQAc1R0H6BQXN8lS3xWhYaNEGkCSY5WUjdPd8eX9qkZY56SJoceypY2Mke1b4/v7pGeX+SppH7ZEgqazuI7lyNNDbUcWdHZ+rhCXiksgQ9cwAGgIMpjkDraV8B0rB2CjWIvoE14lCjal1tb7TZyorr9WOIXyKyoIXf3oSU8E5W/+4u7zvqZLp0bMyTezTZjt7Blatc5rJytGVq6XeYmZ1Aq+XbePuzayL84UVRQ2ZXZbNW23stqmQrWE2GyjqikiR9c0f2RKY1h+kczu66N+j6/vHMEFhTstUESq68OmpkgxpYE41UKfjMP67cvrkWeYRvHmLa0Z2Wl53AmLeJM5zsA1EwpKpWncyIrJ6qoWWYMjAxw+LTrR0rgf74v3NSIqS1RgJTuarATLmWLDvl4spss60czwoOV9uyIqU8rWabrlon8Agl/LlUtLR2kmt6sS/STYf0bW/2OULwE8Wyuld/OhhI/c7k05u5XVVfb5051k1KD7tQ7L+UrYoGIZEVCxZruSiWfKpuG6wNsGKYiVD90xppIhBykhuYtarqOjMomKTaZecdQOCdpmmqmHBi5zoZosJHJbSbOvP7PxQKNfPah+CIDCvGZISgmVUggohYECACgAAVAEF75tyEoTnk78pClMoGEGlZuKwvY41uliisvGgBbvCJDW8n7D20lhTNyRipxseYOM1Tpvj3QsTDuK+vvD//zruh8CZjsul1+dsY934NnNgh96Hmt82h9O8umqecianZ625rpbGTFDo9M9t93RJXa6vXi1KRh4+Tp6jq2/u2NyldVJcl6VEwu3Q8NRPKapDqo1VPH1WiewgrhW+u7Onm20kW9GubGYp+2Twe0sFiuKe5b+Xs9dLq+/u06TslnnFLDJ270n4Ue9j07MsXhzT7OfrePrqAdo0SBJ/R88ba0OjuJrEf7ff2xe3z/+X6Z/Ikd+bCoPiLto/m6hZPrsZBj+5LB1sSh04+pybXsweNRjme6fVceN9Z/utAsgdnT1Q49+K1Ej8+WCRWZbT9N2pw33OiWXq9kDbEDb0SyHRBfx7o6VS5lfkNnrqeXLbm+yNxl3XF3WNZPCMEj2wf6bcjx9eY2iJoxuPn3cnsXkaiEOUdG27FkmZ3SAgaVCfVY0rVfZsqjBAMOlNzrZacfN9V0G9gJ9a7cdsG9n9+vkcGDeyN7sgR2FzXbaVEokRsdpUj+w8sy1hySsRbxhrGRIQhuBbFNjSzizSiJSBe7RZHK7WnZxKR6KfQP6k50Lhn71sxtDvn5y7CJXVQV2EfdMzdvvlnFtRYUwCKB1wnClAGzYjQSCVbsAeBD/PgiltJbraODiX3yVPB7rp/3h1++mbdZsLmZFUmWudFJkfdj179eP3GSaskZqy4pva87ul3s24BoVdWG19Gnq7LfMpsi1EBpdf7pCem1YbaNdVQvXSijCtqmblgHVd3/y5tnjIdnx023dsMY1DVo6liNhnSvbQKrOS0CIuovLcag1y+LrDTq2DKoGb2abJDVO3vcWsyqkVBcIIWwZQmclCZwcBTcbmEdRhZa0nGnWjqP3LJ1lzXJoEy5Rord4xZKKWhXN82i6oBruDY8HhBjz+wKmEO7ui9sFQCRC4GtoCmXMUSm2CQDgKdQ/22+BbfN7tO7/kIe3678Z7FyNdAxUk1QHyNgfjPdOJk2yrXCxWeWlqJ2SJtKwYb6V+lYoT9fKHMYZ1wgJxxoOrNt1ahhU13TdQnHZGAZcXwkMBWjbe55Vs6TGUGVlVipNgY6JPB1Sj5zuhC2sLm8jJiFkCHBT12reUAgg+Ou4DEISKAAVUAr+3b2hxoVGkiWVVW7RwJ+0+f2sYaTxbLlacsydwjIZToFSiqGk5h897W1i7oQdO5VyMYNGuarA+GDU77USYS3Tua1y1EAnELSplpG02vgRryMbde1dYhabKHvaEYvGTnho2Lum39p/9Mhvk8WaIZ7GVw89DNZY/wffO5LXy6yebwq8KEgTI8sh3QBprWq5uCuzmvi4YBhaA2h6k0lQSSutm7KExKQsIxZBXALgu9RyZDq9ldH07Qytw5OISGMx+qv/Q+fLP8nP53kOnEbjurx7O7ULAoq21+nL1l7d6MrUpkm5O5u/dk37av36KgZoU5u8WKKPRsHgg9N9lzYFhM2WlyWCyBK6u36w9WC6aN9EWa+bFlr9p/N8fxR+Muq/ZFpZxMPjoVplWUUf7hfjJ2PfDcukIrp/suPMbmd3y5jOSgOJ8agzskllByyNbcIGmvzn12AVzSHCLeVCY3l6OLx6tzwijonEfaFcRLBuliR5XSDjg12VF93ACQ2+LmJ00tG/XoOBh2sCRNfpWl5Rj8fgL//DmeM7ks77JYsYPBToDKLvATTutRetU4HispazhzspgW1Yec459jBJWhBn/Za9WGh2R+3gYrmlyuiO7UHPf1uIdF3DYnH/EDUAWJAEHjQQXjWhWW8R5iWBLoCObigHWlSAompqcAvAs9AlGU3k4Ac72sslzFn8fALfROTZaZhzcplqsL77O0ETV700ycUOyqC8KxNuDLLKAUQeG82YxGhcfeV6u1t6tWqJqMThAFR5xnTLcn3Lu5qC1qNOm4mNbh/tm9VFjTFNOrBZVA7KuE3Mi8Wnz4NovoY4I03qxiUFaGGA+l5WFUiAKhVoB8EzU7zOCADss+PdTbY2GQOl6OyEuuMN+vbPvi6f9d036NG9ObGaGlnotU4sb/K5KUN1icwCK62oKhKneXI3r3l+l5R1pULsaFauxLyBw1CtqSivtwJ7AMSAoZ42IRqVn8DFb0tSrf+xH+y53XWojjqbuZmW7+BgfHqtAZ3r3iLPNvHhj0YLfUIqvp4/XCxv3haNx0FTEmLxpAKuCUykKWSvirTVIasUqr47dOpSsqbSvHXt+SqNlRkAW8Oa7ad1XUUVZMBqQGMBDcGxCdIUq0B3LRdxtU1riIpBaCyZxQyu0YyXShFCJAJQSaAAUBIookil9IBDYbX4/mM/rdQ31yAw3cOOMY+q3QFpKCINhE6Yc1qVdWDhb7+bj3d8GG/3Q+umRvcbcOzrlcGpAl6A061yPL0ok7sz3g3khAjB6TcLMOyJDVvBTPQAj2K7YoYR+LJnjydt39a3hQEw0Wjq29abM/rpqWZEDW8N9Li2WH2sMirrZSa3mb0fmB7UHFfPGBmN3abyNN3Ol+WM17bJ9QbEKW1yXXqmNzGyWhqQyUz3LYf12ru/94wHIVz+Bc1f79Ri1u1veG7MmtUmN/YdeYPKjeCOmudbvYbibUGZ+XqTrlAMeO62U6W4TFj/uLX/tNvXkFYqBViKSejaoCzZJkkUep3lBd7snAa30l1wQ5iqY3t7R/1sgeoPnu7Z8N3iG+BZBGnpPDI6phcSVOU3t2kzL/yKBgML15pHSAIkTDZM0UbiRsCeiVeyUhJ0T6wkwlrf/6hh8CF+KKBPMAZ11hU5U2PX2sa1uGvwrn2/nj//oTd7d22NfYGAobBfMrNJb2ZJfmEDUfRkvmzoFgLH0h4kngyNddP94fd3HtYdfr8ZLFfLpnIAwMxoE62QmWoIINCJipbrEh2+u2uOe+0Ks/vLKF+D1p7fn/iX5xGykEWhAUigVIKcFhCWBhkgjm+bvq5RUuvYQFT12mGauCt6luQdF6/p5ovCiGCV6czGo1hrpglqCf6orr5cMMURl5k/IbESpOIGAaxJLIaKZT3z5Oa5Zbsl5XRDDdJA4Pp5LSQMMHF0BMqFCoHuCrx414w/DurL9Xt/49HldNt9G7M+aVXa/eVmqzmNsm2OJSAmtJVN9E3S4qixYY2RR3kDwX2S/JsYIAB+uO8vpksXS7vIvUHIDGCCLBLm7tHe8+8fL74pfnXzig+JP6sk6FoGvADg+UctNxhuy1qTC42vSC0CJN2hzrEX55GQlOdyMLTElikB7Sd+dg6QxFIh4sSw3SmmfO9zZ/9NbZnG9fqy1ffO1yzpuk/HAao1lTgahnFRAtPfpg0PSo0pqxeym9t+hgLTsDv95WZZKG7XsDEAFdTCIMkRIs5w3A2zVE/zvK4DE0qgWgHgxOBANYtUVMLEQEKAPSChPhjh1ZrGTPJNZegcKmwbhqPbshFQMYSEkABCKBXiAiAMIfzrpWxAiF4JANKKr3P+cD1TmpyEHV1ad+dMhp4VAuFWI2zIXOiZgIFeQDIc2qJImjrn3MhM82Cvnt2XONIcULaU3bWs2YJhTA8/dF+9SU0INKQPx/LsWkBRdi3FCchb1NJ3no7fzxyrAvoir7p7PZfIm9+uQWL8/onX99JodW8GgcVzGc1BdFfWcOx0S81c3uujw5OIq57l3ceJb8NGlhkXNoAP91AphA3V9rnQqqvL0vfM1pAg6NZrocM2X6j0ISKCBlfGRTbOXkcwq12gDMd6/cs148TzdNuBflEkyrCG2sO8GUyUFsU8rgmqNaUb3e645eCcAEc5PZ9QSgtRlxoDlTPQlpmNDVUl2T2HtW5gmrtNfvrkvduN4Qeg07YsbjvWcDjB1e3SwhRwZiGdl/FiXRolHvnGYOh5ppeuEklLVmRljaALgGn/5Pfc8DeenOU9t/xl5b1rRvumrqycA8BquwHlOAUQ8Get9Lf3Vu+DZy+/m/PxzjdrkyYq0F3fACLPjLa8nVJUZ6CgTzr43bT8wY7528g6aXuRGMRG5Xe7v8k0gWNuct42htWwElwB17JNu1lmAhe8aNe6sILJoy6ebhNZV0A+fdxaA7tMeG/PuJ5HDgJcgUFfi7dNXNWHDuAACeTXFeZEDTzP9kzNEnMIQJd0hur89fouKwGos+NOE6EOybEn96wAbURUMgpE39g/3z40JHYeeEyA2bbiuNGfaQiID8c7hW/dT5f8lgWhxdec1biuDeIjaBiIWNNF4Q9JR6vuGzgYpEWD+N3D+UtmHrTbfX5RlvcJOnx8kuQiWq0GDqlXUjOBaGk6ISTnFYAgtPVcNFl9NCHOmnUMR1sjW6MA+9qOjnuhr8okEYxJ2FH/j3/2qqWb7aZcLFi1bcyOMJq0CZwvkt5joYc8k1niYWAPWpZi9c3D1aa6WCxdG7c63aSAGPptzFf3a+QaWqU1LMtUraTGuSrfZUZo3G3VSNOqh1RpxDLB/W2m5/Tpe3vrOH2bN49HdpkJR2wRhJwan1jBk7G+IHap6Wsb9sriq00MGuDpElowTRnxwcOLEntAc0QnFEQgQHVFMSsxa0qEJDEBQYBDkHL8/LG9vK83taqwhACwhjmWLh1XYV6VJRQcAUkQwTpoAFRSQvj/LxcHxHdgWdSOhke9TpzWugVhnr1NOLYLyszkzNTGYktXjUb6hy2oIKKySAWTjU3Mfi+8//Z+W3LLMk+6OhkGoNVd/e4KWShAdnRXfD6BL25lmdGLe7D3vmVS9uIN597w8+MnB79/ev8tlU3ZPfQ04dLrclbF2yb6g49cT6XTi7ol6u28aOrUeDh/WxXvEueplfQ7xLUsRXzh6Nt39weP/KubzcV1bA7Dlgn39jvlYpEIPn/QjPbgcMeDRIOGfFBZRqt0ExlN2qqaJipaXzTjnnU3gdFK/Pqr6Nj0Wl1VJrIsMGq83sRrV+zVz6cffhDSszlm1Cyb0kW0P+xZDGPgeVpuK2WAALhemcyyQuuYq7N50nha1vxv/ub+z38pg030WiYTXSamWhbspAVQNF1rvad/MFrfzLqtnuuawGwurpM9A4ASWcDGjeppoORKaFq8YAlEWi4Bhi9W8ensIdC0bmj87K1esfp9Z8mylcsqnYMXwHSUf5ECDfBVxk3Fq4uLH/rtt5/p+VWhHN+UOHmzMJGW3izTunhs45ksn6yQhUKTDD7sOxFVumYobHQkW7+5EqaJAZCYmiRtkM9FgdKVZZM+KqiGttVDWfKb68gCKTfCEBtUeKYdfPqHw1/9y58rRm0CfA+vt3nbsw462sNV1gDUsnkHE4WBY3Hu4L1Dr5ubqyi4WEX9XZouFbZ18vnp+1L97H/6Tbwq2wDd1/HAMhwKuYS/UfrHbOLyxRxWuSviAkyGdWrO1uuVDp+hJKsHrWZqyDTTfO2jo/ZdmtKoyBzbCp2OH2zzONS4t9tSVA+e7ALXoFFzxkvBCq2BL77LdF21hhzBLaoqJbYOgAZThQn6XJk8TaDZdjSa1U0N+qDo+h4v80arsTTENH2daMNH/UdPdv/Fn99HqyU4aAOr7b69MnUXyrREGmWht4y2K251PRciWMt8W12jJr2el0r/YK9Xc3G+VO/tN2sTMApUbkoAqKAa1KqUtbQcVNXQF6imwjFlzRoTQ8qre+7F1c5B+6K4zeME5Ta5Yc1EK5lseONyozvWX22a4QTF83ReN99uokcKb3RtzcSO1RF+s65zwJrFSLk7wI4VKjQLgLQsHQmEiVys9BrkGLgN+eiJ+d27FDR46IHCAg3HhkApcvuWpRWpTCjRsakTCkBZc9tRwABMAPHXaRkA4H93akhgIJtA7PiIbwRN0sjptJVegYptH0gFZQ6k3dZipjHKtEx0LZKwZjjeb3V6+XSRVfNoyxVTH33yqKEWV6u0KpskzxPa1RV0VSVQqWAeSWijnUenP/7Dz6ui2URcRwQ3ojVwOuOR4bQqGm3fvfvYITeX8zGvULrJ87owjXKWvViJz5/17xOQu+DEcFr7o7Wj6+vZokEECaLpFwnTfJCngDOATEN3O4FnmLhOK4K9FlA1h1wCCEWj1vPt9bIxWh99EMIANDUrdL14tUjoNt7A8HgUPuvriUqKiprAiao6yvKkcnKcecLB0MVp7bbsClle++D5sdGgeXbGNsqU5bcvF48HwZ9819TV5cGxHazrXyzp3uNOp93DyB/4skS2wcl43JrfLmhoiqLYzDfxlPFEPR8aO5a4zngiNU2HHbRJq+Z2W845wsI/dXjHEgIb8y2PeSP23c7usGVV8puLq6WaS70DrASAgZ/nBd4VoNYJI3UQ4GmC66Bvg1LHGKSyoYlrBCPUvG2cULQmj9vvLm73Dh5dSq4FWpCl1d2Ma9lo4AUF60sl1+lGGaUkJmdBu20qI+FRVS0dZ2TthZua256soVsAKFhdYf7bL951ADAtjE24zfRJT1+VfGBpDqh0D9duXxoWrGDT5MRt2ZiQMKiAJut1SemmoGhdH3/2flPmSdx0blPUtlb9Hc5frn693eXAAq0UXPc6YNmwtYFPPxdxAUZYj9CjTVYJiOAa6EIJTTNqLdJE28SSq8BsJ0IzPePg0K9WstRtV8Ggb0/fzdNiaQADdGCdUnGzeXas98qbau1ztkFpMWkR1qsBBUsIjcoqc7VBqCfqBitNIY0IXUKguZaF/Z6nHC8lo9/N0i/fvYUcKIZIC+tC44IAX9m62ddbmoNQQT479OT1HYAy0QyNyGWan2+2O6MwShGzUQkBomqLdRJtWLlpgA1rTGDhetgVrKXBnmeni6IrBdQMHAgnk5oBHUe8rax66z6Sjuyl0lFGUTBK0gZ19nsWwWyb3JXooSwfuLCgaBxoBwc7qHix2ES60gKrY7Meaay8m24i7AFYVm5f5yltakD6mohZCQysc+LpdaE1HNa5lIaBTLeLZLZYeoJLR6uFEDpyTMI5RUBJKf96LAUAQCCCRFEgUB5nSyawB0b73eU6HrtqlfHRiEbQMYDIk9JnSJpaf4dfLBraKMcEHi3v7xLTBkMDZDoRFVN+V6SgjWdrXXv0rLudPdQaZFjqCPWczrDTN5+Nt8sy31QcU0TcdjByuy4rQZRsdcDAVs+lHhoOyPKmqLZVvG7aAO9QQ391W1zS2Iz1x+/t14XJLKAcxgRMmyabTnkQ6obBFbS8MPBMy9dVVW+zmDVQcOZh5pGmgagp+V2SrXKpHfbu9o+sbAviZYdi1+zJiNG2pbW9UkKiK0V1q4wo18xadojIxqoj0krpI5uUqoKTjlbxq2/eQcn9IXD77ZuX26Gv7jR8OJJrfyCT5cZwj/ZbkYRWXUrAt8rrwTwHGr0UxDSdnBZZk91VBpMdpgIuZEFDz60ykzRUQ6il0Y0HzZgN/JhQZLvaRS4zt+GiylktK3p3RYeGbgcSZXzKEx2ADUcIq43sGYYqUT3hQFHn87r6MqfvT+B3efODI/DFNXaej/LL+qRPllGZh2ak9Dwq+tXy/vbSdA3iVr5bi1J3gs4qrrHCnhDQwW0DEKxqSWqMLavBGraJlFJqFia6LdP1/eXUNwGiQGmigIamamyhLpNljtSJg/rZLqHpBoBCSQQXq3jQw4oiWZh361JM3B1HZt3exSJtcXVy2mn3zXW1pK24aIX9S7ydp88sq+e2f10ukxw81wT9EqyH7lzXR0iTU0Z8Uys3mmUkuOEWa7V6WiO4JoFRuwU1oHH2zbLTdixEdbdz/dup2yZhiLMHuq7Be1ryzdANi9qirVo4mjOkye0mE9jW+ihrlYkGCCJc1ZUqJNYQNaELdOW60HGgIRPNSgoSftgtfjMbKFAZEuuaZzuV7i8vXyPeSZr53j98urh+TaZU9A+kUN2uXhputdiaBPoDG9ZrxfQQBZYyqItMwe4rKCQmmqN8U1KeNDUlNqZ5t6g5UluCu1IuN3zEQD8HIQC/TSqo7S5q5q63RoEyrhrBDoJOLzCJ5y0RJJvKKnhHNbFSoWdZprLaNikzso1ZyqrnRnxoFL9IIaHAJZ1h6JYJsUHkg6Zi1zFIWONa1klLAkvVWxObEhFoA1o2QiiJCMS6bOloVfA84xJKiJCOFQTyrzkDQjynRbYmrG+5jlyzbtj2XeUa+Hdv6uHHph/WxlZUEDzdUYuMWAVdPshVBkYdk9R0JNm2b/da/DfXDaNih+SRR6/nUyji2YxGem+7RI9sKYOOrZdG2GkPDrUcJaZVqWLihahrPEw3s7O17XRPf9Tb/HoRL5sPTqxJIV5l5Z3Y+lZxdsF6/uSzifZPvrnJRPy+MVYWhjIvVqxJEwbsvYH4D5Q0ry4myTgY7ps7hyO9Oc8Um0YZiSGjdpxrwx7eay83OTnbQC7VR+PoSe+N22pn8MCHsqg/+xvBr9BefJH6GiyF5JA7HISEPGwS0hZqvm0x1B65DZWFOdBahsxKvqMzqeuAz//sAvar0ef+82X+syv19iFavMoPOk4FKu9Jn10lEGxdzWx3utniQToONwCVukbZ8qY4GARonXYCvFGOH8J9xpKmvIvYNeO+rnecptM27ijOkKpzbyUEDLUiqaRNxCrpHY/qRWpgEe538rNlHarqQYZ7cr1OqgJpCoae2vK4iaSu+ShhSA9pGHCC30WW75gvtb1oVcL9MHl132rdF1HqQqlb2siS9pIVqqtM/+iD1uziGlSCCxCkCd4ZooIFnEvXlBCPDRyZmnK7Td0sa72pRcABDQEogY3ke/vgpgakVqbm+zQ/uqKnRrMk3d/NV9UebJn4PtJkstw79F1oFTfrN5L0NBH0LeLgX/75lW2bx8/Nj73kiwJ5jwePld9vi2oPaxdhH7tQzwkw6gvKR8Pb1eIH2NvkVtUbVE1ta6ootxEhGt7tTty8zFEA+FUqTw90zkjoh1ohPrBNuf71L+bd/tht5OI2T+Jvd37ycVH5UDom00p32B3BzXyrdbt6nh+gcmrLgMgKgRKhoOuvcolNXUrhWNpyQ5wD/0P9/v+T3o4EPsNhwIOf/q3nhY7/2f9w4+k8Z60PJ7Offx3VrpHDrD3WCtsfcNA4YLoR21uuQm3n+aTy5GZFkqtCGKxh1FFWxTIF117oKIXTbdaytKRipsCu4DkVIbC6oE4BmKSqr4Oz8v4UWRCCgsuOBHrXfzbqY8dM4kbX9FaTJhAbSBlYwUIE/SYSJDEUBsAa27DVhO+asgDtUxK2mmZNpQvsNSgzkKagL0AKgRQqFjgDFHdChzEuvDaSbx82B7YyJMcamWbapK9JLLiEdaUaCjiH/3X1Dda0scD9CrhtMuhWXSG/eFEzK/zRh+YK0W9eA0zV42ONuKJXc2CAZgf8uAYWBBZPppp7voyKtFIJWnGlUORcrue8+/7JQZusf/RecBO6de1cv4x77+/avW6OSMe3+HyBSF0Re/mqag9xdyf0Cps98JFPYsv69oy0KbA3caBTwIGOm6s67qxdz/RokTw+svtP2N3LyFd1Q3jJkjdnzdM27nw29g9Pgb+/4QbflhqtSl7KrOG16H0YEr/dXKVWmm+5razOo45bKmTGXK2NErhXN9lDNAv+94e2rXEKLV0WUdLWirOoafVpwBPVN49DvAYtM0A17EiunL1u9XqxP9TnET38/v7iKp5/kb5KETHB8+/1ToNP82IdKl4g0wvrYrWuukglLFmJHsHby/X+ELN0eWxqrZ5f9zryZmmQYJoVMSnPNouEAB+pfRM6jn1bAFSKVC89rcIIapyXhpFTrKXq9sXasmUfY6Ug+PgIbrmS6/wETlq1PLdG/TGniZnlYASXy+KahWuMv1tQaegPkRMc7Udn8zBA9fUN69YdlNT7kEfoo91+ep/KfO31RG/kwTIzTNhAIQDUXfnpU29WO1/ce26gaYGnQxT7gVYUook2swchVe0CSQFFwGTq1w9ov8+HfRWBhMX11h//k9c5JvefHuhUGNN8WyjPsbWbh8wJW3HOJz/djd6uaSB7adP50Xt8mhUYpi8bMn1ocPobFA2fHxhe20nUCanAzHs06nU+cr9pAp+fSZaxqMmFi4muGjjoDKpF6ZklXcJJx3Z6nnBp9LDV+mYA06vzXAwbn5b7ehBtk9Dkqg1H1v7tyX6LVvZlURQoAL7KrR6zXFUulc5w8cc98P/9GmwNgIbDWU58p8S2hkJ7Te3e++OIsv/4Tezp1st8aTZpawe//vZBSg0bAiBw3HO++H8vqsD48FOjeGCdnRZChubIAjkW5ruS6KTZzPPqtuyYmjNxN66dLTfjg36aGb0QRdGaoTIFAPnOxTb+iaUW2T4A5A7UCUg/B9m3EFTKafzgsti0DagBtWXg/U0RDWC+Ak1eySbBVSM551JZGPeGne/erW0C+z64F6BzgB+7rIO0IeCLFP6vF0AZ8Onf6ETNKvfBUEBWGXdKeox4oicNxjeNaTumYjd3WdhSGlC6adUE7I3BMhaUCmAowJWUCgAIAVAKEBaD0DQODpxNqc5vgRaA0Q65mRdTW0vK5ngv6Dcai6qXC9mxwG4HsxoQBgZtlTc0HBifrmRnt+vPACnTpq5auhHoViswL7P6P//sAsgM2FAzw/efnpYcVEzdRrHnEATx5eWmHbY0BqVSawHaOUrOqySPppa5bXvBaa+sqVxuRw6SUuQa/uEIVeYnH/9BP4tmPqyrvLpLAQelkOj1F2xvt9VyNCyZ7cJ5mkfRXMHSRBB02iaVZQmqEj2kDXEMf8frdByKuVhHTq2qbFpUyVtBhtcGr831vGq19HFfq7+cfRTSJONeTTrvj1ZbSXqD1e0mPOil53Md1drj4PbFWnNMFgRVWzo9ewBIkstK1Iu3OUUsj2npCCvQk3Ox41Xb+3NdOobbbEsaqnJeZN1dt6NQrnSrZ6zi/LyJXvNcmXU7DFBElS/PK6EIwDbkTCaUlUhRpDsWdpMaIOVauCn5TS4x27q7VnlTgIFltI1iU4EgN/skfcudoTYzPA6r62DHMIP5iu1NtGphKivBrXNaw777gEJiaAFw6cgcH7a6ixykMLbbtMqWfro1Rb6s64WrdXaHr6yh9eHezcPPo9vFox2tP+hQCYsmn8URdFSrA8oVOOmAmxwNLB0jyJsmI4p0Ei1yf7VoR60eiF/+fCZ//Cy8z1Oike0aotBDiPsj8+4vV5qBXBsijFY/e7szMG5eQvTBIVURB3RDh0TZo28f6DX7y5y3zECjMNbMvKkZw2G4ClqsBJM8a2EbN4013jdpxqBo8tpoFQoit7svK6WKKNsb5q/uliBGhj6C0aKqF4LLzuMnK2vI4WrnREVvi2ObwAumKduXcaoL4wQCqAYhcHbxrRQtS2NKsbZXQM0dWdNZPuwYoNveHd9n9zqDYnF7Fy+2FICmqqiUESg/mRz0Q/VwJh4fj8zAtDiVCnFq16IJ21lOgWKo5XkRl6qRO2E941Uy53W+vFzmuu0hU2EEq0qTDKyAwRTjANkgDEEQ4QcxQW9vAWd1ZADBMBagr0TMRTW7kcQ0sEpopZA6cKROTTXoTdelY8ueb+QFbllSLUVV4t+esR4HB5BZNYgq+eLbzZO/acgZ70D7dq3boBk4hst5aem2i0mSz7dp6OFuKCDREQMSqMWam64mMWSc1o1CCBIEIQAKKBIgg66bpmp+skdj1/rZFY+p+LsfW7rHX+YonefLqdI7bQBVFRdoBJs5zBFEgnYMgLNVVqlff1k+VHi3zQ8O7Dy1oz9L14vy0xN9bfvzGwdqWv+ktxbKdBxa1vkqq3LT6xuDD/ogyeJUK88qV0bO833zjx6ru6L6TXq798lEd4K6s4m+yx32d47h3T32R4/hQStjWTOv43mGEd3z8Lu7yDZ7f/T7T8SuleVMXM3mFkYOCE3P0kzqCaMV6NxazJIclf4j/yE1jL57SXGWSzHPZJLhKoJE63mGwbybFe5E+WKV8s+w//HB+te/0awAj4Pfzt0jWKzyFf1Ra/vNph7ybBpV6yC03fnVun00zqx2vC76vvHy63t/oo97cO0M3LHYzpNNTczB+Pp25Qi00/HoNm7bLqQ4z1poybNNZnZU41YbXeb7ge13e98+yIrJwLpeFcBkUIPfJuXA1UZHPTsvHhq+vC2ArtwWEiV1oMPbhnJi9vZW1i3g+d7zD9OXK5xPr9MBswUhaiH32+0q43DLfbPlbYvLmC7sqJSrm8nHe4Pan/gwiOX9HZIw/NEhPw+afz/Vsls+E6vvgfiXkboGKOeQVN6/+uc3eF+keZ6uVqt688efePRhe1WuWF+wK1InJuRiI8Q2V74uQM1rE4kQj7LGDMk63Xn/7+9/98/e6byqi7TN1bKQ0JdsvmCtXj5ryI7qv79ffDk/I5VvNeLgoPjtuZgbIOfTixlg6xB/6hOL9yUK7GGld4aT6UN/T651bQzJpe401Twddvy0EsuGS6/TCStNyNCs4hntn/Y//kfPbr95eP3zd9cETg7D5HWS3J59/0c7Zwt8dg2OwY6Yiu1QtSaqvk4Ono3fZqzB7PQ57ET1YgjOHqD9e6rAyK05p2zd9pnlacRVGvJ1eX+eDne6h8fjNLYv13e1pAlPfQAhUAoAjahpXQ+25vuffUCgrjmOplGWFcOhYwfo7KxcRYUTSMv1q1hnupHMHgwMN8VD18VPXJ+V4I0iCPCmAgYgt6Dso1IpTEFfAGtl67NF8Ud7+0CXBg/ZNl4KAutS0mK9zA9QUSKk9f1VKfJaa7XssqoGTqkT9vUV0yQxcb1pDO0Y9oa2f1+DuWnX8vGT3a//duclmIbL6e9muXLsstAhBkKwhvglWBoa7Y2tdiAREUyxcqUg0jRL22wrBRWnQECkGxDAv1Z/ITExNBHKMfz1W5FRruPqk54eL+j9G+CG2rOw+nUJNKZ+8klQnhcB4g8Ufn0rD8bA2AdmUPEJ6KYCruCwhb7bAM0zdnbqnW5d0/rdGbfMXnsc2MOOkSGqso2sJy0YWPI+p+xqapRcQyB81tekXgIR/fKiXIm/+UdPQropV3TfEe+6Wjllb2OuBfjo+0ev3r5hsyyuqYDCwvzFBWt1LYjNb1/chGXHO5jYA+3d5TmOcMsdjT0XEr6AeBXHZZl0LZnLvaPxUAou08rQdKTLWkpH1wqs2eMwub1zqWmbVV5k/AXY+17r9bwOP+8ntdI1sgJWnkLyO/d2tTjt40UVeCFEOrTHne39euBbdYkdzz76bKcQ9e1VBGqal3k4kkEp7xLhd3UWkduGhQCavn1Z5kEbpdB2y1TpiayY3pscDjyWLAUGqZQ0xpo0krrYnQSPXFKX7O3l1BbA1Z3hYStOqtWiNCFAqOBNvquDNNYR5jKni/+4VEWoV6UJpeg1TIVS5jNA4bQ0vhfSGoKiu2fnVpX90edeks+jyK5z8ZMPwy/viya5+u5NfVbgM+RHCuo27O0/K34nEF32h1z7ydHi9VeP962aWWIuS7NDvWFjpUHfXtPVyq12bBcXDEjtuI05hcBq5JHR5uWwC/4CarJ9+t2/PwNF/d4YjLtiswC+MCExEq1ItwmwfU2yh3/9LdGs8eOd4v4+moMwr5/u978pYvMwPCLt9350cvPV9XoWi4w8ZMicLh7pxjVlMxhZQnXa5FHfaLeasyX2IOHRmnntXteDce0RIfj6i38ZYclaGptP6wXkAKGtDl+dxRcp6x5MNMo0GlG+ejPbuK3qnG1+Q9LOgRSH9l8p0B2DN92jE8/uXcUwapiAOXRNW+M502uUxmkH8/T+uvHAyXNHuw5USe/KuqwYJPh5GDoT3/BdTyMRl08nCJRV3VC9rqdpTkWGTa3X6yhKV0lj+1Cv1nG+apvQI5avssutoEICXQkJCMkZBqXSdUMjUCiyule+rGPTdN4UGYEWEmWH1QgCrpMlHbUB+bWMuKz31uUA+wtcIV4gJb9Y0XagfjgkM2Zdb1gXwACR+puS7we6DQZZ/5s3Go1X6iNDDNrmbpWfV+pNTR0ksQ3KGMsYe8okQhAlFFitoKYA47CquIVVRoGEgGgYor/WZJQCgHSgvUlAr9WIU998SVemljCgW+6itmVD2tUdt6VWZXRtmy7QGGiF6ikGOocYQJNz28WhFCeB8+ZNmbvGsE1OD3HLYl8hbwR0Nxzhfmg6ft2wbboxdHE3pwk2pImTvNmzsWXx7SKGjY2A1sat8QleG9X6fh0UNo9az3vHVHsoEZ5uy1+cVXluNtukZXvYNear1W7Hus7LCtX7J7uj/eHdbTovIlyXs40Mn0/c3z/Jbrf89u15M/UhIsg9aHXglqxAUtR5gD3Pb9EcRg0tkkLfOTAeSiZ5sprN7tafHHa3EbR/ukfXtN3yFt8sNoeurxvp9WrypHN/W0DbiG+W6KNhHfPl2bTz3AZ+MP1uM9gxtQL5noN8U0RmcT7rdmwX+kdDjWOcZ7xoPHnNenuN2+/e3bIPcmIuJLWef/rEzi+n51VIo5WsbFixCDa+Y2/iYlsrGyrXIW1Tn5l+cjlFSI0CHwq+yfkEmv7U5ixVJOmmKju7RM6pZ2+rTgZlIn0h9xyUd/T/ggT8nv6DLvhXv3bR0nOlWaavr1UOrWUmxuLeMlEu4j9v4KYUZbtlK+V+7D+M+tAA5ixrPcqz69u95yOnZ95+fYYszeztLaaaglrDTStBoWOCpmQZLBo1CEkH89eNHdxLHQLrGB3/ML+b/gv3/2w4P0eTG0m/VqICKRi5kBgDp3x3DbRYRz1y1MKIVkplhmzTgg+7VxlwQuN2uWFpfP4nRrJlNYRA8uHA37dAdfd6SpwSp0R15pl82g/RMtZ0tz225ncU1ohVoN9zHn++O30Rbc4uNvs8CKV1TzFliy3f+eMj8ZCeQHW2yWwCPSSmwyxAqZ6lZ31fPwmnygNfLz/uHX/7LixbR/fYbOE1LObrlT55+mgxS0LCpmcPxk5rbmBnW8FGpZum3+9lUXWsUWMHUdJT5bra8CYrgpZz0tNYSoZ6XdFyW+bUlMVdEy8zFCJNswxHyzJm52jg2IKr+SrNXHcom8o0LvPSMgESgGrCkXLi6O9yA9QalMIhdpk3dr3CzbDveLyp3/CqhNrHoHUPaAENXRWYCRP6jnACkkaibkGJKaC6bO2gOXCUK+0dezVXVZRlI6/SYw22qz/YD9uvg2+WCOKWElMGJejUmpZmInSRXzOgAQZhVQOIYFUBwQWtVM0BQsCwEVCAIASVUkACAEgttPd31fk0fXiF/nd/GJxd8T/JRqOg9Cf+0YghaXbTMivVzdes7YJhHzg98H3brtak2sikZMW6OUsBgc3xow50nfRepNPm0g7QQYCGWmS2bU03ANwksRnafpVeEYJ0ozqfjT+cEMHxShjdOghNstm+FNYPP3dktKkJk9CQfitasYMRuy8YMcxNE0ue+21JaT3qEEKCmzV0O9hwQGto391ki7rY1gVm+mSoMVhr7USP3etboebV3GqPBm55nxCW5q2sB4pNIZRjmlaVGwUek2VdALPSVjna3AaLh70f+un5Pf3YwNdFahu3Pfy4rnLTbGQEM1Aq2O0pnpiTuXjQTOOzo/R2Mw69OwNTBk2BFTHlKm9bRvJx9+rtZvuQ//QHwx/sMD5bAWxeU6vt6//rX2U/HfhRHQhwxKtY/MtZvW9W6ymtMwZBBZoW8omXbyBcb+lh15AlokibrGYPGGpM0awskPGZ0XvJGaLYgpol6e6DWDa8RV9tu9uSwz6EjaVUkEezqvZ+YE7jzw82unFzcbNhS3A7BEwD83U9ttyE0Y2gqwAOvt9qrHF+pQrd6Q+DQDc3fbjJrfZ0pbytZg2vz7d1KYDGTJwyxMsjK12hakm2KXSVzmy8b5NcopsNbRH2va5ZtrTmALxm+f7381YfdSbA/wa9natbC7aeqUAXIrAeMlPM42K6BHOCfY1CFLqtsGV8+eKOx98gU1aLaevJ2Bj6Rz9ysz/Po5S8i9K7gpuYxZ0Wm8f7LLhPmtvScJTvf6opXHa6lkVLVkjdM4PDEuTaek7xXXQ3rR79ww9f/tNbIdD69bqu2aGmn0hZO5WgzbPzZb9L44ji69cvP/jx8gz/tNJO3f1f/Xnyw0NdGKQFtPlt6/e66nKpq4UGO7rrEz8t00ooJLeN6Ph8WejE0izf3R0TxcHXcy7WTGYkD03ss7YOb9/Ooqo+HYho3tSSHjz23l7nKeR7IX8YOidR+eIceDbb9eE8K68UrPISIKAArLFkHuxq8k0KHTdQcbmVuaTIB0CajkWaVVpjJnRAbaJu1f2z3X3Bm9l0nSokaR64VrZtHMKftL0VKxzFv71a6w6u5iD/JX+kGU1gwkN4RvXimxW4y1FrNQxAYYklAwq2NGjwsjSVxyohdR0p2kjZMMBKwAtYCckVsjDWdSgJUAACBdR/BQwAeV3S28369x+ByfutP/02OhqNn510L86v4K68ul0zQ5wcou9ioWNFHFs0pcGBpQHmKo0g05QdTbf3bbcWYwMQX497zpMPOl+vzIbpmuNouqc7Wr5atg/0JqJnS6A2WznS937Qj1cFA6i2nX5FCdx0DN/4pKWJy5f3y25FTWenJvS2hnSyz9flqOdGV1GxbvotpEP++rp4vqvjRh9jJ5P0/t162EFpUvU0WuqEELRZRS9+HWHB10V7DoXBivWmPHDX2YbdvXj4/9H0nz237ol9HvZvd69r3auvpz+7n71PmzPDKZwhqeGIpCTLcmQEEuAESAwESF7lfRInQD5BgBhxDERGggRRHDuWLEsUSUnkDKecOXPq7vvpbfVy9/pveTHUt/jhhwvXNbjXHx1iRouchdYjFcewpAxA0nYV0wDBY1M5ItGdqjiyUaXF+YeHSn0RW1JWNrmOWV8VbBahsf9i0ow7yuW7cGcHZ0k4fuDH24pJtfVeb3Nyk53dGTNxH1f1h60dX/v8eepFdVBfHj1s/eJL8Nhrv98T/8cZqQMEN2IsK2+1ftTKv4yJyrnPyNrCs4pIzO+Phn5XKRu+rUoI1VaHKFREc7jfxudzegSsPWBDmWpmy8lUiLGBb82NVEfmrmeZYLv+Kf/iygDHVvXpuyJ+90M9uUGwMWDERA0w9eBVXTeksb6HYoq/UscYBxZeeWrZ2oCyyfurEq1WU06f9gQmsJlQNXA4ylSUhjIHMc+bUptGe6oOORW6eXed7N7zVODdfw+cXW9cCeZzPmSASxh/BV5/4336grks/XEb/FrPJxxpzNi931omheboktoEpmGyWG9gldqe3Qwe2JaiiDJFCc7DeX0Cb7YssGqD0WdtpT54oGOj9+2nxV9cMs44loUOe6xcXKc7zx66oskWeVOIz//Ju1uVmCpPVkg1vPCvVo6jKrC8nhfunhevKisQb766bO7tVopxN0elTKWPy/N5UPVEKIvLDExWRyWwQMKC9sWNuyqudg0hkddT7VMZYL1o6khodqDXeQU0RrkKWZK9XtZZiVS9GJgCWHoLNsXk9jqtRVnu7cOfnwAQRXqgrucZxPqjffj6m9TXsrdFEfQMmJTzSrYCONbFMofvNlCxcCYw4MI6aotLMMVKx7L0LOGclVjxEEFVAwGKQeUAiCn/qNXKFO74ndWCfsVXPyLpaboZAV8ljUs4rbUG8x2lvir5wY6yCxB5WSxcXmaiWeeCSegjKdnzKag10EuAojVN0MvDUm0r2znsWRJQKFKYZZLnkNYqhY1jQY3gqgFVyXUVQ/jvOykAkEKj/d3uTElfV47dcV43yGziXSvVU3qR1POE7frgsQ0MFa1V5TJhaMNKVNZEJhXKCtVHumWQgQY9CDMqVkRcbQXTidPpSWzbqtOkCVXJesq45O1uhzu+VuaXZ7VPVLcHpVIBxWiQcVraxdlWMebdyUXadjqo/WJCrPs7065jxDNiKCoSDzqqrBraFKZr3TBTc6Ria2atxBHNSg4Y6wSK0Og0BCknL56HWpFBFbWkrQSKsJ2san4zg4tE6TAVJXJ+UzaAt3Y9nhW6sU10gFoOHnj4wL/AylohI0tP6I0RxchxEl5oOh4HiBVVz9E+vVZ6Y6XTa2oFgVLIWpncRo96RhI2Zk/b/uoddm3jg4cGZqe/fgk3ZeR2vF1XCWNJ6+km1DRLV9CmZ9nG7buNdAYPQIW3yacmas4EEwLFQCmy9NGBk+SshuR8Jcpyo4vK9LymlBHTRgewma0D1BFycAWao4Dc1oBoIugpm1JyDAYFHKDmR57QHqH/7BbBNPwHv0v+VhHTFfhhG6x0LYTsg11rkJN//UIFTx8Yx6qapWjTqULTIeG9uhIZgoqVwEpYkqOgQd3u0OBSr4jCRtJTncLVvIjX1/KssQIXKou4rptxYOKmXkesg8yika6P6lvQ8vTwRdPlWk/Xlr97NJolUI8Fpc1U3z0cLt68g1I4iKUaMxTd3hlKVsAw22zh8noNBIw3sU4iHrR7Xb8nVUybgYm3N2Ux3YBu3fmBdqYzTZRY30oDTa6p3/HsWJi6+vAfPUi/nH/zeovEBqMKd51HTzqf/38uRBBIxXWmAl8IBgpjIPUd23hs+h8dqeFN/adL5646qNara+YOOrO1ZFrvkkpF1ke4aWAhEbe1bTS/640OyoLg97rOSmlyjacbHyglKZVmlmCCaKYhIBltavFk13LVahtzXuQKrc5fSN+3rLZzcx0zoLVkdvNN3u8HPGP9PpyuU9hIRsB1LPUUbISkGkISiwap4+NJWLYt3om5lm0bSTLIAqh1LZPH+bbgDgYaNw9M+EKwz8/fSAA/0nuCK3cG4o5eFBXmqta4j/rKu2TlO+B+F+SUEiz3esYTkC0V+VlpJgrn5jbKQB+AWicwZGxQTnFtWmpcJhbRK8qaGoYRohJJKBUEbEMDqEmrBumKrWPAJWdASgSBAECSEdarEhIb/d4B/eXnIm1QfZvvBM2ugVwM/9nWf3cZHwHZcgHJeRsYs1TcmlBWlVIwpcKahlVd2Wrqskb5qtQCkaqGqTFFRUEbrUCVqxXImdfwGnGwXNVCB77stwxV6LwSASogNyxiWjt+pG6e/2L+MYrKWXWmQ+bsju5130zlrlouwkg3TbXhV3mj+n5NWzqXrNy095W7k/q4S6KYus/2llfxyEcWLzsKmG43dpR8PNCXen91eMRN9Zt325s0Hvh9kKkbxVydrUem1E9wyJpOv3ZQ5Yvqbghvh65uoKpU88gEQKCKNZnUASjDiEplGcFXBjJbVn7F8k0ijXL/Xut8nSq7xvOTCQK+ohjIt9azWN0UO/eJ07LaUgywoBvCedtguTErZoxWvmYS5X/zrPonN+CfLH6ZtPA+UAWJbV4iSjqWkzvkMkNUqIOR1JJUMYij+azilLPhwEpv1shWJtLVNfN2e6VmzGtZEFoBWvoWyAEEhBJekrlUJpJMk/fAm//sH7f8DP7zC2hsJd+y0UDpjVWW9O+rjy8907zajjyPr+04sr0ia6Lb7j5HmlkSQ7WslqFjQ0l4o+OmNEovcBTgWUkTJnSxrB7cU0++zo68oSlliVnR8OHIePd8re2ABgMhAHtbiRrESmnamGEj370Pr165RkEPO1VVEZU1dbPOuIWklLBcCU1l9sj3+jqM67gBLc9utRjqWn1N0YHdRPG6kSPfUJvC3dEbxhSjcUyTmkoZl5zJ8RBti1z37XdlrOT1YICnNTh5BwwQn6X6w4/81+/K8g56hg2bxAAb02g9e+qBNne6lE9pWaPdUPnm7dpQc18Bs1lfZCQaN6Ai1rbKWZ7nZPlqY7omXyU4UYq3m5Q1YFKNRlWcwUrCclXWgLtGnaeAOJrbcxsMxj/YLV6l2m0U1jXSgFznJ4VyfKAtF3QaccOUeRNC0cynwLFkmIGkBA0EO7tgvgFAyioF6q4va2szzweuhkhVGxxIvaUrBoK8FJhjDRSSSwUppIFNUUmgQES/qWZ7BtZ4q8v1hEfUMcw2mq2iDx6K17ugVEEyhxehjEzNpU3ZaAIHUCwNLJsEAAnqnEdzgAa8VrMqUmRVmhA1Wb3NhUYJgggAZuhN0UDFEC1fwZhUXEgJuQBAir+h8j5oyTlrtjm2XhY/UtB/X6HbzfY7D+SbC8YAeX/MrzKyRixdZjsj2MRozYz5DbYab0fhexqmTTWd0hct9dVbiST8MNfsfc+q5fCxFle8MgjIAcakPda/OWlcDPsjstnkqKr6/V3M3PVNubvrIsrENN6l+uIrO9iXAK+/vF0/+zvoi7fem2tCPxCsoaywPvyoW08Tz9ncvAuPPSU5g6sECNN8FXJX98NI9W2v3uZDFx6N1Ue9PM9vjtuDvOyvn6Bwm85asNLlCiArS6leh+nLHXt/u/VeX4fDPRudTLSRt1a82jLcBNml9DY3j2Llq9fMvZ8LXJWc329b/pPhxc22o9Myag5//+Dlqy3VEO24O0z95a8mDx6j8PmKKe2HPxjJd9vf/Onlo5799F7HyTeDvvGXd3gJh6SRW0QHtHzxs1ffN7duaelyvtqGPggqA6gVWgmlwHqpK92xmd0m2zxjTCjz8pbowdgqCPSk1DVlpVDtk6Bamj3veHHx8y0wC68ACsWFp+YCynLSBv9XCf0b42+93+3Ei8mru/9iCv7rP+gYzab6S+F0WtW9o+SVNVoV1Tb7/uM5mIvlprWMBJvkRqetV5HMc67uUZojvVpmAMVZLMq0bvZRR+3bl2d5qrJqtW0hdPTAn55uLVBZh/rI0Wmu2dzkuLr8s0I/cLo46/p6s2cjzYtehzenRSct2x8onSO6+BdfKiYfHfmzO2Drqsb17byEEExOb3RV2zsePdgNpjMPEt3DOmya4y5/F6fQtuYGORgEKyE7FmDjKcyAUF2FNrtD/fYsNt300S5xLrJEk5Nc5CfSNNyxxc6vk3XMm5xLIUb/u53rNaj/Own97nf+eOf0izx8YXSNe+MnTXd2/Tmgv3vPYjvWX7+gxLSdXpMJubwpUpA+6gpYVYs74EftjqaS61lC6bfuDz6bSlBmmKaSNrbH8hwMXVAZhj4cOZo6z9XHu8rFBmSlto15oJOeV3/xcutjcPzYvbhi5ZopKfDaWCUqAHW/L3QBlC14rJlgf7Al/u1N5hf4yLPLdJNohZqXPqr89hBFTVcpVZ9frpjKFaQWFVS/zemZ63IRtUs50jucKYaEnQGZCe1mJltEnl7XtxmYNkDZJTfMOisttSJE6OM9Xryoe6npF3lZg0pIbAIDkKaBFFkDXgCIN4mkjiIYJ4x1bWDrqK2ougkXiWQUcYGgkEAKAODf/DJFjg5xdc7INxJ5Mn3qt2K7++evZUX0foD32Hq/YVOrNVuHZAkQ4YaTklRDqqEFYmBuMQCB0945OnrytDt7e1NT2IV0P0C5lBh6dphiVRdlzeOk56t8oUebQlUMB5eXeT5Os3arU6ubwofYGbVv4D/cHw/5+mcFb1uyWqyy2zNH85ep3g9DKEBOTQC1U62numrvwJhVRY2gbqkarbsB1iYrFanhJs80xGPh5MkdMi8aK4bJKJp2APVU/860+aGr9Wgen9CRkgQu2lwYJkwivk5l8WKFquRbmoqbShbbBypf3BotS33P0DbfPppmYTNt+PRGU7C5Krdci29WfilBVJlv13cEdn7YWc1EyzM1xN/+1YXqe9/6+x8ccuuRZBbQfvp1PewCCPACbHXG3rHtCLL/99Z8zS8rUCoAPAmMuxznlGJP6h0qTaTTRlhy2wDHtlqPoNmQOjJGA7w+udwHRLFlRC8HXoJm1Z9o7l+sllAR4j68uoW41sAS1qpOc0auwfN6qwBqCvnFd8FsmOb/LQ8UB3neN5Pdu3DX2fxU7UCKc0xy4rIyk9hX4/tqZRIQF+bsq1GV6tzecp6RtFBMHXeoYqRhMuiQ9Z++HI7bp1FBwngwUk2gLq822l5TFixPG60fkB+g2hmvN8AzretfcK1qHj5u39rs3of3rH2y2WbMHl7fLTqeddCKkZTxuu7vahKJPhoqSHf8dn1doDqiINumVuP5zOn4H9xX423dJLdp7R8E83mVSwvXwq74uGXk3B+OLa+vPr/YqOpG2FlDBoBodqsdbua6p4dn896Ru3NgGa9y5x+/fze/ahar2IF6tOah4fQ8z+kQSqER7h35z/K38GHr11tlx9b3nj74p5e3NqyZTH81492WuQJCyBDRwjWV589vm6Y+sqqronncUV6sZdBzSa87MHRX1VjWzD+bRHTbtum+nkIBNwumaeDgfbu4KU7fJrYCHA1SFZVSntxWgSs1GyzWoNf3Tm5Z9tWN50EpaL/L9PjunCCPtJELvJyZhWQCWqQRmvekp+V5vkqyGusU8L8L0JmiCyBYrvkHASeYGs70hmmoqm2VUafIasSplyO3ZlOFDnZAqJNXP1sCQ5EttbXMQ5doMSkXlbY7qmsFRcKs/DSfYQVoFe23VAJ4JWWBCeUyQTLB0NIUXDLIpIRQSikhkBKQu6S8lrjdSia6WST691x7U5DoYtbqYpY0JUSKgjUYe5643cCeJhUdlKh2hzrUs9UAdzykBPs+2H1cKeST0SUEjobDZTXLWdpXBzfalgHESpqHlWYe9M2rVa2gBgtdLaWmcg0TLgtqsmw1/eefgu+/Z965PYHBnoFWcbN+u9r9vrd9uZhVmw+69OZzVgDzyBy+DpXtvWAWXVmPj8o4M6vMdsFyQVyicb4lqs7yap4o8rgbY8fJN+xswbrBMBO+LXNbNjq5nqV4MNT19utXpXLPZUDP1tuCN4AK87qqq2WnubXX4qfzo4VStHZBmhDvLm5SUmGfknQC1SBmFedlWGTdnvHhME4k//rOctTbQu4rnHW6e17QL2y73ytez7Kl+P396F89F6hhMSE1qrc5/O7QnELdKqr3ctDjBgRlJImKDdIiq1zd+XBQni62LgxihZVsJpjqwH5XpVGmAAyQeraiPAqVPkdx+pNAUzPxq0PF7QuZGpk3hppatRV1c47WceFoj1r7X+uzF98VyRelpuKy0uNsNKZ2uV5ZP/EkZWuxbQGR1FvDSGRfrv2HSm1qMjZEqmQ5M0yF00pgRzWYzTZsrTNLXeZQZ/Ns02+MVr8zOZvHvt3yHao1dZZ98FB/M6kGTFvfrhK8G69KLUbDHVtt4o/e76VQgFd36W3e+cS63vJcMQwEJc96XZgxW01443ty0BdlatpwWqlPAEWcyXStOJqueLN2t1hn3YG6KpOt7oU/X3id/Z6HUc9V16X97cFhXfuq/ptvbg96eDZZPntvkEbpmyumokyzSGVrs2UFfiN61i2+uT7+8ZH2cjlizsMKzRdYGq21aX/0EyZMrpdF9ibxBkpfh63ZRqfDtmvX6qok28OuTNjkhEpXx6RualaZiCw2om55F4U6sHj/9x6AVTXsd7ZFsY0LJpPbTbLHwTaVPcaxAxoApjdFmwNLwLQgRFeKpBiM1Z0eu5xLiEgm5HZbWr47JHJGGrmOPKTfrNJOZ/QuW4GqjAH4nSZ2IBDBo0Od1XnSUNiDyRLmU6Cs44WuaQyAnlIhVAg7CE27akfTtXIXVX9y7D8D8d1pcwPgQ0vsmLxe1baDje8E+z06/+s7YwT6FlxuibQCdFsKR3KOiprVAGAsVRVTIBki0iIIaQ0FFDKgUAUIIaQQAAEgwG+nDCSNxas0dnT67SH6eon/aim6rezvfbuggv7XX9BmV28TxeIVDoUowOscNEvw1ARWGlsjBf2eO3vvsFW2R6ek+xvsLQqzV74I3He3itoT44c0vQOxarAZPLg/ILerL0/XTw80/8i7/vkclApt23R6F0/pRx3rLsme/sB+8Tuk1kZtrEUvy8BmeyKXry40CohoimbTrGvS7sX5SO/CLzNFX/asP3ky/ZfPewdD4zDLz57bgY8ujWPLOFlkQd8tMkV1cqQsfMOnJyunWY1/EBBQL+x9+9wrbV83POaUHrevcrsriuliiR6M5+XCapJ0ybZz8Lw0/vZHefswvO25vVWjb6vNGedmyVpGnupgSwcfB5N5vf71LJuUf/K/PlqcVT5AP/+3b3sP3VrVHnU17eJmh9aJo/3b5wVD8qJc//BAf75RV5JPCixi9tHA/I5S1D57N8lowfTASJG3+/2j8uQKNzVgctSykhr5mVhvaHBPO7mNRhWJgSx5AxDitVYK+suiiIf40KQTpKk5Sd+/L7ByMLIMxYyas/5P2rdRd1rvWO/N4VenPuFFWqpub/6bLf4WyU+31UXjHQ7u6p7FJn49pRGlXosmdpVyJ88aE8o4emer1O6ZgMWyftIU6ZZc/NvX4x/sG7ch2XOnb24tT9Mw2DvyV2njk+rlmmRV8t7o6Os/PRtYyQ++Zyx74NHDzi+KpbxbRV9cy09c66nL/+5g5GfaL+vbjfzWfS1mXnZePxprDXCMNMfbW1qSN6v6LUhckEIgvoPzIThoBZ73g73LT6enbydy+soHrScJrVWxus1FLSb/39+M/4P3eMI801zdoCowfvHL8Pi47fcVKjKcgnqyec1xn1l7p9tnlvrxNG79PLub91LgNo4VeTRtte0uapHw3WQcY9zMX3RH+Js3MSqRvXtAzXFLOzu7msNB2WdNFqsKgCOP/iYWVqsnBVvteH/40fgmo1rZ3IScFo1u6smWD/Y6ECVSVGEBsg0AGegbIjbARwcwMvFVXmcx+DKWSop+9MSTLX3xRfb+sTpPrckqK6M71zKTxtAVEhohWJcq0p9C3czqgWoR0WYyUzTpiOIcKj8K9F8v8hKRtahziYOHrdzRSFa5j/edSlYGXq+CZbT9X+2m338C/g+lV5UbdbUuLbiJYt2Q2zdg9EObmNnsF/Rw6L+6jEYfPtysS1UtF2xuYrx/iKQCEQGUwjARikOwKCzKkQS85qISBAMBwd9YrCAkpqoMjnvXSWak5aND5d9dRtghV0tWS/bxY30zy/KKaK4gFDQEHAP00Ff+8EDt+ObZJ/L/+dFwqxv3XsdqnK/WHZCoIW5WrkoMM8oqRpgNU3+b6I+s1U1ZM/veLuWyev3Xs5EBcQszWntdpPWMgrG7pbB/199cJXg/m3u5GA2URej0agPnQUomifXldab5cn9XYVfvHiQJmB/MHvf1k+msch8c79L1C2SY1eGAncrE7CjD9RoytU0cuiW+i4kqRTXoaqyInS7sNpvXXVt/Yman2x88lvO+h8vk0lC2+tDv7Kpt0F5OmhK45Ogj3LpVOksow1lnBdozNQ5aXKcJTkLmwzraLJ7PcTDWHhi97x7/d//3dwDp1DZ/+D/5w+aUfhDopE7Fnhq+ipvwFrcdvsz/aGD988ti1FI8E/6qrEZYdZMQShBF9A3Fh225MoSqyPhXr62+QQc7Y6WCtUinGbb8oL6NI6RBR3IJYQ4AAEJcZ7PHxuhc0jdE6ddpXhu0JDJKzY7vXW42rhPHVrrV61Cz11b6KwtYy+qnEWo3d6evg8eD7HqmLSb4w/eajYx0KwA9Oa1kvancVLOQqhtSdBxQVkrZkbW+EOmebSE1mvsaUJCL0xczRbfLq0Wjsk7XBBG/+obpXa8jCc7YuNubnm6+9SAgwojV0Wpyufhnl42fZwde9d4j9Dstua7E/+2da5CLWTM6UNcq7EJoftfOt4QLvX+Av/zTVZLDNuBPtFZDLcteXU0qSie10tw3AmccPFlUslD2NCPFBmyxfaeKZafrNm+uK5XVj8fKi2lCLsvANzaTLUHms7//Lc8bfPP/+vL9Z+rhHxz18smzi/ny/5dskvtxoWe24GYmEdAZZ2s8VVtkaJXfbT4ELKxDA8dP72lR+OKbyu0l+e9oxWbZfAZaLoMVUX55tQ4e9rpdszfwRAHflehiAn/87MkXX56/38NVCuzBPcOzvjy/HD4YKZPT5ZR/8In++dvG1cSv3kitzbkBgYl/8lh7e8t+9jocDUwOxcsbwMFaJwgYTlpliN/FDD+bSQLAA8Qy1rXAKmdUu/2N03Vni820Kh637begdfT4obz+JqlBBfHJTWqMQKEb6/9+ZQ/bPbCg73m3v7n++S+iPQA+8tNrzIhKrjD3PNIk0JOi+Ko5VXVD43FD/aEuryZwp7fJFd/d9foc4zlFbMahRBq2FJ0AbKGGE7XmDmdCg0LKkkopgYRAQECQzNZTrgdmU9QIgg/30Pm0ANBoO1RvaqSSMofnc9XDGNeyI9jfGto93bnh3XrPojCZZKYHHBtFfEeBbVt1ZTMrmsKIsGJGNW5DQ6vnl1lPkbUJ6gZsQrY7coqwiBdr1dAUUb3Xtb/Z2t6HR9JVggyVy/SE0B5U+aZSjp265/cL/90Xa9ZBEqKbWQrzkLhadDKxP8gu5ooXWPNp6gk/90f1J/vW8yYzh0Tn8fVycOyTFAtLy+ICGhro25uyyTjW1wujUncbsajSvae+H9CkBCEkyZ6YftDOatGdXh+JmCP7OQCXt/bQUcbdvfoWtnBR0kkdAiG3ZbYgDzBuj/Q1qrnz7mzS/v2OFMHsLM1epf/Bx+PdqFKj6O6kpklu66iVZ2u19atNejC0F0XYC/SqJlWuZUIparGRqGWQq6zBiqYmpel67Y4XzStMawqr3pFfreomd/Ql9AGJgXFgFFcFUDXF3O+otDpnHhtaOeZlbIBKEAnhuojOt/azkVpYYOrjXvuuwsa1O2jfi9k3bMtNb0kzRsCyGVP27l3d9He+v/P238J2vAn6hqKSsIqVDSwyoqVMcNZ1AN2zgF5HzyMrsNcXuZGJzq5axJRJcDh0J2/S3aO25jg8gxCADDY7Austy+b0epIvXlzGrPL2rGDP4RFlBy3tTpqG4370bLVdHR/dvXs+6x53d4e6kuXM7Fo4WX256HtO1WAfkVORjwIzgcP3d8RiWbW3cvVpuvOJg8gWWiUlMDdMUKNVBW2bPThqfzPNl8vwJKlxSx23lPl1IQsIqtha56196w/+0+9reJWevb29myCxUU2vWWcVU2ueZ5lTCsr0CipG6ijuvtv+UQvMcZP2W0a0oMHHD1H2l5eQikBTrnOTYCmhmer04e8fPNkdnc8Sx/MyxirGnv6w9XqW2TutytAnND563/vNv5i8P8STi6TVGigmjUe6nS0HtQBDuEyApSnIol+8bmQtgmdmMpOujhxFFEhWVEhYqkiWaaEgZ9Mx95olq4BkSg7sCxmPK/ZiMm+Y/B1bCSXZOfKJovlhD64KDWU38XbXrG9ZwZT7ZZo77C7LYhUB2nX+xSadpE2NQIKYBgFW6MpAdaC2UMMcInMooropuQS5H2Lhu8BCulJWKZMeKrjpEsumkm1Z2VDVUNKEFwwyIDQiEQQQgd+2ssmmKVdJgwXqdmyOMW3o0wF5flnEjHU1oGO0YvxAxyebUgdGv6vGhoxM9QLtk8/h4ZlE98daZVZ0JX3ITf5y3hztBK/eos4D7+7L2H9oW4gfWWIxWSINNk0z9shismkafm/XQjapYvnFOWZ7baLIs1cT0iUQq/YS62dZy2tJDJtVc5XL0CJxJ+Aha+sKyzSHBLMatptiNQ971Flcd+5M907H5olJysb2GNs0AArnwSg/3/Cw5IqMHZwqVrKB9qZy0ljqTgXVNViQdlNzjjl1+F3rR73oD/rOC3l3om27xmdxIf7498yH4/n/4/MnER7JB+vzyVK7VV3ODNIxmVqkItSKO7FyiWqv4y8rAOs+t/5gP9Herism3ibsYKc36pD/6l83e0ox3CNQAXVU7Wr2fzPJH7WYq4gthXcCKDq/YZnZxk1aN4Thjl1idPTd3fV1FS4n8iZhN8q3vEc389JpG1+ARd8Cn7ggRnyxnTctM9dki9MBdgRq/+XsbPzsKpmKlorXK5NNkw98expd24S69iieJ1IRgCBwkbKqsnfo6udZ+xFC379//ibf9/jA8cpsm99u9tqq3XHKnBGuRWUV153IaivrZTSpgFO1TXL0SFlTvcJZ11CKRdNRDXUb3tHNJ/f8zZz2VD3foIvbaE03h/u71PM/+cPD5b86H0P9Bjttxtv3fGHBzS+nDKQp5c6jg/Hh6ORsvlhfdey1K5hf9xVp7FrlTbYZtKVfXxFrQKvuQY/mWYbR5vIXmU7qicIDM9kdghT0TbPz6qsV8QhH9ZPdYJPyz18tQUI1qTqBd/hhS/tAp/pWp3W5vgmM7dLlZ7XeOtTLsprNpQAK3aR5lAd2ji1d39vlmmi2621aRwJzY6j+6Pszjz75aPf430yuvji9UOG0mPxk1Oo+ZKu28fzrWf9wuKD4pikDCKKvG7Ni3VE/Nk3rwH7x8+cam789F4Us4lljbsDqZ0Bpq/OqNR6B3gF4/k22P3LfxNl7fXCtQduHJ5dN2tZQQTp1iSq6AWgbU1Wm8ZwtAEiA2IeLU5B1IMXAnTD1u6CpTdGz4Pxq6vS6xDPLmGcy9BV0Mt1CsEUqZFg2dTq+30rX8tzUynZKoVgkoNZgiuS8Bi1NZwW7K6RV00FXDRUwclXPh3m2PsmjDXRmWzDutPM0RzUSAIhKBJadIkXTQGoJA0hC85oLAAAH8G+ovKqASgp2HRlNq9KijACpyuOOfTbnWcUIMYCM3yS8AJgQro92ge3dgl7lD92schl/Ah0c4svCkNHcaeiYa/MYkcCQOhorRbrtmCVFOjFbFphvNltKFGhripTN+d2249vBwZHw++u7menkX78On3b6RLFdxO2OYSid4ouLfT+Fm7ivalC34EddM2S1JJNVfPjQRl2NblmSrILRcvuGH3wb5V9lmDXyYqlW0LH3odZ5/z3z8oSuY83oW7rq4H5qiirZAs2ypktWJhlfVH2dXZxn9wMxbDO4mYRY4iNOvFbryFT+cVH/F5/ix+uek85reCMyBigimt77ZPHy9KGynl6jTB3rfiFNxbbw9LM3lqHxRx+D6+jiXekaxtu3+eU2/o++q//6zDg533QtubX062jxh4F1Dcx5EuVEmrosABIKDrdQVYWp0WoVN9A5Da/qnAQtmU/SEdcUMR33q2tNthP5dlPYOq4UXXjKpOLdjqYzPNPUxdsUSDWsEQOcp7QJ6sZqQq26SCIsOB6M6iXocBkJOP5hq1kzwgx7r3rSxZ99PtlNjALn8WLaFXV9pERLcYUh4sI43vX0h0FbRx3VqYG1KpqGTraMxCDKmkBXWFw5QQN7siz4ror4YllzsNwgYg92dzpGzY7GJIZ89XloAPUk03hgDffR+uSa2i7OKsVCOsuDvf3Dh746vRNWiy/jXPrmCDi6o0yScXfHBrLotNvaWl9NnZ4fc30llIwjZWj4Zj5brNavN22HFwGxXc/3y69/tSh6wdnV9L1nx+vb8Gorv7tvk7Yi8vV1vTIZ7DQJ5FoUojwnqtMuu6PW0I6SZHsXqoJT4KmmWKtjukIBW87mGlcR6/bcjdNWjWlKJy0UfGg/O3359+571x6+te6JCKO+SG398z9/c//xiKUaskDkA17l5WW8+7jbDO8puwfpu1vNK2fvbtVWU3JpUzbbrA1Nn50WSOCciWAffz2pWUQ102gT0GIlR2BKgQqUn+wPpnfrqRRQRBVCXQgiUHc1ueN7YOt7PFyi9OdL/qEftNutskFlXKCq3ADQd9qILYXgjt+kMY2MPJ9tWwxbHffegXz9MkWQjjQURfzDNprF1bJRdE3Jt+zrZd01IWkbt8sm0MGOyce+eAk0OY3borZ8TiUQSMsoZZKqFU0zpFuoZgJAxAAEUAAIgASEACQ19PKu9D2V16Vh4lkpOVPbtrEIJSImlziVGIDiwMWaY8/VLrdbeZVtGi2qzHtGIzPBKpJRHTWVqDFtxE6P3n4zuf9RO56skY3jmrtYr3VyrxPHG5lIDBRoYGvg2ssI4ckmBaLaLH/vqEWhtom9liIKrquFBtr9iCaiRp7EaqsdRTAPVXaj2hruqYWpgpstOxxpFbtYVmFbDLwtuakUOt/WOQrGLX4rfvEuIbbSVgNIcVkKT9MroDeEiTzDCBz0hkNARCWnEJghG11stU20E7jrTrBSj+zfXT1+EF/+necac/S3yduNFz8JvNsuRJ5szHW21Sv56HvB1YW8vL6hskFNUzWi3SdeEV3ME52yMqkCu53X8K++nD349h5Tvbv1otLUvXFvEhYlLIgmTYJLghXAdUBQ2xeVAFCKRsRvz/0WcN1g86qOYspFE5VQ1xHchWxRNwwoglNSqWFJ2gaMaO16+avbsRdsdG2c2OV2m2Cq5nUuC+YA96qwMYfJwtxWqqLaEKR3oUbNkHMzZKJJ7+vpGLJLibZJdguoct4q3WESZJ2WXA3s+dxoVw1dxwFXxt12WSyGLmy2QFNkKSXmgs1FHgFbg1IDtwzoAzywBXZUD+jlTavk5uquGPcN2HW8AJiEzq5KX2rWCXW+/4jOVg3etkE8/fNFNqs+tKKXBHcNrvGiTQLk79TpUsDK17GINnBv90I10B7oLaZ3N6UR0B1Tsbv67bxJN6GAXHO6n12Rvb5iqPjo3tiTtb/f2iH8Wz17paNpkUEcpRFtllxio64drLcKgZUu20xXa6pK3YK2gkzf4JPu3QmmdLOSeWBxXCs1FJu35zPepY3QjMx3l5qWRiA+8hrGOgi4Snn1Zv2tR1pslevl3JaaipR5vBhb6OqbjdVvV7pFHbc3aKOCENQU0SbNiOqyhWqGZaU8MG/CUpTC7fVWl+GxAV8yrgp3E2c9H+65/ny7qlDtCZliAIWgBHChUq/1VVpG1U1XayvSGKjKqUTZfPlEa0UhggCZBAqrbkN9neTlei61VoUAS+5KZbeG7NcrNqE6E3yZw5CCcC3OdPJDk8UUlVLutFEaitVVFQytMq8cQHQLP1DEvFKbSoqENXaaK7XCVdbk0oJNKTLoxjlWiFBVoSgAAQAgIACZH/ZxBfAyU6YbzksNq8THrm/p9waoKaECTcw0WcVmy5XmoAQmkWJL6VwJWAG9EOx5DMKqg/B415vM804RdzXOQDWsypoJJ4WuZtJabemt1WatarDv8Ipy21GvFG1Ty8cycmvN73Qsov7sZLHz0eDkZNNR7dtiFBTQ0nZsp3RldvNNTKjWFCCnfdIm3yzLgyzVy5aO1AyAB13e2fCNxTrH7vQ04ZKopHh7ftUdt0WyRRA2BaOSiwoiqdB+n4G2rWjL1axYF8NeLToqjcXsm2hXg4UJ6uGTsNp//zkswPKTA0L/3e2h6N5Es2ZfMXeJP9xZ/+pm/OPW0RiGb2PrBn44Ckq9vpqGw/tB4LboCh+oxpVA6yQ7glwzVa8dfPb1sm0S+bCvc1ROpmneDHowjAW3B0zWqmQmkitcOhXGhudIYNpYKbV3c3ErWZuIzvumcmA6V9VQAfV7w9XrWczrrAaOhpSouutw8SYePelvbrawEpRqeYoaA+qp6tS4yNNomeq7bWN1s99Vr94KsyuoqLmnt6JaQjAK2HIZXgqcctDrddxGblKN7pl6UN76GlqmzmgwwjSv1uVWP+oFfLJarYEHUNM03BIVBNTW/KxWLfOiKfuam0r2e4+D6aWbI4frNIn5zqGnH/aoqi7OL93bPGto/48/fvrje9V58ue/eOXvd/PVplg1nafdGTVtsUWVsDh2FFZgudMmMXHquhn1W1nQz+b5obP+2VkxNIhymac9c/fAIJhfrjhMElE1pbWXAfx2tvZEzTGYgna7Aa0aolSp4joLF50M1K52F8satmcx23Vri0+FboCkRUyEu2ojitsY3k0WsgHf84PFYkkPzQZm6/wu0ExZ4lDbUT7eufcDKz99mXx96znqpWHjbah0nErVo7fx7tCIF5RvK6LjV3Ez6lWMiWKKkc8jrF1R/8EO9ANYvQhdjaq0ajkOrwTTAcxZdb0CDXi11jG0/FL9wUcHisiXMT3YNWlKv86xLClrZKFrbd+ISi0VS6SBRbOinb3v+spkEm1EfRunEqgQmkBjs3nYH3VBnFMJQJ3UpXho+v/x8X7/Y/Of/exLowG73eyrrWzZCpC0W/OXlVQB7/rwZANcrNo6P51lvb7NEb67oP29oONpUR4CKWzGNI8RCTkFSBWBT2DDbBNLKAiBEEsBAACQEKxWlS5L8VTTPhztzGKmqUVSKau5mm9x32vnCCiwgn1vmwoTKe2O/i5lqO+oVR1lYkXkTovdw9VFDU5DLNpm4FUazNs+C7Ay2SRGSxkNxKTW+aq0Lddsi8n1VFGgHtVZyR726OlXl/7Rs8lns9m9To+G1pI+amPN85d3i7cv087Tw3ZXu9eqy7vEw0V0oHVWs4UEaiHyOXeEO5/ROZBO0ZeqEpV0/epqo2rWs/bZyWX//R0fa0SgOAY6E3XDClnb0h51WtLUtrFUHLRxsptqAzuKRcvyltzEwnxwcNTuN2xw9S/XTy/Q+51E/zq+i7BSsSOYrP/HH9w+n1Qod/YxbemHjwNfpmFlYD2/Na1A49VauZyYz0zDQptgjM4XxUAKw1FbxztFVSNNwqpYS3b8QFtSrnMbGIAgBSiKzHmbi3bHrBPiVPUKqCtCvBb8wHAL6AECiWns3nPAXcpfrO0OGrad88tqu6V+S1VWjR3Y6baoOZBArkhUOI2ZZl19M7GadZgZBpo0ueehYrapmbQ0piKAsw29kdr75KeRUA9Sa7VpWPc8aWytu9dVeIdtgjYe0c73RsavyrdL0LZVMy+nL6Ij393X16cZchyIKEFtK9vWO13jp6t833O0wGo/3KGVFyeAS6oRlrYUx0D19WR+ViMjjw53dAoMyaLTu3gdOUHOU4lyMf74eLRvv/z0NmbIsvRlTSwgW+NWnGKYli0H10e9xV3GB+AygUgHqoeyWKxvCiDVwT62CFgUoLyttO0kdbXdhwhk8KPDve7calaT2ZdnvfcHg76/2xqxCr7+quFIlxD2HAvocJWkHix0za8tb9Gx8Dy8LmkoxS4Bk9tVf8TPZkDR+IoVK7vfu3doKghvc3N0qO1jQ+2W37zkSUodzE7DeZnrLeXiIvVaJsrTqrZ2D80aJTRHJoGFba/eXbqevwo1AY2kqvu6AoDlaOW85DzPeAgODX3HF3CkG2oHyeRiFaqCQ54ttLaGrR2HTrZNBsDuqCcYp4VkmoPV2jFMy/a+SijW1F7WzESSA/YIdT8S7s9lWafRw/fvyUXhLdR7D3c//kPDKf3LBX108FiLkulCfNxt7kLRUDwC1QqAJQTTUA4co9VyXk+jwOVFDrJUshJ35xmN85YpZrlUGogy0chGIoSEIFzqmFsElAAL9NuIAQRAkhRiHkmFommU6UBqSJtUEoFK2EaD4UyV50XC8rWeoe893u2MyKImsm0lIcjq1N0HgVGnQC2Y4BQKtX3vgbM5vY6uZzxkWh8aGeKqvLha60hX7NpQjDSKx53eBkCsaMPAQGW1UbWP9vOwjp+OtKuvaDmrUo47SZgndefbwarJNtcZd3uqWSm8kXFiyrxfKZGvchs0mSriDcfq6XpzNcfOA3/vT0Yw9srV2muZ8y+Wgz3Ztk0M8qTKGJQIQ6Dk27QdhwolvEn1qpCODVqvLtdbuNfe6yJUN0P3Thy56/bfPsyfv95p9CSzJQDdOlJvt9bn+tWJA3LVWJs0LpItG3wyULinyORPUlCmGTZUg8P/4cvk6YM2RuUGZGyd94De2TUWwMCLWDb1YKTEjYYUgrWSMuoBVnATCGYpqqGKYhvOG9NW1IcKypX6Mm1GXWf7NpMR/IVPjaR6+FT76ausZmzoY9I10mUGXZltM6ZgU/MlWBvXN03PEGp504RC0CMfzCESKI0oLMEAyvCY03QDck2uajDaSpuLrVrWPuaLpem5Dc3uTCeexYCYui6z+EYNWmS8j+blIHx3b4edrRqWgiOI1iVzW2C+ib4zMGYctQfKH3bJTZh88xcvDf1+SlutQw0yKJGeMTKjyc6Rjs1xx3f4LL36YjrV7I5d7B24i4RuCqEU5OVp2UCsdgLbNIpNwxuk961SV0wjyhHiVqvhqwd6eTsvR3uqpaMtcHUkUk74AniHyoM4e1uKQVykoCnumN93Xl9zq6W4R0OtFXim2Snp9sa5W2XvbvNv7St5insdpQDSNx283soACekGaZPF1AHFfHV2WeMHB8egpbJIRLXwxiPsj+NGoOpuU206quUgzpB6GvT1i3Mq8kZTQSpF1gQONmWdEWD3RBrmEgDdpDmj9SUls1gfAL1Fplc52Q8kARSbIE/dKrOYvfehVuQQ0LpBVIZzqDWu0hDKqCo0JRE16/mAX4Ouo9xdbg8P2jFl9nAoc+f+cMdBq2h9fTeRKUU5wATIUK2xtG1DJ9SsTm6/9bv99/+jwywhZ5tGTabZJB8cuqsCgK6/mIZbnpc1nwE1RzBwlJ6qbhi+nMr948Hiet1WUCNBx6VvF41QNN+COq4K0TDGNSwBApxJKGQhAeMcalhIKAH8rZKTXOWNrIgjLQsrpZS2QW/y5nd2WqfT1PLVBdXXVaZDuDvsBANvUaJYRXXDy7JxbITVMlyG2LNcgxwcqpe3Db0szZpBHYKW/suvo5HaciRraOjby8RqhNB9hK7Pta3lPrvnr0Ondd95iLTcK7UdLUqqXmA+T0oNWtNpfrXdQLpcvl6bxwG+Gv/dRzvJpXho4Wyp2KnsZNVcLVJWckMuIFH7jqtrmmVPb5osqn1DnSa5JHpZi8yuCaeaFA2FCGrA0/MZFXxb6glW6GqeVFk5dpjquFXfXpf1IqFJuWjK+WTe2dN5otU0KPw6H+WwmPt7X8fR15Nev2u1j2av+NG3lFe/PrUejd199eZWuO/vmI3c/vzOeuCsbbRcVQf3HN7VwnWj3U7tsc50ACo9LITiGzomYQUMBuAmU5NMIRBz+/KqcKXZCbTbdPO9p/3zRWm2wSSsiWT9PUP9+w/Eq2jzal7iUDWtPI/iRfXk/fHVeSpd3FRpXGUcIdUg4F2kaoh7wuRoqNKzZdzqgmpFmitqSZmvQemDeAscAHmEr9ZcbYOwhPf39qzeQNb4vMpGH5hbj8Qrvnu/R+aymVRStzpd9+TuZDDQJDOynOm2ipBS6PI8pdcD86+um1vcup1ctlV7z9aNHmr6zbHvnN4AHiWCFkrHUZGDSraBTTDSBzpYvy30QTDQ4fiH/Tihm+tbXBUiNVqBZXcdirQF1h/e751cENwm8TzaD4iT12WG/B52XGETt63UTQJ52Cwzw9uFT++n5yeCc+mb5N3rrOOWCEZlpcObctttQwVGZVWXqQANrjxLd1Mgb1ds0Lc6HccEYNTKqjjWtDqa1R7yiKSQuI0B1Rz3u+1JiS0ZptsVMJjY6RV1xRDhJbVUPEEkWUIB4r6NG9zEOSpraPhmuC3MEruuISAxPKJExhdb+uTADyfTwDQioHFaZArX1dqVmm/05O0qJYxhxqnUhQgbaTSy3VKuONIZ5YrcZpZmwxKVGtGLRYnKvFhZn3z44Q++fXB7/iYJJ8LUPaJr6WoN6mWZD4EPAGU+bzvGyy/naiwNYN/lFHH60GZvfz0FlEssgY3HEgA7+Coyhvc0EhWECYckQserVZFhxe+2RZEv41C31JscpBk87pocSMwEkbKBAnAAJEJIagTWQkgIAIK/zb4R7FJCGMpholhpCZcV2VHVLycbTU2rDAtXN9ueAQVyyHjXiUISFTinnMAERaBKs04by6jwnuxdpQpS8miy0WygGoavlvPZgiY6c+HbsPkPv4VUZsqs4dSEqtP+nfdOV7d5Hb08wU630//moqv4w3bFDvQRbz0CchGn+FvjxbwylNWhOvvhD/v1Xe4a1puLVCtFIVByUTObWT0kLeeDh+3rNzeFq7T7LDE6qGYxQRIgdaQVy8Q2ReD6UYWmGepiCmgq88IyBU+qWR6SLH0y1EYmSR61E6ImjSVCJU6NbDL/jroWLQb26E6b3lwCmCsfOKQKm0CLUZZXz5kvNf5FzF/gj8ebX74uJmLLilzq7cksffxHu2S1VTSzWpfuvd53/07n/C9SjeaV2JQjDBKzXVdpyHVHQWURQ+1QZdO8U2Wb7wU2q7HnMLdtXyxZWNBZ1Ywf+iDH12W5+ee3RpEM97tHOx1DgOSbu91iev524yDYfn+AYnh9Xm9zkaw0jljh+WyzpLb3eQONGgx2wOWJAJ3SXGNG9WZdlxRkjey3/cFRpjlmJAPF70dMAsqWs0g1qiyFoh0wGw2f2epGkV9epNf57+7slZdvQC79MQhD0FnRE9hHMP1gLv+ioeeTCwCUH2iPUPVGs/YixZlfZfUyLwJba7UHD3tGXr+dNoeWmqXl27Pw3kGAVHW4f9Tadz/7s5+/fD1/33cfPd7hBcUOHvhaFBZhYQAkg5F9db3p7Tk3p9nRAbJcCdMMN7LDo9MMfvjIupoUcVHCrRgNwSTklMqj+0o6AXWdOUDqAbc0w2w79C76bLpooV485+4+2rKcGeK6fZ/t+c96NL2ZOkAms3ioC8vu7fLAq3tXc6rg7W1d5Yq1ni9Ac0uU7iFjUcGRqRHVs5TKIQbcZ6owqxUFjO09cOKb5XpVDQ6V/ohgyyjrkqWIaT73kFCF6TZx7pWZwQpwZ8j67EYHRz+517pYzY8eoukt1VWR+LC9lXdth0K2mZejXWNNbLNWnj2w/vqbM4JiOuoruYG77O7sqxvnZH5TXic2rs5ywLcoNwRRASHtsA6hGZXfbbevSf3V+VKvlr/7k535GX8xZ/ceWi9OllVYypAUUiJU/f7j1t4Pj5cXyS++mF5l9Z6N81AeH461Ye/rX7+tdc8QQJiUSvZy3tw7IKKomAAcAkWHggMgJecSEgggkn8jPgbE09G9Iy1cMybEoAEeggklY0Mmmp8palmUWikNjvcGvaw2QgaxxSStU1hUK4Ny7LfNhuXxbAOEOB6gzRY0ee1aaKibSq8IguIXC/SiYPfOC6/tjHQBJgvFQCA/PVVX+4+l11MmAkfEMvT+r6bX6GQBGN102vMEsOlFez/4+O/tLHPRCD9qVLSUds/Rm4rWqm8YtagphjSv0rvYHjgJdi4npCHcwIXk1njQ3Zxc2pY+9oPLy1AQ5ROTXS/EO1V2UVM2tKpgi9hdj6sdDWjwTVoDC6A3Eau0UgFyvX39QBn88c70+HD1lVvKTAtk1GDOsAtDd89/c7bhuntJgiXF/CRiofoHtm5Nb4v7K2YUAqQ1JpmwdEFErN9s3Qf/s8eLz8/IRQMmaXfJ64YpJnGnNauKAJUrKnBy9937VlrEm4ZMK3AXqbmAx/tqxWjqomSiaT2r/VRXHzjaX6zjt2zDAZAw7XotF9Ilvfh0pZCM+PpTxUuGTkINwbSscCQD+RcrR4enn6Om1KyOnpBtVEFFGkhjx0/akeBFhpDqLTfQyqrcsT98v51DBH2hplUAG+P0lNlIybqtkXQYnMXJA0X6eyD2wREE23nvA/7oNwT8J+nr/61W/1UweBIpC8neBLt1Wbi54uz12qMwnDTxopyxVEdw7Hu4iibrpmUqACvQ1E1FLF+vU9rsDdvdUTdcK2bKkFNdEbWxG61tCKYKYLYGnm3HKymZgaezKid632xsSi3XmGxpu2Vxo7uSMSD5s53yF3egK6h9H0VzupWsnoiWkd4m7hjJEoFdxBpNbhDdcoZE42h2tg7eodaNMLtvtd0WuGhWMG2mhjVRkkgHdRiV0YJpc5kjZ9A3un5SMA1VWp61Cc5tx7Gsu+sb0OSDgRM26uRkoZtoMLRkUkyKCILC8RTf6S3TRGKW1KKFjIploOLzwmguz6XWP3xsPbXr0TP9ar6GANISKo58XYB9q2oaqTswqqzS0I6e7F4kQnOIJtj2dIaw1iwbfVz9/LNqtUpUYX+w276dbxxCtIZhAK8aSkynzJsq4Q2p+l2tRdEv/80V0Z1Dz1y93Oi6oRMWVjLH5Ol+N9O0rz7LGG66+yqeqXlMK5l+fXm9IyproB6Pg9lNrhSJBcHNlhY51hgAAAgFyEYiBDjFEgIppCRS/lb7KyUh2LiISL2upeAty3yRbPd31c/WxO/IbZZyO4A2kSHxLR9abpHm1SbFvLFhE1EMHa3kEDK4mcdaV+sZoALKF4UR7OlYivGRVd1OVLPYP25eU2M3Y9Wtc3dB/7gX5vsWHlvz6OYPWfbOcpZt3sFL9uP34n/12jSNCaMQ8gc+TlbF+Rex3VGUQ9aKGpeweDlb1bQgesqrwtC6WQbe71wtMrzCHb8kHVVp2cYGZhb+7M2rIUck1y4u8j27XjL31dtZ4DsPGrZpEsbhIDAGLfXBwFdg/cYw9BUAlyeq034V88661MbA+Me7a498wUn3O98zz6k4vQjSSVxo7ad7QzNexuXoPe/iqmk/PhCjJp6Ksd3Nard8uSgXxdFXN/PxbgLqOkxU154/nxXLaVczWqZrqgApYa1rKSnqbZGi/OyubBuBbRt1HJ8nyBt4SVWPPjwAr3Pd7YnL0+yrUiJCn9emZhjnVJurvb99H10tqte37xZ1tCUWYf0nbnab8K1cwixeRC4GluvsfXJAzs7W/v42pIqtYEXAJoOG5imQqpoyMN7dLVpdiyHdSJjxQR+sCqNcff752ih8AlLo9i0Ke2gm3OyegRJprO1uI/TsB02ebWaW3puJzq/F7KLuUOefKr33bfp0ffMSdCESDPdtJltxQaUGOrB3YOgTtrqZ7T/QN5PEaNJ9R9NVlCdVJwAXd7fRMvMcB4y4U0cnt4UNzE4WT3PAjgfbWujSsmqt3TVWN2eOQ1jMR/f7s7MTbMBr3mMG5ypwXLGYbQ+PTWWZ/+ZO+W6nOY9BmUOzDQImkCayshK5xJ5NKVUIlV5VJkBri9ywA5jd3C1OTspA4LZxr47v1rLDDKm7Eujl3el15+mgfrlBnjno9jo23xQlNJQGAKdl11mNI8oO+/T8BmJ+cxN2Ap9VsJQsW277A2I60AOwZIAXMEyzADV26lWeE9E7XwFyTv+Xxx/9s1BdnOrLJxdJsQ0ZKCggKlyt5bN9UCHt9iqz7mm+aSHmLm+zatDv+f7dzQohzCEEQIlmCwxMwJvBfe16FUKFH1YggoaQvR6lU7qwkVZ4nqDrxZRFHJqe0YHl9QohiRSch4K+kPyRali83pR+la7iokhp5iMW5XmGsJRiGWV6y5PMBDqiRXy+ibGiJFHTUgExAGSAcMAFhRIDCYGEUgIJpBQCSEkUJoOukrb15S1d6gBo7F1d1z12ljaE2tWGKptq3DXtoXF9u5ImhH1lfSdALFoD1RjCzcm8qIFz2AsUHk4zIa17g856S52uHijrYrIeKbXHWevB8PNvwAedh+ZFMuEnaMUWXy3VHvGPEJgtvm+bd5fJKOQ/22x06KAkkkB7UxSPBmWw5KK9vx07fixXKfQejEuVm9N5dFXoLYoOA3q6cNxB76m+WGzK62U0RVZgeTfTv6UTNVf/6CG5zeQvX+oGmN0fg8swbaIK6E3Q7ytxhmXDeRXd61iN4lTlwyftT7+SimQh5Pa3H5QTpC3lhVFk3P6udfCwjWNcXttdoyNhFPc7N2HH3kRS3eGf3w/oYvHZJ8f5ne0lStfT1rkLX24ZVnVfI0pTNaC8RufbtdrQjkKaFFcF01HpBaaOQffBe+Dt5FWs3YRmI/2wguU2t18kf716/RPxvSrZH1XvqvcfpJL/5Du9tzxPF8Xmz85ktTX6frfmx98b/vLPb9+7iP4y5nqr7Kx5mxALMhqmF29f/ZGinnKVdTt09U5VmProfv3qpvdI3qBSbOjeyLUcdxNKREl1uyUCZExgRYMd3B95xlUZEteRleoly3Reli3asfTD3vNdM2/mgpL1R/gJuBk082MQXnblr74mZ/2Hugoqy/dYJdKV1NXlg7H6Vsg8vPdgb9WsxTaSzDY0NH60p2B1HWZXl3PXULo9s60MrgT7y/9hNmjhUOo/2R18fVGVbc9O2cOaFeuVZohFZozasFqUT9VqIgHDrbpt2WUCmxIovDOw4rN1FZZ/53e6n59EvJadHlMouNkIjaPNkktW9HPFAW6GUOAIQhQqSq1lXl/O0347/Vt0+3/+9OMxpE4TcX13x79ssl2eB4fm+iJneQlluoojzfexay0bD2+LZtt4LcWzIZyDjz957/N/92/ee9w5u9ligHRF2T9ugSK8PBe9QDPasGvU5Uk1baIEdbqsHEN6tk0GcPyb28vrpvCUQZbdzXMxBCBvcI0UW5Z/dg4+2uGPvj1aP19+Ua0PH/L+3g5mpTE4mOkBe/sWYiQ9LLYWkGHrwWi1ntKtaBnotdBc0tG5ukK1oUhfM/ofq1cvtH1Y45wqkm5rpVC4KBqNgWUlf+K1C8c42SqOWDZpxHVtP8An7+o1EFYr+FjFryf1FhagxpI1SlE4pppkdYyU3nEAwgQwKiEACGBABScSQymhhBJKIKUkOUA9XrJa+CMzb5mFPlDrqu4RkjWdwjFlm91xc2SHCvI7OBRITiNUcrvrUt6E80iBNFOMzse7tMxf/4uJYqPd3+1UubxbLGyrsu71+YYej4xG5k8et371l8uDnVruKu3h5vl1/Ax1FxN5vc2ePnJaXZ2R4r1vQ9Uj1dfrVr+nUZiK6orqH9XF7snsplR1G83veGY22DI6R1ou4DaRncMd2ih3cQWH++rB0+71Lbg81yTwkPmoR1haH3jY+OHer56/fXdJbVdCZJkxHqrQCZTjQWHui/O8SG4FZvjnn1dJKVwHccscbdTcaTVxERQbksaFMnlhq5pTvz8AAQAASURBVE7ipQ/MUiCnIKORQdxqF37l/c8fXf/m8tGzzduHeyvNLH4tjO/vGIVyd0HCu40LgCHXXb2t8h7gVXfg1Ov64EDRMJim8FfneWX2V1fgA8ucEsF04+FI/ewuHnx4sEPEe9pR+KAAZ3kyxwdP7fM/Pfv8c5G3EfGU4GBYNhpO8skiYl8JUFPYQnqOdME5BClFoAIbDQSacnYQ8JNLsSVu1+zpdDmJn7x3YPTEh1VVs1qJstcFrjlCeVbk0IIYAaEhwbPoKpIG0phW7JuW9bPoMOIjK5xZ0Wl4eBEJ8Eid73vk392mFT86rNQVSCq+f8xkcrtuwVRsBOMC1cuC8zfLA7drjv0iLRdx3KXVXtsrDJKuWBQXkCSOQWzXNj2PIKjcFi0LbOs8Kl7+V1/hiRC/1xygDVYgrWvBqtq/LjuK5Iwl3NetLoDKjl5u43Tk4SKk47FVxVya2l9eIv/AO0jjMEdQg/dbvGDAfAYbKuNVahI7buTxcfD6LcMEqEnsaGgfwV//t3c8ma+fzIeG8oEZTBRt2GRJFN/w1sDx0sWVlM1g3NN8F0oTGtImoJRsvcgTQg4C/aIsyM7w1XnetnUCoGHI50ndrfn+0HY9wlEWyVZr0BfYHz0eykWm1p2jJL6W09MmBQAImG5kF3nKZJvdEWkRyTTtJzvKbIVenkcrDf7hj/fuXiVkXWR+r+LgSGnj3/sgSeX89IaLrWWY2SJlkeAAbCvBzEaire33pusSchzc1z5dr23TaLb0NgF3FDx0OKsyg8MkgYc9u99T40bhPL+eJo5LeIGu50WNSDvoPT1sm2F1tKNeZlldphxIAWRTcABAv6WqZlVGjCtI1gIiSKEEWHAOBUIAyr9pS4JCJhmdLVfKwFnMNkRi6jhgrQvM65YksqEUWIrqNIwzkEa0KAvFNoiiJLM5aMpWP6iksLfbJpFEhyxfqJWy2eTbDXrZatPR/Z39juE25fZkfZnd/5FhQhASvOHbW1h+4jWoICh3wkydAdsk+dZKbQM8+jZZkFK7jR0b7gyUoyFxLTK3DDBlTuDAzWZpkyEOIbYI4rThEpK9fgswS0q9GdltezQMk50J+7CLCy6bGsh486TlzktjMZtqhrFj8p1iPXSpWVY//0JHXdA29GUkDN2ADl7UUEZGtQDwoZ3PYlUKPV5t64oBM8+B0m0AFkltrbTgIG0oPyvAemiV9IB+oK32u63F05byo6PZl3kFySzKzd2W4hUj0yxuqtqCeht//8eH6W3x5nr7iyhmR+1w1sCY1xDtaGrcFL0eH2yktohOlvkNLgeL+dhDZzdp/OtJHdal1Oo8CUSkzWyp0HRZPTlovYtRO+A3KnB1pCaiAxBLKSRAVQFVaKvKBWCqgUygq4jsP+0rmybNR46qPetls7cnayHTom5owk0pqMIILjapS6ihW8ByA11brnlvqd+X7TencaDdHdRMbL0TUNV/Mlq8rBWz/Wav702ZThOtWVqY6iuOqmxBga2pB8ft3gGE69X8MkOGumeGmtDirFB1Fi/ugI6DlgqFZeiWpWqAxlKzIColrWrR3AHQcQfYetPULVBhnQgAiYZgPqusjrMWJOjaRUXrAkOT2X6rYWX7aPf0qlLMukU4XmUMgYN9fblqKEKeECYCRQOkx7FNNYjWsey75rrI4rzhWaVaeCgbb3T48aNhUbeaDE+agsvWlstWqEA17wRm3XZ53GxYGMii6UJeylhVjnW4kuRq1lC7cHXN9JrVurA8r0zznlF3NFA2BaDQRsB38FlWrSarhsvBSJlfS1MnB0/I7QrpRNdKkdltlhVnWTYa8PmGt3Xy9SmADjzw8YO94fm/Oze6Pi+2FDe9Y7KeotPbmltu7/3x+gw0JVYdQDJcMM4BJJy4QyspKEGI66jIS1kJsYaepo722HAjtpUoEJpTbio6i/kVzwsiqriwFScJUwXHAsMGAw0peg7outiklUmyGMhcKhBRhOXAsv0HZny3tCQQEkGMGROAIMoAQoD9FpX57fsLsPUmYYMR2hDp3VOMUDoUn27owcCGtzWs0kVlVHqbOPYyzDGWo85gEibJbCOxBK7WG2vZbH31V29MTT0cIcJQfDJbzRhoD2/fFt5eRznWOWRxZjVmQ+97mmor4WxyMs3KYt1hyQWnHYjJZoTQ+fP18sBYAqHmkrrb3hi0LbxwamqACisvz8pOVd/7vePqS25sU6boYs9fROlD0R7stCgXIwqa63eOiHeVsqZi+HTvjjW/0ylk3ZTzhktyNWs62Ce0YA5xPCVr5Nkr5ck/uHeWsJcvl7Lj7rXUyy+2AKqOhxw3ub6561Y1y2k1L0Et0qjOSnbUyTSrXOZx1N7RTlJ6oXcfpvHpnTd2XZYp61XuUr/VTYuY9drPHnWCsfp0gPXrsPfEMSf16Tzsd8zLi/XLJA4GbLatnzwxlFr+0aH+z17nJaZvNqvKU4qiePD7+9cXEQOb6XyeAdDrAq2xq91unShMyctIv5W5VtIUqr97D16HRVnWvRJ60CgAMAi404V15Gk0yxLcJqbTc9OlHlk7HVcZDI1KdPafHS9+eU71lUYzGfEI2DCKa1Q3UMW+AqSqmL4O3bQn4YuSrJL/S7aZgOkHtfbdz5h/P3u7VX3ts36jrWwUaGqyixs8mvz09WOXfx2C40O8T/jtLV3ebpZvwvaO5Sr6keNEaal09O1tskhQ14GDbmuxEPt7utFT0puYVnG7bz7eb11crd/bR5dSHw/bFGdgreEEMiJ1g2iRZjQl6xusNoXRATLetapArmZX4f2dfrUGgJOOVsOAByb8dKFf36gDholfqAiABhgqqCm4P8SL2u+5NjeggF6ypf1WV5Eg6HSe/YMPHgzINEnlzVm/UE/vpG4aMBYVLUhbl5DrLZKustgGylpDQjhdentRg77R9xyXDD+dzu7tqvcCe7NttKIGrhjcc9M7VpegO+q4Zapb4OCRtm3DpmmGHXU1KxUFtaEDE7M/gEipMa98X3k95Z4KpGR7bUJb5m/ecnEeHz3bY1Z5sijGLklnHmnoDx+Cqxty90rYpfr+xzu/+ubsu+8HX5ypz37wlK/zm7gMo61LUJU0tLGi6d3+GCWNiCcgLsECgA92wI6mvbqDIW/YkkKn6Vg2UHXEw/OaAyCPPtmdnbDfnM6VKpa2I6VumqwMAUZC15HfQ+vLaGyjigmiapgTHYCGcsAkkwJxKcS/bxi0jLLIaSO05CwlnVb4m9O/fa+d5IaUjmEZs5JbLd+EqJznWgEUBW3yqpQVhbVlYwrIu9cpEUTTYJ1Uy7bX6vXTmKF6pkerdFNhnyxmWYYAxKDlg6ZtympUu+1gjz/9cRajvFheJ1ty4YDOioafpb9z/PSsntestG/k8rl8XvEybL73DEy5fHhsWhX65qdf4Lb93jG7ukFlGH1gIIUJyYp6uYVNyYrl/N30o0fO1wUcP6gXJ+HCUJuLWVcHqEa/Nz66mXeKZDnhlSE8FcVWT//rXy8bITyISiFfnkXAJgPLS+bzq1fL5nhvsGeu3q0BaqUuUKOlksfWXOVKPrC17NdbL4dCV7Q7lDOjD5V1Abc3G2ln+KXYw2q3qpp+r7PrsDjTUVHWS0qE/mHrq4NicQPavPNBEP/yp8Rckpeh3CMl1WSVqulEyxVkw+Y6q9UyJij94D98/Ppfzt5Map+wu1ebdrFK3AKwtt22m47GRXOTlRWHRgJAzVceUBBQBH5/pK0X+emqGuNg0WS6xo/9AmEZ1WrJrUefuD0u/s5DN583Z0XyVcQ+zUWJKhdJTJCpOx3Vg45VaTK6id5ryJUAMzQFAFxI5UN3vN2x1Zj23izInubyml9dFbVOd8f2H3/n/C+/GP94TDG9+uVy1DXiohyZxIQUYzSbl8e7ozfTW6SpQ1X4HsmzenAw0GG1fTs1FF2z2WqeVDpsH7cjKY+4IHUhK6XktMijoW2vT4DB3AS7TYNjAtSHLXfObi9DpHidx4PjP2y9+qt3nYNYskIYzqfvZLtLg/1mkMiXkWwQMHTCMEMNuEFZRfFocHBzivxA32PV6VWz98D/o2f97vfuO27vF//0s9sFKVgaCJ7FWVMXpRCW05pvMyfdODsHpNmWyZZpBFGVaAiVROnCMsmxztOCxSUlzISQraYZqMO6Qgd+s41qZuoNL/I7OUKWcawoui6uKRZaWEyzqrq75uoKfHA/sDT9yGTRll1tSauj6Nvy4XuWSfB2Ow2nfHwvkEWmpNRRwNUNneMHBBRpE1+cQYryrw5hL8nC1amXALqubUgfHNg1cylWUmifLiUtinsAKsBwcdERVoODx/7iIqUxAmMTx6rSrLdRI7AAqonoadYhMkZ1ArGjIVXA6aokhgIBolw0WTG0lbBUhdJkGceUCQVh8FsaDwn575cMAMSMyn8YyM0qXTJUhvGbwHzTPsDRUucFxVpkya4mLMAMr2WY6rTMQBbZFa2gKRBWmm2SVUbP7gy98PV8cbepmLev4gcP7G9OZzuD8nZ2tpa7XakqdaHaZOeGbXXYXHJjsO9sS60VrY/Tp//pvfHN5eVnoLWTjix+7bn9JvNukiGWE6ZdtxzYba9mpJzV3LTaeyj19XevE+/eyERETKvMteiLmy6ht9P50z1lq5q1HpAsar25o7f6RRzsNvS+ulzebcydB1cnlTQ1F8kRyRUNEQC/daxeeCa4rO8aMHLwOiLgMgQu0SSpN3YYELnTzr8JG12NUHPwYUftG8xsZLVqxXGyzcc9RZxT29eh7WzzuISxOFaVJqMniXp9m/qdTI6GPLQnp1yuLiD4fOF0/hcf9L5PjXUbfr5uFRW7ol3cuSgwL1ZStYY2mIarZgfB8Krd9QvW++W/nDsx6OpZrKPxSAaNYVxvUjO0cr26StERWc65GtFawI7rDUAWFWrXwPmMXSe1Y2m3RUEwXF5u2o47EsseYYbact5MzHgFs7PmbpqxHFTyPrCkaRd5LC2pWFZZEL/mNVKGwF7sfHxdnoriDQAgh+D08XciM/PWy/o8xEzLkc6SxOf54uwuQCTG4/v2MzS7WOAq3SZBH2LfpnWpqsa9MdzMN76tMsFEDYoC7LrAaLbXK2D2BKPFYg0edexPJ6IyGFrTmLvDAYCNVOtiyQf5TJi601CncsQZlJBth9fIN2WumtzrNd/auaBzHGweHLHVrZzfwAPdiu7yX1zU+99RP7oviyVgCLQ08HWCaOoKhjY58B4EV1/c3BsC44EVN0UEqvDdBlsy8LXTG/Du3Q2EiJhMQoxgIyg1GJeqQRdRmM06w10q5PYyHHUHlueGEcnUtEorZukKzYGszIrv+UZbCtRSG0LUqDYHyI/VhlHtJhNZGrVIUdezrfxgX5uvq7yrjhhjGq7vwKYQmk56u0jXi9UEs20d265Kvd6Rv7oNTQ3GGlMVkzwc7DNy8zz2xuNo1PTnkGWxdQgmvzhvEOk8GRi6frtaq6pe3SyDjmK5dbgApyFYgDwQkFQIZUwKVpbAa0FSq0w0SyEpF4etILjvpGeLSc5KgRwiFFElucQAwJICApkBIETrqESGrTZoYKM4ozXCgIO6kQBjCAQEAkkgASCKUDEGqM6RavyYGVe6VJsaMB6XptMCypYah6raVbMqz+ZRwwrOGupZME8ZY4xDTGTfgr09+/atxppY3E1/9DsDZvZRA5v8WmGsWaaL36ZyVZ+FDRevpdQY6acrq6I6oMWgak1XGwpK7VvuSZNGZ+HBoeOj7DQEM7fbaSnrVDYHtmepixnr8CZYxNcjr6XxyXVaZ0JfXOjO8NsieW4HA1+Ne1bN0A/blvOyJKqXbFClyBkQro4fjcD6I+Ozq3wWljsP7LdZMNTTu5OQIb6pGZTVpmGAs46iCWCvxOqoXHXU8bzih/fgrQIYM5l/GHV31A7bgttu+PW8i24bMpiargvAeeSF02WMW4maY+EaoHJq6xBLNw1Xob5hXhvWx2D5Px1v4aRTZdmteXMHjazqGtWBB2eTOuGyp9dEkj1XvNvQbRY7OiwTUKBmjIw4jx/8o2+tr/JXr6OWb9YLPgSV5e/A56eAqGojNQ3yRNxB7DtGpVvNsLtXZdnpeegSnte8llusHO4qvEyy7aWOo2ih/+fT8C+z4iNw+HfJ9M9koWYGMjBQVZbykgks65ub9bESrTtj291xl7eJyDtES3S/atZrU8KJ9rjl6DlVTC2sUiXacqxJ28JRCajD60ugCW4Ts2Kc611LvnkX6SOnLyrGQEEMx1E0W7mdxVkFdlS2nFS9wF3pYmdXLRYRPm6P3SCMIxMVjd+6uSOKY++3zVD54b9tdzTv8+iqsFQc7PV7q5Noi5y7aL36/PHOfJ7DJAW+YKXaFmb++/8JOP26+cUbcL8FLNP681+nYelZgdbSyfw03ntPVdrky9j8rhkLv/PNJSgXr7kqqFRTre711NU8R2lRMYIZzfOCSaUuWcwKP+jUkLF47fc6mmFgWcpKgM1aKrxSV/tdul3isWV9uiyQTXoBZSXLKjBUKHirIMjpsbM7EBQu68g+DNoPO8bpu0m1Ki4kGD1rvvWs85enlc6q2TlAJhiOfBKY159H9x8a0+uJNuxTXllDToajy01qzF+MlTLLtc08zCV3GOy35Og9mGz9LEpujLrv1mzGAgknMSV5yQNYrUUAwU8eov/mXVnLAgDaIcBmaJvjSkZSSAMqrKwmC6i1tfKyqgFwPG+d14DXDACLQMNWuWEXRW65CmQl4wpDGKkc1ZzVRFEUDgAQAsl/75cpLPSvJ1FLK/96o5y+gDNCHgz8llmoXXUTMyXTUSjqSnR3VYEU2rjGiuRZhmARb/iw7wUP9oqzyVf/+hzVDeKJv+98PqughgrDmV9bvg5kVW8agS2Yh/qQcyQzF1N5G/mtvjFNBpYVRWrqOtir8wEC1zem723SdqIo53i1mlP1Bw9Cq81fV75ByxaTpNpeCUu3L38xMwD7zqFIavD7yupnL5D5eztVut0lHXWi+nR9Ntt55qtNTEZ7etzfmTrRB9+vxJXYoWBkqus1ucwqf1eicc+uMiKUCuq9DERcUxvNj9aiIgwk00t7uDPI3kbCbhquog3jWDW8wTFBFVk/7sbTqRY8/iHvlKvLU14Ymp7gR4cBVPP45htR9591rCobjw2y6JiBl++w/kHh5KWv4KQ22nv2bh1+83X67mLekf73zNYFjb+5S6ZCqDrrddr793qbCiMWW/PNybVo/fOvCtx7sudBjQy/29/cMnEdPq/Et0wtaLnn60wBva5tvcPMGY7c8SC6WfA+C+iGG26pOn4vYArcnOVOsZRKcrWs3iHcAPhrcLfLnO/qwaQqBwzfCcdGoHsfz7PUb1nn1CEZaxErePLRXhTEGMDzV2i3QG+mw0+6m0mDOUwR5Dnn0lhliWnoopwGT+zzjbBUUkSS+zwI7PVyIxTQa3igGhvIj3bAcp4VSVYahg2zr1+Jo8Nek8brk8KGEj9sWWFepaDsWFVbDFMqz5Ft2xzrX3sfqj/53vrP7fs9y2J3H+m2E4e6WMu5umsuf8bwbKNblWp5irnhGBvvTqVi1sMuaLnel5ee5QKZFAbXeEu7ulnrfdNzwGevJjtPra+u6/s71BnCq5d1xbDfCeIdrScTWixZljdJmWPcpJECzeOuGdeUAuZ6loocV2qUZVhwqUNcpAcquJhCS5JJWY5N5kC2TVHHUzwDIA7fUz65ZCEAsPa1NEbLTZjfpqijqLppK6A/sihlW8rSBd9W4L3HaFq40bJkt8nufXNe565u87Cqh5rwOptvKvU+c/m8ooWaE5kyxcFt27+TVdrGSLi8SG3ZuACtyiZmnGgAMtDLpLWnXs6aPzuXgzZZbotCgoGnqibjRbTlfNjWG6zHiYTzNARURZC4fpkXtCmRhH3N0LrKdtuMdWm2lEYoXOOQI0sH0620IC4RAYwLCeBviZm/sVh12a/vUk7BU98cGubbkL74aqkkk+Ae1jVTAOIdeCpny6tUCKbDJq8LxHPeiKDvSCBAWpaSQ4VZgknLYZw26iaaToRqOoZea53vfth+fr18PV2Vt5Ha1TVUtXiq1QvTn9Guozta2qQKrMSHFP191/gvV7uL/osTtwDiNor70HvY678u01lf1EUJpklksznXg1U0bhXfPfDT6/n+AK5T4+FDEyVreZH59CjbmgVpn1Htfd28y3NLnef+9KtR/NW+/pXfrXj4d2Dud4LH7ylRT1WJjjUd10ATGKQJE7XeFFUsvY4rGTWQVDAAlHtZg0WTm1BJ+Cou5aIRiYkLKGUPG4fdPl9fq+tIbfT1wVsD2nXIoGrRsMxirc1O+x/Fg198Uf5UN+pfxnvvyVfLSbBn3q7c5DJZ6okdKDZqZetS03EL4q7hRUY6jaqLy9zpe0/67qYABCaznAQPrIKClmXKpTJoo8kL9g8fPgRx/GLetExLIjJnlO27tdPlDe6a9koGdVM7pfHM86SGX07WRr4CNPgpEx9B7R8J9f8EUgTgfUN7Y/F9V71alywrjUNVNMBvtW4WFQfbuspbzk66tSKZaNtI21VvE6nakl9GqIurskrTlSBAo8jVC9BuJoo1HpAHo871dBvo9aqISVPyhHcxV5CS+rYTwHC+tRpllcA2ydg62xkE2ZbxinUHRCnFdLJBbQQcEFkNxMx80B/8RS6Qv+CkVT+f/+cR9awrGdhybcxWo9VaQ2HlW1e1co/AYUW4ouYZlIBiTxsrernJOjvem4mrRKUldfy0k96khqNzG8zukt6+naTTVbTTVCyNpXK7853f/UHQay5/cTKL6sQus6RSKiFFXmfF0Os7oizyrMyszsCoFYAoyN1qNUtaliqk1IBDwkbmJQM843DBwAdDAC2xNmpqgUkpO1jGFX98Q7VWfrE/3tmNTE7Jg8B4tVpdsuVp4tsQAPH9h9pJTF+fCmtUSEX0WlpUNVVhNXZAdNAK4PlNYT8JcnJz7+NauRbFJ42OnObTtPg8zjWkO9yOU6aWaVLNGOhbcsoUjzTnCdhURJESaLDhmq129vetdXoX143JRa6BoaKIRFUcgFGZ1IILtWerFWerqsYK2NMRxLiqpCYkMsBkU5uGyiQDFBJIkMSNkJw3CuSmQhgXQkj5W78M6WBn4C9v4zrrrVADuMyiAnSwJhK1UX1Tq27zomcf9Mz4kpU2Y2pDmAJV22uZWbI9vQhV0kAVersj39Lfvr65mcS6wkUS+05n/PBxe9cLahSE2boWQrEXqayqtUHTvRZTpEAbpVzm9rFW/4Od0YgserYZPv74Dzo/f/cpTdy93QeG2SJRTJrNxau6v+/Hi+r3nxjGNnkSqG9/MzEVYsjqRtUfOvTdp6FaGGBXqelhyg0gzsPKMmFY5zoE246Tn+7d5U/ooZ0ebEXb77yDhnM/cEgTTgszgnhVr8KtnlCw5v7QcWh8FerqMNoSrR5o+ar2aLGOY1ULvaRer5PqIlcAyLt1l0VJQ86SKIs3XcMIF904kpu1cG19DM3pmZEuH27u5iMDN5+l0SLV//eue0SbLxZlhIfm+MjNzyv+Jly1sG4y6faVqUqu52VrDL2usliU6bZaL5O9J3u7jzpxyAhtqkSmJWWbxiC15RrTtXzaVqaWXsPmIcfQEhPH6uI6ycTINVN2aPWwj3G8LepCCNrcsPkxuJcDTszsP1b9eyrK47jKIOcsheTePT8NNdTq23lzaDRvFtCiYnF3ErQQ4KSv4yoLKmDIRhYe0JI6r2viqU3T8CheUY/0B8/GrbsHvW44VLPfzJbXg0MQvWNjjQw0rlhJTVkP6OsmnkWKMDUC2EqIjlLG27A3cgBoFEcdB24MaqDkWNo219uxdVECmXmauipe/Jd1ZUH8kyKc08F0zuKPenncZVWnAsiTZalrSlqCwaA7y8psQZ1+m3gCa3q9CTUTikrbrIDf85aRsFSKZbraaExD56woQ5q4jk2r/Obl5kZzXBovaDQNYd2kUW1g0iZ2VbEKCgmMgU4AbwTTDTVNllsPY5voLF2lthsVzLekg+rrlg0vxBaJopR9H9x+CPLXIvE3N/ltv6yfhKzluEXmr8pN+noJ0hT4QOGaUP3+QHPq+eYKjPdAEbIS4i0OiiR1DaKpcrgvb3gpWjhTCtSKP2vRx8/QnGimK5wfgQfnVGWgruCyKhsKeh6YbMGbGwkVWmTYR5BSZntKqup8WS8W26MHhuMG4Wl0k9WDkemkqMJ6TVeUoLLkCKgFZwxwjIBhQI7UtkeTZU05sAiOALRMAiCqSmTqiHIhmXANSGvJpeB/8/wCKQExAv7wB7U26a7DQ7wzeLyz4fNNBFztWKFfqQ3C5lBvMjSvmv2R/fI8lZXomGaJSl4yKDiqmU7p6LDNDItVSss019tC5g3TnX5vQGnz+avLJjq/59KnbcMYdJ6/i89v9dHe0LcUu6a3J7QZ7iaBa/66AgrH6QfTTVux4d533mv/j57ahRZ9esF0Ca+LBx96yOvttEPLKtqUF5tib4CZYWSzPKuas7dLS8eaRoVIaV3mUP8IomJBNND+81zrrd+KRXYfrKd/tfWPyfh75mbdCLBz9yX1YNRERbGltpSDsWfuq/h6/VdpvUpxUZFOnqp1B1I7shnNEz2bs6ybOx1cbsOkUDVVTYrTizRYlXJbgU2V69ap3z3NTG1Ne2/oh7U6vosh2GaM/KvpJNrTjIf302/Mi6Q8tlB/r4Gco0W03AiEwRKz+z3seHnodQ41hddhOC3b7sD8oKdf4MuMmedhg41g6CSLPEXxjx/sP2uPlhdziXmRGp1uE6s6SdUPleKPds7mtfrzXge+3e4FY6HSxcWdKeL/P1H/8exZmp/5Ya873v68uf7e9FmVWaaruhvd6EZjGughxpEQxZFGK4a4kEKK0JILLcSQQgwttNFSlFZiiCGKHHIsBqbRwABoV74qfd7M63/eHH/Oe87rtOjB6J944mue5/Mcw/yMEg1atarf4tSuE58zvQ/+JNajmolgMO4Y50swfG883ulirZi85ibN0/OC6Po2rX0LN7q9LhSoC2zxgtlKSYENrSBis+GGY42H9390b0cVrTu9vR2Xe/ejXzRFFhHMrazhFdh5j6CaziYyd5zcBscD+uk53nnQWr/e7uyBVRSFoxZFzRLB2uUMYSvHetBCC/nxcbg8n32WvbqUp7bWQtm/7hRwlcYTo/nTP2TPPhwPD/30X9F0GXLN7jC2zBv3Nrp7qDuxqHzrYi3QngOSygudZ58kvoKthiaVMne1m6vNcODMF8tdy5+9mnOmbdMFaferm3PgGnFUrNargevqWGzKsg8qqWsYsk7bfZZQL6hnCcQKGabmD8M3ybV2uDMtnZG90gdvw++0On+BvpPKGc1nAlSXKv4UXt8zw9peOIgOnE+uLW15s9cR/dBaKGpzRora1kW1lT3L3vO0VVU0kbRvOeUs2Q9AHoJBU/Rv6hvDkXsNUTeiQfvCefkF7nSUVmWOBiQANzHAJkAEbDKwWoJaBzYC+13zxYzePfFm53lSiEbx/q7Vt9sF4FEkY6EAAMKwEY+vy0rkSg9suw3bAK/StKZKV7KLDGgEtl0zUDcKNFkZOEYcFZYG80p6mhFngnMOELQ1ACSQEIJ/F8kGpP3W+rG7+fVg72/EbhFtZqTsuH7yYjnst5SsSlut3576D0+8vd5sNW8PbJirdVNJWbOyyRoKHaQHwXRd7gd1vp7HfEt0WqQcWSLKG1283BbCSNNa94N9r4/SnlnnftvYJmsolgSvF93dEt5SqTkvXrrjzcKETgellLeO578+1dt8Fm8rw+/fPSEn2s5Sdk1RncXQC7Jsen1O74xaq9w7opvStxtb1WXdkzHMVm2gbgXjn8fb/wRoj0/WH34X1Z8B66fgf3ONq0e9bxznzPvwKul+y6n2meQRtdq2Mjs385vLZGswfMSae7v+k6Xb5BWOimzfNd9elGbjldmrToXtm0ZfWHBraqblOhgul3lG0jSYU63WyQiXGJXY8zM9PiUaIFtUX0LT/OC+OBnU8qZ3Mz/4/R58W4iLm9XaBMq5ZxVbAAiQyy2vtzW3VyXBSak5Qy9nMv10sazV7Vut6XwplBBXVVOLg4694F3XgAegWq5IoMKLeHs11KOD302P9lqf/nqZTtz3xyc//n61qT/59We+5yxvKr0XkiKzVDbnayJACwWSoj99ofVN5PdbhRTUdh8GtonNNlBJo7MGamwDLYhLWbE8Z1zL/UbbSo2YRAq6LkkwbIfbQvf2drBtDn/w2Nu37Lw1vBgNUNWBcyMgsxltBIwtYLtgft1EFPQsebGRD3fRy2fycMeib1MvNKJlHR5Ykjaxs9+qK864Z4oqwB0UG0uheD6n20ZeMKDWbKWnyZkyupwPDkdvbmfLH/SePS9d74BqWjCR2PFqi9qUDZGBl5naG+zZ8YKnl2cCIPXthztvo6yxVaDrM61SQdXhcJmK18vF8JDnc1Vmgp0uGjqNqDUGfDgabZeLhcj3dRgR26tJyzGm02y8q+ksm9U6wDw0zF/+4vJWa9fIE9PTXdfly576fye9/uil1FJnffDu/D94Cv7yt7tfvhqjkZfertcfsKLU/T/WXRn/k13wp671Zy9gmDd5XpxmZT4ExIV4gdz7qr7IvJ6h2cqwMULk+WoodxjA0+ZHwP/nkmTiux8hjMXmcy2es8QF3ILrLToOLCttcAjjtO62yE3GuiG4vM5wn0Bpjy1pPX7/4jrInk2JvVW2DgQQU54hy6IZAWRADIqp4SK5lQqotgWyBow8hQHac1qXcTSvAWw4CkABDQ3LuGGWDQWyLMh4JQWEQAEAlIRAKkCiafuXqvWm0m/cCQh063TbdJ1yWRoZZpU0IfQCTdXUSEt1NKxeT0HJLUuLpeSV1Fy3bwNMVC7R5fMZw4qWfDz0LxRzIYi3G4aZ4iDh2FdQrdSFVZWwMiza3wcPH2v/9LV+caUcUs9eb88oeOtM6K5512/hPsHPbqolq+C69R8ftSDSJCdvV56GmpuZZZKr07Un+X6/lVIWACowqDlljp21AlgZzny1zzO69639aWB9a6seNLk28tmi/Fy780Hv/PDBrxd09oNb/pucvojOr9dNDQ4GWhav/DYahxVS6NcLc/q6DFsdhxjpgvZO2lODOA2ZaezRdlKS3aebzPeBmGyWQbegW6OM3W1aArCjRTVet1d1Qa9isV6JO4c+mZTTpdPykEccVZcrVqyLfz0dtKQhWhoBo7tu2pjFArxlAGJ80PfSqSpKNOiO/EctqsTyyVTa1fScy5DAoiq4DHDbs/s2R5UiGpS6zkhtl42ea7SG9erLbyZP/4qJsr0oCXhUaqfd/WG+nJUCqpI5Ei6U3taUzi0JnJnaNAAFKsEVMXqDbG+n5VjJtr0VgTISHIz1m1dGgblUEIIawEolGiwc266oxSwfHN1OIzEK4Xf/7nuSg8LCYF6PXAcVTYa1k9Hhr7+ZBb10VWcVUm8QtDdwEJJn582de+CzV2D3Po7fVtiFNuA7PT2KLX/k1xxxCYjLtgGHvs5i8cBdzXswWGUXiwgTAABqRGMA/vCjk6ovBBvO/+mZUw2HebPdUmK42aK8RVxh3fr5//XfHP1kcK+jyo2YLoRhwqiWGub0Rnn7WCsRvMz0tj89O6OGMfTw4nxB8MLXnaA7atJyP7TrvHkymThQ7GnOnNVhw2HbrmPsuLrk6O1WQK4GHSxAZRgw8ARN80dOvczDkW3u7g4a1k1ppY/Ny5JjwX9L7g3f7V81GTuxb/J0H8u9d43OV/qTM2NRJKAEke6Qgh+2G3fHoQOt/JMSvVT2SHOwi6V0GU8ouYZHzWBt7U/2n9NDDQQxbL3Jfn6BeqZqDHCaAbcAyMazdYN1GACpudCztElW6V3cgph7PaCbBrGTp5m2XcM7SlzNkYdkrG+l3KLKxO2+aJzIUAaIEPYMnQi+qUTL1EYBmFTOO4/81oVApHkzpckaWG3WlKzrkKrGVdMILJEEGkYQgL/VGkCoYIXW3RsKk8dXlVNEBWtUYDtVpARliYJ8SZ0xmBfIP+X9QTfNUpRkEUvdlksrKqXOigaqkhFW5cL3u1HKJSs2DS3LBrka54Qx4UqQXxQkhPV2sf9+F93R544v37tVnaen61nQkWEfHYWg7tpmcc0/2SpbGTqYXwHyl2z3kcdn0XGWQ1/jVbFck2N7/XrGcOjKNxPbtSPdF1pNuenT8u5e0vLWRqxNO+27/xPrE8iyQYhZ2AP3IkiNf7JTnm50Mmn+6Wfpttxs1c7j9nFHPH2THx7JOgWLCQHXyUnXvPWu/cnzl6kOh/d2bz67wp2gY1oHtzpw/70v/3LCT99cpdeaAZuKmNGKo7KgtROY5aAcVCTJ8/z6dRZvP9nBj//hbx8Z3s1/68IqtIuZPPsy2MT7P7aBp11v3fsf7579+eUV7kEt0QduS0gdyXfNhd6Yl7Fir+IrVs4Kff8nu86keHtW+LKKGxS1JJKgowo9w29L0jPRab2Z5EZ8uRh6X749+8wwMBMsqp49f/VrYl6J2DGqzfj42Iyuo4IacdSSnKHqvElvQVUq2UjQN+VyuHPHMbkjWcYNg0tHN63FO/e0n3Z7xrOrVggKjJwoF5pX1TTDvg1P+sGjoFN7PdPbGy6SqrleIMuYidjINqOO1xla7+4NPrummMgNgKNUEROsbhr/Hvh6BXQg5ytsuFqvJy0ujEi9r+HnM6T1ld2RSSuP69IcBGcZS0zS0uPvfdDxnx//q5v1ShZ9ZR8ejnZ2vcm6ZE/29lZdSOpYXQ/SWiRe5rfnCJev1+MxeFLXgV4oAhCXK2lYI7LMSTPYCFNcf8MZahpaGBANBWo09L3bd5MZPcuZuIkyKEkVCSoUkG1i6MC47Tui2NIsKXVLL3iWMwGcjsFM6E9ntTvCTbTVseAUWCCvkCxXRRRL7IHmRqj2cN7jyXqikunoQ3exgIelff08ml9GaSGfmw3vy3BX1o3faUNMV5LC4qL4oE++2jIfaRYgfJ0HN9rUGdSJC4g1+m8++S8wwDPwRded+G6BNt8eQmqp38vxdKkbTvVF6R8TcZmWlq1UwR72zGmirz++31o0Ppq+jSKr1oUP1LQyBBJbrrlGXWH38S55sSXcPVPxDrZDw/TCMc4izotbI3OxaEwflKVW4nGyWe/b/AoirIsC4XWhDMsAOkCcA8aZUPjffbEBAIA8w1LKMi0oyWkBfIPQKhbENvbrigUIPFnGJsrOFr13vMGdDqV5uW2aih2MgmWmAlMTAgig4pIS0Rzstz2nHa/SssZxxLAvCwYgcG1e1jhE3Cq/SYJui/UDd6e9/MsoZMu7d3c/+tGInJ+BoujthFFa9nAm3OhSD2xIl2P7+oukj9Durl+UWfZmE2ioa1TPL2Voa+tvphiHGEBQJoaCrIhbBgGj7Ew1tesJa/6m2Vn4LS1XK5/yPksOHdGztJ7xsbKOy+rzT9ajvTEqLi85QJ6VVE0fS2Zq4aG9WLNpYbQO3ALWaJvzeC3vDebWcDDaC96W3/nPjjf/qHvzf3rx4XvjXnuTXkbbF/UyE1UYb8a9rpaYetQbauyjztHfqQv9+XakffAfOf4nefDmyS+fPTF/bPfWTaGZ7r2D5NXMKOUg0FTKCkkvbzyVJkskmi5vTPO8TpRsNNNMXqarm8IFVWlaKmUdS/asJl0uHR54MKt0YRp8l5U3q7QscwAkZwgBR3HueE9WN1XOrV4Ld0zVd12k1dS2rCbHxHrPEcuteA1g1oAPTX28oxWdLp3H3X3SAs2CAtsLlle7rcvXuaGKAgiTKtuykmrh98DRw7Y67o0CLV8Wkn768+eOb2u+stIisVVft+ZLTWX20Z1bL399/HL9InQtqqGmZgasoxTNc3WnixgAJNQ5aryWe2SK9RLtDM0ZzFldVwTI+9ZNVOr7uuc54bL+9In66CPr8fvjv7pAsWG1d8TydCl9c/cO5niIZ2tCV2XaiKpsnqvVZn6ZvEC48u+0APQKJhsKep5+da5bh/0GFmtaoU6DSBMUCXbxNKMyYaWu37tjn5S+KdBk1nxDqZB8QDQkqe0q/7C7WLZ7FrxOeZ6WSUMcpAKsrZOkgZoXlwQSAZEJJRd5mSoEy75txlnVgKG5ApUBMuV4vSBfSbOFzZWS59xoPDNArfcNraSTiCFch7YVU/v6Vd76qF1jcDAqXRfCxeYyQn2nV6xMfHtHXF4W2+4v6XZLWC+mC9tshWBmyW8IuGWRLYKBhXVUW203SOTOLRWXkNqd2nDCNzPm6OevKtXqCr2s1lKzXLMGZb20SF0DABS7fydcvkjdhihRGJ6NOagZs4naRqmGdJzGKwAOBvZLBstYiYJFVKEWthQEZd0IRQxIoIIIKPW3zl8ASM1W+WYNAxNAaPCNsSfKFWqyJl7lGYYlRoOuts1UP2bpeV5Ktdf1bwBIC6LhAplKUIEKZULTtojAmBvC6+kBNZs1vLjMXBdhDRBWD7pSh+ZaiT0Wogs0XTQXf5PpTt37uC3tllRklcn0LA0NfqVAI0iRxSzfVDbcG0hWmxdPiIDWjmGuV6xjeL7Lr26aQOLdHfR8Wgctu1K6KbAg+NeLfOdBP4YeZHCbYlLVWmCvGpU57cu93mcLktRxLoH+uO89hw1CF0XRRlBHwqrxdqbbbfvt5ZYrZZLelioHCqthOG8Q0dntXXxl5g3XxumjD5sf44fGrw20H671i2778NY8+9Wn3zy0vH6/Zbbbx4dW9X5pLLMtLl4X5QOy+u63AvFh8ewfjiOKVxXeI03nzQu73s92euu1EAfd65dxiZdgT0nUAh0DeCQc8esXdSDt8e3Bgq7TJSWZwAx+dMc3i2mM9C5WTNCUUG40o0BHCWycABWYyzUArOt766u65lq0jsaelk1vvv3urfLm/MAgu6W2Ms2XeWMYdA+aj11tZ2TOr+dJwvp7YcNgoWSNUR17g3cfLCxUz8+a83PLsrbM0EzktLqOrh0fl1cXc+Li0e6gaJzi1UZzzXbPzZYy0kWvr3IKTv3R7/+f/9O9f/FnP/+zF1PKIU0dy6oviddlm5r3dB0D5Lio5YCg5H1SUoUtVSneMAPTw9adjph+VUBpb1xs3tO+mTBLh+tiw4n34lXtaKYchBcUUh0fDAdmaQm3KlacNwr06n1BbDDGKOzRQbaq/C56dkVNW6sXcymwVhp7XfTp86kS8hC1BVzoSHyxnle6+S3v0DGdf1mQo47TRGmDeB8ZgeVjOfzoXrBeThbLRdQ0CgCEmlyZmSgMgQ97pF5iimWhyQ2jygW662c1tx0kWMVErRrAzPYNdDh0OyUb30W3Wy69VFAu76q45QmPgnTTsFREMXMtVb9JW4SMezqlUgBlmfoLvtgQLkZHZFYYNFyA22fgV4BlzRnnGi5DOW4AxhoM0TqTf/B++POn6U4LJRttW/COL6LlDcDKpB6XtOPL6Kq0oEE4TWhimbi722MrFG4A7trGQOmryBCo3hZpxk1YaVgxiRBpcqHkJiZV03ZIaZB+r6Y5IBA2EGATG0oBziRUQEEMgILwN0JDLJ8FoZ0kQDXCsup1XtM0U1kv3+0d9Rutoulc9W/ZJeM1Y7c+GsYXawIQgcTR7UKVk9Wi7SnLNYhATEqUpteTtNW2rTu3vUHpONASJswqwPB8vTbbkjmBiDUSM71av1mWKMkG7/5Hq0KbR4CjBTMgJR6hshDUt2vbQF+/rtw0POxD5bK4Lrq+fPY2q/J0PGybSP7FN5vRblhHgvOy4vrEGX74W7c0BBjxV1WtykmngVlmVQc+00DSYfI8CYEXzEleFh23OGnxf/nH5Q8/GM4na8Npi/Qwnq4qyzu5Z8ypeP00lYp+tONSZ9dCt/OX3vXX1cl3yfTXV0e3zOjXqG10F6+vyu0y/Fa//1+O/95P+/S84iPjiDXGDr46TwSVvXFhu3TBEX1zZoTUMbTt/xe97LwPK9auF8zJZ0gj993oBlsfoD4uL17VPIHTvBXX3o7jnF7E1i2TnsaL822AZRMXg9udv/ky2zE23/3RwfO/2uxJxBu1Sgsbse8PrCebuuWCdaXdt/VNw+12Ic6L3ZDBuRjd8WAZ09T+7e/uT59/5enq406wXmGaaze2f7VVuye6b2b1psnb7GxROzYgXTR1lNFBcOE7tgfK2g7RJlW9Xdsi9aun50Wgte4NipeTCSHHd3FhGF9/tbl/gKFFonnSaVvZdGD4490f/e5/2NqtaLMz0P/kL95scsnNDUi3EilNQtflSmaPd9GdW+jLL1ZC189Zs/uPb78Ze9tvorrjTNdom+ikxptNiYCJnUA3W7ZF5V0uvh0svyqHVyIFHjQ6myUd7Fidj/QtTo9rk12xdW5Gl8xoxJuNtDEVVZrWDDv95nxB+bxTBkfWznkxH6BwLTd7hv16Us5A8Q9D+nte8MfraxOoRIJhz+oftAa3Oq1wMLrbe7H4iyQHGmgCgc6K2iHOcG/06fkZIDjnCSMIAOJBo8qqFsZxiYhVV4rbGG9yaLarViNPukZOGnZfX1j2TmOmZ1pXxsGC5VuWYDDogYEFNw2709Y4Sb9uYG2pvQBlqsTrWbP9BZ27MTD/wkjbu8a6qOmSKt9tsHSQcGleNqFO3X/7acxtkLvtt6eL/ePu6dv1/ffD85vaIrSuWZVuFKWNKMpMAE1/9yf3Tv/Z0+HuICvxYi2Fa6ISqo3g28xqh4PdwUCopm7yhqbrxu3CJWBWUa0Y63WQWcm64kwCWQnBAYFAN8lv2OL//42piur5Oq3xDlALBXhdc8N1uFza8FC5vmFhrdkkWdoLTaENz7/MsKM7Gmj6JE7qbVF3dvf1JpWGqHNFi6JguTLh+qL47R++vzdSX3y+Ehy2HfIqb6w2b5I8VbJrOJ9E4HUWmxCatlF+edEi+aTKGwKUE7TcVjBATrldvCx4Hsm8wAdD5tvVQmjAfLXNbCQHvp3N069zs+c7OW3b5c2uaf3k93ev7j2u7wyKZ5fryWZjAAFUJB3Xg1VarkmgX1reAoNVdqHtoiQuDe3lbHP00Ls4v2CYXF8ufnKIPYt8sgQ/fZIELf7x93vJsnCJvcxJ94UyBhbusMUi6zC2pTSq6HZ61jYrkuOdbew+6ciTIX91WtbY8PK3T5ftFm4QvJ6n36olh1rcmOnX5Xffr/+s511RkX+qdnvhfkV/rC9XlxcvB9ZbH399nnZO68XaDLwKHNr07dJvCmfH0RrWfjdg51NQ4AY4D0b+UZO8+uOlrd9SLqzUxiump5lWY/ORhZ6RPESHr3HVaioaQ1rVEJMNF+xs3XPaH/4HOxpSKABVnv3FGzAmfMvqDzs21MDnrxNFc2rqHr6ROlihoPFawe3QtEE7NBPabfKCF2D48Liifm6nFYKWZ5dfzU9zfefQj75IdbU82tvbxjRcxnGrXW3YjqqKz8/MW4N+a/eb+eXsxTTL6FGnv7/n/c1zlsvYI4Ce8eMTeecuALQy+F5V4e98zP+bXwmVqmaa0iu4vqT7D7vbt8vOHfMwF7xUTlRvnPpMoubzM8bd+tt3eqJbfRrxoP9a6u41VCE4n8zPLsTRvfa6Tohh0drBq4bYSHd1s6xIR5eFvYhFV9ZLFX1kD/IMOlj0gT0CC11CrQ8UlXbj/KQvvmWyYjwopLl+fn16tdgziksIoGacc24ZqC+Kq+sJALVrol3D2O+3PBdMcyEKWRsGYjWvuGUbceP2fF8XVNszix1r0Ih1TDa+tf0svrhGzzN/x9bvdMUOqb1j/vWpklijlK64qnTkvGP1BWg3+vt99vmT2TcUt0x3I6LssLVxu/HPNjvENDkq4zTCuq+hW8jaInEe4Pll/uGt9nnCLANcPMkbwTnApuZpkwqbxoeOs8GNNvL885sDV7+pilLX8pnYB7TmwNUFcGXPUUx4Mi1VWSHTJCHaRoUymW9pDjJm80bUhBuCGEABZesGgopzhIFQv7H+QgCAIrECqeXo2tYAiu2Y/Q22Bz2ySLV0o23DjueUq61qqoRz43rS7/kQYKzroJCOJi0PGhVljkbTHEgCMV+XwirrO+8eKlLThBfbupZUw6pt6bMkJzZXhtz0fUcrjFZ4sN/ePRgdAHYTF62xRotNQzlu6HYluY76I0iZrq0R9lhqFIRQO3AJSvKtnHMDAaEFpGQmqOqN0/39u8a2Ib96pm9q/47Zx25ZLedJqRgttJnQxj0qDE50hyvTlC3YyXojHd189WYtUD1wrF6Rd9rwj2axmdedQ/3Dj62r1ebqTRQ3vTkw9hxebrO2MN1bYjWJbGhfXtMqBmCe6N91H//v3k/+dGtsqnK2LcLtDRfZRdoKte08Mg04AdX+Rq1G5O0kO7hrbl/Rj3vln//0rNPf6x4Pfd6snsGGPdffqeM+QaFrPdDQr/SAmpUnZRiaJQPX2iwpdboNZfVKGHekzuYL6Ct/s723Y/31jbAG2nDgjkmwwuLpvLaDqmU6B15H3+v/6U8/JSZy0zIy0Z7OuIJDVX/2ciNpoxPy9+6A0HOfTcg3U7gz9m/vYA7NjFg3lCvGQKelW6PZOkTF3EQaFYhJBNo+vanat2ITkrIdgHSjtV0oqS+AcrHna1BsAauLdvuEqKWUlpprPTOFWW7RIptfvVhfxZwD00HmQF9VVQbyBjmYn7Hyl7Le9y537n49WRc98+Xnha4ht7UXrFbhsd2py40F/R5g6/ig18/dnc5I1k6Ul02541vf7Td/rs0jjw+xmlzFStEZCQ3dOrY2C9r2iI2lxdEE6SDhR30topWSkhwGXpK/yq6HZocUswdYberaA4AAYBRgk4GGgdqH52UlGJl88eZ0kX5roGnYVpYTYHpPiRukdNhoDNz1WavV7pnKdtmM4CiRmgDchKvN1vbc0MIranothKtZ0wk7pYbPVfromD2Lh/N1ksVT2AQKorQwJDPG+GqjZhSAEnwayU0Nbr9vmEldR/xgH+ZMlW5+sOtkDoavoe7g6Bwp7DMIF8uSVtjwjYgbVlquReFKQgC5eVsXosLQqFHTMqCScIxAbsrBAAJTW5wXmNcOL0d+9XpWaX2kW6GWhS1V2daG7+MqbXCSm1kSE6NJchlCw8Yl45tcjsbO8i1wHCvjhcaBhknDJIYKQwjkv88X/IYvM5BjzzAf7ICzJdVKlNZt35xNlk1V9o5aTQMKViioLW825i1HoYbDdjsMwpS5WqaXi8hKoaoKkAFhXD8txmO9O+q4hpFfL67KZcNNTfFr4h+1muItc26FEHjVVg2/fytJC6NmBS+Ltj/Y3y//6uWTUzHoNEGI3EGr2VTlJula0LEsKPTZhXAb14CxwY3CMFy1PY9ZaxxoVF0r05MiB6RO5e4tuHkxvewDy3KEptWCKlnCVkBBlqXlzSR50O0dHxro5dyulI4K452jNG4uX1xc3aBgRz+5bQaWZ1Xprz7P9d1+0SGssYyOn8VpERddQ3WYqyp6fVo1LdQTzH84cA5b1ZdvtzoszqNQXa+6XfMi+ejxyfPnbzJs+G8v9L69XhFwVp18+16PU7p6U3Dxgw92sd5PFiUs/DQPPAdSsVTjnWQzadHXZeNVuprEqTVL06Z6D8vZoOPMtwU1ZZ7qu/r+nJ693O531F+/mR67eszGk0hih2q6/eiw8ycvIeSrV/CaP9v2usRjZOYCkUu3JQ+D9PWNp/fbhceLryd5f/jzl+Xhfuf3PtKfPkme1c7IhLRm7x6FlZ1+Zdgp6pBnStRGbnt+JykV8+r01h/cKq+j1WXeud8vV7J5ddZ6eI95UN/IV5/XvVZmt3wq4+vXpfvRYRIIcblop+xo4JxfQPBm0TLN2Fowae8duM8mLeiBuWqurPXfFOrFq0Pwh91Xu+Z1y+K3kFWt90WZW06vbeefn37Ua0dXNQ86UA4VbeybbHTQUR57+ssvYMacyUNP2VaRKz2XlOWTOtEd/YjML+n+qB0rxmvONNRsmxqMgl6WT5tWDh4ctvjGRuvswNFLVt9QYAGwD4DTBusF4ADEBtkgMk2EDudrAT+9xL+3hwWrf9dzvqK52SCjkiYByiIUqZtMQGYaO5ZuNqRGlmvRsiSGRqkGbAhLyqW2F/YPfnD3k//+8sX//W/8+yOniKhF20vmCgiBmpoIIExq5DtAc4OMJ2DDzBmwgTMESX2Bp5zfDwG1bWb4Cz+P4VqtdcWCTrsch+gXF8agFG/rWG85Im6uygZJJAEkcNwmqmLLloZdrDKq3zP863KbFzHeD+0sry3LZ5WrgVUkkRFXCA30vbJZ50vaaSjJ6aGkigsoON9IBQDRQQPQZl3vdHDcSAh1LGhTA6Qk0gBAQAIIf4Pj/E23pE5IwJF6s83OYhwgFtfr2QxqdNZsxtC3ka1hwrKi3dVRXZWXYm/HNc+XnXv95VuJfF+3q21CD/bQ5DS9+7ij6zzE8mqTa8WG0YRXWoOsO0O2iDNzAJqyMsJASItf5Hc/GG8+P0fzVMXNm0lDaf33vzO+zJEUZUC1/v326VUT32ywLF0NxLkchJodeJdfp5tsM6nk8ai71HhieKAAu46uo6ZpgTrZdqCiq2rdUKfl6ZatcPG2VCRhpiY4dvLzxUIj5qEGK25wrDlj/Xo7+B6WJb+62rx6tXn0sfHpM3aw179MzP6eB23x8jw9lGVxuRr8o1t3D83bH9z+5der1es3w++OT257q9er7fXG2IFA8tdpvZ1NgiH89MunzWLeavfOmGk64zooMyXqCcmlbz+4J09PL91psxGL1Pk9S8NdgrjzFh1MNkNZal47Tnco27N6cLNdNXYNP306PfnYn8wmilmy6+RWE9EqE6CySYF4hUQRr3I9bLeQEdH0uvnhoXZe+VrDSAflKzSvZF6DHw1hzYJnC9APxeWrCQzk4497ygjMvn3cdj69WnEFbRZFSGurcP5vp4GXfPBtc3pApndB8nwBs6bIG5PXRr83+ZMb8vigN4rUYtIZdYoamdfrxdsLenD/3fuOQHbo6qvLxd6HYba+riZCdTqeMHmmB2PzZ59aJx3T1cxFSdexK8Xe05fy7h2TjOgfebzsIjhW0ehg/rSZbWS3vw2XZpdh/lR1zZ1TQBIBO93g4m2kIz4/Z/i5veNH7WXU05cV8yt7sHr9WlcZGnQH7+57ypwUSGiAMl1tNqSBAdRmcUSsQyaIsN3nlzH2RdAtPN+YTIZLh+6IBWJghMDLXH+FZF9xRmmn1ztbz0GFMJRGCC1joyQdHWq/eClCC61KDUG1h7FnWqCFLAVkyrALz1dZNo0l5uM+EoIAjRmN1nl4OLS70ZM0PIDv9PrPf/YV7umGFLLOAXCxPVjZxa6hvleqi0n6jZlMNX7kg2zGXdNdQGNI4Cbh7/aN9A23D8zerd7aWWUtTd8JFcBYIYVSx7XuldlUUc/GqHD+V6D334LzljJPcJSLMDGFf6CL18XDHx5cvWxqBh8G9CZWJpFBgN5j8i0HV4Ysffm23MAHA3Myg4AEAyOfN8g1q7iR0payLhX2myZFykcawMCH0Om4LKuaEgGulFJAKYDg31p/AZERezvZaAMIGyVNnUtppFGLSYvzJi3HbkBqT2qFxsp1lHeG3vV2c/ztwctvXg0OumajROkcuDJZb9uBXRa8qJsyrwuuOU1VGx5DZhzhsNS9bmtWVCVTsKJakC0mquuIfgvLvb4WujuxjF9GaJsbpqub2PesLG5srDWBrSoKfbkTmE4Wx3MaBMzyLKTrLy6kZQrgQ6iFXKp1nLX7EIik67PLuqK1A4SrjgdNvL3T8LqKEFdG1xlWdXmxvbgKDVnwDPoe6x8G6SXNCzoekLcxfHkdi064Ukb3wL/8cjPY1UNJk5K+85/d3/2do+hJWUNw/I5mmW7P3d6cFrWotlbsA3u7SHWXtQFBc3x92bS/pb/5kt/eP7j4Jqo4taEbDuRiI/NN07IIb1J55D+7AvFk8l43eVCVZNsisGwBiDvOm6rsB7AlG62j8ybwgZ3gFEpFLe5n+s6ySkv9ZAjPZ9nxPnhypTyYdYZwc8mNW0ckrnSUaUDVGb9OZicjXFDxqOPiwB4Pe66qU7p6+G23Bq0qBlfXDSTG5azpaByHlt0Kj/bdBQsuWv5u+nqQvzUmFzB0O99qL54jkENg9YywPRqBfJvUssKxau11HVfiwNsJ792+s3/1y082Zkhc57jvv5k1t490uybEgKwsUg1kyqqCTpkrorcO39MMl8yMwB3AZrq4eVKNH+IkEMzJ8nMrWfXBJjVOrKtXm6Oj8OefR99+tHv12axRQDLx5PlyvGs2hmETAEr1eGi/WBbd/20gX4uD41a1cTcFgbMSzKpQNzebeboRnS62Rr3lq1wPO9c3k3ag6462t+efX6+yDUBAAN0NMCCgdVfL1gql0EYyLXXINDMPdx827M0s2/XF9x9RtKnu7aDrVa27QFRoZEIUKh00NV9YwOHEgMLKGXT7ht2WBXUrxlktPdfRLd9AbX/cffnLqWwSjig1gbosASF3XDLbki4n9xj6nkj+0JGeC/5rm/1XCk83RlcOWWMyQ11HFUJkHkHMa7KcZEyXcz0AIbBsPXSa5aTvFntEckeDhry52ukB+rtG/n7t/x9heuTKIpXXyrY5iRCtnKAN124dB5FcCK1gzaXWicbp6rIea3hKG3lboZuZpYGca+cXyWFHD0qzY3rTjEmQKcErAaTAgiHNUk2B6pgHFqqgLpgCQkAlBVfqNxgrCJGtceEDaXKYsK7Q9VplM7lZA8AlL6mlCTv0YKM1dWPpKSsSy8y/+Ku3zsgzum0l9FRr5f5ubNwne7cs25VaiI0OlYYI+rLdL5kzHjjAQ9DWkDLOngqjb07irZtyvETRRpeI1Eu2ejlPgNg7cF0HzK9pVYquh5pKXEyZQTxTtzfTdLUpDQvOS3gu7bO36f7Y6O7a28n6erY1fDjTSG7A0KVXN5v5Wtm+1e67jMk87FbmXhgM+0ZXp4GOHd3yqyaoa4i74bLm8yV3jh+frxz+aturw3EZ3umYb9fx1aub3V6Z2TW2q7pKZ2er7dVEg9t0NsdpZA1KuZ3l623DxLFvly/z0NHAnJnEElH++Ls7/Ny2Pf+TCaugnpSa0TWffj3PdgrA6glVFqzI/Izspwt+VXW2/VtqV7KPb2YPnl3Dv956jbKoYq/Y5GnKyhLCvHoVCQDyVbMfhihtLIeeg4o4+mSKJhDCtvYXk+QwaIo3s37PLDIbUO3waHRkmbNp3TL1Ozv7Bw/ua1KeDLT3Pt4Hjv/yRgb7oekTexxUvqEG/faDwWWkJwV+UZXxuwH1tDRT5oI+Xi2jn513bDePldYz+iEqKm3ctnQEun1ve73l0bxoZpMvXsyvV+Gt/Xvttko2lBWzVzE/S8ooUU1lj9pU71+/TDHVaqfvOfaWklKaZXfvpoDzm8KAXh1n+Xyz+eXCeoOsOhgW6kdfpeGn+fRns+LF4uZpkVyXy+stT7LHBybNFW5D/T2y7hWXXT817U0AcbiQF6+256vyZlpfXOipbIfy8K6hLBzH3JytB652eKtdFKnUQK2MzRoMg57otaaqsfuoG3r37u7DUZd0/ULpPvRrDh0CzyPhevieyf5gJK2gIv8xefd/2vPSXje3DM5NS04iUSizvzcsqVVwI9XV6yjfzGm8LXUMiBCarSmKrVEAIVnOqs4+mcTzT35+iqVs6irsyMTIwjYz7XqIkw9bxb13Qb+HvBz9xOt50K+BhqCaFLKhUCQyK2sGCyGnorzZxGtNRjCPU4EumGt1wu6u6rfJyKj2QPaPYfdNY/a6NlPVNugUA4u6cJk2uiQXT9ZVnqVZOo0zSppZUl/kWNphc2imBITtXG9fW7+N4gcHK9wJ90dX66ZhdWnTFKYN0GompYEZdimHkEjombZrn99wKSEkGCiBofr3oDylFJFQCcrhUgmuLW+s4S6WZ6sSAFgDO4rRwyGws/UmGihLpbQINbgGY6KpLd8WK0MDO20vzfi7rRbVBbq1kVcbale+xTExNmeXB5aHlLxZ5H6JCYTH374bb1eBI01AYK6bTZG/3kivqxNh+qTu9ybPZoFnt/b1gWMU1FrzGkuZb4uWrZw+0TXUxRZZJbkHX13FlgVax70xNeel8o/aV5WJqehh2zLHNWnNzVGVZQd3/X/wd9757569Cv7Zq04dF1mxtWFfi7dVnJ8ndgctrhYdTTw6NMtnrF6Cz87rDsXdvtecreKY9dp4RsXtH3/8/v3u9nK7EpHZKubrRUffFprq76v8+nquO1ClG+nv6eTFZoqAkpflxcT2XNNd5k5TOy2yeJUELR0t5HKVO4zTIURr8G1TPikjcYO+ckfJOrc1AABN4tpnNPi6B9uj8UcgsN3166JHsiUFLgB2VhWQzALXu7NullLZ+IOUbeP6hz37f1iXPzquLy5OCfSCgbOdzq4UHg2dH7x7G0qj13cKwGYmEbnJzVC3t2/eJp1+66uX4nd+PPz00liFXgOv3nI7Dm2rTqhmnK8J9e29Tf2+JF88XZAuatmmSJSicqO2GtEwRn6A3XCEFdVcf+TAX//l573+uN11rbb56ENLVzJZJ9k6PZulg6M7H3f7Z1ciTe3k2ERCbM/EN/PzNJu1O2DQaRc3NxQXfg+ustXtbrd6eoWk8qo2xYXv2zBfO0emox+ivvvg+23yxyui850Pw68L+yqH+Qad/R++2f1eSwekf+TIQIaVJS6cSHG1iUCptR4NyknFETMFuNXr3jyLTo6x9fHoyV98ZhjeeDcgui5D/+mkCYJh7WJf1vJF0mpksoxcjf/SFu/Zhmx4tmblo/4LvvvN4qU55ANb3Qh2sh8aGnl5Th3DGIS2oyFVszpo8XI9y+Gw43HdOjnY48CGGM4n67MXL3NYd0ZdtlwrbKwmZZvonpdzybu36OfQmHzjzKD3X9GyuSp/rO3/QrAnrJwBglntaeZpwU98rHGaLblBQE0yKVVRoJuCDQ6sZzAXCbMaNAX1rNNe3Xq0pKff8c5vBNo9aDcvX2ZA6MROitSpt0sEsAQVzFEHtDsNDNH+ePDm31w63wGsAs37fYAfw+Kl/2TesuzMtVRPhRJlcaNzBUTbUUiBBiXcDGBG4e0HY6D44ib2iWrYv3svAQAgAITXEhSqMSDsDRjqX6NcqA0AUimwFWq+mg/7Klo026w5HBq2BHmk/COf4YJYpC7As9c3aUqb3aOMagZ2zdAM3GaQFEVhffR3gyulb9ZFmFdDR2W8GBmqXa6ntpY0LPO1uqS7h3tWGBbXwKRpY8reO6ROSZGmbyK/BvaOX/d3e5bQMcmqmKa10inzHcvo7HZFbQbNWWTnjfHu/fGyzJARJgrotWu53qwXvjJFqz8iN8Zf/BcTOHRbx8P4elsVGObz5XnM2jjiLJ+gg0Fnsy0CwKTXrPM5Gco0ENqKtUxxY9uzN0m/7bfarg2AZqFlLZqzTLPgZEH7XVkOC07o+q3wQ11dRVOLWFutOhg8+Tzthm2nzIZHJv3hGF+vB3O4WaWrcxEGBtJllYITWuwYPHM1PvDIbjihK6kAGgbe3cPb88LPuTUYLtKc3UQf7wxePVfPmjkCMlRZTXVntOvSJk/Ngz5aiZqXCYb63ZbxbKpcjZgmrzaLhOm//8N3nZZFYymgfdIZB1L78tW8f8ft6twaaW8XDfCd8SM3NJlL05K7vTbRSn4XFZuLSS3503TYbfXgib/ZnK/Onnp7XVY1/XEr7LTmr99IQJygBWWWFKrfD8cHOuvBD+6GcC9gy8bJylo3BBeH7+zn0BG1yZLir76cdYiYAXt7mtW7uyGhA5dW3gB2u/GBpc3ntg0tjz0WDPz8hVemmz7d/R3jepUemaX4fvfx/cHq//JcO9FvKC3kRluk9Wfrm4u8bbrQIgeaeUA9YZhPLq3Cqywg/TzTirIoUrSzH0fCrGBrx6HbmrskuMWXN4laxod39vOzBEYAHxg2Ud6tHhJpVGab65XSdEiIgW1MQVOB5zm5WKtDqrH/Z/mvzy/aKLtFVOyASQIsYRaUnBzbXOC1aGqisgbVTQ65vHPoc2aESr5+uR0eAM91Wi3SGY/mX79QsOCCQFNr8rJlazGv+UP0hY5mz+Ttrpyr5EbSobP7ie6bdAlA/ZEp+13+5xuIrVblkrfrpYWgQTo8K4WM8VqNm24rQxJrqShoLVyA9QPJtOzlUuWgSZ3ikmKG9KwqXFYECNUAxplyPNAg4CFQYnaDGTpdQxPCmds/MuPro/pPpbrkGRKQCWYAz5X6jGBbygavsfIaaWuOUlIrcgWN9VXVKNmyCKeCcYABgkgBBRRQZEsk+QgYlupk0+067jqs6OtQkqFTOj1eGNVlZZQp6w61pKkJpxxwQ/mCEVTIu130s8bk1xds7M0ibGBAVzViVSc0K5pXPRvkpUfA/g8fzl9tq7v8o/ud6TcA46n7n/bov36zu/ECWk2fXE1vko5nuPoqfXkdNcE77+13frT3yS9evfnl27/zB/28KolFvUAHHG1hmBfUzvKZ62vnVDfg8DDc2e+9SbzMseOsOWRkq2BeCi2Xu3mV/PyT56db0h8+f2iEBqB2eFOX0E8ur7fevti8RA/u362KLEjXX38Twz2P2IzP87rsx7LRP9zbXeYfPNjx2iCaXlGe1Q73A/1ssqqLOuxbvWfrKxvKUhdEgtCai6qrhdtPKnfQszV6vOuRkx31q/ODHo+Og/eOvctPJtdX+cZptFqvkT2f0qgi9947nMSg9e7A6bo0kZc3ESbaJWr8Z5m1ycJcPoPrnus8NnCGDvRDKym2wibLK+gAjTbNbM3vDfyvfNWd5LpCOWnXdZVX5tFh774Jn1yXw12XzpeXL/jBwJah3d7pP//jC/+D3QDMeU+0rhcvP+cOKoDU9w/o26/qeek5ei9JKKjj80RvYtXYAva6ROQ9t1elpUlR0Pb1AFsZqCXUC5rOdANYB5H8+SXo7wlNN988TR1rSw/b5XxldUG/DMc/uf/89G8+exUZDuS2xYurvCmLlAfA7O45t3fltGsVn1xrMbvT97Fr9N5ns1Zcfn8PzHfY85Vbolf/47VLdHwdJctLJiohxecbIVuIZKhtynJaVHYneaP3dfhyR7OiBcCy4zUXSYNu8u6ulqRVpIO9UT//9Hq/F77pZg4B+avLcr9TZyCMoHvcFjUXUcUBbMzOw172y1MZILq0UV+Z7bweE6uepO5KGFr2D21Vb8AvPaDvwCqTmuk3tRC2x2h6M920QldDYPO2WJ1lyqu9oN95ZxCMLPg2fbam22zr7bir8wXnBPmeYoNFqIPZYlA7v3qydEtzGDrfGqPZ9mC1uckKfoBEBpuaNafbxu1YA9QJ2OYSm0ad2RJ1Xb2GCQZJnpPRtF9Ra2NSq2wCryr0GYWTOiyavGg4KDcpLCljQFgqLmiGETEEtLArgVSaFpk9X24isAvBrDFV5NT/YwdcO8h5ULgtAJ/a+41BJNCJpWoLcWZqhICUUU0jlqiI5I6uVUgXVc0ERAABoKACAAKlAOEuxD11uIf8qfyODWHdoDtq0NGzTDoO/8pm7U6r+VxrSlySpiUUa1hT90wT1kZvPc1V2izjsqPWhm65tWJ27QbeUigdp5tZTRtJGm32f/vy4Hd32deb5X57kreFTUYBWvZCYuw6vZa7XOxa0u45mWX5+Xh0ePi2BN1Ps/DiZugivIf1pUAQpkmJdeQCKjDgutW39PpwCLZ079CJG5yaXWBRkqTr6Eo7PMCV8HB/8Xr7xatvyOYtW/sd8cG7P7zbX8ZIgRcpHOl6PFkF3WHbYHWSnr1d6e0+1mGZxHnlmUA3R+64aHDLtL91tH1xLUFGQemtmxiUvu0d/9bJ9Xw22cwWV5tHg/rTuaJL3LG81Hb0gO+6mJzstPN0/s0WET0uQblmZ1NGDoK7u9qcJyK17hpqMVfug3F3a0PWan3QWvM6iVeQBCS9LhuxyJUL0ZJRpMNpbP5w9/g6YrwqFgUynt20cJ32+7nAymqgbqprrjmu5rhavO31XXboj8LOs6kELZSmtW2KbF97u6abRX399VmrBUNMJiXcfDZrOcZNboojJ35zlve9G9ywvB46+uuVOvSXVzCLz7V7u/1q5jQtDHsDoygZVVLTB8hUWKYIDk9cg9uoaGSUrlY8eJI8umVf7QEadrNXW6PX8gPxy6/P3KyEdfagLzaGEYZi/MO97Z+eeXG21rZ23Cy/AL3xHBr0qKX/vcfgn11z1lev10U2qc3XW3C5Lfqtpmygna6Q3xtrda1Qs2Ax0zCYXpY7D0OFUWbXZBfBHO60jb0WDmcQYk/DRscDcE+jN7wRAbuuWnc6TRYdmuj1m3zv7kFxOdsWxd///f311XK+VW7AzxagNW6Xlws5Hi7Pki4SNmGaAaVqdvpgmNXf2YGLLVjeAtwBHtXQqMWgdblKEJRtYIcftsoX83iSeIHRHu+IOBVJ7r3RtJWZaJYstun1ukoqYEjQNh3TVE53vX5tMIpfCpIzdRScn/NbBXtozKOdkwsGttuzBaPhjnKgtr4uTZI/2kfzHKUIvO+gRJRfZahj8xFan/S6m8B7W9Sbr9PhIVfF0iayWVUcG6KxrGrFSpBCICrY0pu9k+6s4S2Msl6fNSVrcAfp0zXNDdvJiqqAiC4ktGWNGpajfR9rJaJ+3m3JeE5Q2dgYSVDHPHBNtqo1iKKIa6aCGpBcmQhIBfhvNAYAstcocgHQL6SnOVEG0xBQAp6eNqEGD4+kb6sqLccnvZZoKBRRkndbLs+a0rdJU86QIIB2Wl4F9fnL9OAgaJI1OSDs89R+rxU/35q2ozvmFuXNZincskk2m4usv+Pn/4+V/QKDe9rbEjFM4FE37Ntyjbc5dK7i8b2BHrqhvn80cJRl1nrpEgCJwWkCAWXSjwscRzEpyOOf7Iqj7jIyRcu2YL56ncu20RYNnW5sE+XHAReqFgKASKjq7jiMbD07K3sDsLjMq0KNu3qR1Cgz0tIgLqgmaW0YRtexFECes8mbkz3Li9aGW3OgJgu+WiKmU183y6vCWNRli1hd9+d/lKnQ23u0e/7ZlX8EyZEXn6W+RU555vucxyVVOE+4jlTFpLUpAqhrk22W1fHJgd3vN4O7raFnGJR/timaWkW0KKomq1BBc8otXTEoHdP8xWIR2eH7KNi32JOtNfbMqqhJXgUqTxLcNQ1dAc22s3z7Yk4fjHeaWrmByBvZYE0oVD5dhEN3f981R156vs1rCV2fUVWNu7M1GaWxuanLfs8HTbJIjj4+mM3DaxuigXa7aGa/utomQmOee8ytTuhkdUUcVuDA5U1J0nlpEDzoWFrX+Ad/cIx0nsdQ1dVt17XeDWvU5Sap4Qs6L55efsOLygsSqpvp1+ll0zR6rUeLlGd777T9BasWjRahZZbqhTYtSkGUjISz49bbjYCwM+QsT6+nzYZi3nCvVgtNfecHg8tyexnVUkODb9H0bZ3+Sa70wfPJGlTGTkcT83JjMZdA12ISNbhjrJJlx1CIo/fuBteLrHfY09b4L//82Y9++07weNDm0eFWfXo2XeSptqHHgb4qaw6BrAF0QayBlgF+NVGZDzgB0Ah8srNKjczSvnXveC0sGuVnzy/NRHhjHzYA5UzvdYCGseb0xjtVXqLtpBUYhqo3MbV1e7zjIN25WANoywtMQ02bXS+MrnvN632bHpWv3261WkNdU3OKGuXKBoEltUjiTVOlAvg74HoVAlZfrdWhAV6vJ6fCqdwGd8B4DhqES80uCkFrvQnaxcAuiwkRYGfXHWGVZW677yNc0lVZqNwS9SqGo4F5NckB90yFTX9eWsSijX7LclzkLivNatuGuUY29pAmiYKlZsCm5HVjSkkcnWGd5UzqusJKSQ5/c/pVQJLHDfwuUPsH8M0MXCLYJyq0QXKsbbdieYUv3zS7vbzIrcC2+rac6dI1NaWSIlGebbfuhrMsWc5kr4MGgNRU8UxdPZewsvmCrCJ+EsrKwd0fHc3VtrKF1an3W5t3kVvM0a4V5qkKNffi+ZTCqn5saQpJqEkTzM/mxm6Vrxm2XVlRR8TbLKtYGScsyXkucNtQB7bx0eO9ZHg0I23rkaE1SXmedm8Hm4SzulZFDJ/SnXxHffTh+VMqWiff/ta9aMkXlyvQpJubtEGUNBBVxKyNMpG2YcdNbFmI6LKkTc92H54cp2m9Rdv563UmY+6wliXbXbTKwXZbbKrM78OwtJ0KkQBCy9neNHvv9adzdty1O3c41LKilLOzbdB3iqTGOe852tmZyJWlIASZ7MB+4NzqvfNBI8Kzs4s61bOVY+llVcwgZaKoWVUFBpsrdKTbdVGmwAae9dn19n5b3ekZk1WtaP5Ov3t1li9d9uDh+NkXM0dHBrYmFek5WrpooI6waOpKtobuwZ73/PN1Msutd5gytfpq3QnNuMBmI4+9dL1caFowewsCxSfx6XM8ynbsfEaXv8gPDoeTJMZtfbdvYl2zarlN673Ho1GLLJ9NxKbsmxBAEU9vTm9kh+PBnqv3fZZF6TpO9UH7zjB+dlHrcnQcDKM20YqlqotUeZOFW4FYE0ngnvydtnHHbybGoFqkV+pMNxeVINK1FDZY2KHryTSudbQymV3Ibg3aoeU4YrvIScSL6wTn1SgItjI5/x++QYf7SwvrQB48OLKTquOpzsHgF682uq0Lx1jHGyscj7QgMHBG0lkcez5iUdXzA2fP/6svFs56E6r67XmSakxH5PBQm1/QsOWxpjItgBQvGDg3gOvCXaw2bq+U+wgixzSMtnv99Txp+eGJfaLcrcaiZXww8DZp40HZagVm35nF7PLZ9OL6bVWZGCUINqbQ5aqSVn5rv+NVdFXA7q53VGz71kYrMKIwE8zQETCIAbmlIVliAeRCZdulrHgjCFpmSqeCcm4B27aEZWQOzT1NpAo4FOizeo3EGhG7KvvtstCR8AwvKrq0nNtWa+CWdZnzVBQllNi+vS83uQngQuN1nTaIoRSZhuwchquSylXeJ7ow9FpwBQRHXGFD1JhAHVDuQgdBWLK6EdwPEEGIVVL+BsYJAVCAdOfqP/9fmk/+hn3oFL9GYM3ARQ6irRxpUhoyT0G2bYpl2bTcmhrbtbjMquPbmuHxiOZD1GcpQ0WaVsYiTvfdQFE6lmIBlFilw5P2fEnBYluAtGnpZnvv9cqtHrZMaLr9Xpgu5FGPzjQv83dudbs5tUG20aVp2HnXpLZcq9qwTZFxIjRVC1Qr3zPGLXuB7H2B7z+689NT4rTGoTcqchRivOnmxeT0/tCePmPU8SqvhC8vrPeOHn70Pw8OoVOuFvPltk7X23WBNJUpUwe6pBSUKkiLZbHbrs9XhS6Cg1tjVWgvX2ziCnzvff/u3fDzpxSlJYWAQQBMo+NpydWiFKgxjBrqj364L7F68qvp7I0mmFUhiY+N2XQb+KbdU7PNplyVXtjPl6ColIX405g9cHrowXvm8dH8xrq4TvHBrm6jj36ivvznK2L7dVnljXageq2Kz+TiujQetYzbpruM6okgz9ZpK9StngOIBqVxojkXDVtczpWNMpr7hhZiniRZyRRqAMJGI6gA8Gc/vXnv+/vhvWADVAC16+kG6DBfryY5F0m65cn9k+Ev/vzFw2O3YQ3Oq2Oj+fV6hptk1tq5971hY1ZkFtG68bA/enyPVPzNlO60ukarrfHtbJrZhtGzpVnBpqpojXfDgAEsNMKgRBrDuHr9Vy/6nv9WZEWZm9CJElYxBW0GJM02Bl+TVdpsV6Lut7bj1lVokHrBl1G4jJjF18TUk42ZyG5gTpGVXDBzCGGGnCUEPbguJGSzrJYnRy18orf3By4dBSvqwM3ZmzdGq1XLKuW6bcp+y7EUK5cZdT0fUrPbis647XhEMjxJProbxlSQtDoZWLOloJohV9ntjpYk2jioF4WhB65ullVVdgxRdEIT+5Br20x03utevJwGH3f2FDn75G0lcKKp27et9EYZbT9wEJN2U6FumwzG7uWVmRZVg5CmdEJEKV9BRpFEoNR3G7+eJoZNRQMMoJiAVVfXamJpw8MDIrebLa2JFIGDUReqEqM5WEQwotQGoKG0nlpTSLVeeE0rJXDWqu1IKdgytQCiN+Ob6yC1/zIRHrK2vOUMQppmEAgQCUa0rqeffbq+dxAuif6on38zq2tZGQwwBlbPKo6BQEZ5GCRxRZACGq5rwG2KgQJKUl5SjecVH1o4bAHKGW0UgkiB3+QlFQSAzDj4z/9Fc/tSLgB5E8iPdrW9naDbT7NLYQEY54gGojdUG63gGFgIyFDPalBHVdtim0lDdGgfo3UAK+VHQyMvVRdXlQ4ywyw2OkbEVUTWTK9kOU3oVI9cXIdgJzS+XBY/+O0eRGr80TF64Hcc+cWffdk7Mu/fOkxhw0FljmqvgUzyGnJv5GDSskPPkfo4ljKrPj1N0e6BZhUaU93GfKvG6VYcPLa2Zzc4k2lsd/uYdDY0vfayRHJ/yooSEVilOM/JqhCqEVJTgJhAsKJ0Q//lpGkNdI6s5dvM3Ol893c9TbhGEm+W224PNpG6XgiRlN3jLmCl5/usrDfTbHS7xeZsWzIHdHXLWpZlJtXp2SrowO3NtNW3DRM2Q/fFaSKE6rd9Ks3NGrYf3w3Gu6+Lhr/4zBxpp5fNmLa+Kuz+keG8ahUu2o+3oh7YkneA6wNls8bW17c7ZWa1oiVZ1lJv6L1323Nu5Liv1cnymu63Oq8X62CnFQSslIgi2TSIFk2VVsajsWaWzRl88qtN0ok/emzOvpyzh7fz+aZ9Gx/uZH92Wpqe/e6JtndgB+btpoZ1w4I929Dscbf0GvnTX6zHrnFrRzo92Bnj9Wt6cqj7EJRpup2V7brGSjdLCjCyKccD4rsuhKiwvZ6pOe/tgMvNg/uHnqdf/OmloRIluSCAazpKc3Pgg9e0iaEEjR66FWjmugJk7ZF16W31HgqH5ttTeeRwIVBmizTZZBBwqaccya6XyMC602r66L7eAcAK0xAWQkzPX28AzxnPwd4+0OeKbrMk0jpjXeCye4gXrEK1ztdq6ITjLvzlRXnoqEIztFA2qWHWwjcds0qVZlTQDFt2xthOFxpwYyjg931lhU3oIIick0E1TW5m8e7RoFyLq7iQH4y8GS9X2yQStm+bIQr8liQdi6Esx7Hd3/vOhw+Wl4lCbKsFstxuVikHFIrcALDYZrpQALSkhkpcYN3struBxno7zkCTtn6VrbIsCcqGx3pcQQnIBtsSzLcAPHQcj7WelFSuhNuts0pNNBKCIVX7qskZaKVgUWflBICPWoEElC4SqpAhilhiP4kmtXb06IDfLFRtLZRmuk6dFpUCAAAOgEaQ2dKmeQMMASil0DAgbUriCRti6VhinfPOoEVknucNgxBzhaQECgAEAYAAAmI8smlYforA+YokzCP8ZBrVIK32be1qVXb2SfsELTUh96VlyfpFYBdNvTJgzTJAjQ7XYx7PN7ggQa3Roq5X4HIW2R6yeOw7AdxQZvgxRztts5ykbtdJtnVp9ibnJevsfv1Z3oEymdQHd26rwNdhcOvd1nWC0kYfbjicetouaIWUuWO7qhkkmxiuVxVAOujePruB7WGLJ0UOrrJ6PLJCAx2jU+ZE5lRj2GNJxYXW1W2MW9r2ZrUC1EyBBFxoTqlyXtbDQYtFgbw7ssJaXm/eO+lOt5usSb7zoIX3jmafrOpkNv6wZ9UbBzXEhv0uSVCVTmYMNsS0BQb9o3ZZidW6FsB8MOqZe64RV5tZvb2oKlN3THz2hrlWjU14b8+epjCh0FZl1USurcd009yQeuedyeomen42S1/s3r5f7T1wb5vOq9fYnSuz7Gyj78mq1I2wtl80sFoX5SHxsb+hsWnenesHsrnZzaMobsbucL5ZDfTm6c2btrPrl6Zv1Iargo6IJ4CczdabfBg23d8PbU4VEu39nqfRvVvhLLSXRvfQuGx3bHRv7/wi7h72NR2svpzt7es0zvObzeVZhPKqsHFyet0+GpZ/Ex0/OHBkXGCzyMvQt0vYNAwBVye1srEDdUfT2i7m0sJvnl5dvVn1UTV6+M7H7+6dq2r65CWkNS3WjENp4t0iJbt9stvWBtxIVKGV0p0bFh8IeTmn9QZngg3zZjoBCMg4rMu51rV1FfYH+21wONAoMsIgXWwVLaVhTqc5JfrJEAZ14RmiOzK+ena2t/9QItDeQ5NlbYxHCauMZdredaZQNRr96xfT4cB3oJfMQD+s7ZE/W8IQRr7G1tAHmCGeDlomqhWxEbJd3bN13++HYH2lwLZ6fBt/PqkEqhdP193vHfJ40yT5uGet1wUgPEpYuV52BuWcgXUsyxgkTF0jKzDwvg2Vhl21U95cASDmjH7bVysMzjIAIFsw4rnBLPUd2zbtIO5pNtmePNAOksF+zRcpLoEZalOFpyVlSoJFxw/SDNd51yDLDTShGGiSY1mJqAPVC9XU0B6gwiI+1G2kaWkkQ5vVVWFV8q0e7CgBzqNFrDSTjC1iyCS1YNe2TasX1wlnFWcKIUSKJPcwqhwFlQ4kJ9zWoSh0KM1sVddEEAwxgVgCoP5dke2/Iz+8sydeRyD0wP2WdY8ffLoUb5fKv3WXfnP1bl9ldZ4M7CeWti5Q9+siPysQRwVUQ0Pgtns5vdHS+t7JHrMMo7YqUgzdwJOAYm5quUyuwp1w7VorZl/RxHjUIVEaGoZBs3XK271xkoGtX1irl02y+PpPbrJ+/wJa0Cd3393XZ5H9KqZym2kc5VBLYIzKJSBaD9fQTBMuM2e+tIiz1cqsc6fgqxXOWbbd5pbZiCmAdDA2xFbOXuX9Fr8+3eQm7Yw6Zkk9aCSl2Ou1ysbKK25ItHd/GG+RCZuMK/Od3tpw93t++3h8f8+mT7+JV3K1rA1fl6ywDByExi9Pi0AAwHCLyLyAlGK95QGWffJJfHJootDU7eGrWbRVRFZSM0OeZB0v6z8wL9/aHUSsm91aoYsK4zv7N+cUrctWBd7kG0FCVJKgbRl1I6tmKeUHrmqEnXdJMg+6+vhpesZWBQv1njvQTPv9RzuvX1Rnl2yXrCZZXCtNs7nJHastmWi+utiaJmcCj1p6l3jde+aL57Pj9/TtZ+vyYXunrT9F+ANH069ivVc6nlxMIz27iqZpD8UUgMVkGq01GzWWa/muse85yXpd4ebmqfHju3ssajPcCA4PdnuLaWk0jothRZVr6Eyni22MFvWoN4Q0imfrs6t091jF69mzP5rt16xzFEZRvSjqfFUSpQxD512XEK4rmtcAlhVOK79uqlBpQOUQeCXvAyAToLUBv8b7v/ugG3ac+/eap5sy1iqZ5qtMFWXa19cvroetYNzWcQXtkmJoGLqxYZ47z6osBh86tofdJm67zrrSA93B0fRiXeyMrB4BkwkfBnUoxbxCLQzjIodt7Y5tz9a16dYENLptQjuwdoKcocA1b6JEC4KkqtVlrWmuxuTDx9ZyfuFAgscmaXjPb0FlaAQN2uDLVbXZJAxAkIE0qxgGtQUFRp2ujzwE/bCuNlAnoGLTCggEAhs9BXQ/o5rOY7tijSBTMbGD9jaRYQjvu8fr9T3EUm2U6Sj6hl+eV2dnkwhpA40xLhGSNQMrW1vHiwYmM1gATTe4NsGttm4UAMSz7XAneH0VOQOSAXxgGB7OTiPpcGBa5SqGKbAdrt3/nfdZXLoqZCxO1wClzbwqwYQKHwodWFJqQGbbCjKDCKDbWAMQQ4CkggAoBAFE4N+3vh0KS4vhZIEj0PZFdnex7ozIzSU/vE8Mrluu9eu/1Kid2R0dV/b9vqHnIkma4rJJV+f+Tiu0OmghYJEq2zKMFJqSIw2IXFZ5jsypjjldD0obdLzF0pgWctiGVRT7bYorWNSh7Q3yYXmhdRztyizy01cuC9rOOcfJcmQURJYrUVizIintWYsZ9zRqmPZpOttioHetDG7eyvbj8PLVvBeK2ipAB5SzFFtWlxBRCS0ge/flltd4CXumCbeZ1XW77Y7vBTpBdpkqM42vL092usZ+ePrlJPB1yYAzdvQmvfzFwnvodhjzWo4gqt6uN8vSC5zJOtsbwmKyLtzhm3md5vXJHa/j68+fJNauIhrfZNJM5J19e6LQhtK6YuvCu7qAvQrc1/Ey1cpOF4WBtt10OLxiLbMb7jPPv/eDCiPHXevx1BqCTv9jZwlpsmnQVuEyUetl0rRAUxw52Vq2vU7r9k58tYRgfO9b3mXiVK9uhlRuIrNLGn65jU7cYN828xID0gBVRFu6rYnvJgUXoT0vuZfJLKLbEziZJ9rYTl3+9otX410TdJrrnGaRaHUtJAWURuCbnkFgWauhWy+Y42yeMQvtOIGHHu/2k2lt2b4uXDNlns0KT7+ktSy2KgOspq07LaNT98zi9KvskWF8I4J1GnOVaiXASkpYc2SUUo5gMf9y1v1WZ8MIqzSDgWJbqovy5gZAz6gQb1TT21Ene8M7neFLOqjnThzPqJCwzrawwAJjXm3P6MjzbGWCC5r6QcePzp/Hn/IWUIGHBBl1Sk71WRyEULpW78ODvO0QP/Rfb7s4q7LM7PDUEgAS05J1JnuhtaqgruGDg/5G+Iio0gqPdkcXl5HfVxczYXl+WTFAY61WyNJ1XeokV5jbGpqep8Ge7zLOdeS20WKpz7LxaNxWyWKz3TqojgzCNnGOrNI0d4jtGIKJoi6aMwEWCEgJTnM5AcAFMeA0xccmSOcz0A3VZYZMtdHHrF5njQ57LllsKnf/0EPxB9THNX21nEe8dglwAdgacGmTLm4uc/m9oMkiK2nKQdvJ48QJxHS9aRss3oDxwKqK7Kbkd0asTsxF1nAL7Fv42UynabyeUrpMzT5spGR6Yx9buGllb5cyExUCpQSWhnSNe64UQiEBlFAKQYEQQuhvz78AAECSiXdHQVeBi4z9WZU8/rbz/f05WTR/+hT8WxWKkf1uTyuv8vqamj2UI79lWw/aubujGiYSmm9uWMyxR4qSmlgwXhdNIhoHVNCLYZtKJKq4ZYlRaIyTpih1SmSR6W3HwGfTnXY5/zL1em70Om4O7dWL/ORWmM7B26vJvf0qn+Zck0kehWEBQ7hRqJuvq3XjLgSBsMpVtU5N6OZUtGwT5fU2YWpVtls6tqWioNkqSjlM6z5sVMtcrsSJa1QRZhiMXbFdK2rg3aHKoqxh3dFeGGjZ6ZJmmTAau+Obxm85Kp1W0bpxpMkjbELZNimlWVL5hhoYYMGr603eGTtAydVWtfb7TYuezeuq5Lxjx2+WqcC7d8JokQ/6mn1n9Oe/KCvTarbNkVsavkTrZvHmjaHt11pv/QjPpqsuqm2Hb16Wwk7PG1sYcGaDew/32fXSrG46mg2N1jeiqqrCsdTXr+fg+iWqwldBcOeDO4fH+tnptdPzM64NbBlvMo+Ypt/Lkq0UDUsExhUBZbWOsYLNXEoN7JtCxrYsK1a2pi+2O76l5zyEvuXquy6/jhpTRyYApgS8UFAQxBqM2Gy++mKafiS56O1d2cLCWtbZxTob/c5xS6Xq7bJeCAgzU095I9Q6bTUNsYoMFVfzmIoYWTyl0pfoqixBpjoa6o2EyhaLWQRvwFZ4A+UnV5mxO1iLHAzAwIPYlEWWQtPeosM3UQcCfQ1YkWWgkbihSjBcQU0XHUrKsozNqid9TyMY2Xujmhi4XlWLqHr47uB6qiKhDZz6xeurEbnOLOfu/+K7rTQJ24f1s6cPB/rlpdwf+LN847TdKpeBJzbbanyrB7UOFEA30MvriCoKK16XRWe3vWiolDQRpsZplZS4Yxk6hLk8MMl0knPGuRL5tsBHH/7et94/f/42YtvG0DPD4KuN6fRk06BJtrZM17GslSyEXENiA3MNC+VDLYMrC1RV5Rn8/KtXuz9+cPPN2W5YazLLJXZ4w0ycRAroMN5IZxAAC5jG+Ls3/Otny03FUBduEuh1RpeTG4XNv0lqJCPLdRuNAkijTAGdR9I8GvurbWPUYOibn5znPVOMsVmHxsUig7JZxyQYaXkjZ/PC1wEK7WqVMUg6Q6cpm6IGZs2I5UIgGloApaTAECMJFYcQKQgBgAoCCBRQJFrX2zInK/W/P+lPbuh/+WKZxg1agZkGWg79ZCL6o473sbl9XiRnkhNQdXSfMLPIgAReiBOv0nW+zkBgc71RtOAsBTnEKSeWKek063YMG8J0g0gHua12ySUctCNHEz3s7unVr2PBKGBlCLXyReqNYz8CZABj08pFrbLaDP1JtEUn1juPdrQv/nK9yJKr+oNb+P/z2Zyj284+Sa4vqjge7fvINfr3euKbJEqVFng7h6oC4uoZYcUUE9SB+u2ue7FIWF3efd/91TIOTLNaw7RBX35FP/7JcDE1GmLbTdYNtIqK+Xl0947javL5m60pUJ5UGMMyi03PEJZZa6LalCe7Wl7yKNY0O0s3qK9720JZGPAMun3XcnUbAZ2Ip5+vnKD3nTt7n31y8+1HA07NpIK6YfkjAU6v14hd53aI7EfaNV/oWR7ObxYrd/Ho7h466M6g1h/ts6pZIpkk9bqk0mqW52vMCsxV/hFiv/rMnW2P9+5lK6S3223TenO+1to4y0y947QGRRnhng5qkRiaMEwBXKQssxK6AVGgEZO5o4NeqPDhiXm2KECScKqupuoqETbAGLAPepouctH164V0O05UArWMklkSWwNQxN8LTZb7zu69f/g/+/arN6exRCjadFojP3Cvn21JQrOc3axL1xbFNsrXm9FuFwQ6o9zLcncHPxhC47ZNLEhTMns1eef9e0Xa9sZu0xK6vgMs/bjNV822vb+vC2N23iSAd62Gs1QCLmosGsJyOd6x4uVkQbWWyWiUmAPbsZA5i4Shnrx5UafF3u7O2WkSINbvBsVmFajS8j2p0bN//tfnz6Lf/cNv2Y5RGqbRcS1PeURtJ4Wt61KDuaNFTvCrX2Tf21cVLDlnu2Pn/IIaHlnMCx1hClWKyhaqN1R6HMqsATVQjggMFC9FoGl5YZx4OJnP1XTNDG2gAYvB9OioWc03+TywbIxJgzAzddzAmUQtzEUD+kMCbfu0pIDVUDFn1MJnq30RV3MhMWhfUckajbLkgtYWGgbN8mWjB+RZKQ92wru/4/7lz85iQOqi6fp113XneQQhCvX2/tC/vDpvGZI1kOdwr9tOFkmA9doi003xw529r5azF03ZTdGgY+WGhUqDrhtH04IDp0j5dkFdT6fbgmsQY2YoaHIJNOn7Bl3QplZIaUhBKZlEgCAF/3aQUUDB//We9YffMz96Fb95MrqSg9VeeR6vCRQxZN5t+7N5PdHk4J3m+pvmzQUEAGkI3XHEO/esvs/bWf11AoQJ5hDIFbAQAAItiJ/VLnT1PN20dVRVKNtWlsODrn94+16juu2QzFPl7Pp90himWt+QjlJvTi9Ei8fCfFAa+//4hBzog89X9G0xvKW75ubnl+qu50XLV91iveFs7oYXV0Q+eu/163TcQQf32/r+YP1JZaJc82wPMdDUxaaMy6pivl0vyuk6n+IgxLoj49pu+5apzFm8Ulj0Dh225A8+OISt8JtVRLP8x48G2wJ7WhVlUagLUgsC0mi7nq8oB3Uv8KKYLjaaA6jQ3Z5rekfOxSyGun79TXnwzrEG2OmTa+aT7pDUzI5mze47w7EOfGqZdbONGhEcdzpYgeq03oSomMa6dnw3YAK/en0RpV9fJBU9h2Ewag/u3Pl494G7+Xo2AOtnS5rNs9yg1/lElR3jpMsuhKI3SkWe4777d/9AXcOxxau2vo2iV9upbJSIijs/2tcz1GpqDa6RqLBgEkOiaiaxpRmaZsQ11pBKruPns1wR5jCGoKYFYZxVHw/6upRbnRIAC4YJqOpFUxtuBlPHC4HW373z3m8/6F0l/tHHh70g5FX18uIij14PbqZvT69pEWHPymL2Mo1lk+8d7X/2OqkzIGCCEfu9D1v+3wvt80KS1qjjOURVmf70m6JiXhiyZZURqrneMVUNR3EFQNzo7qFXLuhikhodzmtNY8hoRI1TTkibVxz18q3cG9WyqkbIva/n//2ny1MatQE+vD1Ufj+dXJsnt9BF9k/+4PC//ldv9saulkcb1yHSu9MWL8/pDx73Vgl9udg8HBopRQqwqkEWUr/zh4d/8lnaFIUOsYwL5OrdrpgvKssOtrPSDYWJKC2A51olb0RJkK5MkddMe/msJsGoamlhK+wEw1ldhtlmDfLXb5SpLuqysUmzZ4bMaAG6uipyUylP41HK3z3xpN1/fbY88ewvFqXum64P9TIxsGh0+2RHK9t2cV3Q3IurkhiYmNLNyva9XcnAqUS9bXK+zjzLQp4RG0i4tdXT8ZTdx4PTL18IxfJaP+zonNM8rk1Xq2rgQfeqjn3DGAdktsn9fSPdaOPAaVv2vJIR2+RJM2w7UZrbph5VoEHMyJrAILFUrUBXFasaiaAOFVCIIQ0YAAAJJAAKAAkkwaGRTqomhjsu/xLgn0YyIO6smfY07dV1Mx67k6V4+ee0ztEORhwiAGQm5Cynpa91drBzLRYZ0HTgmKCgxgY4SHaDwIvjraPqJqNWDY2271gOcOBmPTNcEC9AYLptQOSab7i8vb/njFt62Hzx+RNbyW//4wcG1PCruagKasfnidZMsmiJrynfc/VXbHTwLq0y65t/c46f/ZH1/fvARWfKvp3VgSuVp5GG2KanvHqTUA1JGc+bpCZAu3fHxJggoUahyUzi1LmD87LVF4zmA+NXp5PV7EXto51GXH98IoEYYA05OohncVIglhKROybPSrVaJ3lj7hrJa9k1OLL7IJsvdM+Zb1TrYFcorcwq7tjhYUjYujvw3VHXwZpkSVBUsJaYgIdH+Zdv5N7DofUMb5JTc6+r10hvsiteVZrGyVpCCZIVgI4LVmf/9jqwvChDJvRehGMRv7SFVjSzntgPPvDPXq3rpGeFrik3ytOj/tBAki31QFNLoLo+nP5i0Rr5TlDl6bpUqIMlAAiWNSMwhRJskyy0nXWR5/Skh0nDuATKQgym3Q4O1frVjH14gvJYJYIkVSE1WdN6Vpkdn7V4bfN4WtkYq+vXL07zWmbZYr7qfDiK3lyDi0iZOF5FDAORUKQ7R0jb+eCdYq+53m5CVtw70OZnqd1EzBDgerrZdZFq7f2DkQ2N+ZPciw1sMs+D1xnrM22VAHukN6cTBdAwtNKslIIxrAoGRoZKUxv4eiBL22CLm1Qh6FlOFvqDI9yuna/Op+kkCUi3qZrg5VVphNPZpjbJew+Dv/hVeVBygzQ320Y31c0sQi3txAeTm9xynNGQXExqpvDyqqivF77NEmAWSAZQXk+iSnENuLqso6zZ7bAKELmi1KC40UkmagOaUhy0wJoxE8Khb9iGGTjGDEqwiQMVUcUhbfp+4HR2f+s/efxv/18/HRksiopSCmmRTLl6XmuKfbna3BppGEZJCraNQgjc9UWDve2LZVNKwdnAr5EgAFnbnRZOizyXw8FwWUZhx2FQz0tudBASUluWqmVcPFtXAkCpubguMp4z2FJamZutgE/iJLRMW7DTFd3Zd9O88hwXjA2Qy2aS7ffN60SUaak00FTUoshG0HJ17CgY8aqRBgS1koaiUiKdKAiA+s2m9LeEcdImZlHzfz6TTQ1/qmbvjemLVfYzJv6+z01VvlxUq8IHjdEf633NDE035JS4q+dMffISiLZqhwC1gKrR2ytcZuYaQbOKgwDAkd/c1B0RAwOqtlVthEQNdDYOJtLuOgGcv1hZLVcXkLts8vWst2f/1r37ZrdTrwopNS6ZVhZZC188X//WD/q+wV99yXQ9mJRp1RoxHLU/tuOkONrjFjdwa1i9rmRB+8zrHLaKdVby2sIEuVatCzKyDSJBIo2KFAlHGMY2TBqYg/bsukJEr+CilKboBHR9vZovh0/77/zwBJylCmoQ44PbZDmV6Q3lAvR2ne0LFQj16bIo4uonPzghpfqXa+MxZ+uE/N3v6V+d1YvZxhj63b1e9sXW+eioepOqDbWyCb1JlhFatHup2h751MuNw93+ddbzvaFH4OXFpm4Kd9Adb+/Mis9uh3c6v/Nb9Yuz6WKTPjowGDzqIvrmlGEQGl6RlfPTz3o7P/pH3bs/Pd65DyRX6WaZnZQLEtjYIR5o13lZCOB0vJXE6Gba7jZ2y1G0JgIhpHRYMloFLvaWDGPkdGTJ+UELnAchX9CjHcI26iqq/+63jBdPWa5jzdeIptcZF+PhA4XWqyIJtayo8Jb2XPnkVxssBSN0vZrP3eqxUDcxpiNYN9zywQZUt92ejv3sebpjkL0D0/db9WZez7I8VIButxWaPS90Ex7/k/eHEgGJ2KsyPm0m04v+XSuP7LJpjIR2BmHVcmZnka7rmo5RVZuekeTcHfpgs542TPe4Xht5RSPJcND1PYZaznDrMlq/eXuDRGF2AsDrnz2hWAc/P9teV9vBqO316/J1vH8QzN5E0SU9aXvAg6zJVrGONZ5t0m2s+QYoawhJ5TJa8A4RYUJZ1yZSwkWqumNHK6PJDfKPCJelVFqeCQtVzg4o3t6YTXCxDHsHDWIwzptyy2vIaJQFLqa+jIrtX/+L02HQvz5VnPMKICCMNQMOQK2xvbqMXs44AEgpCQC0DXK421sv5N1xbz1fb7EWxY0VduJF0ud5Zvhhz0wmU+fB7qDlzC6zvFxSmusawmbXbrJwDBapj2gNHbXY1AHp1qAYgOois3Qo24Kc88r1tfVlPtwNbWimZ5TwhtL8fOO4thUgHkFJI3qsoxmTXUsvJPVspKSoheICNCa2uQJQSQUl+I3MKAUBAJAcI4sr/Y9pbCC6GxjJYtNI8NvI++M0b3Jw55Zx4ukqUe02qPJaSzAUnOdg1AWltK7PBRjJZguu11jVDjadNojywAXblRF1+7bpCbciMM/IyINFwzRilFelsue8jg3TEwVHLW/26kJUdgOlYs2gzlZZTaeJ18KWxrEkAuKbixpsUKc9+DLn1lHN3zyvxnHy/ZDNW1pby5r2oMoLULYO3TJxvTQFfmOWUgJFOZLMCAgpqPAZ141Ou72Fvmw5uALhTU878qERlRegB+OYcAQNTez2Jz+7ePjwdvzd3t6VnJ1utkWJpXJdouc0myyIZdtSu/NhoNd1LuqFZZ04KoWmvWed/nptKtuA8NEf3PHWdXFn+PbVxZtP4h9Zsi+erzbarPQfqZtJVb/B/iMxvj+uRj189XZivbO/12rLNxPmWaOB3W29/99th2kqf+dhcCHY9cvz43cO3m7A+IOgOl2zDN9/eJcCs0rsTQd/cE+XDanON9y06a5NLENjhk1ojA245Q0UouSMqujSJsA73DdhXCtgQdnYiqcKeTs8LTRbCq+NZSnCWWk52M0qBpzBEfzsraCG1e/Xm200mwOKPDlZfL5p9jvmqpruFr2xbG7iXLrNNlnUa4VE2lzyTYlvWDOcstRoPAflN8Bsa1QsrO6makL/Bl4pZLmL7aI57oG3T0DdE7uefrulZV/lAo+D8/XNqqAa0GBuxPWqaXaCVm3wnIr4RbKjZWXL22ypW3NGQXvPbqY3RiP3fAMwVJvGcM8MbOf5ZeNicHpVWRoEJPChdrVVfLt1O0BOL9muA2+Gg0jXXPDJ+aUpHPf/x9R//eqa5md62BPfHL4cVl5r59q1K3Z3dXex2UHkBA6pEWxBAmzB8IFsGPCRz20fG4Zh+MQJlgDLsi3AownUUDPDIYfD0LFy7aqdV17ry+HN6Yk+aI7s/+L53fdzX5df6zZ0KtJuB//qF1/+6NHYF5JB3Rj8mhfSqrIt8/zh3LI6yJrdcoMCgKF0je7YTAvFhG21dFwoBHIrU8hpGYJZWb1oQDVDYxXnpkGysk62Sb3O1+u9/nCynut8DfqsZ/fmkdCWqaAu103bwB1WAhtuLuOBgUxDr0uVAbA7cO+c+HNJspY8O1/TMCgn0rYlRtw7bEMos6isStbzW3d395Iobzd5NQhk6YY+VJVNlA7C/mFYLsGqrDQhKlGbgWHWTJoSeC44rSoDwjTjyMB5TXpjL1ux+3uO/bqpEWryeiZEi6BIS9egB4iXKXJslAFICQBEmRDXUgsAIAeWhZVU+P9PlUIMw6wj+Uce/kUuvlBsAr2fQjhScAacqafSSh92dMQruGDv7QSrWt6UhQ1EU+sWkFGt1wWOtdvgLrQQhE3DXZGjDXb6GsnjsOA9yKtDr6pWPIR6mtGT0C/dJp1tZQ9IZMuKSQMZugj8VrERnBRVGc23K5ebR21raJiyE3571RgVAdpqSD50ip/urQtDr8oo87rFjHf3RbHcdNoGgU1wAHVhYEYsIGQfm7kyJUtXVcexXMiB1pL6DOhCmbDvuGW9LhtVuS1q7PRLdn2buLAGRg7aF2tl/9vF7IviBz+1K9C6/TrqGjJCVbivbuKs3JrFipgtEme8F9JZ0qDAajYNGXQa0ukOOnYDTn91m1ytI4J+f6yOALt+wSLG7520Lubxn6/yP2xxWq0BUL09xkxcesb3Edo56P5l+47/QdAUS3vLtr/6+p/m17IzGBEGLINbzNos07FPTbBZ8rt3+/4IodLVs2w1i8MQPBzudEejVsdcbOrXN0vRMFEVYlP1A8PtdeAk2zwHqaBdk3YchXFY52XoQSUaTATXtoEgC/XQhr2u8/UV8FwNGhB0Sc9AaY5TYXAfjXbHShf6w4Pk06/9rNmEk4uFsbs7Ont1I6xCMas2Avd6MwMa9tmbJL3T975a1CddOkalRHXW0miodKFZ4CymzMLgm2sgOBp6Zu/Y/8tvQEcXB4dy6ZjGyB5Ni2si/+aLxfF9q9bSGfbKSIW7ZlGR8rQMTahNRyuevU6DNjW73aKAiKI7HcSRJWSuRLmu5KgfNpdVDBSqo/vKz6AJ8wwI0c3rWOeaqWXM2qFTrsvTpVtp2XHZ5282+wN/YAIgQVZUFlC7Z9GlYGSw09o5uvjrm2bfQB4tGxwJiyPQjePKt4fHzq//bH741l65YKrC2SKNsTi6ixmDNCSSic7yeqlosYpKxYPh/nQ5kUoV1HU1Pf12ih1BG7nKS0BQYBjIM5ZXa8eCbVvFBTjsAElsq2vKTK2XG6nynY6Ka2JDqIJgOss6fRHlbDDsWRg7g6GsyUqKuRDtyoJBp6mqPUCRC7drsHusQeKsvbE12WbnpzGrKfAcBOYF86ivjUojALkK+wTxrFo2LyUcEY/XcIeAREAf6RsA55UaIzLV2GkQ0kpbwLBwokTYMoui0hJwpSlU8G+jXwg0INeC/eWrWunyPpX3CsVh8E81sAD+wMVP7pKztfjsafyDvnocwPSiNrgqpfo1E08ccBSWd46Mp2vzJg+gdrSuMIGV6KgG4Da3PSOQht/dGYWAbV/WLYNn3PdsNq/swMahxTKeA4AoVER32p2y1r6L4yhdJ1kS1dgBdWLMILlVMJPKHxHCs/c70lnGYq3DPvjeCH0WEWQwpmMUWXnWdXqElZte9y0XsgHNb9fC6TqIN8Uila4Tjz1Y5z6ntkkb4i83ZVQJSpjukXaIzz7Lh74Jc8fdG2vHeH19tRPop1/HXmgHY/Puvf3stl6kcQ8DKgA/YOoKBG1rWxSrW4CYpi7sdR1vJ7j6ZF43TL857fWw93b3iDrv0Pmv/ny53xnVURSNWj+/3X44HOwvmThdP5f0zoM+r1HP7XceHq+b3cdugI7cbBO/S8ptf0i/s/NiUbZ8E4Nh54BtX2/pKuMmah2RvCirKXaNUGsZtsxw3B3tjx/d2Z9cs9FA1+/y6Oe/EVgJDONFPLtpfvio03LMLNp2h52I56YXeEPPnuUwrYtQMAFhok0S7O+D3zxP3nnYWi8aHdFgB08aveVWAq299535hSw30eLzxehOvxb4xbev3364z5pM2c3Ny+W775189usrsy3f3wusnAMXvdkwzvTxQyOXKfJUx0XLzTbeoG7FX71EoaPCAPhjNbtUL19DrZY2wszGbM3OXidZGlNb+T7Ppsx03Nb+uL3rn5/OIqLeem84WWzm0/QkIHS/y8tKFuIo7Hpjc3WxBIaH0ibUtfZdgzpJi2+2Sctq3xlQw1F/eVPeAPsHrf5Gy2meWKRZLOWHOxbFPKnLF7Ps7pEZhi2FeNLUCha2YXNupsCEsvPqdYECSnctnoHBg0f85cJpB2ffFA9+OnZQ3buskUXXDdrpth3PevRR/8/+zUsTwl7QNYa7Ns6dTQmokUuRLBdYI2gFAFfzdcE18bglkWliVAt57/5+A7lTrt/EepWC/phGBfCgtZ40wyG+c9BP4CC5vb3ZlLtHdp7gewd7s6bGnpkUFAxBrao2rfRiPfR9TD1D4LbRNlp2M1D9Yjt/85zlrNUNA98HltVSVApjpjLqolpwVQuIoIFJtFBvPQrkGDfbaKLQmwbsAmkBtQ90CUwm6UZKgWSKFCcwEypADcKwURB5BJQCCIko0lppBQGAAGjyyQom0JtBXRjx77aNVeW+TnkFxOP3VBxFYCkOXcgZjFOUmy5TuVaqAujbEhYavf9wT6xqXJSQmiU1gpblKFHnTaZU6hmD492d4TD+4rauFSU1cquvvs7HHfCwNdTQfvF6WQlVY9tVUEJSFtW8KA0XmazZ8UOkwWcvtpxVH7zvKx0BW3vi5j2IChrPUnDXBc1MOeum1zPiWJhuU98sei7KbiKKwpKgpE9luHvvfvvrr6fkA4pS5piESqANq4C40QSr1DZr2ujRW/bl5+f373jXEW0fWljbEyUKnd//u09+YFXVq+XbwDIBu7XM0XttjOLBSjPu5F07gsDuWptFvwZNoOB2VmK7bK2uNsOj7rg6sPEkKRaLrHevHOxaxpYfAOc/+9XVRlfd5UcrbYyW/GQQpbmJjb33vrcHws6Du3essxdU4//L//ZvXo/RuO1EE/Leg732qLW+WuRVEXXaA5uwbZzHxGONb4CmrhGjtNV2seWY+Ox25oQ+i2JSLnbv+G9uKCeTart86NNUlIZVjXaVaXRgSfF2XTUVtW3zkFKeECZzy29TfpPy8Y5xnSNdSqtrLXNRYBdTZRIfxikyUP87/R91uj//Zs3Otlpr2yZU1v64729mn/7q10Y33Pu4i9dbFRfQEBU0375vLaK0dd9ydmiV8qQSo463BbhU2vHI5FKUDQCYeBYm3e4yZsnz63Z7cHBsfDOrRQJAY8O99vDhDqvVfJrarc5xGyyfXi7X4s4uqmTmAZQU9nDgmVKupyWiBBXbMDQV9G2O65q1HFStgX//eBuvPZC/paVP6IvztW+bPzlUX0cKIXNTmY5Bnl9Wj9/tdiqp5wlzaRStsEkJ74mVVSgaM2J6tDadi7xZzgp0d5SX1MBWjP3WhTE/TVtPHmRG/IN+fzjsv9hENwVbbeoP2r5xZzAYPfjqlze+PxeQcd34LVTEzPetOuJMaYh0VdcUaS6RBQFuO0GaThDyPFU1QCw4cFG5LfwTHDu8vj69roAN1Xcftn7xUgyHquQliwrPtHcfeJtMqgnXO2hV0q6nOM9aAqDDw/3WQdLDr7+dvNk2AOjjLOoEaW3olmqWwmxTO2sKqaVhaDc0VOH0O/b8dnYTyZ+0rLue8f96U43C7rNke1oBAHKtmwIYCPBcSYsoVoGUAW3jGhkQGQQWlAIF9G93Bv/OLRkicWTc2+JGqP/rbfX2XvgdA7ai6PXXfCvBEIE+wAUw/sWa3zHKgDIgFAEAAciQWqZZ5hpaZz6uHdyPVqLVUtIfUUZZCsStmFQpDsgAs0VsiRIcjVtldfvmAh3ujnd3d1++nkiVzmqTWqWyXL9OLkujC8TueyPkea0xp5sqBJXVafHxYKSr1W3ZH9lRkK89AGrRblt6G2Ed5Ktk/PbR9bPr7jCcTJ4VD4fb53Rwr7VKsQWMvHa62JL+YaYjk8Up0HkRUbOEwO3uj66/eGN2RnHTtGwP2Shr6r5KhDK+/L/dVrnypyth9P79t+iXL1UnbUCrU6dqPTMo1m947YSVY7teguLIOaTquIX5d97q+sZ8XXPlapx41P3ySjimABa75/PDS/aHwA50+kvoBdSp0gkddh4dDjRr9cxeHtghb04329H/4n84mtxGp5PDx4dKcnU+4dSAVT109WQbD4bm/Mv0wQ9PkosIopIJ2dlrWZ7MU0aAKAVUVot06nzLWzKbxak3MKNE7jVgLNG+TVoOBN1OrbTHkoRhSaRr5AByKYhN9UxboQkKBmtMewNntnVyXVaIn9x3NlMTldvJq+I6i+lua9Bz0rRDzGEvWT1q9E/e6V19tJdOmtXp1fWC1wWx9vE7T3p2lTmuHtpGdF7Kte7ttxHHsFU+/F6o0maZkXrZeCeN4RUuctdF962PnuyPDn7+X/4rixpFlGILG8zpFK0SG9273iZD2/kW7x68dyCLbSIzXNXq7l5rs7y+PRo+cXurK+r1oMAGMKgZL7bZOrqIfvd3Hhimszg7e1bXloke7uBDRl5s6l+stdjmu5YJKDwti86YIoHipHAsWRWYR8Doo1dxMob5rNXN9LIruh2RJLH2QSVfPXdEt7nM/SHcpE2Fuq0IFrIqQvjHfz358Cd30qfTnzzcuUuNP7lJ+0H2P/5PvvfJb36Znc4eC53yrOXSLWxRiE2UZEoCBGtZdml394N7m7xsKejtjt03k4WlSgJkpExK60kjbLNhnhEQyONPXquW66Khf3NWKey33+nenEd2q/3g3dFssu0TxfMVgK3KtdIos24vX2HNq2YE0R/aoEvg/zmTI8+SpJmBum8gAonhWThhBNBOx/meZcuURlp+sUpfLE1uoLfsVGX+jVoxCDBWmjQ5AJzrSgBg4UYRgBEoNTSpadigYfq3YBn92595gPjtCg+pdW0rtoeb6qvN9icD+XbA/1kGKgne30EykjVXVONnddFhkCn0Xt8tSw0wMwFdzepC1UVRU4B6+7swxKIpLBW4e33hu3ZYjOR8m0uNOBfSlCLNVODBmlPX94hN9TazTfvZ+ZkJcWCa+/tD3wo3L1l/p9x/4MWbKAbO2/s72wbadHyeLfRA+jC+rqXeUlJWy7W2qxRqSm5XLDGdUffN5YsDK5meIqsDmpXFKk1HrXZ75+APf/Rn/+VfVx4wyyhX7Qbz4Y4Fpiv7fldst0aTmuM75XoVtHGxyEDV7pfyvAUSQC8s/PMfPB5dFq5qz63E7WZ0J2T85CS+QXsSLOmxb7mOH4r8+vUsqar1aTHN8fjAE2Cpgh0XG/laXFaZHdh/P8Ai75WgGUF/pVlCAnEN7t1rqaLZUl5nyDJw6/za6XVq3vvo3s7kzfV0vmjtdF0kIwkNKcNBqLdsROGB41yz7a2pxidh3yL1Jhce1nXt7UGwqupoC3hGPBK0u1laECCF0DgRLlRtb+7t7sfjd//k//H1O3dGbnZj9wNh0jFxasfVURKVpRUQV7qRCJuQLs8W7/79w9UvboHZ8vqWH7Bkq7aT29OM/u6D7/d3LVs0zjaZ1Baw6eGOaGyvRnpsG4vVbJYUdx3Z69vLTHk+1aHvMr4omxYrt6C12tg9au/1N8sKbiHeEhvn5dnPz9/9T/qd3fHVurQwHu4fjB49Co2AtltVtKJ+addWmhSryfJgp+X5uA7N5fO1ImL7ydWZs37wk/fzWlnxLY79upK+RU9+cK/vdUJfrUeeO9kkJdmxBoEf5bb2r5CGaMbQ6kLaQWFhuV6bsGwYqRVtao/CtHn3gOcShklc1btSWduWsV41AULFbXPcWr9QiIKKI5NIleHAjOqU0FZbg+lWCnX4xJp/Xk/mN8ag0z4FpUv9j3uPlvmnXzULVAucCsQci4CMK6t753feGhW6SDc+SK+vebBn9MZhDQr7im1NEIFCA9pBubRta5Xq0EMWIuPO9s110Bq4++H1X1z0jvpI8cXT660hPdgwVspg4BGjPJstHeJ2dvZtUXMnqtgt1Fi12hWxwrkKQKZF04gDZM44YQV0u54Z9swN8+ssaJGY6ays/3mkW5AdeuQ2F7EAptRcA0mAIBBYFDsaOdBAhpc0VcUxFEoipCEEv221AdEcXEeolQTrdfywh5V0zGj5FIMuAxECz+fqJ4fG5LRpE/eag1zpdyz/p/v4i1l9rcy6lr5smGmMDM3HbYydoCGKZWt70p4kmX/XcvDZU2YjGnFyP3RfYCNfETVny2zx4ffo0Ca3JdvHfP/RjmMP9qHQgR+2HFDp6WItXsaq4VHlkFfZZJH2TJsW5stvCgOjt9/qntX0Zkt/+rujv/kmLTb1OQCbZE6bPfegc9OQ2gVZWjz95tXgd47j2ypuuzCeFVn23XF+Ccmi6jw+2GfNJu0u2pt6Wfqj+/7mshp23cs4q6sdp1GNgX9Q4avDYed/9h3PWrR+7Iqm3VS23uXBGe/U7uoydDF/lpMH73X+6s9fQWyWWfbe9wblhC8rvYPTP53Lrlk2Q39doqO98JtXq8JoAeB8oq44ePbjg4Nvz9T+oH1VwNZ3Rk69+fU5EGVi/v4Hs//NPyu2SfNRsL1ed8I2DFD9+UVD9fzFrOe2dge++L3h9tWcJ02gMvzeeL5SROcxr/dtUldOlLD9Eb5J4fnFwhw7WYqxnVsOIVzgbdkapGFT/Wf/BIqTh3sfuOTlooRsJySbCG1fRqbrmRJdb8uT0cEEuU01ee/eOP86tzrmowfmX//56yIVWSUfPrF3r+THP9oMbi9e2UPeby/n2esvV0cgZ71ayXrDlN1WLVhXFkHadF3EJAmofZk2tu8DSU4eOjfP5AkvF1Yvm05Vxq15BsKxTfJ//l99c6GXbpZBTIKe/86YzOvhgW3NIuN2PV/WVZtz705XRfXVTIVoc3dfraem77LG40mVUrPfOdlpLmQfVlPVSs7K2Nk8r27XMhUlf+jif2DXf7yUk8vqd9/flfEKFGDfbv50DVPbste5xqhb6hVn/QR8WwLXAIdt86u6dg2Y30SiO2QpblohpPR1WmC5ogTp7UxTg/heOSsS3CGmsSgxae+8aOPSWMvi66u/evYX8urOwXuP+uCXXz330YGqMdphYskOzOBbUB37NDqbPnSyq3PUDKjftutNNGnEaIRjD7QRMAtQ11JoTPNsakBSca20K0oZ7DaErJ/d7L5z0DC1riAsKiZ5Bavl1vn4wHGpO/jZg9unl8eT9b5XboV6k5u1Cu6Dbp83sZgrAjLljAZ8g3EjRTvsAalfffo8EbrnqpEvSaSlRa8xWDOe5twDAAKQItxICVpk2Lcax1UiN4TG20zkXJTSogATKjUmUP5Wl0KAaHxTrJSq+WZswD3OYz/4i0X6+2NUVOhNiv/l1KQmicrKB8CjVgLxmknTEm0pt1Fh69JlqFLSKOP77xx/9yc/+Gf/xz/Nq7goosMHm1Jgc8/LLzL3RC7XwrhiAGHg04aIb75ZHI86Bi3Osu3OjJidyrBRtMh6bgINNLtc7o3I+NBvFvnpQulWs3EZB6heg1Fn2JDWi/N60Ds+luIUqhXmm+tty7Wr0zfHx97zW+btPNi8SWTbEBdreTg4x2n0r7906mq9b5x/Vphh8PaDt27Wrzs5f3GxObmzm9aV112wbEWZbrBh2zy2YOL498fcXH2lRBVc3l6o3grgNOwezIt2PL99VbVoMzutPvVru636lvrkJhZRv6FupfImB3tmt+ebV2+mhuEVEo1c44rlqVIE8BjQP726lYCaSQ/avAQ6XbFycd7w5OKfk0fv9j55mX31Tz5HO73BnnH1yeUij/dcxQb+4GC0ulhc3Wz3XGCODLsOxpVdB3C7LZym3HDXdssqyucZS1PmdmA1yZ6YyN13EBeGMiFnF9maPsSLh6b7y+niMjtpV0g6Z9CtGuM0gW0EGmb3j7vf3MiRV1vYGBy1Xn05O7Dw198sh496q5t4BI1kyyOp0/mtudPuqEahYtNCv9uTiFWX86Ljgsb3eFxZGg06qGF8s1XIsPK0MBURGisv3IVan22fQzvcsaAdVEl6sEdSxT89S7CIqFGYXvvu+yfJjP9xvhqO7aTwvN3+8hp3uxKyvIjijt8Z2yhh4GLTYABtrJ7fLD/yF3Wn17hty7qpKnjEo46VJyCWYlnV1ZGnwz3wx3HFEdt5x+VlE7yz/5M4+Te/Th+GeLXJKwRcaiqiDAASAxQafJZbZ2R3mlwOQoYdBRbzSmO4IZ33+2cvKoDRaFW3gczymdlBPK0sM6uAZm7tZg68LB/vlxcvnVSuDsAY3yYvp9eXUgc+pLnKTiMAQW1BvwluN1so+TPUYmC9XscP3j6Gq4Ug+HoGdj0AMiAtBEpjXXNFgW+DLJdG25rNIrrT52na64UoZqVCrk6ramPIXrypYGUvltuOm9V/ESe06oiS1w6rmxHhkJcHul/CeqGpJhxRVWLgZnn3ZHBigg/hajPmf75RMTV0iWte4cbsaBmacMrBFAEpADJwMKDQNgkHXlyTWNSlLoSuNFEKQCWRlEDDf+dKAWSTAymLQ6Oe+E1OiKBgcaEOifkq0VDigWd/FuEdSFICoawphK2O/nJVtKDwtC4AT5hChptJ7dXN6nb+6V9+o5UMpMWkqPM0u9ajk54diPnLnCOjc2ChVW1IXMc56jt1pfpdK18a2ySGVYJsQyPaFNrwvf7QpRgt5mqzTnbbJsJw1GrCB97nbzzXIpvFNtUWzrOX02L3oYFT34vJeknnt0mfQXtVHA+mZ3H06GS4/nLrO259e26yiD6gs7KEqfXYqmgTVSU8n/rD3xlig4A3s6UBEgfCBLaRMDA62qfDliSgqT5Ljyyr1ziTJO+0x+XazhfNthAFQEip46GZrNQ9F3gyCft0FUXpKmJCKeU3pRS43kLlYw6VNpqy63k3DT1CbcTziAqj128DnDb5zTdfXy3SqloBLv02tQp8cmfUKqoiSU5/+SZbFk7PXJetvUHY5Ilm8XdGbZ5ruOuWlQIOTC+mcRE7xiDoWCyXgwGdn8d8kwe0bt+3GK1XefM9i5g14IGmfxBc/tGw292B9ue9lzEoW5OphVyHRaBtWntDXDRqnvIwMPZ3jKdXeHIVPWxjJ7DyZ8t6SwzdFIY0lR74Rjl0nt3UzU2yS5phL7iYbKM6UbbjGxCnDXCg17FrJEGIBh5QGa0FDrpmWeAmL6fTmlFQp3U7430y8Fo7VXaFzVRLtI64F9LRyEVGKwhWb759oWC1Se02D44fiOffLBcb9MM7ow71i8lM4erwMIxevv6r+TKKuT62fCQ7RlGkkaMzHOgBqVNJfWjcJ6Xm1qIRt8X2qBI/G7ZWWTl9LeY1y8f0gx304Bhf5brJ6+sSxUI5AhwO0M6wB5h/c2Ua98dtj60vVkZeqlHANVIJa0LD3XWuvuEGMa0sKisoNSjrCLUcQwWmSA0r/e4PR68vqzipRH6dAW7ZnmjqGlUIAZfCTCWV5Bgjsd4kZeEZsirEYrKMY903OLOcq0154IFtpCrUjAIrRVVRIkIJVBZUlZ0wjBDflqBjOladXS7utIyb5SRqOAIpYOB6W5vAGno0a4qtaIWhUW4SX8MEXH+rmpVSCEAF09bA3lw2kmWAam9snSPqsXxsg3hb54rm2veA9nGCFSg4wBQHgWFbWHBhKs0XVV5CBpCGgBBaawyggEBiCBSA8LcUK0lx1cBBWR8qRRr4Gy2ClvpOW68z9HJNEeQYi6+leMv2LIEU11CCzVZjGz8YCgLAbK1jWVdCNGtg15MgLc83ivMFttpG5te8u1rUTy+2T/Y6+y38bz9djI1yhsjQ96YbbnvQbkOyhg9HbpTraSS7XbfXoY6BpUZFo/d3fcSnXZL6rt9WZju7vt7Ppi+b3Ox2OwEpV3ELza4nx8OTHc+CWxG801ufl1unv8nitc6P228BHdxV8ukvrvo7e5mlb79Z7hz+aLHOnn3xfGiaN8tKH4ZuI0qMktx1ecwsA5qwM+JWdzuFoA9tFPvrT9nuyegkzW5iqXjTggSkac+uFa+KWB/sOEI6V5WaeXTXNB7fbS2mxeuo0NQb7zlvbnMXNV+eJvc8wrD5aBd/ulLzhhPJ9aJCY+scxb/8ky8+/vgRK1ijyLc/P3vvu493Ciugfvoo/Pqzs4ffG+qaW8AkpPnm80vku3eGHdMpMyXOpysMmbYprZ10YhAHYBZdfrsBWsttKrI8/A7S3x+HF6z4cvHw0P17P3P/8X69HdRv9K//4M7V4h9J6+CoFB7McWOIo55TxevTTfnoo53XM/r56+IHH49fP7+sq2a5THs/HstLVKplcZH5ns8W+qtvrj/4Bx9mfPLs6Uxvb/t7tEMwN2CRVU5XI8s1AeENLVNtUJkCM7HQdl6WmTYN0xn4jz+C/Gm02arh3V0ybF9+uUnqzMd4izzUkQuaJZ997QZUq0rdblu7rfVZlTVICPreoCc2ZIXIeOTbKf+zfxsN/fThnV3zTJPgTgvr+vr2MGBZyrDpb1Y3Qx8QJfuGnu251SzfM0XLhKhijzvlxUa4duuehC0KWQW6hpHvWGNgZHndEmUMLB9Ye2ZR3N2Td0a9gV3NyuUy4pVNJ3WT1WHfOEL26app7XjsbG14/o2hW0WF5pgEkK+b03FZ/qhz/6Q2b2fFm4Dn3lu0nm83CcWNBkF/nEAptkvzwENXcdI02rOR8s7nm3f+8Oj0X12HPjIs9Ncr9XYXIAxuV1WpQRtKbJAsFQ++d7i+jaSEplAtKl6frX0vFBXdNikAQANw+nx7f0DRKkvNcCkjpHGPUoeYfrs5W26SvkMPAF5qXAB2U0INDxwfrOUvYhEfWKFX3+k4FLD/ZlUBA0WyWpWSUgAwcNsutYTgCgqWRKKpAQeaIGRpYVEuOGIcmSZEAPx3g0kCLSe+LgNIv3vcNnj+V2/Sk9B9Om/e6tDv7qq/uQHIQFQ111L99EEfbqK1KDEXRQsmBmS16tu4rgFC6O7h7r7n2o56ciy//pWU2XqROLsdb78NmmG/LqN5pL97Yk8X2nFwoRun3taN4UHkUTMqdc7lWwGblKyxEalZymmbNJeviEyg3zefzUVRrl21TWjpdsG9kyAFHUmMZLIOTXszLeRaOS3y5Hf8b13QWuuzZQy1/eU/vcxVN7xK/TtW7mCvYNG14tastCXQaMqo7rBG1NWSkgYEMrFBYvcdIwjJvWAuuEfp4FqmueI2e7bJaj7LND1yaadsIgcigmZzZmB8Nb/+6cdjN/LITX5zU23M2tfa7QXLBL05Y3u7vboQjx7Rb18lWFZdt9KW5xUgcHoFB+07O2f/9Nt217vJ42ZWNGXz4Bhv4hkoBbhjWfPyg8e7kOtPP3+DPaPTM1yj8/73RvHFhrWM8+vFaMcedfirq42348NkY4BUQKZwitLMw2aWO93e/XCATXMxEuotJ7LOFz/X4IvvrtUMZF+huyc7/+TXegjl8SGcIWCI2qfksD3QU0POSPcYXkTbZFXrbqdDMLoRVVEJwanlE1vRPSu+ySf/1dfffWw8/gP3ly8a1AikZIdwe9c2TKujwoQUKYWAWGnSxEyGtgVgMNxHZYPnL5cp55s1dCB82NHIrE+51zDT6dofvT1YT6fZbZFmjXWWdt9/OLKdb68qimuvgHvj8Z0ANgUTFpaM+dr4j35mf/GyydfJ//Q/fqfQjZMzfUDnE2sQikaTdBBsV4nhe5B29o5NW/JFpGPTOmeYroEzRHmTGYPgxcoQs0KHbOcd06madaaQQa12a634Vc0jyO81EXsDy5IqKQLN7UQYNJUA/vW6QbSA4z0YIT2PivXc1Kk7cjf1hivo8oH+KuRbOr4qwRp0YOhJfgGmFVcAAGPslM8n0MampaEHOAPUFBUpiQRvvsh7rV5VwLoBe6b/OtY9KLqoHnWsfFVvROHstE+/uh0etInGCbfLdWVSSBDa6aLLzOCcfYTgKnRWeSIBgE3lALBHosGe23DxbcFeakB8n1sqHEuYgGGObA8fO+yDt6zTTXa5LHFdvuGiaZoAaMMo1hhxDqMatENIXG5zJASJ1qWQQANAAEBaIAKA2bjQlpVCCEGt/n98GQLA4/v+/vrmLANjAn/s205gi0316USNuqbywhhzKgRVQlTCp0Kktd0Chgm3KcqlSARKhN7v+cYAUF0WuVgWwLGsQS8YHIB6Op/AYZt6SZ3NGz1SzPbs+TqlBtfK8u0hS4qTQCSFrHly0eiBleUCpFGVAE4DeLHOLARvLRRD5sjt79/312mJTFAz8OmSDVRdR82Tx2Fg0ek8xav8/JeEuLjrAOgOXQtNvpIR3k5sPV2vRoeGk3NGNY+25TbPj3r5suZO35mXbqwMhNUmtg+RM8Ik7PGLNKiyXgvJa6HX+VZUxFzfOdjyFph/S1kjFAwa4faHdg1hL4D1dsmsLvTbb7UAAulXr+LShgeHloWqrRnQJW4Yuf+B+/x0W4wGKNbHeyOLusynNlKdR0NWVs1qCwA2D83l12vc14Hn1EuUnabdu4Dk+t53dx931S++2g7vWJevJggjfsp1ig0Mcg9aBzYc+ngxyy4YhcInzXK5HrfGZfvu9fXJg68TP3pq1RFIwYsY7U/Umy0JtipAxvlMo1TcPUQ5MUdBvTyNGwXFoHPxqtn7wDdQMVupsO/4rr9ZQq/H6mplG6GNsdRVxZq7+8Fqyv7sS9bqy72W1JF09kCaoZ2hxY1udopk1wqUSEsMiO6GXZU7PpBVzDZRJCFXJUSp3+nqm6tzzw2H3rjX0VMoswa1ma2ymjheXUhYkTDMT0x5eR012jUe2CJdmkglZY8zDg2n0xcP+jtD3tOhiddFdZ37T0jXddN5xZTgwIY9W1puReEy3rYPdtak0CUfBi5DrNb4sVHmkK469iyjlgvRVZYzL87hLdD3/NobGgbxuh3URwxbBRsZO7hjDtHTF5EUwkpRcXpRCM0+a1TX8YEy2/0Rtl4K5IrUhig/p4/v2LfcGUqWSH0NvFOQAWgBJI1DZ5vFwKYuYVDipmXCGhQW5QnFbZZdrfvfv7/56tKSHUWh3dQbAD8+PnxWqTyc2Bo2m9R2wm1GzDQ2PCcxgVplvq7PS+PdQe9qm39alTLLDYUBUn0I+hi7Ida6uE7VswiozkBcV1Y7bOu6LcByrT2sRda8SuiqFPcM6HTMl+sm1tIHsCogswAXdGC6thZMlGWDtgw1AAGhMCAESEC1NADWkJoYA6C1BFppoCECAEDSbmrGja9vsE3KK8u8a9EjLfKOtc3pJytpEUJc1XdajpHOZpnRV7YPAAW2QbJYCQDWDHR8Y/cgkBaLCpLWrXQ7y+LCS9F6lQ3u7WU317p3GHhc263XF1cWhoN9982Gu5o9Jq41kqIxr8/nwhSXmRAFtooaAqo1vKqBv2fv1/z7g6So2W8yThoInLDlml/cuk+bBsxeDQ1vv98qWVM5vihTPy5CbnRbrWd/Mf/+x7R+YmTaCmo9SeTAD3k627x1wPNCLRfhYlMJewj9al45lkqXec/ydMssPthpTXvuOuu92N7mdTjs1w3xW75/aF6r6vJ18fqNPBib//7D1rxxi4t1f2Qcjs2vr0NbE87LujTWJVa24bdVnrObWN7ZL/bfPrl6RSibb0fdNsojM/hg35V3h8VXCSWdV79+bpuyRtpdi07LDh/u3byaVy1r5LWe/Og4NFLrEP7JX96ec6OI0+hlMu4EFIMm8t9tl9jV39xy86gnqM/0Gs0QsV0vTi4rvGxqv2cSZYM8XS2qE1BNKq05uMvB8pl4psAnQf27b7f+4KPd2ZZCQa4WksKwN7S1BvzYqS8WvFS2q8D9sCjVhqOisHrDgcFjluSWgjaCsioduxy0LFiV1Rv94F1Q2+BgNyxXaovzo0P31RzdbgVqdCPcZiWHRwZT6PYmZxvBBPRV9w4lmchfn8a90BCYvPOHO85Fvfgiqt8eHD1qz7+4Ro4j6ubri9ym+Q72cxxmgDWS1amESZblNXKLZlp+ZwAwr0T6hb039lvB7MtFb99lDppdS+kPmMyOerSpza+XTVARQKzhqNW1i3k3uL4tp7VxEFiDvjn0iZ/y81PrigLcd6lvRFXmL8HAxaqyAxk75UKY7Z2POo3lvbpctwQYu46+M7pIItJun7SqL75IjVW62hmjzcYPUd4ZyW19Pr+xVjkgHQ3Tfw/t/rfqOsZGgxotKtFDNjBNUwMOZBvLK9kIHwcOhAq48WK61iNP3kAo6i0sPzh8+7woeEv0DRUjW96UmZmP2sPmcJfGWj1/CoDOCvKoM3Y30wL2KKTSKU+EuAtk6Rq3wPpyw3jEGAISg/D3cf4ZtYu42kAXa8cCP9wz4jWd5vVvanZPoEdt+zjmtxxAaC2RwAALwA1UEoM2qeSVhG0XlkQjIZWoEbQRgAYAEGHJgeYKor9VZP/2LROaBhb5w7cJk+DPrpOwHZgYvLpmK46M0FjmRVuXfY2Od9WbNXs54w93QccG8w2smdww3OqArgeuzuejjwerS87T5B2P/jwFousMfYVk1brrXG6X0TxNKzMwg5Me//Y884B4eHQ/2AXNZRwYzGkbKq48AhKpdmzbdY0acifY+Yf3zf/dvzkLuHFRWOeiiWZWzsqjfXe52gCcAlApd3eRSzuthjssVXK1YobSz4ri8Y/32Wy26+jixXT3uLVkHnpTyG+W7ff8ddcA0jQZ7w691uzKBj5I6oaIR48HN7J48UnxWI0fpU2quW2RBTNGD4a9+518vUZahvfXf3jsqpyfx8HOQX9sOznkL0rQsusqlmHPMJGXTdGDtqixCLwQpNVyaTgd3T4cSWdgPp9tgLu/579a83a6uLpIPzpEzkF+dDT46nV6r2uUte9SeOdRF5hmu+XezuJfnCY1Tb9/0s7X5cFP32qns0+WNr5IW3eGr17Xw0UOR2GbIhmVz6V+0iXlFtyCfmnBFNS7wdSJGEJGyzV7h6NdJ96kjb1U37FBswWj3a47GD09U8ly+dMfDxfrHWuL4gVu5ud2z/FGxqgX/NU38WBJ421ivt/Hf3kbPOlVuTSkQ51SyFSYzsAlvJZ7I//+k2zLNTpqL9NeDQsB5LenRUOIkmWNg6ODo9F+9y9/M6s3k5luOtRB1H/bd0EM3ixhFtL5Mt89KmbPmuUL4R3v9bt+bhnSq3ptzRiJJ4lSyDpwriPjciG2Q/fms+sHLeetvpXcXB49Dop11WTTvZ0cW/oszwKzulyrliM7QzKdI9BxmGH5Oyeh0uls0es77XGv2LjT2ujt2bZFUgFXz9YjD3qHnV3fzShnjr8zGt3DIL+p7WUSICSSuka6md421+Blur0zMK+W+Xs/7v+r//p6E9dPQDHfWIZH7446b6apG9i15W0uFk/eal1vr/cdpx/qiy19oWUqAVZZDaC0EYwzimlDCTVR7QcYIGC1ZKtnXURWR1fz2A57pbzRCtptz/333PxLzlnsajJbAMuDRVzNkhfI9VWZA6BNE1RN81ebV0cU3AvknlMyTcxSfC3AZZmWkNhEmDaoWwggUvxqbRRi5ME0A8JHrmW0PM/ANSbiZ2pwMmD/7GlMlQ4BUdCTNF1U9YlrKRNIwWpBbBM327JxgOH7bFIpChsIHCUVIVxoTBHBWAml1W9dKYA4FjxflF8WsG3i9wb+W474doYvtdMLkakgNkiRV+19m1WNQYHVBdKFHKCo0huFw74l4qrKUdAO/Fqtue7tqsvJxpLgQd9qltsG6u1CG65l+Z0MQ5blX15x27HzGux1gT2/wFBsdI27XS9jG5PTRq4Avq2EZTAwi/6Ls84Wiqe2bdhdkiIKwF7bGDo8eKslGOUZ1sKbF1XHJmbETE0Ck6wWa9PYOChpoIEM7Q11Dsv3joJnr6cdC5VXK2oMlE/Tb8vdDovXMZUV9jBKIxg0DtQY9ox4ATdi5excp6zdc4c/3K+h0aTMEN1+XqkyFjHWPcKlZbUsybYWr3tKrSkN7rRAGewk6f5uJwIRoUG6qA2jevHVq/c/ehtIeLxjVuHuMOyeLlhusbGpoGciZhaneb/GV9GmHYLZhhc3mVZo5buP7w5/+t3RtrHcpOEal2UQiRptb08w+OTbkjZ7I7IWK1HWzWpZIFtPZTnRDbOUKgVqMiHnbHnmrHcx8j/l7mmMGzwPBupeG+iuA8fHl4lzyxE1g2/fZBhTSgLmaSU7r6bZhz7YVsuxBWzAGQKAS9O3IaYV8gKLS8AJaA26Vo5S30KZST/b9vwuEldbmd4AANdbcMqCtsDAGXqeJ4H5ya+nTZaopu4TbEIVHFr+2Ii+zZw1URtvq7SZ3V5dZHXcOhIVSqgxgXu7Rze2DxcNLgSr0lry2hVKoZcNLLHrDYJmG90ZeqeTUkF94OHqHN1VXBUc9+w6kdukxKbhcSMxgpuY0dVrKqTf6pg9d85IAy1Fu/1ec7RrfvVmmRWk3XaXfm+5uxduFy0IZBols9SX0ORFsS2hkjUhlY88A92lYlnXZtX8yf/ni1XZdGyQlFte0ExVeT3JS4AsyphxchQm8wybRGUykrXkTouSGMQOVcoNgECj3az8ohG/61Zbk/bsXZq7zYotyrJx66iDLVXF0rZ3Wbl8TEdickPXTcto1msUYC0ldAyILZryppQC2aDhIMSAEXOC1SQqxwFlGpgAXAOAbAtYgFBdEBMRy17XjqX2+noyFydD3K2VkPDsqrmtq02B9mm11xFDDxelyJUoQNowcUgINQxJscgboGAtUNClTquKMAF8AGWNqwJiVJXKIUgCgCH+d3AZDQEgxEb9x+442W5XajIx332CnUFzuVaGAIVURy7rj8DSlQE0RaN9k0Y535RiJVRoY1c2emzGBR3eG5+frYddmupqkoN+gLJ4fZPqw3G0R8i05KsEeDL1bGgCe5Y3vdANHZJUinVxM4ug5wz9XgTjLcsWdamRIkITuTl5Hx9OSdulQ6pg03NClUSboKuzKrvT20e2uynY5bZBAS1rvKOYVqiSoJB4c9k83EWbi2b4cCdLVk7IdF2Oh+Dq57NDrKln32YacSHzJI2w03LLopx9tU0N2HlMZWk/u86jR5Ya++uq/OZsO9xtKatha643ybKqPRR0LURttCwbB7KQsM9e3YS29eQYiU7gnZjzqOg+9F9elXff6Uyni5u8ePbm4uHdvdVKRhn32j6PL0WdOtSKYg10GxeSyqo7gNHNxLasQXfgm0bYNrPp8vQb3d03ioaHsvSB84WyklXl73r3RZVct75oQoeJ8k2srMJCLGt4rSEEguhUIH5/Hw7a+sej5sW5nJdWpOz1e8f3wu32swJYNluV8/XteiIEGDx+t6tm8+5GHf/w4b9+pu9T4/0efnadji9Xe4+9X60l/XYzY5IuF/1We0jJTS1aQyN5duUemT1bvpyXznicpBHdxkJp2LO3la7XjA57b//g0cXLbHq1SWScaRESMy/R3r6Vke3TtIuZbvVRmDRlQp9vVA/rj+/v/fKWW9tzo7YPv3PnISpSq/qGDJ/cPWluT8ebxUxDIyM1MDZ79HadNC1Tvqz7gVklWnPHKB2L2qc5dwBPOIGb8qBtv2TNGlhtvt3mln33GN9rzb+8WM02O6PB85v6m+tISjwYjmwLnk7pUnjBNq5APALFPVZlq6rBpukr1lAlSa7taF24qnaUvNMmhsmbUhMNLlIRAfGwDxQD9we432rFi3Q7RYzX/dH4nqtr2XQxJq3EWGpuWYAbAIIjQnJHvjmjOvSwRidR/P1pPVmuv+EnpQ4ix6BG2qJoVTbSVXWOnJZdrFMLKAllYdh5Xtq8cR0UWpBxLQ1IEBYFl64eD+kyMRkvTQQggSgEqmDdu/bNK9lyMPDKAxdGMQ4QMAt5dwSjkrsE6hZFmWE06W9eqYIDC4JMQ024p5QvAGBEVEA2ssEctELchwzjvqFzZqWT3LMF58KgNpBaI6C5gloB/e/S3+2Mf7PKf3wH9Q6kHZIN9RyR/ShAU8pfJloaLGwjbLPZUiiJoLABk+s1aB1gHoO6kMTy3aClmfKpOc0TSvSdg3YP5Du2KHMKIz9r4hWS/ZBWEam4W9Wqbdi/c2zp6RJqbZYsto1JkvaD3dCyU6rkqrQsy+toK1bL2yqKSVHkw93mllV8CbSUI++BPeiubmGZCehXAWkuL7LR0AhBHQSGWSlP8bOinMalzGnrej3bcHcM96jfdcz/3g/8jTQuMoatJoWtbWZZc4+WhgeRP6pwqGhTbZMrb8RPM6usgu//zgEti82nc9tvFMPbOmCYoEGPtOzFvOq20HbL0vkbNqufPDBan7+enMgS9Hof7pah6FvTm2dpWYjOsPvm85vvvbXz7scnX01ZVubGYQ8TY/H51Mfq4J795mWG0nJ7kwy7uMrjjPeXjLUTdfKoc/+uqqsa5cjJpF4s8nl+tM/xaGHzzaeLDQ86r9IsbGqnYQ7hi1WpTIRlA6rGtJBmxnA8/HqT1V5jFvXOuPUekV88jVcUD2IRiOVsafQ73ZrRq9JcnxfJl/L5VV4/aO3/eFebBX3V/M7+7rNqAd3CUODtx8fR+TSqqrVW1OC6ZUXtnrThOi87J6GIVCxNbPZNrv/RP82/++7RR9+xLrbsL//8+WjU4zzXeekoLZl5fNKdXM+Qj8rtutPZ5d8Jt9sVfHO9fuPvekfDcOex2H4zWykLxtHmwZ1OennljUdJP1T5eNRHb/fx5TeTTRB0svVzzhdo5+FHe4vPXwXh3mRlecR+t6NfT2fv73RqrilaX97OW7i2esOzOas9BKW4eb6CiItjIz42fdXKXzIUKdOiTOSG4OyzL+78w44TVfuz8lqZilC3AlMVMKkszh8Pw/6TnTdPbxvIRGBV2VpgMYmA58EdAzTA3BLtEvtsLjtt3wodsJo6OYxMu1GxQg0vm4CMpukceDaogJ2yPG9stKnbCABYLuvbW3CjKcEmdluYp47XrOOSA9lqmVjX2yxjGAsNaCMolX2LylrXUG+ZGmq6KoOWiTwrLYgdr5taIAyRDC0sa7Gq+/dceUMNznVZOByuK7vi8ImB3izYyV3rqkag9KfL8rvv2N00nhNwvgBnygSAdBTruoaV64aZiDcNMAFEmLN0wvtdh0vC1nGgJWmkUkBCiRASjYIQIKT+u2iGRDG/axJ/w3Ng/OXcUIH4sOOCocfrbUvl+0PTUhjyckh0DSXUcs5Uu2O42kgga07GhcCeb95884oMvFpyTKSTFwf79MQR9xH4z19IDa17Lo6qhgW0klhX+YM9n+SiAMgym4TpSQqRTaZlRLA96h2J9FwTXUeECrsNg5bffJMtn5dOhVPLJgYwKqnROrGBqGSSTuu80giI6+uItIIokTsdfZ3CeyFYRGDHV6/OZ/4guI30ycg+/6YcjVDK6nfbeQIgw3XwqPsvr4vfLM7+zui4qqwrhp/0W69a1tN4Nq2So4Elm0xXpeWJ2XTCZEOQbwbdwDEVp17Xuk0XSbU+cmEyBH86i3/P0afTc7drPnrwxJHVZFtTQdoeVtv48Q8PUtuebX2DijDA0XVcXyV7vRB47uTFFakr99hwSDtutNUUtFwBbYCc3H7FewHEgU6t8ZzFF+uqq5Oasl+uk/YIT7eb9eW5Ew5viNQrojhDBKqsBJIY7rDVttOt9crU7kATVGCVsbhcfw6bEIOAVFdltRREjQpgEtvZbjFx9s51bq7miSLrk3df8/6xktkD89U1fvvEG4n4fMMvYzx6ZH/18/kP3j8oEuGPzaVEyKlLZlyKsk0DZO3m58uPP3RE0rx4lXpHx2MN0qLZLiOKCSF237fz27VhQrIGY9fHrnmZ0Bvm5bTvjsuyKT9/fbFK1VD2G5Ksb2kROMGov0N9sUeTVTPas0HJUAu/H7pqbc4S20F+8Xq12vgtu/u6XpiJNgT5cqPLrtmjatztsSzSCUryeqzNKfbYNK1YCezSud9p7ffvEPv8mXT2UPvQ+c2XV519evQW09srl9P5omoqwyTGy1raZmM5qkCoAer1ywQTUjGtp7mSWDKnu+NjmefSmC9yz1VpXu6N2nmR8ll6PO5srxtA0EDzlm0spZHIqGejNawCPLy68qm+GTVNerGgmapdsNLAR71UDThVqLbVJjEMopVjEFVEIOCKYtxoxZAFahmT2vWMbskDWyvHdONYGKBykEJCuwTGjQ5NXAupIcLQVP50sx0c+n6Uzk2znbMD11uU0PToz9cO8k2T+ycHeLGM8wRoABIA2zaEAuzY1CRIEhNLhADEBHtIVkDavpEio1k1Tl1jTRVDFBMXgLTkWips/FZiAIAGCkBi1tXjLjvxNHY0dOW/eIm/xp5p1eYQtz1Y3VYL0Do4oa4h2gZ+k6iIKbsNLxjBluOYLdDE5VXUftCuo5pAKqKyu2/2Q1CtEX/U/L5nzl6xTzbobt9crUtsVaYE3ZTFED/22KlGrFEtAKO4LhA0/a70QhgMitUEuaYC1bdl4bd6Yzfoe6Z1sCsZrwCelgpZMprnJU+VtnWWA10MQjsFgAA13RTjTvvlLb+zi2ZxhbSyFUegOrtmg2EbYtXvou0SWcjDN0Ugqx87hbT9u99voo3Yl+bLWbUqVrzKKeVtuosna2ts3EyTtNKsFvcP9955a+fqdnp9tfKdMthDlmW967a7qfzFK/W/h+LDTvHwPi9Xm9NCsRxhibnDWn5ojO9ekM6urW+T5ux0STqhfqcz+/yKdnlw2BpOUPRmEqkGQ7e0TLOBJ75jjdyq0tIKFvMtAKuwTf9ell406F//grXvD7ywRPHq3UfDQ1R/zqypFFpyBSS2yO7+wd23j8ZDdAeIDSynaZJXGWUNK2meOPIHdqZsXNxQxDOrY2jP7OBOP5ChT188n0Wl1fOBUV5/clW805/75HSp+0/eQ9PJril/tk9wXw5+1ommNCPKxqRbhpxXoU8rxunQup1uUBBCQUM7psKtbyv7oH0+zQQxNLH3fF+WpcBIK+wbph8KMaqGN+Vqi/xeax0Gm7Ksi9SVIE1yRWmaRc4bTWNx2ItXSxNWuEfDJHSohE/s+nLpGv0xpjsZWLKWf3MyLqfxqfNDLWOu3zxbpzu94J//evsPdvbDyVo09cnbR+uG5wnzHPXqAg13PPDJ9G++3m5zaY6D7nAH7tNJWR+YC3tLbq6FN+gZm/xyq7p3/WgKlnE1GknLI0LLnJmGgWpdCWXYbWDLZl1AxsBwB0AMJNObCm4pOvbZzancO/ZsTS7epB28V2s56uCkcVRl4ACpPePiFDcRc11Q/n3w5j59/o8fBav/fnKbMPoGmTuDk9+5OvsVdprKF8lW40pipgNOG4H6LnqaVy5FM+n0JSXrmLi44PpIyghbUcn6Frri2hJmHnhOJnglWm2nLZMlcEatwFDJIq6gZRy+vd85MrZplmLn/FXqEE8RybNGa73X0v0dqx2lVystNRKQQWK5qim1dAxssCpLGkthKKVS0KVYCVLxGkBpIm1iACCQGmgIgVbEEqbv+zNHTbjR6am/+z376WJ1dSsozj94G3Wp/uxGzV7yO7t4yzTuIahoKgzc6iAALUc2283ODtpuqtMN6ko16KJBB6yWHK+BWQHPBZMCtLDpmmTcozrmd3fN/RF9c13lQogM6YYXAG5BwA3Dzud22HHH/loPwxGxNICV3h8ZL2+NF3N+ZIs305jrBiDdHYy7XRcvYFJmQFcdx3GpN2zrV28Sz+Q6z6yB+9ll/vaOU2j5clMeGXKjebNWPlQKoGFoJHXToVtugfYT/XvMbrnJ5XNA2qEflDdJs1rmd/7eyY9++OG/+ZdfWNM4rqv1dTrYp7Vv6g/eHvvyZjabXW69u0eB510vc4istrtIXol5Gz1qV+f6HCbKV6BiuWrB4bgtwid2XsyXCzPf4ocH8nTC5mVnl26m6zppbm+z994NLy6WVJowYwjq+Up5xXp00h/05e8/DF+dbl99q7+4BGdgsgKwnfev3oD/+O0PT6e3N4ze49UC2sqi3U57cDTq+e6OTeWmuYBkoIwD5WeKVsyjGqkgLG6Mfct1XKo3p20D1CaWoNrwxOx7olc+cNFsBM++XO5Ea5jwV3+TXSbjP3lt7lXt/kqaYzB6t+381dn3huLsdOF3uh1Av7qW+C7qVyRMIWIi8BXewOladN/e8S03vp6i5XaXY+iZVi3niWSWRXtey/A7ZgGvp+41yfVxMehc7UANt82k5perA4JQgl8GaXidte2dxUw8PUvfGbWrzeA8imx/X5u/Ghw0/+Hu8NrJtzd1/dihuyt9cETeebT49mmY4PSD8Yqp8px9Od23GV/iWb9IVotq76iT4f6+x+2zeg4zYtT99zz5VnC+bMTGpe4wylkcVTuBAMkqhypse2WVEMt/9ztHn7wsrKtqfAhxE1nIWDXWbsuIlqubynPbsFiqkW+wikXQNU3VY2jXsZcFu5oWPzuuX0Dr2PcWVZFHkeX1oGVXAat3ofZafYTze5vgY7D9eA/87H+9+j+9Df7iBvCeqs8vkq0ydNDTfr2McvOtQzw7ZabtbKOmKMAQEgjkPROsAJAAauKCPP2yBvsPCAotUFSUaSQr0mQMGqCi7zwefPkF67UpT7eDjjv+3VHCx+7e3iZPfJ7yNtj76YPN6835C1YB5lNdS4FEpoS2uWhk5VGzlgnVBAHLZKDkhpNFXCmBiekQg3HGSw6USQjCAmAIlUYQqN/mMmbPXBH8poe/+Dp6KxHVe+0NCgb5NLQseVtnpfZFc22bb2BNBur0luXhXW12dr2GuCrYzGWIpmVVN16rqUe7sA15dgstjEDDbAZavGkxuEU8X1cGBXMNXxf61fPtH9zRr94oc+gIhmJpUCw0IqcM71VbzYvpJl5sCJKNAcXpObDCXpE3cV12fJ3alhYgcKy9nWMHBfX1BWtEuLujm+z1dXp8ECxWxWpdDml5OAivlnFgI1mKvOUHUhjbdWzaoY+yrGENIo6QAIauen7O3reMw4G1NvUmAiqusYHBVf4Fe9NuwZtJinhqOIZktMXiF7/8xs4XQLFG0+hC84N+LkOORDMgfzQUNYZvrgUhE69WqKkL3BOwu2GttpCWYxsBEl43f5EUiiELZQk7PBry+bz1Xff8ZQw1IrjUmJoad0YUaThbYq8Wf/pX24Q2waZyQa8Fxg8Be9cq/uvr7fVFPOq5bku3IvFh6GVP7u94eGiTlEMVlZLz3G9YxrSGGCGdeo3kyGAQGIRDb9Re5CO0ZX6eI0frzfrAX94Uq4E27wtJGyb3/U5truc3tG1u95X+Knr2/PaOkKv/9/LsqTZ+cHzZgP/wLr79zc1bQ3oumkd27JT9Shs7MLpQVntnXJdFnVZnr5LhYMdtCF1tMqRIYFk+taEmPaPRKYPOdKl6sjo40sDCznVCbqNb4XuedhF72NhsSKcwQ0WJVTXKO+svcLyN+QG6ftBGV8tHtQrrnU9V5z96oL6oV+kftv2rfzvsLydRCHffW/362+7+oe2Or75Zn7Tb/8WLJCAmO69eVJufHXtBi/eGroa8KevVNDVCo+a6uwFaqSa2IILxK2i29bztmI6BAb5M2Xc/bkUzvN0kSrpb5e08PsgXmymV41DGXFjDLlZyofJWB/BJ4vY7l6fbww9Oqkk52/qhnLSd+jCxue1eK4PyXExlNbD1Km52kFoA9RLY98rq9guQzcEgN86fwhZ1DRwZ7mhILdYd6OLmDCaAtJvsxNQVoY22Y8BfV8wyVYcClueHntWwxs9SB5Ab2nFVUfuhgXGWKBqYMkUt28UUW6hOW3aUE7+Nq1lMahGZ2PbZhVXuPDQPB6NsZW3ON1XDJktTZSTsey0KksXGBXxrWC2vnRcVlTWGhjSpRbEhBBNSANU2ALSUxkRxJbVWGmikAQREhuoZF0XLBUH2olIkyXkNDTfcbbtiXq2KUlbAaTdsaHypfEk84+QDr0y1exmyFGebfOBJAYCUB7swNIArEdNWXmQkBHUOfj0H0IE6F/YYyERzaB+0W1mW/upleejqcs2YHXATiCbJY37woJev64ZXWpQgaFFqUOGYFLfv9vR1BDwjQF5xvSrLMjzuQwmG3WCzdUok89XMklXD9by0Op3OZJEsgVxEdZvKhIlei2xEjUqWUrLHRJ03K67cjsdy6bmWLnBI9Fdn8iCoLXcDHTOpK6ABbuNFOnOotmnz4kW82+kE3Z3JDFrnz9MDDUPa84N8khCuOj1wbSPR6bR9m2o5my6ipBj4KMSUY49tA5yIYv0aHO+4yEyiLGwBmUJs6ZIniwlzPXSx0CejAWsESBPLxKYNsS49Al3KTQme5fj7R7wDt3+lpKcUIPJlLd4bWnGOfcYCBRI3NBtkQ6/TNjwuMlVwVAAtrShVEikmELKUkthDvMlXZ2xTpIrK/S4a9IQVyolLFRKvPk/rJJgxVRCxXmx+78OOndNXi+SDH/qXyXNUo4QA9faTy9uzbx+1/5Hdix06sOmrN5MPdsUrXHzv7kH8dbJzQtIANVQpho39YPar+eGuRyvTyd2uMDkr0C5qhLQfhhIXGYarlO+E0pml8EXz4SjcvMlE4baCQHUL068HWdndMy9X8lUpDEPRE1ZdTE2qpQ5nvLVYrIbc+fwsCbj1nfnrw5PzH/yPFl8/tZ5+7nA93Fae6O8WXstMDGYEbmg5mZQYf86rLd4uc7xaAsfR+SIZWJ7a1iS/fdxyyorYDbfWbbHNgyxglXIx3Pi4bXKZxJ9/clsrczDw2oZWXW+xzdOoGu+7Ik4UY289gm+eil0f1awOh4RX3CMkvl5VkQ4OPM8KvplLm6lNw3pdngOpzThothU2il8p+btD8ena/PXmcOffLp5yYAKdfqlVe9BqQ4Ovb5ht3PEw6hE5aOumzMeqfrZtFlwPCOyYcMZlyw9mdX3NieGrOOeAC+KvkSEEbWE4sKwJNvPTlI7G3dvrrbfbB74PvHY2bYpJbIxc2YLktip36YSj3v2R2Xb1oky4merQDohyqUwrczhkSdZqWU3KMZTYd4VABHAsNdaSK4ltQG1QcVVXCv22x0Z/S8sjox6apfzFz1fW3V63Awj2/EKuyvjlMvEYknbHsh04nMEdpnYNUCvGLoYPkuvtuRba+wDDW+3Mm90D6UuFzJAl6VLHAQLMA+cMawV2bGAABWM4lGDOKmzv/qAn/+YbPU3KhwS/IrqWVSMZdcjixcYdeKqW4djLywYVvDFCjEB0k8lNfDvjO3uhhTwT5OXtFRn6UYRWy6VpCiF1rpGH6HId7z8w7I2uWNVuE00Nj4Qv5/igo7vNsiBqpZo2V0DJ9SZvuSBZscQ0ECaTDdFpedTTi0yvVN0LQ4FNStV6m1VVmTLre49Ohh88vP3q7HoTNdf0cD/YebeTk+mbs9vzaRn2RwdHI6/VFhxUcaO4nMxyFaD3HgbA9jdFPVudh/YSdnd6PTRPObDcEJTaMMZDQ4uma9tQoZLB3T2nuCZnZ7Ne18kwOhx5Q0zfOdKlTLNq6z/Iooh7hBq417aanQPpUbeKPBl2Q9/sH1Gg+O1pVKrSgE0TK4shgRrAsxR7GkJgYpYWrmWZYcfWsovq0JRbA2+1PnuVVzcrmfDh0cktUSu7KEpd3FRj7d+t2W5+eS5O5n5frXa78Pq998HZt1f53t7/wXpv7yMLe8t5Z7EB9tdjUe8yWvmaRNbQu1rm/QODLgHOaSfYTa5rp10W0aZ37N0OwhDfposy6JhIGJwGlWDu+dbBxrylN2URHga+YwxuspHp5Dq2HqOn19u1V1/HAIGa6aCc9/y8aUDn65iMQOfPftW8leT3vNOvpbva7t95zwO7oBZuMvbrTzb9IAhagV1FgZA9h36+FeZb9lZXyYlX5quhyczUuhOD3kpeJ2Cwz1axsUn7PySdX3PO5dahm+w2MpCB207P9M1GM0+W0ZznVX9gZLaf3GaD++3ZF8uABJa2z1bggwOyzdOXcfXBk24tZyRPLyr4nz5sn03gNrZnlSghMurGN/Sq7XY/7mV6Uv2FZCZu/yxeL65lXmAASrCmrWRzyW3sVse4v8Ee0iqv/3pR3wlAIfQYqeO2/2rdTDQ28rajNidEPd1CODQ+OPQKzD9LjWZOtbXjG1Ek00GrMy094fMcopYRxpdI13ZjY5MBdlpbnhdcNRVw47T/w+8/SF+D/Gq+13VryLKmCTpuDrGFbZYWkHGL6AwjwYDJZWCiy5y7HrYcESVAM0ANwJUG+LeoPAAgIHgtv2tKu9++XOZKc/vqslUZH4DKNK3PBDgrJfd2OyFu9dfvg+zNwMp+cXZ9kYw+lHafkss6WtZvn8Au1USiTSKikmAkGqGT1MKN3mtzXqmdHraYtjxIS/riRf0blEDZUAg0ZDepkqZOGFBQAC0IR2m6ASmwLFtBqk1V5QXRBcLcs1ERzwBCMjDjOr+5kW7e+NDRUgKpldlAKLQAX5xuToZ+EvlzaEDj5GeP9n/wd6C3uhGvy+928fkC/Po6t7WknK617EOxlr4HCOI615br1r1eOZuTNOJuKp8ct5+dpXGm747CBKIBj4SfeJjLLNwdvru52iymgmM9mzZ37wwsJ0jXueEQalJe8MtpEmIfZhvBtGPWLuWr68gXgWWbntY+crR0RiODSUwtu4V1syz6QbpeXClI/86PHJBmld375jpPGbbMzbqEBzvdhmDUZkwiVoBZTH1o5NIF0GrvOjvDwc3lLE7KtmFbuWwahWVaUAc2EGorrbihKqPCqN9+1HVnW4CU4Bg2aZlvQZJUnk+LwQ7A5efRRuPN6OO9z5dQlcLUvJ5KqKVVXL9tdz22ybbVybbJX0339lrLr27qN+tfPDK9vbtnXxTOI+TZXy+3tuVqi+q9koHc9tZwwLQgsRrglWJq6MDBgBpURnbLqUyjQg1rAGigLaUdY8oDey8RuO+rQOfxtO9gJOeOosPdPWhb33k3ff7NTYsbWqZiJH9dBBACR986dGidXYu8uudazmKm7tZ6nuZhP++TW3CTHXRu3Varb1hP1xXNWlKVRr3pGZuMDjtHnW3axF5QoRqFyKxbO3g7FxAR2zV0ucblFswWcQXBoENaLZOn3OCFcprLKtxxklKvl6vRwG2yOgisyjXPL6IHT4zq2apqaOvweHbDjiG2IKco+MUV3uSiBB2kqi7ZgFx3p0Ab6mZyq/PKI+DhiT6/WsOqhoAgYLqhCfdP9vUbU2DKlm+f6P/7t+XDHP/dgxarhKyLNSK/XGYPx+B7BRihm9/EtNYUujxVxm8u8rhqAoPbTvd3Pz559emrZitRnRu1afgB8YtN3jTZRmhRtHG+wW1CN1bHjqaJKVanOTVGhWU++ju7i69nlADKQA4dLNNtI0zPqghAQgMukCAONae5gNguq1oIYAEAXLAtgImAVhBh/bdNdr60Q6Xu3/PW3FnfbIxlNG9Ev9vmpmnLWCUsW0zeOdndu46TujK72as/AjFSkW+rb+UagyfvA7fRugQ6UgQwNGivdZPPmaG9H5DEFubcNQZ2yVKdGKTXB9vtUlFhAqQlMn3vASHxMuUQloBzrRRTHc/MC2brRmCiWeO0/E0FbEQBkZwzCqBLaaNp2zQswArtVWhLJCaQMkQCUKaKbBgnLnCN8O//3p3HAWXLlwKj9N12Gm2GiH18Yj1/xWuAWGPYoGIQ1kwhZZ8z/cGFdHPhOfa84IjAyatlaogc1bjAnTW6+U2ce82mgo42sgQKG1awWc7WWBKlUd0P+YpdXycgIJzqo0GQCO+X1+m9YSkMPFlRyycoLnJQuC0cCDLxHR95GFZpbZQStPZJcx0deurR/bpkidgPN4uVEbZagXU9y1DbSmS5O3IvFwgI3vUM5HoZp8w0TRuvJ8tyrlleCKPZJqnlalirTClrvVUEE9YEANZQ1xWvpdVwW1VbAZoCwzXA3PU8UF0TYA47g9AQkytmiQ2veLdbhwsPKVgJR1eXy+13dva9Ri65sl/GVr0U3Y36x58d+Me3Oek+6/7m/7l+8D85nnZvd0No+djblphBkBAXmYYBquqcmtaIVZY3Sh3tAprJjtlC7WSy1ywua8aNIbeNpSYmNp13RqSupCZU2xQhzcFQUigMKJ1Wr3p0J4x35et2jiq3ukl5qyRRWivrperSGVuV9lwHb93prtarnWAGp1jTdHjPm6xSitFoD76YNB+2aNnZJEYr/7PMM+WtMZhe7/2eyla4cHU9ewbzbDlwwJukbRmgrvFy5ZBeVnaEFV8XhRSdbn55az/wJ5Ok10J9zjwJzuMaaqhXt+Nd7c34bY3xaIgpNeOpy2red/+eZS7m6Q71Xgqpm6oUTU8DxCw9skGsUa9dXs5WZotXDnlgD0euG9fyONyNOfQdIwfLtJi47MNe+bAfzK+0atgUYMAMC6h4U50JOCMkg3JmIAggX1XvD9w32MAN5/F6+vLzVRy7EqTMPXbDhfLXjtW8rIggui/Eq8Qx3NQry+d1/xCX263R6Uy2E8sSX3wyy1Gno5FSxa4FNpsGKBG2nPSsJEpopCQFZ3mRSIYJ0VIaCrQwCE3QCUBaA6j/9lzSGhAA1LOi6lRV13IfIFu2118s9Qtsfm8sDrP0auSUX8HdM3eQlqBm7x2CYhfEACRfVK0Tn5rAWnAba0qBxiD0+TzezGKL0ZaumgXcvbsz6Fan6y13TVIB2WghITAdj8X1odU1BV8mWgFz4PBriRyJurGoHO/uo876VcYMbBpACL3TD2yns6kYTuKSYdYKW0DVBiJOG5aFW1HWILM9Fizv6Bqkng4DzGfv/tGDJ/ub6//2FIHrSjsxFp204tLhN/lxy3xadnOeEqAY47WurtsERrk2/KbGa47zWqdvsoMdjBmv5pv2XSNvmnVMHcg26wny5KuneO8ukhqr1Hj8Dx+xlcRPL6lpeEH98sW241v3jg+2BE7X61+fV64plbCMEmoOCWJGq4+j1Y4zfOG0xtT3TBuFNVOTcb/z1pydXq6MxyGLt7SPcFtGspKHbhc5q4uljmPHtEU3XBWYbwvuDkhaL1M93LeL6TIEOaR2WZbGzWZD232zqd0wa0SQxIXXtanMmzhWm53AChyzRvqmslDKWqzZ4OZgNFL2/n4zBzvVhsHpeRrcT9y9yoT+LKewiabV7ZPdoonO2223A+VeQIc31//i8uJ7J4Re1M31/nFF8K/sxO7E+frHH7V8VsS6hy2tYSEAS2hBIDYaMHJUPbCKm2yTutm1OTB0KFaWpzOjyUZ+HUt00gOBb98oi2kS2sQoU+ncDXqL8623A7bbkoR+qwIfu2wmQBYtskgj5EZI8MbyK+cVG2rXiKaNXcUulxFwXm6Kzl521DVE1Mk6LVuBlT03vWT59pCfjm8f/37zqwUvC6wpsJu7kn95M3/f2v82r7p6HWBvudnMbXtvpJPTtdjva5U2l/newLr6zdXRvdF0ut673169in1Xa1i5Ltsu4WUGO0cBK0C7nu/BCnbBF9Q2V8rF6optmEYtQJBwbCS1bXSVMXnU9yHY6QTZnu8YZqTlyCovb69dT2/fJMsc2UtYgfpT6C+L9E1TfjTw+VXTJsaOL58mABC0r8HfeQx/MUFJ2bTHFowPhyL5ZbH2PTvRQN8ReqmFhWURrb1x0A2vt/MuKRi002Wl9gfN1W0BQGD0yxsJMYZenSwZ8nGyEUePWvHsFmowrcs0zcZB9/XLK0x9VzdpauUqhhQbnquTWlODcVZigBvgO0AYkAn4tysmAEgK9deR11kcOq5jkKg9UpA1seec4bJvkc4y/xZQ635T83JIwItPgRmDB0dg9QSwi/JOiTyFAiZ5A6oY7EKw3cqBsidppVkaYcdmEfegBTEgmCJCctG2qCirjmUyEVU59CDVgE25UlLd9w0Mvcowbs7WoetEFAPOHc8WyhAIhKYqLN/tmL40LLNGJitKRUXOTNUObK5qg1SJFNTSqNx0Pr6/G7DTLzcTbLmOi2a5bVnXia/WdcvTDDRaskYDiMcwyJIK4So77o6+ajZlZnJUkXG3WC07J+HNKq4C0pB8sbzc29t9+SKGoMZmLVXy1Sepq1W3c1KC/miIP/mzb4332kOVRJnY2zvU9wfl9YySvjSy59/M7t7zDQyamJv99voVbjCVKnubEq2UY8Yvvl1PToqP3xl8cwnD0R7KtqVwm0oFNaSGCrVYn0d77++k03XJTKthBz1v6vgDR10vELVMcJ0aAkkk8+tN0IKJEQzpNi5pk6SBryfEfuiIjAALBG4JLa3742BWYHO+gV3D8MAPA1oxMpkwOXRo0EeF23UT8+Ictdrq8a4HOrM//uzwYO+byOdrPh71P3uWfLdnjpfptw/HODDfvinq5dchvE+CYJE8KDed+Su7YC/TVDw5tPFrFRV6fdgzGv53H8AcJbe/+ja+zV8uoFfCvm3t/2jMiIooBhebQ1UE9YZJwz1p17+Y3P/R8PQ314FTMZn+/jtN7GyrPceLAM5ohR2U57dmDe70s6142UOypsbWmFMg3ajBtWu1e1kgb9RJM3G82A2s6eQkbTtnNfr+g3znnYvPjTNuD5sLO24dduEroXWN8daAKWsyKAlefc+1wDuaDAe2Cboty1ktZn89c3YANKNvp82w5y23ddvCLz+L2j5FMjNcXU7BDTfIXVeajtuU3jbzDeBA+y3ViTB+wxNb1wyiRGsD6BslP2ysq8vqwLcEgcg0+RajHiZ/s9l+9AitL9EL4ScwnpTEc3QqfRUMvtdaX8+cBrkjmpTqdYq2gO8wm2jj9nmU2HDFsHOq5vo1tTDmTVpiwFm6tOulrKQ2zTxoJXRpt2zPwts040AJ9fJaughDoE2ZplkY4GpZKC6qzOlYzC1fX27qnU6Qz+auBdZxVVa8hdJNzRly29i2QNWkDABYaYgpyDjyTSwZNwngv1XY/jb9LXzEO61Pz8Buh4JuniVsvq6NsDSoP5Ut8++592Rb+3XwUp6vjbrk5KVefgoe3wNjAutL3PYkcOBVrn2M8kYNITiK0wq2KkC6Drf1bFoovD8kkqmbPFBaN8pzYCVkyZrjjvP5Nv/AhmcNMDSoC57yQnhFt4XyuHEgUhIzLQ0t6igGACKJHbba1r4plBJKZtC1PQvSjElTV1Uhc2owxAKt/qCHWue38VziPKvmJVmpnFSm60NbrzNUSFUBLgEsJYorVQscEvayWLCmDvtEZY0bxxuOX29sR1ZZjirTszFfJetNlruPDiR2VLkt+FLq1l4X6RRv03R80ovXzevbprvf7d0biQ63N2S0O5y+nnZ3l3hX3Ca9APuGN57eLPV6e/QIDmXVRipJqje/uZ4+ou23ut89xJtXZJfudXS+Kos2Fd4ApJnAQ1StkGk4rqtLkV1dV9ZuOF82vsC4BkVU0o6zjrhLUMmRBjRVHkSasKIs+aM+nZ3H4aPd+w86L2Z1yau4sYZHflUUtRCk7cqOrysXL3MBebHfbzOVn6H18syquL9fk2b28IPOIDQ++9U8mxYPugczhrYlyC9XPRjGBAHPPZuk/8CMol982Yb28ff2roi6eA4ePTGTCOyKo1kctfcyZOXdfnP1dF3GaKdNrl9la5V+Ch4EOw/zxaSTFTshJq7dAWwM0svrpMDZMCGln3GjrktS+Fw2DV7lTCCVU0pYy5H1iKeL2VNTHjzqZSsXK7OcLFE/WxOQ7b27fONVfE2F3hO0mFWb2cQwd11YP3nfnqzZR47/lx/t8Gkpv1173ZzkQpZNYxVTMN/X4fGHA/fv72z2SCJLDEWxMb1Hu49d/+qLKUu4mdf+AV7GsWMBakDXU1nSxBlqkCsGbq8NwGI7YqzjyIrgI9D62DF+XWoSDC+r80WlDGylBNXMjwubqnQ+v/poz3q+DUCj8CKBTW2cr5Oqthor3/DxkRU32uXti6uYrloEGmc1FIGjRVU6ZNfW5ZZWjJxqmnBuhe6JU7Uk3EPswxx+3aDPQ6iOPPjCpFsRoHE49oBW9S2WxIEOp9rgyuRYg3UOg9qnjaipSVjDao1AzOTmKvFdtxEqLsTA8mSzCUzV6AYAbVgR5cJSwHBIIjUESkiACaw5NCiUSmugAfzbu4mwtsFUl2w9nVe1X99v66PHO6nVhnhnuui1PdlidbbROnVvb5vQwOlMwIqfeKBjCrjb3t5G17mYSnTHNZcGF6awdq0TwxzXortdTF2ABq2s56CFsPPaVsAN7bJuAKf3A/FvttXbBt5wYVIgGqCB7lO1rvVNriXGoOSmK2iBSa5t168ZTERRReuiVly1LcvzvbC2i6bgRbQ04bpmjGgBhBAAJS+KXIlow489bRnelV/zqhbTtBIYUIptbmbFAvACxLwGCMAYkm6POz4pgEFjOQ6tmUY5AXVeywLyiqcAWlWGcjW296lUy3K7LZr9tsEE45u1rKXZa+ttVFTNwNcp5erbrdGUQGJYVcdHPn1nuDyli9yttPV8YQzsvktAm8kQVXBCevVgtfaaP2NXUdbGwRd5xxDW3sCJxTpJ0jRmx0P/6rLq3GszFMlcv3cfvJlWgUII6VWU77aaDAPXkEe75tnT9NB2ttpSqtx72H2epkkk3/vRwbPceNM4dz++/9nffHX7/GwwsR6HkBFjkipj7OAKGSLSK9E7NlSTNdcL6Dqd4/axa3z+mzfe0AfUDjtBa22Wk0z39A1FuAQ1g2zHYLxa0rp6OLmY1xA7hwfBm9+skI7rEL+OjE3WsIrYPPPbmxcWfxo07N7wFdbH6DD7/NJ92H15q392tP92NWV5ahUxL9Umao4Ow3IfACL2A8qpP29755MFI8zVSCvsIKhUjWxVRwWs6598b1A9tJycREl2x86NYe19NM4NdHs+ZeassdAlCtswrZpni9VNkS76005e4ldnkf3gW7VOd3b9TOh8Jo+K8mJ11bb97d89GvzPw7/5pFQzN9XbX2XZidkzL+jQ6Y1/fG/72ekwfsmyjEuSMx4QUVc8qZTzdoA3QWhLu4zqTWlRAHPw9knYxPo//zz/ghwkhfkuavas/DOWN7zq4yBaGeMebWQTIByvlyonrqsCvu5mKx0CtcX9budqvt1WZa+vdaLrbJHyuOcbHwx8arhbol7O89iobeV0W2RsSECz56l8lYFlQIa1fsq4r+GTKhu+b7TP6d9cVOk8gnZjGUFgeRWcimXhWWa0LG2TNIlAFGqhK1H2h26dFwBaZrsNmmpb5hA2m4ghojh0NZZ7+yFTTKxTCS1MmKM5ZEhBDaUEWHOoG/nvNkwQAA0IoMA7zN63kh1Ldj7cvyv8m9MYfbP8KtbFjrY3kBRJlQFTwk6P/GpSayD/6JFxp8/cHHwyT6eltVa85eLFLe45BmO8faI0ngRDfdFAmenDVp1XNYhqFwPLpRRTu8yuGLti4Mcds4ybZwbOpRQQXHDwA+zMpLABKGWlLdQwzVDDLCLiBuuGgJpbZmCirs4Migd333ozuZ1v1gBr3iCbM60RAsp0bNVpGxDt31H5fBVHda6xjQBUwARAGmSdNwXkTGviIVtCw/LyrFitOZlJihBUrr7KM0oAdhjeU+BGcubwJpaYELZ8dRP2/aKumhURLVVWt2C1aAA2ylbeVF6lWjmltXGRB11gZzepEqp/MibYts3J1EgvS2096JkxE9xd+RUJs9m1t63ZmCWdZlnD+cXSjHP44vXif/m/6r95rbpW2LG8SpKBqx1ENsoNuv6r5/HJ0E0yxqtKACvsWdOX2ahn1qv6YNeU0SqkQYMUgvg7/e6ZkHK3t3uxrtMYPYUP9/y5ybRjXBF3961x9ZKt/mrZ+FbepbCKF39d3jlxu317+zofnHRUix58/+7Zr24EZp5jpz2MD/s3r2qCvXh++vbOIFDqecNSamSHPAar3n5/k3wOZDIaSt8xJk597bw58APLKHilNvmgNCnY2RVR/CKCd/6D/+DD796f/atnh5SGp/OZSkvKbSWELa4m25CgZFXBffPBId0j8Iuq/fnFsmVT2y6qXBgOBfOtF/Of7LpcE12aN4fD33w+rSk2AXAXOehcPukmT19t7e5oLCsMhHMybqPyLGUmG49Z86C1ObtMPDW/maRqTtWhXsXzoZP98H9w9y/+Uxv8N6fjun3NSrdVd42K3N7MaXi0Xi6S/e7PTmQ1U39y27F0iYWwQV3pdr+1lcPoarK7B0pR/ug9c/uUuy4hHDIXrHr8SZu+Xj9Y56OmfnnSVmeVel3TnbHLKNFgmSBkibJockhhUpZp2qnz2jRiz/aUy0PPCDt6uUr2OviAGHfvWSpi36wQtVCXWK6pWWhmyHBJDyxnqrBcszjZC/pCPXsVt5j55T8uKlgWWg5Coz32yzkAoI5PUxWGIHBcW+9gOI+xkGsiqQa47fhFzBSuQwNHa1aJRGs1tG0TCQr+v0z917OuaXreh91PeHP4clh57bXz7u7pMD0ZA2BAEBDAEsVgyZJdkkpH1oHL/gN84iMfyz5Ulct22ZapEmWBFCkSwICDMKl7ejrvvFde3/rym+MTfTAg5fuveJ7rvq/fj5zsjrKMSWklQKYH3uVpEphE8VbbRAttWaBBNRwwxkqp/9ktebAtHvzARf3ak8JsVgNN2jRZ8VLrat2g8Ix3pGJV2CJiAbx34EYJ9w69OeLHSL5nOZUNZ22bxnUeW35D3hmjnfup+21r9oX0gJ/E8GbJq217H9nWyMVJUSbFmoP0yXtYFYhfaKDM8LAChKh2teX+gdvMi+rXDRRCmTbpoUbzurLcsqG8yVBNg7GeZVnVXN+YAzf7yiUt73Rpjl2TslA2axxY9ggXP96Gu5gcWEarRVa0te0NaEWYjms+8JFQeF4KUWkJAG3Zd0gltaNBg7Ih1xh3kNokwlFcenvbvCTcqFDRNWUVrWnXTTeNh2WrmnqtBx1aMQ00qSH3TvYqYqDZjcOYJtbcMJEx6dq9jtOCUR10tGOU7gZbR7hF+Prgzldv1oOhc7YbH+82ncN69nx78N7B+cfNcBg+m5uA3CwjNMWFwmatyZVqR1PLwPffHsSnm/4oqGI6HtFkXb1/f0hsdPkqHgU1nmIntOY3clsa3zoea7fm56nwJ6AhBekrfzSQvqefG4Mvf5HVJr1mctBucNrwQzoktIW2f6I6dk8vMrvT33lrolm7fJW/zEXwdx6bD96ykhg9/aVB3MKEOLksQDvvPvoElY0ZZ1cVqjOCjCQ82kcSf+AJvM22lRTkwc6YrZzZmY0LRjag02h38PAus7r/sG/88ucwPzVDvWUo3vD+ru1RZ76uwm7bcOuTXzOz4xzenRa69/O/nu2FCEC7RttxjXsd5ZZ1HmXFTacz4v5O1WyXdSrryDAr+fXz1Vbzg2qd8Qlk6rqOy7Y4drCVzq6e1jO7Xz+8A3Orp63ApHp72Tz0zLeaj/4L3N88v9XusucZOtpuXn94m2SsV1TN1/WQVKvJ1abZD9gPpvZnq27NKgNlOVo0uvzi9P5/+p69vkljM3rOk8z1jMHmLM173aOHxtOoOoM3lWNIp31sCepZnb61935/+9HVndD8bHgkNNdtwceKUK8Z+MY8OTiiKcnRq3Z/4ifz4sNvufmKnm+KF38jvmmToAtSCmVQRQFH6RbbkVN3TGIKPDYtadHXVr3TNUKFat0nVeN4qhYxhZMKmEMFTHgT644Nr19Eg56zg9nScHb3reQy12VVIhuZhlFzqljf9Nx+ONDUGbA4oXIwdI3mYpt5Fh4Exo1tCEMSw6GKc0ooVxwwIgqk+tvgVwMAUM9QncvrXLO8aSHBmQg9t7QPq3pVmQ3GN56ksqzVpUT7fdsWXLbW10vbM0hVKBGp/qD0w/qcI/eeZSeFf2DbQj+tm6e7dFS77rI6jfH7D9CD1XZm2SBKCSAsctBxhGDXG2b4wKVwNc6l6qniDLsORiMDjUxwOs6YgmE3vbdwiaw0tc7/IncN+sEgfypgqbR9Z+bB1n0BNvAMlLhnOHNZcOkfGDe4Cl175JLolqSN3e/ooGlyU2+YdizEWlQj4pjmAa+Wpt9BDZPyvoMhldoVrqEGGPkdda8vO6h7taj++4guUYN7brptbSyT1zeat6PJXhVlotBDxDMNsmmcgYG0mRpWVqwskdete1N4d3p7t9tOnma0GIZN/iiIo9nS+Z1umvvlcIIv/M3uEXv5sf137iTekh4FzW4YkLnhDhzRsWrRa0DhVlsurvVaeTtFs93pnr2e3T06iDZZ4LuiTjiyi7oM0mrkeVPPzbyui8KH91HWVFGOu4PRq1KFmIJo87g4+WByurJ/dZpSE7hGBUP7QxuzsuujNAPWMcM+7ezg5SWTOpnfUqsV1oDe9sOjo2bnv/pm53LzY16umfnNend0VPaGXl25PJsoGhcjbpzb/CybnhhbHUZbYzSkc75ZD43sunnZYkfZxniP+qQNykGe9fG5WL5h/trpnl4ikWvbV3UtYXHbXC2bo4fuVVyykju2Kkvn8rPm/uOON0FNsZLdSPWyYY/WUVtXastyfhkVtemOeec4MAbGLnazqjl+J8w+yeTutMEWkrIiQruS7MFf8YU1sbfEc85WzRYlVtiWcrBZl7c1Oa+O/7f3m3/2RfbcXn53eMdrv+Pww6bxfs7+rLR2fuCej1UEeZOxOw8Gn/+/ZtKlGdL9fUN92D94DaWh5WXlbWUtAle5u323cPRHC3N728zFueft2ePu3rfM878RzarousqPXsVVFCFedwhFFL2ZOwM/T5rOuOjvo/i6JDbeOzEQaA9Zz1+WcQZ01FV5Bt27Wl7mjAik1gWPhT40a8vFNw1iChlUXpw1ZV3bWNx94oYmn70wU4s1CVrN065h42mYXKdLTOooCve7fcSKedsP3PVN5JgWqhXVMKJkBykl7aNJb+N7Va1D33y1UdLA73948Px/+kLbZAUKuaCQAK4IlSYBjpChlAAtJCAApeE3CTCtKGxvS+aaPqWsrodsnfpYKghTiFcqGsAqVDytD0fhRLUXDeXYomAka1LY3skRcu2Z1TX3dkCl4smx9WUUtNhsP14FvrjhYcGsHd1sv8jrvd7wNk4tGO0iay3/zW3hOXY47UCc4lbGUo9MHLuGp8tUBouWXLMIF01jmDnCnVoRFx1tmj3o1tJ/0GfQRne0vO7Jb9zqKAOzaRS14lzcrDQQhDP80Rra7Lbpq5PR8P3Hhz/95cUyZ30OYWf0eJfMU3Z924RY1NqdCGnYIrDcr+MaaXRgkKBjLm6EmZKz89WhF/5gXP+f9ul/lY2eRUwQ0bLMddxKmbAT4MoRepu1MROQZbhn29inqhA0a0+dliDZSaouBQn6kpqGCsKOAcrutGsflV12vn+xOFcnaRYMl673dLC9f9COm+uXafRu57fmLE+Knm3mwn9V8UHM9zrHX7zY/oM/OKLPzy2pPFNthEEsm2vzzg66vY1R2O0Rb9PdC6rkMqcPenRxLkaH5tWS2Y5KuAp9+dUCkpvqddaUFXc74DK0Q6S0MRSeJNC5N7BW+fzjC2MP2dzMrpphu/ETopk+nh+4337yezenw83Zo5P0h79vfPXorZd/fXrudNeeKvOCbCvLwsxUYLLbsi5fzsK//wOctHiwP79d4f1Jf4IKHbqFun61QKdXu0F+aD37o4f5i3/62XnfPDwkaCG+eglvdeEigoMjiGfVcgUHb/XKTM20v3u8c16ijplerFpn4LaC+2WhUtUIyOa6sjLkdA8O/bivD5uWNjANaei5j3b342jScC781VtfLL9k8qZVPxirW2alG/MAkvCbRz/5koHHOyl/596diyd3ov8zWS32nLfpN0cLe3UWX2ZHfwI3bXSEJu/+KmHu5nQoyO8HX5+unR8+HO/5KKhkk8nrRX7oTFhTs8bwrV2qnaI8fZmc9bx/9MT78rn618KUflvp6OrPVt3jnbSC7Vn8JtbZRgoLrPlM3CamoaK07NWk/TI+qzQeYM/rzOdVFJeYawipPerSbKtAvyn53miM2ZoC67S6d9DxTLH0WnMOHHB3xx57OK6tlxfis1e5srkQnDAYTUj/oAMxufzVotHy7THxqf5plNy25ZAabQK+NVYUuiAdqL/h0br1X1fNY9fFtYzWuiZmHrViIb+gWwHVWk1NriWkDVFKYg2Uc6lBEa1BA8EgBfy7ochIDVGpqsmR1AQWNRg14KB7d1y1wDdRkaX6MICx6WAHobja3QuenTthq6NG2t8eDGiiP4/Rqn5nH6dMBV0jv6X8DA0PELrKSOM0vcNXb9bLN83/OnRTJ79lUCI4OSaaC4Z01UN5pEc7frJCJgIC3JIgiRagTYBh0AKBfELCkF7exhxsLqvTzyYbnq4UdK+rLYBGIMAtBZczrhEGUBspBcb9HmBo1/Pl5lbfGQd3fGZVGFh7upGfr6sRRgKjUeCyqmkVLupm4JIdgTImorU4HphJiu6F4ExXHy1hPDAfv39kbUWmejcvL4HScO8uF6PdoXhdt3nDpKiQqVBPS57Ep4nnGyLKfU8SZDWIlaooIhcQN4bd0zfb6SI9+eta6PWDvaSH1Vdpf3h/pCLoeO98FXfbi82H/5Fuq8uvA3wyGciCpgtVPsvjbzw8i7/eIFIuk+Bbo4UV2EPVMcTttszMjhEMZknUfdj/4lX1wf3d2+uviDtIh12txCZd3fHz12u3vNMtDWOr/fGkI/ulItxp7anQ2khvEbfMwNNALdow5/KnmWk6Xs0RXxpH9KW5GweIbLYfvekdLjb5n7z5bzLfimjV9/MNiloDumKzlqYIGtdMjSi5WWGLkGS1T9y91ut1cZ0W6o1SfN1S12iKbt96/HsTg5rXz7SxD07O5ytVf4W7Y/hVC9YhXik43+IHB70cevpoMrWdbVnYAyKnRpgHvCntLQD2E+6uWUl7lFeKbxPH794RyPRCYTttW21aYqxQIRMmmSVLeuh8Xw1b5ejoNtdhp0JxpT77fBU6oDhvHfbJ9XbGhu/0H47Y0eyrN5DxhAaHxe5fczMEE2n6p8uN0cuwxSn0dEvSESnnxdsbFdlmd+TofTf76cpscGOg2yR+3KGdqbdd1//0c94g1emYmzpV2xqFenGambQlQgy4aVrkkrHfUenPWhl0sStgVuBexwuGdZ4p76piTeuFYHtGvpa23RYI+fv+tm59DNGS7Uswd+n5Bg2V7lCBXKNr4qohL+NCSOV7EPS9MKe3ZpXMICGaLOOjvQGkoq/a27hCrdmV9v4BvLyWHYcEPE0BXUHTs/SrGJuWs5bJWaE54y1wnjte4Lal3F4wrpt6Pt+KwG1ak/Ca2C1Aqw2uNW6liSQI/f8HFwdaNTzKNSKyrhCptdkFS4HOmrph4y7qBsZOx+j1aOCHRq2HZitu5//jxgSeu5aPMbcdfrJjIrt93JfMtn/yZt0kaBJCm+GRQMQnL7flRuVrDSdhOHWJkoY0gRKOqSpyVdbGvTvB+SKxTNRKpExKfMI2lYtRn6CQQeupwoFmt5r4XCGyjq2ivpPhXKpysKzNEK3r3RiIBNFYt7ADcA7Akr4bzm+LBMndXdNPUQWiqZhdasFRLHRgakqg7xhpKSehk7d6VvMj0I0UO25oGGhZsHdOQrl1TmN1WpG3jndfXydmnZuqNihpEOSz1HTGl3mJPL+er7RQ3EB1k3DFRY1r3lltE7XX7wwHKynEJnKbZDAEs9a13Ewf6mfndbfrlMtWDuOAzayGHNbe8Nyur8nBvkUIv+44bccO7nfUs2Vid9yTu93R3mE37k75vd8/eu6GUgX9kLDV3NlzCtGZvLM3//mXEXiHQe609ZYRs9amnZ8vlOuYF3woB7uKOzvvuB7HU1u2cZ4D0m7gMV0U1cSuN+vVePewzHVVyKDjY8FdzssydWqIlihjbFKPVldp8C/O35L1SwN9tkmBOhSLCvU4GKHRMGlVpRXs7WQD58P7vfTyyr27t+E1yI0lRVIJq6oooFHXuPdkX623fGgmCJrKMLI2Y9DaOtWIOIalURTj+3eCQk1Qf2e7FjxdqTEpiNO/31tdzFvOfNkK8JaNUbWYNLVwGsGXNpZ908i4TjNmNFmkwZMEMsaRo8GSvnn2PD1yDBK4nJpabTRusAJRtqy0T41O+OTQs2j5p1/13ik6bp5s6qx89OzmO/bd8YeLj+/Dzf81f+1X4O8cQdQGZl0l+c6kM2jIWsmGpXgFuFS29sy0PuqIAoyfbg2L8CMHtZS/UbTLBHNJnVYSrWtbUkT3/8HvNmZtXr38+OertkEq7kYLzcssoYzOjVoVpM+zLphgRbeyt+s0W6Zdr21r2OQbzxtNHJZWqSRFzZuiejjEqtFK1NsWlKEsE2mKeMvr0FApUoYGA3vgtlGzi1mykRQjSlDYgWguxv2OyLKKyFXNNUAtMO/6b90bR6+sN3HihnaDmKEq0+RK96tM5i0zqEgj3KUWRy0IJpBUFBvEwtTkJaNYghK/KTEBAFWp0gS2CpRpdmpRVTBPJfEaRMEO4WTqPOpjbTiU9jvKWQl0+ebi/RP94qX4B99jdHBmj+zDkfNXf4WkQB99Xj7ZtXpxa3Ky4M67HfRPvqqCPkVI/fEPH0ympL6huRzUTR6fXwsDhoFp7k2XedsPgvki96cDp6y53zLdKAHXDU45ZrkKe8gJcLoC6gKCyQfGO6cqyfCnBOobd1zAt74HcgunabD+aCkAYLtsFLSm5YFJrq6Ko8ALRHadiY6EiQTbxXsEsHazyv7O++FffnpNMbxrqxWHfh8Wdfme0z0MnD99to0AVeAcBH1719heGo023f4GQxPGZdWF1eoCCN6zVNQyCwFWpkyZJCwuuOHmtQTt+4P7+6vTLa7qapV61JvzthJB5sitG75vZzGK/vRvLn742L14Nf/h3lu7ibld8B/8J2XyfN6WxVbL3VvWOfvqLev4f4K7hx9O/vHfeefVf/NXkYYCMHLGGwKZNYMhnhrd9/6Td2/rKnmxebh74O0P7oZ75vYFpeXOcLjrqD995Z28e2xcLd+f2Ele1EIpQt2GgGo0Q7d1AMFkzyph2wl62+MHGoq2kvkYpAH+bg8oE//kzXn5Ppqdmwdjuv4Z3Ax1CXmCOj3HaS212QrDIopV1Kdb59hS0eXlpaw60+8TF4DN6HK5RIVC1PnwR4/NtHzzKheyZmPzyQddtu3SA9amiTdUZQMjRK2NMR7s09B76OrPsm3XZig0nq3TNlJ37uzentfdg0CLanMtZGK0zEjXm3vfotgScVLgWNgDC8DDyNoTJDVRY+gMLPOivllsYmgfHqYbpSsYJwjzUKhSnoxGrOuvlYpFzU+jcRJbxM2/3NYHfXjNnWM5OQnFs8PPFivIgfJgygxTaH4t7LdcdtmcYWErSaUlL1RZWCbWdyz1wU7nlpikDtPtdtusc4mp2d8xrM/z2gJqacRac9ffffu/+G3rLf3/+e/Sxxq+QB7afwgLxT97ITdz4SoLG/7bYfEicrq93qE9f3NhejaPcy3APKBHd/q7pwX34byUqmgYwGVOdw7gumaBhXw/0IGTzfPlrIbDFkuNO9A5QQe76tUXRXYdGYNBGNLtm3mjeBu6ByLuHuu/fMHBwrgNlOS21UtNvd6zp5HDFdfAgSvKxJ7dzLaq65CkaABafDCuEo2JNBlgppSqJSZm4PO2JaAQUgBIg6Y9hY4t2CqccZm1iNeiH4Dloa7huL2um7TzrfKsnBG+sfrEoaND9/ca9o+/Fwqlg1jBAAC070lEQVSzXUdS5/BqI8qcVlNyvC8u5u1NDBOtni3KpbZpoB/01VDTbFHden1Mw9s0CnB5cG/AeFNLIooWiTpTku4GOM+Y1kYJRguYAQKTTZDaiOwaAKOUgy6Yg+Zfsc8/hSuFZL2G9u5I+1GOVnk78yoSSDGwnQ1rhafashTCRMpBNpastTTsezZuseCgQTkTt4/EX351MULaxHDK4XGfRom465s3mQKWvvvBTqIHOKlqEF+/qcwiwwraGxmXrcNyqk1hSkyqZdwIUGZvzKIty4A1vEZQJdC/Z8IALTdKKNJQEe6gR9/pfXJuJimS7oEY3Vb7qrsW792nNzC7tMqTO8ZXnymak8M/bxNrc8H96ZFhNQtvebowrgr69JdXZ9Vo5/UmHpvBJGvdO5erTfTYilYX6KtzKtPPaS9pk68vnDsTc3DQGaf5Ig6czoNvRYkIvj7d6aOLtFm3aGN7eSl91+pw5JpZgiR599487/K/vPxut9kdSme0RzYsWzfAVdIwy7WrAL7/W8brWWZGJMN7Wy+8zhLmOkFmUBNodbmn1LrgYHYehOOdkZneVqwz3HkSpn9zittmCCWMg94u6lLj5vkNcsnwyMOKBGk9f+XcPAusbilVuPK1PzW+sf/wzH0rhGp2vnx6XjRJWgawEmhi04HRLv71m997b/fLeZLy7goIn/a3eXo41FW55owwVmYKGQawUb8RYS6bphUtxooVCEk66PU8/2te+kMc1EKUxdfz2Bx712fbqlk4AyN0rTpurT88mSVbOQN/06i8sDa/PJd/pjU+aNJ34O66+945KXezc6uuVVr2KtX45oS2dW2xHPeR1qvtJeP/78LUNPOh2EW4Yk6MWGi1Kavvjo11ogoJOpDRif6X/7dPu4NskUSixo9OrM3mKirBf8uH0V7wUTp47w5lHWdymUbrstoGO5YoGFggFXxrMBhuqEIBEfjYKHwfjF6nG6BUK08rLiVtsG60FZiHTn16ihGX4RjYuZ4hMhjYA9zb6GZ5XQwClPBg2KWrCq4vKgxgkc7j37nLc7V+eYoqMs1AqRKoqYA2FfNNCXLV6RqXXAKAedApUYu04BxaDkpAA6CUwjHDWNlUY/wbUTZQMzc8zTqGjmyD77u1ZpUjlO+a2mdFoVZ5bbJZDgOUd50ss0IupUz5DBmy9uu4HfogkOGadVbrNiNdMKBDe6E6KMU3besZo9igjo3ytiKNlUdFZ6Cp5HmmlRVg0463NUUKOSYty7QWg37fYq2fwVsdeFG02RYRA8K/1+cf9vT/HUaLXGzZZ/A0pQtXcNIFo8/Ykzr+fO6y/H4vpAq9yoSDVaXB6WizbUl/9+1v73/y0Q3ZTSph+BNrh1Shga+Z3qbNkaFvJdoh8A0fbjI4CI2tQKGreDf88VlV1fGuEsHhnXVLhqJNlWHr2lZdygsECMulNoSQNOw/MI7u8+hnmzo3QFuga9CI8IYV7WJbSNAx1YF6FmVl3jq5TT9RyZS0NKhxPu3VsmlH99DMTfKeLXX1uTu+vmVihx1MxK6b0EAVtg76koWbDaq1w+NhqITblpw9vzGC6Fe/UONu8PVffPHWuxsm1yk5aC9u+p2QGfbyHIl9hyaXZJckVVGIIpqVrD8gtTp6PKguVplMpEu//fvh2SlUVwPVXjJBFtfxxAoXqRqaza+v4T8bVB/FyAmxt5XbZDHnPsYOHvUNFjoDU1yVSlqAvakJqTQPxs6yYnUF242wi1uLom5oEhb6oeZ5fbWtJJGu4eQrIYnhESUpMycaNkWoPNedjkfOevIB1Xx5ucROOzgasSRVLXpE8XVZC6QMwAcovz+0ROLZgZ8ehu7LpkjN1vIndq44nK103op7JvY9mmCrwbjRaG4DPVDvmuxslXc6RhIO8kIVZekejfN5zagOHg4OvI6Jrd0/dJv3/fCfLn8h2e2mtg01HgR+L98u9pr2iUVHy3Bi7ZbJ69fTJ4NRjoxgCHmaKu3M4eoSjqdUQfHvPw7qlvybGM3i1AV9z3b/8w75qwwuGV9U9SA0a4Ux14rKVTVbFbUmJAcpb6NcklILI0adnNoPp6a0t8/yYORm2PNikaaKKg0N3O9RtDEZtCbPKeN1q+4H0AYD0hYVyzOuDaoNmpkUJWCZ2iCImXsYcbJ/cNet2eJm45pssa3fveNezNuh2VwnxkDKnDhAQWh58dn66Ps7LPPOL5JxJ7xM6dCnfcuIS6YAGgX+WAdb7Q0Mh/CAi4rDhiCuUdCx/JbVEireUkQQIEB/m8zQpiYDD2XXmnZI6dP+qE9CM9pErM3yqqAxTzAgAwZdSIQps3rbQACwwGRHi4vIkStZSPlaGqpsDwuvkHZvXyeL/Dx37vDwqmEeQe7QipfVQebNbzlLC3Osu7tOkuFVWUpAPU0k8ZqkGPR3+459dnFd+fCNPvyvAvP5ImB/f/j6D9LkZQTvvRX/83NBR97fe0+ovPrX/+Lw7/DVbsSAPbix/tO96eUaPjIsGy8sCg0CMwfTw53QvD7nt0vJTdE4+BGt704aZOHrl1IVdaThwa5f1pwh7netyjbNdXZDPTvw7aweOo3KRLZl7r0ummEnxJFNYSHMGieqBYDA7T88fKd5sLuaXw/fOgnlSuS39QaTFtuJQm47E6kUrl1UWxd3Wy5Uo0Qj3XLcmVQLGnSDpK5M4Pp+MPUsbSk9z3lgzM/pIbUXjfXjG3eU77y+LOsdPngsR6YaZuTLrqHfOjYstCny+/2Efb01n/gtC2hZ897Dwu+kz672Hk4S07NpMrtceE3dkfL8yrRal96+HNC+ZAgaV22ai1ze/f705NHD8dMXT7ebC5/vPeg4Zes4Fk23S67sctG+/bv+5Ux3bdMXxnZYvYZKQTDuM2puLhcgzJKqvp1XNR9ZwTKxBz1zy3kvxAGhyLBZD4tFXZ3XbUcHY3MdkW896Bma/OXnm05eXiZWMNb1BtZz8uE3di7xeH5aZK+W7yVPk5Xl3bf7/TtNEpGqPGpxwhvUyePS1al8707Qo75huNZ39tINfbMJXlxdnS7qe31xIO1e1es7HUA8siqebM2serauOy7/xo7jar5ynL0D63zet+aZe9Tp7Q7uTjsDfygQUTrq/s2l5QX33t+f//yy4XG8WVTreAS9S+MDNB5hv+LXsyiHXdfeguAVezDqv/hSWG/kQ9Xl8xeOK+ecNjfNyPHOgWeIebz2UtE2lYDOgVFd54x7hrvbGyqVn6+CA28g3Ezp/IKFAyXeRI1hbPvTklpqPUf3dqvb5YjR1rQ1j4kAi8DRwMWnK6W0tFjOIZzszWxD4+lOdqlS5muV+LTNRO0DgtowHOuxMSpBrnR8NDXDzAs89qo96A8+n7WaC2jE9JD0JD27KbBlYls5d/cvvpobIt+UYFNBdSeK2c4g8OKScaAHIHv+vtB4w4ZtVTmEDmG21mSy54zt6vY20JxmWkiNAP3PucylKsxEBzuUEQVUvbnKkYc1YstFg4n0fRq4amB2YomI5hq0AmMredFw4RmatwdD63KrfntkSKRcGa5rbjvtgBKqe4M7HfPZUthN3PDcs9Z50kUMptiYBJHuxVURuq6UjCODJUUwGI8Ke9QP0XBw7iU/jevPRNvvM9kY+i8iUBNokf7dH3W+FvlKGr3W/Ed3q0cvBstoZ1PUW/lXK3VvDwvuWz5Ocxh4BiPS4QpvrtbtfNgFyvX39qtiar5eidsEssLpuBh5pqNVJ4CzG/3BIfrJRXpvGHRC51kcxUV558n49kyePMCfPD9btZFbj33GV+2mAsA0VBryvPhCnB7dd4edclrMoFnd1lDYZtPaNOInNq40Ts1aE+XGPGz47VwBJl4W7cwQor1FybcNnfDBO5k9EsWQtttJZRi+KfnsTJRDEkh6eoW3kX77bm/wZaue6/mV2wy89uUW1bEa+n+Z+clQhQO0vGV5r19tS7IqtEbVUri0kel8sLtXbCtcLZHvp0vW7UgCC17TdmsvNxndVPOZ9dP/y/Oh4HTKjT20wgojg4ad/k6GUxT+XudV1hZMu4W4x4r6qhx1Rr1JV2lgaSYsJzc1UyVZrnKsGOrwKgdjAIa0XLsTOGlEpi1bSTk6mmiyxYrVmfr502jvoNNV+Z2d7ngHXT1LLZegcfA0V2fFOm7yD+3609TtOYP69mbgBS6qz6K8BY6h2a7jBzsn08NpZXQH7x45XbecV40dhgfkj9//RofM/vs/f13ErIV6lUPVEKxLUJU5Nr9rAQxCWSMUYIWcWFnhw/4+dLaGnmjbKcialWNdtxKq2B5NHKwcgm9MJaNm7XT8PHABmuB9yJ6+Rs2FqXFdDjSdW+MifxZ7Wgynemyl1xvxrQnUot49NOoWDVP0oE85957lBUMM42KO0aCPkwTJDZL3h4dULplaXaR7FHd64U2Cta41dkOjz9atpVS8vTUdjgOSPkedYejl+cjQxWk20kaLJZOAAerFttMdZHkVp/Udra8wamNJEXgM+rtYLEVToqtYOKH/ncHZ6s28jqVpmclmddQ1eg6cJRZr5BebGgFYvk8tJ3pzOdgfs3UVmPFivej0D+MWCUKJSQsp922drytVgWKcc+i6MuuiaX9kdLsib4ZDv0kKbQrGpNag/7ZgAJRPUKphuRIuQWZfdANrWQnR6v2OjalZaZNTtE3AJFwL0WhcSjBxwKq6jBvBdNyKnBCHi1qxGmVCt0YpGkXW2SpeGGlbuCmtPaclGu92+wFfUJG0g6xxig7DQnRC+81tSyXfE2wZ1d2KgvY8LrniEuQ2tSZsyGJstMglq+aKgQJz26BV6b7dVp8BZuiRNIuO+GJVtzkAL1kruxhRwEqbtqo5KOG037wTbp7yf3xM/+sv6wvbSGu4e2TajfHovn/6crtrwd5d65MZP9m3OOlfXSo7IDaWq+vI7I4+/Xpxsn8oY+e2bSWyesNpndUVawFKsA2PFFBHPgcNxlUMSQWFZAJYhUNRWFYrsZ+1supgWHGkWlVXWnWou6ypTZYcp5JZnEKtuNfu03bKpFZtn0Nw0mdTb33ZblYGQp3r53XSJOHMI2OTnF64w1J1k8UMoTQ/GlGmF7LrX29rQpjcclfTLMOBbcwatrdObd1uA8ZVjh0DBQGXBgVcXi9Mz1pesqPZlpXZKXKqTe36tMlc5NNtbcSGd77ZdqLoeOR0R6YitEgcp+8j5r3//ZNfnuZIXumotJHetJUslGrarF72h0jNfbNj98deOUukQa3AbK+jyiOvaneIiU1LZ7fnQxu1Rr1VLBBvHfaXF9XNsm5x9uKSP3Tazwo3uHM3Yagr5rRuMLA9Yn8usxZqGyxsG07Y6+/tI8FnT6/qhoquvkg3n39S1pvENkNBVqp3TjzMohBjawJtxpAwhN20YdhNDUJdlM75dCiLTAxO9nQpzKyNWPN6k7oCWTsD1TNGG8/UqtKAtGSVMMJNx/kF/PJre/2Vzq6dfpelHXsdj9WaC1W09vHRsG+ws8L7KDJIhnZg84oL2yD7ys24fQuq0poDdAAttsobu4NBf6JcnkTMNDr7XeN09ex5zA1sQOv5Pda2PqpU384KY4LFsE7wsLuyGwvXRcQNCQVIQCbHPFMdQ+MgJl1HoQ6dx+b3sP4MwBka5iHe0fYEs9cye8ltZFCbNe7E5Z5KI4Y8xUP5cgEBtuqKGQZqqFHHfHTH4x2nipmBUFMjy0BVnY0CK1mKDgm4Smc3GilGJBATZAAlQJZrgxaUIUKNssagHQS1RYErJf+d9U1j+fQlPNnBW45xLmktB51w0bCvtolimYl1lxBke9u4CUx8mzfIUD2TVg2PBOFg3GI0h8YloIWyoI6EWhV6r6sPlJCO0qbb9XU4sOpIVJlKa5LgcLC3R5tqtybs+eaycbq66AbY3eAfWI7fyS+3cL2pDRdXUloEi0wAJ8qyskia7jwvTZRyqwPFy2p4Mlytm6clPnL8O8edN1mlCNcm8j2QuvUM4Tbaw5AfQGhaT5n+P/y4uHLCw84wMNo7b5vZr9LJET3L2hcr/O5u/9UmP+g7P30RVRKjuLGVzavWdasn0/Crddwmi3BnYOZZvGZSg4tChP0KM0FJDc2M2XLT1TUpVIZ1ogCACm5mIqmFYQJT3PRwA02UGiZSgueOMKvWZwZGRlrKBpe2g5x9pxKhuimnXj7q3rQysUxZ0tr+5sHUm6U/3/BsfdevCG5qaESV9Zbo6unire8dQL2xm3jQuGlNDQepbMtEKqTrmHSEgCTpYtAM2HkYuk1KgkJ3KEic1H0v0dvlv3zBMbz7/fddkN3ubo+aN0kdFfnxQVdPYO/eaNXavaHFWiU77RPXfP60HE7tySJeb41uZeCSxMjyD4fXuvzyxZcyDEcHO92gVLfRqN87v0qWwmiH7mjqh6fJeEiXxOx2Bmhxuz/tlYZYJRC9hF6ABsP6o/NZ11PTrvczFPbfoR9d1T4Ljc+SP+h3Jrb+oHQiaHNjahHfg0bni3Us8ijNkedp7jNlhfqFgK++2nwQ6u0X9b33IeYl0rYFVpfJWNMSkWbbLGrnXdOiMBjfn55ensu1atJkO6/cPtrvWd1Bh+8NV89ntW3fvfPo2fkLRVvZ6zXrJPQ/bnLUVBmMlPXbtvz4y3GX79/TmYD1wkoimcQNrsPXW4SIHWPRQEvN4GcV64usP8R17sybTAByx6ROAI0qYnerNeC2RqylGh+/P1pEMS9oVreeXp70qlel6pmdvUoDxgXViDHmYbnEFVgm9IH01naBtfIbp9U9q4r91vpOZ/jLbPvtft2ZkNeRzRTNtygyofK6RsdOPX0TN+yK9ZRIC8BU2pSGpCkdWS41ptDbI0WUK5UPB0GZZTsD62ZVOjhR2K057hDUMg0UpEYc6ZELuYmFVlUBNtGKl9i2TEBNxUACBwQIfgN+0BronmP1d9h1hCxlSC1sV+Vl5RvO8XR6tZCnWYm016nEjomqSvU61kVSzThnAAmYhUY40z3Wjg+6uEKLuThyAr/TvthEXwOcXd5WkpeZmC3Q9JFX7pqtsP1uIKp4tth2Cja6OyXXW7JCyRqwohdcHphmd0DuZeRZnQkNvYn3+jUfH5NizXVDeenpmikqeFoQy7gtTW/FSpu/LHKLhSVYUjXHjy05E42FRsPQj0VT5UYOT1+mg5Flup2J0emZ5jYoA1eSO9VXv8wHx3Adqau6f3938BdvytIhvU56flO71B+H3fO6QcJEUj3c7WaJnKmhR2vXgU2aKuV5QadJ17gcypJqaBszU1WLgQIIs2AFdGykBkSugAdEpl+xEaKawSpR61IGfZMXui3As7LCVFyOrht/uY1YUe75wi+XvTc3dUbvEuyJ8JEVqSOtEzDExhDtTT1yV0qtm7GFeIUJJx6jTSG1khWTZabBNDWHJ096dJMTVOxYkiCnZzu7fd/FAc2lOwiSboNV7zp09vfdtkIta0cdpm43x/f96CpdboM6bZ7GEvWZnNdWCYPhwKjRd4bVL85J37cTgSzYvWMaMUS/eHX2xtgY+12FSJQx6zq3bft2s3Us4XUPdDhNt9nBXq9vw0e3c4sP06KYWrTYkm5/1DnctavZiaNffYrKQK1bdT1/nf1ZXoCVJukAfBgEAszFGSRieCXlAYE0TXlhFgRVWrdmEvHBXY/8+a/OCmgCaPtDfXUKHxyCFUPtODLXTcqAUl6jJrQe/PBeVRsIOwrI1Zfx43t2vFJv3z3MOCuaHJfF6TM0jfTknf7Ju4f4/8EvZ8t8s2k5ZZXOUdt57Kj3B2GXv/W2rJ7qL34C7oi+f2+8J9Cao2cJ+ocD4k3xP32OIsUHMvZcK1VllKlCwMAiN61GsR6N7DDQcc16ApKSk02xrIrtqtZVMdzrtsi3zPrzOcEjGbaiwm6DzbJMYZhHDYhOQOveCu5Sw/LGLwXJtlRdq0Pv5caX94dRMoPbCjlo3iLDCOuyAvs00oCifoan0/brWvIH0JvBMTawYVy06iJvwdIugaLlacqp9rp7/aapQeCEEeIQIVofSZ9waluoJXmtTESIEhg0MzTDhGspNLZAQ15hqUzEa6kFwn97k/ebXMYVQAhMLTQrWYOMuKxsxQyvT7W90+kJYdcSqya6FjL0AgtpatKuIJrwFPB3x11cx4NuUNf0dFOe8rpv1jl2E4Ue7xgFpfuA3Kmz+iKnFrrJ28DrqJCQknk7JmzT5XVhzdvenZ38RXZikk4Jn98YOea+VfdIXUi+RKXr2eUi0tTF1FFtilwKBedciKidBI5RihXVVmiZqWEg7h6J61weePa+SU1ca92gHsI1GH1Mg6LTg0nRVh8e1qfV+bWI1s3Njf/D370L12V30H32Jq99ecdbffyCveXAy6aZjHp6q1qe9Tz3vK6xMDSitSrKHBB2iNatkn44GpjfVBd/DeR2bUGBQiUm70N1bNo7QZAFjilL4sFWcUl9FmFek/2OnvN2sy4KDaGvi0y0GO16ON2ykLOVAVvi7QddDeLZF6u4bN5xZ3Cgvm5wTNWHpjKKardZVhmBhKLEuD9Q2zbJHYwpbhulMHFbgyaVYfHR08uq7SPXKmemz1TN4vPNytnznPGko71p27zd6/zhtwNq6BuJt61+2JxfNka+0XUhBa8RTwLL6iiDjP3Tm+p2vnaA//D9/ienVw8/GCSs3EbNeVve3c0xjyuemlemu99Dy/jg4ajuW0qPm/l1PsvWBatrgXCFHofhcPz+IJwlg+0y39sBvry8crumCsemaY39Z1cvWGDZXp0mNYVaILQ/7Vqj8OpFqSTUsH2/d88C3+i7cdwuoxxzrQxs+uurVfyHhyJ6tt1/bP1Frq44uBVcrSEr5GTsr+TmW7//8PRZ3Xt4QCJwAjdC7fr5zXv3RqORMe7QYXP56lQ+PHFWZ/HeYWuP1Pz5S35h9fe77NAPnr1IzEGv0+3fp2yv8gSbpM79PEg2OWKSIQtBcdbarzcUmGEJZZ/xjlS26TsOizj3EL3hRgBFTA3HhrCRyMS1p3zScsqp0PIRoV/qnoFiSbM8V0AFy8F1/JamjeJh5bSZ3xUbG0DRLBxq9ANrY0tzbUWjzlCsRTdNVmC7g/rNMfR+BOiFHTxfpinlNoIdI1SkPRntvSuuHmfy9AQ+3kJdgIj0vR2GsWgnQDlgAKBgCxkMsVOtCuxRUgtZYa0BLNWaBlSVLP0uiRPha90jiBpaSN22EgMWRAstQCoQhCslDAAApREghEFj0JQCKVvNHbsXmuuUdwWJJSqb2MMdbNk7B67MGSJDhNFG+0OP92u/aIm2qm5hE4561IopLQ2E74e/A4HmcNUYd9/qGjZNskyV7ellST3AyBujUfNwDxO+WmfkllnItqQ+3B8+/yolrAgNe9dRQdhsauOiKmsM0qaNYm2TUtAAXCWaBlrUFWZYTbr6dDmC9kVOFEJMUFw27jcJfq32AmOKqmimgfLMBrPj8lKpI4paqQf9q3W6uCkntw1soffvHVo5tcg9w7k8r+tNmhw6xfw1e2DDShPDgp+fpu/vdJcildg+cpo5oK5oWm+3QRUuVbjP2i2v287pxSPqRZMyeguq20AeaPQfdtvA8hcpEinYZrtFlm8bSSG6Q6s5J6frjU2oQZxvvz1+2WSqrT0TvJ5ZxWKVC2rZOVgX5yqGLAcFJr0dyj9byBhZFrDERp2U5y2vcgMxq2e1LF3RuG3HY0sQKlvhWlYrMj5+a4LKyNAOj9CEQlpFkeN1uWgsaRpG2zKyjmhn4LZV8XzdvJTU0MkwsOustUzMo+jRnvfRNq7t6fzzy/5o6nN+/L59sj+M1MEjozdaXkV9y6ANvdl+vFgJgrvSePvddwajASEHhqs2t1V6G1Fa+3tdK3TjKg575Osc8ir7+s9mMaQPv7dbxlWZV12zoto3ED3xspuehxfJcSsvR2O+jY7tg3f2DhZRGyFPoCwwg/Ge/+F9/6uttV7GlqdXSW7aVCOzap2nT8vvjY9/fX4DtZha5Ppuh+7zozP4wVj8BN/JB8HOH+2R7TRRCcsaRjUy5GF/cPp67hTLLTXePZE3UQU+Xb2Y88Dv9rrnq7yr4MFo8s+iz+8deLHY5y+bE0yoFWFtb9PhAdIPSHtqdJ9n5XmLtg3rA/8famMM+vvUMgLyvMFnlbyButcN2qwwBMhGRmOru+dwxeOrgqzRoKs3b/JthcauiKTXEgGaeHsYMVnE4Lm2SWhFs1wD6QCULvgn0D9pnQLHK1lmqY5r3QFNgM9yWEfI3BkYkZ94WuuNrLB7W69BNlfR6p5h7Xnt+mdARtjvdvK4KB1VEmsvbq8ssCRoC5MeyqRcmyO/TmWJKRgy4CoSrqA+MjdFZYdaAyALtwBLDYKBthDRTsOw1IICcKCGA4HNBNOtwOpvyQ+aKmqbXZ3GteGwu4e9L16I3mQk2vSmJCgtTU2HjtO4Vt0SEvZv65qYhdY8ymKXmRMXZwK2ddWm9PhOMCvsVCNXV1e3YPVQnWFNLW3zcGj0Hx8G1pAY6Oyvr/uuMu/spV+eBVieraJJwCg3mqaULH8qbUD7tiZIb+u6hAZ7f3DSfjkD3ICBRF0DhJOeF2/SBvTT51st9d33vjX75dneQCSfl8EJskoeN7A1oDsyQ2quGD7YC1lHXb6QxlRuQ1O32rq3MzKy4sDvT1anNy8Lt0hP89/exZcvmzMBI+h0QqlRzUt5rZhvooHlX8xS5DTIs+s0BaNRnMdvuHmyM9r//ZsvpuJ//4+280X7336+G+b/u2829oL/d79O7crYd1TOjM7IzuPmgLCrZeS4vQ9tK32w+48O6HwjLE6+eB7llUpmwnYbw2h1BVJhvcs7Pf07pn5uDuJtMvGcDm/WfDJPWG2VhRYt10oXMIS811QS4aQWoOu6ifWwIe55Tuzp8cCBUl42ya3blLm0imX8zUmALbpcsGkIB/cG8yi9nmWobx0OXd50r5fVds4ePSH37nZ/8uOzyyTe69Ghazz85uDunt2s668/j2Ro/O49+dWrYPeEbz976nvL390xRJ1+fUn9aWejvS0yRkM6GNB7b/Uvef1mmc9/dn54Ii8+Wt/5sNf80ZOHBjp96b/4q/XdY9t1DZ5nXOjrwr97NL1zvPPJv/w6xLLdrEdD//7EY14TF5YkTGi6u79754cnVaJvbiJkl21Sf7G8IaZ6dHjvXsfb1N5Pt9l7d7wxbSb9oK/h/r6rtHll3tt/f2/0cFR9vDi/Xacq/62pfaZCVlz++F+8fvIwZEYn8J0iPr9l1F83AydY1clt2eyom1z1FiMCAIpsZGk2pK/LUZKUurxNvB62dl+WpamGm94CdwZHgTP/+WnabnHHfdoaba4EtieIzTRudVtPEWu5ISG0WpYXe1PDs/26Z2X5VpfIJDRHvGOrgphiEy+iFg+MUcdu+p2rxdbxKfZ8+Qt+NAjCQ4vUy01nw9vzdXWpi8Yy0sH/8p2D/+/F5xXZuFfqDr/Z6oZDoM1QlftIusQXg8C0vD85bf7+AfvlcyVsmXdg4lsyVRcWjH0gGrJYpmkdDNzfsrOvkxS06ve60WI2NH1VFCPX36KaSEEQFEoCAscETKD0wMiQA5aQOhNIg+USZYNyicQAjQSltQZA/+XDoUdEVZJlyQmhUxNdpbLVntvxE5ZHUmvbseyGuH3a8WUebyM11pkx0LBSHYEqXle8nRi4CpzCNAThhSJItzUyDIqTvKkY239vv7M3IU24MSpOSVgV2/lVkOtB4H75y5t3RlQu+EnH/fBk8vxF+lEROCCfwuru7+48+OD4+S/jzXoTlTlJQPMa7e8MNdtsN5kgpG69J4/E+fm430YMjg27VY3yQWnodgMtFQY9mCJRsMIi2PTPA5X57n3TCoeo+Be32w/s4U3ZnjF62Es/ie5oeJXTGbK6lvphwD4FypDdCyjWOlET1DQg0pZpaiHRtJUx1abfPTCbJdrb+25z96D47T8fVz91fl71XprWGTs+RIrraIYEdR3eMtuLM9jbSTNmlJMus10llTGvijE5GprPFnK2qts8l5Y2lGNLm/a1x+usEEmJGo+Mez1eR1VkPt5vHdw2HERNeCN3+zDpQ1SSeotdWzadqbm3o44nlhmKsrx+2vLydVdJq5SszL3d7kQRya07eza2uoGhtIEQwnFevS6wbKqpqkfTgCNoqGyl2Bl5bW4dfWNvHedX81Kssm/stLHsUctfqk4gS7ze1KuZZbeEZy/mY9nbmRnt6MNv9EKXixrnZa1wK2WLrUAVqyrnsy2rC2j5N79zslmklg/Z1dzwDIcZ3aBfuYOO2T77onDCAijdpnjSD7oECLeFbroWAaeH+j0nF8lt9qycdUi93OhMrBOLPMKD3dDrCg5o2zvxlK+Dhzvp1Hrn3gOxsr7+9WW2Vacx73oNItrT7uLputtRuGMYKtO5Pl2W++MyzomhmpwGVVpo0w6g2pb2/kPv3/zNZXfH6ppmXQY+GQ7Fun80S8MR356c3VA7ZGDehG15B/Nthb4Vmtcr9XFecdISpU3XtvvmmxsJugFLwXE38F0XWV3ZeD5Zn5UBFa9vatPFkrUNwyS0RiNPMMExlxTbyIUmtzpyubbFdrCvKHfrPWuih3TTzK8urgAAEUODeLDnvroqwu8e37Evt6/0aAJdAckFVCUwjBLhCASmoweyPtQUAviiEHgP+9IUSm8wE63urSAZWhOv62nzapNKkXuOV5ZFx8CesB4J9kbLdQ9nW4UwGC7YAwNTWbcKVWDXgaZIEhMw0VIQVRu8pRhJQFJrrRQtlfZDJ0BII7KI+I3Uowle5nJTNH6XHoTui42cUr0pZVkVgacNs/np6cqdO3/noJ+3Vdkwg+qlULIqIAPwPQStMmpDV+USKwuNdjrT9/YWcz1xGUtLXKubVhBz1Oka25fb3/rm/urmxtM4FooNlDXSOyBL0IFw9Mi4uVmuTpNDzxC4o20dSTkFlm0z3LeDSDQEs81iYrJmDq6DY8IGQwAJubZZ7tg8Nfr6llnnSzL6u2PP32nPZse7bfLjdfqWF1nS/Do2LJ29IUcMnmaA3HBD6vem1mwW8QMnLonecGjRxJWeV21MbNmWaeh4nbuuz2UlN8uKDOyuc3r682N1z9TL57tk55vHj/ed/XIWFaVoZRjAiuFFobFl7I2MrzfM6/hNyjkXrmqhyZwVZxv40TveF6J6WaE01zZpS64JF7mUjuUNHrqz6+UqqrHUj77dpEfy+iXgJRgCUx7kbcrXmlHbNI0lqN7dR0Vtnv+CW87Sh4xg3MNmXDSVxNRGzSYvAB9NLSpK07bTUi/KVpvKQfgg1KWQfZOeX7W7u/r2TfToB+POjtUs7POL0lLNB4Pq6ab8ao5ynO/3m22BKwcOOy5r3RVCDTixHawQhkYcj4VJVK5Q0/BpI25Tmegky3VJ2s4k6OnAMNHF+Uow7VRNFxNBjaYWpsm1WySrxPLI5GDaKitvWwMHO8f9CvCr+VxQbJk6v5jv7PvtjmHcusvLyPDcyai3vdiup1wEvhl2hqV9NICsj5dyb+dw7/Ylf/3ZkpnMPAwcRGlbyFxut5EfwM6B/eLXZ08eBq9Xycn94exNUnLgtTTDRJdVidvzdfX+AaQXdc+zk2UzvevOb7fhYW+9tNfXJD+M0z3BlENWFb6OsM8jyYYHnVi2bS+0lVuXtwJ0S3BacNdHTUsNKiTTNrZDaToGqpKmA1Rz7BBt6DZGVtAhWd5GGgCDVBQhRiaWWukHno4WmQ0poI7i+LKM7yLPtpu/pURJFgCqWQ1DO/tWN/7kcv8OZBo+vgCkAWHABriutm2RG+5Vbr4uKhxzZcPd9zv163J36/AW5aKpFVga5Xl9NHK3w27bYJHURFFHg6n5LULUxqpUCkAjhCVitdRKCQI+AqCsFVhLhQgRXBKEhSIGKIy01hoQoqXWF7HQuewHdDolcyFfV9RQ0umptGgtjb77aO/TF4oEsuuIRaYMJf/hnTtZSbCQJk+UYClBidRtA10PEVnjmpUW1BnMGzWePrH+we7cIc0n17eH5iVLHhg2NYwRdW9SFt7r/9XPX337EPd7phXYMhj+P6+TSCTeqGoUif71tWwaSoAo622JP2mcJ9PO0+v8vQH57Kp4+9FBVOVRzBYZxkR2Qoy4iFtvGbOjQ1txaMggJdTt1Xs/8k0YfPVRHL6oG7PiBbOZ6UHbK1FfOb/Gdr9wBUTYPfiuuZ7PVvc92Hx34seCfKFYQm43a+U3/MFOuZiqZ4m17xSbdBBYg0e7r94k0jW5t8JmXvy1GBze6f7ng5sf/4J2oNeSs4WMBRpZrY1kUWa/Kk3bwJkVnBTbN9EqKUWE9Qc2eASS2/I/OIT/4Qb9ldRcKg2EMzGw/MFe3/kDT+ar6J9XvESZag0gWoLuQ1nzgjOVuj2n1HZbMHXy9t7ns0IBvXvfp2AK62DiuJ/96oYF2y7KUWJM+gOdZq9fRyvX7thXv/+to/394Fdv8m3WPn257BrepW7PM/n9sf9f/p5fDYqf3DZD1EU8l7hcr9tvv4e+LMOpH5DLrd3GX35dqMOdNt+v3GSj2tlmju55R/cfbDd2NY9Kz7j73b2qAXkRP3GL28u1ty1YjmiRXazF47cnthPYsjU0/+rrq8N+4Co5JO0v443rd+pcuLX+3bdHgPqPP9z5+Nlsf9KTAtJ4FS0WRYKHxyf7oX/bn5y8ffzp0wvDraYOm63n3Aj/o+/eqy6vxoPB8Pj+X/+rJbu+3ntnNGPB6k32jWP/179q3noQrnlNLTp7vtoZuD/9NNtz1eXT5TaO7+53fT/8569vpkRtcvX9+8G+1/nlklTlmQlofSnv7pvPzz8z+gODWnaVkd4VIXflq8LGLKv4gQE/fsH2AJfefOL2St5P1BbnDQOCkTYnPXtqGrTGs40zHHKtPULTui00ydtctWBbUPoGRpS1dHJo1BJbXdIoXLXoak0rYABQ61Q04FJqbcy7ofXq33IVfMDXCwn/8Q4crNBTvXgJ6wqGjwDmUNcQG5j7fqzyNse68sDyJYuhqt78hbH7W/1cJ6ahR8y0uv3TywgbxXBCvljotEl2CN077D6/SHuGBK0AI1ECAeBSBwo7XGoOJQDF0KKWuFi2qKwI1QiIyYForU1Qf7to+uHYC4mlLLMCMvRckVervFZImIZV2J0iK44eTASxiFKXm9zIk4UU2WZ753j3Oz1SXKwa4OvS4ZI3mlUUbBsyC2QNgdkdPNkz3goqlhXXcnwwjddxBXWTN52u5Dkza2McZ6FWiprukkNgPvqdB+wy/pM3TWksVc2LjcYUawiODNrDZeW5ew562aoy4yw3cMdcx8up6YEhEqZMrUZ9SDM4Puk5oJZGNjkZrH2crhv3waT40w39MCjPL0cPiRtD76nU2nu9kN6uu5oVD8ZOfZtSwzky62el2v72SDlWfb5xa86sgTFPSsTADEfOjgwc17Bv8sQNqUhrkEbJHfuh66ezOrcYPPy973Xe/tnHr65jZdQeFZtcI94wy3OwjhpmdjUl6Ezs3TWa22ydcfU771vpmXi8oyzkWmnzEfd+7T5M15HIFy4meyMjG+b5miFMSSmHE92MnPVK4C4Pa2he4+nebhYlwHkwGcvhIK2NdKfTnUHAaCyqYVi4OvBIXSXrkimyLQddErrGbmiyhjsDr0gaiWzZcOMIx0/rGsWPfsDHvvwOjGfQP0cm1KhtaqylSQ1D1mc3ZEvH0kSHB8HFy/UvPp3Z1Cn1pTUyDuzd7//ud7o7OzdaQ53ZOVtua0IMI4R1FGezLXIwirnRM4eGYnE7Pepev57t93GDxMCxmtae2t3P1wywrlHv/Q+C5WXx7h/++wbS6c15usxW54ukWM7mq6auxr3jnd0un7ioKl6fv7nJ8MnOgK+iyftHhSgORP6Dd3bE7fjMDoJJ9GbJmhT6dUwNtd2WhNcDD9EmXbfKGQzTWdx1Vb5JE8EWBaIFFwa+FxihI3HQ+eRV8/2T3dPXLz81EXLcumSDvl1IFhhWK7IkhuCubR/22215ZHWsl9k6tlfAqF83ZRP2BxZG8XqjkYYh7U/2qXBaVHl90Le1KYjroF4ab5B+tWwcEzKAoIfztfL6JlBVRWBZSo+Ge3Ps3HG/fHpJQ0dl5dSluObfNAcPXEzr7J8xexVO870DBmfGH+nwq/N9Ey7KbpnW0Epya6qAyhFWzMRRideeZNqAWIBUWvetvW93V38jzJZI35SFCLGjvz3SutP57Jl0k0WI4KwUh4a1H9A2rzKtlgKXWglCHEw8IlukgABnGhPgAiyJsUZAsCImwgprTkDj39DFiUPzyhCq5ojecjoOOy6lm9l1RMuhhdeivF4a/W6nLsWgTwrO/ELUGO266HYZBahtMVjAhMQEbCz0tmmlRLRj0Uf9y3EbbiDEGHr01flr8MkOcojVzZ8vvMMWmUQhVWSMEsPu2I1KX9/McnRf7LPlR9dIgeXQVsjjvXCxlkXbHFC32/U6i+i39tmvihzrYA3QMkakvuergtEol9NDj6I0Ex14fCiWzU1iG/NRKzrNXQMv514fo1ONfOf5jXOfKFxG33nD5kO6trzv/6B39ssZ4+oGAR2W3Lbgykxt0w8a3aJvTrqff1Xy5jK/4fU335K1kODVwu74WiGnbh3Ou6ZB6DbSP89fb3aH7fS2/uQSmhAHwqaiaZdItDS0GnUp27K98kwXMfWdx3vZLDkkMmL+SLKUWncG4bntT953Fq9l52a95VZzw4FD1QoLYHYBg6jmZsdel2UjDYSaSKBeT/oYuBWfK29PdRdLwjhSauohmeNNwGnBlN2DamuH1LZdXiyS3GGdkG/itmaIIEvq9W3bYPyuKIcKXm3IxU1D/HW/6z2Z0sui/Tzym8063KVP3ts/kOYKw6Y03EHw4N6YWyrZBDWn4Y8e5ccDkUiS5MLiTEEwdXFWzq+jwPaR7/Fm7XhYV60fEtU1y3QzGBLDtC1ofDvcGY1nyshnF64rejud09dbjwe7Hb1Y802DC4rynlqukpu03O3iOE/G3NIZvl2l8W3BqS0NQfetr375cjAkz1X27z3af5oYg3v11Vo4vNr1BHKa+dNzx+7tdB2X6lkZEF37yxk4+ua22kakP4ZR3e4dgOuCTUCj7uNd3XGRwOk371qf37KGlRrZ21SQkKy2uebgUugSLhbF/tg+iKuVhUK/WTWat+ARiNMtMkywjKDbGz8KSWhHt02TYxKXu8rAFlNtvarEWqBdy17wJqREaTwYU9EozpQ/8EPCVoD7Yeu2XQAZalVQg9esq20scibt9xxy3ahPqjpnZzq8PvT36rfc+Euma0GVIwD4gYt9Zm5jlhgjZTFcZLhtNZgBDf0jvI0fbPGDkP36RH2RKJlWIqfbmQzs3MNljaw+s98O8TpdNYkJYLaGoESLBsyBZ3tdUbcGsLYtEdFKSNcCXCiMDUSpAoWR0qC0/s2vDlHec1I3bDJTZmVebPSdHT7Pp7vWr69qSNeO24mSpOtSPOxkeSPdwfLqzWQMizZ7aJFiAUEHDM0ZMnPNGwKaIdfCo2/uNqblLTLzZHDxxdIZm43XecDh6c+u6JP+yJDzn2mNGjIghz6JK25BON7rFmnz66uX0TafjMwk4k6rurvW5eyaemNdGdhz31xtbgv9QeJ/N9A3DjtPu4i4CmVLKIYultL0CH16rk/ePbj963nUt4dPdhvSbMszj7f+rO4f0aZoD2q4s0MeuZu/v1Dfluq/XplfuQ8/Tie37Z9vFTHuZNXXtXoc7xIwvfF8k5jj40+fld5Bv1yneMLhV08Hw+n6qg7ffqgW5wyo4+ywvLFN+XC3eXcv+5JPT7eNCaFpeFd8daBwTp0brDmvOq4bCO+7U//NYnFy3P3ixez7R8Et8Q4Jj7ba6Q8+/pon6utK1wO3WZZWCSUmNgxdFPS5rsNqloM7pT4KukbYiEbtvDdu+k6eabcUfoMElun1PBesLfLQst/Zf1LVxKI4j7ljmqgVQChxRsiyyrM37t2BNpwv1/nAEVOlPuxN/uE3rL9Yt6SAqCA2XjtEvMrQV/0dHZiP9vfu32uzLasst+sEN5UIvGl/MO09IJXxQ11UXdZsf3HrdFwKknBRS5j2e5uoRia6ObvyAixrqQxu9brpio3vkPVFsj/tmIQIFDj9UTd0/tVfXpRFxky4+fqNjf0Hf/z4n//qVT8cIMabVlRRlCP94P6u0wBGYbVlEohNyPjt3bBhb15fBpp2xv2LuvGlb5u2kd+8/mn28O2w7ODZTTVvcMfqPRgbTWvHGjmQLzU0m7bBmpbNW30ax/JH78GblXlyf5Qu86qlX362MKdmZFvQUzvcvFkwyVs3GJRRgaTWYHtv9Y2REb9o86+3lwARAc9TvZF7u+FMmdrSWqmwP+AD05lYzdTzbtfdB93Xv9wYA797k+ma+x4pCM3rolVQtzLYaDswMp+OuublizyVsHOvAs/B82UXd+M8eavTfZNJG4w3UireUqRripS1tm9ruN9plUpj2xu5vEytEZUGkbzV56kDhtGjasYJZhMlg65ROvbo9s25hlMaWHH+YuYo0qIQn0j8owGpmuwy57j2EumZXO4QcyPZTmCYTAmpAKM7D45UhWtSY5lh166jVBBS89b3KOcIaWmAMpSSCOS/peXRYIfkK1anjiHtjX592MSxUt3hKL1ZRClDFRDNiR6KrADQZrZ2TWhLsBHQ3sjaobfrSFNINFMY/K5JJz46cGRoq7VG3L04b92e3M4Tx3PWmAY/2hHPNnIHKSkff3t3/fR1jbHlGcBYvaB3/+NvfHYj0//xo9Va3T88WM5auV4SCayMMe59tp5NwLQt/LwKnhyE5M38f/OW+8lMvqnFJgXDbwZTb3FV7NwfM7Pt3O9VJLkp39ii7BX14NveLTHKlN9LoUSidYu4UH0Cf7IxMhj0L6xXFy8rmFrHR8bfs+3PP3U2c98X7E0+AFaxLUFU+qG1idOjA7i9frDr18Wquf3lvTv09CU/1BYdgga1Cos/TUrHm9lGmSqVcVYj+BVTh2MqU/XO0d6v5ld/tDv+yUX57jhMBQ3AidrWavm61AO7e116gc+L5OLv7+0pXPzS7Tt5LpXSWyGCwg1opHrQQhW3lu+6AxeP7KstchoqankLTmr39PmaZHGrNYCum7p482XlncDU3t3xmsygrpffLhytvDHbUlKci71DtIPqRlDLQhUW/zozf17C96Y9+tj/6k1USHnNzfjXi+Gx7x3vPT9jyMFVIS9+vZrudr/7h0fxNYqg2KxVa+vCdAf7tIkrC1ASFXZAT3+V9XqGyvLhQORb7mo5CP0Tq2WHgdik0gwpCk3XPbkTxM8rY3RQRS/LOk7acKfbf/R736qsUfLqvND5g9//ID9fWVLuG70+4mHQuXoRqdD2Q2/U95mlVhfn9V6+PkvsAkhUb4R9kfc6D8WxZywqUV4nVLG7nnO8ezCfbaqmiBZb2qT3emhltflc9MdWz6WdnjmrYO/JNInESmu3qfWYpAWCVbHpmqSEIwcOvv8AMefp9Xp5vTSBF/N1fY32lXuDaaxNTBkIvkiLcGSbTVvURIS4JFyZxXZVt5/x/qOTzk7b67ue2iJsdgyxYKxR3EZohFGtwbIIKLkT44vbbH+IKmHhROeepXcNa73RCbwpk7uGkUuvg+Kbuj3lICyZtepgbL76OGtdAyPwihi9Zwti9qNkMcN2QL2Crte84T4X9d0jAICBNK8QJBr+pcgDDPZc+K5dZu054pcTFLY8Z9TSThf0DCFqiPsubFuZemGdZr3OpG6dap20WlnUJVCTodOsG4KgkkJqjAQSSDOpLOvfkR809UZdMkXrmzGzJYjb07PmwOduy2yCcoUAZ7LFc0UC2rptGpdFhrA2zSxpMVl9cG+QOxC1mQsamwbdd4pOgBFNXzZk6OMRcRclczStBSUquU2Gx2FSm9HTcrQ7ja+TwCBppgcDw5A81/a/+m+3uUVoq22s/abZ76NPyp7dJp4mGDXbumYEGi0TJj+7IleCvqOSHQ9ZjpXz4KsmqxLenToV9XDeolqLCRLbEh0DLlT163xc4XTUG/U17oiLQa6PrVdpG/248/2zPaooMXqn+x1rYqT/5AaUSEhrfcfCexWueMiNeyNjdZsWRIx1xfaCNwpaWwwPXJlhW8tlmcJZ3XWx94Pumkg/uX18QpKNZWQUsDEa+C+X8uB+5/x8s9sNkwg5iCQVG3kycEE0XLWAHSiSvBfqF6VoQL7cbk60JiJpZa2R8jyJeLa5BuQSFXpUu5wYJfJkjmzT5tRXFknXXNWG1TKkFQatADAYhd0JkMQV7u863KYoi8y+bqtmttYHHUuK9MsFccGoKbrJcWjXH32S+ybJa+5btN9zkzmhtfze94NPP28+gxbK6s7dvER6NHU5xV9+tZSJiNfb7t2uoiotdbVqRyMrj+qeTYqsJr6cXVw1mANTQy/gLd8uK77Uncehxvzeg4OqYa5ptCvp7Y6vpfXw7fGr00iblnN3vI2SzZdx7aJ+iE9fbnpDI9XHo8btjUl2E4eYNxjZbZNEGQJ9dpU3rPHGbhZXbVvhbvhJ3D4awfoszQX1RS1aFqdleGIQQ+goPqTZ51x8eaaeBMb7TzrKt1UMkwkUDo0LMbveDvuqMHiplWuBG+C1kB94NMVBc7We3g+/sY9foVHtyqa4jblaV3IKnZmWXAjFFHLNLBY4dKaP9kJCt7VaX93cFAUZ73WQd/PlUmt6fpUf9Tyw/LZOiRaZpAaIHtXC1mWua9N0+rCJdN+XjgWuLlBlvGWoAqxStJcOYJZbmDkO3QpIGiF7BCbaONPRs40YInhvaD4ci5k219waIeC6jArXkMJv/YNpK6tx2b65LBUGC2AAsINhjnHRBv095DWNS1n/nuF/yvMOsVPR7RkOwptSlYowSYW2rXBQxKzRSHCJhLaUVD0qPQMyxLk2NaIIS60UAJZAiAKEQGtqZla408MPD93FBXgDo6xwZ8ACW1kIDAll1t89soaubgtl4xQd7lJ0O9s2TboEdI1t985euVxgmYeDPjdZpPHmshiH7sWL5eCJpS+LGoydaXd5ufEeDa6/qjVpUVYvyxuKVd8jw4GxmJXjsDPdC0UN8Spqam1QdbrKv90FwqhG6H3fvM11AmaiLK3zQ0N/UWQ7eO8nz25yl3zbQ3JT3u3R1G2nXXQ7cBanK0Oz9rJFxGxfUZBO92L1R2N1Wtaha84cHQ/9TGjp9ODbD3+S9e3KEFZL6o36MnJgW6MESsDr7tWvFv6R1xHMHJjLm3qyg8v5tsqIhyiyQwWTWZz7QUhSWWiRpGb2FyLXwsRoY/sK20r6EaI387O9kXnUM3Ws/U4/aeKkiN468F9e4t8e05cXMHbsWjeWp6/zot+TbW1zkK8puLbhrquKoMYP6qJFnheOaV4i4bhW4FUvrqgrat+T5dDpTXzLYjJrYaYNtNPdma/XDPpk+k48W3mmrKuSCmrFfLbmK1Dv7gbn2+3zSn3gdxPeXCXJxLYu5811i/7eh84yEZ98Xt6/Qzel/t7huI7loCs+fn25czCA85iHfHdHKY+c3sxU2iAQbWOPAnevK5IrMft07XSt0taU1VfLfIAEFzRtS0iirkfvH3btRuezRbBnFk1LGhxOrKt5Q6a2A+29+4OffgrBmD375HW/6zGMEj2MyuAbeHb6env07tH43UHyOrLWHs2cWelcbKvJQ44nELFMlKVY1aBlzzowf+vezMru2I1WPDQtF6FXb+LxxL+cp3d6ZVEUX52XwaTz2wcalzrHwR0XT+71rl+lhma2LIZ7stjSmtCdrnN1HS0tul7wx64UE1XFLYA4n1XzuXL2AqNUAwaKyekJdiz5/AbaAlSroOtqf3cVu3d+dJz8amUHESm3YbuIXxRZUfB5amrt9/Hzl/xO30hL5jpICWSY3iyqHvWsrdKyQO8NzK+jVgO2pQBi9m2v54qmEpXgCOtbhEUtW6DYQOR3vB7F26eJfAXBniG+0b//cLe1RYUYf74yWw6SK2X1pp4R65Gh5jcNsvyKox2spxQVlhatl7VY3y4ihCkY8gJ8BaFZP1eIbOWOofdNdEqDVrSKtKZdZDEjmEpQkjVSFlTaNpdaIANjxXClFQKMQFPQFH4TzCB6uCajNHtPnG9o2f3ug6Q+t9jR0Z0juP7FeZsuPnx8b7WZepza45uS6Krl6bKPGrnTmY6hxKU9caQFrcBtbaRakdt6ZzpMV9vwrh/9Yubt7w/XRfRAqwUakaDJLlutHrzVOXvdPpzoxZpIqJyhwy1Y59HCGui2JQhLw7E0fBlLrXmXBiT0WZ7+AR3+hUj6cPyMnW0xfYeYK+2MtFUoYQYKZ3DgB6+f1cWd2xDV1NX9TdP0WlSJ7ZJ6gNpIh4VbIhFWaiiVcC3phtWXBT7s1vMKcRCg6RAhgmFLALD1dfRHfefHSxSTRpi20kJTN2zLlKAjmn+d6c7dgrgFsqkX4lbmk4Pdw/7Jx3/5eenazZ2DiZOvk/ORjeRkZwL6zdPNbc2+2XeebrJ/8KNvfPY3b3an9merotuhaVJbpmmbJgf5eVSHivc8ezoxf7FIaynDyQAZIkVj1zKyq0sgXSrL5uoCQs8dD+qsUTpnjbXTRdugI9SHMr5Ymv3h/e93hNm/uikkGyhjR5b28SEjNa3TicGututG6XeCsFT8tWwCAqOQnaXmruVfLGTtYCbir54TLNt0QK9elqOQ/Yf/eJDcGH/y5/WT71kVB50WHFHL0QZqs5sN3rNEWQbc7O0JniR5yhnTocHWG4aV//bYXLYisGW2jQ7eP5rIydfPLvcP28G9g8vb2hrs+IZezW63CELXKTbrrNJk5ETnKby5xP1d9/feOZ9H62UDs+1gUL6aZ1fZDbV5+CSYacp/enPnt+5FaSdebr1r/OHvPcmb9MSVb96YeeKU1W2x3oq6CXbp1Gifv6omHmjH8TUxkD63/GFVShIWDWldmTfNmzM27AO3VEc3H58aqkA7QzoZoMsMj/IWap2c5eNC3IY0ZrXXQCthB2BGtuTYQyJUug85IVrLVrlBvf31p06meMklckAX2SrmSQsA4yeT19vc7RpRJe6E9rJATV0jxI88nKWs56gK4Ner9iQA28F9Jmpfx8r840fZP/lSa4PUXDSEmgHGwugfuMYVu/Zw7z/rZp8mXCn7ZVGzLVMW3xakUI6UeOAHZgdwKZO8h0g4wFdt2Wfade25xMu4ckxNDCWQjbg5Z6WnSKJ8WFUhOGOj00rzszLPfVQXpWPR9TZjoJG2BAAToHPRdZgPUHBdKYW0coEwA4PQGAn4t9Y39H/85g93Dq29IPtnz6p3/uDk409fPfIPovHji+RNtXrj9jtWrKqGlkkjJQVXmXstAiNerXcm+NlVffRwWkgK8/NbbjLRdUy8kURvknCns3iajH8Yxj+LWscdlJCls8CS3LAqpfY9x/fL5co5oKY3VS33dnaHseV//DcvGcv7Q6fYNFKJOwBguQUTtvbeN8kMG5UFL9PIBnUfHNod2lk1tPINw1OzG+yKL3ro00ioorBoRahsE601HAFMHG/sDbbemOdrH1b5EXwhdgN5R8W9ut+xZ1mRXkmROkjIHieQBqvs20RbtfobamwEPwjJWa3741GbaIPa3oBG85s7026uzLpSg/cm282Mg7XX3S1OF64Ju0/urT+9oZvZMrR9IlerdjQOEiVcBE7HSZbLLnaprUQDUlW0kfcUbDBFUlGhPtIgkdG1enVgjAZGLFS6NSkqqUixg6XpagYsLcB2obWwa1FDW+G4b/aM/aNod4f/5CMhm4blXt6w6rKrnYfm+J0TlgT9crmW6aIWKkI61i0TyJBI9Mx8Xb8zNU436IO+F1Xtjt/yXnAeBXcG6UUi+ya6P6LupPN15OusdgYQpVHLnaOTB9Q1HV5uUny7YdRsLGzshFQJ2K6Soq6ZzF0ACxO/xYP9LpJGd7cLDXPcMOjCbdaOPdsPrHVpxGsmHSYS9ayubqr58otbOrS09FSSdvbuTw93vIBybB9YyAC7+FzE4uvPN5eeO/Q+2I8iNmoEimUwGnZO+iN1lcWRG4xWl+XkIJjuoe2LErnEaJbr05SUuBLwnWO7c284j4v9ve7tl1fScZnENa9MQyJJn922uyHMAR778pzZkOZZ0x7thIs4p60me129KH66Ed3Hw3ZbO6WvVZrIBtmIgsNEYB4+Fn1qxGdWsaya0uKo7uwNep4Bev7lK/0be7RJQMj3jrqrKCNGtyOEXxe3AsZUr7pWp5HzWu4ZqrUIKlUv1K7r1H5gmqgoqy+uGWukbwgS0nSrvN2ppyqVVfgdoe/T8uGYfl7YYNpHXXy9Wly3eMGHT3zH8/Qqmm+UfCHu7FKPtlyRStmcta2nylskmBpYSCKPsTYwdGT4u0z5WgiOEeGRrUHx00JjYqhOF7WF5r95rBiWzDqWGlh6niPAkkkQWisACuASwPTfmlKukGZFdOYEseJsXqZrK0FlpPByKWghd/HWs/zlan25LlpOhw8nA9tft4Zrp86q0DPU9hnxfOUdDVBlRSxtNbrKOu8M8+Vq571u+7yWjrE/8LfzZ/0hClz7wsDf2TWe/orEgnQ0TxuhqBG69HKTVboBUmFgXjBGzm48e7PG1OH1Qqv7BF0JeDAKP12v3gIn7u6dJheDJLKI7UjbJpbDi3qO3n5o36ZWMnCb07PG1RRgz4DLFHbuk1XrcJYujE64jLklgIzLyPNM7/C6FVqHBr9tYxnUGqCZpY8xmAawwHqrsiTxEkVdtC2rbVtCF9zUGEpEt5lhcl1WEr4WTZILyeZ4mTeVadaD6QRJqMxJvI2bEO/sBaeL7L3ffefpz74YMlmiLlYlg1bk4GNpErgdAM1EikBQsMFWHce2SK/rJvEmbRwbKaxyQR1by5abnkhyLHlVYMxQzl3P6JLaDUKjyndyv33r5IsvX094vLbrsMwjqG40jIserhPioXXScEo8onJp5kQpLnjcNgAFQxihr1bMB2nX8rrNxkNrfDR9fnnGH4afAVcvE9WSv/vt4UyUN6+S7hG6Kddj5tqeY09c96YeuyZzSLnccN3gulaNjRl4xKAeuLtuUVQndw85UG6q0IeqVdLShMhPnm75bn/QQYYt1wXsPN5VyuvcVG+iFJlyePfYO3Ci9Ja3iOnuvmOozBjcuhHrSCyyZsk+y9rQzI8fv/v2pNuF7OzL7frK1MGytDoBdCCtL9FhiGfCXEb6FktV0olZKy9MhV1UPF60k53w15F0oExKoSxCRb2/I+OSmoJFzKq2qbK5ttDrmJsG5g6E66zBTs+1lSc7XZM9t5IYa4PqXGtcIWDavQ7/uIuvsPxLQKktUTg5GFvRdfSmRqYDbd11IS3kwDXOLxPrwOERtwwI3V6/lR4qzBKYUnum6XrcqnVrm919b31d9Qm00vZc9f67019+dEsOB3oeWY75zuPJiy+uc8FoYh/S4LCx19KMZkW2Sce26zQMHzpxojyqWcd3XzcLwfM1P35IrsFqYoolX98Kh5jjgBiScSG0MstGOkycKwupCoFW2mAVsxQyiTE83L2dJ0QqTZhSBkWCK7Vhsj/xdM4EIIKwTTTTykC/ERj87eArl396OPmrli4m/W3SrJPel5FTibQAavFBfD3MkzBpZapKbjVCG1lqs3mrEIm7vaCNdZbjqrRTQ23pFgsyKQcPw6NtVW/hMDDZxdxvrcXXz+0hFaNekYwnN+Tzj3EX4gOi46rd33H3zMBwPGaZc4F8bCjdn6DR3z3CfZNXIGIFDhhI6li5H2+KHpJ9KH43u7iP7DcAmHSXnDKeg+Ir1tF/ufl7PYK3SocEYxAlXEYwvOd/NXIyq4JdVHO01L3zM9LMc+7LUtTFNi+San5/4u+NOlVprtM7Lvqd+0QM4M9z8bEalsPOwyP13Xe8OzYCBNqEansu2iYP+NYquNz+wd0Am0/M/skff8u6925Y33vEiGyJGuPWRE7dyIQ3CNzg1cYwAgy8kA3NmVqhiRdyDrIGtARhwcFj9M430A/v3j/YHaWIXa6iuERjB4ib8oKHXS/ZKl6Krk0Mrk3TVaIVIq5ss2qxzVtnXDs8erhvH3fk3nT4SFoJsgG053t6aGUMzs7KHnGOQM4ikRStbvm60SUoD4AofewbHahzoi4ldko14evnX5fT/q5X26rVbcp6R+4VwNWGam/vW1NqrFZXp6uWNCsSBQftW4e1UUerojyd54tMiCZ/5IuurPao4Wlz7OJsnZ8cGa4n5/P1crX+5OPV07Ps+B2/S4uXn15dfJS0wnn4YHAUd6AJ6J1jS8Dm/PTqrz/dfvGsuoxDu0wPivnprytxk8JVFyEgXksQXKy8ZTxyjeNi8eu/ejFfVETIHVeP7PbNs+riTf2Xz4rXz86hTce6/F/8aHr8aP+Ttfkmqx2of/Jse9vScGKkNWxzrFnBRDVf4yfv7VokeHnWkKFVNrBva9EgBLojpCzVrHDz0jAXlY4ZtZLw0ci0JqCnHLv0yUAuz+0vXkx13aTO29/5LWI8XP/y1c2ztcPhfk2PO1bbohMIKcOdAUarZkINm7dRk5qWetNA6FGvlV1TSoWpR052dhYXhnNvP/b6ZVK9eJF+/OsLCvWeoGXJj3fZ08++Vp3Kuk/dBYOvRfrTqqmg817PvNmUrxr/vV334fFA9SFi5k3Gcnx3smt63TcylNIwpLoURCtwPQSICm54GoU2soyWQNGqhBuoQlgpcw/1Hvn9b37w0MLKo1rwVjbKgFaoUinhI7Cb2qbm0LYwGK0ADZiLf9vH/s3t77d//wmf+HKDxhYM0vTLV9Z0IsMpgZjFZ1UjJsffcIgxS9v05ZVye0OqHJ2kdx5I1GZPXyWdvmvboeMPziKd+7ogW4eCWGRev1uc5j5uvYlRPW+nXbM2HJU2CRfYpvOsPhlAxzaU67aGdpAndw6eXuXs9UuCjYPhUWdgXF5dQMFbEDsk3ErmAhYAv+XCG4Ef6rzy6E9L+hYJbptyFBp21WyE8e6Y9QbkZ+ngpsxr3HiYsuEkHzik3Yw5aoQz1JSt5SZLO4fDZKX+f0T9V9Ou6XXfia0r3vl+8pvfHXt370YDDYAgSEkM0ohSzVj2nLhmauwTl/3JXPaBa8qlgymrPBrX2BRFiRQD0ATQYXfv3vmNT37ufOXlA5DSl1i1/iv8fsBOklEqIKxDj7s+UV89DeYPjuD6QvyFTXf2ZLEbnN5dJp33bGPguCyyM/PiO9s3MhO9UqACfvbR4qs3gS3yj+dhfb/fHMLHP4nFRtNBvumIpUMcxzGNrNmP8tl+ubtY8KutEQGVDYDuPCNHz6KWSNX6u9ZUqwU/G0SEuhJpzrPg7aZJTqZq2cqcegzNvrUxhQEmszzLcwXRSIyQJ6NRJLy96RD1XbVUxxAdD/3FJC3O5h/qBvd1lvUfNKzXlcxIjWTvrIiEARz3XgD7352N/ucPe5LSvYIRukXOeoyfl3LbWIygPC9DKl5vD5tt+tmjJ9P07n29UatwNJ920k6BPpvCGx6vXg2uIamyR4WVfnh2JjRmLsmmpbupeMNmDtuq7Tsrnvyzj6q7LtoNcSJGwa/yhQE/XYjuFa+avWK79aFabbxvNnOe8Hx+8U/Kq7/88sEp/Plv5kzESYhOj2a7dlML++nFuJyOhPL3X3x9BHV5mmga71u8OD+nxh5s3W1XWxM9//RMnD7JeVO/e/vm3fbTpzFQs99m2imr5cmPLt7f3Pa37Uc/OvvVq90FC7t9lY6zoFxzcEXOWKpCiz4Rb2DSr/D4Y064GJn1y7d6dnxSrYyfDkp5WCshZMZ9DSQR065OQHLhbyjCKU9a0SUZwoZLzmgcMk8nHDaDmqasUubYwuyCXunR5YP85QbjJMg6ImxII6ib7le39dlRujGB0PjBoNfabTJrAbggiSCgWP7xdPmb7dHPs/UsXrx14yg7+pdPnYno39yu67furmNpDMmosyzEfAsxbDa8G84jTUhEDaPcNa3pCLk3DgIukI1oyGjW5uW9AiJ668gC/c/n5N/dDY4aDzBYyAA+/6RcWbHbY992nBLunQYSnE04CPYPiSnv9vXbfgJZ1mTVh87VRnGXASoH74fWJeXFxQPY1dXy0OxV1W93a/PphSBeBkZbAFKZyLUCuovR+NfDMW0VD8s0OPL9/WgPn1zA9Rt3nvN3ra28YRg+OpV398O/+l24XUNdBVr6k5Qoy7+/M8zJMo+V698d7uW4jAgCkJ8QcZSa/29n1oFNaHxn2w0X5wN1hvw30zjzYQfkF3WTA/xB4k+Y+PqNmZ6p8enxh5zX62VTRwy7dFSxfmyJ2PS7SjORRdv3y+lo0mUVn1nB3EdRc6h442IP5mYN60e+G5Uxzz2uTrZdfcAsCb7nDdjDobMDfJLS0yfjr77vVAC+X40Y6Q7qXRPTQp58PDp9PJX1VTDmveqpNKhDkou2dXXoI+rrXlkOoJEhHM+hP51+PyQs9M55mkazHxZadeqqOz8eaR7Itr+8KK7vAmi36Yd5mmY827eGgw2N7/QwH0c094W04zz78qv397tD4TvwQY8WEUa7JVNBGVJpaN8sm2kqHmb0rfYDjZGXpq+zAg4uihCulsNnLNwJ2iOpNdUWqVc7o7YNGelkfBr2rXrO/Ct6MNh+dccSXsrQ55C+/mbnMjeptypLQ8jv780ni3gyF9ZGSx57ajfN7usmMyYWUqXxcDIbnx0vrt5vFnVVKKhqeafbduwLOxx1vtWzLMB3y7Z8WLhRIi+OHxmn9mb/xWpC6WHrys/nPj96/CQefbvypoRxWdJe63XUjc6OH4h2f7tZQ64mKEaNMSlb7q0bHEv5YbsxhIa4X/B2LNVySc8XbAt8DaIPWPRtXsartwdfVSds2O0VxHQ5ENbwBTEqMLpGkFCnvKtNIJkfRJoWBWmlGybN0lG/XUGWFwP4R9HzN+03AZwaVsCyhBwxDGd5cF194sPBE47R1NsiAmydUuA8bXuuGI5/cLqvXJ+R71ZOb/vz07QnWDH6y/tD13QBYFXk2w+baYQjC1tCuxaimFAv1MB+8Cx/v6unE6xfVZP14JuIPZ7jq8hvaU4nQ1ntV44XizQt875eqaGrh5z0DwpyAkXVWeK6SoFmpDL+jIIJJKMZQ7dyZmgOwINXKg8MfbJdkciH2kMAGDHxSMqucjvHrfVUssEGGkDQwP8BlfdbvDinvYpGgRCuVXq/pHHslvtkEnMzBjY3ZUxv328L4cDBBDVwfnw0ehzruK66xOUS9r3rUD2ijjN3bBSXIfu2r1N2aMhkgl90wlq7Da5MYTGD9R30vaU5vNuCnbARIxqjFgUZn5rXva31PDhuYOdrV5NIyBNoLpi3E8gD0M5hIL8IobT+NfDc4ZOqGRjnPPlXF+N3d+7LYVMMYhyRUeT+xy/CkOvJGZJ642/a5EEeHZ0mHlKrovMkqvu7pluqIo4N2MIrv3+1zGrSQnzDXFn06hAef5Le/6Xjo8uUUBkOvfWEmfXeeAAPUBvV3qlKAQeicjlk9OG0OE0mL26H+uXuP363OZsWj04Sqd1e28jBoYXIxp13TPu1Jhzx4+N4NpmPnx/91UqFrZYcRFnyxt19tc8fypPnc7xta5mclpTs1NCsz8Z5IdI1l+puN8qkatGm4qfPL+9v2bgox6NMV15XW99XB2A5hPv9fSovY5JgfQ9i2XZ0FrFlEyAWuhzXroVqF82Oel1ZDALgFz7+6SfFy+tdscjdKnREZUC+HIBlPlBaHjShQMbkwUfjoxl8e20fj1M2FZOZ373355+e/39+OcSEbpXOC/i+dbFL3l+x80Vg0N63+NlJ8fBcDDfD7Lj8sLE3d8sWa951rU02jFcp3F0t/8XPLxvf32+T1fV29OmsDcNiaX2cNucW/tXp6dtg/1Py4m/e/PTR4YtldGAxozQhh+2LbjMup6f2l/vdw/lixNw0U3vVXt/1b1Z3ZSTlVM8vTmw0vX23v/swjC7Nzdb8QVysq+hXTUJO82Ls5sTo+0bkcPKI3R7qvvJLzf/p5/Nf/ubAues1TSPOW/jiANPkGFtHJNvu2qQYXffz58+LZrkNyZBEgWiXs0h3w4xFvXc5wNr3n6Q3a+NMTQeQaxgU4kWkdsC/3bqjJG2F/Z0nyeZeTs7lt4oYg4sxC6366Y+yqyH86Zv3geKMkEsOJOUHxic8/LEx1l0swQOsGLLWAp0kTSfXb/izP5xX390sv7eLz8M6vyve6s02Nk+mNpN2sthnx7ONOSYh266TJlycRKYTbxTOEs2ppwBtB0cR2yu8TGLqzcoaIHjwJg+EIwTwHvxEkn/C+drFe4Z7AnfA3L5vgHEIkWRMckpJhKZ3APS/JCZOnYZOJwseajWWlY2OutYdkqjZvDdd81j4kh1U30+4kgsiIDDnyH1HCcbGGg3Hc7Hbp20Fo03FjwZVwk0CR7k/CNKkRHb28WP+4drNjujtNiQTkAWZNYRQGfeqAjGXPElGv/z1LcQqqGrpveSxmBfojRbZzXjecBvWq8wNz2KoU212cQ/DJScp0O88VVoX0v0fp+YvhvSvtidvIflKv/kXZPLP/qvkq93hbt9zlPTRiebeLJfNAIoTsz4IqpP5WHXDpY7V+4bhjgdD4hkMinra2aJdteT/1zyT+bvf1Hycx71PSMe1tQxCAIvQAbgVAEAC6FiaMy1Tutxt985Nx6Onf/TZZPd9tL3Lhe0aHwQY1sepjoMTKStJ/PkfPpsU9H5Ivvz27Ygz4mHPClu33R5nHyVms92szck0P3XbIxlUkj8bR0sH7b7L45ZFwIGNGG0P1Ye/+nr8cFrtFvX1G1mMNBgBEAMbwOUc3/ubCdwP3jAGFsI4wmzBV5veYnp2enQfHYTeDipi09gd6ipy9HyUvLb/ZNR1Mv67G5Nm2e2hHU1ZC/XrA57n2f5ejRcEsuXCN/HJ8VYl/+Gm+vHHIhu24yyOFuN8v/2XP/vhX79dq8j+3ufeyp409B89S4yh3WZbj6b98v5DMT2mu6GqFQ+xOQx17HahnApVdu8/8FtV7YL6wTjp3rTjo0eryl/MSP8L2L1y+3fDuXWPvHHgfvE39ze2n4Z1PuHLl9/7H3403Lt71zGv23t3XweRsKcfxc9H/D+900MFzy7lSf5AKJXsb374o4evvmffKr43m0c/fXZJPoCj+0r3XZtx8eVV9ccfHw932y9frQh31ECRUtf1FXIh010w3in++8f2F8ubCxF9UD7P064ttXieia9fb8dFlh2+N6SI4TwjoiYH4fQWyRGc5iA+Bv1Vsouo+DAMP/j4zN4NsywNcnog1x8FIrbm+EHu4+TDofl//926Uew8Fx8aPXssX93Y/LMz+9Xw35ylxev+DYgEMk12QivBZGHJh/fbMaVDT2kbi2ggBybR3asDy8KAjf7efxSPRhPaDN3bVbsX6aK0lGCFPqYO0vCbHfEKjyOCIZwVBbGOgFNINKMTynrrUsAU8CQODTHakWuj9gBAgDAakjQHCmB13xugwgcNSAA4AuLfdzRUG+3BynY/CqvRXPV498kCSlM33hsDCevbt9f+vmrXRngQZQyJ3oH9solebOBCAiFWNfrtypUDOY3B/V+ih/9ncvUz0IQdnQpuIfdu4HHbEzMthk+T9wX2EhEZq/k0Ke/q7JvXQT5NwW0ia0PCOsMyKgkXI2FCwu832+1gTwO79CT3eCLVT1O+INlfGf619feIP2S4+aa/rImW/Hu4ukhnXz0efbfd79/sUstCFML90lVtyOOTkhHWR6M8waJZNSxPlkbSOh2GWDBy6ysG3gJ82zc148kRfX/zbme+p9qJ0XRExTziYz6LGBE8GlOaIeQE9gGu1u2+Gq5e7QZquVWoqm//6kWE3eBiHVKLgAMyJWsfjMtmefl7/5vHe129unr71Tcv+cNTV86GoxEkGoFkjyb20BhLklkOOZlOUgWJru1gfOnZP8pIPxvHAapW9R7jEHUOv78ypj6IVMzSycnTzwSPCctiQQkjzJmIgfBAehjHAmwEflweTRqHdzcNh9JZIlMZ6sZzPDplv75uApBfvOGb4DFmjITLB1HT4q7CtYa7St1UoQ3uF99vz87ZebNUOTZNR8v0bl2fCv00dBfn43/+s/Lp7xwbIhYno5KxYpzs1uZvv9neMVhH6irosF8tDw3rTBgGaO0u6W6sEo+HV/Pu9sH69GH74GHU3m2w3UT68ECy+ZBXf3F/Mp2WKvvR9Lh9GZ5l+k/KPh1No3/x9OGfnCxOs/vXSx/r5bffrg7rdCI/+Wic56O7df9h04tR2vXDl3/z4tvVt3fy+qrE9mmGD5OV0ZbY5Z/97e3LD7C++fBy5RToCp8+zA+NEiQ67Cy3LCvSrsVtJ94w8HMV6GY8pw5IKiJOjdvTfhsNs6fvfbJfxFyyZMJgLjyQXJosYpQwk8ZPiKVlzqHuU1cN3ZSKTwp5ue+zVh2x0Nyuf3aSq5rrfPqbfftvf/lyudvfaZNOk72GMUBzOcsvxklE+Ows2p5rKEdw/Sl9w1BJxhYJb6pKOUUf5N3Lu8H64vGpa6PN1+7DbVVE3q1vRXV/zFXeddPCJXZ4kEA5WWRsehLFZUzfVFHbwpM8LvMoYmyS0gTCGxsiQp130ul5xFMSBMVBB6exJ8EAEACPoDBgsIG6wbrAMAaUhMRUEEqAwD+kJqCekvdfWL21QttdsO+7/snD3YP5JrXRxShdLl03kLdL3zghRWoGPDDylsc3FaSengj4vAUyqIS4LC8sjf+3t3r7f0X868h3fPmNSWJ48zAlR+ruaW7vFfxC/Y5DHuCjMvNhvhl4kuWfPhOH17fxAR4+HQsmCNjD8tbO5uvTY0UtwBBPi0pMvoge3VVwlkVPF8kt5Jcwc5BOUrjr8Y0b/a82Hcz+R5n78Y/08sumacXoyRn1zne9TCOzte31/tAOqSy07V3enU3Pxb4qWkVgPRbDUiERLjuOG8LM+WJzMv7qi+uV3p7HsTwmyRGzoNOpiHlFHaSxT0SIOPAIckZ8CHkRjz85Gj++iMqsdxXZVVdv+c1BTgnjIBKSdsF66z8flc8/in759ZWG2zHbP/o95vaH7UBuvV4CIYtFb4uGnaQPz2LQMGjVDNF++GQBN71NHTaant0ePhXwDHBO3RiHgDZyO3+/O7G5PztafvPiJ2ki/HZMqKQ8jXlM/YkQf5DSn7JIj0fvbvTt3ZDPNI/ALG+FoLY5cPTMgJEXU15OPzm9aWF1Lx7++Dl9fk4Fzx08fEiJhNedVwbDqv/unZ2+6eGG/He79/94gk8dm9bu08cjE4chMv/3v9xsv90VSMzN5t2L5qu37s/eeMVou63e/OJ1c9c+oO3+9cA0r3dwUsP5HUQR7c/18tdv03rL7apJeiKGptVffnmtVqvntKZJfvVvvtsu/ffhpJ1Pb+1ma5Z8Vc8/+XwwZ2E+Z9/U052PnxypnLpUcIjCIOyW7d5ulQ+MMXIcm/gAM3MXX/yHJWuam58sPvyz//aI/yHvx17QZDw7ii9mktD5nr3ZqMHqy+NJmaTVvVobXOYIEZgbY29NPMX51y9Hj/Lhu+XPTofso2cu5CSCd7Mszia8582+bBbETTzKyrJDta0Bw7T+OhTVf/+U/dNocjopHjZ4vTSfFnMSWFybl7erv725+9Xth2vfxhN68owAkuPnkbi88KMJZbRfqfslOfej/eHRW/iEQEEiAwB/4PBzYx0GxmP/Yd8M1lk2ml8Ip6kjQpPBwNV3wlpyI4eO3HeVijk/+XjGTya1NeNxO8773oaj8fTxSIARGFhXu6XziF6hPQNoCHRa5wijMgnMVYZGGgqAAOAATig9EY4ZGwufCZAiUC5soJwwCpTg39/l8TinT35IrKfft2zZhp88IhtbvWz4y/Xwo5icTZJDPVzbMIuy2PuEmLbXdxWZTSaH3vT7/mIBP34IQL1Ccf21/eabpLbiqKTDBefZg4NZaVKdJfATT9/PRg6qUNuUwxffNU+nk2SRqKBvvl8H51yaXL3u5KOFU7sJwWq9GR+NMFNHU2j6fZuNb/fbjJIxQ2h76vXPKd8H8yIh1724hdHJpPzRCQpbBV8/v5y+eKnSfmuso0F6gaOTpCsS3oDXHlywB8tYF1SQ9KbAdOXrgyMsWwwppc/n5ZOE60O7IZcV/+gxl5Jgv4MJNuhW1o8KwpjfDkRLtB5kBAsXDA13V6ai+3a3FYwUZ/zRSeS08Oni7U04vN9B4IDRcB6/7t8fX/qmBtfDzffbp8/h5B6WOxayfFmBRnE8nch0S5xkNYzGRV5W37xrfn4a8UN1SFPd4dc2TGeMGed7KHLIJMnn43bavfhf/23nm1/yIp2UoosK1jti+UB+HLnnl9mLD0280os4a5Wubg1nPHs6s/cHTNG3JJ+elR9N/N8ob83jk9Gh7n79H78tHo9CFWs0OH7gmkOR7IVK3u5cAqxnZFOhavogCLROmVhSYm51OW0WMZha2Tj7/uo+Gkd55iUNSeJT5/kKrAovvkVKhIvVhMGvBm4oG0qfWFr2sd37gz48+6k5vI5+55Mi+oOxD92/fu03VfsnvxP/5ksfFiFe+AXd/1IZiBX57ji9O5xG0Q9+9LAayL3rr037/Z2fRpy6hMO4DYf8fS0+XejKlQLJJD6Myf12XX17O7fhT14t7yeUcB/6PB2IuO1fr4bTqDga665zY9UdDMZZuKqRDkYQoAUJLVbf7pQB2WwXT+frNpoUb6plc3Y0me5NI2hUzngTn21Wybw6MHu0SJ63VPkgQ9+19sv3zc0wNG322TR/sYKbPvmz5moO+d2BTS6O6M6cnsff/fX7u/ycnrgqySXt+6Hr7jCKTqZtHN/tamCUZO0no2a3/SMP9yaACVPGfZk1Ve0dcqq713dSk576y6PZ9sY0ujuL4v5q6wSu12RxOpkHyq42O++Ns7tAHls6lm6L3rF4NpbLajCABaMmgEGcMSITue91ocIiZRjwVSs0uAJwR+kqkLz1jgaBCBocAAETcREC+QdHNgAAjwzOODNteFNTEchxJETbZ7V5NObTNKYCKxEmnLmBVRB6b/vW5zyKjFsrUwRIEigAenS96ZyBY8x+R/RcDH/Dhd/mRYQjLfNI3793tw2Ls9GwaatJ/OijyGj3bm2azH1eyveNiqjjhdzc1CxAKNKIR9gqIrmfL5xuKPHC0mZIXno7AX8u/IMTxw38WqY7Q1kEnC3X76ubAf67h0jbVeSlDyJ0lnhjD6GBAZveWYoZzKKcyex+ayMyZiFiABtde2qRJLyPZ/NyTkUZCX4aiodAMeKt0dqDwqDcxYS81TB05CimeebbgCgBHFAeZCBkoIJH0ml1sPd54zxNCD5nbJiS64NrkOxaAONJA03Blaf5yuyf7PaHQ/n8fDYp219uSJr4LR8aXlAJR/7vXm0/fjY6e1yWpLt3NRmnxwIeAnxX9ScIKEFFQkPQxjTfbrtGMQbaUD3kPBqnRdN3dUqyW71jV411YBFj07dJ7HTgsWrfd3wsQ0Mxn80/n/KoTWI7jMv61V4LyVxfvdznMp6VJW/cDA/hBA5urF8dRjF8qymntjF0HhNj3SrYsK6GTTif0jev7ZzZXauamMfem6smIt4r+829LqeZ6Jx1msfheg0rFl8ms/WwXaCPdjBsQxvcZQzqq6bd4sZ6UrnJp/byiXA7utwZl8fAp0dH3cGbLeNZqU7ZL5637V99SJwcxwxnWF+3ph0ni7FIXHvbxU7BQli96dKKH/o82q4++RlJ8tRznhHxK/tg93p9eqq+f3ctXVa0XUz98ZG4OpixgPtDeKkRCDqEKCJo0QWSZ6g9TSn2Sm++vt+mxLfwMDkxYWZ+ZejJmQqUzECtkNR4P5g5CYpNNnVzgvEe4KVFejy5X21jkr+EveV1ia6m8PEPPr273R2Vav/eX15MP/3D3xdvX7rf3Lao0o9p15osZbTyNlsxJC+ms+mCpRS6A+SCfOvwWGAIqKJS+Eppf7/cJT4YFvIH+f7vloLBREZvq/w97zZqiBeU3jZ6EIrlknVJHSDiJBPIHPOD6gGDNghFQjMqd60rZdKZ5jjmSGFwUCk4ychG4RCASU4Zo2aAGNGCoMA5IKK1hgP7z4EJEXgs+Thx+70/ivlN56+aWLSwiOiTJ/m7a92ALovAaNCRHypNEzeK3ZS7i1j8+bXfEsAAgUADwJzaBsajurH2QQrsECw1ULW2kJ1JZjQ6G2X5RF5vVdRHDdFJFE0zMZ76+y+VpbTtzMNZREbF/arWiFFvQ9vXeVIljBTjcz/84c/k7h28rVwFMJ6SL2yIS0LWDh1t8v12FD5e0Hdfwb9+B//0E/ms979e9tQjBTE6yasbVyAvcr+yMLTDSEdHYASmA0nucMMoMYieOMoJ9Zq8MyQvUjE0pMlh6ateLxL0GKX03Q0wFqYl9CYsKxAR8Q0mMes6N3Srk4sf9jnt1ztXQR8dVETulna7d7/V7GWTDD4hd/8ORhPQ2tkIZgvoXhtf8Ve7VSGkys2c7tfDPJs94TNz/9WvHj6bCxtevenPzpwFTO83IYKtheMS7BaSglMuue3NfhcMNgCpJwdjkhknif26ApAOUACc33YfSuFeecqpU4NP5FhzT6ZedQbS6fzHD4G89d/JWTaioeGF44OBxK0CNam4q9oQs7j3SQunC/Nt3PvfTe/+dng4id9dK88YNrq1cLWBHUAzUN3XWWpf7poHn+fN3g/cGMKanaUJe39ojgbyOC+/0PZ4wUolP/TbPaifLTju3NV2cEDvM5FFqFm79wQdbP9icAb4jK3i+Pu6iokeHsOGwGbp+Jj8pu/Kk9AfuqZSs1jGffPjEf3z6/rF0j36hB4t/M1t/m4zTI0tmJzTfBV2k1UrBjA+PYR4/P39Ka6SOrzS8OkFrLeG0OSbd2svPQ0wCDcuRdORJAvjE07v+bpn1LWSh6DIWUJWShSu3L5fXYldcaZVOTudMb1d4yJZOWq7GAS52zVLUDN4OhuNTPWr76gxO61RGaF+mJRDOXqEpDk5/fgPjzf/j1tXUJWljFB1+8a/W9/FRlp6uMVTSCRUC28qrzYcsxNG7bCHTDwZbVvZHjao9HEfngCnk+LGmsOhQwBwcP/r6jDoDOD2pv2d5yf/y682CCA3a9MWq4PWT6Y7Ok2saTRJvKMBSjZ833AeAAI59HBxWkb9ZsrtXrGTs8n1zYHEWMbhXe2NhxiAECojwwmAAEohlqAsMIQiIoBEOXBIEBAAeEMJ9aLy9GqvFYUPa/JEjovU7u/qekBN8ewYPuLkttrCAAF5WSTjHP/8xhkungjUXeQnwzvjdQU9hHeabCm8eAUoCKWCR7LsYiLJ0Yh/9cZ4Sp8/KHdV1Gg+iERitH19f5z6I0vXLWhCrPajWXTYbK1MMM6kHqyMGMsrHa0rV4K5pNGv9/Z7YG8o2lVYcPP8vxIppy//vbvqzOdPT2ivI5r2M++6hu8xz5Ltu62U46aYa1CEVF2H0yRJYjw0beylJE0XcESZYpELfVVXwodGyZIORcRXV7BIo6pBMRBDcTTGniW6H1YGprMUNVax8joOqr+IyYNRc9vcr1FzErmymE5E++rwYJqoGAZr8COjbT2fgNmAO4LRBg4/HevvwpgMH4fmw7/57ukfnN9x8cn/Pnv3P1X72bEJR3LC9W5Ij4pksk8zd39lj8bhjMP3b0FOhBGyH3yMcJKEfZ1+JPQdcWns9NBJGHg1HEWdi+lXWgKdcSJj1EUKvNmO6O49TFz8QIy6iF/v9o4uZmeZ26y7t/eV1SSxnvMcrPY5i58/XH7zhkvIdpCF7VxiBDCZMqlMwSC20Wroxwm8rGHwcKvidxt1nATU7Ju/6xBhdBJhpycj8A5NA/eMblW1E9HaxCl6+bSAD+wvvmcPxUCjUJY4kdQ4kSudZZim6s4I0rinnhEaxJw/OI/ve0LqFlbgPKl25qtHpBsS1Tvdd1CAJLCY5cViEkdi2FV57zMqz8bl+Nnl9Xd7uBmu790JNTpxZaoPtiBK7E1zwmOmajeERyfY97bz8H4AhQCaxIso+ojba50AmwgPKV27UI7GhuqpJH21TmnZ23r/fgBYz8qnpgmC2zHd1ky7ceZXMDs5PX88/cu//ibE+qjw/3U52u/oo5+d97/7j774Xz5MV+tp9fb9nztdbZSPZz2nEfnqw55e8OyDRhSpZoBEeVvHfsWmNHhz3Y6el6LI7veRxE4wH5UiTRK5NWM0vB+cgNZCQgF0DxBrGJYGHm73EYAGcDt609mtCUd8Zwh55fTJdLZzbrVRH6VQez+X8jij17UVmSQUaUxP0/myNoxZJaOmtSKGJI5kIOsemLKNgmCARTB4YDEJHjuD1AcghMA/eLI7F8wQgmEXo+xABmNNF0Q16BsilsYMFqYj5imvtdtbSAgFyR1nubCxNLNRzJRe9mg0qABTmuQEC+kwJRaZa1Xfcdomr80qjfMfj2R3kd983W4HzUt6WvBaYVIUt6t112KZx7uDyqUcn3Pgiak180lOi3i5WnYUo/hD1VLM3L59Mr/YVbdpHGIBZYb6vbnvY1DAvIZO5WU6uPG3L978ttetu3rMJRBl715SPDqGNkol7Q9ahRl327A0zJVJNJmM4oJsV+u+156DNmgcDmleJvZ95y442UikGjpDLAEfZfMxpQ5kYsYUK62E5x1NvnvzYeUC81DkcK6buJpMz08/7LfL+ypwlr125DT2s0hqna/AxKTr0PdhdTRN9xSh6r9spO4Gl5xNiJiVlG8Wj5/doxOjXB9cmtInP5qr/Xpd23zMskxbM5zlQTE2INNx9Hro4phkCJE9DJ1PidQKGnAhExhr0vcKehkyDuRHCh/w9N/bP2Fy6NK/nTTX/LqHnAx3/XgiXOVCII0njFLkFoUm50fu+rbSUFliB4h+I6bC36OJGRjHB08zyvboAhCiCgrq3UAGRn5yPv9+3ZED7gfcG8wANh5YhBATekxKbiUZrUwJ/a7j9NeaCYWnwnOle43WQoTQGHTaEkJ1YzoFf3cDG43jDOYA5QDvjtIsGDgh8dJ0gdCU3iU5hcjWobnblEk6lsngzIZzK+R2vXOpqwmNKHycmV/3os9wvV5PpdQyd5XpZAZSX9/arQcNQOI8TkdqCsb2tWJP5zbWQ80oWj9nlLQ7HfNcI1IKtIpy2jfBCFhdXYuLZwBUsCLxAStTASkfyTpq3A+KdKDzZKji0/0t/fJv9I/Hh+Rev7+JrqA+OyKOyQTcDQ58ZafjJLS29V4LTDJ26NrTo+L+rqFTMVpESTI/7FF4P+ae5IEdjceguzowGSjAbIr3tVTejifY1RhcH4AACe8qghQmAfzg1TBYhNm9CZ55C8XDMRqBQPB4JL47jI8WENkFH+jgZBrrrIgGfatdnsrBkwi4JyH0ztIwiXlIJI/REEKtITJ4BE85cCoYoc4Dkt8+ZVOjzWRkfjgaHo5tSVhrlCh6czzyhrWW+gCR45UKdyRg4udHMcnky5YQopwHEyInUiaSYUsmKT1O8HgchzSOQY6NiACOIkLNLQW3K2hDVi9+8dqpzmu9GKVqr6uMm864gN5R1J4TwrXR77RbgrCWCj2Aus8eptFCCFc3YQBx9o8/+YPfL85PRdcjavRbOKXZR48fP/xo8eQijsAQ6v/2wz3AQBAARELTvTMHY49wUoK5ZuS1cnsSlSHZ0kXNUQXz0bPTd+stOcIj5kZeL7e6be2g3X5brSufUnx7HXIKfSC8SEkqgHunkaXZOIpJCyX6nlkb2ibglEXnGbV9eH0F+5cm+ybOGyHL2Gp32HrTc5qIeg8+BZFjet0x1Jjju0OkfvRgFZyawO1/eMl8lf7iV40Od01E7+Kq6+Hh2Yd1eruPLJmytEyLPCYJA2kVPWx8YOzyoywcnWyQrBnd2swCjwTdAnXsCDvH9k3KknOZ/vNxfUTDZ+fJLJDwvnHOzRtP923uM12J07NsvNUa2CIbn4dpTCPPI33vcZ1ALAGIwrIS0buBbElKuvjnD9KLsXucYJRASonluG4OWcaxkItp/MWbpo7kutEk4jlEacwuRzIkzAZmCirOwQvOlCdlQRIHLFgktzW83YcG0HbABiA1HFYwpSEuIXIwlTA+Ic+Okl3N/7KCz/5iyF/bB/8vzfd2szXrG0+vnbfRg6cnGgfwzXav7yNr5LBe7U3rVoZqAyMKzc4RC3AfjlqUVpPGxjrwXSdtcCzwGeezPP7B8TTLY+NDqnThHemn4OY8yjBNh6SYyZHnLpeU+YIT0wRBgRjwnRrdfns69IGNbTwalMvy05KVUZPnMu9XvDWze57oNCrMu2//6mu5/fI72Pe8bJ6Q4ecPFYux8jLPbAjjoQ0U0ZF+h0cJ2S7bTlA+EXcr935dx9bvsdlU69ZpQzPj2SqRy47cm8yKeJ5FP5rH/8OITEUYASaS5glbDQ4CTAr4/AH5vUd8zhns4l01MiCE9v2KxbOP1un55aPL9HxRLB6m05mc8tnxQjtadYZzNN672hiqx7GbRiYvnXTKLodmr9C6QAR3SDVy4wQBDIAEKAFCCSHAPWFTFqCFzpnWitMUPop8Enam5J2PphTGHHdOF1N6WOJ650/moXyovvoqPC9g7Pse+Pe3mIpCK7g3/anmP3jId5Vixpyk4UM1IIj/FvBt3bw3YBKfo1+MxLUKRyGe33YNdbqFMsO68REpH5ZgskiX2eZ+NWkHF5L8vBhf5uquy+LBkfTde0MLwRfsrIGLBGwMlTivPmiid6hd00ZsvZ6FtAMeA7VgBg8gRujNG9wJkJKwhCBn0bVe9hpTIU48/OrtXT7GJ5s7WsRfABylvTugYMAsZFwYoMmxum1FNps2cRHDRmYlkBG3drjaBA8/fArJG3hrcAJuAa5m0IDcAlvAg33YZfWQyWGIJV+QNC1c4xRAQSntwv7gaE7J+zU+G815sd70xz+a0jf9jpB3rX/y4Ex+p+/Ss7L9FY3ZbuTOnn1C3nwTBEvieOgxxJlpesLRApwVMbX9O8+yYr51tFbOsZTHk0d/lC0r+4Pu+I9x/WdX3WQev+uGr8rpf7y5zGGVKDsim+Nh6Gl1WORv31YDjWjq+7ZfF4DgZWU//Zef/vrrgdy0CO6eZZgC1s1yA0jy/3jrHpRsZ/tjsKMCSAVxopqWoCAsFmXBN9t9RKB1viIsdH5cRq7R8ryk0q+6Js0q6R+4YW68hYjHnDHT9AqHwZcjYQqGja+cebGBtztoOPkkiex7810SLgnrZWgAlAMxhUcnMCpHRNn94rzmycjydwg2uB664BCCVYRef1jqoWUQMJCqRpekZGgkhYMCCbrPaC1E23jL0SOno9TudmjGR629nYDL9ukDgS3m2yGU2G+x67FMuGrt5YLUdziNwXjAACSibyt7Tl8TczQr6VKSR3/4YPdS0yS69PStyHdLE/XX2PTWBqXuajogwLPfGykOrKL9pssFaZCD4YRHWA8Q7PkYdgdoCHt8Wt4tG59EatfpS5rojmIqGRc6LnPm3nS/8QfTj5g1jEHibKHJ/+HS/o9reLdxYCCjeCyT9+1w+A4z6TpPICbU1uVRdn8INLRNV8+K2S7gEVE3a+2CoeAyau6a/mgCaIXrwnTGZYrbq8BjGAGNcjzJMVBYV7YHKmKRgtUGVG+4FEDwPz9lk589k5PUwA66HhQheYQPR0AELG2sGqg7QIvzEzNQGvlRMuCaiO93q58+pL4OOdDbjOoNXtGED/yspKcCQdcd48c83K64RTXVeADYEjYhfjbPbzkHKmoghnBlQGDDfbLZ72IiTsWEmQOL4UMArcx4MqXSr11+NBVMKjj0+1ACi5+eQXf9ptqbCw46Bk+m9GB8BhH3SZ/EMqza+g45d6KGAYEzGQHjhDk7GBoIY8E6J1igAY7K0Vnb3E95lNM/+fj4/Tr9cH8jq1p7ICnhMnVSBucp51zmWuQe2wIqwosxw31vN01tDf6zTA8VvBUgGXQ73kgOzDx0aTVEBPxK9FFJ+ZMHW+zCnqBssVNhiZ4xBD9KoNvrswzuuJCjcPb7oxf/tsrmsd6FbHRyIkVaHMufjNZvfpVNzxJXjH1/t60LHzxFN/S011GOHzbm/GK2f7/btuFHP3/85osPyyL+iHXZQPfCFaOhfh+eHCcv9mpCyDuNw/Rk8E/FuppclmfFr4bXfTuO+YPp7JXKcHRrTDU0GBSP2MrGycNUrLas7XcPZygeQ7eVh3feRt6lMmsjiLRpQOOPH4/6+6pWkFMgEeksrC1FAJqwCfU3HSk/Wxyx/gZkqcgQt9FxHyPUt9nhbsqC4SxATGjde2e49KZHb5ETXMTiUeqUZC7goWF57hjFpGJvFTwvQx+CELA0PCMEOFE8UXF0NEq/+1ClXG1cIUVmxoHtOq5a41GCPYGQaNCU++AqAl6QjKJ30HjQAOl51t1rKDIoIuLTUwrdRdSy5cl1czkuY2b6qqMIhw1gJAwGbP00h7oDYyHNyFWLBQFNgSOpbTyazDGFIk0V4z1hbr0OSCLnWXXYo5EJtQrGi+J3f2fWWHony7u/es+gUzZAh4A2Y+yCym9tH0cQFcIcSLQQzlpGuOSUyziJC851wIL3NI77b27WIvBx6Oe5CFrFLTyO8D8gM5T/8zHXov+f3iMCEAY0QCbInAgfzCGdRMkoY/WOoiTHUWxzrx2iOlSzSXJz00xH1GszWBzFwiPJUuMHmh8Xm72xyqWRJxA4D0IkG81C6FPiZQBthLKoA3oMISDPZSFs1XsnCQBlt1t/QHx6BknQBlmvQWkOe5iPs5c3MJOU824eye+uzeen3DX+MGDX+hb7Mkm8JB1J0CYPzsLutWGWxvO43gw6pWcZSa182SKO/XpjRBZ8hMxH9aYDbkJwkvvGrgqWYc4exP7tleptHXvHdJhn8btXXYdmPAHmmqJMpRD3xgxTYAykq+JC9kziQEg/hHGaAk96bBiZEzlop11vDAJlsshAAxJ7NEoYd75M5hcPd7+4b+vmblP/LT2oTvOI84IQL1w0Phnz97t6lMs1nYwi5pt23FyfzIqVEz3TQ6dqwxrFXuzkY6Ey7e446QIdGX2a4u89a//yqv1uD8mI3NWYfLfhl1zEtiZGOso5i5gYYgfAvDR2oNqzyCT3/7P7we8nfjc8epR88eF+3epxuxqZB82H1fFnePcGR5+c6laOJ8gpkuA3S7+IBZGOy10093WLbb98OtntVhBJfofppvefz/G1CUIP9S7cpYKGRN+u4gkO5g7c6HDfJIHN+z68502Pt1TNYpjO85u1cy6gPUx7eJJ32xoOqfFpCY6D7FiPLKKG4IjYAcEh/O3rigIwBtYCWOQEOPM0ikHglheoVXt7n1GMRjRWU+klW/WuAkucKFgiZRGwdd7oQERQXaAJExzsEG57u1KQps4bGDPwHTYedxwVwlUX7gMZF2CsawFAQ+/MqIC3G/nR08u3dzXI8tjF200Xl7QH/uD4wl7dbfsqB4oBBwp5lNxb26AHhzyJ089AfBST/2ePgwIImMZrjNzXjtSBnD888PRkFGB2t7yuiizcdva0hEDIrYYxwZrBqsY0Il1AF8A5PJ/RbkwPd01MU8qDHKxXg7bx9GiiB+/1RluaCnu+6Oo3vptP+nr4xz+d/Ic/3RbPnkzbNS+On5r68Szcfslb69TBApO0dXxe0CCdQ2+IGoY0USaEAovQqB8lNDN9loja2ZijnAsV0fWV1uB/ifDjS5hzmnKCwlee9JpUEfEWVGsksZ6LYIahvaVn6UrDKKWCYVMNRRoh9+s2LEak1d5b0lQhz/j2TXM0idk0PbTO+4EHhGaQxdjG+frQ5BiIDwH/y8EMX67g00WUp25PoNahC3lXNacEIMI3vSRRJp1Zbu2LrXmY+tPn49XdoUjYD2P+6kUop0nAhLA+nQhheEp7wciTxeT61S2fyWkW3R5UOS9mYDY1vXNhL/klTc7mtKK6C/Zm351Fz7kz7+FV60gKToe6VOJ2bQJCYvxA+Nlxzkb5E55tIytIv79Hm9BBGStAcXBbiA3xSZKQPnDsxkU0m+8a6XFDgkkTaqOxp4MbMARlhopyCpyRfOQswjA0vEl/fnmypeHll/fL4dmppcr1cU5lMs3IrjX56aIZxCgb6fvvTRQ2IO/8ZGkmf/IHxemXr9rXu1rAPR3t7aJgqyR02+CyAA8MNPfwoYYdQLbB6Rj4Q9snArbWAoRRSPrBqAjBbICTzyeHd8GuVIMi9Lv2BcoafnLWHt4mf/SHz1783ZVfvcQZ//JdE09H769fkEfjfcxgD8fH6d11GIVW+4Zu7LgGAfJwY+Yc1ADpmf+v5+T/9p/C8kswHjbt6AAHoVBn49mZrH0EclWMQ/caSuFtz8op/9FD/m8+9LtNPWqS3dA8iMoZj373x5O//Peb5CzG94+iy7luGlefgt+dlKYaCVgG72PIAPqBBqAeBAWWSuKtSliUBNsSnxRchTNMh/VuumNSmEMKnadCsul0HqexeX/YLY2kSo5gO0gRE40mocxkFggFHQYDpQOMxEAIdsNoQugI7ipAYKxxhpAEUCHMRuAMEJ5ClNfbd8CsTi4//tHTr799GZy6KKcv5VJ1cDLmBwe689UwUICHpyfNOCou/c39bZ6M6GnBWmsaAgdiwcmRe/Lzy/XaJ7zzO40hGWHIRu0D8JsVUMBpBCDgkxR6D+9a5AEshTKDd5sOdgoQdcmMo0JLZ503zf6uf56cKSGa9m5RAlRWSXpzT89M/+6L3T+ex8q8BYP+vl6ciu3WVpY8XPD7Jiiadd2BusNEomUiF4y4kA9MCHu4XUWM7ENWhdwebCocJTA4G/8ExlfwPIdVKT+0sHY6dYmyLngrCkZHi+FuSX3nHVuaIoYeiO+32vt4xGXXd9QBS8DsYCIg5nK7wjLBLBUqhNa5IhjotO/8eMQPffBII63A8pimShtBCEIIv7UxEeAwIXWZN/f9IQZbBW5Vj/RtHx4SPnMCpqOLUf/qnie5TUQ0NPrmwFjjy7F/+kzoOLbft5UD2HiRB8zmeTQ7rHsxO7JuaYk+mUhq1UaJxjmM6PNS3nZ0a/p8ONBx/tOLT3//eMavrv/Unny72XQ8CMTQ+jghXjEuvOT+7u5OmmTfmro15TjnhkRN0a8YUdZcw6SElDNBnCGxzwspc9CtSaGxLIr4HcbPHi++//LVNJ0eNENwzDEu6KFuRmkiQWTG22qVO/HZiLeUkygWPkSCETAciRr4ydh26LiyrxmhvShHj64B8eabV3/1gA0D125MxYYOPAxRbHccqwoaki1V+4kVFBwDHAQc5VMhRqubelaIiXLME8NEAMYHEnjInNKb4fwH8XDTDSGFja8p+etuCN5Ic9sfmdk5TPsUZdG+2TaDO0sqRcyMp/FSl5Q6yjLCdB1GGlnrLJObCDzCX70T/+77igHZpiJSPvHNKCurkk0mvChj9dVeW1x+PSxm0HY0j2l9v3+tpj+GkZlRY/uJ5L22Bslf/OktKXj1aEp+UY4pX7ckTqOCzMqPbfu1iqTAusu46MKQM9ZBCHFM0TAeSRDBk+Ro3NrM9atdrySIPHFGDp7kVS+P8uxEjpev0PeMjrnFyBqb88gQiAMNAYkFoD6dsXnj9sdZ3/ZuCJbB3d6lkkQ5GOM3VmhvO4BEkpWKuEM55tWmYkCCqxt/v7zpzP6GFfzt3brrlEjozeCBcnEUTUouPovJi/3hNXW7fHZ5kW/i5izDr5YJ9Z5XJj+mGbl59waS+B5ToWKBgUmxNpiQMJs41XqNzGfhZmnys9RTHIPxQ2SMThLq8tTWaq8Vk4kHb62HEHpUscfHlv4GMtWHgFYkZkQb0s86nzab9a4NImInER5623l6lIg8mYx9MOCFnPWubbQhJDSW5YKsMU6qoQDsRKqtZWgI0o5AyuEnF6D2cHwp/vLKchhOZ+VoFhXcivGcK2KMmDnYs+O3/tpqF0LvAvE0ZlYV0wDMe8oc+CgQwqEyuL+3ScYYJ3dbM5+KkzGLpH+zxOOxrFrtkApGvbeDdolkVJDgMPy98g0AgD8VrLobhORHLXwCvC1PD1PRkTodSTmJ93v79tqX4+TkzF/d04soyIDzsZ+m9FYl375vTwp2qP3iyYIxFfHJvc331aobdpfT6ONU94gVSosOsijidKv7dJrUW58en4ghfvB4drPXlrgISga1cS4A1CnpegRwXlM10DCahdgkZKiMuIijKtI17lMHP4Pko3RYZdAE17d8NJ3I43km0/sdHdN9JZPiKN/e7e/udxbC6Jiqa51mmRECQTNHCISYZeaDPz/BdrnNxlyQ0Hh4+HDKVm3NyravxTR9N9g28A/f3vMyjQCr5ga7No+83Wyiqos4DlJfnAB9S39M6NLAfwT0OHQAX3ibUXGSp4uIpadHb1fdg3mEh2pM2dWajyVF6SXBlSL9i0ES4oV8MOp3NqEd3g2H19cA4L952eQZu/5z/8OnuoL2H/1u/GcvuDJe3ViSV2/dseTIEa4Nt9kYYw3belNrMaaWhAx8nhCWg6zNZMy20we+G+SY+qF/+6YNfgfo5QikA+hCiMJ0QmN7uPb8UB1o5N1klO8P05Oj9c1GHEL8q+X4ScxDOI7Ng1n19uqmfS2j8yK6M9k8UtsDBbDCy5R4azjHgTCRZ4VhtUqmGZgsVr6zveMOSOQd9IKQfmnv68G3qIuBDZ63Lr4sox66vlHBDpTxgrIAofF7Q+qrNgAQBoLCKKNVG5gHRyQmyDBNJHgex45Mvfc9ZGMMQBBC32/7DxsgmIbIt0sNjgDJp8V4lCz1rumG8KddNuI0T09neqkgf3c3vpg2jnqrCzrs9ugGJGORtT78al+NT2dPo9B2uqVoKBsnaaRefWg/ypM6NXLdKybqSGandH0jZEp533lk0OkYZERdj5oCCsSrTgkwAJ32maMgNI5OcdekW7jzIFM7SOKjCex7ct3hk0UyerQ4L3Lf4/ube7+z6KyRjvmARsbDjkfxgUqpegrBI8Q0MA4yAj2CX72FoQ+zJxe63SQx+zQfX612/e0+oclxtMgipc09QOytQtCMBQDqHco+3e1a4OgJ7GtMOGGcMACBrukhTqDTfhhCFOJcIgu+szTmTHC661Fy0mvnETjSEBD/4Smb5ib+44/y3300e14mwhQ5yrSPlJ+8WYnNskkAOpA7l/2nF2pbtfv3uwTt6ZhQyG9v3T/53K5EGMDc3qPIc4N03XRr3idncPJoIsr5DRltSbI4mwdVTumY7BNqPGb5mBeTs+P3v/7w7rvtvYkGSUc0BQDCoe0DACFArQuTEQrXh/qAd84ZUx/6o13z/HConeJEmwHWhL5o/XKUmaAlBZeEDx1Wwmvj63dVtMghzR7Mj3b7rnekSMMw2ExmRydTGhEPAhQe73aRM5WjTkWJc7fvq7qM66D2BsVM1O/2YXU3iU0GpGDtsWzGI/mzIykZc8E2PpI1Sa/6o4z94Dj+P+XwjAGABwILIJ8Xk1kxkSd5ZVwiIO9cYsldSxaLSA+mKMJ5FubM6QHHDMSb9g2ny011+o/V4ql8fJmRGN5uYXPttwge3eur8K9fqoIq7H0uqG1gphvj0dSd70k6Sr+zREqkhB7IaCQISBYnSEZROz+9qifdjlsx6V+53est9DWoAITOnU8GIBHYnG2ArGj28Q+ST06KQlOyVz5h7c1qegGnT0GMfM/f1+bmpKi/uq7GHJhtn31KRJmNNnUckGYwaB469CEQHomIihE9IDXTePf9igFNIB0BzzTJFUYcs9oQ7ddXSyE+xKEdDvTp7306PZp6sIMbeplOZVKaQFqrhmApLRexTEjIIKFk14ZABTs6JsUJ1Y6TBOUIh4FPRlwW0prl206WcwAACIAIAYBFLgxOW4JcxOT2rkkxlb6kjOF05JpmqV22WYvftdnnm+GUeTDbgGSOjpnhpt7s9PRkOr7EXa3swMaTvDxO2rp6cdf+8c9PZlGaMdlMxo+PZ6Sl29ft08skTWJlijGRQpCB0VhJEkQOzADZwPUW2gwAmXUByxOIpgMvrh3QDQThITXQ7+BDhQ9Gsinmqw892aub660M9PL0eF6mukKtfUXDHigGGwOJMbQIa4D3AV/18O2e/PlSdJOonPORrpuK/+r77f3qjiQoQHS1+9vVd19d3X8mgIBCwgkB7xG8JsA+/WRM42wyy2JBPn1S5CVSgWmGdQ+cMe5h8OH0lOFe5QkuDyaKoljQunW5BOe8JwEEcQjh7zUpCADkX338WMTU+4PedLwbaec84ECRulYmPObcmuSblnqyK5JwmhJNXHYESZy2g3t30O2Btjq6vDyeT+XBiI7QfgzPTD1xgGu9pTJhlHH58s3m4VEh5qOurk7ScLWnRmb0bpuTyNrBxIWg/auC8tY31RIoUEpSgjGApezUByWodUQQMhGWB1g6GDF6eRl6Gg01HVjCJznwaWN7beVh+0ZpHElGe2t4miGxGbCQ4WEnZnlHDcEiizoMBVo7FYbawUkpDMQ57jbDyZy/XbrxiLxtbM5BE0IxCJFyNVzM4zfLHlDwYFNauLa/lMkLXX86yYtyPNHDZrc9eGlFxifpySz68tYflW7TmtMRux5sQu1BDwkN2fyEgc13q/0WDhJogFtFLOKEwccL8mqL//TZ/HZrZ0f924P95gP8+AIaA17AiMK+J1GLIw8HwWo6zXwfUb+PYpZgOZiGRJNZvLutJ+NotdFqNDqKxIfVOmaiVwaJpyOCtb1YjJe79pL6WgdJWRwRnrLU0cb6QdDT3BNCq9phFrfeLw8msBhFOBnPil37uq5PuXzA9eIC3qz4N7U7KmnlSHA8n7Pd0kyPcoiiOmajmuwPDh5ktBrcyqLffEyjWW63ifBbXQPhlOg5NPuMhZPL3/2o3qza7ZXPtKAp6xFcgyywAErFxFmS+G7QBWO6L1mqdMRJF9JzlZNpXw3TKNuue44xMFcrX2a66MgHIBRUEJ4h8QFDoCBzkhBqvXeunBRmuU1G40bQ48ROsRp/Bu9P4ebLMa6TsNfEOXQe8nEyjQrfY9UiZrOjomOe6LozdrEYV282hy7IiUzHcTCiZOSGYjgMrgrZqcc2tPtuunhwOrjXunZmeMTy3mNHlUfDcxbFVJ2yxdgsqjDf8DtFSGdPPNxyClm2rt24LE8fT95reQz19/cDQ8/LuFVqdb/7h7kHEEYwYEIIkXxapFVTSUojzq0kacwH46KeDWgHY6cMkqRwnT1N3a1i55avvHoJ/j+PaYvJ0WfPs+0gum2boN4cOibMMISAEHNqFEYJsSbkCYgM9muYZ5RzZoaAgMEFHzFHAYEwDRAQSABARCB/+KMjFJTrjnVq6GMitdEmOB6MOAwwjbWgxEI6y9irZT8743lhP73Av/w2xJF432vXAJXxdDZjUaw8T4QOAvLGn0mteruJj2cJE+7Q9KohrLJMVwE6mHNvUI0BDijuUfUhkjFt23by7HR3vcJ+AAoQIGIgcsAGaCAEcERBBsgATAQowQlS9UJ5JnPCY3l+vLh6d6ABjW/HmdwMPge/7bwgMlCbMV6bcHY5Wt5vTy4u0TV1Hfh0lMQkb1ey1wyQh6ADfFBAKSmY2Lb6LGOD8Dyl3CL2AC4WRw4tUOr6pphW8i2Y54S1qI4XGS/81d3Oa04hH8r4B7P0xY0uokFmbtPb00x9VZPZhBiAVMweTsjq3coBRBSHFq57qAEIAI9oxsPFtFBNiwpNDELDSgFSIJyeZRA8NjVaAgck43HilBjnrtOWIFDCbfBTye4POJrxeteLMot0d997ACCUZAQZksnFjKnIDrrqtgKFoaGIfZzSJOEZldqEO+N3jc8nzA/QSBrHwd0zueAXheyudmaQWxxGBDxCAzCWLCqY1q5WJJsxkYIL5bBVZz85a7bGxTJcbZQeJM1d0zBmny/AebZrjfIgQHSc1y2m6YNudgztMtbN40+zzarra0vnMjhPmk61Ic7kOAldg4FEPU9c1oMyZcSppPqWTEscWbjeD8Ac8TLLJ4rst02bATGA9rcnG5QSKuh05PYbBjSkCVZqNk7qzjnpwYV5yhfngTzX9+9m2180AJ5xSaYjHgnaK6cGIel0lHBOVaOd01LIqtaSYXlSEIC28d4714Mo2CDk3Jvr7S5oyLh8MJu+We0upLzSPQA8juAQiEIgAtOChiME5k8a+GclfPESrnqYRuy95ySwy2lSnMjVtZ4+P65WuzghN8uhFLg9kMDM3moRwNggE5ZnscRs/mwhvX3z+taaflzK1OH1Bgf0I4FZgqVF72EXxIjTjfXzRRyH7Dnit9v9xksNfpHI888uv3q9TNCXU3Y4eEet8jbjOHRm6CEbi7pyiwQDgkEYxQSR9JoIggGDiLgNRAUkgNwhIAABQjAgUtRt2O3U0O6cJaULrDzovIXixgldwnd92Agf2LDXgxMmzYcA9t2NYwm6Tkca9h3QSFifOAWAaLVR6/7kk3M6Po84YX3lnb7q/Bcrsvyg9x+WP2xXJyMH0gjkrZNvTTsYdnpZ/PAH44hEdtAYGKEABEAyE2hbQR+gAawBrgK8Y/A1wLca7jpY1eRgQ5x4kqaXT8+++646eiTtNJCR+LBuHhcZEnY64j/6weLJtBwjPDsdIwATSFSzNflkVBTAxeDE4BhBw5324ds6UIdz6mtt/+Cz2OcyT0QY2OWU+y784CzxkDQ+UBHivFqSxlF5h6ritmlavQdveMz8uCSuV962ArogzHXVx2X5ckU+lVzvGFEinUBVtZaPpCgSBiGBnMAZgZzACc+mwAKnl+fjilBrYDyhJw/iNOJoIebybYNLhCpAFqFtgEaZSdKEk34Ig3Wdsh5dF3Sj2tb7/b5uEwQASiCLMOH09GKaxLPpOFGxrwLu0ETjQDhlLOpa+XbjFCQ/mBQ/Pp7SFlPm85zhXlnb//By2m59lMkopxGQPUINkJbAJ/GqMZaFKC0cG5NbbO67+RHbLyuhhvrL13VLooyFmKgIex+sFiNDZBKJmAQMwzAIUCP3trh7xZtrnySrnez2Np8QyAvZ5yaw0WNRTvj1rW3kpEoi13cjwcdJLnSmPpCnJ5xQ8n1zaEiP6AgnxHW9TxbFuAO0ABQgkoKVi4tPZ94oKgmJKZtTwnxtBh95ErN8mms1Yevpg6/ZD9ftGYeU8iAL35Dx7Z527TijiYw6zYfBUwdJGqttfSogTWW17bU2NujiIimeJIfNntbb29UujAEARJqmjHmgphAg4jEhu8AgA8l9xANDv/CYrIk6wJ/+Cl71sgF5TzLj8eFxAUL85TeHo6fj+tBXLbz9oLxjhEt6NAoW41IYCwUBM/jdphtC//pXb442b4uhPyZheae+X2kG7pOjrIyk8aIa4J0GDj7y9uFsDGvnFLwdgAJ++ohepCJKwnfvtznnwPFm2TnKKGJCJeWSp9HsmO0OtigjHYj2EAHYAduBFBkAYJpE2lJtMKbAAwIAAv0tXIYQID97knNnazTZVFy9sek8HU/Y27fq2Zx/uFFAYTCBB+oAHozD4wU0Ps6n4budSTW83QIR8Wg0zUkEZFAMCWOTMi6KLLfh1Ydb1WLXqKMZyWomjc/GUa/CqunG6CGKrpw5Pb14c3/g0zCbyrvrIaRxZz0MnaTB9cAAQEIwYP8BVEwFi2yIk0gZk+ZxMp/owBIq9nWXj6Sqd9y3zidei0j3lqIJOI3LdV9Nueh9SMeyq2x8JGDyRAx1MjTBaaCI3PbaBUPGMcQBjMcppwOQVAYSwdsr/OlzeHkHKaU4Sa0aGPcbJsjGgo02g30EMY8wpe5OsTQhIpFd1Y7SfNN4ERvOo3XfP5rgjU6ePcivWp/3h4I7S2XmZKg76JEX0Am4diL19L7VR4KksVQClbNlhpUn5wV+syNPB3lcZn+22o0YhDxWarQ4nWZpaHdb33WDs9qFxAUNQChQCsoBp3DEQQFpBTnJ2JDGmZzGyfD9tee9OnfkDg2XJGJ0Mo7ilCpnd5XX7TCajHaVbjtHCjkl/IgwJWJNtLWVqZABdVksmLWdDhkjjNjsxHXryYITn9WdeXw2f9cMELSqCE5k+P4eYgGDepBGZ2nWaONsQwi8VpBwQM6dcZ5KMT7utjWj4/KTSSrc3bdV/nlqXq+0ztJ5RGjod/voQZkTIpdN2+k08E3XCQicYUA6S7KDQRIMxCIiIot5HYhzGJd5djJlan29NsfEqWp/T1EEOgt8Q4hVlvKQI39I+UdHzvVm4+Glhb1lNHAeTVxJStTgqEUjgkag7aCTNI2TKI4jTkJjSMuRgOnXraCWBgw9uAKgh8ePHpbOvrreRxSniX5X42kiem2jlBCOwcPFlDUDyTrylIyvGkJgfCMZjndDuxpx8ezZo2/f7z2qo0n8/ao7LuWru+7JcXG97hez9KbrULlgPQCwhGVZPD/Nrt5U1Luck/mCuhtzZeBIEMcgcslZxl70CjAUlDBKCxE2jglvCI8xyn0qjekSHpTpzYAcoh4tsRbiCIgvEwo9XbeaApYFUAvaQcyAUYhY3OkAPABzHiF4QgMlgIT+dsmE5PMn40PvrLACNJdJu9WPL4q94vvt8HAmdvvQmTBm0Yeqmk/8vIR5ylIZ3m5QdfC+Z4uzSQYxAdcSmYEJPkEiwqGR4OuhOeNc53iZMbWut5rPUvG6sZeevgPSg0fwI4kY8Rb46HQ6bJRyzlNsekspj2U/oE8CGIRgIEaICAhBEwJKFDJnHcu7tubISczyInF927cDtHhSsrZWCx45jrVR04RrTWUUNJekNmaSdjszuiy97njfWgaBcTkYr4FSOClhs4fJiMmY7dY4nZOU+rc9L8YagV/f++MjInxADQzj/eDangs6Sa1yqZZC7/ooiyUGy9Arn8RgWwpSGy5lcl50UerrDZ1ZcqXRhxHBJI2CZXHfPziGXzbQN/J0Jq5aUzWulCTLWKMhkw4IQswmex9h+nqAKB76lG99JHn5wx9MVzvq9i26SjbV3lPBgRg7AESIDiHiLKH0Wvmz8xSVpRlSkEPgRBQXMf3yxfVRFgMqJgSPuWkIJJRENMrCcqVzShjRm5aMOQ2UpsWINmGTED9o5jSjSedoTFgqTV9G7d6PTn18aA+Wj88iXRbtu0r4QBpUQvCY6wbBDiNOfnhcdGoIWPMe7hVYRppImkGPovzgnbDIR0+xgOHuarIYa3DOM/lg1t67kWojrrxAtd7OJJYUrmzCDYJThkcXzt6LaLCGAMhiQgMzgSHHJAeIWcJLp0Vjq357d3Yi+6rBNFYrlXPuOO2K0Wy/Li3OJBmz0Cv4hsLOAEY0iDmVXgzWo3FaEUIJo+fzzAiGqSBd71TobBCF0KajZY6HDiqPlPAIVE0+SbL9eCp2SxMY5E5VZiQlcLtr/aM57Fo4PyHDFhdx9EeN++th/BLyRljjD6djR1h06M3lfLIBy3s3eD8gs50r87hiwIylXqsAxgTnPNDAeRxl8WwsahOOQrNd21FECUlEoja1K4BtNB6XAglVbfAUahufMh1iAYzUQIi3RPUGKY+ZQ28sQQCIWVbm/faQZ1T5wIG3LUhuwIHkIAPEgjtNUEKg3rtgKSAy6pFRIOTvqwwlIXhtoYeiyI44LabFrqfDYCdjYQSNp3g28076x+cFFMlGE8rIr9foY1hRGD2Ki0R2zuugUqobM1TNpq+WseyY2/7kIqI5WXD46n3QUroYhqEn3t5AOFD3NMs/O1qsQCQ/OGu1t30XXNCIBh0pYyKMcSgAZA4lhTglXNKekT6Se86s5Det2d9VETcJekK9t81hu+lML2LHPHbOMpINHcokOiiSMjzU6Wir0Opnutm6rr29l3XdZBR54MqEFmIGHGE0SzuS0IRXzn9yGrUeBppkeXzouLEkkqzgdIc0m6Q4ONJ7TKwctZpiz/lSpFZwZ9F3rg++sfVJphNvktmIzmZrIUy95USpN/0oCiOe6hDrwTGrJkfyg4b1GqwK7++ca7zkpNa43gbbhW1FjBKklneD2AzkOfezElXvCCYxw/sPdXu7skM7MMnKTPKYIEAixwm3ALNMPD3Lc6AXEa62bQvON8a73rHBRvtXy/WkLG67LgRPpe8MjKbAjzLj7fptNx2LIehdHaj1XLp1q5uhYTJMJVLnNOe1ICICWlCd8rZrCe+PaZ/mMp6kplX85Spnwnt0KS3SNBx2TIDgsrJDQwSTDBPYllAIGmHOtSMAfjDUKIOsD82w2lPCBMew6UlezABh0x7l0bjkdrXl1s+iSHPaqeHi2GlKHuR8SxJheoYW0db1SvVbWSDhATnXjUVnvbA41NNPsuV22Aeqk0ggyTSvWov3h16zQKAlxAgoGSw8GRGgLoBvw6HSqvNGRxGdHE3OPj3tcqI86W+3G8kPEdODYwVYz+2H1rbOA16UkapDhL6xaFuz9i4qaDeYo1Gkg5eSZoINO0hz1rUYpVDp8IVhHZEd9Bp2iwJMhfuDe/Q43jW9rW3VVcJrpFIKwkMPSjvnlCFxJEgcQZYAoc5pFkWHygoYtLJlzLKcqratKhAS0PtP49Br09QKuNs684Ta1ieVxobgEIJ12khKcqa8G0xw6JMiNgZosJRDU7lJBlgYjIJxMOIgNVAH1gEkHMCiDgogBABEQhAIEPL3xDzKGJ1N808/WwxxukMRF6CMmx4nzJkQSGe8FSEbEUpY6jiI8tU2Zoz1QgARqS2k9sxYM0C3bKVS3DVMVY47HKe1QgugZPo4a70xGbfXGjoAiMNnefbrrm26DEzcL7uIOo9BSxOj4jpQa9I4gSiyyLpeBMITxoWIWSw6Hirr665LEAXVjNP0tByAr28q4qjQcDIRfbCPzsrIb4oozIbBayMl0dhLIARgylwMpNeITkRLh1sYeRhPyOw0jifpuxVmKUnR246NxrH23gC1hwHrEAUAKSvE0ofY9f2C05JOqLe6CVGHzIEe0AzBDAC+177gsFXxIcuGTO72nV4eWNX0g6Vl3HhKCR2bXPSUcq479t09TRJgqeBJVEYwi8jjKXt2RE6mcJKTCbAywHlCTyNjg8vjWPsEERjlu22rbO36HWO0tzziIJ1lngmMONK4zHqW+/l4FNMZZ/0h7HrauhC40yrwPK4XiQDAAHog5Yw0g9F3BxQwOR812yExIQcoCmgaFACd0m4UD0o4HzGSIpWBIEmJrztpTJpiH4u1xqbvfRFln51aBNMZDeFQN4GToDW4jhG63u5Yb3rMIksFMskcEsGF7CPKCCXU8v4OdIWMVes1EwDW901gpWkP13cvb1Iazmd0p8KqIUfj6OWNGUey1oFQayRDyikQBDAA1XY1ONf21jk/8LZtdk543QxBUnqURwAD5yoWYzgewzRAVgXRErEt09unEzgqkoSSAGToCXHRmLLjkiZlCHi4rrrKssjCvGQ3FXZmPJOHF81R5IMMZAYI8HY9FE/KgYLPTOcH5x0ysIEHEA6ZDqzkrA6SGw6OMScixn3qvsGNZMOc2qrWnsqiEB/WpkEzLtiiGC97DAhWWWUdCpEmnDGBVkycixMLkgOF+n4pkyiN+SQTcSpWW7s4Jp76AqEck3cGYiABYKvDA8R3oSewF8RGg0ktEJAsjpEQT5DHNC/jqjVxLJUKkqAQUB2Q9HBcOhlBrf+eg0c9UBuYhyAh4SAZcAb0v5DFAQA4QSBUtDXzBpjQvYJpyvV2KCVrGiddAGCAnioQWZIa70BCYGZv8ojCsF9pYtsQMUcCjRhQCozRDCCOBVTmtMT397tHY3xxAx+P+B04CaIHOBtFoW02pE7JsB1sIAGUIcgGCIYDkjC0jsQxz6XbdwMl3AKhjgmQBkSRoQ+DDfOpACpurppgBmF9zEiS8PjQrxVBzgeOypgnE5rsWMLcZUxmGHygf7sPEZAD4CRylpBpwRttqQCOQoJxFOepVFomaXhx1wx9CEEHSWgqNQcZFZZoRKgQDNFRQojhTAeNlhhLB4gZRBETKGjEwdMacq2dOXRFrJ0LXjJDMGdANXWdz9QQOALjv94FjSxlPC2oG4yzBLVvFNQIQEFyAB0oJ33AFTLDo8d5hqFNJQ3N3lqH1CciMK8ZWheUo8A4C4CjEev2VcwGSmNqeJEnTrD2UPuGChbJiKeEWMfTxbw9bBYA9bViqafz2Hu7vatSgYETLrHVPASXS1IpBISDI54QiZ4HGlPm26EcQ9eRkSeRgp3BdAbp3t7d3FHPpydZt9EWQhQnQ8+JMOhop4zlMmgeaWkYoWHIE/BW1NZwwDTxh54Do+i1pY5FtmC7zfshi61pTZ5Rmxevt81saq0NCQcy4U4T51wRa62hoHQfCAd0wQJw8IMbrJRsqAxRmBbQfuiKWWLWTdXg+II2hy6T3nToCNMs64nbYw5MsoXWCQ3rnmkHDKF1oe8HKoymVFDwUPUDFSSZkW5jNEAck6qCI6DrO5+PRd9Y0vw2u8Xhts6p7IcQWdJa7SOoDHAZC2J7b2MgreXHCfzdDixgAB1smJaCAA7GThNqnLu/HY6OyqJIFToAzxinyrOUOAIyxaEJceU8p1YgdWRzu8/m6WGIFHWnl/HdSpUpSSV/u/JHGQwDGkIXgtwaxwEMQPCQMhiNWO/FTmt0yKl0xrXaMUmMNpJ6S5AJig7mGTY9WAQuqbWBASClTDMAEgA9IwQxYKAAHH7LsEIAoFSAQjh0jhsLnYk9OO21cUiNsUNKbQRMtbqIjKvaqW3HqiWKJRALjWAsp3Y+xjwKaSIohyilcc4flBFrDTC3Owych3ct2RH4YOgpiydpXHByXe+KSLTDpkytWg8FgX3vAB0nngeDbYAESHB08OU49QiDg8Y7NSA1QDsLtWOcNATX+8GpjvghBsySZNeGguE8Cdy6lKQX0+htzaNAVyq8UGYt/LWTJAbGAgA0niyOImsZJ4CI2gxAgEvWdV6ORGfM3poy55UmSZEjsg5FfiTqg88kHAagAeMYiBA0BMYhZiAYJBEA+iK21iEyRhIyTn3sh+AMUO/Bp8r6vQrgXQob6FgaKRjtLS5Spl305s4RRyMSxywSCIkkCdAwgPF0pcnWAjKaANpth8ECDcrqEJAHb2xgxFltKQaKwNCGYA6V3Q2463SPrULQ+8Htt5fEssHTSsVtR4hLuA2pcIxZGghCxMVmA/WtORlhCEE5tBaEcwkHSQkDtKvDKGOBQaBAjDUeCqbQqk5bGJHbD71wLp5GZibKSexY2N41dJoQ9H3VM+5CIISSDp2LesDBUVQR8RwyDyNi0QXk6G0ANLHsI9qiRcagX9cJDAUDTGI3nRx6XU5oyoBZSCLRNj7Jgki8AdAWYgqSBAJAKEJw0NlggwoevGFBM0q8h9hbP/ixCHLj+j50kaUREZR6Tw1603R039LG8sDKPJ9lUex47GBGfQlKkoEFi9anKfOD9QMAYwwJ2KBatx0gRFJ58AY4AAboqQ0+zLNIt2qRs22jsxCY9lr3CDp4TwEoZy+2xlE6poF46JHqxginU+rutooAf3DMbpZ7P3hOETDwQBNCCTAeXEEIEokyCjyingIAELxVBhJYxO7ug0pjkiTi9SY8PEUSYKB4MYG1dSX7rZctzgMvgclAgwsZDRysMoYQQKDUYExBMiYEBQeM0M0eAOG8ZGioRfAIBAIHRqlghAYP3gIiCQEQ8bd1BgGoc8qZmvo9N03GCWqvHOQJ7CvDE1QIWhsm/OCMRfQEBHMjVNIywcqYjzPHIuOyUUTSNMrSiFBGxFbDDoMu2IHAwLBu+GUmPQ8iQkv14MJ1A3IcEUlqC0jBW7DOJcL2FmIEGQEedDCeU+iYE0cxSiqZcB57G6rODJwExYZ7S/qBekMDpCW03jDAJCWRgMFowZxqhxhgGssF0OMoTm1+JuhUwINTGAnSapbw6LbRhAN66BRoJiGwTR+QCEDZD0SFWBImWcAQGBO+7gWCMbBrIbVAPaPWSAYJgZSAC8BjoClTgXgNhDIz1F7VHB1Bijb0fZBpaolMuOwPw8k5a8biq9Vmlvql0rM8eTgeH1rwHmxwMieGkUMgVwjvwWvwESfB2FHM9wMFDBKd9YERTwMLFuzgPUEkrjcI1jPOXACC4Anse79UWgf3oEzGHDLBGgMemdJOohcQRhnZtX6UwE6HMjKLo3hdBQ8QcXAIngAKpj2LKRmcSd1hMfU8tAnUqa1oo/UejkcsKHt6Rsrj+PCdbq/7ummpVVHO+5sDjRkTxA1d8J5w7wG6SLoIxMjfd8pKAgokQAxQpNBZIAAChNZQyiRoGHrLpdSUG0oq1sdETaQ7EOGn6ZJmjAvCuTF+1UHJQDKGCBIIDxQIgtAALdWKaSokkG7ICcceKWWVBmGhoMEftDcdwyaWHaeOO4NDF6k+tlYG5nhOkhFJ8j7QwQbhvRgMM8b1PiXM7ULpWXPwEZPjNA0ewZOgPCEQBs4IuCCZhDrqtHSdEA5AMzoEogJBRPPbSiMHG4U2OCMDL8I4DWUmt4o4bceZ3wz6toGn8wQDwcCHQCQ4EWwHJM6iqrMz4rNA4uBjSYuxgGBdp4NSm8ZOzmIMuB3s+Zj0HVz3cHoULfd+LAEIiWm24GVChWegnFXK9J01lkrBgNEkJuNUcAIUaERiwoU1niKhClzrERAIWAAfQqDOkeAxCIaUAyIGBCQECfl7UwoEIpzjFAKQQSNHALRUE6VpisGHQKgfnB9JEjztLIuBUsCEDNZHoAOnJM3xgzKzfFA7dT5my8a0xBuD+2s/TcldR5+P8XYId4OXGfMOxwIzjtWqOUr5zWATEJ4goBOeUxuG4NIUMGLKeVd5MbBMYlKkzU4h8YyipwwdolUMLFISISZjZrwPwaYMViZuCKQRBopMUIEaJTGUpc7UHorYWYDBwDgvXKO6ys0yZtAZDwkLbtBlLLmg+1Z5yoJIEDUToR1MT7lIA+gmyWHTACdAAMCEiAf0kAQgv4WqRow5CB6j1IHUVCsmmQ0QcaQOkBLVqzKWVW1nR9nWw9t9J7iPBEhHur6bjCIecNNbFcBoBEAOMGEgCJAADoIF7jpiGeck5dUwzZE4NAM4oNRqTry2IDhoF3iA+Shue+t8SAhPY0oADIksyFyACcPQ6VSAChoiAQ5ljA1xEQfwfr2FlIOgEBAIAOUAiJ45Augg7LfNZMY660UU0UETDlwwHoSn0Pj/f1PXsiu5cUPPIVmSum/fmbEnWXiTbBJkl/z/zwRGAAeGH0nuo7slVZEnC/U1vJMEqB4ssooskof5+rJx4HKaezLnWm9rmOttb+fFsFZnjJJh9Fxf85vv2gCy1J9QsFOr1tEW1EDXAJBYe+J88dNifRtOtXVMM36emHuPPy7vv6xflvbtuf79k2bhc8B6zWAidksU0AHWZFtwhNd6rakxIQwGkPK1Z1t4BU6ZS89Lo5LGmKVGCXWDD8ZwptlyjtvrmClW2b2G0Jq9btuX0/P7/fb0OTgF9u2bL/GePt6vi0Xf0ii85JTY314CGPtuwfetvl6sgOsonHC9YVqwNBSyE5n1+RPftsnWfLKphv/6624+9X6bkKPU4c/jug5bTDaUWy4RW+C+dwSE+tdb/u2vl/vrtsGeF21vee/4y3f84adterIT5N2euP94z2Wa4RE1zq3M/VZODAuz3pVqHkN17yOslou9XxPA1wv+uyULEkQbnvA0QwFO0EDZES7zwP2V0MyHoEI4xppt0usWMRtDSoBqhduwGTnK3hlzKLwW9IqGdGT7+nVe7/7pUr+82UC93zoRvZemKfv+z/fIwPmb1oDtljfztUoNr2MEkMCQz4Y9J/go4uU6lqXJsSPmnmuX5Xae8ZaWe0epUEAGkNL0NFvft4HsfL4sdzPM0Vpv2T1w+sTnS79X21+0brVEjR1ZbC0vz/PLzk9LjMq7kLIEXzY+XWwgEXJyVFrYZufzBNtyrJXiJn1qsJ0jNQVOM7aNjDZNQ60pV3MsplTGzJnp1NiHN8wVGm3fOJ/iTfzh6mXr55NugzzPNP24r3FpODVd1xBItFLP2oc75MZKKMr2LcRtjC+ut3dFmINUJeSEOTK1ZYb7tGBxMrkXwuuGHhbpiNMUu42r3KQQ5THlddc0g4jJrIVq9CwzEymJhGSWGwzcdsYUW6+ZVsaY5rBADtvpt/5tWy5V/xvTlhUWarXutV5vZpgCnUCi71iTP78Ty5QaawMyWhvD8wx0Yr/XAmw9pydbguO2RcSUys3OEGOZml5e9pbx+cvTj2/r12/s7bX0jOuLGkRUQGlUQUCG3cLWbSyOtasRLgkYBQLRtbn1wk0KV7gja+t2jtEns4kzxtplUC/ZJfZeGDAiC+5qForRKGy7y3iO/1zHp/O0v6iHZR9Tw74jDLswAetQg5J8ueNy5hi4dsRs81JTqBKWuN4q9wbYSJtL1CiIqBpJYBPd00U6RLJxsXhPRbhuIwRzXInvv3//+m0ss90gnvIPz/jpVctl+hZD1dzH+9Y/f6qtkxFp3Hveh8IEIzIdVSAIIZuVl7CRA7HwdejZ8JoIwsOOGN9wDAJFPswlAiApgP/487kSMgBlSJWS6mUtkCQzmQhJ6SgINuBwNIpl2DyOm4BPreRt9PuOu1Ko6gkQB5aNmbwAQWDVO3HPFNCIukIdiWkKa5Nf99FHJwSY0QyEwe0YMXdWjaJSolOzQ4sZvGHksGWOpUVAmNRYrOZMiX7WLlTuWN0USA2WyzpQpbNpZPYgxRZmSYQJJZYkr0q2ZPOgcgz0fchqnIHTEfMfMMvefUO7KeMkZm9DRmViFNxZA0UlBAUQcA6OFXZzX+I+d/UOC3eTidS0JhOlPR0wUlaWZMlRY+BsRtXLMMZ4XlAFJoqEAVIVqgCCgULQSix1DLNo2Ltjt3ByMoDq8kbNxNir71VoYfAYG4QiARMBOHOAEITcrZmRVVDJZoBOi9YKjlpz9NJUVmbolZaj1Jkq9EQS0VADHjCH0mgo8uwOVaJ5sVTCmFHbhlTVBJ+4ULWxp83NpjDCWuMUWM0qh8Ou8PS9LJc9+ztsqMs6kUKWBmCmw+tBRxgcMCEAJbZEETIChAoOdzcgOqK5RRRz7HUD05JWSiTFAgowUAggAkxIoNpuSMsJFR052e7GMRxwQBt6QUQYaWZSc7Ugzl5urmxVLFoiR9Q4blIZxqyCRgc3N+M4Wc3GXtHN3HF29GGdGjlGqRdMVVCbMDvcvQcaM4Tc0ax5QsUEYQOqbQsJNBMz68guFQgXdOT+CgQcKlgKdDSXutaBTJxOZqRUdJYejqcPzIfH9S///qfTodYQOnYgQaUD6IqSVMd/pPBoxUAJIpMkRcoomEElFCSKqhJ4NAaILKISVdpVewlEljKhQpWRoGykIAgicaCGlon8vVdMBAog4A4YXHDCiDCG0ciDpYxwo2AKiGUoDqgCskOPI0pSuOnQ2Ag7nPukADNRIlAyiACLECtFr/KS47A8IUClghWkgJQuUZIgHPlYrIO+AIplgKkgmBGFwigIcICJKiuxjhNAhJAsgqYylAQnBR1pIg64jt0bsMfqHGYOD0oBjxECtGMAMBAiZBLB43tKBcIAkCUeBKLhmAUECXhY2zJ7LIgRx3mAAoEiJPGRj1slHet5KBQHCmwRJOrBgQTppB0YAYesUwGpVCoLE2UQBYo0c5IkjQTKyEMlMcCqVCz1XRRUyA9qiOBH1ebHw8FRR6rNR5XVR24fPwqvFlDEIUGqBPMRNA/+Zgkc8eh46DX8iKingRAKCCSAg0UFJkowksergZTZwbggZALF48TnIa8f9UZKo4tppKGhrFTFAs3gRhVS9TGog7sLgDlKPITomKTRjiJJJdKEKiVw9EM9eOkh/PgN7u6jhJuBODATgCpBBfPfdUr+Zib9VltS0v8BBQSSeCdgIt0AAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "284.5514600276947" + ] + }, + "execution_count": 178, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import time\n", + "start = time.time()\n", + "\n", + "OCTAVE_SCALE = 1.30\n", + "\n", + "img = tf.constant(np.array(original_img))\n", + "base_shape = tf.shape(img)[:-1]\n", + "float_base_shape = tf.cast(base_shape, tf.float32)\n", + "\n", + "for n in range(-2, 3):\n", + " new_shape = tf.cast(float_base_shape*(OCTAVE_SCALE**n), tf.int32)\n", + "\n", + " img = tf.image.resize(img, new_shape).numpy()\n", + "\n", + " img = run_deep_dream_simple(img=img, steps=50, step_size=0.01)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)\n", + "\n", + "end = time.time()\n", + "end-start" + ] + }, + { + "cell_type": "code", + "execution_count": 179, + "metadata": {}, + "outputs": [], + "source": [ + "def random_roll(img, maxroll):\n", + " # Randomly shift the image to avoid tiled boundaries.\n", + " shift = tf.random.uniform(shape=[2], minval=-maxroll, maxval=maxroll, dtype=tf.int32)\n", + " shift_down, shift_right = shift[0],shift[1] \n", + " img_rolled = tf.roll(tf.roll(img, shift_right, axis=1), shift_down, axis=0)\n", + " return shift_down, shift_right, img_rolled" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "shift_down, shift_right, img_rolled = random_roll(np.array(original_img), 512)\n", + "show(img_rolled)" + ] + }, + { + "cell_type": "code", + "execution_count": 181, + "metadata": {}, + "outputs": [], + "source": [ + "class TiledGradients(tf.Module):\n", + " def __init__(self, model):\n", + " self.model = model\n", + "\n", + " @tf.function(\n", + " input_signature=(\n", + " tf.TensorSpec(shape=[None,None,3], dtype=tf.float32),\n", + " tf.TensorSpec(shape=[], dtype=tf.int32),)\n", + " )\n", + " def __call__(self, img, tile_size=512):\n", + " shift_down, shift_right, img_rolled = random_roll(img, tile_size)\n", + "\n", + " # Initialize the image gradients to zero.\n", + " gradients = tf.zeros_like(img_rolled)\n", + " \n", + " # Skip the last tile, unless there's only one tile.\n", + " xs = tf.range(0, img_rolled.shape[0], tile_size)[:-1]\n", + " if not tf.cast(len(xs), bool):\n", + " xs = tf.constant([0])\n", + " ys = tf.range(0, img_rolled.shape[1], tile_size)[:-1]\n", + " if not tf.cast(len(ys), bool):\n", + " ys = tf.constant([0])\n", + "\n", + " for x in xs:\n", + " for y in ys:\n", + " # Calculate the gradients for this tile.\n", + " with tf.GradientTape() as tape:\n", + " # This needs gradients relative to `img_rolled`.\n", + " # `GradientTape` only watches `tf.Variable`s by default.\n", + " tape.watch(img_rolled)\n", + "\n", + " # Extract a tile out of the image.\n", + " img_tile = img_rolled[x:x+tile_size, y:y+tile_size]\n", + " loss = calc_loss(img_tile, self.model)\n", + "\n", + " # Update the image gradients for this tile.\n", + " gradients = gradients + tape.gradient(loss, img_rolled)\n", + "\n", + " # Undo the random shift applied to the image and its gradients.\n", + " gradients = tf.roll(tf.roll(gradients, -shift_right, axis=1), -shift_down, axis=0)\n", + "\n", + " # Normalize the gradients.\n", + " gradients /= tf.math.reduce_std(gradients) + 1e-8 \n", + "\n", + " return gradients " + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "metadata": {}, + "outputs": [], + "source": [ + "get_tiled_gradients = TiledGradients(dream_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 183, + "metadata": {}, + "outputs": [], + "source": [ + "def run_deep_dream_with_octaves(img, steps_per_octave=100, step_size=0.01, \n", + " octaves=range(-2,3), octave_scale=1.3):\n", + " base_shape = tf.shape(img)\n", + " img = tf.keras.preprocessing.image.img_to_array(img)\n", + " img = tf.keras.applications.inception_v3.preprocess_input(img)\n", + "\n", + " initial_shape = img.shape[:-1]\n", + " img = tf.image.resize(img, initial_shape)\n", + " for octave in octaves:\n", + " # Scale the image based on the octave\n", + " new_size = tf.cast(tf.convert_to_tensor(base_shape[:-1]), tf.float32)*(octave_scale**octave)\n", + " img = tf.image.resize(img, tf.cast(new_size, tf.int32))\n", + "\n", + " for step in range(steps_per_octave):\n", + " gradients = get_tiled_gradients(img)\n", + " img = img + gradients*step_size\n", + " img = tf.clip_by_value(img, -1, 1)\n", + "\n", + " if step % 10 == 0:\n", + " display.clear_output(wait=True)\n", + " show(deprocess(img))\n", + " print (\"Octave {}, Step {}\".format(octave, step))\n", + " \n", + " result = deprocess(img)\n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": 185, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.1)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": 186, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.05)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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P7shbwsn8/fd0OwDO4EJTxcSzj6jn1yM3lzNFjtCjRY25MnVbLH3E2LV3Vzw+yy4XxHJqfT5eYCtAPlMD+SatJotoaUx66uyKTiiuiqDht1e3HGhZOR0US5Vf/cUDbz7/ztytkLoe3ZitGEy6A399djlb4djZId2HHNdP3CBvHPRM5NdblYxEXsVKTLxSK9xds9QAVESyVN7eIlM4AR25dBMldKYyucKKsjUTnZEynG1APRsrbt8MfJSEZfswYp5T9FAZOT08Hev4H5O7c/fJV9I566x6ZvJLfzhR/2JN7rjnf3//dVcdWNd3762Vi+l4pq3OFIjkHpBhDkvNQQjuPRJVXPHnK+X+XDiFAPNCKZCJH8BhRCFLotYkkB8AU+ezQU3FpVdHZ4maXKsgcAGXk5Uocv/vv3Jno5AKZcpGpuKsS16OUrkNAcrKa3StChEMZTelMStWCItCSxpnzjEWV4qwaIWeh3h1D0UQDzWs31xwDhXrP3+IW5y/8ub8uTSyace2sz88v2O/dSpYu+tfVxQS+kbj6tqi5P237/vKnniyNL/iL5YY+Y4Tuo7Ztdt3JueWQIDfUSea1JjS+TJXLu7YdORzX25bSeii0ZRKSlThdJmv9Lh7zE87psgqXJnErMluvfbF71Hd5z1SpytHxMtxknTBz+nx/8zrttldAV8wJuRt2nxwTVgVSzCjajQwKcTnEVUupbzltSgk/YvG7Ao74prcU5uMhj0ao6hTzuZvU2R7Qm7dER7nVcocsuRJlbP7PoWN/XYuKwEeapWdHk4VdIxYAszw+D8//GXjjvtfnT7js4STQRuZjAUbVJt//mj2exMfrgSaNVXTrlQOUxX9M7yiyvNIOVoC2VokB7Ms1wVL3BAFU+ypBdHuZhYtZWPBzAZdDepMWa7sB2tbsnBmc3k+WOU47pEG6Kcy2V8X0SJAcsmUKFsFFGDeT80Ugc9ZsGs1tBeRSvUKNktLV5L++vrEYnh7ax2Sq7JsTprFjSZpJpskIhURKU/yaIYQ5WIiWe2L2xPS2iDI/4Nd07eLv6xVAMVECES7nxP3CcToaDYfiVKxzm5J6Oa6RiaNq3MOu65OYki/Bw616pUVaCpM5UoFBEakiKi33diXio6ItfNLeaRSbWbhdEXtw/NeCKSUn8pMlJKVRX3BJCgmqzvOQguclLlDiYchCrprg2yADaRupwKiYzVC5ZAsBYACtw3MFJ8Bqrpef6xnWfx3Afk+9Ksxl2LIPMURuAi0Aym3C/bOFaUCKBPB9cb8RzNBFgDaWGSL2eZSFz0YnvCTIANoEF4mlojSoi0dFls59kA/cnJdoiOI6Gqu9xv/U60cGIWvrVDnEY9WnSUmif0JjUnxpSfzX2qRi9ftibfqbVb8KEy7tQIruXxyZng9gjn0bQa9sOq/cJMsqvHPfWZgSxNWu/WuqkME6+g742kYCme9qWysgtgU1ZWYoXdT2XtBJEE8BSF7J9raY/WtblSK/r37uiyIyKJoPv6j3QWBosx6PcVFNgoYhpVLUHZcr3cH+7JgOjPZLI+FQyjOVn0hI7mUbpIozGpAz8KCQtLkyoxrar5CcbNdwf51OUygsJKVHDCCaqMn6tOo+EQV3JaFympm2Q4Vz9Pug0L7GHrhW/nDn2FaensmRjybvtn725dmXPJcv7MV//RAbnFs5c5F+3YXs5wo0kkRRGclKMxirEywR+ij0vhlEH4DCPGsgIjsD/LtLl2NxInpwFqDJPjHdFYEgnKqtJLKKx06gCgzPFxaqalt5i6r2I8JXbuU154/X87RnE1WlEqyb2dEEkZuUue8HA4y2btBrWeeYdzjG0E2vU27S54rK5Nn2UKgSr82z3FUtQLMPHlG0QSgAIYMdOVT+QNbGxfy7KoLsmKgec19ZXVMZbZ7585QfCuXJzR6CotHU5NXQrnIgSObb8G3cn7ypb+86NbYzCgRUsvC6fA3vvp3HlDISoXlYh7iagTLfOUr32L7UQywi/J05Mbp2GrygBH/0k+3fPaBs4NO6V4HtBCqvJdhruZTPAWatoKSYbKpCHt1IgXJ6G3YaoAEhSiS7QWX3iNdO1X/E2RcoFY+HimJWXqd0XGS2QBQDAOCHN90RHr1rwntgDKZYLVS0UvvJo1teI0hP1pdU+83+K+kmvd2/uJHv0u3mEPR03Fztvah2gfEeElKf95SDFhUj9Y/2KmZffONs+cDsE0sEfjRtYJdrKKKrKfCd8pUgxAswfSZSmAkT3WVSwySgq0OyKYUsGppVZFDqi2cFMAg1EB04TrcnRojFM8XaNpQQHICgeOZHLdpC3szJnlQT343xjRKpU1G5OTIhNWiw/v2cLc3GIvzrGDXZv1ap0EP4Zd9c5Jq1bEFvmdNscmguYZ+E1K1TX8Qt6sE0zuJu245MLCefTMRyUIMLyE79dotLXRmdR2K61Tcub8UCVmqMSntbLZHq7gkkfvOkP4PdwMUAHSZpb3NfYVwFciU5m9VSK2Vc6qI0pgNR6gEmUXLYoja4KU0wpcirwNMfYZ37AWk0eWgLreeqyxhDebN2lZtbZcUMko6rOf9oyVDq2g+ZVa2qkuAnW8zAmng4kfIf3O364AfPytn5eFNgY+tJVHV0bmynkQSBQcrGA3uJpEstJLfCpcWAcQMqYuIPgB4JLRiL2aVy7Jygp3Pc+tAYuPfrAhnHh7if/MJ23oAVPEqtPLBovrkHw4sr6oxyaQIaf0c1DfUPZlY/8df9j+7vVEcgYGThQCcJSSV/IBIZDh60Fkasl55eeT0VEgk44s65thjbQcernJTt4QAl5rPRXC9HQU31olMoJIIB4qLgsHRlFnaUIs1BoCcWchmGW7hw5t2renZR/tiU/n+1qYv/Pcj7752PbqS0m3VwTosLq9As4DwLT724xNYgsoyHjUuW13VKBua6HcXCkFJC8V2teZUSRQFixEFohAV43epcoWnE7x9k7v1YePCxUxl3771QmzX0krRjUlGGObRunjYR9VYvQU4+0Nga59k7+8OZBh9dHFG2om+++JVrdoZwCDp3FXNfDRTIewHepfOjDTUqWNx2sFKOEgsLgr1+vJCSnSHF+3b6TCsgY0maTpGJxllCqCVhfU0pba5+f8yK/4eKwTAWLu5EQcS6wJTCwmYCDv8m89LrWDofHZx+aalpVlhzFVH1oRxn8qCSNUoUc0KbM21fIeMqeXfH+zNx/1BB9TeGfbNKAy2DAwTIs7VZlJGIoovN2+KRZemk9WZGpbwKXq3JrVaz2JZFs3ICtXzEZ+laXMhvsiQmZuX55sdDYvjJRucLYiMaiU1cnY0Vapt07Q+jjNlWPErz6gUhjR6YzS9xjASVGSVVPNxpvr2Jz7V8Cm0SrfJckJF12L+QgOQXI9fvP3J775+E/R+c6fzxzeo6WXJpwdpzeaWZ0zK90fWIJFcZ9UXkhk7U9bmI6vJMg8okZwW7hCLCumKgOTv8DVhuYLYsBplr/qLDNNg75QWNKWRUk6EB8LXSYnNypVBSsgkNqqGdhFhQIm7+Xt3HW/45N4xCwKzcXpZNVZKuXj/Yi1SXKRl0ghaUeEeuWGrtK5jR+kV70aMRpkqRifvlgN1HPSYzdajcjMcX2HScwkcgPmCmAhW6HqUlrCIE0LbTXlvSuYFkbwEEzzia0QtxAFZOdflMlXDXDZNtxllN6rItXgmhVGkEfgUIUTwynlf5r7W+sUCMHL2qrReZ1U2kjfiebPciivSMjn3LOsQAssbyWI4+cJKtFnxfye/dK5uLz07HdNWlvZj5z4eDuWZb9R/vLvyXrl8/fXa9KwVbiS8nju1lDxNdW3S1yDxYp54oscSpZi3pyKoSGhsM2RT1OL4hlmLVSDQJeXrUNFqNqhQy1dzGSUAyIUATAnqbU1xzZI95l/PJVC5sCbEiSpDEVVlqLW9YbCJ7e9DzPWodoTo+/N/bLdfmalMlYViNkrqTwBaLzBhExPyBWC2H5h4iWI3xEyeOKJWCKsxgiWQqmC2m8RGJ1Yg7EBYhiBajQIommLR9XfhqJ6x3WMytrQq0FDuTCa/zCP3NRlppzXHrqaz8ICR94lhFtDK+Oo+JTn7ap4EQPcOYqMpV7j8lvZxLSKyYfP/QMZIBQjQsqpNNwogFmiZk6pUD/y0+xjHXJrVgCXv4UMUdetG5Io4JVUQDEvlIz5SjCmcUppFuJpFDuVWgrpUBt962O527KWWr96cV0kBt8Myey29+USHFCTXL3hsViSZKIxcPG8ymJ3dDni7uTqeXfkTaDyK9LaUqEj+MO+YvZhIRdged207y1WDNUrMaUtAHYFdWQLjQdh2b4/GJeY3eIFHmvooKl1Gz+m5LfWi0VVFPzKdi4oiMHSexR9CBp+Qg9sacwWqei0uMWb8i5Qgtor4ZHUdWZBU1EYFJQeyJ++qu9WpNQrjxDYRLCMIVSOSIsQDWw2rWdE/7tAskXltUUaLbYeNiTS7PhcgHzwALNZAk51/GlXnGDyEpZMMwRZYiEWsD95Pq7gLH6cYF9Sklq9dneURjFajoi2NqvlM8LqfE0Mgxsh26OXpNHkD8dXiKX9IgiaZ+bXuLnFVZF7BpYJnNVvKJ9+qQGGkyBBMi8IK1bW5XZHrazBa68D83iCsVViVBZISyDqNITQ91tmoOO6S35qvFDK+SoYAtIr7n/3U1yvZ330wf38fdV5V96MacCvhpwEAAiiBzIsx+e8OPXnil7unCspQBChlq8ESJ0PKUglW2LLrITd6/MJGZWYYLSGnn9L+8OTGYiF8pQdcqFKQTnqumJbRuVS92YVW6hQFdqsNqZeTEZMyPpM71MS+uxJXevIyq8rWmRkp5J2fOur7nTcYKR9RJZa0ZelsVTBqk+lanQlFQfTqTGGLASW7h+w/u2ejGzeQfOKux+dNGhozY2tlZIb0DnTWp6aTSkkTlSr7HbioDRMEIj0c4xmIAbpw9SPtYoPRUCunKqnCWihnxwUpQl9jwLwAf0eWzGql01nGQ6DrLEtBHJmJ319v63CU9nNiAVSfW64ECoCJqpRdZa9X9EyH5HRGfGOjmgRYkGA3q9Xnl0I8KjlwpHNhthKavKLedAiVyGKXE4iDN0XB6Aauq3QwSmQPDBy1P9yI37gFLKu4lrtE9mL6Q964HXX1hXcAHIrXPWkXLw3jpAcia7lsutWmo1KVA7aa0r2F9RYsOjrBU3lOYJIyWKR3mnJ2AElvsogw6USO8/D4to6ezXxpavQ0zHDbHumMtXYVoeXd97VH/usOMUimLqFwPi/AYM+vHu2s361Q2iMydSMFHLv///3mez++fsnXaVBdqK0ekqOeCgKBAl4FkX8I/rycv2sRQumsmjdZSlfXvCqFiBRkclTSXwn6pLKkhDFx5j6npFoS6DApriJ6gEZqpLeK6SxNveiMicRgE9zfbKwWQE/cg7fIGIU8klPzS9zntKZTkhBp6ZIMNsmlxfLTWMMPbQ3rfxrML5IaiJji8TwAi/IiWx5oX2Vr20SelricUpoEiyYrnp1j3wbke/DJCX9lXKD0KMzisjKu4gRWg300R1lFvMrqbMScbSYtGooHdUIsqo9dJQ59Si7LzdKaPrUk8/Z7CWkd3L1dRhaQWBzGEh5w0ETB+O9P1o5vd1lTRamsVprIOx/RKydSjIFERNziMjCfBcZLAvUz0UNgl7IJt+Qy4SPdudzr//VVoLSv+or02PKpwYF+8i1jvvfjosDD2h+LMv/DOP638c4FoDlCqHDZ/HohLwKYhRuEUbXnYGchU55bC1MJQnvckL9eFCqEXSfzFbItCqlVUQpkoPM38YEmxTMu7OVVyqRFKsn4dYZkhOpvTtQtFcowSWclaEklJMulHEkmyjxFAHKjFek26Cwibb387MvX8ly+qV7PJoHkmduUQssJjOKwLpuooMN86A2PL+15cutDoRUFddDm2G8RXUISO0RsIL25qEwVqhVIGDzYdeXvZZT34FmZ/OD2eDmWyiN6re0yJZW1IT1O4uN3MgfkbWugL7gS/r9fv3zUttW484DU7YeLZXW9q0oCb3lrdTZLZK4SLBsSKLwfDvo4AUHRatOWse1O5T1bRwP9V9UaWWiDRdeLXHUjyyqJon3JTSmdbLfFLotXhdVvnIlo1JiFU27gCismr8ehLVuhianKiAQZZbBIu8bSLQH/dfKHN67Ouhocmvya/vCB7CuXKnpW+UjT3d9d2vydbTPHLuvMqrtsQYajvlRaLlJL9Jy4UvL4WVQnmLFe95+24kOdhqpkdKyUSHg1FuH2v6YsqI7X6jLvfgjt6qiLiXglKUXr1bBI29JVu3E2tXh+T5dSWRRJQapQUkfS1aYGEivwEyx3IVMleOGQSH/iUDndwkaKLDSHVCUODNZdHOW+ZKN+lvE38ehIg6FNnzWEshgoPLoZvebtdupT/nxoZ7Plw/cz4QJTERAcEJEAneDhisJq2NxQGM+bVTDb2mTT9cuzgs1//AJmzmtRrRL40jn+n8VvjfRKv4eLk97w9fJVHUZgVdv9R3/zF7/Xbjp9j3rvAnHzzsVRGYJ2KrQ72mzZsu6RbzYirOjG3y/+ePLyA09svrWAmh5uW/z3DVWowuB5gkQkLrVYBJMll7y5ztDJO6MhsxWnMputgMa8B4ie9f3kjT8BEqmrvqvn8cPqTmejRWuz10nFygYGTc7Ax4+1CHQJQoEarbxmbH2zEKpK6hXsXfcQ/IcxMF02dDS2P7JpTdjYQDPwegrTGNRdsLhcZb8ZDUGg+Bm8e1sbUmZTM4vlbkCICnRPT5eBSq3XsPZmqUokW+KSvQ0ubYWaJEPzNXHdgZ0xP7/45uTjKlqPZ04O7LpJHp3gbeLH17bO/vEnpkRXW8Y3qS/Px30CwK8A3VsAiwOo7BTLjI9JFe0Ay/G5SYQ7S00R18expUk2mOVZEtDVQHe7spDTRGJkswlVSRFJS7tNb2lxNUZmS+nJy0WkqHfbAjCgQXHQ1pcnEvJ+xYs/nzq7OiIyOg7tGdTta8iHivM3cvBmd1dTw1Af73v3z1uZMUGKpjl2bVJYkQuGIw7WarwSnUH3K/4MF7d+zOKfMP4Wqx/Oj9w4B6z/HJBsb3m581DJlM7dvLnHmB0XQctbLY6Ko3SzRI7m8wQVa8FaTYq7v5/X1cvZg27ZTKm53TG1SCrR3NrwCqYTyUAWyjEDCsBg1yUIoqFCaevlPspFgNopz2wonwZEsEpue3p7j4ic9ydYOxGfEAkShltbAyoqIJMHBTk89Nl7Dt/bU8roZz+8pT6oKaZyi/9Zz+finbs7M7dS5UqFJQuUXqA8uaG+hqzWsv2o1XcqWPJFJVxyJUM01ONFQhiQgzNifh3iVDVcJZaHJcDR3nvVSiizmDEbDe9fCBkNEozJrSzc/uS+PbfnM8FI8pCiZZndWK/6EUDMQYgIQPfJrCfqwvftKz/7BnKO0H+LeOQn0MOwcD8LZWYx1422zyvZ28hnt0et9yiynpVcsiAX5Qo8XatGkKSpVpZVzQ6V1GlHVP45JJ+sZgJkJtOGK0YnN17KkWIMJkD+6LFDU4v+chsodRkQOSHwrKBrEK1fFtSe8RWorIag7Iurwx8TrtjshQzraEpnVwrHHumGZ2JpT4mpysJZSgKDRFbs/tlBdLuLioOjZ2fpdiwfqG68FxYEWaZCIXMXVV1D9Lo/g8r4HE/TC2CPmVhMDzzXQPzRPrMasONinnRpq1Q7D4bClTlEKq5VDtfjvjx4O1dpi7Lb7YyXscVrlcm5WI2lUlQO72vajSoPOAGQ1RDx6HxR3K2ryuvRqEQwZUqZEvLRtVjOKK6z8yseOpVlrY3KbBI0qOHq5SWNw0K1WBU5sXc8lTNsFZWMgIujWLQWAtw68PuFH1Ll54fYcIIYTQihKNrQ1pI9vfx9nOdzq+B2d080cEoAizbeLhKxuXB6x0H96pthw3YJ5qiyY8BHr42anQ2eP4WlJoVyryOykNKy4VyyXCuWlZ1IMUIjeVl9gzWTKJvhoExNekY5abfii31fy2cBpV5ZZ9DIDDqpzIYAQCmdWUkSgeVZ5+dsyZWwOaH66TOPfPVXb0BuwFfNoElZ35LYWCa6FGibJccWqQFYVWDpDRSF4ZpVAGarai0AJoTaFFl5IOucKa5bDIZNMmWduFiQMhKdolWsKbHVho6OfXjLdJYWNcncKtf6lZWFv985eqzzLJ99IVHbrwRfemlk6MQgAbiMH4WP3fR17a8BrCCTwdMYFJrhh5qAEAsgBUCrYmXqKXBkgw4gkFUiFFTRc4Sc4ve0Cf/xAIIPDuWQWoqB+EpPUyvqsqIBnxyKihMLpY1R53MPmeeCQd6Wi2WaBpq0Dq0n7k+sxC+8V9HUM48721KgNJGpyJYgSaOzZZ8sFIqP30IrZGP/M0+d/PKyCC/5C0DFoc1vV2V2bL8niyXiaQ1YMiQ5w0FUGE8CXUmJQvPyYfSlL+d+tBjY/Nz4jdV8JyC9FJUd6JMV/3u56WfG8fW8TC8DtuvBa2szU1TzTzZLZLXEr3yQCUrOZrTaxsBKuWGX3syUfMssZhOhjOhOoHJvDyQSa64vso3uEmBp3+t+4OalswLDP2HF0FQoCrHd0kKA5OGykCEBBgJKGYCTQpt2bOnYUh8Kixi6onxC73lpgSUQ+TaVq0CHLy/zegUIVxlKRPnysEIubrDAwx4yHd1IZTd1akttiub3CVuvxZ+KL0gwKFTph3naKFtdzm/d8XB7//7Lb4707N6RH15q7DbzeV6eXjLb+5NLuChPPCXlF8iqBGTNpl4wmUiq2HpVPc64K2vRX3m4MxTwsMuFhbpmOaQHOziLvvkjPR3Pvb3LrTXW1td8V1LpvNnKXVyqKrOCW0YiVbQmrSqq1RJXizDdJnNnMsPj8tL4RuliIMAY9J+1UWaX4uwqO3n+LuaQlkbTRgpAKqWEUMmFF6Zq8eTkiwt5kspKGD3PijRkypzbekBBI5jBIjew0SInIuoVpr7etVcvJAXxgc9t2fyZgVEhkxhZlW/WfHxyTFnCcLNCzCWz+bLSZXXLygG9KXtnXePUgWLJqt/T1eFIXCd7n7pv6lcvCwQqqYIBkJoVFVAEO6yXqnHoH75CkIaUcl1Myq8YeOB6FWqxbZGl8jg4Ot1UVEmpqOf3MVFKWNvWYiwuB50qsFySATdB1xGH1yFA8xk0ULi7iDy2z7KcAe+MBvUaWXjNY+/bXExXKU80V8MNO/qbFN5ieTZRMvJzcvHW5u16TBJbkoR/cYzDPmM3eMM0WUrcIchSzQuC6kbF1iK9aq4tmWSgrJiW6duHxED+Qv7Y55sCIvL5G6l9m3sd3/tMKhqm3p+tBpLVNA2ojJkT+/gPpgBJAPanaQWRB3U3PwKaXLC2PX6xwjZHyeBwAATUshaXIIUKIjG0zhDSICdnUV5k0CFAIzhEq1P+9C8fwvITL/z2OfC3zfb419abmtp3ZwlEX8uj0bU4w+EWBKQkqmo+GM4iwtY6c4OEeh3VvJVRtEJOkaLWq9WXGBlS19asZzORIJPLuA93iglwNc+bRayRjK6uqWIQxWWJDd/ah8NyNRe7yUDyTTtKJLsOFGzSJclbN1C1KXTWA7IC2BjtMgGyXujVS/xQL9rYzCBFhowuVAKIqtQJa1WATmN5JJV9RfTeGRIkWE6NcQBbBXGXAcQeeS4UIQ6tBpAzS5UK434U5a7+A27O6OCOBrOW0+ILq+jcQqxhc63zC/a3/rTyzkfJHos0LQ4hqeoR5ZYrqyBsgMT+UOwyatK3Ov/4vbEfvcy7adH2BhNU2zVSy49umD/tqB8fN0oUqUuAgS41QMBqv/l7f238/Kdp5t2RjWcXHm0i7rZuT9va/nPSt7vZbTq3kpur3veE9vLWnqG7QqRGRVVi7Yxq7zM7pxZOyfvLwth6Y58BiBdmfbRJLREMsmV/ChMj6bycCwj1j7b636B8izdMlhY5BlbzbCDiU6AwqxKGlfCGgBuKRJwFKgLU2Kul92yz76qrJmXlTjT8wUj2bkrQA+ICDVxazRqk5nbD4ogH4GjBJFeIsVpWWLs+0+jWyb596P6/354ZTWRuJ8Mc0Mwm1SEQyJZyRiCJgqw/72jtevrhz2OSdPlAk41FQ3Ytp/QRwxBiaO0C5boosn+A/sWo5MsS5SJJ1NLUJtGOmGFmqZLJZvOnYLtUaRLc/AcRsp7z7AVcfrolgIpltbCFxbQVPJ/FAH0NVWbOnPE3YGCkRX3Hw/XY6vkI5Ucr6cL1hqgvT+5+eM+WpdOhnZvNR7YrkpjizdeWbiyuZQXwQTeS5cpynNFGGQTMR5lcXhWpQeWST12rG2zLzyb2fdtB5KL2a6XDj2+pzeTqG4tzO2RNv+8+u2TcvCJcfvHWpu8fav76vsLaHDYbVQ4Yb0yt8Om0SqMCKtDqElengSWt0sBUnAmlZWp9YnJRbTDb3Jr1lThi1YhJpfFL+177xUcCkJPBwjMuwKxU386pYguJrW7hICa8sJ68O4aaP6kVPwRMjQipHMwXcJAgEYBtAUhRB77B1jYWCvQSR++G1svKeA8+woHIcAoyCWQc7t5tP3UzWqeHBzv4UEksgxzh6THU2kKRROOxJsW1KyJRRrBy8W83If2Oz0m+ZPg4B7s44ZQID9NdfsV5QQyABYrhAQAQhMopg8H9o+k/3EdCFDKAtXeHkQWw9Mj9+qWJUIxN+PkCOZoYe/JvHZ8YQp14cSGM6SXE2gLYZocgE/T0jvzr8xpkLlfIqPEkqe499UFpz36gLIbuyGG8lqaSeIeCxELF+kaTTFdnVGj28MqL096L05OmCqNaUqmur7cP8sge4FvfK6ld+P5gdBMq5rS1Ubtt5HZCyXKixv46cTwMFcup9HVOdKCRAwbVj48VlNpszqjtFTX6Q2VWnGvg5RqHK9fVAAEyiUWqW58YZnY2tkp/98NXH3i45Z93l3lp5crisqOhi4jlzrn6mcZGG8mYEul5IHKzBC8q1Z253B4coEholOF2D6G9DoU+g4o+qqRWqYrAUjsj2mq9mDaOnw8FI+BnD6tfvZGdThNVBpAslpvv2X53edPfX3zhx/S0CSbfkboyL+f0YJzaaVa/+DB8yQckY4Cysm1z5aNJ4cKfRx/aYnKD4qrB+HQHutbRH1WpNlVy62JoRl8ITC9JZ1XPaDcVd3Nrw1N9Hrwigh2EMpgNuNVWyQvK4kH7zNr6rt1K+wXuKXNoT9LlciahQWr7FtE//4w/F57Y8ZWhU7r66w/Z5v7w/pef2iMmfP0Xl0Z52aEbu8jXbq4Mp8+pkvhbfeuP3X5yf32kWE3jSItcXW/kw+fKvAKjG+WnrqQ/txe+MkVBqLv5+M7bd8/U4lEAAHRlFAdpXIEF8mApSHgpAGgAHN/SZ03bu1Il3AjTMQ5+65LQnUY/qGbFkCoDgDosPFcuIGllI8AmhVqRJgukRKe9Z/vWO8HK2iOvG5ttIRVyb6f5r2fis3cVuUQGNgF6GqCCgg4Q9jw6JJQzt1NrCrMKLKpEvYPIS9QW2YKflHBgIaeUvT3v/fZWt29ubZ1W7uA6EwQ7GkT73HKZouVC6ybu9hvC5AJMk1GMf4wubQe4SFU/UgsNNoGG402znHly2qNJbmDdkvUiz9xKHD62f/jkbKM6p+PJSEUci6Vl5J1hGffgnu7XX1yZJiplOOxSs/c55XW4JkwVakpsdTh13EUjejYnSVeFhhrQJqqfYLpNtVOj5e4xuVYoLFWUWzqVL09lEIE/FRa3ZQnZD73no7L9L3yx7rC4nMlUA6kZA7v28Yh4PNnh7FxLxvFbS71OAySVeE6uskxN5KyDVhKwSCmXmUrr0RpXy4mlrmC3zmVtcBrpXHQ3AOABdAlHTUJoax+yVqTeXOdatHAIxv3e1IpL8HVXJXpNbX2LZhhKJsY0EtgHoAQplrq5coJtJ1rtWs3CUB87fC1gxMgaBHRicgtbc0hYs51ZDsr4istC02b3XEwpalTEZi7G2vb3Nxx0ybCwfIFB3nSnk0I9mpnXqQfcG5HSJ4VEFbhvst342OKKCxjZBlX57GnPT808A+9GpSJIUhbgw62U//aKtU9zMxLlCMrxzKZ8urhwy09u0bbsb+FqFnqrVT69lsoGhISLJYjs44+Lr4/kZPmq53brof6xIA8X83IxU3Bb6wqADNBIrEr3QKuiIjNxitFydGbhbGp0ZiYS386pX6kiPxynRyKAL4kIMUkQ6HZYq1KwVp7NISTKCFQ0tGayYCdaGnwe2I4jFO+QVKCKK+3Qi1JFFjSodvSortCM22rNRiChRSKj0u/eIq2NipOnPtjkMxSEzG9OLkoUGl7TUPWy4t2fFk/EO/KNnfZkOBNQHAKSC9HsCnnQAXf3Q8txiIyDPQDQYrKqm8WQSRVJ5PxIhdxIwVez3dbLvLxJgxgNvdFbd0lI4DvM4K0Q3KS2xdWt49fewpHXWFWbZJv5ux/wbwIEAE+nApD+w5fYaxjeobOTolMBscte/dYvjcNv8/19yAeTi29TdumF8+Qzh7YOmY05Tr7oFbm1Je/8rEXcY3d1f6X56oejUCB/lwg3ytDeW4m5pGJusjAgw9YWKCRZs/2Lj7NTQhmp66ZeGGFLYh3HgSd//MonTOqmEet3JZvG5Tvaw6mLL61/eq+Jvr4gbNHTo/k4EDb/PkQkqClHv8Mkxn/6ys6Xj0+cvKb5qYN7j7U0Qfvs4ksX01lZqUIvLLw+rVMdblKqSeYk2LO26AXKPkbuoLWbAMCoxHcZDRonMUuKWlqL50s5M1Nx8pFTQKtKhgWiuSIFAmy9HiFRLu7n5CxP4wzJc9s/a56/kTaI7dbDvTIlZRuOfHQD1kBowxYsMgUQMqAYAyARRAKAqFK5demmto4jK3i9i/NcibV95X7f7XxdEZwf9fkFT2tXx9tTSSdl65XjbfKIOcHGaenSir/ZVFClaLigvkV338FHvib3VisbI0DdPl11EIFkA9gHG6X56etKG1JQSmX+EgUbD+7sSY+PN7VwlSy/EV0lcmURbl2bXFCLraWufZvb4tIOBMpFqZB6aW11MpO7lqALLOdGpVS2hliAhMWB9xmllclQgSObluKHLCokIeOFzTq1glwwzC7lTkmyTYT3W4RguotO60UdD7lmkQQgsDBezYe9biUK6zCGitcVUrJjHUwKDY0t2NBaR/tgdsU3w5f27axfn/SAONRsbo0thwtytRQztHTUT1+pniZ5MdS1k41hXOGNGFgBwUE9EMqxPFPpioNNT7Orl1lSIwOq+aIkvame9IVEgi+VdMEWTlSoUFk7WRLR4bfXu5xq3sBbFWL/uxPeANZi0/hveFCnWby9ibg1GYyz6nZ1Eic4gZbx+shCx97cyoMLcZ0axvsGP4JWVSBv+Rs4zGU/691pn59vVn+m/WCbeWyHqPrOFQb48dKqm2fTYOkTeuMqxMVS3IFdqvVY5F+3IgUBoQJ9u3/TumV4deH66tLwvHaLSmUaUvThhUZ8UEzcBkLSKbzMGfmUC+m1TY6Pc2JTS4O1slEzRUnX9hYQt1lV2spi0nDQYpLK3v7z9VvvnkulCRPEJbXid2DsBYE2sfUQW7JATUFcdwYRu/NJooj1IEWnxEkCVIWo7NGbzPp6TFllKpzGpYP9JQ7U9nco0pQUa7SafaEsKWIMzOrElIcB74Yn8XWkkIvcwcu81prNio07nt2YKnUMov0GWX+vsqk5PbmxbFBXGW9C5RBDCX7LNoRLkatBlrXgRw1GuGcv5xpYAC2V4M1i7lJ5LSrNA7Nzxb6+qMzqGj0XAxA2GQNSKJwT0Ey+zimu8tb5yiK77+GeWyMjKtACCd0edrmYjSl/F5EdbaP6G0LjmQdOmC9fZf7v/xbLnEKvAg0GpK6Bb3xkUL7Jsvb7qWozrK3T+NeW5Pq2SDSyv7NdEMuPfX73ytujAoxWxdpXPlroN4mLw+WUUxWJlPZoSh9egdQNabSMhE38/12DPvNg3Vuz5DvB+eMYF/yIeP9Y4/VqaQnVonUan4rbVApP3+VLu8DnHgNWf5Bq7kA++MGpcm+LBNTc+iBUlwfrHuv0h/3ZR62lUNbx2UHnRCH7J+mi7k8lkZ2biUDg36LfgWqsQfs8bd2JUZus2IairUlJLQkKs6bQWjd/9Xo9Ll6+EO0g2UgwHw5l+jebqVw5Gs/TAGSo5+kNgaS4piaNFWoaL9hb+9LepXzEX2nepoU3yKnJ8sztPMEiXITL0QKA8goeooB0KRmnarpOSWolalPxlqd7VX+9K81B5Je/3Hzht2ndSo0kwxplC4vgp9J5M6xQc4U3xQRdl/pmSu+g21qBkV4aeg+rDTNw02BqTwcTyDtuo1tvjlPI9mbJhXPM8U0WwKkvZkPeSaMaXiaI0kqAQgQzBeBgjVJJ0rcv+w41Wbrri5PzXl9gIcMbxLyi2fWXzWgxInw4Gs6Wa4iulHp8b6caVuF6jao+wMgEcQuQja/KUfHE9UnfeMcWmRT2cu4+FQfouzl6JKJaeX+df5ATrcg2hnMGGICWayE+a3IroBESo6M1EThgNAtQZSO9vBZL3N/bdHfRAyOw2755ZmLj8JB27W5SsBtNZhbRKlVRYQDhN6haRoPWKyiJna/NAds6tWSwFPIK02uQSCoSLcKFsWs8V3lvA7q3F6rCnAzAqeUyLgDx3UwAXa37+rbAZIUcJVZvmIGBJsOgUXkr09RGRWTZ9Llwxb2TP7xfS6ZSl+9qv/FY4Wd3n3jGEHvz72ZbuKuF0dSb8x9CW3+SOvxg6pvvXKrNOfoP/im1cjas6Qp+ecdvftfeKBY6U+ub5BKTRXU65DthE1C188Yi6w3yx/X9L+mARHvl5ndfhxnO4BT0nTqXuFx8e6Emz8jdBogH8UNdnR0G8UQhpF4vlESDO45yLL+yESlr4bodruWr6499rSmazHbvH1CrRHMfL9/+1418vuTkNa2oGFM2v5f2wBRlFBM79JJKFmy2UfPxhQyGHdO5qXJ8b4uYyZVjDG2oR+IGuxGJQnIFbrTX6bWBYL6pFV3z2LI4goAUaqhev+ydnPl4qQI32Bvezwc6rN03/JL6/Tvra6zU1DZ0WDgkCyfnFp1O67WVIKbBsys1kw1RxJUNDXVyi+LM2TkeZYfkWGWXsxlVekYCxZWpyGpgaobIxYAiAOywALVIQkVKDw0Zr88FentEV5MiIc8AJjomWUG8eUBAr7z1OsCwVqRDtnXh5dGS2CbqaADzjYac1W5vkXMsVqJi98hFwWquQYKfSRY8F8pdo5y6Nfrtv94bHI1c/ONI5xZNPlqEfQvrQHdrFOqo7wOfU1XQGlTiGpt7NmZHa1k/kUiWSUW/OH1yDfyWHbETqg+nylZG2FnLX6ywmIAkk9ZYwQsnqT5LSjrQSX766YWpRUSdv3598pE+wKVhbuTB7o+Q9mgje3xunt5sHK5qnj38n+OvGMWcR93iXqp6vvwZdVvS8JS5JDJxckD6bd2edvO7aS/wcCudBdiViLauS3mrst7sQsejDV8eGP3nVaWfFk+lZYlcoE5ObaSG/rHL9XEAjoK3pVCzhFvwAGol3JnAtNsbU1ldcw/nn15DP9GsOxdbPOPd3KHZ32cI5XOFaKa3G01lmDU/UgRYQygS45BUVngrWu6jqG4HfecPf605LVC3+82bt7EHP8NNXP59p+HnHsaU5LyQXKHSKgogSZahNJDNejthm8B+7mXhe1SZ+F+zM77B39q+/+NVQGxQd7ZmdOVc5sl7aHE4PZI1WhGhujwah6gbK2LU6UIzjFIASEgN6LwisSfId3Vp0gGkTqw+YaFWs9JT55Z+G1W5MV5iLUQFMaJbFoyB2aSqXqJrvnh5XdKAUzQ0ulI0mkusiKJKa09wtM/PlId0b36y4QMv41TphOwdGaVT46xovy4cJoiIqNVuiJyb6n7IwcQr4evrfqPMySHBEPFUsz2EywIFYctQVzFQsbIqXMxKdJhkJQW2caImMhDNvkPHJTA0iLGDUkCTh8gaT05T7wu4iua1r4BHB+nAQizXLl3JqPZ8BRwt5GcAQEEzcAWyrkBUTC7qMa1O1LCcmZekCx20ZJ9y9a8z+qoYftSYulwy6B3hxxrxV08tJghTR8cnQNMVu6eb+sM37p8TmsxalpFuMCuTEDMG/GJ7PRTsyFxZ2Hlw9spY+MLAlgZNVb5XVgtFuyhrH6eP0NRRt0rmNJblMhcCfmHs2lMPttRV5KGJu0CbRsgCMaHqNFrgTa2qBofn9JtuJV0NJ/uViHCpyjpQkUfY1+P2jVZrbkRPIo56benyet+nDntX0NYtg2wV1obAFapibuHEKy2FNIABelMxbMFqg3CPO0SLVeEp1dqAqrIRKRdK2kEjSLJQDZD16Yg8pSQhUV99w8YKsam1aXadHTjUnq94vGURmQsvcloxn/7B8zNVPAe49ete3OFw1/Iaz9bDDZc9nYPHL/7l0paesAVlwgtVTqdeLxVXry05N6mqRG1yw8QVqwc3ycA4veSzN9nLkI5XMeXT7wRy5qP+xt668sh/DdW/dFlcXt4Qa0C+CkVK2QJqrJra1qN0lcI32cgVooDeRD6ltRbiNQnBygDkObHvHWxJX0d2OBVrtFDdSOuX5nQ/eAJGqU1yePE6/8aLZ7sa1L88OnRxjWvu0q/EhEsfBkS3ZtqO2u+O5vJcsmu/cWV6vXNzl/fOhqwFJSkZm82r2ga6tm5poOi5s9ctkP7Vd16rFy9lMhq3ilwaJrqrqK0YykMU1F/3Tolfror3qBE8vOSLlA7XH57oGFqeIPNW9k8tNHIj13WopADI36xNXvqaqW83+NoftRdTLqC8veGb2NO6wPQb0L2/jFyazc6rq+h78xxdPvHD359oilJ055yv0d1Qhs7kq4Q2UuIKwxmniL3zwiX241Hz8ZaFGxu7h5wraG23vCn0SsioZaMKzgFoimxJ52TYAId/yYzWmaRjYbqEmu7rWbhy0xar4Yeb59f95bWc2qbTG0WxHFmtQrCYIwlhtqA+YuLGz/kRQT6ytGpqLF00Mk/xBSyf+XgptfWIaNLd/mZW26YuMLLy47qG2NS1sGXvQu7ZC/53ylh1GJ54c2DnWlDmLtf29ILvmPaMpYzG+xF6KU4/pIr9PVXfiox8OL/tnrqFU6slHq+F03VyOUGVMxyolVtdCtH8qq8BlUYX49ghe1+b/s6M5kdnN7Qot6NT0WsX7oQZXxmSF0jkf29i3zEWNZsK+VUPu5bfICVbLeJpb0FSowomqcdO8N+wIE/ngBh4KbWSbilFXvTkViM/NW6/3m7HFkG5JyM1avxnfF299qWVjDFU6TnUVrdCL7HMz3earqeBTF7cqm9oiQETdPreTbZbYa+23RabXTSqdG4NsuZm0TBQJ1INCGo4IWKrGQ9DzPI8KlcbK4Xdwaq0Q7hKA9qd2DZV4/Yd3J+ys+HuetH/etotQAEAVEb3BOna1kcOpyM8T2sj5fz/Uc0D3UG8Av57Cnd0JGuY5vpqSdp3YDdbrWaP+P/0s0+Eb9yGJY3aYDKn5SV0CdQl9bKfVIby8plHwjOeq06XkFjDGtY/uO/o5lfvLKjJ0kN29VsxcEBZVcoQjz9EGBh5EWmVqk6Zsq5fDUY/e71Sle/69O7lVy+EPrrZmFAYVc07q273sYHEyx/CpgEhuoK49Isn1+s6t2ic8Y0Sb7eKclXKfqA9tRjv7VbheArADLgOGJ2am7y93qPRykA4TZWaeXALXZPAFYVGbNfYrmZxDcCYlIZ2ChLJwU1Si7fGi/cP6NZCIA6AehVDtGRMCiZCZGi7XBb8aC4nJyLn7l4txlJLgGhLY+OM32uTqW8WnVvuPwiG/VD3VgNc+NZRwG4wpNaWVoo8rEkGfBsDjQJVBnIrSYmSicTDeM/ecLosGDC9OSpSUx+ch0V126tl1Tt/+Evat3Cuo+ErdR1BWSKaBH1FqsVZRqVKVkB1ItaBQotkAY5TsOJAMJP+l4mx+IAaDuj7o0m/ps+BWTAoIud1VpP5wXvgJkfoX6NvXFvu1BR++Sn11CL99zuRJJ2y9bZoYNtAi7CwhOeG12x6tSKb944kj98P2nWWubi/viYtLMQVFtg3wxVJtmRCHfsO0CLzvjpL8PylTGQ1Qi1cL/DPKsE8wlVkvKUtPX0ZAlSqcZ1WUaLuxkNfev51bc/xNQHGYXvCYfT/dnnGpQ1MWrjTt4nHU53ei31fayimN33S+KlUAUTBkRM7dM/F4JsEe+m50b8Vryh6JA3HPQ5efejmJnMNDzp8frGCXgnKeMKM6RIlP7ZRGTg4EI+nTM56ScuQdWVkpRrn4inRVsSlpwIaykazUBXiP2e0SBvY07WiXhOrpviLazKZlmhwZWd8JpEW6lQUEyUpC+ZYLlPgOltd27fr1itWBcVqQFJXWa/JwVsiLDECzhviCVPDs4e7l4rZI3rpqQC/9aF+z6loiyw4a1FrmxrKMo3n9IXPdDRfiCQ/bl3ZfV+TZRp5Cmws7nZCl/0gaNIlWHIiKVflRm6EzeLa7Tu53FpAqmoySGp1Mvman9s82B6NkA0O/UzEl8NATYa8G6xCNyP1zYKrG0lQ0tfn0wKEqtTip+sEbsEOnZTV5rOQWJXJ8vlePWxDsHoTWyel78RFEkxZiPP/kJjvAnSgKHPdChf+czvtjRkkkvWt21QZueVcBlTXi1Llp7Y1FhsUJ4YGmhklezXEFUuSQHG6bmjdX2gmYj8FmKqfGeJ4q1phTovqYiybjQCTsFmOdbfCUhzMEsDHKTiYhoZ55YwU9KgQgslY2qDTUeHtt4EACdz5jRMfXTG/PvWnZg4A3EzrfQv/hIYev+9c8XtC/IBn0gq8R1vqzfEGjayhLnY3qExuFDvRdI3nHmiMnwt+8f/ZHtpCvvENrUESy4wnpGq2iuLEWIm/Eyn/aWECkafjrhtrTssf3x9eSgAQfUcAdNG87W93y9WZOr4QLzPL4kWLSvzFiVjFl3/lZviFYkfl6RupYy8cD8L422stHhaY5PA829zS1FpKly7fGIverry8kdKYBeleGOnJe7jtKpXO4ikraU0ublRbO3AjOJ7vPNapqpfEFqMutzkVSonL2Y56/WS5iEuKVSCTxCVD9qYDemCEYTm1eoEg04TpsEuzuUOV0CtMDVa5CCTMWoOjFajbglBIc1vzpcUYb6pdnxu5Nuu9cO3S9amp8VSKdSr29rX55Hh+yzfzex9VFlTfeWK/hAOOfbanPT53wF4MjwaGK1VemcoVcy6dGc0zG/41ja7SY0qhcmJtj7IM1Dpa2P5WpRpqHF9wgtnC83/977TnFsDlb81NTASDkEI+x+IRTmAJdRXUWjU6l8FilqhEeVnXIwOwjB8Hu38WNaQloHMLUk2YdpsfkyP21Zy7YjwuPfog0PIJge+1P/nAd763O+YHv/Nv4lq4+tt77Y0sPnU7mqlRFb//oW28zYl6Fr1KhU1lt9pz64VcfKsTXPw4ADKFfCV9aWI0H43N3tkIeJPe8VhCsln3xGd3/vb3gv5EP27p32SNltxYSdrOS+TlXAGMve/kflc2iSDjbJw9ff593YWT3UszP7nj2ROVshlnoeHR16P6V+DKa1/mvjG1dubj7/VsntJ/aSgaV4ft9/zv2BdrFJJ9MM30lRh27aUz4CdbH72iF99dSxmAaklPh0Zjah26NpyKou7ykQ5K65JFwVapcv3Cqcz4NFKKP7SFHRNI9POC8QTDdQq63+mNConmdB7my+VFr6FW0sq0qhIcLxdbjIUSzoQmlyVAWaAFBJO98IcvnZm489VP3YP7ErE6Q9txm6gR2mcq9yeWVRR/IUudH70a+tvf3nnnvH1uXF2W7KZhVoO3ObRqh+ugcxkTje3dvatdzf66QStOW0eBx/6642srURc/a6rGxZE3AtVWVLi97KdyWC5DxGny0oKFF1uBoBXlcY1OZdJ0iRUEv7Farhm1Mg7jBqTZITW++S+PnB3xvTXD/O7mxh/vgR9pIdrkwovzklfhKrKahIJdW935uRReyiW52WhNHSe6pfy7RdXRrLaYg8SvZzga0R3tsFbKj+Ip35BN+ZdPShZ9rWWw/Ik6FQhVZv3jgTlsFb/iWW7bLe0Pm8qgFJIXbTeuRlm6SWl5Z2Pe3jUkTUR9ENGM6qIBxl2uG82nHzCIztQA+gGkXLYogu6xSDxDeHdsZj4fA5vEsr8sFssOQPFncO2WUPj14sUY99RrwODHgLvdwbs/30FInpO8euXXEK1ejT0Jmh9tn75wSl1LVwwEf5QmTqVpezPev9l+LvjJye8b3/poSLequ8RcuxCTdat0dPL0qcyxRvDvq7AO5sTSiQ/0KBRaTa/guZSRmadKKaDkbhqdEyuxdEYmOZlFGySGt/3Jo7KWWpMc4RTBXU+ta0z2cJC26v719c3Tf9qYWAvS4lQJFat+1GfkTY/cQeoafed/eRtx0JRMNVDUNn1mc2Q6UaogsNygo4kZlHI3IRYKLNOi/VuHbJh+JHFn4cL1RTJ3vK4N5VkyWV2OEmY9VASriyXRVwW8U8rxUkAqNzhlxGyFNzbqLDWYKgGadueSP40VaAyTTV8JTdSDs9OrhBhjAWgxL61rllUgfsI5oPGl/vXzp15+9dKO78Q3qNJ9O2Hx6dPjvlzMLJmqLiHalFWtnZtfiShrXlmt3gLRedkHd8POoa3lYq2pnnZaKD1s8haUqmZeIvd97siRX330NxAE7RpTxxZV4GK0Fa9CDpRPVdT1QK9ec1flgAMzjfVKfjiVSK3WdSZ75O1JQmxsFpWq9XIfE8dgbIvGfo9NtelJAUjFAl4yUEqCMvtA3RezvtNx+vPvTe5uV+xwdcFIlz2X/b/LeY1ADrSKSvNrpZiefKShNrUgbK7vdtfKIuXcTFAuYfgdSiYnvenNK8RlZWFVDBouKODe3mNf+7Rp+PLY7lbL/dV5+s6Sh+Ue7gReuzldJUQxXd0pQDWa9BgQyFIlm391WxJFP9tR4ebUM2G2SJiWOb8vorr4H3LM9Up+clyGcPm63sMa+jV2b0W3jQFfaobHslUkfOXh2YpDWXk5GijlJVpwIROzbCIX7/Zt3Vp4e5gC1yBV/E7I4yaL7gcAdQ4cTcsr3yPGjgo3y/yRLY2mCdZalH9sLDDJJCLiNvwKhdkMUiE0hG7odFQxMdiF0RRssJi/+ZuvKhHze7/4e2L5pFjHwjESbnIOJk3xYikkCJ9BvOOgHsbRadTlLVf/Njczx05yrzg6lO4ZAOvX4ky+dJzWNbZrfnUJa3hEP/NmtcN4iI7ftqKoNLJeYdP2OoDZCHmzGVdSDnIcnKoc7+mQNGHe8ZWebmc0Km0APbEKbBIkUI7UF9DJai3b2jdyzat8aeWLfcKKyAleST/7z9yRFu3ddOnEJuRuEEC+0atazZV3paS6XGqK5jwQWlKBeKjqBfgFNS4xaAop0c7HjP3f3oFemc/naNdjA24w7gxCgT5tXYuY/Jc3s3cIcXHiHy3X7FK7Qv63Yf9zm6RqCLHYmnuEUCMkLNPmISU5saGNe6NbWWmahWgU9jB5CLU9tNf02kwSGPdsVONypbRtAHhyB799AoBzZXsbMHYPWr/n4GEX5Tl2RRQD3rU8uDYbl6zSYu63HYjt6V9jKQkA/8XJld7zkgnlgEMUlgXOXlHoWHz/Pm5J1qtA2n7ZVFj985MGEQklf3Y1/9wO4c+Thc0pyCPFhoPIjUi5XgvYxZKzK0i3nRM8pIQsXbhbXxWUxXjiDGtOMTgpz8oxXklkP87iuzs0vyqiha0PyJP+5odOdZuCiDa0VB/5AIj1PXCPzdRUmyS80/LMyuR+tb4tZN5pcxx5tmf2L0tji5F4TZdniKNtlht3Ez6Q6ZKjGq07e27Zcnwgw2c7GKN/Pp51GLo4LLlKbzIZm5uUL677o5yM13POHF41W4405XGzXK7Sehut4Hg4xRsFlBMIosDVpsd8BF9LTnLrxVnPrSKrb25waMrFNKrCJK33hm+O7dzezEgheWRusEtCF9L46uXJm1GhIlfbgh+zPEt7XTF+KlBCm3ElGqKi+dCa0mI2ivBys1vSTwqQCDXqusRqg2QuaMNKQpVUwrkuVwcVLP/XgaGEP3IjgTUhbLLI1kMKq1ajNFnMFTlZp4Mqwq2l3MOHdo/n/F5MB+IKnknOpW70SDWGzSbnvZvx3oeyHC8SUIl7Vw6eq92c+8/1YjFc7oMYkwIKhvKi5MZ9PaqCD9pdz4bmyLmVtLVR3NtJlddXOrZpQ4FKIOhnDaoKSz78xcfTMYFqUOcYjzdWDRUqeB5TSbmJIlRwNJi6I5VgGoBEVVjxTLeppyvLi0JvxhERh0wYuHSOXzDBC9ESkxRuEvTzy1PUuzOXjLwab+jX2OIP/L/xKz+BfiQ6MjN7PUQyHT862/p4jXqEP+dUDQhtaFk2Xvn3LT3VqCfmdZzGiTMAkmeJDcQq4+UTH0aL01VzebcAHMwK1cNAuAeJyHZunhO7gNsFrryAwNS0Gcgzb2TSiSKBpXGzjHXBhWpM4mNBp0NULufT1aq7U+lg2/c9tAdJ8/HsAg5ubKRLOZyyKcMTPuDE3u0ff8hoBT/lRkUZeqsU38iyTZbStRADygxvxDa258Ir67JfO6APGfk+Ne62oeOJ9DZ7C8SMCnHYgeVEcmpubqPTjRUqlHdyrVer82ZDu8WVsFndp8//5aPaV3ZDt1YSXaaeMouvF8lOs/V2NGGUsTwp9LozcjgtIgt/u4pyUKxTAzQekBUXStubdZ7RaFEtRm7N5+NIzWFoFNPFWj9qTkDLBPrgtsaLMcr+qCKcwK6X3ar7RfkwJcq05RyK1sYB35MfOL/2dMdAJXLnhvRBp8Obfu/rVzXHnXuRxo114Mk64ck+9M2Z0uY+BZBTciLxp7voaoaUCfJd8VKYAiiW8PC+ehEoOO3LE2wngWHfVWQZC/a3GLhOE0WA3gSMavmPrwCcTZwozPMvaypJxTpHq1sKd+KRUn7MKmr6N9jGDgFgDUDNInkbXvFm1V4of3HJcX99+HK2dCnZ/LfD96Jz7uTUfiW4GFxb8lS//jD8zluAnARuZ1mOId6iwIEhRbcDWYYNSg4xfs782v9c3YsJ8yRGINQCKcXoEAUnZwp6vaThXxTpBRxT+56j/vFy49aqdH3GlVMZ1gJL5Hj588cqZ2aiU3R+1d9jhppB7c2I7xWvL5+tChz3KJJrebz+kWq7+crtL1DLK3IxTbE9aiYSisUXhaf+9JRQNTSgVaSYjOZmwgvzDIIdwHTLKdrtZgGkHEX1g2brEdpVReTGLi6bpAe12HW/2C43LGRoQS2+m6KDk1PeOc9IbQxTK463dC7No1DJ5ti5OffxqdqOerNKrtpztHOPPM11JfIV6nYBLFenBUaDhxNqKOvPGEusswdeFtWlpkZ7luunKLh+YBvuxuGpTCQda67vE0opSUHecrQvOVsEKUDky01nUz6l9suD/exAbGV57XayWgZzCIEe1cs/va89qW/isznKl1Uq5EeGdKu+W8ruui5NS+RymEqksZIvhGfbDnUYtg8gunZcbqkUE4y0ikQ4m0gnGzzy7Fr2w7TqUjhWoITvdasGjHovQXcq4kvz0VoF/0K37MXldBKIfOGzhxGubskTdzmsGXPd5oNNlFialMGSDFtg7FxhNeEL1cpBdRXlpO23/+09saezMX8pl5DwtnZyq+WCL3J3OPKNPkmDFf3eoidcB93UiNBs+UqGb9Sq5kn4P77SgEbYuLIxoIPs//holbUomgTIQ+57BJylllbCv0XLELP2X+WpY2l9HLt1ppVOzmctXMGSmy9z0mWdjpdNfQRH5mIKEtsFtm7B7tngt5X4P6whus88FTPrrrw++qNzImh3sf559MNV4GKpECATVtbCNuKFuQxokPpD5f4WNLWajifIo3vrBro37Tl6fPjMlGJbdjkwVihVj++hzmaJOS9hRKaBxWKbUq8yVNOZKpQo1tdjXNHfqamfLAUBvrjIK9MIGajF75DQ6XiovRD5w4Ykj9inL4cscGkNOjeAYqOzGkluNgo2xNambVrJUY79V5X4/edcXx5jGzC2CTQbgKIGL0NFH2DHUV9mcZmoR4F1Bu03NfNCdPR8xOEEv/oAdXGydukmk6X5hw8rr00kRW3GHhZC6PZ6tbf4ugf98glXI1U5CJUUB/dW+neoiuyqL24wpPY6zHCMycfyIUq6ab/F5B2zfbGvbrPdWiilpe1KpyL08cxXzn526uYVXbT4zgzwnW8fDy1FJW67vE4JIxUxgUvDGyUZ2qMtqFJcuhJL8VKZmDu+T74uVVAWezm4EftnmYksS0DNgM44EsgpCfpkHCngEDuiZZbVyrPKyfzC4T32jh54dNTKFzPvXf/jv3/09vPRXwjkp8i3xYaYUaFqTiTNiq/sjn3355zRaHjA8owwWm65rZNoXt7GOL7FoQHo7yfxWai01wn+dln4bh9YytY16akL4cYtMmQ2jfXnym+o8U2F2tvU1CSA6pQthhq8xoEYWJFxBfHWrr5GhyZ+qe2rzUG5N4nGRNcCIKrRf/NxuibIKHJ+beJe4L57iNyAFWneYbqCmYfe3NqQZLZHN54/HfttWIuIE7seOPTgLsUL18jYargkl+zZN0BdHDMP9Niadoayq1CG6jG07xRXRiMAjREcZ3mixeJJoyWV0VHPALzIoNsSqWYzUFJhNRQ4fubDJSsa/8fc7X6XYZb0wwAo5khjx+YdUDyOojADbX7i2VmkvBPBH/7B/e9few9KRJnZqlkkJSvZuen8p/YioY8zLS7FWkS0VN3I1G585V6Hf7ZiEBouLquKLdJcfMWocT/WK5m9vNDxzaPFfLqUzOd4AX9Azb2xCM7N/GIUb5KrcgKoBbM6qnZYrXO4DWWNDCDyk6xy867qW3foYrjcsXegOhn55NceOuvD4vbm6QKqcOjElJ0i28CBnon5GVWDTJ2mV/IJtSBUsxjm7PcXTvWIEQpTTfkrDFk6oqfmxoh0rtJnqy5Pk3VS0+DeTVKtpmDOd7nq5cpuChDNSsAJL2enCusBUstxHiDOlQvFldUQTjZVCrrHW/72r9NrJeeDPHq3cPX+XG4BSzy7YxOqQcoALTLImPtoCFMh43rh/Y0Kxn6QYTZAeAiVGE7mMSt09+QC3QMUljjjrLKrERwKVj9MFUfqbjL1x+Hx6uQ/RrpR6RNmwCzcTtK3HeHJy5S32LFXxARPtVTfSgtzT3al1fRJBJyjTVdTFlMOBRPniSXPQu5QOHaBsBLOtqLPW9mMoWCczAsUgMMzy4QV4fwLko1M7RP39XT37GEwoDyxMDgE/fnvN3b2qN1ZwZsVTDfJXyUBt5Rx31PTubt4haV0+4LCwiWjtRwggVUFDkP7BUSKMmIpo6oqubSF44J+SojAxRqdvXMjTZIyaIxeqYE5dml7g1iT9X+iSXemq6c1GjtcaaMVZHM0betRsKoILRiaNsrLZjlO1Pw5LghQh9vsgfn0UzutstTyPXWKbE34349xq6J27BAM5SQ/OVf5cjN0YZZq1GgQg4Il9PBRt6GhFX7zxRnSvc9te3LR1SauFpGG6Icz1y2hSWMMt0uANrG6Ka9mMhXj3kE6FQjH0d1Dh2nKa933uBUZWF+Z19/T8pBUXWpTrMzW3AYoM17uxmGDmIjz+rqyrlzauMYxPj6jhVVucR3qMYzTKsMeTCKupgAYbRapFqnhUnQWgjAMXIRgTGlDr8BZluPS1eMNpt/VCQgwEq6XjyXYV1efP78xzm/k8Z2Pwm/XsoRp0D2JgVTwnVsOFYLpi/UPuJxcRubXTa6mN/04d/2VqrVP+uKHpadO4K9eIB/uR5cYBdzsuOSLZtNZj6gmpqXpm6C0pG1vrPZLymiQ7LKJTj5iAN7kt33+8N2/vne4uXEmF4w7GU3ZVZrG6JlSDk/xv+xuP+O/X5d93dqSAWAd+IClEDbdGJWnfYvp1LQ/tAMc7N2AnmwtvknenE1eX3y7/Ki1V+PJZES1XjfMGGlNox6R6Gpo/tb5sUsXbuNUlaK5J4ccwxHIl2EaHG1boYgvXbI16iIhhmc0FkPlxalMgp8wZ8iPFm9LJTgtlEFFq0pXs4r00VwWZCTHnjn40cgCDOkcrZaNaU9+yPTu2aupxXVExVVSlTIMxXJoiw6ampSkxbQxlIrx3j31rl4GMMeC/05CjAqPCZwba+gzGf7+y8dI/0d7HnEur/OSXNzU0bi9tc732rUkLEWUOCYVJYp5FqJwjN3VYfaH6BaN/PTd3P7dCB2K3ilZ++3gzWDh6OdaP3grNhlN79zfcTEaWhpDNWY31bMNGXIGFsZghAqdw9NKbYOtjLG1HMDPeYJ9Dtv5qeKgLD4kkQwA6ZUVJSit7WqA1qLVqBy1AlZrucpbGJRTlcQuNaqbxnkgQzax8AyRz9SoFF2ScdDGWp6gIHV+liIS3Su2WUSZ5UIrfFtSMBsTgURDtqg3D8tbkiCa61VoZHG1WmTUl9Y1XNlIJxZpqVS0AWIbfhHYIr5ZzdtToG1eXFwrljA5OA9xIf7Aj4J3V78pGHGme2W6VJvlP5TJSVl8WO716hpEnX/blvVA0Ee38FdTnNqu70Tv3ixdimoAubF6I0AXvH3Hm98/WVyrqAY/kpLMmrjSnirCDBcviBFzurrXJqmyeDFDvPrpA/SuTdolonkz8u/XptuI8om+5KU75Xwy8fW9ZEIF7Ldo75/NnqyIj95jL3pJaUN9rVJF07BNCa17SxoMQ4ccwrWVtThx1KrMl1L1TJVlTW0QeImKqrOEHUEnmNoDDbYfWyyj6yuS+sHNzzW8/5tpy4D8kIgbuZPiYWp8iadrkQQMh+XiiL8M8FEZQjypxILVcr1M2KVPrUaZUTIrAQvbbEghDbx6RtCj9L3t3GgF3TIkv72eRMTJ7EJK/hpLD3tLLRKT4b+/UDcwGFmcy9/JrLQqDB0HZwNnK4VUC1Ds0aUkZ3j7Zpto7WKQkKH17iLF6xfxJquG5C4NPvvJFG/q+oSO9L7yROMVdlUQ80214nrKK2SqojkaIXlnBswpQBDWwS5WdCsF2nfr7i55OglRX0v9+ti4v0axajGbLlbcwlM9/N0onFkBJxMVDgg+2FkuUAA3AWyFZDYpnH5lOOIjHgY7S4EFH5TOHZf5iQS+QiJ8rRjxdj56+ESrKrY8T58sG1rQhfcqwzHUtM6d2K9eCQBD+80Cq1vIA9uhyrVE3obQ61U8icg2iiVvBcgndVEOiBaLP99b+sv50FZ1nyYrwuT2YOdW8M3Lxx5qWF4vb5y62dwCyZ9SlV8958KN1x4y1mNNmTtTY/4XEJHzTrQUyvBJNpTgI0WZ9wRRZ5XU7sXRECjpb1Im49m+HRxU03kma/VChoOZjL64fai3xRjqcgG1NOzJVWNzlQ4LlOf4rAKTtTYDGTYWja5ms0Jf85WbuasjyzwVPdLUalLzBE8qxWrUqHnqwN5YvGTL+ZKRyBHj4F1GI7PAN71VU5dx8taUwGQ2iajUcnajDlEu5+BKEZZLPatTuChF3C/VXyTre1amvegbl1n8M4OoaWDIhf6wfqqf9cLq5+Mt5lpC3xjyqPc2V6hGxl850tdOxDdupTU4VZBjpEmGeBlcS1cUrhZAKm/T4VcnBIuKzSPl8cVCfZv0znxecBiXQ6VN2/bUr2S9GCLTY4pGQzaR9y1G8w6JpuRja9hk3igjIKdM+EQrtHhROKpWacoVAFKt5mu7ZWWVEXhvhbDLoEe0YprI72wN4RKN0HjCilmzVYAGuYICgiiUz6K1SIjli4Q3JXZqfe++kAGqblVy3Lv8iYG61WsfRAhdHga8iCaW8k2frcw2Nhbt2vZme5c4CJ4P3V6vSQdbTE9Y3cPxM39dCvvzVYD1z3CFMoeWdfVvC4QM3chgog3IuFeWfaLazI35I6VSGpjlkCNPEV6DqO0MfPu73G6x4RmF6j821x/1NaAlTKQT5GqaG69Isk3dalUuyy7koamJNYvhwNOHnvjD+7/9ph1ZTy5voNAuFXNhlBx04ksL9GePtxR22Loe2AvIquNn1izkisMBrC/lTWrIrs5VFMSfpnmVAAbmKasg3kgBpF2eD4k02mbETFNwnK7VIJYUJPImmy1oSOBFOouyTmuxf51vklJtmOI1CrWQ1vshP8mrB3pbt//66UuP/KJjl3b+bgjJ50BEnA1XpxkCr1EUk8F4ePxWDqEYlBebAFqtkpnL5dv+/CMGSWYxquiXBKN0IkzkRDotT/ziEH/OQw0HYRQDfb5EqYAgd0p0VMj1NleJ+WL7l58q2ppu+UPrXK5IeKIT+aSqaUf37vXg0tz1W54KNQjkJfZKdjWvtWCAD6449AKyFvf3E2rNr6anP3HPQ/GwXTU878qMQN5B3zQhpfANIf8OE3sAKdUk21ssXVBhlkOihpT4u8IKNF7p/58dhfnU3HAeRTGHG/T4K0Y5fK+SU1clNln5PTegzanSgv70Rvk8rfrWJkZtECJFJlTjDlt77kQEMPz8A/1D76z5q0lWCts3e6dXEVT4guqNl67vM5D2PaJfv+h9WK1paGcuneMeaYUXRq0Irxi+Mra1rX7hag2uoJotpuR4lVGWPEHaUmWDMBbWa2Tl8vVb8YF4sXVbkUWpoeOd5Ss3zUBm/lXp2NrZfTsRvs0GvF7owqDk407x7NrASCnL07exoIOvtKjtLtTeZLLUMSmYN2jE5aQUtoklb8se2N6eWNCJFlJCLeNzN9YNbVfE1krbBmRCdP3df9YWAuRnpVzBZPdzDr8WM9aSG+UyKTnCOcjx07NXl+Zc4qp3ZJ4jsrhYABF067YTZGaxSEm6WnuPfOXz4y/8Z8OlqhOLWU9aYQNLuRgMOb2TrMbSJM8BMzfGCGOiolN01kB8Y13Syg1sLQIrVc/r1a/tAHJVgNnFpMOo0HQQ/Md0Kno5/zO6eAyQZysaKnvTF8Ghhv2lTXKxGrCI4VzP4aF8U2Pw9X/fClXxOk7yVJNq1Y8fsGsW1sogh9qtxVsB5P7j/OxGjaoob5xafnjbAG1hSBlEdjkLCanN1NDdYZ2464fA6PDL3jZRTp8h7V12Hmm1PnssO8N0mGVXIjkdL2mmKQrjUNB4fTrolMID7dTYbOHwfUXcCYJ9Z1EATTKwSw4oeWE2kD+ZyrgIUNxT558YDldirHf9wGDf9Zn0p1xPPb98QxRJs2x62rWSr4VWt9jEZMsmxY7Q1WUJJ2U7dKYAPemLwp0Kw6BuMA4t6Ro74WXJD3tMd+dmz7JKLVjbqK2wiFyRCfg04Zp6x1G3vbAazlQNPkBTAgpWROcs4ItlqxPb4ICWI9KfTL9ZCwlkIEgIMvL98v7GSF2AH7CtnM/gGwTKSrrF29WrdHDmg3MQABSmMEGLsXFiLgLYKsp7LZ37DMTQYw/K1tdXz68Z6xYhaerjm7U92zhErHrn3wm4whx+ENiggPM+YAliYVyQ76ufxCuE0VBn3lHayImMcEJg9VhmKYg9USAEslqvheMJttWKtSIUoC/rROoH82IWZx/b25zPIJEKN/X9txqoEO+vUAzp0CB/O0PQmZQZFwqGfM4nuBmTXprFJTSfQkxiQc2UZiluHwiq5OUwxi+cpTsaYHMzfetaPiOlP3LCrRDfr+HPZIjbaXB3iwmBCvxndjpWM+nOI7ssTz4b88CpKX+mnGEbcGoeSicnNpQ9WH9jmxRfuXotKLDcR2mrjcwvV8QypfH6DdEPgEuK8z655yf215lQhgkK7i9+Hv5VTJjt1ePGi1LPPrJ+kLoNdUApwRtO0zKJq5hXvCAsSzG2hovG/rXYbde0yOC0DIVXOLRAtHeI6ijBk4NGAnlfWuihRbcgZm6Bk6H5azAkNtOjXg5TcF9qVUVR39cDvoUVRCf3R1N8EMqF2GXF08/kM8WdtqqXMl5+wzfYzt08VRU3mmSD/KXzfF2DKrrgb9+shpbDPlxnLpHl1XS+SAt9srl5UoVJBbacmcn1CMJErj6ujRnFSCwR5gSmSRf1k1Rq5VrnPlFKBcvOZEy9ItFBNjg5vN1k7uzQLnSGncH8Y9ijHRpXMUfq1RU11GKjdQBRrFCT15PL00Tm2VmHpUG2uUs6t55MJONhj0PeZBPLCgxQ45i7Rbj2UoJrEnOynY1Ga301bx3ZiKjunBcpuAnvEgsRazenXUMD0FquGJwm4uQn/vhZTz4endpo7jErqzStRs1JIL6cwPphMOgrwJqKSGngyRxRTlHszr0tmYUs+WHYXAQZvDIfzJMPITs+0/IMTHSFg9dOAB4cF+xtyv85hYSyz7nYnU7A+xI4cIAlf8j2tFLy/RqhugwGaF5AlRaJQ9Q9dQ66537Gf9d/wV+gklxHk7VmRNcCSKdLOhMq6tTyN25kdTy5MeVvcalVLY6RYA3T2B22Wktr04NPfCo2kop7yqcnPHyOWEgHHSJD/P3ZgaHiqQ8LW9v6GlraJUl/xFvagJUtYhogiW1yTOQk5+eAHXsB0WY9ePhiJoJxpkqG4yazYFUGtdWpvqiWzQhi4FqcRbESwYQU9Kg3f3//M6P+4D6NNFgZm6NrlgrDPHLyXyu3D8tv8J65flku7ssk33MVdrYomt3OFlxFYJlUsbDkl9ZBonku1uRCQF8pScn1gtQkWl0ucOUMqBL1pmnfGqcP85IC4AmAKpMicoWXV5HgYq3Vbi+V2MzKHX1KpES4DU0mE7FOTCDNDI1b2IUZvFQU18vV+VS6ToqSR49LfOGOjNfjldXkcJFjHtjf9uTfP5/+YGX1Vtp0QFV+a3kyHXvaxico/r13S9vbmCxBgDAQvAB8qQ3Yvqnp5xXLRFjj2nUPtBLf2dxCF1mgQgRrIiVeVDfU1wvAClk1O6TSAIepLQoR06GOeTgF1qR6WFJ5Zb4Yczq3tOJwnlu/Pr2n2fT3KYkNyMQi4YFGB2U39hpsfxy5ecAm0nEpViksQrpDNrAKSkvzKSeAjoFwKUQ81F1VSIUQA42Pgg06kRbjgnNsXixcKEC7HcB2GXJlkUS+2Wv68XBII2v9+k8fWJ7JRUNxFAvn5Zn1M2kEBbVN2Pz8xtMHvhvHff26yviVWcIjiyzOSuEyBlFNckHyGtD7PfbJkOFPnuMxhRk7IC1MY+ji52sk9PPyAo3VTfCVX6GdP5n2bulAZLh5uYCMCMWbJqJH3lA80VFYT6ajeR6kc+vlbIUFEVBllX+8zq7xlBekbSqpgIjIUpEH0M1N5u1uICWHbmCxySw9NRdSM0HEhH9zBX6zIOS/RQvnJlU6R75xR8+Fl+oC1bOrmc3Nyo+vF3GAml9Mdh5tGA0Lm4hYEaAYn3K2DGgLRT/N5sJsVQyCkCEHLPYB8hIFBEjmUL3tQz8IilrYEEToeFE6PZ6llAzoHOJXZ2oogT1wQpRp4IIvpjq3ybN66ViM7D8o/Pls5kV2hN+Yp6EVaLjqRlvarfUAkfbj2LLAtEiJaptsdH5tlwZgoSKdFD90X3twjVTJrSgT9kQj+zSQAkTSZV7IpEmHXWFzQNOjM8u34MFmmbteiJbISm6QUm55uHM1WF/RqPu3NNALvJjiSmT1X++fNxoBugxYmpRcOgtka1qwVjXAZZWGjVYL+cS7q+CQWG4SpaNF//pu3Pmnw6QM/odv412/c7e8a+3sotCBuaiBE7pr/7WbjIqA5/8fnK/x9auAphWw2jjyRhRZfYkEHGDdJmTvTlpjffRA7Ue/io8F8sd2G3tcjXfna8oypTFLb87PWHtc3Eb8amhlyNpyhyjukAtnL6637dzmyVJrDNy5e68WxgpWaUhEQum1C9N+sOHYftvW+vjFa5eiu3BqReR0NjbKppVmJ8Pmah6Bn5dXPr+tXRRZ6/icXknD4OBfSKouT7PhKSCUIxQUXihkF5rFfQYxGC3XWUs5REMMqxpDonGSOLP+A1VZRrKqKlAb6HrQuemFR3bhlSH/3L/pU3EOJyGGqDY6UnDG1tZiqVWZVW/aG5ypFZPuB1063iiP1qiCt/6QUvclR9dlsTpVmiarjgZ64j9zmgRsUglrQaAQFu7ZZ+CymTjjyxGVXMNBbsRnEMAmuhxaxMlyFSr6lhPCzgfhMSkhjk2pug05ygDisgwgpNYWVIHSO4K+Ji1M/eVRf0pQEsDih2PN2uLqmUlzmw7LpeLjxMQglEkRExSRrbDffBiSRNiZMc3hUV7aZ1mqKtFjO1fOpQbrDKQOrqQYqgjZcLPCaUpEE1vbar61kgmqdzurmTKIGURKqQUgmGiCrpeJu6XQxIaopVmSz5T/J0p/QUJvlxQgmDm6RfGvxdAn9jklhYQKNG5q0RdmM16nq8XpUkzPCJEMhIBjNE/xEg6nPozwlWpNxgP9vdD0LLmaYyEcwdVisYSaqkG5Jeagm0T+31hoU/vWx7732aLJEipU2jVL50eWlqcTxoPbkzOhhTPBY48/3C4F7TbNWLTJmEsBCXo1EiwYC6pCdZtJ3/KLtMTc9b3nkP2/6cW+QWRqv1vuXo3ffwgJIvdP1ydZ7CR2o6janM0tjGT9Rq1OajUjXdZ7Dc54Rpm4mGCEkuZpFfNxxQWL6UJKj8rQJFVwKp1Q3s4DKog7dSVklNg7WGsH7YfyAMfgpn7AmdEcN7nRmeQfnlXckgauUwHqL7DyjCyZ7Ww/+070qXzZWtmMihZrgLdG3KNVDBiwd97HO+tVXHCeEcs9wbhFLoA5GlZJdt076D7kRlDAM2GqLKSCdoJ7AeK6bJgwi+YgH+gqZ8E6I6JGMngbM+znOsr8fceNazc9Gy/JvvTz+hsbwca/xB/6jpS5U0sAoB9a/BzQiItAhwjJS2KkcVzJ4806rUlk40txublwaKBn9XZqeiJx4mB/YCFllvFim/rN/375bjzvqwk76hChq5NBsIzPE0SA7r6uVIzT02z/4eP23v2nf/hzKS7X9e/efy8+nuKu/O8I0ioXeDroiyNO6fLFEZPWrG1AMsGUUswGJnLcZgOZmSY5iE8kQ4BChHKlCpS9jxX//tNXqneb/p14bEo1HWY+mpMYtz4GTyu7anpNM/Dh9fMz4eKrAmcTm//4N5a8k8n8QqBjuRUOwBrB7UNtvNNdN0OtRVGTS9bGAGt5nEkAT3617aPXfeFYZtdA53wqfCmae6ar8VYEFomh1+7MYHBS0ay/Nn2zw+wacnchPKO36qocbcFqsOuJp1//+l+6+0Gh3AqrjKmmjlwYc5gYqWF+Kd9fZgZUVYW7eSGYsGP1drNLSLUkjPeQRTC2Wh0LnleAsXUK03bo56PlhVl589ZefVJRT+pTGtlqnJLL0DxNJzWcNJl55rFvrks+2dklqqNOr4RWt3Y3NSakd4s+TOF+dXJ5K44aBvqz4+H48pqkiVUf2uymjeZyYq6YYHhGdI/MOcXQvAWwGJUbgegyIJVg+lVhVASM+IAWHBDHc1yqKNezCQFMUNlETi0PKigqDQEg5eVAqmYG0EU9Eg3xThsxvRQWxAmRXFVOpYF0xYBrfn6scSZTadi0yfv6hEo6eWm9wg0g/Gro7G+5nd0SEEh5EL53X4tqbPXsZGFsDtYJyD9pY0Go2og192ZgfjWSVzeo+g+vh5aLsVKD1XbwgWOFhTuQQqLh02CMGDCZilRaLJbqaEGkyAl0dTmrhNbCZK2GAzZrTbeQS+xjqWM23O7Cz23QVg3woEM1OZ9g+Min9rYqUMrX4GC9sq4Y1F8ilipcpAZJAKkLbk9oFyPiosYgkhToOws8Q9X0RpAUmMszXH2rBE8Tghg5HaogTa7uJz51wtR/cM0fFSVuXTsdiut4y46OyIfDrAR2Oro3uRXD44tyjVYs05PuI9WrqxvQpDTl1sq7I7V7WvmA8O3PtiiwFi+Qf37Y8NCPbtUGxer56G5pYEn1M/4VAixs/0Sv82OoWlEffMx+uQLHEIPBH8Z0orbuYhpC1S/Ozq1SZAUSaLpI10wZnUtGK+qUaAO4fKtU76BV2eh8liVBSq9VNzKsqAZe9RauLs9keUj1l+SJMLhDy8/rxAmY693dICii817ScRnTKMsxlOtzKeOIZWQmKDPnAxopVMAlAVJHyASC2/7FB91f6CirGZFeqxLk8QdMp1hacmXRNC4OrwVojMpo+oV0BpfAFZ6QouWZBWyTEd69Xznlq8Tj8L7PKy687u+xyXS9mecvo4daxFePwh+Oya0tiWwxkqe1clVR60zwrS0XzwMjywWbAeiDkqbypMOIt7WVHU7//PmI/ZOb2ej8g1af34Iu1Ei11CQytPkyoTgW0oCMpWHb9u9boWhuW1PjY4/tcSqB4MyE3QnNAxhWm4+4sIwvyXhIFgHlcEXebKyJ0bFQRTIXEfNgmop3SaTXynpojTBzcD0bQ2rIsDjP/eB++9Q7Dy9W1i11/iiVKMXaNklzs9X4hJkxVvwd2zpescLf+ZtrGf/B/x325m+tzqVFZUCiAmkRqK5TXricLb9/8tHfHRer9NAt6cF9D5m66pOA5NZUOAlJtjzaNLFBhn2JoW2uSAi8Z0j/7kr+rz952BeM3P3n5QZ3vXvf9hgA6nlQKXCtIPgfmK8s/vPkkbOAQAiAkJAJEpMaLklkS0x7CnGbVK/VYApkdnrzGhelfNI8flOHH3lcz4Erq5m11UulSn7Nl0lLFLXZbKNEgqms65dvE5iZ50UJKW+4r4+4aWlDVbjBLN/aC+u2GK1T8o740kRmLuXOhgsWHOCB/M2sx6WxLowEO3e3SpyG3mZtTge1U1SRrM4L695CWeBBWUgDVFVMqgTDVR5DK1kqScNLKVJtBJA0QLUAp+nSHq26Nq2roCmtrJxdDC1Gy1iDIpUtkBBQ41AJhgnv1FgcKMtAlw6KZkA6neFY0iIV/eU7Jwb/y9n0p43gdY+S9c3MBMytBv9oHLXqzkboBhzX2IS1aywgDcMVQRBjv6/RO1Hkv+vwabn0NhYKJ6TtqFUOKm6cG61g9HaH0+ww6Ovt83fxeq0+u1iVaDU0VJIqDY1KpQCZYN6rqlEIEvOgOnU23a3JaCr5Wkrxu32uy/6Q06VSwLpcPvXmUuhYNy42YeGx+bBRseCn/p+5HlwmvRq1YksV2BC68rY0b8gVlQ0gGoiVYyKMA6iKCdEYUSpO1tfDkQpXCsEdKhmlEpCHHt5reHDT+uXp7GxgQ8oZmhTCcix0PqHf3eWdWGrTFT03F8Xu7t19qtFXh3u26P37fLWw1haSUMjaR+Ll1u63FL6qE/JyS0owGStviPd0HcqkhV3s6JO7neWLBfOeIx+pcBdpe3RzC2NtT/5/guACQLKDMBjwcxl3n51Zdzvfc0vucsnFjSQkFC3w4wVKW2oUCi2UYsUCJIQo8dwluZzf3u3euvv4jvu8efNc/u/r6t/BTm69S4cjAkrRtUKJC0M6QnHClAkGEzJ8KZ7vt1oxDr+9SjYwMUFKiWpDNpmmIpwTF7AmDrYC3W6VZJhktSPZiJXZ4cM2qsMi/URhI2PvlbFO7+drHivS5OdRkLsaAfl0ddCobhQymSzocYplpGTpdp/59b+Rg+4tPmszbG9ktkEpaG3q6BDWZ08dIE5PIH/OmX7flL6Zxk01n8lc2WI2BGi4WztkIt+4WSdq7NGPGeyZ7HaHfmGr1lYjjz1gD1PozsO28YXt8IqgR2AIyfdIBtJj3NPWdPgHTdyfwal314gG7TMWL683HjmBz92onblnBNcKhVcn3LyzwiDXIXDE3JA2lo0mwGIIwNaA3d+K2fSgD61bggrNG5oGZEKZCEcTIs6XEbFCcYBAY5yNo7eXK7CNdusUPFczEPnFggXVVzBqhSzsbEiVMhUnZL3I5wGjScQIB1G/hUqp9yhbCZar9GZYy8kDVn6lWFt1pQFHBTv82ZEflNuKsjM2E0IrkUgInBRRHBO5KNWzL0lJQqXcgVh3Hbl3V8/AzpzES9m06oey0dLGdEMpxvpwP646de1g0277Z6yMuAnu23untmuwgdjQBgzDFM2Aep1O6utryZwmI3/MR+IADAIyEOy6m4FNRi0AllVIY1YjW58hqD/ywMuC+H2ThbvNor42PACurWQqSppgPpq+qU0k1hLJVc3JvVzU47f5IHKR169aTNazwbbQ0oLpbNtK0cZmOAkkyvqs2GV59f9mzwzikLJoVzPpaqpUrQ9avNfSUQkEctP1XV86TKboLBdPirl6KjufbEhLMmhAqI9ilYMdDFItcGW1IXMyoNnbfOCML9/CVH80WdpkCVxAnDBhrNloMcctaTBD852nIXhrMEPdXpMoViqCkFvCunx8tCJkSwAkSf02b2e/8Quf3+WroMl3KxurG1h0pXOQuHCe1kFYoMpsEGyzUfpguWhFlZQirJZZN6o84IO8eV2nTetppXSHRgB0T7mKjj636A4yaTfqhoH5BIX5G8aP6G43vDFJEzxdg6Qqbxpy+sGOvWpzJwjeIqbmYMWAlbNt5vYmu5rJU3Yzc2WBeyafPBtCfveg/moMPxaQnLDAVgyIwgB59luD4sJt4k1453u47kSP9szXmNjv5VSlHhRQhxOezUPN+/mSCNrXoNlVRWs26wFOg4PeHstGulTMKcjxv/9qfCKG1ihjF6/d2j43uo7VcN8jB3OvfeAfar0Wm3WVWu/yto6Pz5IYHruVJ0ZO/+VP31bfdqhlYL5Zl/8paK7+UqvNGXaeiL583YL3U9wpur6CxUb/tRP8y5FPf8jgX3ljbZdA7nGYYtaT1LkG4aPlNt0RD43E0LGZitYJr21V2q1AugF5YTIDuCai9B1+xKwVrEIJiwIUhDYqMqBCx09pd0tqKSMu77PaE3tPME3JrQ4r020+t95habAW9bhv8PO0Nllh8cnGRE7r3WaJoLHt6975n9caDfTIsHFyOWXf2aW//MIHyvZhasZf1MQ+lFLoPZOlPU2dyjMHM8S1KXVn13LCnJo7R6BFQgS2NrMYBPU1qyULdGMu7m0C7ziITF5A3o8qp/tqT99r/O6lGvX2xh09uwtB/nOfktY/UtcbEi2CfUMsefhIW9Oe2HLCyNEHcPDLh9H9Sv5uRNPS1Aze16ELl8QV0v+wT9Uav7KonXiTvg0FZZQ9Ohy0llz65ra8hLMU2eZvQgDuVxdGAaBKetBxELTUagDEVY3Uyu2wUW9XBRm1kLVKIT6XazJgoso3wHqxXDF0CPpUOFc111TODaRYgK0SQXtl5eC8tFXEzQfE1FzZ3Oo/3bnrxy8JsiPDYqyS9838fpDU+Sk9FkjzYlmvMnBVgKZkuCKxPx6hq0Dm2x+sPvXjr4t5cd/JEVjjlMoc1zBu55mUnShvVh3tPYs5+ilfvCz1v3vb7K9TBQth24q43Fp9jCNqic1rhe57B0AV6LfucO9XonXpemzMhnH+oX1PNpOEgV1Jy7Z83uv1EFygvLZ02snybOtanrbs1W4wCjN2WdT1pAx8als+gzLXfvPUTy9XPvXb38jm+sTqbdQJB4Fm3+OOWlav7T3Ebqx4tYRw3C0PmrDrK8qLelaRGrwmcV0sVcinDgVWcfvvX35JkssOwrq8GR6iD9UzqfXOIpWt17Pb1jLvOgCBFsPmazWmvOa7U5fOy+mGorPgwdPdzpwI0pn4t3cgn5kAt6G39IWdilArydyseuArA5mVqGriZzVGjamEU6pS53UOzcUVEIBVQgY/vbfry9eOOa808kLg/Q9WHj2azw5UFi+oDEQ2t2tX1nLknTvwi5MaM7Ce5vIwlDAqWariMEEPPGTbUfNuVxzFGrG+YZVc/NS5q343apQsGrbB5XhCIKMy1N7rSKt1kI+kUkmDFnRXOOH4kPbpsyAMigsy2lEwrq52aT3BPp1YjFQxwq1u3qa59Qd1u96h1xRiSKg6B9FUUqYrZRjAlRxnEMAXtYd+7+SBbPLZKdR4+mBv74XSiife1T8Vmw8MEbFsqtKHeiBhT781mcG2pkEcE2uZsrdTmwkrYI0u3F6evHo9Vr2d4kORBq5iBnwxm2csAk5bC0o86G3vDbZVjP6OlS1HKf6mcb/udoHnPDHlyBfk9m+AUwvi39N+RHn0W8I7r1VqufzOPsvGONzSYapl8mvFLUE6D6T+cOex3rPtzxmPiOZdDHlhIT5nuFWIzCwAbpRZqejYBIiqZQOm36BLOm+ikfna47sVvbpWabDxCOYx0JuNdR5ogmvfPoFHMeXceWW76knk6pTSeHDQ29vKvHOYy/0LXarJste987ui/t8bbWZdCRWIoLi6hteKlLnFHUvLDYq1vfJR/o6mnfDlnc9PZ7daao7hhNSfK+nYbdV2AM7OKQfKEbIzJCFhuh8uz1yWXhzL5kugIGA6uOs4FsyAGyxvBuQ9u8C5SQWSEL9FuXNXIJJy9uwHuyP5C+Ppb22xgft0wS6HmW1OzBA7XUCXO/O4EgYktV4mHVkQHFSkfB3vJVRhd0Nt1h3xA5Zqbf36sz8qzDCudbutw9tubLGVHJoi4WizeVA6X+Fhg7XCj5e2CFDvamRCCU1dadejVFFhmDpQKFnsqACVGxMJSmZFDSxSNds/QON/NgvLXQY1qXAxBoDB/3xEc2L+LBtfmxLWfgzAHCoxUqerx9HsnQtvVOm8jseHW3c1YOCTBwbvMDfyiXghsnJ7NrUoyDVJnkBhSJS/PHzs4Re/2ggDR86cBQRgtlKdeH+2zlbzYLkG7fZztoyNzS++sff9eNYsz+OVIYBXESsggrrOJvuIXQOanvn4vXQZ3Sb45aVVkssXs2otlQ0STLJgknO0Z3xSXwGBmu2Q2KCR3JoYr4gAvH/v3mfQb76lBcyuFjoBuVm99M+nJst3zR9Iq5RG67Pj7TouWhH0Tr03uH//4Y8f18BKbaawLRjC8VRk/jr0YHs2jtpKayd6XcQ6kfNX9GMzDIzlkqGangsVKARTHvqXRwxGvJjaCG1vuLxeVIfmC/HIGNdthxI1bXG6VKEETRNJOvQ2Y5Mh4NQAxU2yyl5OlzJVLqA7qcETgpKFEQwLePk65RFq8TqbFjCWwgxYNSt97XjrXXtplvXvHBnIaDHN+7FNK3dMG31u3DFgToTm2QQl9N+jeeWvjd1aMAww55NAd7NWY5KbEfDTp3qKESoiO0Teqs+nbhXwbNV47DErQgsQ2Xrz9spCNqTIPOm0ahrYE0+ccauN4uiKGNvqMJbItuOmRx517NmD2m0wAMkLo8D7rxBUVOZYtt5gEpkMKuSMjT9d4H+5R00lATQISw2wakarGYFjYW8Z2ZNT3obPPt5jUCsrAJD601f9+34y9rqn+3JvcNuvOKdvoxbGfEIUrxL0BoxpZRyHwjEbouHjFNTj60NW1vKbYyWXSGW0QNFBhJLrkGSRORSqZ7cL5WaWY2m1SG7WRGIAoV4NlRjgV1/TULs13/x9iX9W+r8hIHMQis0q0vzY83xCkhRIGq+U2XyAxwWVLCAaGJAGRV/voWD6wfsdDcfW9K3ofFSwammduu9g/+2x5RODvttzCgzVRjByXAu2EKWthhpR8eZ2l/52udaLTGzU+PUKRChxD5AgFXJerINYZpiCEkayoC0bLXY19RgnfPA02HnNuwhgmTJLcxItAWaoUd2QFHPAzEkb4YwsgkOHHqh02bxA1BVKEl6fWdbxK1PG/M047YP0e5n3NW4HPVVe9sQBoxoA59HuI9/peHD1Jz97ugeCNVY1NyPmWbmtXWkZQtdH1QoNntiFtajYuRLWZLK0tPnW5ucCx12NxYnQbVFnw6jzi596xtKTTQNbddAJZPIoodZnJbD3KlSKyLYiL1BXQceWNHCfuOQh9534+neT9Zvyf9XgyxBtqvKoaDKa4M1KtaxR+2VwKlsQ9IiWltMXM/kK1d7mXL1dhXroajYx5G7JTG1koHwr2diJgc8vM3/bjYctvP7zGHZFyqyalLwdeuQQeqalZ2OauQLwOkPr30Dld6sVyup/xLj1RsRPmiAYK6e21qohEoJRsncqwRAsh1qNwaZUNCunasB+ArvnYIfx8O7X3ogeCJhUAMxtszPvTlyJxZykUNXv2AxBBeivlKfJIP0Nyc2hyf8R7cLUppVDCpYWFaDzxpewp771JUGQ4gIK4kiLyVnfhmbwlNYKl/OgvVYq8AxWEykcCnga+bTHhba3y9BlI7x5U7r/W102huVy1URA3qoWP6mrvJz+aQ6lAAEAGPAwyH0Agbi0WZPVJgfIVzBQYtRuAzeX4I0F05FA/Na8WOCKUqXQ5uwcYFpmQlMaY6OywahGrqZ6ICxM17Yj248ecoYsDvPdHrmoCksVmOxw75CyqXwtxegtZmOX1oDoaLm2XFp20zG83Q2UYB4nZBZ1lxnIJAarIENAZXAr2VAacQAtcAaY/MLfNLs7LdoPch/7XFuukRFhd3Um4fKSdSwp55gUJlWTNdGMTEcod6/m5ho/U5QVALZrMBwDrCDx/YeIsauWd1+1eayukgpjoRgEoAFS89knfPUGFXd54pVKZ0vJZTVOrNciS+t9A11+WFj9w6JfQ0Lp7VSJPnbEwA6emsgn3auvYEmfRg/YArCypIWrBbaRqRga5WS9lgC+cAz4YxgcMeK7TZxsgsfCnJpVnQHZqZHgQezeq6PfWA/8TGL+oU98rLr4ThawYcnTm8TbIWMqKj14r9S5CtAZLsdi47IipRWjHSzCKlirnf3WvQjAUL47Wse/F7eGq04XpjbwyeiEZ9f+9GpGoNFNzIALCb6uHwxn66ojL0f0g+jNENNI7T58pPT93tqZX/73WzbFB/rCC7cptZvHi4VavQWwGdNCwkJXNWylUv3hydZ6r/+5P2wjcAU4Y3R4rY0/hvWttVfejO4zkVdpmrEBd3T0/+Bq7F6zBnWgHXAxvpxtOdNCgooQrxrLPNgWwPvyZFr26gB7NwS5eITkS6yIiq0lDtAH1bYicO2GenU1BQV7jSTe25SXeCGRk4TDUKupvrIuAiaYLUiujrv7anyEloeoXqiUqNU30qmtxakQ7nDXmxDEoYXpbVubWNzcklGytwtDImfEk3cfJj87/qPfIimg26t2dQEFGnr/dUnnQQ/dqW5MSs2dZocCGDjN7OsZ/OHhD1+bV2TZXUYHb2T+5TMm/WxofU0xN8FVVglvirt2QYk0ZHbLlynonry8JKj70GTyC792P/fv+bchh9Whu5P7cpYovRub02p5BWFyGbtJS6nsxrBdVy6uXE62t7s3FGmoEytvrBZbDd66iIhS6MposJOpp7lrOeUiDxz8nv+Ba7n9P1SvIplwjfl6s04N6qSfNFlztx+CNYC/t/RiaOlndf+wYffO1uRNXYvNcH1pWYJRLYQolVKZY/Fi+PBh25Vfby2kESth3Y1XBs3uC3LhO7ei7ZGJ5t17z/R1Ujz3BiVMpCgjVr0UNlHJNJLPFanvxao1tzr4SeAdgRxU0dUyPZpReKYi4yvgPU981ra3fXIrb+tqQytgxOlplLY3314Ljy01dyJOiXckiZM0VBowlQsLOdxVz5E7INcplqjaHKDeiO2Ff/OfP7TaH3MHKXjhW/9yvCq+Z3xOgr+n/PsC/RsZYEsw2k0EIqFpOsm339GZTWGx8YYczMZX04yzz9Gbr2QRXiVv3M4P1/PH9wVZmnz1/dI2zEASw4KAbiMh/73Hg99NZbYpJinbzHajnJQKtFpDjHxzayticWAFdC4fx8r5cqSgKbGtVrcKqCUZUFjdFKhv0jH5bVmHMRCi5UoyVxS//rHeb36lFZ8ogf+o4WYaCunMrUTsu9Xpt9cIg0qCrj+9UqoH0SuRxoHThh9fZHps0D9+qem/Xsk9vsd+uaN+e1bZ3DAjRsXor0ymRYgC9IxjtE61BrMD2UaXq6upjejIa9+ZJW8Us5Ig/78nOjM1BFNrWowx4WshE9WRAVzTS9+7K4E8ltlbHO9eEJhcdgwt7TqqERMNPc7p/A1HC3Dxr8DLV8AzR9BDdkwRhIWsbB8EtV1Afh7QtIGCUSD6qj+Yh/5LCwGfy994D50+TLZSbIgSWKJYyKvG29A0JrNuogcGhgQFMCqvreUKedTodA7vbkO2Clpsc6qWL9VImIgKEEzubrcsrM6hCm5zewA+mW+kti8DXznbOff+VrNanJiqMLpgpOl5EkeJaIV32OY/9fF9e448+pfXNxPFdEaV8OR7Ve51Rf26y2Wz+MitHtPhg4nWx/ePaGuhq7dvrFYyhPV069VfvbC/z6zxENAf1554uu/6legZH9400PbRxEpTEKSzglZuq2vztfxKudVQmHeCVRs5PZoNAmUZWCsA9W0AzAh8bani1qQIZPBdaSitjhoI1qNYL6VX0lyzBjg2YChONN4UCwSgSKyoNgC0n8yOsxpaLQZLkwV0QyEB0QPVroq8CB0OC1WLkm9kV9NosMoIwOXlSMdIwT0LfPof9lffvkLVw7GywvAoZlc7+xCLrJXzAoXyG2A1XyyiFtN5bXA40IRqVr7Rhz7SzPVr2NAr1PWMyrdDzUX5hevAfS3QlQ+B2QzQtwOvl2TYLWdz6jYsWoZ7Mt98ljzavw021a+Tg3c7vnpAeuylTMOZg1RwU9IBuFD5KB1nOc+Ag0mtHTZjQrbK0gAxlgSNmNeTTJv592+L+gGz5SCBPJOfxsrLE6JjETh+SG3fyX94h3bmhNgk/bapCiw/K95cdcfvNu5/HE0WtbevpI51UKs5cZeLv51KM4pa5asDVofVqH74XrZdT6Iu6spGsRoActu5Ogx32XUfv8Me/PgQbOm63kDzA8RK4R71pedcQDhdu4TbG3y2ripKAUj/wPi9T4IBNUY1MJyRGFFRR/qPHX7wju3JVHvAKdRohgZhORmpp6r1REGfCr+bMom2s9ZdSV7H3YpVtfCsnDgMYjpQAxCVr7zwgOpsWP9hxKzw4PmXlrX4R0hbsdp1t3b/PyqZJea9PwMWEFgmEYJT4k7nMUfPjsXJJdLINu0LLG7VYFhApz+MsdGBjhbShO29yz063T362lKvCWpvbdVm68vcOoFA+UzpDGmd4kZ4fYvYNVPdqG6u5mwGPF3SDAXa+4d3cjK9zcYRmmnBbNu6tJilpmEVVDAYAyWLz+of2ZzIY9QVVYcIoojwXCds+ebH9itvJ+siwq1mJbqWrRVxTmq8pDaWAHQvvjKbX6hKz7QA330L+fZeyKLKH981OFCmpEOtF6eZFChhMhEGdQS4RUsAQfIsanijkEsI1dO7mhBd2nVox8Vbc6l1auf9AU+I/vBK+Idv5O4cDuC1tDWUk5xRnAZJtbdywyRj/Idj16M1cfcGewdHhEX2mJYGHvVLV+kbN6GcovR1Ar0uwM0BgN0lV1MdZxrENlCRANMIcDsmO2yApktsPlBRt9iNUfSnMGo+qvZuqvFMdnFa0AvgHlaz38D+c4zbCAOnuxDSAvzz45YLbEsl2w7XXEioUcEL9v5dQ+X5xdViMisr9W3QosMyAEbnVhQCG4H9+yxQq5GeI6sbFBOtZ9L1DGXKapJ+r0jlJR61D0QkkAZ5ms4Uq7U5Fvci0j/5OnkDPF2SeIxDnhm4Mb5VmK7zNkUftEpq/Oori3sO2MohhVomP/2V49NrSXOv9bBL9+KVFZvF0d/SfjG2vjW+qnAGn00LZzdqDC0kbIyAXQkZR1zFuyqYGzUk3RbWhRdO+La563lE3ecF/rrKRdQicJedJOKbSfNajbE2KXe4+GQY2F4HcB1Qd65hc8mYhkwmaB9Qr5vg8MU/wQhhPrAnH07p69t0oyF6YLmyDWwtdNy5C43YoP0n8q+YBX1LYn3LggOEVmmDQZ1BAhglElNjWaHi1cIqmfbZl/57IM65/um7wXuv3QKeA67HMVYDZ50sSqnvJKEjenhLBBOk1u+HLle4is5wrVouKZDSqn95rvZYtykULwE2x85PH0pVSNv+5idKKzem5hYUpiFBLh6kOK5lSE6/ekXa4TWGKstrqrYVFjSVMk+FLilyE9z0HVffkG1mIQHlVdM0Y6awEiawo2q/i913MrVmAM1ltdQwM09CXRdp9dfMVoj3HTP07AxMr2/JNW20UAg2GTZjDbeePLyznRBQv42bjAMshbQYiHJWrEmEV481nzxosowkNmxVDw9KwsICgTc0af3BaGNNyo8JUVgS5Z/f9euvffC1mdqfD1meMVhVqsrDGEjaWpq6W1mqikjQZkgvWWRcC2xGi6UsW6hTYhnXBI1aoRGXly5zPc18SkuyRU/qFV1DGXI9/HCn6sYE1HdPgoocwqOcn5+mssu3PwKGOLAjyRfCYMGhZlmA8Ci6Nr/e5e1w20HXyeDNtdT2+oRKVSEDI+rKZqfH4O005bPRhVRPPXfqlPMvcSa/sK6BFbePLGQrgtv6PGuipycrTca43VewG/3dDDfacBq62+7c6ZQMiUKRNGVtvF3IFgEEljEAStRlATzldD/SvLO/zafp7R1fcL9wbX6mvOS0un97v5//62TIqHXqVyiRtlQFqaowBuCtEHhqNzA1B0oG4swdAMEr/3TarejJu5MVJLk9DegCFprm6d+vkkkMqm1vy7Xa7i7krp1OVoHaHoPGi5DZrez2mq9OJaxyAQTUD9+eZ1DWGjA82m/YGQz0yLn+IHyzDPAGe1Y+aFCi2/UfrGxsjCdXCaKnC+5dE8coHqHmRbxXc8RppDQNZkmCJRKwAirqUJ/4uMY8BZy7RihUvACNtINXUbkKIdObmM6gRgV0ZzvSWaMSC0BDhbCaREAq7cDzYfquTmCZRz+ckQAFyK2Wta36k8fv5ZQQspmx2PPVWl4Cyo5dxQiqc8dhlKaq7XilLAQxMEPyCG10mhl80CUKYCNWx1UACguiEomCBtEooHq/YW32WoigYJBugL33ogLP8n+IhvmKBeco/6c+Jlj2uf0RBWJ4kXjvzSVARXz32Bfe3ugwGJ+80/bFyytDaWBnh//Hv5si+hCbHbv67mQF4Fanrpmr0HwVI+uMUWFEBnUM3vmxfz0JfvCuiUS2NoqZSK6GqJHfjs3ZhL/4sLMxoUMBSKFQequgiwBD+7jsKB9TifwYi5iAAg/Ye7RyYtNfCtQkTSFSzilMQ0+2ff1/2GguM3VBZWFzf5CiRHViAsMEJdhs4tRqVzCycAExavWnei3p680terLQyKbYSkYtc5TVjnQd9fufHiiTplpeuU+y7Ilk98Wl5Q+IZEoc6hY+ug4KLMAAKoibWLPyUU59oE+/3IBZ2dHSCk8tlffuc89la6BYWyljKcb3+D3uGy9VPT0IqPfhC9NMotQIKrpKJof7dRZ25WrEjpmINWVyPe/f7aG2Z+qc0DYC9T2tY1xtYKKylVO4G8zQwY7NSqY8MRAXG98AZn8dU7+jB/crYBI3LOe9HefW8tss9XHymMZ080d0ApgztxmNaMHlMC5tKSgCHmjW70XyTk37pRv5nRoqi6tXctAkCDtwpaZt3aoYWQvv06lUNTXNtYmMJF6TMbyZrpAyYNJD26IKff2DfwJBsQnqWFFmYgrMyhiuU/RWOyDLN164phno8OnCfLMDaYikDYzOr8AiVIpFUTlJSUpYlWJa8ACUGlQVDiSdO0zuQ9DllC4YYC9mGtZAA+nNbr8iyrGwDc4Wy4AByt2UbRgegUComWtDVS6+WiM8BUrVc/WyQy0nUpJCU0U+bCiioIHSW/nOI0bTWffW6xO//ihm91Z222xTBawWXSMxpZwVrRbHriOXbrw69fpiYIDvWGjB0Ix18O4DFNUoi4CswqjdgpcIt229UmNjKni31//7B4/YB3RABVNjVT7RaG7KfewrfSubbb+tVK5TQpLJ6YkwF6kY3cBECJqbBzt3AChHnHQBL1+Xfvhp38/eqM6tq0/6G38OV+7uRVetxP/dzNeq9YMD5r/Z25TQNV6fKJZJsv2ITZ220MhAPlSgq9tIe5P6iQM7qdmkKMHt5h39/KULSUVCxq9LljNafBAh7Hw9jtXqlE57fYVKYe1QbatqRvTD3cG/rs4WcZlhESvBZnlsc5krIrLeRojbgNZoOfjpL6Pee4V3f4jiIQhabfUqSxGgDQRkrcr7xOgid2cfKlfF9XEsFMENCv1Tn12jFm+sEF4n8Yfr/D67vd9mdh2xnqeSm7fy4KexJdGEAGnVGd2iSbpld6+5hpejKzpFSWFUDtQaUQnnrTsB73qtOh/JESVmnoYFVWBUWWUZAMC0mp4P3v6l2yNdGkeB7WKuwtboheeVUgxgSQjQ09GhzpE7To5cn1sqaZVauhT+47j2AIgJjdzvV/f5rI49u35/LveIGk0f6v/rm0taouRnzJs3Z0sorkHchSLp8zjOEjVtezemx22eXtKDT72xWVX75GqmKmRBrNiqoa0MMlmUahW1pocf/Zz6o59hKcCsu0WCZyMCD/S12NJHWUEA2iYBt3tYmIcYjWEgoF5MirF4QUwUtqO3QAhVapG2pu5CudDIlQGgCPqC9qBHV1Pst+esj2nGbiz43FJWMGzeKrBa8EAT2BbsVJvEEm4ozTXSKwSxkDjy8P6703lXxOWJtgZcHT17V37yArqEa49rast1NQjhH+UrnmZ4iXA1OR0uh6OCSoNDQXk9V6jKhK3+2xXd/zxiGv1w3fPQfnpjnQfRM/e0f/CdVzTlIoMYGE+SpXXqWFo+7K1sLDo9QmUmadultuyD6DNNAur03sRlHUXWi1gBsUeaEu9hS+zunr6PfTl/+a96YDfym5tAvKcgHkPLjfsQbImEf1Q9X2rs2mUzdzS//daaA9IoEgCIVL8WJy0Ou9k/Oru4Zy+zOAnMFhScBPdotaEi2qrjdW3YbmviynYAImCGnZuZSLeMDKM3LSj6ULND1IRKoCWUaXDHeTOuHFqkb9ZxddBrShYUwAl++Mrrzr79mLm+yaK6rNcFQjgpzlEhuJhWNAiTB3SwESfoKsou6vLDsrpTdQ+wVPgWum3kX3nnzdojj588fsrwGwEvuUp3YPCLt2AtVqCLCWDdIjVMsEbAs1My84mRY80j1bfeeV/mOFsz5+lDlpdSBok1udHOo3t7bfrZczMsrxWZ6lmTIdhr+tnVhboeB490MVtp037X84XpvbZp1+faXmAB92zt+ed0GbqGXR4vBztDDRFjEb016CEykmyF9MAnasSv/+OTyPlxcToNhXLSXm+D0IJX5yTJ6ea1/zHiflfFPlyqHcf4+QRgiwObaeBLh+A0KxEWcPk6tw0B196HqFVWgRwdXrIWiv3LBnh2P2frqwNl8Gv34v463ahzDz7VeaGNzKUlejFQv05uc2bJlfj2yxc/o7Fn6VtvgxK0tGLrUU+0I/93Bf7R3w6f3mdDo6xqzygKL6rIUonBQPed2/n7QD/tcHy4NjvtxCxFvEaDRkCxdJjqYzXASbS6DEzzzuBTxyDzodiND53dkKL04E3p6lxVRoAAAOAa+XJN6OwGCIW9vIZdinLDLsGOWkVbuUsHUhVuTBBajEC8TvhhTsyIlW0A0aqAobQcriLs1enSiN51Znj9XKr7aEc3mlwJpVnJZkS4mmLTgRICmUk5fT629Q9drs9PP/p1+XUVSBl12l3DbXc99ITbBcSpum+4i91aVshyQ5PGJAXn5CIIUTBxeqfXP6jPpZjNrW0g0zB8vCd7ZXH6+pq7XbsSJHGmFGxCEwkLt7BtMCBm3JDMZ2Utt9fWPtzWbwGFQr6UjxQKYQLQwtXGApcM+p16tcqWCsV6ha0xxColtULwt9tOOXTkkH8696UMjUiiXJGg3D0vmRJX25kWh5h/3wGpsdvAyvnVQ383xBENIlFvGXToi/SGAul3VoRYyegfKgoVan1SZgA8YO9psgkyIfTrHcbA1LW4khdobVBwpIxstQUW7RZ/jEKt+fjqWpZFYHMCu+8u7R37wgfeENRbtFjV8Fkfoq//4zH4Chd4cW65RPJVkBne5ay6epsCZvVgx5HObox0VPkV8M2rW4AxFd44fKfuzY1btNJifHWz+2hzdzeaAl2+Xbbo8jZnkfSFKlPRwhqlurABtqmuoyZwp8HoRg3j6vJFhUzMsAR646yxN1u3tVrzrKsVrm4b1Pf82XTLl5WTRIFzIOAXLZixhLLiSyJmQi13Ax4VW7hQwjNMf7Pil8Fkmd0S4WCPzy4pSYrD3IboJouZSFM+h8PCRgbWYHjD1NTY0sQ5AG+t8wko4BgPHYVWJiY6u072bxecMdypHCPKDQZJz8OkQlINsKIDbHW3tsNroOpwuGOA0YuZD+d9B/qyi1uM2dmq9WmWy42i/A9f+8K+Ha2f+dqPc6kNrCGGBCKtd4scMxfVxKxgLV0KM9qSxyDkw7uMlh17fNN/+QVnKFWdzamtfDcBz1MKDlCA2vj4macPPjZy6+p1fzuU2yxvTZSLIuU0wpmi5HCI8OhMeKj34MGe7EpezpfymvT/vk+4bBpQr4ucX0UZQXrSBvulDibbvR21xBl9xPeZffsKQle8Wr+yMLkUS4Gc1eISONyVjp24z1397j+YkT/9WVyvZWSzz1gRP6SSgc7uu3YvXFxKq1VqhXe5zUf99pszPgdZ6gDrFAmHtMCzl5TH+7nna75PdOQ3y8IuSTqvST1fN28LXBkA2HXuVJ6Q24xoCQ+VVdhMDpVCUN0wRx/50LqfJHOd2VRWNdUl9dzYi7vvEY9K9pIG/uN5geWEf/zmkTvaVeBWvgThdAVoHdZdnwJXVCkA2VdADUByVV6SIKhSKXINAezX0y5t6B1O1+8lUd3rSWdbUzNds3UJSZsPLbB+46EmdsLAmm8MHkiDZm4pAXhhuJGRb0WktCrtGwBYXjnt524sN35TBo73SMWwvCcAmLXR11aglYmkqEhWr0MhoDJdRdz7MO/d3pf/+Z39J13BdiwCaK22YHWs1ipqqiqpxbIiSe9TLa/V1p+bA+5E5n/hM9/wd1gdDlsHjlVzF69NWmAJQFBfT3tDyKRKuSBsgGQCESmG0Ht2D1RqaCFVCDrUuVhq7KOKvcH2HGnLRRo7+pvljfDsVrXLqsnPRsyYQrGlFMMfdLR9+snHU3Pr6xtZNbrtQfVGmaeKqWlZ5+8AikWTXqojvCiXgy6gy4xs0+bt5dTcyaA1I7P/dRMszUnwLhJb6PzP70OQGyPWonoRNVNiFlYxD48w1elXFw98ZRDfqFqcupOtjqsfjusIIbe1YJNYg1HPIwZjmzsiqPsCsmmf9vKzL+9yeOheR+7iB00GeRpUDSTJOdLJakUyShUQdTwQ6GpKfAyj9/5sQnkZL4rNBsSd28blXm0ZSOxx6Pr/5vBSNfbOJBbY19ba7bcyekPfDrvvIAbhJrVLPlHoxDcAmr69WdCSSGeL0OIxzW1trxdrRw4PHnnmnnefWQATAqYFdQbQdbLTf8SmjCA1htVFGjPP0qeMlOjWmH7UdenUivo0vv5Dpo9HuRyd07t10FqB3pbLPUAKJZdB/u/6Q0QKa+KdT3Vs/0eoOgv6WpWRQzpunc8wsGSCKzH1J48HZrOBjaXMSA+i395cySuwWG6xk7MpBdFKgI7P5+ddHZZV3GmNxlwO621Gop9bsuzzJue2mmAmw51cB8R29C4ZCwf59FJjAYe8KCalo2XbkQ59MqUYNYnpWb3ftDW1EEDsClPJN9sgFsmmY7//5a9+V2arQhEloAFFrzG04AC0JUisXonLbKlUIcqguAKUmtX1E+7tN8bktpaGDWCvJIFe3UyRsdpd9Wx9755++w7r7EJGKlcjqxkdKmfKKbNZly/VTvf09/jNBdJoxITx378W3LEjwyPlYuDEnfTmSiEZpf37DNVQldndLcoRbb2sgwBLEqveSktTF3Z1GyAR/qKz+rEDw5OjickN3unXfvdHhw7raM3bPypeTohulDMY343wGq65e1mzFkvyPlDbZI1H46VaEpJcR5r7lua3fkeFTbjEnZfuDBK8ChB8vZQ0vCVUzASYbChErXLouM4uAEPtnub+QBMU+3BWSUEFI1xKVlVxGCoYUTlBfTWYMTfki1XTN0/7Tr8dfuH7gJIoLW2oXzoDHP9KG3Czzl5RJUyAkUa+t80T2sQg0ajSC/CGDYUqTDnB41YNX1EUg6rA+3pu17A9Tzo3LoRnU1j/Q165IKt4YeIKpbXrnd0oxaN5dKT9nn0Q/1FieVqTzmYnuWIDMOAAqQPubgF+dU0FbCyMoa/Qwg5FnqCBqQ3gwYPAfaeAk0PS+XMGm+jQbsLY1TjS3K9uLX8QWFk424ktnaOGDyjjJsXSi1jZPJwVjAg4Lm76oIFuxP4avxLWK7nGNruwKcM6wwIU6Ha3O3vgUs0BS462boexpeKuVLeluo2oV0uBgNjR0uJUwWt/GSP/YSjQ6t5YTZYbzPprW8NPt2ij1UZcaN2PjD6bshBsShDQGP9kYNcXv///wovLmWy4Ayw2QMNEMdIQhTjmQTgPlCzJdIh3GJJxz30PtmkdWOY94XKklAO23yzWZDM4vqmFB03QOziyboTby8rYuLyK52UA/lx7678ZneN5Sq2ZAvrERI4q85ZdWoIK72pTNyI86Wp64qz3/Iu3i70AszDndD7Q3GS+9akPXN/dl74cj1293nKyPTlVl+sxt8YglKWmrv6YguC/9+3Izv/rEzWvAogAgDothia2XE8VgBYx5i4b6CJWdwjIrh6fYFfrPCPB5kBwqM97RJVBEFAhxi52Pbar/JoImeFECRE009PFFB0ePmu1tIgz6xuOgeEz9931wTvjLf81gp1w72juqiVLmz96D27FQ+8ttv7nAcMixMXyxV9T5jAIzsHBpwOt1v6bL+J0I97iLxO4zJleBowqvDS9Z9ZR98GD21BoNtp8j9NzH7tSgG/9THBb9e42cXac6h0ObN+WJ9Lr/3Ha8ZfX11SA/psBfDoPLmwVe93mgoVcWBD8Jmj6lUtKcOjUsd5bG6VULQ6oscQ722h/o0p0CHIdCwpKS71SRTtXKA9uLlr0NTFcrUfB6kldd+fQ9Ez7oabRMh/ZXK04ZEJtA0uNVlG3DrDZ1BYAAH4IyjHKTSTTUtf3mpvMJ5sUoshMJ90BrjpsKoWYHjNc/8ebgb1aWhooXNQ5pfV+n3x9zc4dbNUZkZrE37wxB2XTHF+sFlgnQrSpBFgkd7c4oimuE6vBlKDi+DOPHf/uq7f2Gms+p2f5VmmZVQ6cMlx7K27eG2zdZbXAm16nuYWq5hpSaZTc2637zw9Hz3S1KusCOb3V32Xe86XHu86MpEK3tDf/Il+bsZ5A12OejY14CvaMqLsWgHMeljcfOPT2ZaoBNxfU3KKOGCzXBw+2upYapEapMsCNUvW9SHV3h7gZcZ6F+eYu711IetvFH3zSEV3RFEOdWh3Z6MP8SDIPxW+mVbcFeOU/CsdG/vj+C5/QK1fq7xb39nwVoe4ChW8+9VkmsUY+fbgTLkfEZ2NyPLdeQ/wtukZawMy9a4JjxzCbmwRbBfY9gUcBzIkYSiLIcKmDQ8FN85ETJ4BfvpZwF7C/OWV+7Ua0q9Oa2Wzkw0r/yQH2fTm8VTv1nUdkNr141axPQpVVJcnjJo8yYhd/G4U0gPEqVbNp8JiN9ieASkH56WkN5dUXJ9itGC0vwxAHi6QQX6k69vcivCBfvkk3f+Psl1+Y/sfjx954a7Ov17TXW78Vq+r9jMtt4WasrA4y8QZ3zcY36g+NDI7mmPh2pclsMOIkXcwUC5W5ugps0APdNsRnL8AFKBfp6OzvOLy3M9CUhwH1C33boRm6giMBk3Cb8g5Z+vfoywsIrfFtv3OjK2gNlWA5srHEwv96qIfbSOhnl30bZLLhKeYXbCQUA0WrkWwPaLNhJoMSi1uNkSGP5d7hAttIvb08jOFviHhVgFvvarbskkpv1/AbvACl4TSnkF5sz4GTI3cmmXHsleWhzYzazsPuJlvAjAc1o2MJsQVbLVjbegy6+cqv/3fU1uZVk3hbH3GwFbgR2z78qOWdl8dNWqPVNbj11qRRh5oBwK8zobLlVq5faLiEF6jWsLUbdTbApqsUQmWWD1TEUl9nBNwap1mcLuzJwvMK0rT/SDAYWE+kerRe807y5ubNJvRqleasBTc7PCzY227MNdj5dIlNMzot7i9e/JC1BG3t7US7YDN69+x9df+qXNJ8uDy1PaOIOtOAaVWVa4Kq9y9Nznl1gCfZoekdriMdu1OvVmcmFpVijco15rclAAQw2z8HvuiARwLsAgYVXSBk2IkrY+uN6O26oGAdJzUIIyx/yN21W1uuUS+k6qcOtby8kLXr8L39/lfG4p2k0N6kWeSo1RAV6A267M4dWpLe0W83yHAgV0nEZy+v464+R7cud+w4EAb8uTXrxnQB0hTaQAuBRpamJUSQGdFNZk3mrgnX7qXMYiO5ZNKQXkyvzbAtcNkKGW4AaB3gAQDYVkAQgFsh6/F2XLbxuchicmXbagXWtooUTw2d6Nd+oNV32jKtDPxGyqsjCqd35bi6sZnzKjzhrS1X60YKzHAilRECVtt8Nn2I9K43KjvL+qO75IJK8dFCBVV++BF6qAeTWdM1pkbb4EE3PHoujbuIkxpAi/P7a0yUqu1YVZrGQXHTVKB25Cu25bUFDKjy+kpEaGpVZwfu1DRpr+Uzq5jPu3nZYIZlQEWcSvE6cMGLsqoF2LywONg0NMeIrIpiIDAj8UUvekDjvHg1ny/W+1otH+O4v2tHn6dzz5z1Ld4Uq6c9FydyyXe5yTHpwVO6CpLJFmqmllrhUWOTXpf/QuSf/6J5+PRxVL6UgOJffRom6iHpvceRH4w+9L3p4+ZXK6FZc5xp1Mg0opjszMqmxFcRIDlWOzgsFVnFXbpRVd0WRGbISqMsY6BW0R372APdvbblt2cPQiJ2j/sX4+l2gpiJ8kqW39esy45NziHGzhY7vfjG2LTY51AqMp5n9P0OtewnWVwOF4rmR22GD2hDDvxkr8kpVj1WZT5Exi9zLr/nFh6V6kAuUXI5gAG14rZxiMhJuz6xf+qvU3KX+pYyRwdLzXZLWkhp4Zqk7VBFzmHBBZe8Hc50AehlOXMg1v13f/dkolRLbCeSha1crZCty3Q6U6IEiHZomrQMnyObPZ13DI3ccRKS9IvVcitebJeVG8vF1Eq4qR1bgtlwrGGCxGojS9rlaIzSJKkyCz3swA9Qi1ff2BanVsx6YxUp8iAzIWs7NV19B0yRDS5JRWuK0AcegOrgq//9XgDLbFToBmLee++DxscGVt+6XsfXZYisM0lkm1HbHdr2keHeQ80Ag6wnB/PZOutafDdLtBmVAbq4pA7dFRTymyf99URDMljJnmMd1LnNtgODeca0mszzheI8xB7txK+H04WVmVO4awKleRjWIOJMwdMQBcnM+F9ft/i4u/AXpk3QSe07d+WmsrCkFDIoYS0x8SiEtRNwl0OeG+dbHnXcTJE9Cn3pnai46dJcHXBPbkPtxsq/3rIeOniGWL+1t0fLp6vr8UhYNmpRo1WJMNV9TMG2b3AJWiqnyw1VK6iKq0VdWAojFmNfmwImpOLvoviJoR2r0ly8aPpzxO71W49Dt28TIMcAVUBWgaEWc/LTdvj921svA7BOb2ixujpw1CaCj1uCs3R5RcC4xl1f8k+/XnZb4C6/pT0S+7Co622SJydzQRscpdRsQcFI+EAA28xFx5i6yal3reOg7HB4tPvnGsvGhmJi00VUg9VbjIh9dRKaXbC19Igqn7Gjvl3BYqhQZeg4os68N+7pNciD+oB5n3+7ulCgzEKm+aAe7bX/P2TP7zYnSgCDQbqjxnZrkx+CQyuyVSNUmvssUUFo85tEVeaOAtjytPlBS/LdraY+dDlRLapWmJJ5e5l1gLksaLLb8rkCLVAmo7aYE+5pblao3P8NoEt1LBWv3b1Du6SVWaMMllLFKImZTbhal2r0zJbQ1KHV5HWPfmL4Z2p8lUzfp4WTkGx9T22GihczLivqWKdeMaJqhOTWtkqf+8YgEn0LG58ASgVqDfMM2qdmAT2MxbXV22DiTt56uQ606YW1LEs1OQgiEFDTG1uVxJpiGhg8doIyVPO+WkFntWkR0NVKT1JC2cgBaV+/VXF6/ac8rF/ILRiTIBUd9rKJMaV+uvPMz1IP1Jg1YCogFwgYeBeEVOMh8GynwSyuKKoJ+uE+I8vkFMpMowx867IU9PEhCdf1WcUkl8V0p05Y4JvJ+WIhzJa0To3aQD/x1F0DIz3F+W2i1xEb3Vh+t767Wz4/nveZOWM/8Y2fLx3s1js6LXmh/pPx8gGbMZ9npqfhu/b3Ggz0v7+/+akDTSa6loqLP78DGc2gb95Sb8q4AGO9HrjA8ThSa0GI/QfsN/t1oAZcyFB8exHx9ftrmqQd1sf2tJx7+dKe0/ob2TpTNx02Gw0EOAc2dez35ulkNsLc2WY+Hy/8avODt346d2JgH6HXViFIY8gFeUp0AxWS3WLF0i1aUsAfvfHfBkvz+nPjriN2q5ZeCXO5na6oAe3/XN+Fs/9E54v3HbrPgRgvluAUBZbzUqfeZqC1x7VGzZU5a9VcsXQXykswiMYIpIe3e/fuuDHHmSDtBhpqE9V7jJrf8VU2Gr3KNVBe59rT97HHO1w68vr+/snvzAHUHN6pE1Toix371PsH4u++40qtk4O2sW3EWWE2tJYhPmpdExMZo0W2+g92vDm7iGeyEiFapJGu+1ota0x49qZ838Nn9xkvPXvxAmq3kpqRPtv1QiOXKxAI0WL33IzqTbkiLKYBcmk0osR7+53/Yn7//v+dNKl3s+CnaKcJHqYA8/3OwWxPYnpVfWYYm55cH+gm0+HE7Pb64sLmO0uGQQD+3pb5iR9ALd9tOe0ahIzc5TcWua0q58UGO5y5mUbrPntBEnwqXE1KtCVBXUyTARTnMLvdieTKaJ4wtwQ13/dFOHisVm+5twX5Ti/z8/XIe2lSFe47QrIL6FTCHLvrx8y1+RM4C0W3KFO9/FmxetSl/V9afK5RudcdDGjXJlOeBK3KYrsTuTEnvCqhe4zC8yG1h1CnK7S3JjlBOYtCYwkwDWokHwfl6sOwYAzuQMzyaT///BTHV/Lg/mbo3FsnvYFqu6mc2tnd5rwK6YR3tiQmjDpwTQNTa6nBJwLRX8WS0HaxqkyJ7IBM7De0R+NOXR+78xPusf8Z+qDYk4KnU1weMVqMoNWpbzMQlqvXb2yUC70kvNBg9i2lPZ//UvncVldn/0ZopcJv2uMat3vv+MYWp3NUNsu7m7G5yIqj1wmEC2YN9sW7iQ9v2zQt3HAxo1Own7y8cnbQ8FpE2LcfoATLzHra1OdML9LwUSB5pfYNWyN0uNSE8lHU8feN2DmNo/873fePXf/ZwvyWWNYZWLoJobL5z1gOWFo2wWcXsL2+tbhpLl08kNq437L32Ur5xVrlH8G98zCZJqODWonpQEG9T97TIycmg+0ta+9s4kETcqgfKW3tNOTfv5k9PxNVezzVGO9HzMu3wKhIlt+jNWBlv0/2dK7ROnl0CShJwNpdzPGqA/zJdtMdObkfAnnwlJ/4EHpavVKgnDoQnTdUw2oSELdgOqa+OS7ZtMB6GngvJjx+R5G3etx+92+eTwa79AN3tvaeyza0+qG7+z/9qyfD79xKbPJ+U97W5dWWNqNrOamUab9z98UPc3dbZE1fd3J9LjvTMHRoo8Xs1XW8DbFpA/bMdgbT64wo8dmHvB+up1eyzuvr1FCnatFZa5U88jfkXe+hQYb4XUKeOReaRDGFFgcGdZjMgf80fyUxl0qX2Xw+WYb0YOg2jmiMip5UhGqjdsiNOLWG6nJkYzPv11XOx8o6PV2sAiyAECSBEaogiRIl0AoA4zAoya7m5gee+0R9kjuEunVnm9CSl9VJ1fGJWCKVG5uT95rHVuJatqn3Xh/5ViSbFVW3yFdKmZXNTEP/Xazxda6eB7QrCpwnlZugzirpB4JmxmlOxzI3i8QIXEqqpRcY98N6nDVzr8XXFQCxNXUcO9kjVeSb8xHSw6Vnt0wAcvoHn2YmUUyJB7soYjIznqya6rmiijIlOAwyffehx52eykrrdaXaCFU//rXTV94czRZr8nbq2Ok7K5lUWecqbRX0bg1HZVJbNVCpVDnUY3a5hfLJgztfvIlX60mVFARto7sJ3NB9GSzxUPtY5u2L+3DTD71ts/FDpg7irVrO6Eh19Pd4mUr60CGc0LgS41Mfbb6+fimDyHvF7rEnf/Ddv7661af+7ZceeGG1kFieiG6saTVao9PTP9Lr6HEdLrNcn/cHr13naiuqgVPqKVHrY3mx1Ql7Kiv04fbZz5Q8n9gJr05ELqdND7tkrOqXjIBMp242YgW74n+Mb/FqctVdn02V1y6y7bW6WxscL1nsXmGiWAixxl1k7vX6/Ud7xta2DYWGlkSTiqzQkMbqVPKFksLu0eKTdUhn5E1tJifS6vfIhiYDQRJMVtMChK+vL320rsIjj653DhleefvI8S9KxeaKSeGS58KJD60eoeL217fSUMPQCTmFzDS+1w1XBUsRI7WlbEEJIi0DRhHvaEnmcXTisgo4dvly5U59RXHUgx6C0MaqVZBaYWRNPB4PaR2mVPHwnSdliOKberbGVw8eZafeWKupHkkSwJrY4GIUKbpI6L42G9YEDut16ahpX2v9/M2cli4pVeVSWnfags7TnAnhNxSdwUVGUgW1XWQLgJsAvvwqcm741FaVu01dB9ykWr9fkxz4w1vvOkKWVGzwNQGYarzLr2+PPXVf+55JMA01riaLBcpk0S+s1C4wJg1klSXwXW22BYYfMPREtcK250Bwp/+e48H/vRKPjG6mlPU+s/vMg3ebLPnVN6+aUbq9w7s+E+XydQeAC6WScxjezIhDFabcoSP8kaILaFCOD2HS97W7Hb/98PGL+b5OWR2TJRPA/o/my/VSIcHd3i05Xrty5dh/eRbGa7d95c20RCg5BXhtA4QRcJXC7j28e54W2nymSAbayCTYoLE/GDx9/wgQQkxwySpRM0srWJEuC+rcaupMB/nqOr2zCVZhN8uKYSoNAHCgSQdKkl3x7XlwRGQqxvxMrQqXaoXRbFoaMWengbsGDZGK1BdXS5m0SSv9+ybXd8JdJrJlkdDVOIjC0rztyBceRDiQ1REIflARrpQ8uDM5D9lP4fXLKaillY8JY3TtTp2FFSRZQtZz2J52y7UNtjVgrrf3NyoZuVhXJQlQYIOZwWEr0tk+fM/O5ec3ejqD1IF21OKshQtWnm3FcplTZgHyhrN59NZmpZrgDHslh0Lr2OxGIsHjXTZ9H2j+XT37JSOq5VQTJ4V5oBlS25ubq2wuvlYtcdw+m7lcFIv6lvsMGpjOlhMyADT1abRdkn3tyrzoghghRU2w/tPDffou7a14V5O7GCrWbssfbTUgol6AbTRXLkh8QwRKDl9ZFFRT7HAPnnFa3/3f8yiuBO5uLr8ZMO9xXPsR13UUALpt67czbKPkUgTGYoCSlIUufbnNUQYEFKf5OsfwNZhQ15MG7b7nY6OrwAoMAkqrrb8osCFrPciGQtXVtXTiECPuPOpaqqx/TLVVV9SyU4ZXeV0DOPzYjkcqz11lxx7xnp0LlRvZ7WI5r/owGLJa9Xhpm3Z6NXaPMze6stuu/aBsRGsInGRph8BnRDhRivVLBguhPxzk/BqnYO8HzcwT7vxra7UpsExrK0ILPOiT82lg6X2wLoUveDwf24PbUnCy4RDMbKREHIWcnChUcL8TvXg7fahVWpSBMI3YWZ6XgHqpZENQhhfjEtYRJANtOlwng7W8RIGNhaLoh7GS8GouX3j0sTPCrpm+Jscv/6eFm2gkTbiwK5aAu1vDQ3vM+Rsin0ypyVxgsGdXl1NN5GY2NqoFVtQ6+aIMSFVNi75Ka5VbdaW8ZAWZGpJYd3uCw+31LG7wko1svizCMoPliul0rNhsBlNszVnLFi0ii2U9HpDTgvNGFiE452ScxFgbJDME9MR3DYlfIk/d4Y/E0+Vs7HoxNzEl7uiHJ2hZL1O36jYXLCzhopVsqEJV9YHZMNBjApqOAjP91itUMxRK7A1giVA9c3ORgdp/dMXdQh2ri0/Z/xZ7hmg+89rLLf6Ecp6hFqLQbsdaGkFLNC/p79BxcZn5uYS24dodkCkGYrQR07eLy3x+46U4YHBodGUb6djKFOvxpb5WG9VmbdqKLE+ojRxFSKjeimzV6D9eLe1qV2z91u1kkTcABj25PN8Y3tN79IZ17MbOy9bBtfEL7UsbfdaTugNPHmmHrro093YVnv4zbsq9pK59UQFvx3JASADfzKhnOgwhlT9MCPnkJuIe2Azliwpr39FRqcvNO7rZlOzYBSyNFY2hUpM78PLkzb0+UDAqa3kgb2AaGv3vrsx8bbebA3Sirl5lBZhXg10Ws99wdUV1W3o311cyOrSod3tShjYmRyYy6Q+ZooPII8DgkMlVyPqhorCkwhijiDADgkahmERyiAAkwDZRAvzGQHmH0UAsaMt+twyGFV25dxe2+YOtnX/Y/W5lu7q48gjpfA8iRo7at2hPYTquDRi8T+x1NlAAbDQKVQ0hjo9tX/134cBDJw2de4y0Zva3s/17UHXAyps10qUocTPS7HMAD+8Gm5xdZvgPf9xqagAH796zcGEpmmXZHTR3FRgfCO5wmkoLxd40CNgBqqliWNUVSqVuLdwsrX2aEz5zx/7DmvRfr6DX2VKPbP3xvrbLOD46WaIrIY6R7WbHEazPR9qqMMzmUtFSbXUl3oIDYoO9medQHdgQAZuPoONkMthk1CUn/7TW3m9qe2SHvQb+5Re3taq2Nsp2DYLImlgtpF0s2BQwXVuJlxkoCJs+2YSSiAaaDR9qDv6imIZAQq2yuA0W10EAACCc+Fvikd1MNexqrAbJ1eWNqhbEVYLEW7diOpqZeSne1aKAAa3aYDFaFf77L88DAICDGkufdWbh1jbUSIUjXB3TB3RRXrjHRoKruWvz0qOHHPAGcn5djDtgfVmnJcmgHiTtJn2fDcd9G6El2J1y5pXKSqnwbLW6DNBKC0LIiMOmSEpdWINqWcLnE69mjcRh/cBwcvScs18T6qgXp8s0D+Yvs489Y3eVK3MTcLNeVSgQBdUoCEocuwBibgTu88o8DgOpGmOUoTpt0AICIbz3IoQPaKR/2n/4jmfUrxZ6HxHX7BOldoCELkRrhZ3NnUClNnqp7sElrMjwFNPcrw3fXNOCOuTIvvsyufG5fJzj77N5O9PxsaypLk8GCJUGtSeOtK/YbZQGsewyXXr9ckevDaNBTOQ3syU3iSpAFWL4scuZvXtrTmfxFZCejxgAJ2bYYc5/MNf21pHgOtD0OiKZkTS3mZShP06XDKi6Gob37tcvlWo+H9CCqZeQgp4CtgCA5IVtCKzQkNehDu9Vkd8GXgWO5iLiHjO8r4w1zTBL9czat36ycODe5VMnpVUZ/fb/3fmJrW92T+NFsOHCVRtmLJWNWQXh5BRQuwkY8hLcRWA7Wk1tQwOvL5BFYYwYXxDwQLWfxNZnGH0hXTYRudTapjq+KBfX44M6ni6U8w4BLlHXGQWSgH/9grwEAnOjjQe6OYsf/PebcgOy2br3Wne56HMX7DFLurDdC38s1Ptldd60HY49CXse/2f24/HW8Ft+3Pgb7+4vHB4+v28BfVJvHmOAZ6t8nVa6vbTNI2dzIuMHI+OLn/7m46lLa/iu3b5pZq9d++r0engzdnKf+6W3N88cRH9zPXNXv/l2gn1koCdMNah8qdlk1MH1AtKG3jMytllOQXKcEqp6utVuPKzjejyGFW3hrTmqfcA7uIO6EeHlMicYoDoMHBoE7aL6/BU1woO0KLS+PIfgwPxqwae3txtP759PZQ4dG97Y1GlOeKz1iZVw6sDIzgvnonWqWOYMlhZyz27j+7fiNWgT/nQntlYrvb64ibkhBMLsGhzU6Q43YQVuIjFbuqSyfa6EPYt1t3X8aUa/SxR1JccDJDxT+sXvr5t4FNs1ePr+7ui7k/NvrCwx+jN9bo62XQAm0BwqawVXq79ll0VN3J5Jg0ZZexBhWRD8ZFb4ektAt5hYwvCswD6iR3SS5T9HwUBXdQdOX6rwDp29Z9CNGmvVZMbf4zn38mwOpNoNxvlinuMVEwbRdbjla4FqolavZ6i0R2bamnrlAyT885/O9h5vPdluUP3t7gAXXTdv02scigXAzFgMRTQoxkDDWhzSq78piy0U28dvIBDo7G3rM7JrYbXHT6olZJi1husls87k8fZ2EraQxd0kI/fv2wuYDSsgEK8p5aVR0IjSPa6n0ZPnpfEYLugk9IGefWquBvgJcHQDhZBOhzmVzDksbnqp2DDiR/qtuVtQgGDfOOj/+C9ubPuxgE9OKm7jjdXDD3eurmuCwXbNXW21X40mhe3ux0+UXgULS2mmRQQ0rLQCwHQDaW+jgU0QpMdu3tiN78xEVPungHWObV8XuGbj2bNIZl7dSZqs/Y3tnCpzdImHBVUpIiAqmYJB/WKjEDTTFM1tlEgQEdiibGbRk58fRj45smBtkKG51oc6LyGx6p//Axh7M3pkGjFtbFdyMAYR7c7oeIyv081HdqhmQXdIs/R6Rfkg+5EpA8uY36K5mgl/JKN+JB2T1TafxzUUfH2LGOo0L67xek3Mvdu+uClzxaxWze0KirGUWqDlx/3EaCYzZHVEcltWM78G2JCqzcyIORDwt7q4vDnD0As/ypEM+qUXt5h1+q4dpmJVhDZqUU5pswDvNAAYBRcMaoABSnogEVIDLrn7fszxzcO/5XbLG8IxIlOqxBYmWVpv805Q+R6p9kUaHv0/yySj35fa6NO/ckH3mSEOnFPAtHw9Cd+AgEdbFLSqrgp0n1/79rbRbNL++lYlJK0KYi0glPVwHa32FpJUzcKCXIREoM1l05PPjBz+m0MbF6+VqZLXTwV1ZG41w4KGwvX6RkTZ2Yv9eAySh8nT7eX/GM1iYODbD57xNBqfDE78o/f/Pmnl4hM/80D3cUTO72t5cuK/j3vurTUwRIQujnVeTd42wsJxLnBVzf/Ry48aFN/ujr9cWwJ9Vq6iOdllevVXEx4A6XuImltMF27jTaSjIq+GknDDKE/E5Q2EOSi4ZFqtpGNbJn6v2TAbK9g0+ns+cYJNKclUHTAITqOlf3inoZGeWSr+9dXoya66RZZ37mS+8q7Y14JEi8rZPvdYkkmz6MpmTgdgbU6JzCrTlzeR5X+b3PGbE7p607UK31ul0zvbmdennHv1m28RdtxrHOmbHLthMltdOrZ5t+n/RJh9aL+1WEpdoxu4GX1wr4ahtALcgLjSJgOGq5BE2UQ1tlQRNmyh07v7nv6o/YuHxZ36ESb869mIRgU6Dzqa93rSEmnNZGCCBY9ZLVv4bK7RVbIfV0nL1irgwuz/8RphtnPf+2pQqdUAkZbrBkh8UvYPo0KlUP8fVsqLte929VdanMXR4tLyehwRCbulVWM63hO4cL4y6OS//+KUu1ZHIPA6n2VBYGjo1Of/9Yn/+b8XtyeXFRQfZCn/IJa5misQ8LLLc+AIZm0kX1zJdaoKTdmgotyuVVNJJkHJsF7jRMH79NJOL6JiQJsGOdjqg6PRR1T4Ronk69Q9up6JmdQDsjIr51tIi1FmQMuQ5q4dgdni9pJaJ32MhhXia+x6VgfXxpOVfVxZ0zn0GPVQvp4B/KWuo7YMbMomJ4tFWpLycaVk9rSVk/TtMjuw17QyGrXgvo4BX39P46Pvn5xj3/ggsZFxj7QM7wmjruICIqTrymLdo+LEgQfAjaAQXcb3uAQrbaKEhhXEVD/UZZBurkLtBF/NXHv+57a+PZXz8J1DrZgbG+r35VJZ2arZFgS6WgEYtSCAei3c6tDfBWu0u3fr6ZRDRS+Mrld0ICuLNkp2Nak7vtrZ2H3w5bFGr05db+kZS8qHBJMsPEiZnsEf/rO+63L+wjWzASlfL7SQEPT0od7uTmiOqtfpPQcdYh6Z5hRXIw9VahZEbXIDOR57SIM2+tzzOfjsGX0imRW3M1y/uRoukzWhUChVedaOQu2k6RMm5M9pKq8QuQkFQKX771FjJa5elEKjKr7LWJ4uNMYLWk1dDUVIn16zTh3pVfJ5CkGREs4bcfSGIuVERMvLbFX1tgEgCQx+Fm/7UlfB3PdaCGtFGJ5R9OuLa0yjZB0oXBXBMKffr3ShYEs+XNGaXS0tK++nzk2AH9/rZbg4bESOOXnNGnA5oiIoCqryR1F6oKWVtdgrG9Z06poo04LG+Ogp/410EZJDQBjRBIT8dvWJz585cXwwfHNFF+ho19LJ4vbE7QrS3OygwuYm6et7hUIKcWNQKsGvrahDJ8VE56pv1vPIqY+/4zjUvLIy3gj8VrnzWR+6mklnC41LnDXBq1fr1z4pD3TS4rEne1delZflWhZHvtfQpRtQ27Xq/a34jVYUXRU/SDGDTWgW3vP6i1v9LnBPB35hImIO2DfeHT95uPv8dOir/V2R7QQgGC1ag2iDKzSdrjL9+/fVADAyMynbWgd13Vav0xy5ulWM2m1CT6fLqOXGSyKupx9ySPf2WV4aRbqNntEbG4O74eFOtZoCVvIqZVZlDkCW5+t75pLpeeHkUyOzKuFRM3APqJZVa7LJc8hXXSnb3GiZSh/ZLW20uDymEejS27TAMcO9fBXU3Fh0PXxIqrqtZMMi80UwSq3nMtqalVfXYwvkv4+uQNotshf5+xuUkN3bnIiul1fHgMR0yTqAjrQH/hBB6hMxQVBVq5KWG3drqQkUeODzRtPI3awIhMBmX0dJnY96HQaJLY7YDIoTLwuNjcjC92xdYYEcbtHnxm5G1AYsgZ8PdkSK8vgVeX8z99at9C6ddVyskChAGMxHD/a5dwxx5cruo62Z30Qgax0M+AIcZRgC1Exxe7ykk/VFC9I9qDnmM6sQcTMl3AgX2/Vq0Q4aK/URDbSvxyImlEWLYTtbbDndXuqGzaGNYGJtOi+sENTTrLkEN1pAuNeSADmkJlosYURzQI/0OWeTJiMTnQ1vmQ1CPkmbHWqslNEDfLj9yFAl3xGA3wtrsuGQs1nu8TuuTKUVVDkAO5yS6nV7MpMV4+FGe18isqJiLn/XsOzotBPuEXcBbLyUN3Od1L6O4SDo9Srjvyj7D/ZWnF0l+Zp7x05gsaDmix4D1eixU4u0pq+LyqZQri6hJF2qZl9dT13E2v943LS4DFU0nYjRFquN6VEWFe59Qm0A+LlRZD6W7YXmDwcNtq7y3gO2y0VRuICWUtU9Lb5R1HHzuXjvEf9mDqz9KW3vGP7gMotpWP0yxrd9Jbv8JPTYi9XVn59qQyV3qxYkD9lbau5VwdK9cmNJysTazShEeFRraIdPl6jjhwZNiqctNrawe8QzvxJNVcTuFm0oxpS3mUI6Zzchn+o18iT83Jw0mip/2mybbtcbUkZTxaC/iA3obJNlXo5X3Qd2cNfp2lamt6c8mmnwDtZTl6uQnKY0PT52ljeYEtSyCPTbJJMHbjID/feTVYNUvXP/VgIb/YBpHzYBVHVqbCvp1mlZQ2HebMmKjh8c1L2SCJwPgIq6UJsjpm42MvSalZDaut0kk59SZzdz0QZjIFSdRBAAv4lJc8nsseP+Bz1VoCKFaexIcOfSHMsyCVxSALgY36TabU2mvf3xC1mtpZ7SVi68QQ3c3asZSkYLJcRkrfGmekRVGxWDKnxxr0V5SI84shdfff6rEFS6IG5hf4mze4tYSgT2EGnOwydnkkCemfoD+sii8odPuHe2fNahRvndnU0divNoce12hrqCtc9ywPtzCz0KdQD3uD32j6hpmGMoY1uWtP7LT6/fdzxQm811e5xTtxi3146L/CJj36UH0wQFh2vLkMyqGqvT/+7q5t02WnZD7pNeXINDccjNIxqnXawRW/mcVa/wJb5jl3d8WsQhix/V3XHGyoS4sWW4XoX1BtFaAwLtALJf07f/yq1vbIFNuzWx7HBFe2AtEuzA1tt8ndV8nitcsCC3uEjR9UxLxHWsfrWqfHw/Ga/Cl1YlhJCO3i1WtXtM6qZeW+PqVkWn0emrdEyTzpYoXUX1aTpyP3nqh0/tHaCfOC1nsyv18oG7Mfi0R9+pvPKD7AFEd/hBVyKho7e5MVW+3d4cV+LuuuZk9AXEMYD0AZAzsDrNdg84dHQR5Qq3cmA4W/46Bpm0cAHlJl689H7dkAEaXUib7dheZSs9fT57fnOW18LJosKqIEFadzz91cnRmw5mbjKUMxRVqDtAzdxE7P1xrWEHtl1eB2mA0clSco6P85KOy4QCNjoZPQRrl2piVlHPNhFIC5iSuCTFi1r2u4/X/7UYunF339BbW4djlW5MXRYal1WiS2z5oqHy0xx/qNtaMHTAGf0Nfte2pIOr0VA+CtiVwhRAuFtIo8jI9aKKMTQb86IUhoOTjaODXrcefX4hPMDBZsXI1ijW2feIaHWf2pPbWhOs9ZOdpKZdbegJvf21oLQ2bZjwf8FT/a1U+csV41l9+vdby3oX0w8b07FOZ8CgeBivOUWrkJU1CAKdMulsGnNALTFxbJgXGrFSAaknqwf03o3CUmuXJhViNmlAKnOHDwLyEHDpskwA7IhF2V6PU3HwaFrN9sApOyRYm/tOP3CtKCQvUagNt4br/M3yyC7zsG/uhfNFzaMYPamgwUPIlWmp+zOGTGz+Tis3uzxQFJciQmi72GXTYo58fzuejAOQrp5QOoMPH7n57NuYPnD9hVuf6LStzssLNzd37UVCZXUlKlgbyFN9th0GaaJgzYVy3+iVpaLu8kL1Rq6Ggi2fMAZH63VjjW3nwWIDgTKB9fEPul2NXM1UK8umFU0FEG7lcIdLk8pjbKYU6MMOYpJnvxH+ZsCyyW3gvowiwDe0WyxeJmHtev1CeuuOVvf1jVAFaILf3ep6/mPSSr4xKtWO0uHMuLI3VeUz1KkB5jeht59nO2Ggw+sJejhCYNYI5dY2W8YgnuWXjaWdCt3g2ZOW/v14Jl0qCA7JmkiUcIMWwTN14I7jXZ+6Syvy1nd/thxbSB/f6QwVZq+uKcFq+TxH9OkomCEtZi7Y717nmvWjYVUSj1qKDyvLNz2Oc8lQz05pKhI+wlFFw0ETXUsr2yS48m77H0R6ZfpL+bY92cjSfElnf3Gi/C8+CiWqf9ZnXii7e1o69y0sLOqU9jpjEH0pMw0mottm7PAz7VikrLXImNspKhWNGXl3IWnFlFWKXmvIsqIOei36Dtfl7Zx2LfGiTiSbgef+svbUmZ7PHwsIIE2XbmPuuM8GxGpYUTW9MZm+PC91NQN8HNJBZb6OYnXTmV1MZFvWGOGlnIx8+ZHA4huvnmqBfvbjHPbIt5D/YP3h4MeeJJctb9om/7p7a2qb4yYxoLCz+13F2/KkWlgOV6qscvQ4UcswSxues20Nf0AXgSSXTh8ppGQYpeEc0efvjTdaTOXQhmdfyxyMMF+4pOiL5qBHKtfnvxZr1QEHO4EllfroZVBBdQqgQgRKKfVCWv8e2hL74ctHHkj6e3HEZrO7Oh07MD5i4RZKGES0IIi7JZBEbd5K41WqnFJ0/x5wLqv41Ef5HnNsictTgNImmPIksa+/bW42XphIkMeaQm+PQpk4jjrETsRH671SzddVWChx7Q5gCYDjG+xJO6pYkelSvX+RrRqhsRpLqUpfm4WGFCJXn61CBkhuNDSLpBp2ckx3yL4iXlQN8lSDrwoJOXkQcF+h2DN6Y4yy3Jy6wLjcGxRiYBTnkLZWdcllMxl0ilQ0XVOaD/QkuLwuFFMRvU9j6DBpu6xqqgp+iq5cBe11xHxGwH1ZX6Qie3SFJiMrlWXukEbxF9aCT4cBt57Xf0ZF1uJF/cmdDs/p0HvvvD/1gfMPT+QwJ76VZfe1Si4HXopgBhk7uav84qanu2QIaiofNXi3vctNhi7lxU4tQNlv3PdnAhe0Vx9Z+vb7jn4e3Y9hnRy3BONZBXHzA23AoXlofAWiF6TPJuRzHUQCJT8y6bBszYB6rJPrCclMZqQVnFveXC0G9JLA6HqzNY3B0rVR0w901TFNU0/kGbkQvQLmFp2ng4nRtZaD1pkUHWz2zYRyPfs9o3Pzml6EWs6Y7bq0o5a4krl3kBiNNsp54AEffrrNVDZBMyzqkoXjLt18rLaSNNv1ur8V6L+yhdRga1nN//PZ6i+es8xuf3aZP6QIyVBlBcfsslrKVBh/0MKXigomI7Rwx0ME0YZbB/kbL0nOrIZltdlt0IiTiYQqabIWQDdFSR1a8tYF2kN2qUed/X8XzK5TiT+EBp7eG/7ovSxRc3P6pOqHX0/JVFWC8JZPtKkziXxFH7LRlXK1z0OginFJzIcpfvFmfreOOV9n3WqZ5+vQOsVgOCkpm2wNANBuR9sffrXuSdLEIctQk2N2lYjOkAFtfIUGOkBebMANE66wzqWPGnZNyI+adge6wNHJT+lqe5Lvl+SV0ZllTNvxCIr+gY5JcDSBJCi9lOfG73C1YI/tyKHrnf/vzs3/LpSWC3ODvd/Zrgzs9bx2bvVTcewRwHFaD/xdLIkbUavOAuq4yPnlo4+MzCWFgaDu1q2U3qxy0TTDSywLS15z30ELnzOJYoGO8pbeSmMlWSmKJV5GnMY3LoNPfu5LjkQRVS2rVG01UhF4glmXtKDSRgAtYLnbotnhgK5iYsAjTqWYOAVWC3JZABFAXrB840zvzXOH83OB849Nv+960PWtQGfrjauvOIrpd0Py8wDib7djzr/133LE0cUC0Uy6JNt8OJdotD+5t8EjxsVCT7Avu5GSSIEUYdbTU4MgrUpAQNxgdlYKuVCWPnTCVld2LV9dhSDm0FNofZdh5nuMwCm9O2wzaxmOBns1x/7cRZi6a1kUfWxaA//igzcOtxuVhcCQjbArGanbBITA6eSePiuP4CKfqaJ2AtIdhdy6ZteJNtsLL25OqckSwLvx5gfvuve1dAnuiRnsR0tVympsKrnMjcSclouwm1JSh9bt6ZjZ4VwRQNVuARMIopyrirqyLEPABCPgKsDLgN2EQqCysg34ZGxQz8YOaneRyGzE0ui3YH+ORzWk0ixiIoTNgSqrUwE0DzkOc/GLGj8CpYurS0hgqW4cMqtdTXutgLIvjka0W80SVKmv0D077Tm1aBKA1WXmzt1uLZzvSCcbXD0C4I+QndX6PUEF7zK5GtPToLaodKP664bJ9qObpP9lRIkL5FOMZ0TbMKzTW9XO1k9+ttXrWJtreIImqY30+DNuoHj73WjvF/ZwAIqL2+wxyFukcaQF6oLYoqAAiK7FoFndCGrA2ymcfeg9bj3DHAT6P9UJ5BKVMcAa4Ao9QMYJ8gl4RVa2VNBXVocXxBYdtwZFlrOMybJr0eOzT80TbQOp//y5e08/4DcpP0+yx4/aqiI7k+77fKywQFvaGzt0+Luwrm23WA/PWCzuOUegML28sdsGL8fHSIE7NzX8VPeyIO+0ANNLNVISVyqItgB8f6euubnpUpUz5gong5oyJMbGi+3d7mFt5VKIYfnqERDBDUttj8npCERRbg32dwfN7M3Bdml6U8fktYJc4YSWIcXskLxmKbdDNf7a6pLp+iJkdgbK83azDSlQbJStoJKBoEDSAG9SZabIV4Sg/s42/Ac3t04Et95e2LE3kH37UhJoBHBLtmHHanp+O3K2t/mOp12xi/GGaOJR4qQPCCvGv8xkNjGIr9l1enY7u32yWbrTqF8UADjDsaoqiOw6wAIgYCUszoDe2+/fYqJr76TyxWqR2GgK6sZvgF0GYKFB6fWYY3VTQ/qP39XsUaoaS5vWMQAXcgHtumdFKaqqE/Q/c/qRYl2amLl49kxzF+SZPs+dxvc99dVvd7O6ZPLI5IRCNsd/+ZnVye2an9BfD0O8yr4fbJmM5I5y9YcCHkllXgxTBKDs7fWNTm1195vWo9uYuVAOEauiBBp0vuFWEQWSa42+Jm7NhGlUOp9nNXqosEwpyRq4BvQ80s+X5/OrGzEeaHe6OwyeUJKqtQkBVrmjB+wO6Pi6dWKivC3CK3OM0Qx0GdW3ysAX+q3IjXv8UX7Q8eHkO6Hl2SjwIyz1Yuk/NzXty9zyTRmsBjuUBqH+6L8Wy0M5/2iuy2otGOPP37AY3c33Gq2Tc5TiCj50b34ljeNMxWvHHVIPixijQEqx7qjkZkCwZIW6EEO0ysbtTOu/tZMSHP8ghr5UzvKOrha1kU1ztDqAa386UuoWsxUSGFvXfdHThfed+eJs9N2TBptjjCva9AZjRQENI3d3ux2hpXl/YnI+r/bChqEe/GpJc6el5Ieo3zbouzo71rIYHhRa1cLl1+dPP+FV9ZpYMonZKWVdLFYk8/f7Wvc2NV6YE7XG/WpBU8+IGgGB1SFFVnggiwBDIBAnAB8KqRZcn6/mdFai2fxhXFh5v/EOACpaovuOtiNitjYPJCarqRoA4BADVBaAVZ+EEC2leiy6bFbsVZt5f2c2EsMi9ZHPPzPc1TSxfnXSX6l8dK2aT5UiHS17OsqbZZvRS2SWUYXDyyRkcnwHFS+l4Z8o/32X7fTfU7vTxHEzs+JeqYPqns78oYsF6KIDQH+K/NHuSOOlYyjfL2xWDb7mfp9VgUszEeH8ZuSOJskmozaydVfrzVfmKFUghvdEfzXX8YSu0MjkyhS229VGqGW7mrDp3e17a1c39iKmrWtVrWyraYylpc3sN9jFfmB+DtCZRdau+7cDx5LA7cRH4sPNUHdjbQspJlbyAKezfub++BglqAP6qlatbpRtYVOKz+NGOF9MT2znN9gMV1j7DeEdOXBtLsY1kB1WY/I27BrsoK7zAbdt+7VEz46dxblibX6TxqXtKuhUgQdLzM6DsAx731uWd9htAad8azLfbQf7D5viq7l10NNq5CXVj8tSciN29XfA1GO6dxVQn1c0Y7ePN2Ud5pqUZ99XJe2QTnpM2z6mhkIy0YKjyZS2S1k5B1BQvbAlmCuEC3Kvw7x2zZbz98rnxgy7TNWYYCRy+d9kwQEr81G4ub+7mt+Ors4GzxzeWmoMHG+PPPvszt0GAGX+8MqWW7Xu7PMfG3Kff642rYDtPZ13KpU1rv77NRoG6K8vGL1g6h5RvY1rQjwnwoAKAToVeOiekfPctvpS7dNPe51t6YshH74JXHp/uqfd9c6CvK8ZHAlICVeAXJfy14pmT5vrjL3qxkkI1sPAJ7r152K2L9/7b9/667/g1uLJLx9bahyAu+7838+HOgEdifmkcNLbaFRj+tsRNmbksxupr7sLMFA9aSDzZGcdzLzAmiJbyd+e6mJVZToRUps9Bhlbub3V1MstXgNo0N7ydw+hHti9kmpubZvRV7MbMWujzlMsPF4ydZFuF5xJK622oSfvlD/6mx939HiajrbyCiZlivaAyjKp1kJdRAyVDHBzg/GPBIfpgo0j07T8RogdNIMttgaS0vgXAfHnBxuaMXBEBa7WjYRv918kpPC5puo+XS1+1mBrBv76arhzlPjOKfLVMrcQsh8b4RsxYLoUMTgPtrWIU4vGXWIy3vWodjcMFrbxmWQjVJSElZoZ1yhdHA+waVpMwSsiHRZVpmi260puDIkoS9t1u5587pu9LaVQbil9yWyUIzk/gE8mFt/PLK2T8r35vt+cNle25M5KFHUavCMtdaAFB7QVuOai0naNSJsIICaP3gyzfKETMpzClMAe1y+fvexyIQBumJ5M7OsIYPE0VivquoLVHwcqQ3Lo01O+W7q9jx+R+x14cV6fzujNNMSpCg6ZQaDEKBYvVivpxLIIWDV+SJgJKTXKcuhrrlQoCQ2Rm7+Y0x+0rdKIZghwx8F8jj/uYFOQfjubesiiikXELStAO7FybRR0N+msWot+15DbltMXqUuvhpxWg0tfCWe77I0qAfT4KU2Gub2gmNDmTqC6zRe/qizVgK1AaSgG2imwDMLrCH/Svnx36WvwZhewR+TmTqrRFfCKMEwqqw0i42MjT/R7Xhtfbnqk49YrKeWjaWpHm+E0CeqTDg0FWS0tiGdbno2Tdf2lLTzYZFES/GZW6Giu5JMG+KrqU0N6WF4C3ts1FvAZ5hfV9u9Adg7NvC5Ue7zqngPz/m/8+9s/6LdOaIIUWMt3Ywpv0kDT+cLFv4JFrPf/PRA6n+7paR1OS1dmVnX1NchnLVzbsDjC9ZyZXVHEfgu4muv5pD/0XgGHayUrQV/I1PwECjFJVyR2lcIN6JWU9PFmw1FCLskQxEOZqnpYm3PSpXLe81C7OU/FE4WKs1dSNrZLgknEnIuVpO9pfPjvtT8RXOAdgLh/2FEuPywx2cHGRxTc6NLr/une/vZuqvn7h7/HZEd5xg+kWoGVlwHXnSpfVibrSJ/bStLhqpxBJ2DT6R4kDiuFiuNsU/ZC0ekwaEyyuZKdzyRMfccS6xKWSCofrBrNvCiVri8ryCDeMdSJGgPXb2W5gPlhUmDr6qWsYzLNDnngeq7mlxXRYvljPWvAKJ0EdJn0mwDfvqubCjO9GjV4xPfa7za9vRoiunR+ujTUZao1qkcDBMJzz48L97aAZ4+6DRxSpbLyS+uMt5sqWPLFY7l88l5n9qm3vtilax1o3re+2U1VICi5/H7dhg7xjmQkxlHmGGMQVSONjEadO0EtRHpfzq08HNAH0zclC+E3m34ZrX+wbb+aCeMGc+iDtU/cGYyf6nr1lRm7v2P3p094LbhHENQDD3PLE0M9QKWpJ7sZ32AFvlJhVisOCOp2ExZb7IW/3xx59IDGZYNBN6orr+Zrm2sboVC1jMFGkcIDYv8RubBSG10HmodJU6H6+bPOZhXp6sEQyUY3FgrUAwDwsgqkEAK4T1O6n3N40sH/aAFzbCyBnk/te7zrNorp37+h3+0FhoYyf5gikDzeNnhQWU+RjaDdVM96PxZ0PHXE8Kff3iwQVbJBq5ksLNRVgaUgMslgPFXFMiTH89kGxs/XAUD0Y02P7XJm6vUuUW/CnVfKxgGwbCvSN8sQCxEWMwuI8MbKVObUU++vT/i3JAjSfPzBmkIITqA1se7s7NUF2czlOry3SUyU5JpOu9OouV216zVpjsuFIpzXhCup0iRVlkvZBuggD+8OrmUtN6jpUY2maE9+s3L2bntZVA0kUrUSelGGZThNiooC4rRA2gGjBhVJmSpyDqvDOuBpe8Sxcb7IaEmOsMxkHVJ2w6oyJbelu5MrfACSfshl1o5VsaTQMIPs2NIGQrrklQXSbDRuTEsHjzSW5eXRbLyQQyH9QIsjX1R0BACVGrdTEK1WW3heprtbzY0/QKQInDhFDEWkNV7D6qCWhuVxXejq+/GOZNHU3ENE/sB5B3NKvDRVizgNDfoWBw7gPX7f5oWU6+Te2BuZzOVJy3HP1EdLiA9B7Yqrmm5oCeBwT+zCttapo0z9qSnMdIffWM9Q8/ze05r1N6m2w77VsLI8JoJyVf8a6Bzn8TiqfSGwejkDGaKFZWrWbvqvtmHlxXNPOfFYXiV6mz5Ib5hIdPm//8392UMLl3Qpm89hbSLrE3TAVloZVfSMsJUCPbpcmdCqbHG2ws9vcH2+xvllguL1GaBSBTJrtK7G9+m0ToP2EaM6vyW7zIyCd3bwdGBPLUN63RsMxZhNKGnSlwoVqM8oTYBVWxW+ohepozZeECD0DrEZ+cXPfrLnRbDLoS60An+cldTjHmL4wXUp8UBRvCsBfJQAfvgzUGpSeaMFYfosq1zMxcxsqG09LnM9q6ANKlqlZ0qtZ06uvjZrNeHkrZpS2tw0qjjGEBJYSIYPDxREWLc4DeUVOyjnpBSg7ChOblUhXtfjseO+tg9WY9ls5X4bOlfFihoL7NFFC5F+I5ISwSMdlpyk3wlwYkWqMEVh6PRsOH3wLu2592bhCvTEfss7N8sQrfAiDUiqV2vcRboTYzmwjrhgdhX2WzWUcbjVa5c//ob4Z1vdWCoF9URKY1iPllk1rUK24lZTB0wSRk1uKxmKkNo80Y4TNK+dzrb3eHOv5SbCivHfNY25lHlS4mGROSSUrnFIXqPuviNAdYHjL6R2HTvm3X3E5jLKsIvrt2uTlPkUAKyHytmS3kcGVazYgLJVsNiQlIqqpum7OszdCEVzpD0USZYrlNjQYoQFxiUDVFPULoZ57iLR6rPfuaf6i2sVlVd3M6w2qD+9A0F6QbJin71pTR8+CiC3ZB0o/jN7ZjqV/X/gRMbuTuxL6r79TPajut5vzWAs+nLEGr784O+/tTA7xby0VjrScaRCylrbUZBLJK6vRPTvTf81Xagdb7aO51P9dXq+IBiNFlIH0JSFr1VERjR37yAp3qWr49HV5r6m+0/43/nEtHun93N7sh8tyi/l5R0eJi/Di8XaZ8zQkaPkJEC1HtRUKhTi6Hx2FVAvnbtnj6+ucnd8+yExxNEvjD91zHqVQGOZ5SaSA2FlO0ed0ooMiLv8TFKLyvV8us50QZjlw5nF96QMZNIb8DVHhzlV+OAl/uF7dbwGlgtxFyLOoRacYN18LW4FHC6hhliKFYi3qYOHvbee27j+t1V2WyoF9Kpk9M3GP/n/iFvv+67PNfK00K9RP/cFKXTTS13COL24xGzvbvUvh7cPPfrMwJEd59988drsVdHiIQcR7o8rHK+uUwMql3KANtMe0yvpQpWt3Sf5cjC/4Wo+ao0yK+iS/iOy4exFd14p4fvdc7GmeeeA555hzwIEHcO07JoMahcJYJtJ1sWyMB9NHvjU0K0rqcN3dYb/9n47HsW/cr5azZp3KrkRsgjoG27hbGDHBe8aatG1udvem2MVSTnitl7ImFU4YADGKryDZ1M8VTgxALT8Fni3DOzbQxK/v7W9bHLpX9vs0SB7D05/aAcSqHT/0eLLc//S2fQVbfZPOeaezq7pF2+5Pc2lePzQ0QfOv7XqPQYBt25T2kFsdpTHLGDdJahi4a01ROdgpzK4jGjbZH6jQlQFmww1e3Rn3YAbxVM0b3RiAb0jkcldlrFPcupcNXfvQYd4GyXcWnHTGGD59cVGCyqpmrL+n4GV3eZRRsKput1utw8iTaokrQDwLNBchHixXoz8t5Le7Hhf0caB0wDxnkKO1mqGnxzJfFsLiWVEWlVEugbgegwup9JUskLeYd948WWV4VWhbYuOw7RC8kYtoWX5KwaUvz4rt3QKx5/ZR6TSBw8dWLu1eWV0nhNtj/a4TZ0HJrcon5U5fJz53wsWotOwkyA2YiEjgtYcOqTI1Y73hV+e3f/EPVdfvfq9rxxcvRKnCO7HLxf+5bPQTET3m+cXD7VW7YrlAgJUcP6lVkdhKu43KUP9rhpnd9zXBby+sP3iUnKPHznku/QaGND7tgVwJTVJkAEnk6coQ3yldoHdKxMRLUQvJytSw6b2Ym5FLCQ3t8v5J3Fjq6LLcOUJmfpvRz1hILNWfTkWKVUE7bzuUQsYevA0QloNvh4pXxge8QcGWw7sAP68saUklIoPxGsqh5bV5jJA2aIxLVpOnxqx2i26P7w6cfZod9tAT09nX48YFSoQN6IikhgpOSdK+P2dni5L+gvfLJEGiDLC7ya4Eks/iRGIi/izdbj865K2r9/qe/j3Hz9/gmWAv/v1C+FIsvPVFvzQjvL7ItsIalNb3Z2c+pQP2PLf/s7Lvk7b8d09mMFkWw9DLupGOTuzPP/+C7d4La8pzn8Utw50OivLlJEoi4UsWtOjHENYEWuvKb2+9DcPNAnx5J5nBvwxEPp18Y5jnoSQu3WuWtHi+y3YH1PSPT7kmbvMV2pW48dG8NwgC9pKleijVDlrbQsd01KpUMLmQMztanvs6EE9hBimy1iT2efTmNI1TaZcseOdZkKr1WAmVZOW6ya2GEBS7ap8hEQvA8gi7+qgge8fQv6nmLk6B54ahF3DmjDL2aoFKQGGcaDNBCVwPRil9XXI0qFdvbSR0+gQWmM7sVNdy1hddV2i/P3v1ZzBHd0HrHe3HkPOuP/zhQUrb/rHx13Vt956heOWEjEeJGPLS9f/+ierZ8CBk+HXp9BeAVAEkNAw5U2jl+OTPFC1Ko2KA5E/Jy+dhJ2ugm1FcFiD9jZCFbSaC8mFrN4yziSUXTu7u4uXonle9MgRy9B+0yUjEri0ECmrCkTDNNy0ih07PTycQNCElLcbfB97NLuxNX7rQpuLW82M2k/I+cjzPT2y2OfklzZ8+1pBNyTPp9ygGMpUMK2cHfH28IWVDBTb35q4Kcp0GcmQ21GLDhT7L242J02pcA3TI7m7di5SOmN1+0JJJ9MgyECWdqRNQ9BCRioD18c+wBENFVesCGxrlOMyr3WW+YWCorohBeWUgsIWZQ3fSCMcg5ghtA0RDpgsoAzUIDoWF3vaaYkgtS7f17y1BKscq7HgTM5IGJ9f7tsd7+rl55s1eShAP+sQF7/kX2e2rYxqBf4KUGg9Yrl2nT1Z5Zjr4kkeRwjb2FYmqPBXEHAeHVkE3zusPb/2q2cdRzeS4W3wspULZyCyXl1201osYK1BKJ58YQVQde0jTWAi31CQ/WecU6NrLCBxMP/wdz25aJup4obB9Pwtug5W9QyfiXGDlvpGtUvKsBUG2WVz3tyQnG6tdqBFyiYFyWMu6yElSkKKnWacPi8CFVqcmg/DCRl0OWHzo49Tv321rFZTI+3MTdngrbF2kG0D0dsM/LF2F2T1vD5bNlVznauMo15jPARbzYJjPC8VjBS/TIJUqViXqqzNpmqzmnZ7anFsau9uf8SaXjrnbmm+XDXtabbeVVvUjqdBmJjChZLgsgDSTQm+HMs9jIWxHg+el5qdXb+8klvvrpOndly8tH7o6Y61KMxpwK4Gg8RYTbvNCbDrDUBVgGCniQhv2ASmZjFOLdRazMKpg32GtuPmXW6dubH24fLsbHk+UynERZOTaxlsD7Lyq1edj30NrxQTUCLfhmDtLuLcd0BETme1gtrQ73z00NMqeUYrA4Kgvl9uHrr8Up20p1cXD1htYZvI2NzV1Q/IjTa8BPcdH7KpUg8KLf7iD/Q/WyOvpWIr5mQ1DqSqjjbPfLRgEPkBjXKrGO3tJqKriqBUev3OrXz98EGVwhpHvKrM+vcBjrXYZkimOxs1MsnPILjQIFZV7vGd1ol1/u42W9O997y52dZXDPK8Pc3RWTOAVxA8Wb9ES84+78LcUvl2ZGjQA+Jor5bfeXpINe5avT4dzq33GjSKd7Bci7fIbA3m/j9B8AEY10EYDPjt9+7u3d5L0mlvWZL3nrGdxNkhQCBhr0LhL7RQaCmFDmhpKS2jKYRAgOzhOHbivS3b2ls6Safbe757794e//dpBrK322u/X67xmgh3NmHd3++56Zq5O8vDgzta27YDsykjzMpkgY+Qss+Nu92+sTuay4HPF7hAU3c9MnviP3bf+zVjbiWUq2E4LiaMZs/owaAEY5+BFMq09qWpPS8Mla8n8jPzKCpLAKJJMgDw0fW5nX279zxw5PqVswZ+k7pJG2DSZrTwIkXQbrcfmF9cTcr1ksSPWNBJnmnO8Tjp7OnExTSXBwwXoYJDkAtZfPv+zmvj92/Mn1tjb7URT+7t+eFImh1jlTKc4Zl8TaM987VnDobO3YwO8XoyrMRFgNS1dB08Ho3dsdcLxTB0+5XrQD+2bYgsn5nfd3I/2OM8/QoOPmIy1atyw+r2mHhFbzbrUltGtAUakJalQ33Try9ZMaCS0xrxtVij2DSUdj43Kt5kIr6+D/tGdZc+bIOrsdmGHme7rUaDG05qcZuR3LjiAQx9VDmpqZouabZIdI3exFv0LGiye22GTIUuNWQe8uPqNh/qI/VsqZHJ1wGMhBriG/NFX4cycYvtaYbpotoFSXJb7A+q5c7RT/zlhebeykYCvnb/BZ+IITAv+SSgu0ADLGBahtI0lEiHcJ6x1auPX0zl/erK04h00LOw+nfYfeRO+Y7LFiHMOe8XjLkCaC4a5ZWshtRwSV8WNEgn22wwJFBSuZIqsF1+MvFOsvVZtOtEK7BQDlM+eAOWGQ53C4AH1VUbTjMWQ6TlMm21RM+chb/xTE+EMbFG/7aOYLbOzmcVq5uA9RQV4Sz+oNBoNzrruVjJNdq7cHf58DYix4nzr9x54EHv3WVlMwJ3w0oRatCq8lDTyMfbkESaz4xtdOk4xKB9UGGbQaGZzdNVchY2UXp7FWY1ueT0A5VsidFwVNYhy2nEHyoz5LHvPiTPcbWXrw5S+aEOxKkr1dy5SANPU7mSCj6gI1skswsxb7Ha7y+NUYIl0IuxJ5p8Ld2RtU37XnjxrggToUadJYWbWpPYrNpma5DTjvedaJ25RwM6d96o6fioy45ajTYSwLpt9cqCstYoljezZqBu46RNBUxsSOv0RmsTuGVP9/jtVcIh9TjhZgEMueCW7xiRzQL0392aAPR43I/mazTzWWOXID945alLFwHDdNr1pGWiCLsTc1KzMuo+VslpzV3O6i+vrxdn4b9xybuZV85GhiW8sTAjOoIawyzMbDgdPgym0qubOk2TC+aAWxdNbj78rGltMxA01Z8fIsYS8GALfPpyeIDK6rHG6aJm4vF5RMWqteEWJ4qq3/6uZdxybELZ4d4sYUO1hUKBAsJSe2tydS7B19vRYvY+NX1EpcDFGjVsX5d0TR2+I3vtvQ+m6nOhqqXd3wuZHAYmX7myGbFinVtNfTbMtGpdKzgUTPfpUH6XaQw+DHx8E919lC41KLeMN1DotgNc9QQdPcbX/1h+4P9txcpMs5068fnRD+9Ul8+QqcvvW9e95aqmH+7xPtpx4htPAN9+37DOOCw0Nipzb14Ivx2tOx1bRayBOV+TswABgry6vDy5ujzXAFhJVRHIuGdXy92pBTeCB2DDbi+U5mWlUbOghnkmb4AVk91u2UrerkgtAT7D04uxIgpU20npGq/X5/i1wg1A5fPs20j9yZHyzVktAMPhmlZ/aMdWHS27I9LxfVBldhHMJEEYr9f0OBTaHXJN1WbQe9fjdk0fz7jur1XJOknWrbNq9/Fj9o8ZZr52WvESaJitY5jQbmwpS+kBHT1B3jo0zL2zDNnRaKu7VCgzLJZNcw+9lp+arO58pJMMMTdmsGTzLnpsMmTsKBTqcaby+FZzvZiEOF4ydMVLZTvC0/VKjVP1gKLH6uRDjzfrcf+rE/m1jUVANGhqE4/WlmJJTUfJ9laTL7mR5R3VzgD11CAx90GHj8laAAok24af/OqNf3zy1IvK0I9ur64I+RkC9SwCCizVIR2rHtaUX/9KtRwjq8/2Dr8K6+5EasJSucP1pb9r+l/unvbSK+LH7pVztxGuMHRa3TJOXXwdxf17XT3jjXBmucpqAGxvNYkLlTYUYIuAazvAPicZuzA8YVsumR3/HEVfgEx36AbfiCVVgx6vy8hwq9uxXs5L8PUrmyNbna+m0yAg7jlxSHFa4v/xR0soUMXgwnKuuX87gCIgLwVD3uJ8krBCvNFQDheqObW5M/SrV6JtVuB5v/zTTbEhyAHV5m8n08sLs5vUaKj3rSwKC4t/cazdWpm/Nk+aYFfe7DLzswZQqHR2rIdXEM4IGAwajupJhA+2D/k8j/mBL2//4oUWCbp0NbCxQCaEEk06RINTJ9Qb9aLU+E7JVwbWt61lUoRNYOS929XE9bmVc7wwPKwDFmlDiNq4++mdjkk2DCbt6o0GC9BNzdrCTNohwQ3AucdYv54nvKjBGSBuckzyw/vPPXpgwEciFr8kOVvMs6eGZQbU2VqCQsX06p35dFHAZ8sGJ7DzqNmF6BBHHjnapGSBfx3L3H8bsv+fT/n5AX7ngorZxYBmKI4oc47W/sQqMNLjWbqRWdJ5p6asO4m7c3/c9f2eAqD6VVZ3tj7OKLRabJXpGM51+N0wwqzMFIaCWAvi9BuVLxy3f/sX0ZE2y+NbAlOnl020qm1GCiBdnhOpAXBjVovbDV5a2W6S7/q1h55oX2/XFU/tCi80me8X6X73j2ZXh9vNolyzo6mGDnd1ovVVxYeZA0lAlPR7R/3Xx286Cf3tV294upIrb0Ww7n32dku1RNgPnLg/DRa1Ru2vnJvrSlvwOP6updKRv/LFC3wFsxrgyjR45BN5+qYat3CvFtC79i7UGTyk8YSjTu3RoN8nkZL88lfvCiWtvlTEjo5QJWb4Rw+qt0D3w6Tt1d+lR7CFIs2G19QmDny9sL/bnBFql0TnQ22BgTExLFNGzG4bCbjXK/fKsSaUwPWmqbl5wtXqLgk7O9Rzq6qdA7aaHDeqKYuebNM3Abj258nw0dZdLVs96UWm1ShcqC/LavUg8V+DOzo/2XjuepF5Y+9xii7eNpKx9XGAEP2+pnMzMyTy8frhj/9F9twSvYZjRjn8QdXmkhoxqtTs7Op16XW6xBzp2QjfTg57sxHSqL+BbhnYlljDHAOWwEDj/P1yk6IwFNLDImimlm8RsWZeaLLJhI0a2QvP6InmhtGivjuW4LWM/W5WXCFHm0i72nlPt9HG2ynFwDjI1+9u7ncrPigXiaL//qODF+ZW0bVwMoPaUBS1dPdJTZ3mYLkdjtFALldCRWG5IukgKCLCnVB5quEc0lq3AKo3P/PT67gHe8QBz6rqNmFj96u/OULpVXIbdPWTPRj5TfFf/0pqLRv6PDiYLaTVfz8LEp82hj53Yj0L3aSDSv/e+EtXtUeUdOwyEMDN5Xe7djTnt5RCCxo8Bq1U1byRQ/vI6CuZ4QFggAQjY1pllW77d8eBB1qruY34/1YJwU7+X566JrmfJ0p6cjCCrxhV0M11pPWVpE5wy4TF6LSABUATBDRZo7LTWhcpDnxn6L03bhMj7VU6kV4GzN0dRHM3UC0FvEKF5+NunauYDNj42ST7pWEDV5ZEE5lCG/+wwIUITa+Bn/IQHeurjCYa/Y7JcsGrsDZD8OW7eZMmDje3h8n+RKwKG7kkoK8nYqGe7s0IR6hZVHWSmGU7MY1q0r/8661WdzDNYLa3+c1E8DFSCmgUBXI3afMtAF8GanuI7JDF3NFtO8tUphj83BLLbCOD+4/F70XpRKVRysIW5p3ZJgdSL1XTjlD/xgLVZEELm2s7DgaXxopFAlFo08CQpxLdULPic9/e1R5A8rSYWaU4ajWSFGc3xBwi7dm12Qx7Q052Pl8r6pFcTT4/X2rfYYQJEfGRu0bF7/Dji4lW+PAylHfl6jrhJhUJ9uxlwqmOC9n+SGotixbuLrW5i/rB9UUwN/TBozOvzWFT+fB7YdmBg8VGi08NK4LfiHB6unaPPjjkbEnSnMT4nxgMHev/9rszQMrUks/Pl7OrOVZjqCQLDDXDL8/Jg4DBjumWEOrTj/dZnXLUESg1t1x6CUJbiRxQQvhlDjHnr1JWlo306PSLVOZWEZJ5a7tzSR8rU0qxwJRIuFSmfLgmcrUSXe/slKfoyWhY2y+f/HCDq+HFzir8jvEQOHIA+bcL4i5osplYO9maGt90nUQ+LKvkPuBcUnu/V3Ozyf5aAzkPP0C60v8p3brVxJpscIdd6oANZ6ZP/fNJcCM2/PiTQvHD2bBw4cYy7dfAa1m7yCGENlYAQzvNqQnZ2VJ6f7P2Tb/zRREv1u3x+9kaVGxy2Xm+UedKvpbmNg1C2prfWkhhkv0LBvEFptRsbKXRelFOukzmvQdGOjXrHUmHH2y/f+u0FVMonpq9slEdUHcHRr/RT2ne2ahgqn0Q7WfgMYEiJMoR2PFXrbZt8Y3SxCbhFGKRdL59ILGRtuObgrcYTNlEn3ckNLgZR235uekKSJTXSEnJwoYtweFz7eKqAjV5DR5QkpYBiygZOb0GOLsi/oarKZeim5uFuLmWMQuhITdYA7MNIBMkkHSptpTsMtYPWcwBuPZipPHZoHOJHyxV5GlxLgAkdTmq2daRYsqIoSSgZCdtN2YWmLvRTxUac1QtDunmNBYHXE65aLOIyxUZqgopY+9L2eX3TMZjLtM8ocuU2xr1L20AHBhE4R4N5hoEVwGvpWCbVW+sO6Sy0OIEvCJ3ilThzuT8uMk5uNpjzE2IsGeXZe5qaAfcnxVHl6APLgBcVp0bU10jUOlRAI6x/PvvajrY+3JHh1In/766cYsPMtKt+jz1n1LrIhSdpw7+ZC9VSBl8XvAhKj4nNbIchKKCxNB6LrWcPd7n39ZhLydYIsdWw0WYkLEvd73xXy9KrqCzS5ea0XxOe3CLlaDgeQaiRVN2c70T1zIKFsTgQqN8f47hcRyz2job0skQfjkju1AwCMIwARplczJTnwWlHtKa1FifUnVA+lSjwWlrdlQs5pUuj7iCwtGlleZQL6s1+QjY7XaCUtOFly/UYM0jMG3aYK6UbVY9nha9Akv1JdQm2UYheosx/yJbXq1JA8X8B5rWbgt0mlIRvjX/+1s6G9xvM92hclJ2ifpgkjzkNyvK/RoPZypxfSdqMIZvxnUg10jyrU3IoNs4U3cPNBdfu5LbEtYsSKaRSsUaLJ1QYxSwzMnlW9xHj2ggj1IZFQYAFUVjYflXivIpRUNow/NnXrmZ7O1HM5JqQJmYKgyXm7BVv70le/6ioUULDOjKlbGPfLctN8Gvj5rUa0L65zHmzBJkEQFUQyEaQFSLjNgK6AMh06qB6SDBf/pyx5e/v07Q/OO9Ifw6vT2AxDciFQLLZbKrEWBgGPh9FejywwlR8XeYdvYgX+rasqlCzg7d+1dwlSTvzsT7RDFlL1YvpOwFe9Tt95dlQ6FU22w0THpIoVmFFhYUiwiMF4tco4zv7CZq6toq4+q2P/Pkw9Phu5/9lOHdyYO73071tEdmXRgTaADrdcQu9uw8wHuLCentZL+UQU0/q5MZ7Glgqyd05a3BZJhfBotLh5MJ1/SaztSn1EyEspkd7TO1ffMJ4aTHeobiImNThbfvnik07zRLLzcMB2VDGOzu9D6xzXlVIroqNKk0Zura37PVYJf1qa06f2jvf71XzcWuNiD4lKulLhPpaqoqih4zFBDoi1D8W93dTy2ukW7bFotxDfCfOReptBBPfX/va7++7g0EwxuzBCzQWaks3f+TPi/YLfJYQ+ZqkppbAqWQBCAItA0vPoLeLRtonRDOJXV4AEnfvOZpa07l6XqlDPPF1obMhBzavg5DDczev51g5YwXdi1PrZ+9rX1ksDHLfvJvH3n9F5cEhISGYDW76LNafenEYg8O0Wmykm8BuAZaAeww0dZkSUtwzzZzSF373bv+jtT7BcOIotVUpoKWp2njdsn3KSw0D5rTm4pakwUKYBXOZrNLcvcP3nyvoabHoId/MHRQXFhoIoslgeFBrVFnFQtSB7Pj1cuUxrAN3f/LlR/C3+jmjXFy5o+yCOCtyisc6pwPJJby7KoiQR0f8o7HCcmlWzORPlHG1mP1rDErW2gxD7pR0QuVcXSKkUNx9eb/cIUyyl80Yt1B61elHLxqiCu4TqCtKJ3Ei74AslCmKKDwB9a5ExZlqNqliAh/GY0I89ke2mD3sHXncLuHN94pzEQWN3WawLGc2XrQ24Y0xmftSDhRkTStNHYnb3R5hgaH7DaQJnacenhXR9/1a28JG6tqmuXZcrVasRCOElUAQSknEn940P6D9xidwP0wybfDwOetqJPg6zTcz5FXVX7I7JlmUh0ggvn8V6qCQZBHjUxW4jq3hKYX43WFs5EeprwJGkGZtGCtSTxt54fwyrmbWc0wA6zYQPLOib1sPIMCWF1jspCyCmDn66BJb3m+TRsI1O7MYqQZiLV1hFNC24h1bSUzuc7qVAAILxlbXWomyZR5DsmFtnuYzTFZY2qyJLhgNL68a+8OW3enMZOdW6+efKD7mYOWSg2AWkmhmt0IxHqrKsqDnvZggsDvVesmUNmUYUxDfvqcflOlUzSA/JX6wI1tC49y8x68qzaCjb9z/5DfU9TEMBVpHpT7HgzevDfZxpcv1I2hwvT817MKYFFnE80hcTwrnxoKVFZSWBf0o8/s/f73Jo/3q+yURPqg1zf0REcIy8/rJu4ZVEUdri7foWw9ztgisAACXRn8ZkbYpdg/MQQEH2g1d9nZMvnOhzl93/7ioDl6kWo+7gPLgG2BAo53WWZp6P5cYrbYw1liHcuxzpbbb3MthnKxjrW5IJoO1zM1WyXR/vn9K3dWGDX79p/eSd2bIA4oVIzq7kI+9rDpCPfqLftTc9++2ou4yIvtms8SHKVzekCaJq8nbqh7gtA363jG5P5ei+69ZaPlmVsOZyN+g2leUwi0eXtffzC5w5j84I+3c2uXlpOmuRulDg2xNvMlTvx4+7YL1Ypv2657165VspX9CHKGM3m7lfRMZW2lFmdpbDJZLlKDOLYsaXeqCYVBsIbQB6K9OObHdBFsBBCVb0FN/6Yhb69EjQH+6X1ujub+7bu/A/OZtXhcAwwGHR9lkgoDH25qMFfrvGCc4plOUhlBqnmZP6gAJ2MbFrlbxvklHDVZxPdvT2PN3komKcIk4HWuTYXFZt5Rb/KZQ75mO2Vt9ZeWIstKWUNBBeRS0ZYV8cK1GwatbgWxnmMj869OtrQRt8beb94u1ExKJoPyfpldy3hshClfSxEULDaSUzwMAFBfL3Twyek/vaEAq6jb/n8uxw+uNvJA+e/97rWNJYZzMXJF1jStpr+gXmLUPAAg7+ivPvdPy9ZhcwABAABJREFU/2D/x5kVxmhYbSCE9NSo+3B/zSkIZ+JS8R6ChWqbReHaHmtFSK1Hv3FX7WEcuyEFYtOrDH6LkydgKl77E9f8vFVM1QIEWIoh5aoG1srVOAAJQ0qDsG/LGA5TKaNZfKvKroKtVvNmwGY4qmPLBaN9EN66qVyhuJIy/e3Imk6rJw1tniFqf0EzlMpW3jMB85Lkb690nwA3IITJ6Pg7uXQ9nyuw3mZUjlUghzvr8mRpfXtric6spkmtriq3J+rbemDaED79rrz98Ye3d4YADuBY3oWlhV5CK2FwTofgDF2rW/UARBHZedwDQL+slr/sR3eQZimt5euuIFoU+cL3UeInDXwUbV+Q9Ctp8DBMrki5S7Us3AwYqiALKyGrOcdRstexV28hbViv74QUk0sX7gKEDIs1RQH+untwdf1eReM8AoFCVJ8q0BpwXBtY5FOvRGkyrtYJ5KBkJhaicF5MEZjZDTIbnIVRD3zqSPj++sr4HIHrdJixvJInWUkyIGjZLUnFal0Z7Njvt0I9Zvexrw8HSasmK/kC34wV46iyCdlNPlTzWATUaNfwx0ZUCPQF7uMKk3ztfrb3TeCf3E8gH8pNyLyf11fXGHYiWTMj5WRJ4VEjeHcCUVJ3rsVWk4kFWfX/OlKMMckY0+eA52WhYxTy3oaO9WinF2EDB06PrS/VmZ9NqKWMcEIB9Hz5L47pL7wLrecEOwbqWejekopIjaoCTIHgMAz9/T5HR6h76FH77emCIwf9ahlv7HiUBK2NtbDNWnVvwxf/cdHT4gevyexyZouNy3U6qEe6zy9Mp17JqWkt4sqXOSjQ7NxYLCAcb/tYS0WRo9Or1m6m1tKwlkO1oybPC8vxQuUya7S9G3wd0P/yYuTLkvgfUm12flHPAyMEoPy+dT7jV8+A6A2D1/Eo/IElf0nf+WWfA8iIwgfGZu7zn9mX/d3F6jsTVw/LhQWGHGiZfnV9+ElDyy1zquL48neJ6j3h6SB34fQ9Jx8z2tCZkrFWFk0wj0Jwu6S5FMNmhVN16gatqBhmVVGfRFhx97Me8K7mbjh0FmdTtgNit5e/7ncJ/N533z7/wYV1DV4zKZBkNBlIawCzmwEmJRZw3L+8nqL4oiBgLgCqwVUDqD2t17woZCAF1L5Rpd1FGhyfmPP7/fdX1zCDTTEp2tyU0tyd1DVclYXpVY5t2Dp2dSYqafswBVdlhgWxCC8yWuGVWQmESYlY/o9rvlbTTDxTkWBnxVmrbTburuIuXszLC5AzVlyxM1RAXSjMlbpM5pPgln9/qWwBOp/9yqMndjiu/81bYSmhA3jLZrpk4hURMklcWgPqxkamwSKwJivqth2PvJVEOY3DqxRr7NTAzdiS+ssF3utRNq3Fz/wAG6qoJ9NtP21FK0+Un/qkPPqVzuWVb9jSdg1PZrkNq7kAZDlZBpLvuOJDgFQtSMUqsKZBERA2xaEChFSVjiE13wZEMZjePawTePpSsZc0CfGKzYJA2Ro3rsQ3ATGgdRxALQcNq98Ea+Vc9Q9JRxOILUDRqqbVAcuMPPe2COqWep7oyZcbmtzwfUmKyjp9dLR32HQic/F22N5zopVfjXU2c4W05rBAJTrP5eoMDebJ1ZuXY5TRL1gyirXZZvL0G8LTsFprUDqPbgupzaWo9za03tHga7zpT2O1s0X4hDngJlmDICQJ86C7GtmMjovWHYCVB+s/kRIDVu0AKSX0SIbDPr+zczaegQW9B8FNKjLQP7jTOHjk5f3Y39ouvPVLutroxVrTtCpB5k4YZZks5MYnGKkuepSGkFL4U9v1kiytTBi5wSrdZoAHh4WNlBQRWlweGQnfvXF2QE8aT3Sk6xIP8PxCipJcOjtbYWJKQyYR4tSQbyOcOHHiiLddzk0snBtbqa2u+LuQelEUc8oCJuts5aYuL6s46DXO7ba3nrLvxAB2JPN7H3gbOY6ASwpyE50mzCao1CdS7sPu2KV5AZAhphbVO2L/d6UWMGPLK5rVPhGN7wnKuNh41KLvpkWFhWYmKsg2Rz5XyqfTDARt8zU/sT3/+rlKE6xvagliYPr2es2lV/FlFTKAtytSu1P/lMlgecDxledbX/wz5MDMZzJZPeibMXhc7tY7r17pOCbZi9ydn6+bEhSKwLJU0JrqxO2N5XZYyjvui4hlB9hXVmt2c+bsXP6Ut342goLA5ubdps7tHjtRk8nIK/Putq1zsxRdXmJS4WNR+xXisabvIAfkcNfjRO/gf/OJW6YF+FBB6byWK6Dgt1YBvpJtHeGV1dMZCKRuXDX2vbWl7YwjxULvXTdNSUFIfzlOeK2gR6dv391leUBfulN1TkB8/8Rvp/AnHlPO3wcfOqHWVvgbkNSuQ2o0UuPFz1iNhRrIuORyXmjV6Soq2k16TFrR7keXzYFsRHxqi6ta51izxdnWVIvWVUwydw199DH//33vjw2ZVQuNQ12dt+OlAl1/oNN6I1UVBaQsKA6UYiU1pGB+HNRz6ikXCPbrN0u6NJnjNMPQAdeb42uOkLOm2tVqSr9zv+TxgeZafea6eCVb/jiDfohjj+7Fw2MetLoMqbKgFbsIwyKv8yGpArXZhCkbSoqvHQwqU0kDRkhFih/wK3HRtGukT1O0jbOlHlezGdO6R7Z421r/+iPEcoJZofLZy7ktIdVbU1ER8OBIjyoXhYIV0jdByIyN32aTFaqp6O7Hmlvvvn61U2/mdI2ytCHWWAiyNOl1tVqjxEj/fQMauyM1aqXSZo/+t97PPmO9+9eD7ncuHTLmo3+eky6LyQrrGsK233qORcuNs1c303Vcg+oqDmm8eo/GoCVDrzun6St3ICfiEbtGZXdF42YAJsnhwv2CMho0WQ66s92A/hovfVCVQ7SZB0Sdu+uRztCjpFqI+Nb14mxR1Np2/EVxalbm/LxItqUvrfFzef0UUE8kll/HRp9gbAOGf9TpvAfJww20a5VpFJhblJZZom02g25u7gqPPHqscWWq9t0vPf3Wu/kuVyORZpzdzYOUupmp6OwNj0U4txrzoBoFNu03Yq0oqwrUcp7ucBspPXirRf5CVrxEz9hU3Q/97s6hFFNBJhZ5R5CnadyEGcs2qlItdnVbV+dnkQpH1c6XALro0PM59gx3Zwtnf9RCzGGSg81zFn2vTdZitXUArUDc2AIfZ9SdOtNOW+FeqnV5MeO31pzdhvvvr3a1aYEDttKVanS+3OuCWAVZdqD2cg3LKpQOFuv8ycEHJS7e7MbdLerC9WkTG9lhyHVuMxAmLxWqFNjSekbL8kJyOnI+HnW0GEHK1CCxjiPA9n7wtxiU5/8Oefoz2Ok8YPKJ0CPzhi1iYowhkpGuIduHZ6b1TWShsni0O5C1VSWK/XgzyTSL0XVm/ygxdVXbvw9iZRmNFk2oWi/BPzvYcfj7T+ijd4qXp1I5zjKdys6W1gzKomZeazDPuKxxTO8LQj98fKTok69OghMYk52UAMepWwVu73ZDhLlvyswGFoyVquqkGM8zxMb5lR576ohXPYsCqIkgnU2htuTsm5nZmOYILTiMuGGFDke4JrcIF9NZdOzefG3ng66yCQ62GcFWKPckKD9s5o8f3JttuTQzxaH3DhnJvt4ms8+3JpXmf5k6okkN+Z1HTD1L7BujonV89L8GJlCeRaUjkg3Sts6ZNgpgqZ141u89+ybV/DiWieQJARB/lYxU6bVJDXNqvahUTEBHjBBHw+WUvE1RypiSVQm/FcYOBJHZMl6tfQzXzhiInTl7UYArmkdnIe6Hx08Md6/zwEK4vHsgJDAm4mD7jX/90+5j2106PcsBCgCICjSbqx5qNk0uKePJkgO2Ugizz2Eyl+WqVNsZxPIRZV/QUu7xB768r1MqzP/r1amalMqbjhzZ++7YBmwAjTue0gJBDyflzNncwB4/lkicnux83mk37Anb4RCuhFnQA/G0IE96tW4TACUVF5O+vab1bNexGbqeEr0BUVoB6ICpAUO3X7hbQjmpYYvNsH/49oMT+dJP374Ysnpz2cn1OUmqYsuQ9E9Drv0KpEZkg6BC9obA6HjB1JZqXJUBHVkQyrPJG8sOsB8KedBSjOUbnqGuzv7W6Bvx2dqSsw3o96mvGRBAga7XgbUF/ZK20vmA6r5fZh5i5Ce0T+/rvXdl8+YfTkX1VGt5vutIyCew4s382jW2PgbBSU3egYiFck2UIa+z5OrHprqA23fpaKQEAF4Jan+6AzsQKKVKwL24XwAqw/q2z20xyomNfy3lT1d1rYb0SxwmNii9vI3m//zbmpLWuHUkvXJOgoX+35iOddUPjlvomWbx7GxqpDHzsEi4ddm11pCaM7TVts8oYQ1IZKhyka6vZCJBg4Fm4vYkaEs62ix83L3DjDTpnYnV6qG97vnxBqEwYzHsqJHd5VCjWWeMNhzxlhQNXKHdW7D6C0GuoQ/xOT5eYq7ftPB8NYjoEYW9EKl97SNbXn95TdGqk8Xlnb0DVot68XRjYmEswcX1AAcDYJdiOcvGiyXhlEZ+LAudhoxTMlfVKmkNdPLaS30gbaZOl4kp1gy0hrx2ae719LZHPGx0JvEnuWlY1x/Qs4gkx4S2OizpDNFaTaHFxw7t+e7z6MraudGuHdRk3gP66iD/32OZJ0P6HsQ8VarfnBXiZSAGg54QMs8r3CzV2dE44NA3JlbMRhzwc29DReRzETaJ5mA0xtOlTbRMLqx7vMjFdyZFtbZFpHG9HalwLlZlHXD3wcD4O4vbHIChqbEHgxo8m89B//h8j6FY+fFpFRsezsidOrOO8oqLde7ebPwPMjPkNKRZqYNo+tav9lzKVy9fyjMWUk8rN69uaA/suhKxqTpTOZ4U0hU6Mt83ojOY9XR8aQcRxVOwFeWaRe3H5zTbD3d1HiV/bmzAXp/lS0gjloVvwNmylqAL+RyrIoS+bL1XpSB9Po/y2c1ab68v+kcuP1OWjLULd5aFTmO1Q/dJy46LS/k5TQ9bLGrUH4Wsy0d7L87VUPZHq/ylU9Zj6w/SOxaUARBpHRr1EiyRM02bQIctfScb6ZG17BKTu8l7feSly+y2p5wIUKLqZqSjcj0NHO0FYiso7wAEoxpLA6re4R2GS24f7DR35umiJKssP+gCfluOfrbddSlNnerZ4g5aP1grPv75rcmiNJ+Zb+Vz6oCp46RLuCLt6LFOLTQe2iV9MJZr0Ts9VgkhrHoQ7NRMllaJApkDbf6opHm7GDAUajrSKkGB6QytPzAcnEjnKfr83Rq6dwDDDeq27WYuj3HS3ihFmMn7rZwuBkQmJUvz/Y/1uFINOrO10ZqBhAw4BKpGDYi78dmEqAeUukHNvqfZtkl8TBXqWr0s2rxohc0NB+E9nR0KR5w9t0Z7df02ILY05u5t7XeGunX4+uz4+fnydmftPtVf0QSdROkwyeBA51SPnStyiiRXc3wdbN3avroZJ6yQrowPDzlsjdyRnYaX76BfGsEzRC1pA9qCtbcL99bL8qiZPHmnfH19R/kfwjEXtL4xqz4KDRhTGHC9bg2oN9OJCGHAkMCOgPaIqV4QM3+d4lEOMjZwWuBw1hKM50XKPGC160G4XVfhc4Hr5e6mLsszneXfROqXhcSTc/nbDUqGbQFN9bg8eyHxNlMVQFu4sWsbpA7oUh83q8u67tuw6XLynSvAC7HSFvhTD390BHzkdwIHVtwSr1YLGNlGlYl+1ehWtyJKeDPi6ORjm7fT08p7L4u+jLQJ72pvCXqAqs4saUZHX7uRK2wGCVcsxvEK+Fa8QfHeY1hmUwBLkvyMG7kSQ3fYAEWADQGpqjofhVPTOOgEuJ9XIFQQY5PxZ0+Zbt9jyg14PLp57v60AzEG7UhJgnI81G22vk8vsw1tD2bJE9jfAoQdcX1ze3mDqv48rO4AgM0cgFsE05cfrPyz4Fq/E82W9h63XD43aWgBHb1EeryhsoCMgTyraoCiR8QOHD311LB/pPbOjfyeLqcQW4GDHlxofO77NwRcscnGPl16tFnvDwxU4tX1dUGDrLyleDdfLaao7z3QVl0T5DSk/IqAT5OIH918elt1GlxwrleWEbKWwV0yXInEW9vw8EL2xMiWd87c/dJD1tcnhMe8Bd5O2EJsyG1zbyUm3o/3O3Q+whvz+Ov48p0IdffnNwYs8Gq8UGYqa3mt2YZ99bDl8josIB0Nvd/lhGbGk78zcTstmljBMmmX10i2OIoQDuXKamuzPqiDItfvtuNgA5PqFxsJA1L8tNv70gEjbm7XJy8qBeTYgda5CX4WEgdAUapeulGRrYhi1TU0SEkVQUYrTnGCDhaRHGeCOixcyO1KP3IwQnJjL0663V3Bw6Q5WYNuQlxdt3v7w8P/9pWLN5nT/3JZK1S/1bVkbCH4/SCzZA406OFkeLwWBBeqrg56sUTDBW1jDQjgWISu2QZR4xq+ty+wkaw5KHDQqDYyakzQ+/TCtTXVqYEqXFtbx3xWecOAEV7SU0ZG69I0TNtN5iRlaPOjZBNxPp4Z7SQ38qmJmVnCq3v/vnn/Px5Nz1ba2HI9FBTnMzVK12MX/WwlSml/eTDws7Ha80Pkb5fIR22yDcSW1ivHDrmj7b4wpsKXbpbM2cWkEerwUxDDTReA/BbpmQOYDrAx5Ra+jtmg8MVw+xBH97vil8uPDgPZJ/XTC7LLoDOXYNoPjxjr1RgAwZLBj4IYCvJK4wTRst09s1jf9YRRSqEBC4LrTd2l9FKJIw1CxUTCkYqC8IpFuz89zfH3NE0zE+ZnOp0UibyYwroAd6dSW0CwooaihOoC2ZRosph1xl5rKT7GwLp8SdYaaj6cnlnKxPW2msIyK6AUVy064FSLaDwqffcVs/Uo8bNNWj+/6m6GOjD3fJ6yQjq/wjQUInkz22we0OkpPMzoGJEpUA6fWfcX+xf/PClTNN5uaftCS3CggYQbyY/V6jBi2qi1HiBTXSQi5fjJTKwswYoKb7N6jps879A0xDpVQlAqAok4CLncYwbWqJX3ad9Ji//VVIxFhRGp/hhYurLlMvjjK2YAKFHoQ7drjcpEVmpFgow179YDLWGxuxuuizK/D8j/jDONQPSb07OIKb5IPXTYKw6QywLY3Rvw6bmDQ+Yb68gX9phIL/93Z4WTxqwq1SLyiBFclg3srIiNNgG34uWAhm3diZdLJqCOStnsSVDNNIFvzrFPINpzj6LJNCitEdsM7vuq8mIiwyHwA209V+MrJKHqJCKLQStM1u9z77bB7ybF34XlxwHgu21A3AD8JOed+4eEZjYZj8Gtc9S1KdrYp+xQoXtzvLdLA0EUlDUvrzpbdUEVmMpgNhNVvUzjpL0eLrdjaTstXU1iPxCUnp6WXJDXoWJW31RkrDU7x0Kgo735swbhkYvz1UKdlLKxbdCK5hn4EzKZiiD5bb+KJwcM1pwYpTsx/ZwUxZVAP+DoHraVMtC3P9NduDWresHH9qsXE2yoTVzLgDjBmCixvcnQabQvZ/gP4kyykK8RBWuLcnZmZSiE5gVrSyfaf9jb98jhiZ/NbUbTd8/P85lCISW8NptldnqA3SPoes28UylX1vfUS8gaODubz3D0ipShd7URsrLrpacPDD9+DTDOwJM+6GIRcLVAPo3KANquoaf+ujIxtVS/a9mxHLmcsIksjrK3o3SLE2YgAlNrhfpqKkosrRfHl40D2F2PkunBSdO/bZv6/eulnCdgAGqz2PYnjB0S8AB4hb/xV//va2uQNtOPA0VdqLogQeaNcadMU6sKpct9UE/UVUUBZRU2P2IPX6x0fsS+fslkAqWKCPIOc0NiElE52KZk06qRBzKyZtihAGOVo/7J4qz5fFClMspfo+BmRnJCuowW7ZSbTq/NKR51CTO89ubNpt72Fl3T0Sf7K+MpMiFodP4Bpzpr1V1f4EEICDXrtEa9kS9pNFPXaNjZbLShUzHo5IlgVCFnFyoAzTZ5HKmM7oPzsWU6DxoNOogUDB5/QUJ0y72exL1NthFLHtmFVnN6LBKHHHwyKBxC6+93GvIRceSYqTNVu5xC7AGkS2phN4qK39IASTcCFse0UA1/9431gAnbd8Bhs6vlil20mv3JaCybBYO+tGJWQZXlS091EqcT5C//8vNibKPuoF7Aks/eyL8KKR+pc9a+CuDAc8Jgh11sUDq5kuUBKZdnBRHp7G1CAxoqNV+fX9cBunuUZpKBxVVgnYLYNVFMxowWguAx5986Zu9LufF0vaIa93dRm5MIjO8cNtL3p21nEOR4e1Lo6O7Q1UV27pWIw2yndrmBA5ZCsOF3lKVuwvRDX+OCwZ2PxNZ4fjK+p9kFDBtqu7ncaVDMKfyClB5vmCCtbK6YOSGSE3UWSL6cAHyyywbDqEG2oFuGkWgFqL0FQI1+1aJq10H4Vdn5sDG9brauAmdtgY+YyQBAWYYzc/Ppdo8MRJBCM/LN59Uff11ETgFTr8aqSjW4bKwW1K8f7aZKomvQiEc2D3+t+R9eiX3u4wfr5yfep8gCLX4H196502jr66kxK5lqtfXAdt6Fnl9UnznSvFm2tNQy/GTloT7w7KLw/mzjSBtwlJH+lDKtAiwLgh/T1DfjqyEoJIP5nVburXJlrxEswuUrbH12nbODwLf6sYwfeAMz1l1HkA3Ykr+hmQt8ByzfU/cR6MVpyTFq2tfMJcvAgLf59kYU9ZhrAC5N5S0peibNgz6qVUdxm41lGjjmF2ft5s/f0TAt8+ku0NYtlM2d6yvly1W/EWKBQddXi4VHalllFQU6zJgghHWOmN6KcN33fbViTe+fp2vuglypVmS4Aho0qQ7u7wQZaOPIbqBQpgJegquQRlltt/O+RkOnA900n6mlc6DeKhuObw8CIF+lOY4xYUMt9Xih2anrQzs45zC8hQqpa2aI5kD8we0jiSHr+CiptlqL1ZwgI0VV31nR6aKx/v76Jz9vW68+maqFVkYj071PJNAllMudYNImk/FqTIYKcU9XG4wq5SSrI12hjzy1OTbt6FrMQiq1HjaZRYqT8MU81GoolwWpSLkJwDMK9+6nf/vjWizKdv/Dh4DTTlDMrTgf4Rb1fGaSf/OQ1Tr4R7uhWHyziLddlJA4E8Gw6eUiKUIGI+isNMIZ9dhjTueOwRs/jUgL6PNNvvQNXFDi9Dmuf5hcmaF1ds1iRK2UlLdDbXvtro/Z804G+vfcuagyrIFAXHxbc/1QwwmAw5C6QpgzdIpWWapiKhLigUP7h0ZCnFGFxGhTpnryaMfGGv7eK1SPAzYMWwAfEf4g3tRi+qdxtTUITaVEY2SDOmhkuPQmZJkpSwaDBjJQYbZk2+Ed/pRnR6m6DpL3avsEtpkJ0D49Xr2vbGcYzbEZWeAlHtbn5JgCsNuBVxT1GMIdd/lSEiwTFQ7Vthix5N0kH+XzetkQLcbcmLxWrRnQoQfNVgmgNXR9LXtUryvx1A2ZbWvTwtHi7maT2Vx/C0fPbHIdNgLCNhcr/J0sj/LIo334nTX1PUA9UoRtW/YMKhKRnM/KTKwulLKIpKohn0FMsxImD9vNGdAqO+BxFyGubQZxuGYnMjmeB8CDc9pCTR57fbqIIENd5glQNWAiUUXsBLBwidHXDdqnXIUx3lYZm1RwMQvbWqDa1QK2vccAGSTKw+Xt5s2UJMLQncgmrNns6q69iLnNCnrqFi8oX9K407XWJ/XYMKTlAWS7V6iiwHKRBcSqIvkLwEZN7MDWgKqM8sqnWOC3tNYlpSOF94N+UvxGbXpJNiw3nPus7L3w+OCR+++O7+/u8j2E+GLR5roZQwl+M3vsENDxcPXVKcDVjVcWpcVw8d1Oj5BgdlA6AjfUBa7L6T4ilddPDS5cknUYcJuzqJXBltVK1AC6bQ51Q1gvpqU2J+nXFzTHdgKjt5uC6ZRhq6dEwYla5VVatWMyKUu7DGCFBXaCiBNlcTt2OUM/AwIQC5YAWRDkr/djtqI45cSTftfp68Sg3rX1MbZ1OnPz3/kICe7bq4XX8M8/61mPErDDDkg0SzghjhOYAClnMVLVwdlqCXD7ueqmMCMDXj9AoeiSyIXVkogR9iLtrdVs0jRuNsscvsBYBsfKbzFYq6AEJlUsXk8fdqP7yI28Hzm8LaB5uavXl1lMVVAcsIKRupDKAwf1xDOH5NXSSp0gihTgtEA0JQ5vcyfHY/0I2pCAfAr6+wi/ni8f6WrrJFlIr+o0ffepkemJzV6Hp2zDU+nYD/7mJQms2aDa5azGYn74mT1yX3/JW/RUVxvvXZc+RSZ1jghl/OKnQp/Y/GDLDyPB71f+cGRO8I40iuFWKCyD5kwRSS6sEXZfT1/b+vmqE1yQqrRz50huKuMZ3cnbHNWVlcqRgerpD3xiDgYFDyCyGajBqhCoZUrl7ojkccIDRrUTqr4+bZNrhVaTtkyo3cN0oRq+QbUPFdPuAX9sQrCuCC60obcx7CLIUWrrDtDTodTzCOboIP2jPe21e0ypZtfW5lmhA26YQXMZpkkIKsiiAMaCJujTPfyB1iCSy8rp6p7OP0jGZ1R1MBOTACGtSjm0XIDYCgMgpNnndgzs9tgwa9AdqOkKFAkaao2e7R2pHAI7RMZX6OWBG9cLHYf8gcd6Nu+lg/t0a/P8Joj4vfJCtm6wAlOL3BJaHHBaRHNPgMBSKbH1qYG7v5lfx82CLHiDHIsx2WRt2ME3VjYWaLirTchMAGsN4OhHrRtdfRZwCkHE8yKiK3JuyLbLp0vdr2zqNbvZBt9ndT0gt8CZthqccb4s8IrNoqPLezuwpStVJQDLRS4lyq0BdDVdpZutnK3xcGuLZnTenssQQsUKyRUYf68sazDWkHm0y6HXESikzbmQVCKvFClJgLt79bhPTdzL52oEDmK7j/clrOWNO7REA16LUqLZKqXaHNabsqEapB2tdjIJ3povYXsJoqVmvK7E15TQNoxU2dj/xn0+Z8GMQ2nJZdYKSw1JVlGKhcK8wcDUZmmAhxpFTGq2t1t5uYMztqBpH6UyNQlEAELCOkHVCqZLuEfg2Rjny3BGWurYitHrCG9WUUzbHlPPi5DBBoQzgKZC/wqWo8A/LCSiL+RVYG/L4cgmdj2z1uyduTUGYx6B8zbpDKgKHwpBDw6x7DqhDSlNFnzkWMN12Jx+A1iZqlcE3dR6PDmmP7XPkpvE0SkYJaW2QPpkT1Czx66aut//dfZn+623xqhWyreaSGod9C4zvnJDp3mJOOR27+5o3KrvNgJLrL3fjqfkeg+i3lDEdkybADWvW7JKpfkyMGLCDrigV6KC16ZvV7hPPmBWauQXlvkVymh6IIRceW8AKJaS4mAPsKrHPP2QUPJWnd3BPjQ+b26y1yNzifaQLjyXx92sNGSN1fJ6BdBm5AjhKfNVURQhUiJI8mt+l2Kx+U0NUqSsrHEdwbd7SbuN9InDepb9RzX6HI/66qb8Gl5rRx4bHkHe8x99Yn+dRZOb9Uh1idPrxFVJfqTL9YUjVTSVkSPk9n3Gvg3myrjQQhK4wRnc6skUG6SRf28j9cyh0c8++sg7F2uTl6h9vTU52FXBkb3dAdVQS1WYjQqkgzdUg1qrmbIq4ho2hGwZz4JZNOqrNHvy58KR/fM/+g08+/1/Qddj6o94rgZsHor8DQY0QZVTBpsXyL7DfkgnWrbtJaVy/M7Xpo5+54nMSnHUVZy6OeXYMaRfj2SNBfOh1ukraezBQ9X5FYnJmsXUfIyTUXk8r22zAEmAPTMpHxu1MFjdt6uzrV7/48TGgZ2t1AN2olRuteehuJZ2GKhGaWMOyLdosAUwSkCqARsBnOySrGtuYUrILF5jqyWzoOSWhGqt3nUZ3iCkhFhHFTVBQ9CQaevfbPN3W7Q7NSKrOtxDVGp39aDtwhvxGai+s7NsXK8EOC0F2gqk4G7xCjBbysqmHhDF8oTGO3Ogq9+1pBV6SiwRUA7S/J2CcOwTrrVJcNveYOTy+uCwZTmtDWByOM7c3xT8Nqi9R9sqivI1WgZL6ONd6m71Bz8/A9WsfDVlrM6kuVbk4b5etTH4u9tStTaZ0K4tgDiIHvuHH73xg78AtB+gwv3XcTOxvPFXQXgGVdAXSABvseb5zQyw7xO7ly8u9vRgXh2XAktlWd07ajWZgTf+NnvoITyZZ3d3Gn5+s4DD1VODWile67YHem1awyDmy5W5kthr1M7Mx0w6yK3Tsxw/m4uM6PLpGqYiqpmjAB+gG7JCuBKdrJAKQOfYOo/7O0VnibGQ4JyVhKzShUWe04CvdAh6iStf4NcagKoBiA7yPxcA3on3QkrnXmLtTONWTnM+bLasMYUkbPPqN8bK0CanEEaTrJNotpwrQnJju21HfeouHy3mCNCaA+/zkhfGmigUltRMGZDGuKZWUzuOlCqwOCkgdpeppXFzCe/iG1CLvszx4x+gmU0JGtDNF1VfXY3D6UWWy32eEf/FAl1bcnQCsXVAPpMd2FtsYNtSYWtixtj38WfeufVHptmTTeaf2Sk5l/TPjuhtfanZXvtHvr0F6oefvSWuy4AwePjFV3JT0bVjRyz5u7khw4YhUW97eLN+yEGdco6FVaYqnegq306bjjcK/zal++vnir+/zzzW6Xg/SBxtB5RwouWYjR8HwZS0D2umOOZwp2zPVC4KwNBoMC4oMY+5iV//+1PKWzfQX02ZVd8AeEA5IEfNH8s5idzYfdnvxBYuicSvH5kRK8OHn0z+fNn/BIVeGTM+7EmxFOg2rqSz7Q5/7GZBrIM+C7hSIdySRQUlIFcSCODAHrc95L9AKUQKtdZkRhXCsnhjOZ+Tl7zeikxydAP/8v5gcrj9fyRjvuj74Xs55N8ZLLm+87m/2FF9MvOb381q/3OhjYj+6CMFsweBu7QtofLVP5U2SuBWNxr0WVjF7w65rGr23fkMad33sY8cVh776sHjtOO/fzqdhg8T+mHRJu1QNwsRmUW9WgYQcZWjWB3Rsa2PJzE4WihVjEJBDLfJIy3MQ1eBh/fCn/vCQ/fWZh6mwrtVdsf79+Cnva31bZ3Awhlldk9UYtoj+fNChNft/smI9tv78P6e2dYu+9RY+a5yL0H2BOVsbVkfgNmKTjm4O2SvGlc+LP0+n5cBngeOPQlkosBWF2a2SmvRRvzirfP6LACpNsw68LpTxnCSlDlYmR8vYi7w5gRoXlNUADAZEDxH3LuD7GrYWry68VhBIgyQ2UTXxDIrtBiUCQ0BakDDK2kFc+vJZuuXe7xWkZ8WQdkoGUDjpNwmTsfeuXbA63tqK7CS0PI4nsMxGkZ1FnW1HuWaWw+h9GZcd49Vmk0S7FediG39erK0u6V71+gzcOPiP4+v3yiVOesrL9z0fKpj5hq3pwdfnOJHtoVkf2NtgVtKCxM1bsgKmYK1l96ZavYEPvYYtvz1scUyAOAEusfQ4y99pVD0OhqxJ8Ann+h8Dxn62qSz7n4YUmmVruo5WIHZwZ1H1qsZKJLcDBm5sjYkd/YGjKvXC57BIaOgqhsRtsfw6V3C+lo5n6o88Rh25gYx6GRjJuWZPkRQlY0kquma9z7curmaik0Ut9llXgTCIukh8woMz5dFGUdoUCsrMmlw6jAMaPcIdongOCieRVQgogf8Hdr6Yq18IxvssabTbHuv2fitfd2vpm69MXGtCkIFfnsnIKFISjUnIQc5JfX2YkXFvv56EukGhvT4xj/VC+2mVkWM3GGDPikOQGinqhltwGzBqFGyxC1K9yvDKsAhghPMJGSgDNjkutCHIwDeskeComohUygRQIcdNVrQREMnEx4TXnW6PYSzZWSHrK6XrHaKXhKAtNrjQdZq1buAfI9D6UqtNQCkUvDUac3PAA8c6741P+M+nCmvjiQVrG7tK+tVPIHi2xH+bOO5T+PkBlws5JDv7Pav3X3tb3z5GbJcqbxQyhZ11XO7jr11L/9vaKv/cOHeG/X/eVS7ri7o9/SwCHmpYh9LrjxrVg0NMbMQrxS8o2XnJGcj5qMDzUFChuwtsN4iSDguJ2VaCew4pd05t9lHWgycvU2nccbUbdq32kmGdTgfrflJo3u1Kq5URc50Z1wa+P5Oz+MtyBgx+NgRYDuxZkxtFpF1o1LIGlTcg8yUMUJHwRIscbqAdaGgxuU6B0a3Ae00WHvRIukU5T9j0YszmW4OOSrr7E02xoFpdVgT6gl+TBYEN2YufOef1st53VQ6NFub3deF9L6/bm71rnfuGPTs/sE3n0L5XP+esuehgiwZuCsyOwEMjaL9a1A4BawwYF8DIAVdGW9ON9Te4a666wiQklw+K0vRJ0uGpkZO2uXBcJhF9HVpLmyljBBJBPrVkz6ecjgSuWy1oNbS/AZsMMAzv6yWtgC+u81f2PTb8CYdtPcHSu57D+kNyF+Lypkf5WxdBg1r0y9NVfss+uYV8JW/ur31iQ7oCle6PO7ZYkx9WNpvy9f1huoag21RhvZ1+jqdxkCvHx4a+Iv3kv+9Wi7m1mLg7GW1t0+tsKTHiwy3Gy4v5XIF4OvfavHaLIWz3vcXwjvMypYh5c3bgMVizjPsx46jKoAoiDS/3DAVlKBHg1Fdg86YGgCg2k0SNZGDdFa2BgEQqw99vH3wk32GUja1aJFETAEgoEa193gdseuvMDEBVq7OqVLIbM6WU4K5BnJ2gTX2WnoCgXwsAhlytrpYQfFcykqEV4RHOwnMRL0wgfaxuywSlYNbtjKSrqOv4ni5lh/sVhkzHl5WHJQMAbqdTzUvbsQooDvbbUg+ag9Qser19IM7gGG7czXUMynP44h8/yYDJoCyF7rHhgUFuo11r5svwcCJAQHrgqE3StIYawOsz+wkNuotBSMN0FUzeSfrO9VNylI6smYedXX1c4X1yUCLVEqAkSVydKsi5oFEtPGpo8TFC4ijz3WsP3Dp/XBXa76AAqzeFE02+hsVSgRoVDbZUSEHgqF+fIdObvcYJVVrUEg5VZVrjMg2TGDHELQyr2FGSIUS6/Nxweb0IgPgrxuzczL5WSeebbTkDYvLBQ6DAKAOgFx3a6AvJablwqAJmL4FoJLQfxykYtJqBQx61SKlyhzk29JltRCdDz6xGl0xbdVFmlRQt6D9+wbyKgdvgwcBNe4lahXZYtDZKXg5quKyquSAVRySc3WzpaYDgK32JlfncT1oX0mkyT5+pB0q+xplgxg7u7qIb9xoyNJDTeZizJZSw69rrpNw4mfAi9+Ltj0HjHyYTjbnJtbHzW1maZFln2qq5CpIs3BxTTYkhHJeahUvT8rUzp2G4K6uYnf/l0fSeouvdDa1gSqVI8Hb0+U7NLb7LN2yTXl6IMV84qGJT1QCvYM3oU3AePdCid8utY+/lG/ZaS/ntVaf7fZaIhhsRql8RStDW3xEGj5X1SwDiC6Qq07ljEPumM04Nq2nPB14dVnVwnzMKXi1e9dh17/s2XkQNbv1Wz65b/r2hc1VMP3mKg4Dwk2h1d0Ll3CylskCq612YnlTFQ2OmFXR7HAbBaMlQ5RKNwDIe9AYfSvZrwveosUaCNvszpEOb843XLUUI2EozVYQg+PkJ7+0flviYdyaNEc1rjOmIJvhYpsL8fEmH40PIuytv3im1kT6wN+gKgP0ITYevn5OTFRAUof3GvXd3VA2KeXzVNpgiYAd/LJ79k22/zm4Dj+75dyyYXBekH1IvGqPbliVqo0sBH19yDMHJ0DLYDGeFpSURDnH7xF8k3Vt2SpypcwnyJbntBhPCfYVxX/vyy31q0D3sZe+Z3t2Qn/n9/cgGVFG+/DmTTnTUA+32O78QenZ3z/iUJkr890e2ppYqbSiz3x5t9Y17EKbmpgKVbkAZ5diwVbDT1rSLzY232S8TjVTBDISVy0gnMAogPzooSDDMXffLtj0paOfBP7wE8WDaC1bASLP8xHsWqmlvUctN5ZNTjS6RDf7ZEI1xAps2gLgOqBeVltIbboAmMzWgb9/dPseZf29tICgwYFQI8Vs3lqSncRquLrd49p1tPTZR5v5c+sTCWYSxRc5fvb4wa/fu1/Jw4vxK4DbvNuGVACjscqBcEH57qHAh1N0Smf7m+NXN0XcMle0q6nrrIdYxPpbdvU1p2yaoi92jWyrVZPJ20l/WEzO0sce31P8nwsL9GXnT58Oi7HwHUyVyhbspu6vAbWF2P0MMJ0CDEEQqgGUpXxp447czBDA6knj2wcgVq8Av//2pHHLr+aSmH7LPTGSqEjowLB5+td/2H/Irv9qs9G5UbkT0x/rSb8ednG8th9O3WkYLPiJTtNEVDM4dHsGrEuy1tUChSflR/a2/ve5wg6MmdTpS0YTWG9gJKFAmrXFTofB+I/POI6ARqdVkKu4zQz0YZBDE8KIGxUc27DMPCdZEJ4qSbaYAnpAI9XgAxvXp40O8w4feDkl6q1Isa7hFbCm0zeAej6Dd/rEiEm7dlnDN1hvALQ5odkJINBnxZxA3USPz06SB7fWXl/stOYBIwr9ZYfw0jx3Hcl2K4qO7c9BblCYH7DsdvLh23TBBXlA46N9fXMVqRkVbJ27jKCRVpJ61D39dgI3N/btrOlpyGYelQ0a2JQHVLgnrhaWNKMdZa7ArEWPnH449v13Vt7mH3tG5TrSbkUA7vGtJ/zJRcH1UVePIf7GS8QJURFWGIPfd+9fao9+p2hhz66MLO0Z3B/+cxp99Fg7u/b/4vBcpf6gK3D+dIQgoi3p4pH9p+b9gy/fNn/pSefP/vb0N9y1n6cWfkCP/i7Mfl5YowW+r8P6ymT1wOfd6zLHpPOTkslJ0Xq9lLJJb1WICBEAw9H+IX04lth2qnPuhon4XLsfpR7wDrMHXcLfnS89IsaZHHJTE0GdAhjLhsp2DE5dnjJZc0UeMPs163PdtmXjbJZhw+WMhKJCVdMaxz1GMM3XFN9f0lY/pvZb9X5vKTHaJxu6u2SsgqpqOmdzeOcn1pEW2KkT4jHRZi5JhIRgBK4fIAAVoVNAhxfX+P23ueXuVUBNAmJV1aXBfRC4DAENrikRs67FNU+7cSaP6BJZkdycSL4Sxr1//Nqmaczxua0PAuUc9k5YhsKs31EP4X6S6d05lGD6/avyOL+RyKXEjJavoZXajFeU97qafZ9sW7U3D33M/uwr6Ng4UKkD0CyQj1o//TUjSUn6HsiYgWMXoCsZAi4RmAJ8oi0U/mN+oT3VoqNy7fHJr4Y8riAD9Gypg1FoKWWI0kzSiOiaeAlIuR1Peufvfrh8lldGse1bMXIKm5krlknwZ486rryvpspF9xa68Cep0w3mytDmGaVrq9T7aODcG5R+Q6RsOpgWVyRgh4yLKCy3Y4YMW67XFR6IM8CWkW0n//kRmYzPXWCbm0PprDD33g0nbB7wbhFLG6mJyuXkTPMQ9N9XZh52uehoeWg/uXCWe/buygxTs0jCR3e5budr90FzlxGTA5omkfF/XgkN4tiXR5P3Uo8n8KWdnuW19J4tQMNMFOM1nFfdop7bUHKduelsHmlrAnZ54LnNa2f/DNElAFCLbD21WXI/2GapVBvlYtmkok8JLyeguZy60+SRzqT9lhoyJ2UeXhOpmYWq/JWzwL+8D4SunLp8wTIlglRbuwWnZA24hqvubzy4KMT6hmqRdKrvREv61xtbnkAqyzr/nNBxirj8pgTxEJXh+p9ozy1kyhtpi6w8utf6/oJyrF+5nIB1nExR2UcHDDcqnGXQY+XM7dubITB7/+p0rdHoCkAHP9cpudsrG3NpRSIOu6hrWY5Qaw2p24xVCAovp2FZ0t5UBRF32s2ZzVI7oqWL8nA7dvFOvu0gDjWjhE0tRbWlKNCBAPDDKDsrX76umR24rddHT+py6MbokEf784dSl5somQ6C3tK9lXyvLTlTLbCgIwYIJJSwW/MfIEsUzXPgENF+6Piu2ZnkaMiJ2V21Opyklhi2ZNFz3QGQkqqXr602h1rsXtu0vVN+d7Ml2dxk0kFhDvNotYjqeMhU+MX10D79xJ9pzAAQL4B1HY1SWm0ewJIUEWWldnHtstAzhIQicmwsg/KaCGvVmxlzHGrwqPurT3+pwBIY9fD0jc+auzADd5bX/tIIbkNSz5571dE/pTx94ML9VsfApyJESakJi0sLGmj02rykXEjHNxZQ42Ne64Gl3LnV0iPbGvp9g2fOp9X9rbOrhaZmi5JrQgL+Zhj1DT0paLi/Cib+qVX5v6VZM1+peZj/ydCABZVwD6Jfy6f96kYhm3OixbZ9cKl/S+Q+uvZyxFkFWwYNEyFksEpCVt/axsqTQWx6nNqAg68CdreIk+UFVYYLm3zdmYouLjPr8xkUn0+mA6S5yahmWA4DkIypihbiiLPNp3dIYCJG9LhrVN3PVLOptHAOwAEAralpHgKMbT6nyU4YYEIBQG2DycRTQFnlpzeXtyAOprEo8tQvdoxA6utqdb5EFcxatz25fSixTHpvJ/uEpdhMSTRgUgaz+I0+ldobQAiyt7xZdcY+3Ddfxi0rb++7ZhhlTaJRgrAIbG+mYcrD6WBdGpgJ6+w628PBCmHlxq5Zbs6F6TZ+Wwtd+TDm+4vv5r32AHimxlyYBxwLeNQg5vAGXkn1NKJ0Z4feWtxi/shS8bW14bx7/NUULvFRDtjbpf/Vdf7RAdLTz1w5IzQEWGeTe/oxyYjMUPDWhYIOaCzXoGaP8QbLawS4usG6fRJWZgEewFloXdWOPnBo5493Tt1cM8G83+FKzG1iMNfZhZXqxvPqlD1LNz+6JXG9fHwH46KAkbZeavPy9eUaSSAms+uke0sYlo2PeG23rpTK9EZBQKuIs9Vs2OoWvXLkwmWLvjt3Yks6le5dz6xcACo1wLUVJp/xNY+z+W1GTK/qUxqJFjTEbnm4iX98K/UKgty56T5k6r6uhNNCOcmzWXWgH3ePEJZJtOd3laVaoxMDLF5z+GbJW82XaB5RCSYKmu8ZepHBJA3OydLe6VTBB5WQdKOWLCC5Pk86afX2+izihWzoa83C0rqDwArbxdJloKcfVTDE32vRcpX1ImsIyG7BNJPGDPJ6sgxpCkboRUwm8n09tvly91APw2MmyuBpH2nRmBRdIPeb2X4LkQfMhmDjgJI4n9QFCTQthuy4mwayZV7MS6Uy5DDpH/xuv5StGHl0flMsAKBaMGAiVECw5TmgBVIoTdvaDMTzQOqiBMGQKwQrBCGVECXLDO935U8XTUcDqfu3WY+VELX8RN4wYLBN5/wIgGPo5rTatNu5vdNjxQOpPLXnsRPlfO2BB4chSRTrUGEzLUPrEoKqqx/gJh/dHEL0pkK1bKSoplNt3n89OfrBTGib8S2N5RoaXZPRkn7PiMVwZ3x3N/zAqLVnqXIz5r1VzO98KaYE1EpCvXQDHO5UAx7wtTeU6CLwlzvg6SmudJ0YQSR+r0p21YozgN7f9VjnTf+xOJ/Z8oko8ORApD7deAxgXfvWCq+lLs4dXKfs5q/0bvSywPW0EmfHkro45beNiHG3tF4WlJoxoRqAhmf3sU9PvXvuwZEOiQl3DnWM65hk2v/8k8+vRzeNgfbo/RtbA8Tbl8NYyL7ASeD9aMBC1pjNJVRHZjZIMjbaL6h7kasktnQ65jdDrr1GvA7P3uU0jo2oGk7XPSjiINmAEb5NrZX0yrschUjAtipx/N11vltOsLWwmmM5FVL0YJN1emGt02kpY/VKVMV4FAl5DdztrOOpPi4TjSE5dia3VUdi3laxXJAtiknwsmUjG0tlWDhGW3wWghw0bOVyn1+YgWEsCYcONun/7lP7utya/NPlTJ3PoScwyOdsYIa4ES+3S39Ycj5cyg9tbQO9UE1XsDRq8xvzS0VKZdvJMiTQGajvjfFmgRHbESUAxMeKYouiO5X+ZdooF2qXW2GXeVYaj7PlBJUCwB2H1bW7d165hh/b+/ezO75Nc7dm9f0AUj2mzA1K1aQEWKa0R1yMLDLvn1sJ9SubByztRkgqlk0SkIK0o/tcp3YzPiP7zrsbTge/a7d2Y9Zs5WqnL4snO7G4potHFASCJIMmKCDfgCBQCcMgjEFEHtgUIFHEd7foW3/fkz8Xbu2ylCLc6hvLanMqV2Z9mz5DthAilUKeD//vBwJT6X58mxqPzRrhy11qiwovx9VBY+5isjhD88CvypAfLaT54VG7EUcAFiLonJAjvO1eapvRVE/uj/LnA5o7CAR9GrvaKP3vWt7Y7BxE9SZ0r42EbXZjTlw4l1KnjCzEA8dQp636wV6DqHX0L5XgrkUx4yy9lTOuybQedCowuQKXXqibHsI2fIA+BlIl6coxjyvSOXEj2oat7tKBJnZKNfKQGvO1qo25O+us0gd0T0XrjzwcIq+VZNkg7DdSvy0+9gkoVRMTi6pYQWeWck4HP+xy0ssAVal2euUXxoFRr26minYZ9TjWZu5uvfX2QuunyXSjJGlmwhrygA2mKGbvRtqs9karVfxgLtiiZSjMB6FVI5NYUyFBAxv4/h3mNMPf/uXdpnZTJSXqST1f5Wosd+zESB6JYWYiLXMeHrqbUVUz6TELNAFVZAVJsgl3fVeH/ta1bGDIVRpj3DpIw8VCfrkVJJ1u8xtINL6sGjTg6GAwRKrrJURr2vvFB62SM6An4rlUHfNgY7fn6jFunQCXs0st5gEIMzUiZVxnyKQTnNvafr9s29k0YXDIESq7USZNIGEgAja3u1wDAbl1EOqugom4LR+3PeKHTrVWKjjQWJPunVEPfc7wULf8kZDhpayocohHQV7KyiWb8mjmLrN4L1Effv+CtfkI8JGHM9Yk/f8asOkRsfYZ7dtteozkf+tWTz6cbn9rMTpgqn3xgWvHNg71Nl6pKV2d+gUERvrswt6BG7ni2qNOqKktVCJ9T+yFkOThg+0w0sb+VcjwRqW+El95707vU9rG5OqqskDrk4HZkNcqx6ICX9FXDFk936CpHLAT3fxLePVsIx1hDzVpkRWUWZbZMt/a7cRV90ac4clGiVZ+Own8i9U+2pDepBoIrFIacBFkF8XI/nXRZOUBUVQ00GrTxzeWu7a2bG7QUCOv8XrH/p1IeL2886sj12fuk3DB1ZkdvyuspMAvjn6WGNHh8biwuVEL56YlrKBUD28zBPe28FJT/crqT0ea50JkxdCk798hAXoslVVaanwCSMpykePscIXhZEac+bR+tfNUZzTQPflmNCmKEG627XA5vYbMlfviKyl+TJz/tqX8Hzb1d2BmUXsik2awidhVbHr468898wA10BcPIlbrit0ofxqzlt9f+9/MneBTrie6br7f2gayGtwYLOsTw8ryP1UoexngxgDlMnnPXMi4i6PDwLhpbcnqfvKHwCmbinTae5tb6mPQ175VfmJb9dOfAv7ql8p0DPj0E+Cv/4D27lJffh/r2kqvSNjuJuz9KUbcAgNGlGLVegls6UAVHcByqsOCb//+4fzNjANtii0XJm5lfTsxu9phWo4VLbzpc31rhUr1etXZ7Cws4DdrxdiF3EDnTfgEaOQA5g70lqAuMrQZMFTDhV//pf8HryTyE2FDh43F2SRv2/N0T56Uq39av9Gnxz8xit2cLV9Ty2HW5sR6dzrplJEtUelKfT28arMNDm0f6T3+8T0w8c4Htyr38wakC31Z5vB7YYkXNdF1XLE/5aq8mFXvafGfVSUCslQlRTEaZ+VyGrgfJ26dARx7+s3Nkb3dbwapJt1GSWysc8HpurkSXaH3PTCi6vCOkD5TW7Y4+clB4443Mm2PWTm2ml0HWlEsjtPeZtM+X1BO1Wahktss3khiR9vgVYB0N7If++6XPni1iA+w/q/0Mx8k2f3CRlvQcJWqXldCQKW8S4rvqHWDWPA4OVGVnMuNUitG3gBSJGoraf7n+wSH7F5doBPg2kS1209eT8tWDXro0Z7YJ3HhfRsuu1VpDaTkA2QjUWEBDZAEVZIU1ILg6eK4CTnok2PT1d39hqrFlr270RZyMBCOr0VtJP5UyLhncGBVDhZxxye/2ZQ1ueAGjoEOtAlrz6zAM2vF1PL1qrQP03305M5Xx8PVomSFgRokmuxGGVMKstT4z/wDn9t38xfvcnpiNIuWVFjfRNkbhWgBfv+uslhTjx11M6+xzXo+lRENhB4X63oGeGoRsGx1LBSaDmzjoWIy9mfVzMm/uS0bdAqsaLOuleufad9s3nIvP/F/bVWpBRj/BhgCfaQVlrTkEa/w5+WFTz7d0bkb/cV//kfgUdiQls+/HlM6ez+4w/R90jij53TPhxq/ueXx9deWb33R7379Kpfe6UGX4/vd8DlqPb2MH9mlnd98V4aXBKK7Qrrq9xDQTgbomSY1Z41l5nDs+d9vbViq6PVEPQ+6OpHEkrzlo/6Vc6pcz9XpTGpNc/pRowmkJf0HlHhI8p3Ck38j4r9SxHkUeF6zPNs+kHZbXyvBnZnxnNNU0vAtLc6N+Sgv44hO8/jdbbocsn2X7/Rv7nQO2nBFoa5DHebg/9x65eP1x9BCgXVWqm4civMtZbAHwLgbhakrt/mO4JzBNBbOTEeyLcO6Xo/oM0P8Eq2GczMQlBQzOmAjpQpmmNwP2aSokv6P9LXdKx5S79bkcKJUuyJQ9yYNBpAye7o+Tiw8aVFR0OHSAIYOT16M78qc+OXTzx6dWdZdv1ms9912qlktsVL+9ti8x2Vd2HCpu/7frdn2lp3wjnsqZsT+uK+ueu5dyGunPkCElzWIN7+Uj3f0AcY2ACjX99T6VCd5L+y6+z6NRVImnP7MN6Dlq8J/vAV/ea/h4oz47Z/UTw5pE9fU0U5kfkHFcWFxQ0lVAW/UNtI32Hqgw25rlbK111decOjogW22hsMKj9MMl1Lp+NCgNfFhImpA7FaiAmSVf33P0ObxWaDq3RLCq44d6AHFYOt84LW77MX3JnEs9+O3ez//DrI33zfz4mtzZ1CKUkb3da2JTAAjd7uM6UurVhHY8XyTaCXltzbtiD+1LSPmZEAvX3t7tdlWx3pRr8WJ7treaOlcB9315bm12YWcEju2+0g50Ab29FpYiQ3HLRbMXUfg25XyBIC8gARUsvYPXNKmM87UKwHNb9R1dm/XTravLTdiH9zyKCBZqEXTGyBxj6UKMA+w3+3b+N5xC/CTJsmUZrUVp+X4mtSy328W5LUprNXjvT/RQPnGrgGQ4/V0lhIrYkTQzDAmqRjO0g8+vO38zbh5xEKAYvFewvCYj9mgnLVNEHUd+G5PdVSt/+fbjT/S6l906nyebflV+RAO3KU5RGuVNKEXIpmkOYc2AhjvFBoicD/PjfaHhg4Ha2ZD4i26vc9lWy81An3rUFpPIRVGMWIK4YR3ZpisCueLXKeGTuUB1AavVoDY+GYIg9IZqhIrRWBdt80d2rJ3QdYHfb2ulp67Y2seawz3GJcMviaZtDGwg1ZNIvwEanuNDMzcvNVqsQx1u1+NSk6lCgtCQjBIJlUhxdIKxZmwVj25sq4ILQ5aVgu1Yjmqtj0cXI6k7KsSyysOs6WqM4pVAW/oGU1ZLSJtb4g0pgqKWkRMm1Eqymgjo8C9Dm3jQV/de9DWmAG4qZUg/pE88C/DQKAVgdfg+Rm9PY+TzfrmD8iRz7Lkrbd2UJWTHUGnA9uZTseP8TBmy1ysGH1rkD45ulrt6y+fXSksQOLGTDRo49mNtT+dWUnMz7vg5gJmil2522UOFSbUZkiVpCVopd4wb/I19chDwB/7xBdu3i/ubC9CgUGvJDRYwMBH/ylmHbJYmy2FhmbxNFwwsrkmGlHBpcO+xa6fh+ETCHBc9RwAHC6wMdEJDD/31DsnHvvw1uXLr5y+NB9biSU0ANEETm9psmAqyGLI3NsLPT1IPS75WanP2TI9lwqnl9Dmx/BTN4V7jFLqjidsC5Q/1Zhv1nEn2kXWVEMZpgaSSQ9he7Clo5AllkvRa0sVAjrszv2a0F+l+LhWb1NMr8n3n2hAfceBwLCbm7Ew2U1WR5GPdPQfc93N5elrietz/La37hS8q0N3vtPfoX39mw//30dbV4Hy7cpP20TlwXVHvg4DTLLdDPoO2NSqPJfwVW1PtUUg3bhWua86egEDspbW1d5ZGpX/C3fQE0/h0fcHzB8T6NMIlOnCDuFFgwOrX6i3+iX7Yd/8z8H3/r2yew/sdys/fUXusgMPdqgTC4poxXQovsEBAQLM4/5nv77nxPMnha7+LaAPk/QURuj/5XvSy7/GV1YrFxQVLq1CDQWVN+6mt9mIcrch9j/3nY/1h7aY1rhCaX6TLgLoyX2Vd2bfnBXxcnj7vu2uJvf7C/l3Pr+MLrHvQbNuD/ShI9qyt3n9d0pwwAh36C/T4A7QCJ/wJ2cXiJQcerArAa3nIlCXBU6BetzE2ixC3dzktGM+Uc3TG2k+CcK1jE0COLKmn0d8NVtHhsirNUUObSHTbjL0uSBJLCwtc/J4ncR0Ld8w5R43Gt/IRH8t1trpHktJfmdebojI9mcLnScYc5Qr3An5y9TJLPY1oKT8okWz0Wix3WNoYyipVwVLtrVNu4mE5mO8QgonPtFbXuaFcOJ6gh0eBs7chra18dcS3KdOjIz52uBZ0dvmKiwoOGPK34y7dwx0SvCCImHbbOUqny/Apja8acDAV6V8E15br4ibKtIJ4DKEXRNEuiIWrevzql0G7B5D955ByyNtSwsFr85nyq9vf2Zk7J33fT89Wv/e2dadQe4M4zfrSpmUzsiDVcxuA8Jr3NY2kkrKaao83ILSBZWqACyjOQ3mrsEhyd+FKeh4odrIyj6vJ2crJ1YXjMtjuoYA12KNtuZWf9dmGL1eu8ootIFRnpAZn2xOik1RfhPQM7YskjNSM1Gzy9GXTU7l6xXIz8q1SjkF1mhQCkshJ1HO1TkVqtMKoodhoQ2OkA0itsmWrAuUsAYxGBj3V+MV6e+96LYREzBY334qN/EfVBsDbYXltwOSYxj4nM8j/lTdt6L+++j6StoWN7tAuF5Nm+6/nm41Owpvm3UQ48/Rle3zAw8ZhWWeWRfEurxZ5qTp5fxaltIXSZJjZ3KUyqnhOowDIL1++ozipKxrgEdORmp9EMJGsEHgmZ3AByPAZBPwxXuq+7RmcUYV3LmWG0oLbD4ya/2BE7zArYc5i0tt8hIqLZmdkh9Rl4uKxQnOM8YZsF7VcpKUewr2nuCB07+5/z8/fUckoGKuSOfWCbVelxG3webCJBtuD420IrBHSqfy3SHbwlJy05rIBdSv7Dxp/Zah1pKphDGVBgcCtqCYnWEINy7fXM84rMZUEpqm62uoYLqQrTFFKRKrj47sJJN/e8v5mHHWCvdUhE5NSc4r+pP/xldOsJ1VLjF4wuh2YBub0+diNyMLsprTCsU5AKz8MfzxHvjv2vz2//ksXCM/W5+r0Jcqhe4JRnTYib56Zblm5014HpLjs2m5Klg2QWwBkPH67VJhlL7vVmYLU01TL39z6MiJ8fHtH62sq8sU/GxfaTSqBYoJvgiS0oMPa7fuqJHfNfpHdQdGsHdf18JFwTrgKEeLp2Pg9mZ7MV8/Xyx+bqtX27mz9ejzub17KlSq/E5hlinVdOWdOqKv1Q3ufaL1uDM6frFw783SUj1+Y3NHlwuA88UbXEhPBCg2qtMMXKm/y/VKlNrFmh7Uaexnod+tRV/bJOnldUZWvnikddu33Jfm4Nvvbcw21z2JhsrovLBRx0tBiS27bNbxlL6t0/9J6nRu0wGlJJ9i9pCCCLGKEkmKtkbmal3FJbX1hLGpnZhwwoyvybNFl2qJiVgJcQP5dZja4ACLzlIqpVeSqzEe/2W7NZoAAkginOm/iBE3gZsJbJtdzy7amsBPtB/6mmKz0EW1YA0JkId6lFAdjWD6mWSTekehDAI8Cqlrs+LoNuC9JVcb1mZUPQkzP/QEoJ/IZnN0jZNPHAD+8CG0rw2YT2lffW7vbdOAuIkefLZl+e5sliBos0aIMhEptY76ERaZfqkq03RwsJMyxm7mOGM5Q+j5QFW6vRPY/7ijdo1RdHhsDCiES4QZNp90Hz5+fCXjCdnYjTu3c6e8covjzZvmUvfOzC+MkrLT6AN6d5Qrgq6Sgf1NLVtLKx9A0s5ecGyFEmRggLDMRgheo075HAwIdR/cjvTsnp3MaUCJtthoKjWypRlYXUHurPAR4yVl8WGijAF4B+drESKnANtZgH4W6TIpEsHUQCAuixzux2PFAir46HJYtO2LVjHUaSRtAURZfwg3/0Kqt/1jp/u1uXhGbDLIJowXaFDN5lbAA0Y8djsnlmiAAopGfvu5iPSVXfqQH1XFT0Mbr1+/HOvunEsP2p/6e6Kjm1uFwKL2PDDoL86d/9ZDtcrb1XcXhaCfW69krlRco5pxZI76AIRvGOD9GfUj3SAaRJZvFwoIn5T55LUq5lQbt2hCB20mpeYQ2CghDkhJRgUHBFiHrGCmtB2gHsArgWHghT4A+gyg9wHXv2j6lzK3r6iRp6XJ7dxWXUGCfD2HD1D/fdXTZ3hvgCHdIDSnJCryiBdcZzVdVdrNIeuA2AC1AgAAAIB3FaoFiPE5z0+f9Qf9etjIShirNQWtkkm0tzsNzj7P+HtziCFfkpTypfevt9vIXj36rB/LhgbYfXaa6SMdqbtTpYWImpMcMoLZmPXjfklV4zCM9LuJcYLxGyzKXCHQrG5K6tkF8eAwdCOCTflgI5OcTW0iElD5sxzmdLN0ebORpLisjMpAD9LnGlSpDgQoULW0wOhO/2qVfPjcV4pgwtDTXmYFvi1ehJzSamQlPTdDs03OxqUIqIrm7AI6+CTML7A9loic9OOqX7nMXNV6lvSNyq/fTM7FDfJdA/6Tp7cuekIQx8BSmtIbFjVv+RZDVuu8QW0U1fv/3ujvg5yImp2v3Oa0JoRgy9Jzw55tezuuy6PElgdqbcNrp2OasAFKWq6aQ2DuhtLaSXE+Y4pnsh5bsOF//OTWuOlY/Lc/u5BQET2IGk1IliqyBVHxweHJKgihjv0SPynM/E4oNBHAUWz4gHn9CvfqbQO4mGxvdYzpBNTXoywVs50uRdBscq3djEFyQ9cdDPn1cBF0yRSgYnttasIh1KIqUQMQVIa4cn9r3/CejjVLiSqvWqcypQJUWYd7+g1mozu7aYK6rTrCiqIKdNiHP9xoOZ1qvF2VJgRKYPuPY55Rg4Di3/nsKUAc1bDWkqXlrXlKlwThTpszppVxSrvAAiNIYcGN/R0KaXStDoyXBnVeaqcu0QXOMdnMO9HgEwNdQqwWzmQYnqlVgEsx8nhAjFH4R74+UB7Y3bhQx55uWZ+rpdAANV6w43prhfS0WbBMLUv0G0IeO7CS64SomgV+a6lcKQ4N6iO4gWzjgUgFiYOOVTCtwCfO7TCMlSlwNzzaZl5afu9dRDqxm4n6bDvIwktR8oiFW12xDzQtvL9e3dGWvzK59bn2D195f3+I2E8zxYLS4QHyAgSV0L9r9RlI7zhC+PuaAF/L1PSCWM2rIIgW5acP+S5X0uXbEB22IDpoL9l6rQAcr8uw6HTD8e8oma8BgE1d+ZPkrUv1nCYTkMxGaRh3dm9v0SIrmo1BbQQEqzAJqmHoV1crJGlgX6QyJT4VVwMqyKMga1GTUClOfnit3nD2A7dRQKFhBrIFpU4vmK5rWJ0BWl/fufkq+7cnzPN7XWhP+kGWe5yFwZu5369sca2/IhVPDGLzfangIl6ytNX8VwroXeVFOSQDhTOs+lm3ya3D9h8zJn+bTWfVJ7aioElbnAPTJYGwysMGMLmmmYxQPq1tH8JqKX6wXFJEZnir/OzHAFAA75/Xtt8DCttcG+PNf4q1roJ3vsTkO52VMTPeTEB8/9bYvl0Jq/GAGbRtXIlg8u7uYCxWRhxSk1qPGZH6pkDbIHsOqbPisB5bWgQTLvT4EzvDNxY5pmCx2n2aZCScwZBXxeC1M5OeTheyklydz9SO9oYCKHfCxCUW4Js9SFDX4b3cSU8Jfmc9twMs1e3sLLCHIaqao7aqWhQgTqVli3FlutrqQiZqQit1F9EZzyxX+QZqpJbLRZGwICyLAo6AWmRN3ViL1WJ2dUckLtuYT4ez2pzUOA8yWQmgs5ogLAT9c02EzIq6Er0G5yrYJi7X25x4ImhoA1n8kHfNrcNfy8wtTQ61dGKe4XS1ZPdDfAaQLnnXipnsFsFmuQqGqaR86ksr36jUkqFAPJRO1Xx1p8nPbB3ko+NtmBZdZnx2lK9qtyoAKqp+HIVY40hQIWTpBtRd3nIQRcwf/nLW5BeMwfjG9Q0EIAFeijdSSPuAe8RcyUrsoqNZTzcm4qM2+Kl/fubtFy9fT0dYhYdQ01yEEQq1hAzKoCG0HKMXFQOs78PxtQvi3ds6WgPf8jdaTfbopQrcr9+NNd+uyIOf75r79Xr6Mw/Uri11y+btFgtfgXwqjPFwy4DZawei7VBbSkhY8VpNKdFanVaao6rZ5ObAUoctnV/lK5tAtWwwftRk2QckbuYgxOD+6O7GbKI8F6kWmF1N7vxw29rtDdLs5M4TTaYhUXogPKmllqJlK9/T6UzArUISrIlxCUzhtxryh2LXp2yWNTnDAPzunemfd1FPJV6oZRC/s+PE3p5M5thb+pWkDm2pNG6ncwW5DZTrMqrf1zeH7YV8+wRnevGitNfUhHErzUFy7XoSKWNHMRkF6zlyPe+mzb2wIWW0ZxleMur328oPBIXfzLRdVXCUz7Fkc7ezH2L9bpfQ1b8k2uI34vkAWhnXkXtd/FIld7dgpePUHVJjMzUzz6wVDY+Olpay7G4flFNrn2sFX9eccn6zCjzs7/7l145v3ll+LS2ajG3OLW2ZUqq2voZAbIFCA1s8k0Qq/4Gd0j/Obzuus71znZ48qpmm8kURoHcr2CAsi23AdFUCeEEPibTEesw6gdWDCs/Q8qEffLfwVhIGo+GmgGeG7lDEd1jF5TRYFylCb6AZRWfEyIC0JIoZnTp9XOs/hfzlg9LFnPO9QVjEgI5ut9hI57MVOTBdWtt0PaJ78ez6D4mkt1kJGEhHA7j5vXNqYFi4+E4ikfAZnbLdbPxikzc++cVHS/iLVeEV6Ifr5e0aMDjaLNs4DRG+vgt4cwn9ypd6WZQffzt7fooNepAjx8C3X1Hni/JTQ8CDL/XZrs689q/Azt38GwKytgIik6DnqnbiDnCfQoJaT0dgx+nIZdiifNqOPcXoNbb4rR9esPxgi/2SSAm9m2v1kQezmbOlw13S+SWgJag7HTN43TJhZsW06iDgKIN/5hsHPvHHDUFNWgC/tasZA2i/wwjVMEzPrM/WvTa9lcgi2TT7ua0tPoDsIT13SvJNuPn4U23XAOipx08CGo389qqfJacW7+bZ+o9R11Au88Sog8pzVAXrkFFXOXEnx3e4sLSh8cKc7oRb6Xa0vBG+2A52aNW8BrmsQqgQptxMuYEn84pVJRkdbiiu46b1uopiujYzVBKKG8y3n34qxAPc5hJbzjbXInxNaJT5mmiNR+Saom2sb9YZQClyRosuaxaFRmpkEN64OG3zo0p1ZlWNAdNSw4mg6C+Jr3y+PAWoK6cPMOLhjGLcCujI6v9Fz3WUwPSyxaOJeiOsB5EdW6QPrqiMhpTUop4N+T//+AQzXB1XGDhqdDd4iylxnVdMjsz1mJIrdKs2vc8uLOrL8/PK0q1p2TmseKs6Y+MqfaDbuL/dGaVNoS5B2Bp0dUEPf7/gtji6ispAqPvl65TQbPV37RM9CT6WLpoLeJu/NeXNdqHz9zCfQ9exHVr4QDTsAjcvmrsPP8lO3g/1GornJw59UzIQAEsgcMhgjQoTNCznOU3UbPxsWYoEncEuE7IeV/oFrd5lCx3pLzs16kZVHKPESkIBMP8uAjm+XbgUmbixLnJ2oq/N8ItH3S8g3G17fbqwmQkjjhAJh+8vjuO6A3uPP0LbTHza6YTurzaq+XPh/oRy8a+BK389+fB/3APTYOIlkBh5J77q2vHGYn1WPUCUNhITaEIzAOgcAGEfCXZvs5Zut2Z+ZqsEDOVqqlSqVEDCUVUDhLemWv2J3iEeXLfc/gV0I5loJrDD0pZGTlNGj6N7bC7NU763jq7nCsbnjvc/MEqdXb180VxvMua5JHyvUW9vJamK9scFsh3N3wrLPpWbp2UEA0qiiZTxi3OQoIq3MkG/lzhT8R9uu/R65Tf7dx3ZvTtdMSU68GBXtStpqNugZLhAWMDaAmvbbiC1cnoxAO0WKjOf46b3Kl8N6aOVTaIQV3kNpAIYHTqoh6oNPIJNK20WACWBVI5qYC1NBkG3c9/WE5Dd8sr+lQ8P/OLLrwBBv2Cs82JFDjDgOl+lFc4sN+khklDoMhDrAiqfASqUvCMMfvqbxf4DD22iXvvS6r1US69+CiMmAgZi7abiS7PdmiLcxDGdVwqzRbjaOXrjpGZ2tXqWrsFinMmcRVOtdEaDEkvac0Hxhbjx7BdMwMMe/L/jwyaubiJ8Pogr6G7KLX5vnRCYIOoafKi/eVet9ejkj3dBTctlRIVgFxhlkJMdaLTMowywBdJACe/hTb/vjj+ULoX02Cfs6H/8gUdtjS1boP97BhunkfPV6pYvjb7zZmSJ7V4Wfq/u3WeAGK0wvaXKQiiaTYoNURtyoLdj/LOZ/Ge/8tTsGrO9q5noNFTv31tfoQU6n03lntiuP3+nMpUpIEN6nVdQA7K+pNev9bi7+ryyy78wBxS8jh37Bvqt0uLfVnc6gr/C+N2Qsl/E4uvwOwznw3K7evS/uZf3EYZ8EUzQwCfb8GR65vfFWEgPzhF5immc3vvI/Y2bYQcHZeOrjqRIFtpcEFtFdpDdSocraqDKFaPFT7paXHUU55IgKRisg8Z41GYoFTgSwNWGfouhxenMgJw+18C2bR9/f3Kbe5oKVNkZY8eTvs1zcwqkg2BFUYDW4tbHvrP1+lZq5lLB3biW/VOu+wrQ9XngjS35JptuMcwu0xWGluG6huGotaJt64RZDjfru3fsfejqfVuhEOPMGgMjZkqCkBY51M+OzWM9doOIupwt+dyGleuV8/A+DHhRKPKZ3KLc9hO/GwlhhQt4jfaM3Zn3OdDKRtcb/7XjXStBXLqTqIg78NwsCN86d9OIYAokvGgjfvXuWtrtTg8GiOtJvpeYfKugMzu2zKW2f04/uXb97uUb1uEB/U8OT+peSuO1uuLAWXDaYHbBNdrYIVXiWQkSwxWFhtLH+yqHnoDBqgQZw1U0tynWojoFAsEDTdl93oDJFL+1iprhpuNDfLOj1wu339LBd018rXJPugi0DVbqN2oMdHzoCOGzFTNLqUsJBxDbqJdKJC27wHevSj9oQh7ob2UXoz/tkb6r/lY4swV4RWFZx/1oNibNAO7SToY9qRH/xSvnbzSCx7dH0J0r9apvmQ0CupgOHklbhUyREXw6w/xbVJNNG0CLG7h0uqmLXej4J4MWh7Ax/Md3FxAXNwTZXn7I+XKKiMPz99dvdyL5sZomEiQAFOsmbS5PdVcNt3P1SavJQiqg1aRb9I56apNlJQB9cPZ+y1ZTrZIt5gipXVsLlzDAPrhjV9nWmQiXSYlRdPpIXRTGi4q708PptcODSIGscYiB1CZu/EmuRWBsHiz9jQrK4TK1S49z+rRqRlSPu1bPwap7CITfQ8u+nmbAjhhzxMhnP/+5Z5+/FOMeUxR+5+inX1TSqyvn/pPBQ4CYrOvNlvsrtSYQgX1CgwQSUZje6zj4AWAcRBrjpBLOfrWsfk+XTVlJr8rO0cd805koUFgAizmztlKVeYehIkRbzfKvOuE2ljPdjTaqCSOm0Tjm6NN1MnbdWm0Ib/xhvf6xjnbg07Dw42Ul1IHlNZrkzUbp4gdL5kBD5qogqc00KjtmHWXKoCCTv6/pn99kQAZ0FqXWw5rpK8feW0kRRKTzEFd+CRrxGC+J+Y+460OFQrqsLEHQU0pWSGpvC3ordf7UR5rDb/3E8ckTJShPNh9cnyWKHBh1tp/4XDp1H+NKONzd0EOGBbn+1XfH7EHBN9isqHp2pTA+OYmW6npVZquJH32oduKmVlVGnm5z1nihStqQB1oJJys0E/cvzrtPBJjs0KXIALWz84Fv3qQi2exl1DpV+2cWHtTBOoU72txsBJLXvrD9C3+8f0ONGiHyRjqpCHC7QY3KkLEifn/HU7u+SP76d3ixMp9FMYa7UUb1yRlg+7OdaQYyRBVQzDN8pR7JmwXE6IFIXALt5cydeS6W0qsiLGvVNNZYyOTIjJWR4qpcGSuWa6WlWsEmqAcOD0/eWOgcIPnadvp2rkBnYb1pKnd29h94zBpVyvPTan7yhCn1EDv3Z4Vs8AG3Tv1MiDNo5DLku0bReSFXZ+MIYSsz6c0sHajH5LgoQHxabzX21qsFS0BAPf6K0DV43NGf46u8DBekrRXGkopvNPIX4WQbMBWBt7eZLbYH+gfzSkQSl61tD5tRQjA9Lf5/guACQLKDMBjw83nz3rjr7s6su9zent/lLHoxiBI0eLEKLaX9S0sFKVAKxQkeQghxu8sl57ruvrPjrm+e+/99mGmkXQOB9/c3SlfrD8yKs167AURaHD5V2m1IeVlW3XRdhRzCFMc4Bz2CvVhnVn/zyp3fPPLLI0qy+XujiU7rRhAecDidZIwZAS83JRRGwqpYS+sm/URU7jHXd2MwANoJWNaDPqODH3Fox7PKhFmWxex8npup8PlKRWAcwx4t7PayPe6I5/9urBtAgkrOU5rUNnhAM9J09QVSt588eUDJhOUEsgLUV7dWI7AzfMchgYorM+pfQ0AR+NcffOOj6DKmO+oLMO26W3brpX/6Mib/hX9mA/j6nqGr9PvzKTMgpmWt1gQIlpJZ3OjSQIu+elue+S0hkN5RMDXwH5J3u7y2lvoZH4pYY9tFjo+lG4Mf7Qk3mrHVgHvCd3V5vtZt9ugEC0rpdwqkT3EQUHazyncYidWVzuPHy68uR47241KtShTMG8Y7Rurlgm0nW3RMjJYmb3oPh/cTQTYrT60lwNnth44ABSzYMFafu84dOh7sihIubFgPVJpwbmozATBaV++DQItcnL7o16WtZhYHvRjBf/BwTzMlNw8cT9TkQ25guO/RCwm9/UCX//CBQ4f21TXW7WOTGfH1AurZM7x60nZi+Nu3/9//lmOZoMbpGiCTWitvUHZchVp1H+3JN5vaUuXH7FDPwYPN6V0om1yWnQI5ONCo1ZoNA5C/5ZIxSaeTMqfK81mkzafEt4Buj7nNMIf3etjNdCEude8USrtYTPPVpsseno+4E/J3AGC/B1rd5gkUohUXBKUztCKt3pS1n2wBHzsmMcur7hb7x5zgfYcscq9duQXiowEo4iCC974mcTdnl9/3d6u/7pyt/K6EA8DhTDnsBdKy6asKLg5ov5qqP3wAfO119tOvV9raQet9L+78TLT/8+PJf932daMZevhszqlUN4JtWMgIbE9Sd/f7buf5tc0bRG7VObvgN5kzlapWLacl1qTh45i/DTBySBYxkYZgi9HwePj5OOMbN5MLc+cwQLQnrRdSNviejQtKHh1tf6q7z33+3j5PdLuzXs29FddXIMxDa1ESfd/e4RMl72vxdVzTzYhNRvQjoY7P+hHkrpbJliElsm2+cXVn24o7NgnF577nWOVVFtQpnYENGOWoKixJDnz4ToMhbZp+RciWI2c6kgG6sVKFVgVT2NxnQKxtw6lfrWbLtEHnjp869t75m62n7rhx/UZ7X2u+zrc46ui+fYUrGdmZjt98sTUh1vslhStbbUrqm0du8rctHzVIslXfkeWsyK1SNuoIJBsxJU9hO74RaGv0ZHirt3Runi/eNPQEuQ1AU+3kHqO524EUJ2reftPHtaPJa6k53XijsjerzSnz/w0d+RYoqiS06jWa5W4j5zM0Nw7effAIEqnP3Yy/i3paIYIAmITSXAQDd4bfHos+9L/Lw08cvOe/p/a2ac2KoP5sGaBwux3c+cMW+M1DO2zJWANhUcx0GUO6pSr0ccbfAMayIr1tMD918NQ/JL5jqjUuOVRSBLtaz9yXd88lnr/aN2qA3OGdAkgm8qizEbTVJQfKXBfbJF5GDI6DTiBnoBscKlAZGrHppdo22aaAcWGZ1Z1tgT6/XsQQNRCwWfRmceNyOE8vJIsqEBsGGt8KBgGgVPW4/Kso9DPxe6sPnaX1vA1wsY0Nw2szk1e0kPjU/e7jl3P/86f+0pH/CF4LGOjyzZTYABksUyE8Zf0OgoG2VPoyEgyT0Mh/qa1SIXUXLXdekDX4j9j8U1TvnuJTA+HXttQLydprW8bQmZuxmnIDxgoIIBfLvIxLO02PWbxecvtdkXFP8goN1pKQVOFp/9LLc/6oVwNNGwrCbq6bWpHa7RuWCLR6K38qcAJfjZlnpTsHoRdu97zXNVhGSoet5XIWzgZHHooMVZjYuzlK0QDAAPUiw6f3HPrbbzwgeN26rnGmStu4O1bORXR3uGNPcTCdPtSpSvhf/+Odhaxu6exY43Qpmev1CX/K4f1hKRirdGYavOvYwe8PC4biy1/+fnvydS8HhGyWtYTFxFcbaml7udqkUHI/lxPVLm+cStQRI1RobLpxPQU0dhSy3qROdQNhB7BZge7f09IzuP2tRZgDG2dTqnl+N2ox20nxMmI9SRfcDUd+tM+2tP7iKnf3IZnaabC4TYyreA31NNVTLearVcbbAP7WDIJbetWVo+38nkMeh2Dqc7ZK4+j0lmH+Dyq2ctnWPoA+tL/28J30a5+sD2XMFXDUrL1SMBZLwt/16lkMaMBof9b0GlN8Qala3kI7F/PHTwC/mPmVoaj6P3k4++MblfYBF2wBBXo20cBAAJfRfWaTr98ws1JpNnZjIK/rgBfGRlAbJkODKOTQKn4fifCq9+dTKc993MJvJrsfet+2DpgcNuU7q9b4ou2zhuwPsQv3jl0/mw7b7nQ82oK8ebZfR6jxFj7evJWwZd7c6j7S0mr3f+LQsIdOZWkdx+l2E0F3nmzeM8bOpD/wwOGvLl6vGbMmxcOBbPrC63BgEFUriAEXDGwdzSMJy9eevG8vyQuRfb796crU7Np6RfURB4fVi3N0bou+/c6be456oab71ksL2xd3RFC4cvlC/+BIodFML5TjatVstRv2uQUcL0zGEK3MlQRzVfvyf3mThTUkI123uMI3QeqtQo0wSWnACIkqaEPcjs995VMv1CoOVtDn4h3WkxvNZnX9XQglRTF9QIpIctnq7nxKAf7yS4jyBccDQEceJpjXJlDtNW3rm1q7v8uUVQzuUoNfhW19LmhnS5oq2pkKxmXFBYjXBNjYpCH37Wto35jhR2f6GXdh0qQqPKzQyOAJU3KhmANQ7yDBQ9kctXNGRxmLqnn0XMNv01t4zubOApVWpLgkXPgBr9HfN5D1SHPr8UDmN/RFppDCPhLOy1Z8qoFsVyqxhAJK6FA36Ox2txjQInT7Fo1LNAxpZgtPhhS4UTdAdQjEAL0iiZJXsRglOcVS6jRShRMRBd7vq1hb3Cd6W62NkEW1heEdruZZt7UwtzvI21tZgP0SJj4LYgLcbLPN8fGt+j2Hv7le3r6WE4b2eXinLQWl8kxYxSlJ1CIiqlj5HntwXdNr/O3YWkCqiT1eCE43PWjADVlUH3HyCdqIAc/9HZJklBVqEWM6Pp5FGvmqxFhUR6OkIEBWdgd6loTGmbu0527k+/OgmMje8mAeZ2JqUsUwCgXo7fgnH+t5Md9A6hyvotUtRVUUPAxC65snTL7Li+I8Ul8trYO9u5eSm2PIQIfcYzArABSCpmRua8eFSu+t/M9m6vcKIObLBRACBZNdBIM9LRbyHx5fe40pd0eEWKHn8w/O3SgYO4lCYTpdUEpmOPlOI9AKL2+Xr/Gog7GZywJVKTvGo/f+2y9NHzt58b9/U0drL+X4np72qzMxENUPhhzWlSZWns0xrKYDgFBDDWJZtY7ua7k7GPjac292M4HFUqnkdk2dM0mvuFvhzlPHA8nnr+Ubqi3fWGeQe4hqW5vFdFN10da5jJgRdfA6AKFNNQBLHMsgKmt1uCBHGNr17fG3DUe2d5s0467lSr0hzW4JCYz3vRpRrKV0T2SQCB29DpyJEuZpPjaPtahM2APHTKDWhD6wD3rxhnqNVb/ZDv5fofKbT0H/9RJCt3F/aSoLfwBxlEphGpq77L+DH2jH0ji+s12hVex4u/tWHRzV6iaq8T4H6fNEtBZ2eyaG1NQ2iXETjhBMW3swLxFBqJ7A+Ce7Uh7ccrzntR/ECNQ0vKeXL3kv56f3Ly635GqyuwW+Gm8Mjr/G0fj4sSNE078oDvdUmW0CYkIMbEmm2VMDHVsUED4YAGRP2WtDu9qVqcRwZyhT1//mvjPfUV65OS+rJohBEK2260Q4ugDSIKfn2TOf/UQfWWYvXMFD5a1by3kIOjyIvHebfjfWyJlCrmF/PULOT1WS9XrfYCiekxkmky8zuEZBccHckGboBFQFun0BSDD1OQQJFLar2ofGAf20HidRJwsOzZRwX7/5c/a+y9k8Luw/WevdOwSoB374m/G1/PQ+8g9vJycH3CcaEq8rIsSLXW4GNOker31sptb9JmLT5K8fuX28q/GF4ukRg8+ksveZ7Bn9oZkd+fBHgEr+qh1d4S/n8xlKl0jV4bSAZkoR6k2uA3EiLXhD46YvVh29gVQGfvvfHH/3k5gGCPk3GN2HOldpHJdrVLETog1rNHSHYOVa02A7VaC0XPmbfhBTpNerxbfEGvGAnX/dvg0asvVfZf1p+PGgQVW1lKHp5NRsjefqoNMBRnucrJ1aoxcA1uSWlbRRKmQUrYqZgI6T0QfvP1RkFqaTwsVNGwFWdstJEnB6yUZW82WZJlmWvuoAAu8bBFbrHCXQcV98TuelSom8V/N0bFXL0UOx0R7s9YuXqjvXQaXm7LiHvsjXv/Tkei4sSCkvF8TkEppMW4yxQjput4SRq8CSYu2iWw4U4uqETf2yvXKtZd/rSUdKi9iBqes/ouBeaIO2nI4GPzey/dXXpEwRZktH/VhWlRhzXcpBoXCIX50KeIpNoSw2miCsOQy8WmWbnDo02J4pxOyw8twrO2WGtxqMbr8nl0uFA/4JX5qTDOw0rwGeUSR/CVqcmZoCQEDxDDkU+dbMnNmiEqQEOwFUpnt9IaBIG6whmapioDpim3i4/yC515V8ncF7BkxHgcW35ys3Z/VDwa1bDTBopcs5Cy+YDZocl1ZW0mMHyHRNyFKUbY+ztrSZFLvJPUf3/I/fvvzW34Ln/30+JYhKm9Vo5o1Ss1pRhaslsRUhuiETq5irE/7nZFB98ZwHtwK8NWdBJQ1/aIA3IK67zy53PlM/2m5fkjBQkI5BbOzdmpiARnB3YycVgk1rFvR6kjf3NbQyxWhQU9UIHFT0GgCEwyN3G4Y6fPB1ZouxFpvGqKPBQ07Cc2+nRz1obnDmpFe1nApGJo5Vl8+T5vaBQbnCyMy88NQD9IUL2OGHSfBc/XkeSlcA7w5wxEN4ae5nImLtwjUAsSfpnV9ThlYwK6w4xNag0bmn352eK5z02O12X7rSuNygBul4f1UkGLnVCj10hy+xZLRg6P+Vc+OtCrLnyx/fiZ2l0nX7RDByeWsVYGLx4Kn+Q2+ZHDdvbIYaO3tLa5XCVGXCo7yxTI5/Mjl/pfdJw/IaEtgXfeLQ6E9+sRs8MzpH1Q09w/BgdzONdx81z761ovRHJbyxy0ud/okv7JOtzM7ZjUVZEXXOxTMiaDJocr091PXU0RY3s6PsL62+fJP0hwYB+hdvV4cmgoNh/KUbcvVySa05XceiyMbutckabpF4A4oASLfUqHt7PF1NywrUlITNeAwAAFEDYBhss4F3/C12ibMpv4hT+y2kU4v/OuYgSbTdds8nA/JdX3yGv3drqy52mqlh9OxLLwbvPcpscR3YWiGusZAxDI9gOui8Mv++9OqKGM1ovzMvE1c67t922v+B8j5kG5X37w+L0giq4h3r8dTqxnLO20Q2JQWEQj1cj2fQGghaY5defLVi3xdrBbuqdOlWw6Wb/I7mJeE/H2+fRsjXV7Hl7a3qzArrAqI6ZmG1t16sOZ68o1FyZ1NtePOPQznDqTQe2ORX1mcNX0yUX2IQHgNcC1XhPcB4HFPbyQbnUkm0289kVyr7u3sGQpTobm6oBgiqpkuqQW732AUvEUagL//VvYfv/BAp45H7zoXOfkMWirhRH7BFu0P+m/MZDpqsAcD5svHj2pj/u8+zzNT8fXtI1J/YNsaTb0YGsURzaBd6s839aAJny3tbCAoy2MDoB7Vp/n2brx+nL7X5g/ADalw0VM0GdhXmRNDmsT714S93PffjH4OrAdQgqZtV9Ucvc5PwOW4DMETnCosQ8ILzI59jtdG8tuFNL0CCWLotYh29y9kCa4Lv7Ohb2FogohX+bL5whbGZBGJGsbttSDZ3mwP3eLxXbi/7CQOAoY99eljeElHPwOih7p9+/fsuXTplja+RWCWkiIz907mF9a5D4aUZDERIXU/lZ9MZvnffYLFQGx5QkZ2RW3O5KMiPYsYtwPzowJF943s8Rofxkft7QPnfv3kWsjt8j/VnXl9bv5AZbLfdiE+SCCY0bPmGnJje6Dvim96OFUq00+tBzsfTrKW1cwvLWmpuvBaZ8EwIe7LvXkkrEiUssHVZZWqq1IoRvx7v/eUa3ROJvrW8ADG0pEpuPIBwzZ2iSjiBG4IwqVrvOh49NoRfeyk/q7AeF7aUld2LuqubsCRzu7Qt7W5e2pHv7e7ocTACrzc3FV0AEGtzR4UGDw2QjpBcdFlxl8iy3qqkmUWllZMq6d2idvVCzB/Eg0eOAHtDVHohfmvWODxqn2iR1hv7R9Pbz+10dKlaKxsd0DZo08f6zZ9/j/qHdj7UQTA566qgnt3gn+xzv75VtRiJzevUnr500RFNTpYOhjCcQJ21/ADtdmouQqTmi80tSNyGRdt69tWMmBGBAgBcTKhItb3I88KpbnQlW63cTrUIXv4P35vaf9NU7G89esfaaU/z5rY9H+/LzG9OXev51ONrF5Y6Dj5WnRVib4NM8OBCIfGhz9vO/zw1/vH982/FTK3G13+3Pur2dFrNP39je1+bmY70aBjwBa/lxOumz8/OslBOgDwKTeu6ft+Bgbv9y+pvsuvOWnjcK7n4F74WP3nAmL5emk0wgU6ciiIZjteTGqZpe0YtfDF1vSA8eOBwVa7QTO34oFEWkFJeS1YABQRgBGo7QDzml68skCvvsUOnPZVl5tYLrHcCU28KW3Fp4umvv33rnu0WeKdkJFDEUyrnckJ+blqgJJu1XzOiCG8+iuhKNjUdJ1ZLWadcigErgXxn5OXV3Y4vff4u1Bl+OvqZ3oCxBFIg9JMrOgyzTOslNV1W4WNwUNSha6sEMT+/jyjZ+onXllNlLsc3yI4bS3g08ttqdo8Y9Ab1fzjsyn/449MLk79+7oK9GFhboCWseqTrE8uvIE1HDVGLnj9knJywyQPV74PS/j/o/B+/2oG6pvlfD7ALe6ziSxSI4EinGdwGbe4jnWG1kszV8rsGmC7Xa5CGWYOB5NLV/WMT//erf+sDO+CaoqWacP+Zv/+vwv88/pWMAOTKid1aioDxoqZokrQDcNCjAR67XpsE3KWVXIHOy36Kd2zecrqkFAg07ngqfvgB+GzzLnF1tBp68Vvo8zJ0Wt46AVwz2g/AVl8t0sImSoZQrphVFhbjwh8/c/h2smRUYStg0FzKoU+jZdRpXB0ZBrsfzVBzPnArUYJ4o34ltnVNs929l5s22r0RmeO6mKlES5R8KSaukRCAuRo4CwiNlKx56Uwe4HQQtTG/+E4b1//YE0Xud5zF0ihrJAmU6G63/7jHxInEbgbsdtZm0/FfeNruWXkDBXQytMen+M5u5DrcnuJkvuMu7/Ibc86G79OH25YE6VEoNO7wXHeIbTa+9YNHAdXJ55ahLx5Dr99898evtx3sIxnq9Vkag4op3Ji5uWXu9UCGSv52JnF2yf++PWpWPffcfPATY82NbdDldM62DEf91NFH76rT4qtvzlJGRaq3wMgT5oEzHvaKqDz9gQBZkb54cFxrb3voy6/ZcOESy1kdNqetXm2USaHIqb7FPF2hwZN7DFtbdZpWj7OmybO864A5OWxypLHzn+z0IcRkw50rZpLlFK4CjqbYYrNw2IhQV6jUDRSBlIqWMDqjFbnBZYkDjdZ7HAWmnDe3Wyc3BTCg6Kb6klB7zP18udg/0BW/rbXfp47omeefFY5GAD/ELGzo+9rxvJv5u6vaHw5WvA3QMWivxpxdtlaIbpx6HP/DazU2UQBUm8fTfVTLvbctSWAN0LHP91pBmfluVU5rsFAjQNSvgrIRauoeAcmASHTkU5PFDdLyhqMXcfGu1aRH5Bf4hfMSsKO/CTz2b5+djg/3BEk6ujC49vNMI+mgDIzVlsjWqLKZEMi3cybYSMxV9PQu4+gO4g2qeNS6dX6xDYNYEL82XzR7Q7U+oMtBXgkZ//mN6UmpSgPM+1sd/3x/EeMLpTt8rcXCwjW+JhafeET5y2QlvwAHxny7RXYyibX2iStLJcToi+2ABoMzFNS6OuFKAYk3yzsxc8DfglXWsBYEkqU8A0aqgGu/Mclje1vZ+O+EAg+GT+CVSa+duPeT7wtffO7M2zLiHpUOuDA5WVtbCOMH/kgv/7pfEUxb88sC0uEOr5LNLsReylV+KlQfd6D/2PbOyu6P0+Blqmn1J/JvB8j9xVHX3tOIVQTvkc3P/qzFLJeLtn4oK1tXLwoHTwtjFqH7XZbaD0EKEi+xDRhvK0hBOBmPdBlLFCUBoGN/gNic+dgx+yMf+eHqLvXTz9QWrGR9OWKqpWyVzX6JiG+b/+Cy3bjX8PoRA6uvAJ8BnF+Xe1Hgaw34Nxc2z11BVXcgu87iTk/QKdaKvMYICF+sJ+KwXUWBIDu1SbYHOls68bImuRsQU4T7lVqeQ/v73v3dj77yj9+fa+zSjFpTJA0A9vQOfveb/2V3c9LV22p3nclJeWGzKiZ3a+AS9CoOOyEthcwC0CvIXUTjFmQxP2p8DSx9cebVye9lI/rDvaUvUmE1VqczhbSu1FHMbFOU9lMdjVv1YLG+TtMiQLBr5iCzWs4u/RDcTcEau1oO8NOctbVKuquJ8vFW0CQlk9fiFi9eKCKm65LAg9aVEquDhcWah1ZRQOj2wo+Mdj75tU++9OOsE9AM71Avgbp3pCbsBYS5nGy38qxpT9Q5/dZatIPEFIXGmFo9BYC4DyUfMYWnkvNus5xdTzZ1A3+lbfzRvrW/7NTqtQc/tu9E/5AgGIfqMpgSAd0HAKAYHGz5xcV8rqwG1KtrOx0mEFqp14xcQWMUKd48q6icxPe2dtwzwNcbqXg6/KF2Z7KcpBUkU4UjzM3F5H56SPnAkyM1tnJj3iyJbQgUxqhl0NQpYuA82wxYqwWiY23qn3DXfzJlO9psU1zZgmAwGUCDtpKnju0Pqg0+WakmYP1Rl2k3qVOakswTpzz1/ve1x0DPH9PCh7s7LKoxl1Xy5VpBUQjIASrN9ZQkSDy8WC3XsqQi4s2kBIOVYbB62Rt6Nmc+imADaNGrLt6slHnag6lbqF6YXunucnO+Nubc1L5PpYI5bvc9oL2DDgwoibThgx8wPrfGyRVVB5og2QyR5pzL8Pu3YVtXi0gLo3Z0WMsm5ovDfus0W7kpbX07AZkUfF4B73EbnvS37GYiATtqtc1clBmEyh2YXDfswHpLsOY9CNXf2nDedQe2nSyNJXZiN2iB/MYjn73/ob86+9tYKfAwltz2Awbjl67xmd0RXY1XR5vUrp6FW5zA1WdXO9SqURasHUR5aZcySKdOulfX+VJFtJmgecq97XScfsz2HEaen0+2k7E9/xEFvQVhC0qndpW2UkfEsrNJvPIWBULY+77g+v73mo6gZURFJ5chgjBLuaRLJzW3MRCAMdsY0UiEq1qlUWg/dHg5W27HmTqobKQ19wnf+bW4PQi+dg3qtpp9Nm7qdVHgU6p15cfLRfljMDsDjF6RiwjYrDISxatnOaTjYJ67BhraYCTcKyUDtaod7gryWzNA7TO1nWNtP7rReAmgQE/DmcMMVdyJYYMginAggUyMkj8i08z6mNOZ4iwcqwUQ9zta7b/0HzLw+t1F8gNhZE3yLFCzHoCAjKV9Tv9PF5kHB7iXflg6fMiUbHQbyck7D3cPvfWDn86wuRdLFpRo81Zv/HzX2XHwN8+9ULc1xMp/WZAX5MnCMojUJVMU5InzSxH/YKxcFEUMoug8ijuaIi9Imsi7Xf0Cl6Nqi7KRoOKW8GciFqemC4sAJGjbFMkj9VaH1h569rufef3l2Bozz1YME30nPvE/nwOMlq2NWcg+5nbdmlMNoA2AC4KDhTrZ/KtArot3ylV/JSFek5bZdsgyow+9Bn37t+osMnHReiqxMTdJGjB/P9TnNm83M/UXPf6DNivDNnfnjcl6VYCq3JuKAb7HOpaP49ydgDUqZ3f6T3VREwevnn1Xz29ll2ImIytRAt06hFTNXJ1ydYTY3QIUMLQA2CP3uPr/6Q7f1S2eaylNg6WN3fEDbQs7M1KP2/TaZhrwdRBA/UL+aMisr2cDbqRQa2xWlGgrVo4B/yvLst/6KhCTRTZkxrcUKK7wvkrdPd925tShysLK2q/X5WPwiX5f18h+25PDkMGoAQAJQrZPn3rt/7blRIZeWVrvdjdEg9HagJfTar3Y6huxnGmHU+mGLjbEpq0Vyl7LZnTMaXAQw4FyNem1Y7PrTA88OPDUQ5lcY3tltqxDGRbzV9Iqbo3JJc7S4u1gV9vCbGe6O1e/zoIUY0jLzIRifZdL32+zbCyvOYng8rxothl/KqAAQB/2G4Z6XJqd/D3b56Pk0AcG3n2XgQyC5g5pXDTXLA5CRiRTyld0Faw1clS8IkZ91n+vWb+DMh7d6Wyd+O9HMrxU3VpYq6DeP/2sTgbhygrAC1vYVKFx9K+cz64vOIKmPS2MtCOfbnYeqC7/Hhizw360dKniFCz2NJgYHpTWAHVm2mb/+6H0L1dbceWuPrAvXmMH4F/NFwYs4AgBPT6KGzWbYar4Dq0C6uafmuswqwFpY2s4hLy+g9UcAF8k5G3rFt5usVC4QwFerIqn3FyM3z88fPH86zeufpPT0Uj4fe+9q7dOfJTaacYKrz7QCxqX/7fYLPvypstX485+si4rm2/PIFtJ/0R/u4P/4jdeOR46fMqJrdUiDsFEUaatYLf0dOdo8YWuRlxYmoGdCCgxg/eRV3+upkFwdJ+U5cUwbPvC37GPPoFMr4MiTsXy7hFc4ZVmxOZoslhfV18LhKg2vAtzLqxRnR7DtSKkHu4LK/GtZWqjosY3zGcMoLuHv11tQd+p17zannBvMbWbjyKZpwDjQcB2HxbDJZvcrC6swqYdaQWXWwmoxTZuQd27CMvXbjcUl6mf4Zq4Wr61+CoMAihuKPDU6JFhm9sNirMVsdsr4MrZbbStaxTikgmiLd5chUiLsfRH7tUasKaowBw284jTmtixxwEWJdhJFajeLobNZGxKGGojhKRWkpcsLXpLFrVu0J9t6bnxtSOXMCT5gZfc6JniwAeKCQxIeA6Aj7n4rfQL557ZsONjXZ0Xb/zv/dgFwv0i4gC32cxOhaG5ukyaQIrEZQ/JBI4dxOwfc2VWEK/54SGPV+YEHhQkGRMpg6gCryW73VDdYOt/6u57bcdVjzMQatcwkYHKPq9mPP347tW3907Er63rqgkoSOrsDgRU9X98dGw5vcyGtVKxzF/GTDVrvG0MHtpYmX3tbOEt3PCEPXBvI5dA6B22PtkEhHjhtYU3koqqFG28DhdDbRgq1KoJejlRPBI+54x0y9vipZ9Q9je2iU47z2O5DNnTFQUK5/VxlparRjviHmq/95S1+/ipB5zK9enaYNnwlwxm7UM83MqZDxEptAjGmdqS4jk5/kFA29Vcl78794178eZCeXAQnrvUDFlAh59bckLnynhYgRGa7h+x3bzBFqWSy+4rQqXJ3c27w++L3GUzN+oXJuPru5XHbB2BLrYNN3AqAMFwcCHZ34m9rYa7DziSG/XM9I5xdo5AdN3ULTgg+a0rrlE3W4AMqRINm4VY1h1p1YRN9R3AcnBvuqla4HRLGq56IqOnD+5WM2yOCkPgWdXalHJHAGKfpgiMQE2tG9kaxyoewNCnVT4HBN+/17UxA/2sSdxAlPFGbhUGAIo/5dTP7G3fRuB/S7T4CGLPoQCwI69+fcnXYWpvN+NAcBNx6rTrEsd+cLhHfvnNv1R21mh1DAFNzWFNtNdkwPI9RIUzsAcRmqb+QQDlF8LjkYvpsn5zI2dJL0XDHT+7BmyR+lfIOpelW+pvjhLZa9orH5auvShIILC6jj/p5cOfcv7nah794kD4H7LXX5nESGVfB2rkcNym3Kxgp334pd1gVeEzK2PvlNYva9C+Lvy/PmetvcKE9aFShT3rtyBhuYYkoP3hlcyWKvHR0Eml8dK76BMedGaT6zfvFjOu8Q68IcNsdn35GXcC3SUNtNWmg2jqmLXO1BTYo+BQrrp9/+B9Z1+PuY8aUpONMCrNbDSNdNBi9/0mtdvWnaR5xI52EC7X2wLY1dcmly8GZWdhvYZrmvV2bd8AMLtSfOdl0BAALlaUJ+8iXp7iegj6yg48ZAWpDKvYbC37BnTMdHcXduvmdlsIWGOkQV8QQhCHAfR6CWXHbpE0TzJa+az74rNvE3F5TyjZOADWKC2VLIh3McXRFqAPlTIAX2vaSzkIMQ/DziUzamqti7VtvbCT8uFWswkSJLeaR0XJZsCMrftBmSg3MkwlgbYE0aYfWJl+3Vidv337b06eIo90A3VeqSfNdGpJQ5JKnWg0/l1r/SXgkFD47oj39dLuClAirRaDzERhuNfmdAuGVYHvwPHaAtdrdpB2NJetGmEaFLdPXMB2fcfgLzxW+sGcdso61qL7Zjho/Kb3QAWc6Fs4tCa82wCedCW/ege6uedwBavaaEiZj22UdG5TthlQd+cTH3806nICda7vY4+4+wJois6s7kjJqsMjs67qIkVjDg1CEbVRkFLxDVTSvcOFtqbHqXGAGJtc94+N+//9a8rkv3VqWaKhOszywf5Wtd8ltDV23uFrTT5XBUpVWS5zPj9c6hVvteSUZzUg9K7cdDoCOFVrjH329L13f8HfaRNrdD1enLm1GOtoKccKjq1y7vquBgnFk6X8tWVaEXvHwZoxI+GE5vZQ8Z1tvAxFUPniwsSDJz51wOUkLT1+EFXx319OWvbYE0sbRoPQLyWXSmp2Tps41ipFInYQXZ9fv5HjcZ/n7ntMQCHt8cO/vlH4oF+8WMCGeBKpuf+jh0w0K3Ok9fYc1e82BnR0XSwUKpIg4psd19SdJsthzhbAtTfcdnoctllpRS4LYLUqWvvCgZ1O27M/SzUy8comdt8pwkkSQtg77Bkpl1YJtL7M6/F8ww9aqWzLA245LdcLMNTViq5lURThJHlzyGKr+vu6Rj3m5by2+H21sA9CHrTbFc6YbmoCHcMxqaBoTVn9htd6cNBr97sVK3fkrrYjXut7/207vTkNquDfDxnRoP2NpsUccN1/0JWoKdd/sgL7vSP3t5pV81yKgMxjkcEaVpSn5lyLZOTUJz1Dl1JwApkCjD/mkXtpNTKwF/QzgG5oxFBa8mqLdWus2dJW+NQ4nG9pM1+icDO3XapjI03rbLHbQL3QKr4F1qCT2BlY9Dxm2PfGiQ/XEqPhrRd+o2xnAQdciXbZLMuSDSf232NsW66tL6hBA5tPyiDJOXjzR/qkQ3d7/99tFa9p538lzSwxL4OTZoNAFWxI1JjQWsSyntpINBXsAPNOwe3eq7jE9gRUrZa7bYUGTwm+SP/Jzjf+81UENKjKhc3rS0RnP18NiIs1dReRLCBUyyV2FbWxjWbsoQAj6vVmPv/XHz26diVvKxSd3Z7tqYvw01jperVqd8Ht9s3dcl2079/rv/7cJrMGtADA6AT0vYKhn8VSNInVimN+14Ulo6dLBLbyPqcxenRIRcg+nKsn+MTi6ok7D029nZoYMM5c3SaGSJLfKoLmgs3eat/ns0P1M+OySG0vZYu7bLjLWOscsmaulL5RQtPAgIdx8TP+++/U5iqryxAA8s3SvEVfwkmOU6w5cgwBuzoslUV6Pdr98Hz1CtaoeTxOc8eoshUvbF4rhXv1t+fhjhMAIiuvvANnkywjFHisIiscSCax/Ktw815E5GzwJa2wAJMSnk1UgV7SG/bZvbwy2uEY8QMaDJtNXlebe2dStpg4xZjAY5OOrHzPxqFXJRjTjDJbEn8gO31XNw794gq+w+17GL3a2/lStO+rQ9hcdQBwIWolJrBg1Nth8VQ2rsm16gdO3HFg5EB7CBbZOpPIlKZ2UBvGssm2Q7birQVqEWnpRpqbxc0q6hnQSaN3I8EYxUUJMOWSZkM7XJOzyz+7MfZvp73v+6S1sCpTCbKUiuvBVJ1T11Tdbzcn2YV5vQroVo03KJuiE7HQEqwBei47MMYdHXI//PNP+C3uBW6DqODlqAFrIx871EVxWkVC4Uqjcndh/c2pmXcWoLrs6BvLZnIyxQIdPoBhdammNo33333nmcfuHyHQgMaX6sVapZxc393bTU9PJS5gQsjvm13OFizEnSdcb59dyppFKs7ee8xr7MYn1wSDShMglRG0CUVdqoM4okLZZhhAeKq01LQH69yTpP4az+zUm06y1dhitGFmMwpsFAxXF24drXX39bnZcgNhRdXsVGWpNUTGK7sNt8H06VDGNA4tLAVYrvBKznK0Fb2emA80TKLVsX+AweraTFJocxvm8iyIdoT9eo3egXgrIxhaW9i4iJhoMhDs6Oio5deHDGSoQC/U1YCCCRBTUJmsAjQBzUEA+82Kpur0dgoNYFhZEsTEyRP4VnnkGbBISMIa63O3hXmk/PPXBZ8PGTziAzh2bkZyjfXgd7XXKcMOhHVvWHtwy7Lv3vR36l14iM9nfs7csppcX93Xy0p0fUGrKpDJbWRRbJoLRYFycI0EZnVvDvvgWOeDcvHTVzJXHQqs8Y7LqvqAAXtQ5CBpUWg1LX37wEJfi+ErMr/+07sg4yNe6VvsXI2VGT2AqdZ32Kifc/VLP7oANzQ1YwaMGP3c4tbuYnm5xo777cs+t1c3RJ3BaSfXVmQRf3XTc8T/h3cK+KAjm2AK58vtH+oIXJ5TYCt63NZ8C0dQRePw+BrpM3jv8wTnd7UtKKDtkOeLy/09HgpKkUYDi2JXL0wZeLmxtYRUuNpqwljNvHPd6yjVMEVWIJPEV+ByaipOwCK2bxlYWGszBenyzPaBqPbOujHTLky9Djkt2vIqNH6YubqKNRqCZpH05UaeAR753KChQjDVhiuUf3NdHroL0pZuwzDiUBWyTrW4GudXQKDW9Lv6ciicrppAydZcMhpgs/8+fOuli6S7EAp5XSFdE1449Fj7yacmXnuNMhg2nAOoa0tgOjobBXT4wZ7d11cjkXafqBkQI1hEAKJ09/5T6fPXGWkttjqp2mzOmvjnly/uGeh86LFacWsrcifevAFVXgFyjKtoSFVBwCP6Qpp4Hm0weIdJMxw1ln+Xd0QJKSiJ4WalUVctvYDG20XYRYQN166VfDhWJaV6o5g199wx84Yd2fP5no/8kuHX/3wpjMegL4jOXbXXDzPOmf2Q4579D/eVQ6mGuSRUK5XtGsxUk6knHvxA5+fvwRu0H5GHnXJ8eSO7Ww51gjya4TeY9mDtnT+UOk2St43cnlTSm9lwdyS92WzqqNhkSygNywhucrPLcpnkBFy4/p9n7/7Ph7fLTgsLLrBkogk618jYbpO00B5MKVuARgMQDMTV1SaXBlqcKGANDz3yyH/+72MIKs0BpY34rVDIvLIyx2myzGEogxFuU0CWfQBSdbd1P2778L88uHCj9MufPJvOb/ce6tgsikCxBpii//L1737xkbthPVeZvrq5W2w0EwYkk9GbV38b79jn9XFc4ko8VmmORO0XYQ0BiyDjdLH8i3+mTNHevUT9w55aTUepBeoErLxQAU4C2FWA70IbWp3YFza7YfiXS0nSTjymEb+u53yIGwhYthccJw73hw/15Zd3fv7Se1UDcOz+J5XtpCA1M7PC8P4Bv43O/jC2J5C8NLvT4Cq2w6ccB6zChbgUY4qxrEHNbawUEBVXd9O8z+LU/UsrCUfbhAEpUA6L/1Lc/XB/I6SlC8Wu9o6bi1YlU51W7VVIKAA5QhNHAeMZTPfLQlU0zJd9x/G6ZrIkXm1E7LwwEsjI8oJ/tykS6/aoHVfncgWuRI912PNMY21aD7S1HDw+xISOOkRDIhLNiLCa8wc/76c/yr4fO5Nm8XNM6Slg4AMtPUoqmyFa06J8eJ/xxtX1dyHHo2FDMcNeFZpPWzzs2SYxj1v30s/2NE7PgLPvIOMTH3B9MPeg9wZdE948mmZK+d90N27e9fgXnxEhbar6Dn1XH8EtwYsg99cRoFLRXgMVAtAduIL6rPP55n0DWNeTzRZEmfk/IFTmAqzLuJ28ubooGtUapyA0Zsl878qefi/mQevXru47AlfPni+JNWdXj6Wk86oUcVb1enP1Nneo/ck+nt8SmY/60HLmwrVa7sYMeuiOcTp2uS8SULZTbWPDqcKyTfOb5YY3alibybYcs1OzTUc109vR49jS8L2m9OqylJGEstTEiWwO9nqVqIM/dwkwuPSHj6LfuUQ3JnW32z5zExowNSASeODTexXEa5Xilq7wBk312rVhozp1Vdg70QI36o1WnJpptLpdV/LAacKbx1G/azYUv1YHbWyWWVvgT3abtzmvZdHflGtfDF3Mm+Bn/2PRdXgIQ1FHmQqKkAW0NIcOx1Z2HSGuoDaILl8u01CDgUr8duYcFLS0o402FfFitdUAFugKhR4+CJh261AH0LxCEauw9YPB/ktc/TbE6I1X1M0JODRMkAWMucpkRKp4Rx9M5YSq7F7mB57er89uQ/39httpgkKsBUS9dT6JyNmAFde94zeopWjPSxZr8HGX+vxcYug4WP9fofVYYCIZz7cVHY2PJsABqlxWpPTqSrrAa/zt7aCgHwvY9rnNWNAmg7X84hQOMz1EZnu1imp1n0j94c/K3qiSWwOmF2pupZrDTE2J27m4ff8H0MmNRkfEobDgwrWmfcJtk3KXVgtYk3n/zjbrQa5UjKjkhOssB9VZyFAqGlTK1A4xMbMxvcQ2SIiC4Tzfcub03U//11MMKO7KO/Ukq7rx87+/LlkFwAtxMc0Girt5xQIEVz1GJEm1tYa4mOFgS0vvf37+pR+9/eLVcxpowK3Gb7/yy08eHmA2Ly9enccCOC9kU43yzsWKFar4+r3T8zWG5h1uxLbXOXVLMW6o7b1ud7xcNlpj28Jf3WN5SNKhGhi7ab3XYy+WljygU8L5pmiwaSqvm0KYkCiJp9yOa838IqIdaw9lKoYDVnTsCTNRE+x4b/7EGLk4uZTfzv/kF50nuswhl4m0L60ts03t0Zc+sfXGtLrXDP7lpRrH+Geb3loVH/YYJUvWyaKI0g2b4kjDLmOZ8potHDJiy26DEaG92IdOEOWCVkSt7YSIsjYS30R4j671asphEh8UHG6A7AgKHhtlpgwVG/5uQfQlKqFOeBuTkolkoN2RUWGAhmElPpuWGqJpcMC0nWgQXizQZvF3d5pauoMEog65WbApEQ7vQJshCX2oYcSbXIdJ+WuPraZgjaKVM/p3qFib1funizUq2HI/0LydFld06pTX9E6pFsbEnkZNvckSnwXGs/7Bex6DOr9VfvZfvzF01cEDJxlAZ5a6+/6N+gL37NuvtZO+WgwVtop4uXLHHd72Y4KJAbcW26qJhFEFKFTFEPCjLfbuhv6DV5qrSaCtO3IVztBB+n6Pg7HcPbs9j4g+xZL2eIP969e3pIAJs/ByvCo4MDhVhyoGb28rhLiaQsOgqXiGfaGeXFN3vsq3tnQgb3Q+fo4XmfV1FEI/eNL1brHS0aKyknUs2t1U6vVGaXzcaq1LTIuzrdPrHevdvrBx54jxx+cSWq/bDNiuL1cbqNEhip0hYNUJlA3a138sdPWAF/M6JArdvbiyrTzymQkPDNakvGqGHeWlVIlxs9xVCYirojpVfKWBBHuJSlVX0mU7HLFQw8lc+Nh7zxxRyv8rN/gBdx81Mn0+o+ozcNQdaT2df3Dvpd+96u5yJC/mQ52dNsI2sL+zJrDg9hpXbTaycZPBC4VtsMeLxRgVs9VBhVu/btKdB5s4aPGxzWq/Mbs7N4SPES3tnKFRVgNq8ZpUMlb2HDQja02J8VwBmj5MHiLzPaPjsV2qtLYTNToiPREjw72ewya6tRREJDWluLQis9wcK26C6J2V6FHKg6CWqpJS0XOtLm9PsLA5x2OsxYtoiI3wiVHcb3aD+ZKQWMdrma1i+NDovaG2LgcQtaseajmbUm2hPJesrDHKSXJ1etvspupFM3hfPzcVo+slrbODnZ9WR9vg8y8v7RsjJi/ujnlhZh2oIzXEEOwwkFM5ClIFHhA2ciVz68FAMIigqUa9UYSrFSptLnjiVEo1oiyr3lKgGq3bAPiTDx+/8/cf38UUnMsI1dRutcZvsZkuybgBCCtxo9+/8VbcGPQ3kFVLTTUY8WZSsBJ+htAtrcF/fvnTX5q87wv/+Wtfe/TpAyNoIcupbDgAvX1hUmhmapxqG3VnlunN1wp9+1FZNusMf/uVtUg0WiGNhToa7DAtedyHzMrToICdU3QhOGAJydl5g7m/B1i1QUYnAtlRm0LAEMPZEHqlaDWB9r1y/eo2297SqaCOyasr7UPdkMzceDNGYfTipenetj2QQTfiy5LVd+ieg2lL/t1/e9nnJa0rOyyoDXQZU1fnsH4L9e5GAx2YiJeuUloWzum4kWOQsZ4gBFkSYEQFsXAXAaRUx+HRAAjL9dRGE4y0OaqMdztfTcnsCGspwa6IQYN4MM0hHlWw5nZxFFtW5ckdpdsCtHd5d3c0RdZkubTQlBSMjPbIsVTNRvqMxrburl5PuI2UVd7IZ7mroNVwwO57GhmBZcA5AqC3/6CKfypLir3tHkLAt1CQRR2vVBrBHk5EkHfo4G/ZzDNe75t1pk1bhyWXBQM6qqS2bDtmOv5sZnjt8iuj3RrzZ41swrcFLPvkI1OPbU2lzh1ZWVTM7K7HX5cFuoafGFSv3UBJiY2AtZAPPrumXMnKRgz6y7pyRoD3DwRW8tlDCNc1Uvs+Z7p2u1jAfwlYYCS2zSOb8ea4AR3G+hgcffcaGXUjHjI2fVlFvEqjN4dFOzjGZS0nl/KhFvvDDu8Wb3255pibS943PNGMItfW1v4yG7cNWGrVQo/bJEJYy1h3/i2t32PRCcW+A5x64onEq1t3fTqay99iYtldf2euEb19M9t1KvB2orFfAlBrGBVrCUWQY3hggFi5SlkI5auf8BQKymrdoFsZmtrKcLJdJraquiLxvATcyAMNXoKK0qyKSNhBEHxqBcDSCQ61an0Q0OuVZ/OMHttVHXZlzwAw5wjsw+OL79rMpbmNuNtAsmBl3/EHtxNFUOc0pyMuN+l8RGvkG6uF0S6nNQzmKLddpFxIQ5DEK0DhpGqTreiUfWCUM54guOvP37grgiyV+COHZWArNDOXyHnM7cLKUO+eK3bbxUxh+WL2qU75itsTjfQ0V+vRVp006YQdmNouVTmOxtpzudm3gCKgAxioDipZEx5Ich7XfGK3w5zYqq3VSgTSoIus3Wn74t6jhroxL5bL2UZyuuC2wENy4mNP3WVcXMrMr15V19taiZfeSIQ1wWtFligpt5zWvXI1X+ZZtTAFhILY4nm10WG8nq+073cLpEpX6U0wWl3conqJqKE89166ArGATyrMiYCPDDoeWqZMsHXREC23sNzegvtyeycTHfS/8TNQVhEFCTk8E4Mn7nrmfTAQ6wfU5ypL9DmBP4LnL6+0RXy1usJibP6Pt4kjw3ShAiyl9e4BR96cNxeSjY3RkLfB6g5W3udhrzzzfaXHBVd2uIXNqkVb2+akBlOoKmFn4cKLCcqgnHi8889vrvtbyFRWcpjB9NLWioNmjRPoBeLBEf9njwLUt68EWsNi0WN1SoDVRvlEf9CmTEInIBpwEmpJfbOOMJLuJ+V+oRnXbROW8lZtEXN6rWHf6kzd064f+Nu+l3+82PrwML+TujVj6PQ7zf3RxT+v0XTyX79y4F/eiNElqtEp+W+u+e8YZ165vqvZHrNU6zmegBC/gXA7jNZu62aV7DjmONZzohP3vcVXHCs7sSsbztGWZQA05DK8APusbftL4i5gvAywHRrdzQlxrmIAQgqgQKjuN8IRXLZE9YJC3FrlgoMeJSm+XFMjJBK0y7M74oGOfqvLY41iShEGrHK5kbleXbpsde13sc/43kK0IU4/UQmmPYeXhNsMp90DpxHOoNP1yTkQ3BvsoGx7lxdmvSb+V48izyzmIVGwcKTDXLejaA3w+VddzZTJHl0KDnTqZ/VnVOd/GSrQV/jpz37tu7PY4xWnvdhcf6l29ElhcVx863llp4Fv1/VTo9rgYH2qCvAQeLLbSeVK4wdI3SmcPcecbWg2NMOta35SPXBf5+uFUjpHIYQIRc7sBWulXKbkcPZqnX3tYxL7p2XYGxIc3urUrhHK0E6tU2WOPOgoctDmKvdaPTnZ2LCBBLYbtg/opEdTRT4ouQ0Y4ff2Eg5g1Gtle92+1pbq8qqntcNrsGBD0dAAufC7V4ajncwyzbZGYjcuriX1Fh96Xrb6q+zOJnDPHuzCAkItqj195D17iGXFAyOSzVEq75R0QHRiAFShixmopIAZBuA1AED09TJA9n+Ia/2B/iHzzJe+DTHn9I5Tr958DVXrLhOYs0huT4QElO7jvWWgLC4wNcYGsOuCAdXq61fSyFg4zIVcJqU0SoM0ri1tXGcoJwyMRy3aSKk4X45rDJFUsz4QWVbEf7E76nawzSPemJz2dre8WsKgfL0Zg3wdXq+REBvp1wAnssP6TvjeF7EY8s0XYpJdkPseMLw0ywzB1t2SbgkN5JkNm5KeTWDzJvSCckIywz/liVVbqstDTxfq7bS5tSOUlGucss4DuJQGJ8L3RMj77Vb35mJMrUIn4cqxL98TXlgAqss7k/O+Vp8ji0iLaW+G80bx+PrGbk39+GHDmxcqmhF596ZqthkWm1qB046ajbNp7pif+Ppr6WMHw+9MZVqtni4InJ9vAm20tQHU1sR9xxB74N5nL4TLHOy3t+NcNl8nge3De+7v/fpn77c/dI/rgadj8bKSqn/8RyN1a1lucm9NxWh3BRttLnyvYRklzu3G0VdSlhEXQ1hNOjh1+0a4Y7hfQm1wOTafDZhNW8liRwtbr/XnxwJaAPBV6nRZwizcyjsLxY0t1QHYjfLvpzWDzGNW6++ejx3Y176TYKoNGgT1Eq/fK1U+6qlGPzHCVIrc2WlLf3Npc9N8pqXzaUWvoG57BN6mRYkWmziXqRkxfJjrKkAOpsnHdeCyLnBNFUKr+RhX0QyeMYcNVN/78TSSr23Nr/BC092uOyeOxt+5feZTx5yWzu+/vGjgakqp3J6RW9uDpeWdIsf8wwF+Zrl+vcn7dHCTUxXSVt5qdgQte4dPqBzf3jn29Rbl/9TqGOyJbRdDOFuSmeJinHOGboNcj0H9rb8liQnvbrEygNWAIgIrPgSRaXpcIxyySdSMw93q5TTD19jvRYn3MvRyDtvrtDAKixgVnat7zNVbK6l6tuZBfZ84vm+ZnrUHfkZ+XKl//K6NO37peFEG4SMdppObQCHOTZ1DzN0ebdZM1RdmslDK6pn4+kUGRxsdXse6JA7w7gIhdjh0de+Yo7hDVmUuwmOKndc8Na5EXAG+v2/eUkYvUSNxECdNiPFWI9AHeLtQhfBPROp4G/urNCyb4UifdoCobxoJpwtA9YbjgGks7Ua6lQsD1ORPRU1ZhzAIcuCIT0iU15SqQI8/cYK5Xc+NhoBLG8bxdo2MsmfXUT8TNnt9gugEbKsct73Fl8v2oLH0986IiKLn2PTjmndvWziWKpbq7MD+aKjf0ubs6OodafI3Q6hyzdq7vzdk5hqQvalzMBAKtA56rFRjczuH82jwQyeiVsM7v6/43LzJrq6vAoobIYvi0YjZYoOFah1TS4UGK0oILePZNZlS9OhJb0tNxhODH/r5Dz/xwJT3/X92rgslhQEmJbn0CwNUae2NLO8MGv1yTkNcOMpdxkK9jqAZWb/dxPtdwu1Np822Gku0B716+nK97yBbWcaQEOGqpGSTw3xIS24nr75XPhgdGnUMzYGKbWUP7wzVoBKu/aUmh4Tt7IrJ6HcgSwsj3Qa/hZCd+NKNmzVEUeX60SFbn+Z5RYKmFaTuwg4d2yPNlDbXBHcX+t4Oc/iom9Ild8Rb3spMooko5Pga2lhsznfZQ2aRZFktXgShIAeZofvG9797m2Eqgmti5JEvPxbFzekybdcyd+xt2EMFm7QiF5ilyUWXM7a0W47Q+cUlcaTbuRlb4zjZr7PPXjStVQAPJDclI8PCOgacOtrBZ6WxIfP8VbNvT1AR1R5SHRq3vrmQtgbNgy3QTYnNFqXPDXZfeHsgfpmC3AI9nF6yqHg8yVRYdxblpvqE0B3Or/zw8+feQ82uvoNDMruWLldlP1C4nZMoPfIhuPDThIlh5c/2N366ZYwa3nvmjQ9++C4ECfA6Nf+nRbvLvpFstlAmrFmX6lqelFucXsjZKqXZjZkEZIKJVmBts1jdbZ4OGcuEP11WNSt7Yz6DAFofRC+pWkC2/rA7om6mxdI5I5EKkDQUJvDPTUj3nX7HrjiAspRfb4ft1hWBzmm0onkRKQZnb4ksqxNZQAARMGoK2g0q0IosyJKcTSSSgqsTJ92+Zh8h7HB0Mrbwlxu9d/YDjWziOiVuLTlaRaXE9w7eFe5G5l/ZeSji/u31vKIDXQB8wmKc49AGQCOWSNeA69wzU4Va4tvBi18Y+Ktg+2CMr3jJEqcymVw1Lmj51HwA1mYlJ5WmH3KqYdy6I0qPmktHTMai7sDZKkICKV12I8pMFcZ1tEnCz1ch3UfsF0HWj5kQFC0IZAMpBnOTV+Yj/rH7+7py9msQNg3fZ1FjKp778krQPh4C5P7HY1OXJEMt6BGeBMipMisIpRWeaL2zs5nYzUvbJGl3FzVI8DrajS4+KVPNzO6UO2Bg0/XGpcs3gZ6aK15BgM/91lAMGFqu01tchmpBohVj8GWRooEH92NPfQAurSIaSTjq2uvvsKlJtRQ0XtoRhgcotkt+7y9FG4KctjiVun7ojG1x0yZJ1EKRQZTVRe+X7kV+di12PWkM+FxzSUewVSXV8vX1kSOezCxFbVbsdryMYiOno852+fk3ty/EeVVNHbINvO/ByIWUbTSMe5qiAXeEHJ1DoZ6B40ckHb7Htzd1YcbWEg6O927+fi54KCiA4oHjh5sevriduqvDP3wkUNtrWPmz012vIqDB6lfefY/qdcMPH8MIC6uyDme9tphiWQNQphWcBbvv8CBKy76v3z315UulzQdv3O7XvC3aq99CDdv7jn1spmIhnUmgqd62/tb09x2uN8ytIx3SvywFI5H+Ax2x91aMPa7KGoRJMC1Qx070X7swb4KJ9T+8RuJYe3gQtNXYugGtNBhEEgm6x6ysr+ZPgTLgJqWqckUmeDr1qa7+G/WcxlTuZVJ6p+X1HJbfldst8gGXMbatBwyGH9xSv323u+2hPkMHXf3ys+lV/eH97dUCJFe4RVb0pbkEke3qDGHXqJAJvVVLHu1QxR19hUoP7/3I8sqNKq46anI9A/UcQ0889GFT5zFgDMPpG/bzye3bKUaotA4HAUDPvDStU2o2LXgM3Nybadohl1iFKpWeOc+P+VQVB2fLuhdAX2aUhwYjFIE8cKbzwvMbvMcz7EMurhR9RW5TJuxB61/erYsG1SmI1ydp2ayZFLT93vt/+a2ZmBvEbWomDdSt/Lhlhuq1JvI7wHOzyOlhgCwFo9Kxfx9br8Xdq7sePzaZ2CERXl9GNs9lG2MGU8xRfaPOC+YOUR48YO/wRi/fLBqROmY3bhRFzCD3S8blnGM4OeVyAhriUjHZwklGnKtspndy7AihM4+3/uB/Y25jzRhy7HUpSzkYBoBkBiwUoH84ehe0vGIS2ldVGEH5QokeYTtXjv/Tp9D9FKB8Rd99zAqo2BD0igFiL3mAZ1SnESIaj8PiNaXsE5EODaf4UkYy5JPmCgnINsBoR2NXtkq7GyQClWAT6sUUpjr9/FvhuzzWu450tMLMtZ27Rw6dOBGZ24r3HDXfMnlDuQYnCWXYMLs/EkqXjZpBI4h8Utq4/XpelYB15KWVlY/+zceai/lqC0xzokOVN8WGItMpDUABsaxBI5CzR5b/3mSYN4TmWCZrYWIASRdINyh5CYr1et1ckxLJ4xGVNSFGnKgUFG+nh3B3wA7muddSBywe0OKdqa4mXkkmoOBvHTO+mO+hIvrR1AlVnV156OHxbyczr1TenEV2YGEFst7dE37Abfne8kWHEPpI18haJrXFlR8n6CGJzTaAXUywmBxsPrPPCMkttlgyncyxt70BiLx79823hF2+sZzdyZBJGRroBKeu6QcfETYzaz++CXbzyiCEfqAXeCEJXdnWEUDmFM2kK1+8P/hvf849M9nc0wNd3qrXFHqXAUlARuDersT5ubZDHbJO7S5VxlqjatiWTGfHQ6atd1NQS/RAJ83xXoKAlLNbb6UAE737pEcGoE6lK3h5tnhyHygR+PCeDrOMHAuCLWFR1TMGtEWHWp3hrQcxNTW5zHcpl2bXrWBL16B/7e1Kkle3KQFM83vKQth7NO82bdZ2y2C1ewB4bMRs53gQsqp1eT3VhBxQY1k3O/T+IX18ZOyPbyE/PnVjK5dribz88gUQiP2lAqUGMbF2JqXu63vwk9rDbuDpDp26mVxfsXmKmMsVcQ5aa6Us4gAwm02EWfcdo6bljdxq9e7DY5eX4iOkA2q1pubepUpGm9tBwbqCKUb7sXby2J3Hc4l3L4iBti6HIM/nAGerEShptYoKOT9Uhntp4Ov3oMsxtFYqvVdRWgK+WynWasDw/daV2xnljcrAPfflGP61c/OHO+07+VwgCJxfqJweHG40pdT+CXL+GkmCF3YydiPqsrWGB4rvrudLKjTgbxGKKzfPE+2d1Ffu/oxZ2tSkSaA6+fAd8OYVcWOWobbzfjScpfNAms5wMFyr4xZ9d1fj43C719iEsPNJSTdZ3j9gizRR4q7O7ML29G79IlV57Bh+6+JKFYPYpkpxmoRpsl1vt4hXZmheAYIEdPfT+97N2XRm3dbMOvPCDdwm2z2TjE2Td8ubm0CkUzqbNHEZpk+fA2WsXtw+6Cxfmctc3jFEkVyP1ZCqAwvW+QThbSx77w4bY9wDn3z/1AuLhkI20OGfRjQzl3HTjpdVtk+ij7nxZKEaDZaApgvTKsksl83yHrvh3TWV32nef6KVUd2p6gqsQQ0E8VQZBbARKtjiRDYvqgaga8u8TjCwqjq7px+LC2PUHADsR1Yps+dFR3P5ACz6rGAdIVC9RXTb1PkpKaRoGgjNQyqjGHiI2K2g7rbw7HrM4ai1joeR6IHq6jxeylFxBAeJM+8/0t4J1f70elu7wXJHh/VHe/CV8lCbS50FCueu5jUhbCXHMZIUIINzwFVIrygGgwqJKA6oIgDIXeSwMB/z26BbF3M4TpM4AkNOCJC6Am2M0ig3qpWoOc1lMxrYSTpqpDVLMw4QOOrENih9Q5OCNB2jmoSTub0rHxyNOm2hcARu4mQIgAy7wv7WzvWlpUb5Ng1rd1sK7v/3wJd/2VZCwevcZgcwCZ0CHX/VLr3cC9Pn2i0ajIYjUvp2o3Y7Bh5yORix8MLGzV1J+URwcE+AvpwzOI38Xn9XZaX0+4wEGSl8Q6JBA0YAdrtJWqr71+ye9apahlENyaXUQhUaeCoQ/xCwtJhzLWp5B+LyaCiukQ6oscs90eY1dZvANPDen4opFogeccph/rBAIwQ4LcELKzIi7+SGHhm99vxKa0froCsKRQKkiA1Y2DUgTRx01xYSCQY4cMeAWsnH7J6xgBCj+i/cyERIbtAsd545sD2z5utzjXZ2KHynI6gjlAXJZdUmI0s+U39EtzWdbyxfZfnt9dyJcfPOiiCJci6XXAcBFdLm15vDYeX0oaC+nKUb0J6QmaAUVnKxBa6mNQAVUIuYyU8Us8Ifi+ry7s5cQaRgUxR1KROc91+eN8r5r39D1Blg7VRkt5I1NaGGX3d9j1R6bfaWoFfAbR53R8i3/vb88J6+6dnm0Anb8tsbnYPd1Y0VM8ibwdoxl+Enk/GIt52htkrbZQ2AAQyT6q8YJxAbLnTt8753Kw6KamTQdGmqsmY3zGu+x3ul3/Ly2xnLj/6U1VrDUZ+5mm+CxQwFq//yqb7diYGR1gpvAKYulq0YFr2/vzwdMyPEdjIOw+AWjFHpcmDMjcmDHZuxrMfqNLTccaTjuYu36oIWMKnLjfQeA6IT1MK2tJp4iadWmBfmhUb5oJezkZ74tdWNHG8Z0s4v1g+ApisxxoSps7TD4EJerlvNlWYZqH9qr9sVxIuMz9UJvb5Ya8G07ZXMOKaRKxsrRb0lbK4ooMmopZosmWysGQ2hA/5DD3T2HT+IhvUffW3JjJi59byiphWTW9LrJdDS54LcH9nre39xzclbflCRWoNWnWUsTPG9FXNS8hxozTx/u6FSjm5X4y+l/YclZYoj2jxmxLp2RRSNhIXkX8g2h10Wb84212wclwkdoV6kgUclHqtUlPUC0ONrdQkwLczkkj29ECIo+WqVYXeLdS4rEbICO9oMwjbvUzscm+mYjlBQs8psQqpUIB7aq09YjSAAy/B/L7Du5BeWjVqrKXUi9jfuwSf++d7Cs/PVWUMXRM2oxEVQJzQ5qUtLkm4Lksbkhp9kJLO4fUkUNHuPsafuZI0Yr1et7moHtcb2egz9fb2Bh09KsFHu5OOCt/HKDhS2iAk0IWDJJtfqwCcOdkc6UW1LRpeYMWPPZW1XkdSHew+/On3d7+KXqat+3S3C/ggCGdFAU2JzzQooge3ieGu/7xub29PFertJdJlcFUl6uch6SK3F463kKwEnzKjoHd1mXhJIlZU0y5jREcag5QZ+rJAzwdpzvIhbx4rkg4Ute+HwS5zN9/A7Tyz8ReJk2+TyS9S8a6tENoVKGVnZ1fwCjXQYNnIpY4VgdzXkQ/3tp0wCF6PaSBDx4M/mExZGGxlAbhXU1wqAANB3/WsfcpzI2vIHjiBSR8vQ1XRiXlioKXVaTV1UjrgjrZaG5AJzuqFUk3ZnKADUPnDYPtwWKTatVUVe9syNFMSPBZCdIfJcgpu7wZm9oA7AyL5TR2bemfcFQQSvYYE+t7FJyuBCQfK2toJLmiPSYjBIuhMXJQPlTN+8XB7ymI99MnzrN8umaNtxwbj3vglzNRhs+wDh5IUrzyLStHYxqxbsyqJF/+CQdvwDbm8durF1fNicS4slrJlMZhsJqhmvJ6GW4WHyZqkO2oNjPb3ihcZ9bbi1LKCKWnPLcMnw1o4swXKnSdzicKc//C93Hb0+WPkp0fSeNx71a5czuadb+dBh8CsZ5F0agN+iz2YCC9c0aklxPce1ALLe2ev1WG01Zr/ZtLqQ8dDUmMfcHTBtaHwoGLxUTQYn7ryEZEfihaC1p8HXj+7turB4pWf4IXTAoMUX30pDJ8zB8WPRmQ0xUyh7Os2Hek1YjZ7UqGdTwse9XSWYNvH45nryUItVVohXisUvutCdJbSZTmjVgqEzIpSTW9cyBoy0dkLFlH64zx4vZL3jnSU8UrBokfdH3bK/y2qbOv+22al7TCPzK7fb/XbLqcBrv5t32sqhs2+iBKP7zZMA8c4W5yRpVTE2d/mkXjfL+EqdSlbQveO+X20CiFRsyLXzQ23nVPOeFv/bCHglKfY7tewM1z26k65ykQb+rZQ0YYD1TD1P4N2AIolKYI/98FeOBw4ethg8ud0tH5W3nUKSr85I9XSR5c2mBmjKqWq3d2jY4xaIdCrwnpijWrxPPmGf3aaaAtKOb21kFl7IGFssrSKUfGZ79FPezFu1k/9+IPYyuX/UsXRhygNW/jxTPnN00AzulOXKuK11pV6ryvRDKsnQzHppO+r0BuyEVMo1NU12aFChcKFKjo846B3DnjAXckAv3aBais1XWeXpQBsaN3tR34zeOKsIdsD1eaBlyr/4zGKsJTpez/+fJ3EWAcbY8u7iT05/aSfdxsp9B4726LapFWp3VexFAEEp7wCFL3+k9/euvfDUhXhsU0yhTkJqFTcXmnains3qUBQIJBY2daPvwOf2Hfr4aYG3bRQw2pDPwLza0uLK9HHhtKYyStZFslStTA3sO7wvcXvZodgRz8/I/toy89MrN937LDMrW6IqZ5hS91B3drcgyWCjWuzttuRXmPvHzJul5l+bbWKTuJSvXBCgEa45cudAZW7ldkZyEUg3bzji03JFlvGYjaShE9HMpA222I5mMi+yhksVNSdvH21zxhiX892pozp2Ptqa+auWbx8i/9ryh8fFTsPQS+5vS+dWQZWh87ziwBxElToPwAyjvd/a9QgONKvpllZscxHgwMagG9g1S3/cgo+hxse8I9LT5O2/AaXpc61JzFdSCFh3tEDdsjLoQW8yHcXbGXLBVOntCw2UukTUhMoCZ/j1leZtjHwdgjpSSk/U/oEnJho15ge3uJHF5eGwwnhA1glv51VE8to30hVD2Bi0wV4zItelLRUIn+6tXt2CHVgqI5NOSzsqxTcaVAX/8GNtySz26v9O2gKGsVaHykMRUxAeOtjdyd/475+cfOFfAZYt0IgHRoy9CDt/guyOaiuZO23Oiysy1azhUlpQqOXNqiHi5nNz2XUc5ADQ7+fc7eFgvA7JN7NAM9ckQ7BOon4H+7G72yf2Bf/lIrmxYtxJ6DEXFyTiWJFe03uAWdvXvsEOjYJnX5WVrwlw2NsEHWZjTT8M2ZdMnkzb1G3hyS8Gz/95vr2jA39jbeAE8vpPt+/6wBHsRtyH2HraRYG2lNMZYnSCkKChPHGnN9Do7B8MKP7pRL4jcmQneXWt5giznjbc0hVaKxa/M5N/erS9GzNd1ROLGZbDdKhZ95ncLzYdQmV53wfHVw5GhSmxvN91sqt15bIhfXEJOX7EcSteT2asmlMOmtcvi637yNXnbw6cCEy+UfR3CTKYt4w4oBSYnJ+zGO1ug5VaRR48MBE2VMoc/sdf7nhslCOgeCBNn2/WMQujWdbmVURAF3Uo40Kn52u0pPypH/1hDc634fGs+VySaFHKZpejXllC+Fp6UeVNkN6OhVac7m7Lu3O7bINWDgZ6uruOfX1USOH01awQLQAUXzRL9x+xvvBky8qvS7qokVGzaHK7PUgOLjVvKcZn07cupPbt1aQbBYPHppl4+uxCUxO6rTCakl55r/Llpx1zgBR8X2dmurPNnt8+t9qAs1kDHOzzmeobNRBNHzwQmpwzQs6DgIU1ujY2ywfUTK695GTNskPzm8XMtnR7Vwm5m8faXMvTzMVspSwJTkD0REEyr9N1/RI40SNVj+DTkwopAsG3HQuuoKWev0pAH6pTl98CiIfD9zTNGfAr/4Ks3Ha//SCn3vEWDa8YU3ao3IDydw/ozYbzBtK98/2f9e41esY6CY3ltoXpLNSCQpTTBFXoXS3rrRh/+dXB8J3k2Td1E1qqW3GridIAe08PmkJaa5ppqLmSORZ1cxrO5RqJYW9o3LJxcxcAnk/GbUTtXsJ4cZdsKhgAoEbSWTcgRH/n9sIciulbK5VHHeaV6vW/7NbmspTDE/CGrO5qJSUabl5aP2WRPmcFbjaAeVjNFaCABIz2k05UB0iPXs3SEm6zoyehAqaCP8Xt18rbJVsJUM0oWQQ2Ue1l6SN/PefGy4v/+a3Y7W0dNXiGXcCM4QFlMWUT/ycnGQHgiWD0njaupkMICc/NMiEchuyGm1S1wapHnLYNkX2nNnUIfzSs8P5UeH0mfRuUW2IAQWCYqB2waWNIOrYXzCAsS4dXMmA+1qQVg2Zvswy5hiCzNaJgeaEeL7ywKXDFLOHyXy4F06nkMb+lXoGI4Shy/eLvBgaRzWXQc6DdRPCzJWE04id3C1q3S2VYcQQpr+aSi2Jbt3v2Ds+Lv98kYH7g/RM6z8JKa2Av2ZDQFqG8kluxXn+LjrVLyu6kwvQCWk9dQpDL4vk+JS81aEU1i6qilEUGxcw9A/pCOcUnVgTSBAL2fNXd6Rmw+FoAOX/v+6IOppSuM40MXcctv3qdb6V2br6jlSU3eY/BOL/pbJQ3FmXbmYL/RPu2y3TR12p6d9VWl1qWqXxK1ZmKUUVrDQgQ1gPO9ka55O+zzr+THB6Cnr0yQ2aN22/NFwuZEyP9BEjNxeEnTrpvz5EOo259oP/azeL7Olpm6Z1+nLi1sdUqNXohUKly6by6Hqb5umz/cPTbPysdj6ixmrr/hGsrBswVane3EzaboeoeLKQdqUVxdADQt/mZcxn7Xkv/Q775Z6cgTKqaEcnCrSZMJg9OCQKlNBcSomjncokSE3DXLqZIjRXcJiMlSyJvDmhtDlsfqmrA1vG95StXiok8YgL0vjoAGNgNWcN0FNPMr+uGv4OJgqj0dfaQHZhF5X5j8VgC5sRbxYkuLJVPcHSpxwyVYFO7p6XOllMCU52rDw1YxOHulnsH/UHf7Ds5rwYZvczV65WoE4T1phVSRh6M9A0fn6fE6loSvpTPbRYAV6CIWoVcRCCQusVFpeNroENOZwAfiixiQsmSK9c++GE7gxhJytwVtadqDQM/dzavtB+0F2+UD3iQd4uqioUmVC5CGGhJuKnpDQ7+J8gmUjtaOQVG2sCU5ozaWknaMQzHGsnkTF7RLYf7DCzNzyu2+JZ82KoscutpuXURwI4LnQ/AqSph5h26o052SYFbz/6ABkSDAW1A15L5i9p8k0GJ3OTJlr5xY/ziI63lhoPfTDEpHlpFPUpoj254NQ2R8PV10UwHVa3b1p6tZgWGUXX9/YHT39nTZvBKP32DA6FbCW5KsHR69nUNyERT8zUB88ioZq8rdJrXYFTHTFCzYOaNLYJio2w3dZAFmheAeqzBa2HBAAYGAt0em315dwWEOIaTB3y+ux6954dvT4YD6Eg0lDtfrCvGZFHeT0LdVjON+s7LtN+GBDTdJ+lku5OucKoFznL8WMTtbXMJN8sBZOcr4FZO5wnaaGdAEsITuKjV8kFX2EbIwO764BlXG5m8eUHbzMfXRJKToMvr9Ec8kcEg4gaLYZLf2iWLNBvugOYaEltvQBgcV4AaQ6lmvUFJbLFoiPum+nr5ZTV5MbFbBvtRpWuPllJluK5sFrUatJidjfEsHLTZ3YiFGPR0hyIBBUpUKxanf5uW3XSDhXUwlTXLutnsfi/JQCr4sbtAJJuvZRi0OxTw9Jpyq5W+/rGICcy38EQircsFGJba2+0jdw/Ofe+ctl7sfaiV31yZvplob+/zDfYZbJXkFd4DC/PF9OGNf1oGT9S137V7P39XUfuD3HrwQlJR3o0ReGNXpGxSgXXKhjYlbOE4Sqiyw4c8yalcNGCUdpZ4I3A40t7Z482tJpI0DZPmDc61XKHnpe2L/9D+T0eAay8TqyfDzPnYaL/D9KBPmkllduvCcwUTxZUSoFrCYC/h6mkvknBrQWXeptAg20IhMujn13YODINivGDDIg+MiBc3ClDEt5kp1XYbKIDDs7twxW43eGK7U8Mmq7rr44pJ3udCcuUFE9dsgK2YMewVmpu7ZtLTOJdDkSLRMQ7Q0O1a2YsaegJovpVcXl8ZagvZ3Nq6rOQuLHe8vwMd7Su/t1S7UQtPuC7NbphAUDeh5D6X+XZd8ujeEXuMayBSU/GA1XSxxWgGYaIFUnWHdX5lo03unrq61jJidHZmc3C1ey94cVI5S+kjKNzXVK/CAIpqINz8iBl9+tMBymX77LNoxtyehsRksnmsq+LVC2t1pJwvWYZc5R231ea+Gd8qFSvjLh3utJH3HdkzGKrDwubFWcmNb4tSs5Ej3HAK0nyMimNgOb5RLAuOBhJfFIQY5YQCuKHL3HHX7t0H8frZ+tK5+ZUi124ed1pyi+pQN9SAKqwuOvewmVnFtjcEzqvdfPWly9xEb5Ce00ZD6DtLNZEDjkTFXj88TbRuprNokvqos+WdekyVOTeX0pWaoLNLa4XYSvXVEuOGqg/e7eHXxWIdEaqy0KCOhJyZSu26t5hOnXeBHTLgtkDWokZwiCcDewvOy3SJAwBAFLT54rUawwGaRlps/kN9N5+/2e2iS3Hq5elNzYMOjI8AfFbrXECh7CB5oNDR7q9c36o183Jh3GuezCtjgO9bqLPKp34/N7FcSNec6aa9GYwrQp7D94YMMOX34CRo3c3g/S4fhIlsZW3uhenevqNmNda0iB6pcVvSCkqdMMJaBepr64D8ZCOXZeIxqy4f9yJ33zEwuVP45EcP/+FXU7nl9GfGiDeS3EALMMUyRlk4YgYojZFFQ0EzHOqRUuXCkAHXa/jxQ0amWUldSUcfOKJPqD/8D+Lh0i0UN9skPgms83XJY/W++vnXPOp08tXL555pjEfrZgA96uBQrFFIq6ecpiG3RotZpYZs1ggDShE2bSYvoLJKg4Z1BVxCtW+eNv/HddFulsi7LXSOcDf1vqNt1lTlpyl9x2qi2FqQg4WMjaoVaY4Nk2RfF5FIVSQ3tpej4tfmXD6rBpvy1EqLR9dkS1U2MAjcTtcWivAHO1zpLH/2Co0wItiAfKdPHUMpCHebOoKu5cKa3eoP7z2sea3zf0q11JKbL1/NRl066VcSGR4PhvcHOnp73Ap988LyWFskt7LwWM/GDkKstm9/2vwdZJL70sRp7+ahLP1b6/xOzu9PlV11kZU7PPpwJ8MVhap5oOa/fH2mx9flMil0WWQadDjqvzWTMoEGyeLIAIC9X/6bici7y97ievPaj9cKZMdBB/DKuexP42XbWDTo5No63WIvcPrMaeSvLtkafbUrM+ZGopisGRCOzoIMnSaPjdK5nWi7wcjWVxTPY17uNl3kgNIpzP/Txc0PdEV2t9l3GuIFKX0Y1WQ6kOzW+fIS64ZFkXYroduN+J1uw6ombaaEzhAZQihvw7yAdCxuN1pbyB25trq5ft+psRcvbBy4owu1BuI3VpjBvfc/7mvcTGdnN8beF5x2Y9devuI1keu7fN/pIcAK1vzkSOe+eDxVVmHGKOqLOyYeN3UaBNZB2Byx/Hpft7/L3k6MmlS8/Jk/yR4IGYUBHMC7zOLtuiSDQC8GPDWAk0EDJzmfyUUsrWAeTMZUk6IgqQRftlT2ppLTSafH28VM8RcaRQyoMUD+/43YYid7Qw/317LmVDy3LdJAgwdWCxWn0u8WQIlzWjC4huUTXNZidOBY0EXWynpC0DQbUTSS7QDeVcnXKBbRm0hC8G50Iu2egagrzzd8SEP7GjH3kn7gE12bT2aWa4l5HuhwQrdnd1ZprdeH9FiIx7zITysl2OWlNYsXcfD2xn9X5+73tG2Ua8083RSrMNU42GYZdipjMU6FbEO2yns64ILl67TSaUNVhgV4rwoHKSJXbt7MGGwBgDQa2I7qdsofdd9176fS/r/c+nFVTDcklpMVAHT+x0c+Mf/GL5wtgdyVndmtdB1j7ntoQgrtz797wVEhzORgBvHml68T/bKLGsMtxHz2FgJAw4iVwYrzBW1mlTSG9LUrtxQ5HtfgZXL8o6HHJtpC7vmdws1XAhY5ucRnmNpuoX4HYr1Qrh1yulzV8hZndgJiALAtIIq5NSDpoDRdcJywNm8JVi/ZwJ1vL+c6R5GzL85HJ3zHfEMXE1B6ZeaRvfbJm+UBEhUYALOgLpnpC8B/nuU/fbQd4aEkQwprG309PW0TJpDmQXDizF97Un9y9K9cXdJpAAAcwMgfHz3jB3/NvhdpMapDD5r+cnkBrgEBgOh1qAf2OUsitFqgKQOqmIGdWjFEKg3KEAflNhJaZx3bTOlfjrdcjAsPf6b7pavTuQu1IiXDz29NtBdPWxi5x7XT48/dqq/FpE6P0m7wDUfD5V02WcHaO0cFA3X7YsodIH69tvlEp+vNuPyBY8HbusGgeUecyFxeG2xBYqoYadXGIn7kLgTBe0ImCKK3a/feuW9xZ2qsdS+l8Bu5mqQbj53wzZVJnq10yaiUy7wDcXycdfj8I/s6azG2229Wrt4262SptYNyJPKZuT5wXNpnfYFOvAev/a+ZbnWydQGt82CaZ3Eyzdq0SMdeWzPN4tid+/YZNbqwvSnxRCZfaWLsmS9/SS9dSt2+Xb26srJdvJ4oNqvaP47pKy3y4uRC6fcGwod96HPtZoGce0XaN8Vff9184c/TFYjC48twvxVwu/dJwqYMOuBw2xpi3Sg6uw52rPNnE8BoAFraEWCNGAh2SqnMcWPTWmMBuFkqyfciphiR79MDLy5nPmEAt+M1huiwaaJdMZv0UDy/jhk9Mup6VdzpZjfG0eBuDZ3f4DGXKXLy6KWNsrk94GjzvXZxMzDQq56/NFUZ9bU624a8Gy/OizIf9DmKyTrgI8HOQW1HsO835SWAHgvAk9tQCZE13RVyQxASdDSXEwUY06vNBipTB7oMaFH54nHHjVXxD9eVfQYoZAImDUAdRI44XUoBiduJ7aiJJjOWm5wGtBfyOOqqa3I5X3FBeGAJdOJovx3dPYjW2k10GQAGTpsbB/Zwa41iMaMzIFMtWHFVUVTbcmWr3eobBdAyBUawfCtlSbvKa1q92eSakgjwqpyAc5rqEOz21hK/LBKxIm+lcnWurRu1hSEjl1uPU1azyZpt/97Cnwvombuht/+onGnXUjXgcwcBcFEZR6EC3IvJaXRFidgBAdOvOo0Rq67UcoHOdoeqwRWGA5B6k9pOli9fM6wo3KkqTuI03yIrGHlrmfPbzA94w78uA2rQCBklrpxLwhgiEyKDd1ngYXd7sPdAYaLz3O8+pcj4oVD0kX0DvEaXFpsQ0xDr2QJeRaJtArz//G+2vINgMFNPNOt8gesccWchix/muKYGQF1nYBIzeouNSsZq1o3VJpVuH8byqwYFxMBOTp1McG0D2W6DaeF6bsl+gzSv5y8LqgRZkUG2KyodL3G5DqKqy6l12IuBmXxx1hiw8RrY7tlrdvgdDDAatOpu6moRbbSZgzhPCo1ynvqrzwxcPz9zoMvcYQNfvlIfIMwWq/b6pv7IcKBSLhZkz4N3WuIxo1G0CVWMtNO6Qa0lNeRkKd4bPV/Awmy4fwJIt/Kr27vJudwAzOHp7F4xlYaZGwUi4bV3F3XQDxUI2YdxKzHlhB9ZYfUtUVJww69ryrFWaaI9jPzgk+DT3028nQGK1ubCZfVzA9WPdSQr7vW1mw2AfueVRUgBJ8hwv6F1oAfcleFIhydqADlF3oyzfsLAZ3kb4ExtVzyavn5FdMiQJ2JqJIt7J9zyTrK1ypB+G7O4hVx+9kp3V3JcGbDfeWeayoSDfWsAZCD0gNmjiGxadPoZNReTb+zWbB5ooi3csAqxJcHAinaJv7zTBNK6SUMMt5ZueqibfrZ+iypVN1WAUUAMC7avaCtNUaI1byYKZPOZoLFsDwx72tqsDpMI8gvzi3WQMAKlZsOxMpsr+t5Sp9a3eFaPmgiX1nSJzioRcliCTOaBJ7q1J1qM38mvvlUobptsNn0pYg981+Xk3cxvakAILJzPQFQlK0uwhlYKCbqpldHuA4956ruz0QO9/OTKHgN8O+N/2E29hlqeHOov0aJf4algz3C5+qtG6kQELCZQSqMsisfp661krwR1pUlZuklPkmfOYD6GbeRIfT5BHQoiql/z87CWYyqVfF9r92/fiEUVoKngmeVNYJmGTw/r427rSBfLiGyFL2SF0OEA0dsuMXK4IyKyWQApmkRdcxhRwyAB4gSkxKu1oZCL4auzCUqMmtY212MrmRKajgrAo63wxTKnsGAkZGAMhpRiRyFa1zm+CurJJgWCWpqIE6gb1kRcEXzh1f39oMmd2UxLiQ0LVENx6/5P75/96N7GpaJerlelOq3BIQKeXM2GYJyum9p3BPOFAvclqw3mSVGS6kU7BUPe1p4PSrMXyloTsA93ujsJnt0FC1myUOc8+Po+yUWr/U53KrYVCYUTb+5aGewPS/yekKiVlGMB4OggYMkBX8aAb+sAaIV+ujV/v5HQCnzJBmyEyPA67EYDl7jy3E56DMbv3wM6daiRk0ZJzrxXOFOttRnZPyT5+rTO1WQIAAatmKmY/iqI/FB15FWJ6PNLsQLW4yOpINk5WOaWiuu3HXb7hyLDNBPtDscTtSJVhkiWlaqNKs9u6bC/I9gz7GJ7TfNJW7CZtu+NBILw1iSFQHZ7J7siZExZYxHs5muY0Y6PuOj55s0CG1c2i3v6PxU4eufZ577YsHJceu+B7DMEA75dFStMlVcFzAAv1KQec0SpHKSJOUjTDPJiUMcKFl2qC3qd83c7cinhYKtre1bdWaK8/aZuTIE9WqrETBkJDrRuWcLmIdobYwu72aEOi1fkrzXADosyV6mGW119amNzB4PhqK0N4WVabhDa6jTa3ccKJ5L8XDuzHTpyjJIpfqFACZq+ufV8uTnolPk4xAcNn99nnaKlKi7Lu/Qy6Eqm6bpVOy9oF3NQwArjqP8Lp/FbdmBxK/HCyW8ZEY1yWoinnJHPepvf3cz9dI56rPPWoGfuHI3S+P3GPcPuEO6v1ypUt2lwZNShNUrzu4lkNd1LwBfrUkQXqpBtwiUVKqX79nWtyhQJCgOF6lzTPNqBMxiSyaeQng5Vj22e/ad44vWN+394d/vuHUd6o1UPTjGFiw0Ei3Nu3K0e9Gktu5Wl6XQaQzl1cKg7BBEsvZucy/QAFmPOlLyV/Ovv7b/xd3/K1xcB3AgIypgpHNk/uH07e6tqhOVCRa0jKNxcp3ynG/vvuxsuMrMzr5GYFdcRq023Wcy5rPzeV895vZrBq5StfKsX6Dcbsmnydcr244v0XdNJPj/3xpvy5/89emNL3OV57IXpxHZ1YTEBGOE92370cm2lPySna6Y6YDSjsp4tZS2DEgS30pJjwODEbJzV43aTmAhUKT3tS2e2OozGNpd1NlMKR9q8bnqUA5aL8OOGqGqqq4ooKiDg7LOF2hbmL3bAvEeBLQJqkZwbcci/R8nXa6Ubc7awf3GjhFdj9r3DS+/dwE90N8wj0uyieSs28MH7ZWMVCNcOPviZdOBAIZ4YfJ+FW0d2i2BzO0b6InayOc6J6xSzk945M25+4VpeI9R9Hd5eykqTxvkGA0JARgLNKVAzIwwCdCPwy9uMy5I3+c1NiUPW8umQmai5ikJd0CCiJMMtwZ2GVcrJfPWaobnzGNB8ust45cn+jb8KbeSuEiRrvbcTnFNON/Siaj0TDiQuLksPjNUup5gvtbZOZ/YMWd7qswAg4yAdGZKE/jpsjKdSl5uZxW1tOWaRGmpip4DgB087V29N9didOdzu29czG+cj51Jj+5mnPwouUuo0CXx7A+hCAedpYGUXXCjrTauxVxDcduYPHBaBYC/iMXnhF+dTh2Csz2xYUzAMKmzreNhtLfP67ZXZWVZ5P8D7LaZhC6o2Ksc6reMmvshh7XL1DlN0LTToc2glQYEgI2lp5m4XqnKhhqNmW54MSDvTF+Coh8/ZHGx6R5J0As7SPHHHiWDUJaGWwg12rSws4U6KrvutpFn1OQWi3ADIcnPcTJbRulm01Qy9hFip5PMLTEqSwZ2ZX5Cz/wcMGuE25h4j4c/mxaWtqm6vK6mfg90Sv24liCOSE4fi22wm73UULKFincLrlE/HHBDKFyC/mQmasEvAakDsxrfrjcGSsq0Tdp8VxHgbuCanm9vq8FArmmqc7O155zfTkJe4ox/9/nm6D1MwpnZqP8zmJXYXZDXhwurG8VYl9c58WRTbncKc0NIK1fNLgkFhpuYuv7/PtrCdf7cGfnwg/N3NQrjd2gTUvJRdBcmeCLLAg2Md2psbwOiIgxzVpv+SX35XkRU1+EHM3yZAhw+JwYj//11hGqXG8+zgUIvuYKAw/qEKlLpl7+100UqttF0ZOjgwYnWZIUIIhpxbwFeDuZ/HiV4ov6ICPhjsbpopJ9RB5OOrrjPHkNkVca+PWi6DerUUhmCkvykLQYDjoAPVwluP/3rk3mmo75+9lW6IbDvpxxsYdSO1Ky5PgmVdMQXaAZ5NZvw+h6R2NKl6tN3NTxVrJWlA96QvLH63zfs2dOJSvXp3YOfOU30vzsVt3R3DdnUtu0YV2V1K6rT2hDp7+/t7lVBu9aqnBa3A/a54PtPfYr7/Sw+dFPlXFqbZ92K7W/K0VEYVtrOTz0HYns9OkCeiP/j8K9YOfdfiCZl3cmUKmPDuPem49I1tKS+ltdrYFz1+0ozSjrqZMUO1gG/C9iZSym3c+eBw6AaZ4R0Wu9iOsKl43YICWJPdkGQfpk94sIxNAIolRPLQlUIPAYbharGp2kmLgwstOodvWqYEVW/f6J4QSu+CplEMe1dX7avGRTIPW1ubKKcqBaezJyZx/hHNWlxfXgatjx2LdxqZbs+JrrZL2H1X4fH4bTKMhzF1CnJu9gYYxeGFKwE9RtVzMVShhrt7Xr8y4w7aWlR6I9k0WQA3CT7UBQqgqRpTb+AwjCIIZBRowOkhdmkNkkRSFgRArU2Cy6gfhxo6mKVrRMCIy+atMp5ykPkPNqp/byHtDx753kn2PfR1gaajbqOyprWBWjzH6lYPSGuWk6H675ewEJH8r0Rg3BovUMPj2mpTzsQb+YsZSnExFCKJHJtbslic7S5/cf+ddS94dSfb5RKq6WJ1qI8syJ21wNH7w6aNpnMEav4ZmnBI31KA0Cxoq+t02PnISblaRyMkcFUB9gSMPTyygVDTXHV4rz21nF/msXvgYHm9FrRDPogkpO0jbWouib68oxwxNcJh5JNnoOkN9ncpsOmyW2zwzdxcU9f6xoZgfG96csONF8KjjpnLKQqyeFQ2X0ftuYpZ61gWU5iWjY62T2+WsKjRIKzdMXQgGeygjuJD0zvAxvbLNMQZbexhVJqkAFB1Of1ykasoyX3B1os1fbQE/re257C8AgBNAAB4HdFj+IPGrvb2JqjOakYKquc9uvC4kV8mjY+VhI8a374ISy2wGCtbQSPN9sIBxYtTMnfEk5oC+3jexQkKZE+pks6XqJyGSIJIFRutnmGnaWempnMQfXpP/H9yTiP8ye9OrE2iyQ3mwFjdZsCvmb3X55L/1ltLpxJOsvVU1LBO0ThU9JmaQoUn06QSqN28yUQCIMTLWzXXvVHoj9WKu8XlZLTzG3XCbViNiWQYqO3UvTwsY06hVLO1qQvPVUlMN7016D0PC37zsc+cfH7/Kx1HKnIJ78xY6HFU38oor4isxfRGiv7sgcCtNdEAKkGLx3EjBZvLUrsJJdx3HvDtrrecqGay1SoOgj6jJeJkmUxuZ04/5NOJPBSRimTALstq2xAxwxmRhgLLVigQNaZpod0ElIu3ps7/5v33/RBRTSUJlijU62op7NGw3dXgsqj/KTb8WGTiY4Nrv9od1b3H1MK3sjmtUbVpfdhSNh8yVKyDjyIOoD51vsQIJtP11Q0R0Aug2FQlGdB7B/tYs7A6PcnBjZJZsw3gUg1Kx2XDsKelZ1ioqIfsWn6glVjXd3eTlSI/lViFbpQxf93JVQ+8/6kV0y2+4j4/OeMZwdmdZmwKdKKG/r+d2PxVbputsESTA+0spqty83K52Mor3m9G5oJPBn1KS3/FuJO6mECtxr4JOiEWUu2QDWQkLVbcC9PXRaFBRAZbeDlX7zbgBgDb3RPOxzmj/UXx9tZDhvtwcbCISQSSxjQc0LUobp0UNh4Ktb5J1zRVcrYEmunNhtnFuJsIs5H/yebIXx3vunts3DJ2Q7fnUgy0omVugK/7VGt7ZQDrHYocFVZXGqVNzGEmG9jObq0DhmQYnM9rdoNvayN1e2Y56NcwUFN1KWhFdYKfkjUBxzvClsXJso2Bm04LxsM0xHfsExIX68T/JwguACQ9CINhv27j7rMy6763e+4WT4hCgEBCkEKheEuFflXa0pbyA6VYSALE3S/nfru37jKz4+7zjrwu//NYQUlRzLhUSG7otYWHT6j/QIGE8diPwDsvGs7D1UabDuy7SVJW573VzbN9RIhWoKqhdL2iP0k2U5oht5kH87WU1Lwo41rUCCF5WKUiCqVgWbmlorauXROTTx2Ohhrxi7cilVYxjZD7eYpP2opqwzHwukLYOLj6UZiVJWgN7zsqD/nNTJzjBKTeQn8dZh4xWCJZbj8AvpBKW04N+lgqES/JCGkWsbKcNmtNEoUkZstN2Gjg2CcEZWIItHXAs3Xxco2qjjlJix6B5bkam4NoJDlfD2lGJ3aFF7YwjWNuNnO6X7o8TYcSVdSNaezOOa6iYg0iQESSFY6HOmHVcOhzcXAQCBfK3jQ4ApcGB3fptbnrQW0+QmicQQGTSLCKtI4TPkUoZvnm7qbbg2hf1z/y/3ELvLhdIHXdnO5U7PXojxWgZxeuD1hrb+MEbzaZnmyJd5mojy3FQrZCcnJVAWdkUa+0s12Ut5vMphMmJnso4J1aqvaRfLq50UFhlgp+ucn5YJ5KF18J1UfbyRGvGnruJdanXSSdiblUn1vb1acJfVh5wO66LJhzsu62rRyeKnyyl6gl1OVUbdCtRyXxQqLUb1b+dJllEbAUr+OA7a1g+k63Ls5w7wZzVqx2pdg4NIJLcRCT+HM7qosEtiWIcEA7k2jP582ty1Bg3+Pz0bnqL7cujG+DXNVda+10lOdT2VJTakNQuoT7i+hd9v63cm6j3ebQIuntdItPrNXKk6WJsX5GBib0tGJzEwSj6dFIDRNjgJiATqEItcOqVqpsp9eQB9Shvka5inSiNGLsAggFXv2wOn4Kk7qFD6Yg10cx5W7I3RR0Rn7VBVe2K435OFOJoVPcnh/fN9ShWf/hx2T/sTZH4u1L1fvv7Xn33fV/K77+1LbN00JC1TJ0R2/vHsvmy+t+g6Sz1M7ssDYM4RhVR6IdD0wsf7DgPqFZXp/X66o8jeTWjdeS0Ges/nItxawxLZVr1loYL5ucdoavG8YOERNQMRm8NpXu5edxTx3FM20P7Rn+nJ++mXTzwtvrqVJymhC1mqeGy0S2sanxyXCs5dk3oLn26rnL28cDdw1oH1R08yW5Ub+3ong1fR9I2UdHwe0bwlGqxCXrW3VVj9saeiMuu4alHhNrLx+1XcbBPdTN4JX1d7lOWPa9o7pAoXcIkxB7coCm9HBRqaGNCNcG1XJ6G2s3s60eTIM21/NkFyTa5IW3dPbPHm3HsVEaUp43qr/k9c64rvWnzKtUbe8DiK+z187qddMRiIMI2AXgEX17NBp2EqifsHzmUwG/aeX//SZbB1QrBXdT/LF2tTpXDzGS3m0hSEWA8T4FLnCq0QSP3VGrTzfSFdkECeyGwAOc3WG842StjuJv1Eb+Tf/wBDXz1x8AkRWVNCllobBUbzlckIRkdc7qpR4H8m7Gk66qKLC2wYwFQMzgGh8ANjZzukkY+4TL06HHf7TJ5c1GUBu/lmlshTIz680G3285mqQw01LQ3OkTQQ5uYUpHr6mROdoNN3vBzgHpw7+ka07H/I3s0bGOSRD95Bjwh6yyJsFuu1BdXCbbvHS/zbsSCXOUCCK1UmKDxg5bNAUNuLEhUCKojSKvF9H4Pr/joKsgQqnlHTlfQrZFiIY0Hi4VWjF0GI5aC15azWTE90LySbsHZrVzFfo2WDTCcIfVujFf4lUQPHBnpttnmFFcnx7rlVJv/V7111BgfmFpK3LnV/xz3B2Fl5b87bzbap+KVaeb4iBT7zdrID2YTeYeQgbvcyofVTfrbW2fFYtAaIMlJrY3AlWwx4HvTNpnYrZARzu6uRjN5xNPecCPo9ISaNTiTm/NQdmbCVpJCNKdPmaPIfufpdb+CemOKuRkpbNxIaZqi02O4+RRl6bRQIMsp7OasIq11SCm35Plv+3Y3lnALTpDn0N4r/Dw8T3Pn7l955j5ejozu0zfechxfSWVzZOyy6YvMBuwOEzzH2gNI2o9BgqrVZaXwPlmi21xXAOop6UUIKdEvO/P98KZsu6Ng/Un/3D3V8erGfWdX1ah/77Mv0MbRbAyp1Pr1ZmrQKLFdFrUSUppAoIAY92QNo8al5TifXs6Nha4UIstCvF9APStkbTSijd2QEO3mtjx7HukQ4gtN0hL+ubMwV6oUPLZKNk23AlpKtX5LMjxHpu4mVAQNwYaKJ3uEeijPDP/EaQnbe0Do10wUSeVFakkJWkLA5k9LutBr+dxa4VLrv8p3b73ME35f/p/23/xrb4/Pbd5zGWwtJ/4aCt1BEdNRnr61nua6IBL4309PYcwykCPJZyokbh/192jW9fOuk3k25cXjgSIpTCaW9+ihGSV41vFWlGI83AJ0wAkx5exJl4puUa0jrBYiJGEob1tnIqS7lo6VtsJRZp57m+jg25yUUvax31947vmY/H87XWPTscnSxmwQCD2dU8noDHzjx80q1CiBjbhw7vR4qjmg6uKcuKHx/B30qe0ZB+XaIKFayqAUWqvuO53GOGep26JvTOHIx2Wxcd+FfyyXF9UsTi0syNnWwBvZlFTtrwPq9AQiBtcMAq1CaQCavFhH2TWS5iiOTXeCE2lBPujf/eVA90EME0/um4IvgP8DriEey/7r4cC1CPznHT5md8ZjptHSTdtQLB8dJuFas20E1D7Yc3eAe3Pf38rSXNfvMelaxRfX1JuV1SqQHosXKwspYINO2ZPN5r6ICt73aWC4Dif89qkSo5qApJTU6znWw8Rar5Hfd7c9d4NEjbeOP7mhVMFYEoAbi7Rr/6hNfQd58oGe3KQMrkF/+2Edpc+e8DBXA33trC1kHSqlzceFfnTmO5FQf9hNnMPEylUSrNlvSGDzVq5cpXDVdSrCfVz2g8bWZ/Od8KqTVZ2C2A4kzMNHFoIJ3LntmvryCbpuatTfO0WMcYgZ9lCPWRkCHXdCoM5oO+gaTPOjzPMBq8IQisCg25IMQWVRAOcBXAYBl+FyPrhPpOPcnbqgrqyK1tPuzimgAA+Ytc4ElyoJaopeCvxiKtteXvzYB9A5aQrifmU3oNzilOAWy5/MFliRdW8exKUAKw1OvaVu5ncxq/y5QdP+6eyFo1ZozMZBS0HnbtFatAep2f1xs3x9m415ciCorMo3ibSbov/42JHH/CxRcbNY+3Nooms9s+WWkng/QLi1PF4I2pDwCRj8Wst5B7/fl6onFJDyeBtE6svCVLjZdV2es8IpRnXkWY17cyAL2fREq7Ry01egYZBvtuKXM4I62s5QQu120m8zQok54dXwjg46VvV3tzQYgblZj3nbDN67dBg22BdWw3qrKZjxXSrWMTQU7s006nqxyz4oMN0jSoxmLohaX08d0srmTndfB44aaBwO7KjUsd/0rN6o/HFf/32s4//8J7V1Rc/RP9wxlh+wgcKZ+jykCxnw/Hb3v/9mLDJRo3RSFPbqUpBVixGWQUNTgJ7J8v27uteSvJrDbtR3nocOPQdYKK18osaJrKGTe5COvCVJyGzFeVo3WJM6PAwQgsmdNCIBCJA/XrVasd4i+baHI1QAgKBUGajVNRTAwYo0K384kbB1XseQF5Rqc9aBR/g7gx0qSibakpyscii0Wr7sJHRa4JvxYbu7/vgo7jeZywK2FEVHhxC4jgi10tqK3ajUWkfaNurHbuYWI4l1IHRvQMTHeU0j7nIGx/dOnIACl2FKVDStZYvZoXRPc71asayVXSOtDsr+bSqMwl5A1pPrCZlCrWO41TVkWwCBsYGd1lE0msv3d4WlMhsTu+lKgBcux5BLaLW72GDfL2hg12MgijWqVXr3Qf273a0NRNXt0uavI28ixKXx822cd5Vzqb7dqtzrMBCpPRUPyB1AiaTUpGe+Ln3E3+QNabdE9/wFx3bsBpUxIxhVS7rwEZU1hh18PNNudnI3xHotFUKFz1d7u6+3M35PryID2jMVdzF0IR/wIB5//3RYezqGWBmlkT63IdZZyZajk5VQGkn8/e91NSmbjF1dbztjvstdDHPaIlmcACQQEDV4cjH8eL3hgmLTbi5wncSpqHB5m4GvVRACwVhtB0rGEArXSs0eNEB2TxQpcgurmK9D0Op31XqOmyT5jUwaN2vBklg6rkIM9H4ROQnDyTK0xnsZoHEy81HRHX5osjQve+Y+a5obHy3vpdr3pyuXQNExKmzVdlotCbOK7Wm2loC4jcKllRVjAGAogr1Ztf+zuZQVzVXbwGZ9s3pnaqj7+8/3bhR1A/qC6k8sJuYiuXgUmNgf/urwayJMl64kmMUzZwG8+xy50X6wMP+WqglJdhkEIBlaVkiIBRnMQklddMGmAOhjOJNgso5UUgQDas/eeKxU82UAAo5ka0JLVRrk53dcC7I9/RD4ZSavj1fO9a7r6M0v6nuyPY+jd7DFSKC3KCASjYhYSBgM2Ai1tH/4MQRPwpxIKojjeD6zDzXaqBiC89Vgjcalu7uEl25MNsYt3fPra+ZwO1JcjchgdfK7H12bFDXuKXc1WSA9nM14y52ihGsuug1AM2wUwCGt0NaFxdbbIESRQzv6WCG7xrZvNL9D2ebKt3ush/d5Vf2eC+/dKlvXAtLxf9QpTtUR0zlAsaGEVP2EsCJ3eonqtAzKfRKVAlH6JTaBBA8ryimrqUcTAOI17Hv1Nmr5+8ZURZ24iYb5q83ZASHcFO4gIn24q0Ge7HBB8zoRU44LyunKOh6unbaYQmJ1U99dvfzF8Njf/65Mo1/eHVustux+L3zXN8bhVDqzZ81E713Vlb7UFpCisnKAqkiyS67MnCyd/FWeW2nSGCwVwfJLahcUq0wGNJDadEaKNtkv+wdAh8N/NVT0VFbaKci//I8C8JCX49YIRfeE/TexI30Trm+6rBMVVq/vZdTjb1yo65MOpPlEhAT944SCiIjXlKq96MohKwsKj+PAQd55cjxcF3z2lngs30YEoe5a3J1RO/lZbl/u4KyB61OuPLur/sChtWyNUeXTF0s06WhC47ljcgTnx0iTYFfv1tNFrjzV+aH9t+vInoDAJvtbTeXM05M7jIbDt8zvHo2tVDJxat1gVR7e21f/LNj554tvRK//p+/eXy78F4nX8V2UZltlnhcvxPLxjfrpWjW5dyFpfDkFgsFutO9Xabpi8YTnbWNVSVfbbYqiIyIAg4WoM4DgWK53igiUq526ut//ik54t48+IWBZnbXW9kwbvuFSTxxgO+e5zMWF8VDLF+FAI4ALHZyYeupX9mefHsOVI6rcEQ8v/1QnnLKh9qp86+IwJogCF1Kx43GTKqtAVbluUrRySsxmgyaNQRJz7+5eHzPAXSCyrewT0v63of7gCvvNV+5EVWQmGn9mJL8lzm+lZirA/zTJz5fnFtbr+d2sLn97aerKQOagkmgUwtIRbB6+Dv3Z+6xvfW1My2akThmUSHMDU4rihCG12WlLCm9GuZKWHQaYREgorM7gIESeKC1ymMm1dLiZQGgcFAewcRt91ZCd3R0ffK3s6UAcJW0aZvQdlb2N+WV22r1WC+/Irn3+s4glUw0rzqL9+qU7FVlKyOIRch8HBMgKXBQriUB999MAsWS52cZEj56+gtHsqi6/atroS0qKLQ8u3Sp9Y2K+ejDsAPttdaCN7W3crKlZzHVLCaSpoP4isVwz18Pm6YLPQft//ObTP5XkTyoApJCWkWnUc5VCLbE2RHn7W/s10JXga+eeu/7Cz9MJWVA+dkolGorvTA759d3oAaqS08SGCfuBhMlxVa2QhsxjRNqmoWrc/lho62rLdvXpH+TU0mZBwl4myEpVFBEyWcZdu262+Go2YdIKtB36eMwxRKW+4/FXj1PLc6I947tNdBnfx0nGs3Oo+1bV+d6BvfTKWalspUiGv8F3WvHQ9M1TCtUFwG8v5pNn1/wTnZFk2JHNoSq6iUAuApBlpb5mKY44PFsa60Jv6U0crrPrvRR5v4cceW1a8tnlh6ZkA6cAsGfSkaQ+KbKHXB5gubiTFh6PgVcqcl32AFSZLwQNTBg+Ggt2mH0J7ZL5U5gmy2TjOosjllMgcVJXew3rxz49iPwDCE08DEnez1f4TTS6/P5w94+nabxwXbyiY4ewSL6mzCyv6e3klQmvL61TCm9kCvypbX5S4/BawzzfDmRamuL4V7AaCew9+/wwQLRqj89bJguX30tt3Rlto1BOt04WiUcJlSySg4Scqell0qSAxFt2fmKzQ0M6rV9h75hMdi+7JuVH+5nXyZF1gV0MnPzXHfR2GENdLt/NpX+Tydm/YqFztsyl6c4nBetTru1fmNJNYAg8kGCjO5wzrGWZxz4Xy9w9zYAbgL1PdS/F7GhUmaoXx6QLJOKIhbpZLKmG+nbvJUiDo60e5rFZyOQt9lKG7o9PZygrrdBL5PWxrNLG+nmJ+4dz02Q7/zgVcxn6+wavLhOnxo1Swx9fjrp4nmtgTD6Ok67zLt7rR/Har/89zWyC/DDtRsXf223RA37uwsoQ+OWm6mZRjDfbuztGCYj8eW1lMbbjncrmvKcfNdjR9YS+R0ethxUGzTEzEfAlYTeBiduLqGMLGkFRud4cOBA5r0nhtearQVgritPXfO66tuRF7NEuYNEP9n65HWtKW5JAjk7cDU8Hk2N55evcWgnHIHgX1ne89m0Ew+6ouBk48KMw0Z4lXUuzjQRN6LLC6S735ULieCosb/cgK2+8uDwQlp1LE8jenPzsTv1QTByG48mA1V3qrY6rcVVh6YYASQAUJ+/9AcFgEBAte050iifGQI2LpBU0wiEarlCS6VW6ZU/3vz4m11nL0vZcmpunbXplHJTIUXor3r0rChcj8E1ttnmwG4HSzYQMejhObplCSmyApY1KseDu0YtCO2a/b1jz6Ow/+XNvi7gZZrYo2cuBaHPYuTLCudvlHcVQu8vLqzegk58w1o84TJkah/+Uh03se5xK5KhLRAEHNStb9SkKQBJi2wNz0YxorF+/W1VlXSbuZ2yXFb73Vypshwq7LrfV8Y8ZFOGavaOJ6yF7WwKbrgn9gE6foLSrL6wGNysOBcJCRSNT/Xg0WQzC9kKjfA6g8vwJ8GefztIEcnIlWZXNpn/zKNZ85QkGN12KjedkSIwg9zcdNiB8D2I0d8WmgmaZKKmadVPgWYNVr/IWZCqUQPfTIIrmZaegBgEYHEAEhlWBEa6escfGeAkxTvZW09Dc+s33H6CzwlXfnKbkkohyNKWjESm1o4+2J0IGtT5eLfDthXacqFdCqhbYW5cBn2fKe1UVOaiTOyDoY9F7GEQ4rfSG01wx2KIshQAFjQiZHXggM5Kq/asDZpo7TBvZd2uQOm9K0m02dGd/lQbcPyLQKIAdL4Evfdt4cwZwdAoPVOWoBaw1yALBnA6A6RrsAEAv9CjGzKjr05XEAB0WNoiG2F9T2j9td/rLN1aS1//oYG2jP52VjoxZv/f1y+MjVoaYfjIvQN3e9BXzoaevntonxH98FzhPx7xT1VkNCbd/PWtmaJwKT0vo5jZRd4w9xh267cLMNynaHyVIbgeMFWjkm+bJOW/+8jopkUQsAE0qdF6SBOrx2Cm3FJIJVMhGXtIzjsP+5dKFEhzhyIhZf/suw+fUr966ehwz8UtbXt5/ZZc+tAN1Tjk7CarAUs/OYD13umT0x2lOcHS34VRTK4CxvICJdF6N4kMe4U774ZZVkFMqKFPrV1GW1f1Metf2kK0NYDoAJvUROIGQKmQ2B1txSwT9xv8usO38IbSZj49aJx6d96KNFc0QF+LODjYf/5k7i7yMUzRzby+NLL3VIZJRbdTXi8+tZTCMG5gou2wXeMzaCGHDa0wHy+sZnTo4Cic4MvlBN3/YDO7U81nXyDLqbIGBQS5vYkBQ+7YTNgHUuIxMZyKh4vOrv27EvGKW9B2nhwOZVbikh6aHBCNJ1tXL8nNmEwQQLV58jNfRtgF139fhQx6dOUw4Hm0L1lQ2T+3IGf46tfffdxabm8/+Ykce5tIXfTm4/eGarkdF4zqatbta4NsVlV8b4cd3wS/jOn3Qwe9K7VYujBNQg2S4wKd+q2tSMO5SzXSztmVBqIQS1e0HoO+tw0GQQvWwONasQBo80BuWyrlyatQ+nu9u6rt41fyi1kgsyEUnTgGp+qIub4BslMEgNs5VgTvuPM+4zilXNz89k8i9z3cKVfNTl2rxynDDf65iHwxIXRYlXZKlGxIpcSbLQYXZE5WEgIm8xTcKkNiWUYRtdON8dOESLR6sgU0kr6K4KyIpjJKLw9eZusbgObf7OhHt2cP4rCzKezurH1MlWMqaj6Gl64jhUKdolW7oi2LjAVDZE4K/ccqIkhgRWnhTKWuqVmdEC+gRgRJZNJlpLvPqcHkle0VK6LRPtiRCUWrMJrRAvyi0tjIYgQCYFjnPZ2KlWEjBWm7bm/qPRU2JIhdBtjOA98ezQMuTVDsxFKr2zXyqk8AFVHVSOuuPU5PrP1KdeFc84E/123JIrZl3aUaolTFM87UGWrlAn/KA25X1BMBLI3yh3AlKkPVuMIpsgMBRzratIcObmxCvZ3Q2vUNW29PXW+LXwoXa02dVjSLibpDzG7krTbHhT9c9vohW3sgX5ADQ/rtldUBd9cDTGd/V30tzPvQ8FaB+i+51QWgTgTucQiHrYizDNSwmoGQ+1y6HAEKABHm7G7cXP9ge6vYOOHeebeQ23ewzunEkyQAZQC8Hy+HhKd+B747onyxDEwS6FEbeLhL0zHEbyS5ty+gWQBbzTXvfoAGe5HnXkUiq+muCWO9yJTNQl3vp4ItkfJaWAbTO+c2s7DHzIqqtlTtbDfVC/UOCG2H5RtppYkXL81Kr4Y5EQVE0mAY1VpkAQ50elyaEhNgDcJghckl2Eo+jqSVqUid1OdJ0OXsMhqIpE6Ld+DaYpoviIyQrOhHcLNqBFbrCWhAFj50hIrxBifZSdDitM+W/O9+RW5b6ezvT5S94coOCCgFETGIwKcPiFqPipuH1Y7eZh63j9YiBSG5KEpwDTdTdJZKV1Xk+k1t70b1zkdBcoDcAbjbnwR04z8owL3GUCU1ZyKLQrtFJlogqsesRrSyGuuf0IOrQh3WAN6ByrCLu77q6idbwbCIDtvfymTObQldxMTo3kcne3/9wYtcIU9ZbOHbF/xHxx7Z4+s2+cf37qqE5eJmNlu+4Zs0tC6HctW6AcAMgC4L6a/2mjp5W5vTiqCx8WDsdklpfPDOxLHdzaJWDTF6FjV2YbmPP1S7u62HOrKzLczqHINJBkkt2AX1y0d7X8giim3s0S/++88Pn/npq/vJrrc1930j6wvUpMegS/1wqdJevDlaeXetFFlLdR7vBxRrc61rdrZzBcqyk0pr4TWGjXzDf0+k8VycbiTg7flHvsYd1htTeGTHpKnAbLA6m5TxoQn7XhCYTWEGMJkUlGauFgfT6nKDVp/qN6j1QqasQaS8FvLZ9E4cmIPTRaYCWWBrWptxAyYbAx4pHy7Vtl+cvwme2oU3tyVWrXkRuyv3tf82m1I2dVFKzZSygkqxxnhV1LD1ayBv0RISh62WG4OEyhuglUzU6sfuOnrn6buf9BihcjPfKKZuXdgOxpN6P1CaJVx14DcJ9du7dKspoQem31WVJ+zktkqPe9TnSeFCTpxBlLpWytQAe5XSHDaY1rn8VIXdLvEozMWlOg54vuvs+PwJ8wtrO/8YS0VYNJrQGPSIZGwykmqm9Q7o9tmLfW2ayCq5u34IzLbKdVavtFIuc4c/QIk8h6dpKJ+psu0DjuRMK5pvDVMtu13JLihPjWp9vfx6sz1Z5119YvpcY33HnC6pHkFj0/HOjbxhhx8fdMyB/uqHy2wmg04g6h4yp4G5N1sDx3S5dM19nLqVNkiSXAP4Ko10dhBeUBC1tiY1VKiAFot2Z35Df2JsbWuZLtXc3Z42nFkNljbL9X6UTsFi/spG50QvYgJXzk8FuqhgnD989yn5RlgrNeXQrRBgoQvwQSUdA1EryvCk6aFY4VsasJPmHzbBRQGYyileR/PGjOT+66PMXJi8uYndi569dnPQDdgcSqEMXMkB/Qawdpn3gEDNg/zz31MP/8nNNGSyUeEZLZuUU4yyDCs5hi4sA5CgBDmxXxbMPc735wt6g2nARW7FVlg/KhHQdi7rbx+uFcsH7EgjX6MNmjrWXJ8tBuzkylJiOt5q6fQ3S6DOj1JWb8+X9i2+tuLG8K4RryTIVClVjkaapLxdY1Q2BdcdYwcGDWM6ioO3g9nEGlertypQy4kRw4aAba8mWaDZTWYMaQ9yQQkAFuPrKgBScBcBgqnmGTU6l5xLPru4AUAAIEp2AFYJowbFabNdZjTtX7mHLtc34YR0O4TR+bH91usfSOFibdc9auqmirTtqlEtQH5FBUWm40fAb4GeFGD49+rX++aZM5YfzC2i7oeda0ulowf7V64xwy5oY7P6cLf/zZtbI6OGYF0m97fTHbbgRqrrpIq4gX1VnWXI2sw3Z2dv9N7v9G0NOT+558yPP37oodE943Z8VRtfazLxwvBuLVH3Ts2UtSxXGJZtJWyCsxuVyuTS6+29lXVWHkeA91hQuRvt8xpTs1vBP9QNI/s6dZrNjcjwyUmzAL39zDnG2jPe50tbErV36uDZpc7ug5cvRMwkJcbj6sL2oGH/Tm31lan/rSiNCvnPkLrnvl7yD3qxnXjxDfXkresZauB+wXgvYwdpLF0TEsJyyKFNHf+s7R9vvNpqMSAInCFf2r3niUSH/3hK5qvxDRXCDh7tlvmtD6eVkHKy31aWpT3Drijcx127TAuKojCRtWqfzHJZvKlrpRJYFzPkhfw3EGYR22SFtJmD9si+YVNforpcr2rBsW7VZS0/+7ZmBODaNq/8TzZx0GY+s/Pj+4dODkE/3dB2cqUDIH8ZUO7SU8dwbDWLigqq0XK1UhmDkW99+4ePfPXb2WKtUK8pNQ10YuDoJ04gmVI6UlvZ4T648JHcWEtVUaBYCMIE5ZCdWEZDwXcagHAQnG7gv3iSL70BOJ5Car/Hyq+V3ZhGMQHhLnLgO4EbT7M939+J/3Mid+W92LWWkgVPPzy5Z3j/4mJiIxc35+J1XXPtOv3Y1x/WuC2ZxdUPf//W0OePSE7jmMV3mmiem15KAC3FyyMVcSAnBDP1QdwIGbiboZaqAJ+2A2Pd/LlNXfep4chikymHJkahnVXxBVH+3GZ5Xzm0LKhHMbBjgr1UMf6BQ4krmaTF6bnL7A42QxYgkqM7xuHsi7TBJff1i/UZo9loKsebW2hLLxid+kpTAVr5Br7HVZidDnK6biO+PJ3QUHlNMw8zUF1sWtEa5TPRqzNVSNl/wjVzI3Xw+Kjz5ntHCBiyaa/GtWa98o64k5NhiNScq3Go7PvnDvN/xNJGoE7XFREAzBooHxNtd+8yF5KJV2YeOu6oXNqeWVfu/QaynkV66kKSAegaWKkiJlnRPif2DRt/vEOHpE67QtZKAhThzHbiXjNsthj7UYQH6JtlYbolju0kTnY5lmluda3QM0YkxfXgmoc60Xl7LrjbS9H5Rr5RQGGxupUitNzMFnWjBPQODZzY7U8xUN9f9M7+9byTMY6TbT5PDc5mW0wuF1/JQzCmtXqHLLDiRSpya8TcBGj1WqLTzBpGDIlFtrNHl84LG/n0LlbYN9ALmeHKBktXkmAFkFXJqenIqezaVePhf+mXGwq4HFFlAOR5EADud9/NtuVNAOyjEOkvP5X8MC4Wszp9rGUTGxbio7Obo23aXfuZ/7wgjIEQ8sEt8hP7pO0OYS8FAFVw0vSVeyrjgVvvN1evXPW1RU4eJZ+Z6Q+M1ZmmvlzKuLWtZHa1W6uUo8ZjR6Q/vmPu6XGhnakw1P7tfcnNeLHLrDKwpb2bcrHbFy740XHdLTwXW4ncHiyfSVvNyBNfHlnIRGd5HT2VGOrw887ArbWFynJ5+JEhJRnS9p1c46++J5QHtyHUZHZU5ebtUlpjtez38oCQmk5Dx7pzTC1ckHvvHMvdDudfSQp7wCPPfPqryL59HUP8Sn6HLGjLBZuOnslqh7oORWu3tQzQKGV3PuP8n7XRocLM4Wxdsx19kBbKV3XybmcSgHhnwW7O4A6xse1/48WbEgBAIKyAqK+tE21vBpr6XBvWlPzWhWuJWRqrNPd5nYQZiQgtogEWg7LcXDT5zFKGRgH0+mrpRJ+fYmvJXLjGsFEVWlcMVsBwDwdGAQMMlsJmeaYQdhil62VY/Wkb8Pst/SHd0NONPnt59ImBK2vq5VycDaMG2fXn47y6pUkrvEanfFxuHnCYPEfN9vlyCTbUSOVzo5+866Gnbp5ZaBp4glejUr36UoTDVSNuxBHnwITpvjvbUIVd/fGHN3auglDxiEkdAYkBjg9vqAstx1vwHueRcnksWsxn9A2C6/HxuZSNAZAZKfnv2z3nAKIFtxrqGC0SKriJUOlE/kY9nylHuHqhjGeAPD+y9+CJe05AzcoNsg5UVms336BHtVU9IWWbrWF8QK1WimwkTalW0teiwtfLPM/DesRclJAWlg0bjXfvSpkxoKP52odg3136loXQvKXfksHnC+UCD9/nR7QLXM9E+b4SMOuEUKd1+o9AFyvVPbDjC8byTNU8bghfrCoAhVgZGOIAC+oBNAIoxldXO4+OlzlH9O1NbUBHodVIEaToFqiDGw1QpuPFTI3QaSwuGiQIhpeXP0jet7+nYzlEYkJYNWXC5g+FxJe12laTg7B2l4m3WMHXgqvjCf9Xhu3FMrrZEMC+NlIk+q1QYVez8+1b3t+2r/8k1k1ATzyoodjWagySZNAwrm6tqgVZJvwqvQUdtIHfubP9u++JIRWwS+zhgN7QK89fEFYBRMMZx1Ckm6ovQuw0w+9ppWEZtcN4bEWw+MsqoYtcTHomTcVIolQScKJqUcW1HaImAujhob/50rFGs2HQaJb/Z5l+M2v3OOAYbTPDIS6HVdGAuaraQSHL7XLbKmHDzq1QvST/vaUzQcspp2c+F+XzVT8u377Gdk04R5wWpcWtFAkTDXWkoxJiNgDZ9sH+XAV2OuSBEXb+7cSnx59eY3YvJT7Izl3oN3Q9dWj3sHEqttlS3W3K8zMtqqboqmBJ2MmwUrOspcAb8WYlBA5hQCSKIxROpBrCvoNG/lETh3/xYOm0NNsm9D5B3DvXBKaUd+hFtqPnBJt78ybUa9GmMv4qw9esUpOWK+p2nn7ohK60uk7ukaEyjOckVW9bOxf6xGTNPhVGYyWwr5yTOMJEDTUak4+OXr8V3crUdRI6ZMOjx4bnP4yWi+mjXh2KtbrBlYF26js1axDB6s4DsCVtvZSqkz1in9NwZgesEvVOPnDcm4kCvRbmEt9qzCfyRAuxOnvjyAvDD4PZrLAdgxFaLuRyO5UdCMepYJDAjzV7POQY2N/Iz18OFQtiQylt/ifEh0seIAGrBvJyxXPYEQF2QIpKVpuGz41g34xY/pFQDEyBrqMP0IWBZIGPl1kNR5gDu0lLpVlez05nxKDswESXG/ePMssJX3xlhSINhgC+tLO4BpNwMS4SnqaaaQBQWWGOKZ6w0qoC+k0ugdszwwHxekEVn7QDUx87SecBe7OqwsA5Zq3BHiNJ2xefLiyWt2I3zvMNo+o4yZMiWzECQJOD1mZiiKI83D++dWup5/tH3z3/bksUo4tlBrGJnayOA4L5uqKUtTBmBJEgoTWAVO/TT3/h2ETpn39raCKbIrhQqntQSUC7aZ0vOm8Er+GBh9pL44Rui29tIeYmQJtF5e8GG49mO39VA3rNgT/dJb8aLnw3EVtNMmYJt1BMSZGbCkhQpNI8+/L1NpBmsHglXXzkPycXgXSTztBtvKturuX5mNbQ0Q0LV1uLJXw3zLVEeLvE9xqAwa92hQYn92GGj96ZtfcQGZN5OUrs7tIe3iWWEeuz0/kjDvK3Je5LIOzjwuEq/4XdqqQr3cw0by2poqgw205pnicf1rX5KfYGYiJhGE577HKmimYrDRuKFMMhBqx3dO3amEkjUFzjJmXEBpdVpJrVkBDVabVShu25aYvV60Ggk49OeMV8dr3mGHQ/N1VwujUeQVACxoe5VlLIjkt4nGFhSttyt73RbOUSskOj7nNBYaii+pujF9Qem+WDn651NpQRN7LZFFshoERDT3wFfu11yWeV7x+FZ1alfBM+IMKgn/ruCcPmVLXPh53cXYv4jUAF+9cL8QWwelhFEUnFAfAAafr+I9Yz2epzL9IwhOYLPGhPCAKsJGTapNaTvN3lbjUi5Tbz4b87hQodNsS3Ov8hbhZNx10qRnFia24t1CYhuJQqecz9o65984k/XOOXisu86AumqkYjtr6bUy9zcLnS51IaChXeFoY9VjjPltnqUMDrJEidtpCaJcdB7HUApey6SjrS6fVGM82JUXBr9T+nEukaYfxB13//0wPNdUKYu8l2GvJlnRCLq3WRR6F4Q6GOjci1nPrWFugEwFEQXZKhiiIh423848clRjexRj/i7/xC9BLt6eVe3kS6H3jQJi08dbh9/n+JD7739uf+9hO77Mb1qasFpC5eLzvqxfDSLZJOwyyD481OgdrX20+6tez/nQUP7auX88yA0FXUP/D1sTO/Of/9T7p0ezouzK+BBaaz6lxloKmXiqAJ8PdYPT5ge+ncmiTtWhMNz11Of+5ON6yzLQvOFIrt67fOZRJpUEaI5icHgeXgogj339f+3rNRK8KJWqM/kVyooKszc0q6Cs9uqzVhfqe4yRdlMwG3nI8GdH8zt1mfcLx36R2kLpNVpInAU6r7juydBeB1LrWRr1LW2vT+SfxDTxu643KDydbOb8IgIPFwrZac7N0XeOrI2rV1zgK07YW24lTknTUyuyUqMS2iDbgoE0V8sLkdKfvsxdBX+x1vZoDgZrRNZziPBY/g2CEkXgHEGZIztVo3BKmM0FUlgeAtvRV4fxnPHj8qt7Pw9xPs14CZ/1K+LZLvxFqf/2fgg3+mz998/7gdfvZbzUNVJbjRGLjUrHG2IFDp15NP36nc/5r0D7cuT3q66VhhZ6vUEHMVSKNm8/qcFhvtZCLVYnKmovFo2vuGeJaqN8LLVfS0vu2JvdORXG9D0xfro1Pbq0gtLm8Dp7rhpKbxk1XLbbEpu4cOm8Y13LnVOvL+RiWsWCDAulBZfPBsMqEqpdbYwO72u/bxzRa0mY8FFT4XnN9Y2NlZ8ylyTQb396Lrpw9EoPVT6rYciYdiIqWARxYhMFeuapBP4fqPNkFW5d0maP+IfhzCva7OZuLmYJ9y9Vo2cO9Q683Nbq7e6uhV+nsRSDg3Mw0p+oBbDrDlZQF+bh4+k20+9LAena+nu/GVPxWsDRiuoaskZfbLQAVsM/dvpMp6oAygVo7hcsGSbyRXQS3eAZytgZwIsTvL6iEPinN0uA0QSkw944asYx16LVap3NzKcg3Ura8m1Qcf8+E57HG/93VBBvEAAQAASURBVGfXsnd3t741Dz7tc60vNJKYjdqNA+p2q9xUNcblm81iLg5gUgk1bXdjRhTerCqFBWU7qO7ZBZxy+95air0WUv9nUPf0b5u9ADR4suvtgmzVVJw+rFQ2FGj61bNFE6L4asZPodZTPmDskFRIFdPzxmqT7bpdPqLhziAK5TNHElk5CYgOusBS2aLw8C5wfbu8BRpO/X+nuTmGiaakB9XsSI8nkkWraxeDDG7320bt/EqrivotOi6mJYPzaqcIPHWA/XA7NjDaZ1PymfcudfWOzkbpvvkCcNAL5djtJvfkfX5dwBt7J7/EJR9Gi3/Wj72/5dVDqdXbyz399tgG74DgnUqpqi/X6Zh7tv1L/11LJWZSN/juzub1DSi0srOr29Bi1QsRWQfxt263RnapJgdsrqtXbrbSFMDLMOIbMk9V7Me//VcStG/xRr4wkk96yKQVTG4YhQRRKL7iHLrj8N0P33vHQOvjIIxbnXl6aacO+pjyyhKXL1y5NeWA5bmz015H9yF7+WxM+u4pgOUxzw7+D8VGfj6yHa8kbmcHl2dArNTQuMMwBzg4+2lrYqZcK0X5XMVXtazEi75vDpx98GEp+Vq5ERn3OiHdSORWnKy3NFZ/ZEFrLxITHQeLrfLM+/Mn3Misjawup1up5jd/+F0rUVHfv1y8vjKtwivljTrN1QTZ2dn3EdNvHCLmk6zXb04kOBTmARwf7/X4h7/QPBNEy0IuvbURLbnz5/0TBztNxM1YB8oacHaThgldx5Bm/4CQvp00YYDeBt7UNSoZ7aive9xobA3UQ8XW0sqlHfmx3bZyJlPs9v58LepF+dNtjo1c5fzGZhAJLKHAnYirj5Mu4XhEWikr9TwCHqKQ2YymOD4CGFDtL8Jd9+hpANSf9vrQVi/L/zSyE/yX47Iyaf3n5zX/W581wm9Z4L/tM2eWzIcw8GyZEUO2psLvGx3edcc9mzOpfCPCMJKcE7OgWs+rtnqjzTNA6sxORayt8svZVN5C+xTQ+T/Eic8OXL6UWhvkbs1OU05Z68icsEMzyRgxk+76jN/1nY61W8mddzILC42278CFPf0Kt7bxPtACFaTcNMt4vtPIOKClG1VSqPMNzgLkSwTh2b27QRBEap7LlNAX/Ofh64C4/ExCfKoO+lWmDCo2JzttNgAz7PxW0qZR0xyYFxT/vX2bI/fOvFEEVSE61h+xJ+ovbnj95FvxZodQhzxJ9DGPJqflsb6rNvjSrUuArFyFwdlQ4wev8ZdT0Bsi+O8QdFOW1rc4bLqm7Bmrj7jzc03Y4JGLSRut5stNR4ukIgoHRDLppmPIXF+pBowBTIDHT42Em1sthZMC9vs6NDemQvu/2B4s5FwWEnLyEGfB8s3VcHKPLM63+FNmuG5sO9/ZU5A5IR7ZW8muQ4WUIk+0+0qIq0rxPoMplclJRPXibembjwY+mM197hF/iy5eSDDNEHTXgOnduVaxAH/60W5OkhXBv/dQ79vPxMt8akoKyz7yx11lG1in3wJu5my5bVHrpqowsCmw376BeykgLctf8RKDkO5ioo7SyWpdgbq7V7DatgMaO93DRClrSInc3fO/ZzY8GZofCLB9DlUQ7C01OFe+DmqdJa9upXTfXcd930RNNmamXvO05YEyy8csuEmTv83sbtPr9EYbAAeOu6aryNRiGk3qv/XZdl1qYObqlWdqWUJNHEEt77eKebph5tUifVOFPPlYFRRlg6f68fsX9E0EZ7jn384QbVx3nzQVT8sA+vhpU6UulBJiNAzoUSUrkKrHbk8VPn0fgBz6m6/oub0LJT1qFkyuDbYVnHlRdo13rouBlljBW+VQ/kL8TGp0/z8eOH2EpOv2XO6ucosvRhPRdNTnYTezW4kmm9osTS/83co6Vy5d/OP5fNOUroZ4pJHZ2vRQQsxuHhu3wBpzBeKtbFHnlteXQzZATspgpGpBone/+Ld3zR4znDGMaowTbfV/g2ZjK5lVYxu2RoHoueKQ3WX29bVSwFaxYtw9uLraKN7ccDQVAGz74v2n1dBz6twyUwWyQqtYbmU3Nku6xk1688n7SK9HM5HuYFSTjJc8UGRTYR6UeDGoZauWuKiyEI0qAtRqINGtgK0tabEHLQY2riB1GBeVjWYWTNZNvUaR18LtTtPhSTyeN8YTprUSvZo12u1f8uc/XqbLJL6Pkr88bl9Jla9ES30OSzdMPz5OvnSr8VO1mlUqBggytSn5Aucdn1jeatQdJlibceR38mKNNJsyf8wYSeLDsGz3wZY11lf8KENs5TZyIA3sIoDpTkjO1SqQGBPKLhXnc/bxQw+OHB4IZ9GskMzRdaEMZKtFlK0LAEnLBGjvGRvwbSYiSmVNy0Zj6/kKSWBw/7s/SXX1mjIU0v6oKfPRSjxVKK21AFaEDuFxh5ZZlMkqaNErtAysvycTrvUeEzB+CEiYidLJ0dR3N5tTtSif1KpYHSjn62Wxzgx3HfU5d0d7qa9/e/L30IdT7ZJW3DzMqjkFeSuLHM5BIx7kFqRa3xOVvGLA5NsFQMCATi9yyDw8B2s1j5emXy3Sb9HEHjOeJRrbBRDmksHSvr0j9YQodsDsmF+Dw8vTKAyZn3WbQjtbj0bFuELYtigTXRvWar7pxP9jsw6OFzLX63yNh0YcgN1TT0B6WGsGs+xqpbmV7iFheaWcq6oj456rF6NaxNvmgQYPdvz4aiUMI4FJPz9TKVWUzgOOhQrbJoA7sTAvqb+qgUL74ItdA83rlVjNbuFbDJc0NAmprkFluWw3Qhqc25J7JkzRbKrbjocsRhQHHGaDxyX9T4bYb2dhfS9bYubzytef9qE0p1O9vdr++m1dvrbnvdDW5++h9YeIdxzKW9uSBDfXq8zeBNyjRSRBhFRIMGOrLUZSwT/ert6ngXwQvEKLGk0OrmoXNgSrR5KM2uw70eZQG7Jys2ERNUcC9LPhYkUAB91bRNKTKQl4MWOlELh86ydzp/7BI/EFZb4mAhqA9Iy1FeeUmmkQBRrYSo3NVUGK4e4ZHWM5oK+769pbcwaUON5hNOTk2VzBhZE2BWxE6g2EsfVoeDrIVYERQgcUVFKqvVnGPjusBpy1NKjbKIqYkWIxIrQjr6bLlAr49Xg4ruq1Gk5uDeyH4pIZmaH39g0fTty4IaQWoA7pdqnRnBzY+DDRfgIKYz3MYknVXiIrye3p7ME7RzuMBhUG7NIm4de7+h1HZF1yezsTT/jc9/nHOmxamqGdeq9q0pi4gpID201NwxG/60Yp1OmGWBYhtAyfSS/GIIiqZdHahBf7hPfOwCf/7n/uVn6VQp6GgHaO00K7Xe2k1xif+lOV10ljqNZOgo0LN6fMth4fnlgx8K3C0HcOG88kP3/iLlczAT6zmd8RK0e10eemn4kLYzZpOsm3NZvqiDGZt0ttPfTHi9pWfaOq27V7ZH69tZsM9FXVjGxOwekFpUnytgHMpSN9OkXiF2bRXoveLpW316Dz64Bmd6PVNXanzqXkoJWaAFabbIFwc6fHO5/7w2oxX7NRyp2d4o2V7RlVa9ET3+vTvlthbpd5fxR994tj4Y/KT4ZKKawqpABBlrloItfIQugepcywpdwpzu5/F00Dw/1YOp0vHHVQeBRA3udn99Sd8smstLgVz9VKjPNObUFhCBQ43NmOnnqYRh3FfHlLjxcymWaqhaAw0SywdMGk79WghtzNVUMAbdUKtXpZn9rm6zQPKCvGCuIaVDXmnXOVI0f0t3FxJ9UEFWDvGBWEVOp8RePXpC9lNtKiph9nlg9QYNb0wtbGElCYErj/28bTkFFvhQYG/Nq2ZLUEzYAAoNvJu/SL0z1A8d1ItPgAR4HaEuR2cmn8KvOoQXr7Kv52tY04pX2oL7PUKE1HEEkDKqAiFIkP7zOnnklOZ8K2k+3cUrb6cUKe0CNBlmm0+uz2asZp9MhSfme3v1SusPEf3d/6Y3xegiAt+mlR7JHg9feLAKF+bgzzV2KHHYr9CeKjfypnUjmnlCs+MgBFTCWyA3AFStFwwLPST3KrGaRDFW4sXW+ByNvnb6XExPdiXUy4/P+ef/QHv96cSUv7fuC/8lquEG2GxZrDoGqHjRv87pb2nnRdpfzLfZUIyjStKq5XhVwQ1kFIixYIokxi4oC9NIU2iyVj99GOD5N0d4fu179Igl6m2A6FPtzo2eubHOX2kqXbQeXgniGwKsR4PDz4yELmnakPVo/Ps0OTvK6DbdKgCcx3ZcDv70JP2pQPGeK/TratzDQeTaP3COTP/sr33KVYeLpiB9B8JqiHezos5thMlAoMpfKaZhV5+E7bh89+4P/7B/duIH/886sj97iE0yPY9aua1TiTL3R+1bsvRq1EZOfY2IAmUd6u3crVK9lqbqU0VYJ/+lQXo3emF6rBbOn4/kBabfiPHXyQXPjdVY2xYPtsO3whtP09DfAvMsTj+sxWWSerFpXsBKCoaBZKrEVP/O1ipMdIumG4xBAIRtj8xctB/vAQFcpxjZwuZFZHefpbn3P/ISSNHX8UETHT7Zu3VoprSLGK4N0753jzaMnbleFKChoqFob1hoRtu234H8b2AyoAcMsgn1JaarnME0kWQRManp4MGMcdkOoPFGU6XUmk6HL/gPVK0wnsrDT8DojNVkVhYz2l8tICWPU0NF3H+0cOkRXbwe72fTe2TGYn/5Gsiru1YlHqwEmySk2Ih9adeehIff8Uc30pesdLk0bW8Ik1/epMwerk9w4azp4pGAvq5/oJ/ebtBp7IeYT3fwd5m87n9dyfoKQOAieG+gu3PYziIjrhkNter9on9ljwtURcAQ/Wt1qCGACGYyB1t0bE9JU4Hw6nGC6c78L5XJpougIwtWoYHMe4SWXIbYGDPlebWmxZyqTd7kDSueB7O08fZc58zPsN/us7TczetVtNSVzjV0kChlS73XxywHFzW7D7t4fC5feOBa6HWwnBelROPCjA+ts7rEuhS43N7q6b62t3B0bXS+kvdmGkbJenCwYE8GSouFw4r0V6j8pEFviHlMY3btZOngjpLa28Stghv8WsV7jC9US7v7cJkYAQpeydRMujLIfwu01cfbpaU71lf1yOmXVspSGWaumU3sMUSnh7XzQK4BatS+lWjeytpaRqwpEnfXFT07kHwC5K0YMo8OZSl4tp08GFdtkE69KIWajnzCYPbeiJdbvEEA9qtTq5BjbPLfBWTWLdocElBTZkWjUb+8soh5PA2WsAHtAMDE7allPLK8z1kGT2y3ZEG4+jX/nrL0iMKTIYcSCOnWevZPe4kE24+OEOCWgECEOH/CrbEmKlGVWAYnnRInSRrHJQTO0eqF2Kqq/TRb/1JxR2ZTuo7WtsbqjmNuDzuWWz1/BbrcVmqmjOriFFV+aYU0xqrKLb6NHQwGYiXTv2gDB7DsDv12s3i6aK7qZR4UD1qX96PVdBx8d1lUxpPRH90veoq89wlhFzzXU4/qHbMc7s5gvnuNCCEbYQfKaKxbX9uJalkGJ3wLKxVDfAznMpO+YGWcqoY6RopogkpE2i8kibcSle/fqDwMVw84udlne2DJ/ohdiF0CLP/SRCjHynTXveyMvFu7PIdyPyW9PKn454jTLxINnsYiohlHhXoPTvFw9DnS6JvgGUnv9d9jaPCJSqbZOMLJapc6vZhgH0oIfE8tkKrbW+c54mnSOVv996h1PafnAoxxXzr8xqYFYZ0bj4tj/94r1Hb34LOjKxs7NSvpItF5V2AMQxIKQBDjjUF0IFXUXd09m9z2cS6Tq0XPD0h56pa454KBZg/rlM3tFp4Or0cQn/Mi5/6LbNbGu/ptO+02DjAFuTNQew1FmKOw4a3xLrooSMWYTNDODVG8oxhyy3RDX/VwFLjTQLtj0HvvIJWLEgq7Orye1NzUHTCi/SL25MfHnvyvtT2j7k1tth5BiS+eB8Ya3y0Nf+ecxq4JkdrrSNpQClRGlqOSaOREuVBqpSKGrGaFVYkmVEaaCpYOo2SZgYdmor107KtWQln6pLhKhxEfccbN9/ZIIY8xTwMgIi27F0bCfj7d3eKwVi1SNgfEboXysJ/GSuykkVQt9cvA10DukJ0Iil1BgL8qPO4o5SeiVomphkC7cwoSXMlGKbUglI3WHX/KIOX2mGUIU4ZfNY0L4rq0GtuYZW+tWCGaVMt9aydh42gkooUThg8CgtehecWnc4EykiyRsb/JrDBdKKwESrEqozq5BMiHLlrIHuQDB8a50E2NJgFwGtcxYHemK/6a3zM4Ejrls36AGivlOsN42IoIcc1Qrvt05CFAYJIRhWZaEBAJpCcTEOHtJF9Lj/IU3uu13673HlaxmZ0tcTIKetLxMiXthuvaXWDpEiacZ1bDQF5fV3etZ3mzYsbd2oORUZk8+rFTVsCNSs0K4A7NBLju6+435Da7uimGyBbbrcUlZ1PZBc3S27gaHwh6WC64H2PXNBDkTpishvJBf60L173CDevX+SdK2mmutbm7Z+ABijWpl0982WkKwUeEDzKcTWyXLbMnteaZfBqFPlGyWdRypspfLqlpIO89ksjra+5kBO6Cw/imVvQgqKseot3KElOJqts5CygYPiEAlaJ4PCYARaQZFdknJ5C0wqTZPBEPEULavFbLoRV/DRbsfOYtmj0zY5LYtBrgcHnTi/FkwYnU09SBIKr1Ybcr7inc/YPwNxJqC6poQ+7313WS9sJ9Yp26VXk/37gVhZ2Jopd3xWrx31Bf61sI5GyWz+QTMS2j+YMPJwsXO4u8HbWriuOOptRK/h+B45txIzDWmDRcamiBcvF3rTJIwAjRebA5w1AQ205ZMEvjMYpP+8lF6V0OGmPq8CYMs0I3mK9WVjjx0USSmf9nl1c6vV7glXlQXj6yu9RrRQbt55v7FdxC1e0uY3f9qCxipIlxTO1Typdch6Byj5tejMC68Ol89dBr4kFKCg+AgIJONEaJd3uYV54uUGwnzalGpB7iwrsFAxo7A/z0MKJKgokJfAcQ2QrZT4XBOyUJkXXsCgIxpqX7WhbZgNvScZtZJpbC7L67DHqIog3FiLc4DyX9eHFyasnrnpE2Jno23MhdXy+ZQOBrr6wZuXlREvcKhHX4MUESgkF2p7uqBXrxXvndDnV1ube0Z331V336698bG+h1dPw/mXRYgC0C/f21y8xF3Liwugj6TFPtL+Yk2h9G6PH0sXlR24vheybzZi3z0xGguju+8Zllwja+ogTrVtf7SOzJe3WprmWM6Yz8u7fEzu+lSFoIu3ml4EXfnNlYN29NbI4z/8zoMkk2ptTkkMhpKqLJSFMkdYRH9qiVZs+XzrXFXyhpb1dp9ekPh4PinybliqI8rK6iobE0UFFKlyW3fbvZPt6IiBkQpmbWUWdrxQjtwzRO1p3jiks4Wlq0cCvImNWfTsB0L4iFkdMDv+UuO+/2tP5hhVO2DSuEpb711Mlgjj/z1lvpru2aqbgGgcqnufMuX+lHo1V3eJjf8HoREOle3Di5xBY4qEonGUL2mHR7O3cRQCWxmirMRh3OBBOj49UjarJAJgLNmWkImhY4Mff3RDFWpOK5aKXpBcODYfHTzlquYrmxsypyp6ElPD9fZdflGqtDZyJ451nTlbPe7XfhjPlRBDD6wKAPS5E4FnbwT/8qFhS6f7lddna73+kaFMowfmgCbr7njJop17JYNpqmLD8/3+xkR3/dspIIGopjoR4nUcUBSN0stxcdMOKHuUfx/viD/+A+m52uprDFArGPVh0wEtuZol1aWG3t2PeZE9fSmh0ZXbiRcViYW9HizQ7PziE38LjGl+eetWj285lCucRgd/x17XAACMW8x6FO7waEhwQ7ZRPcN9I31XmyvsW+f6j7ebtFy5yZAdFsPhk3LteeIQcITTLb7NFJebNULHbCGsDMrJdZkZMJ/2HO/P/OPtklqVr7gF81kgZwQMHVjO3Atmaz0byV2z2LlbGOgPsMe31GpMkgTIgw1OgBM7+gTmxh8ZXV7YUhhRI0ZvB0E/Tm1cDhr2+SVUpOh8Mi0jilhn6xwv+0rlMiVupo0wDJjZovE6WGpTnX+2VPyjm89+8+W+owD8NHeQ/ZtbLXpFfuDTzS59GUArshs4t9mMG4DLwSL+qz73GWI2bdek6laAaxWsdTnr6NanNiWwnenoJcOzlAWDEJAGFXU1grXbjm1cz6lfNLQuXrPQ8l0A9BaIAeTo255Gu72ezW03Bp3dT1qFasszAJnMkjfB9u7yuQb5l74vTuLNihb+zjeP/Om7kUce1X+Q0H/LufWHt5VHhlgBKbwASW+faz49f8T1+x+eOF4+8X1AnAYSQ6DRSBEhYj5UUFV7IeT3uGNrFM01FmGQ6gC5CggNYz3fG2L/bisVzoJNB7q7HV5OOZLrIfiIltCuNqNKx8CR5NxmtMz0wvwSbek6hiVYkCxQYo6uhUutlrcPq3F7OjY/9JibjXoibUIBbGAsPRNxEK1PHrVcfjnJNnMjBqDTr30vyZzuNBSL+bipe2QAircCxAlJTWfvR721jfdVRmjCuo+D7EutmhmWQmqrJCpWFC8D9IMsPpOT/bL3EZMSMrP32/tPffvkzIXa2oCfVR1b22Lpt5cFlUAS5wo9j++98uYyNoCs7UQqlG/AZoplBcwUJTXGtbjn+2//nZ+PCsEZpWYgdMBaZEvkWnZUNSSL9kkHsZBvappAvrwelC25utXvw9qBaCis7zPAhLK3A5MH7Vfj1E486WGFSDJiHnE1Xc4VBBOzyv2IWM49m3m/uHWE/Kzj5pkwf9Ti86osWM5mEwoVLH39d44MttMkNXiqGt+paXs7Tg7i73zjA9xpEj2eRprQ27CrPw8pDf4uO7Ntkd9JyRQCwGY+k1piSloE0NLFK2XtlsOCFIJFVE7vh6GBI3tQI/rrWr9d0oEuTcKizxW25q5vTLp1JcETWrtg9CI4vgcoBAnZlQ7m+gOCmo2HGoYG5VpZ5B1G5JHHdue28fY921Ph+GCfS5Osn6tyiKReqnPtZuuaNGKOkqfu7wmvhxCd58chuAE3U0UmV81iemFbRWVCJ0HQxjW1kAIUQJCAejeArAEyhQHOH1ixnvrW8OmN7W/o/9MHrqeowZbRUE/k1OJLbyqtVo/W1m/SkrwCk2YXDecRiwwmPArQIVh77xx/9o0fZn952Kd7NrPxhWE5SkstAiOqsmZQa9YZXc2Y3PdZcvN2PRUugj7nQeMIcjdxY2qZhJpbHAIHNEMvrA2XFMmK02cVXIImd8O6lFyRtDnjbmLQwQZny6vBUk6MnUVNkIZyNX43DnzhfYC18SEh1bVQ/Mcb0omQiD2eue/CkWBWJuE8UAaKO+BaSso0WwceD9xqqu0bOWCJkSLxoUH/7MtpvdvIFcWAUcaZSqiMBTqgekJWc42yAEMSVtum23uAfbOmnWvEXlNl8NWm8k443L9+gT2YOvVN+lFX92vPJD5d/g2uGfiTPrJypf09IxJqlF5FXZe4R/64cbaM4A90Hr5omN9lWfR27b0DRvhitcs0qG1tTXHeAQMFW+JBWjiiSb7PavJnC4qyrwoJssz1W2OmicTK6TfP3sSGGl8bDT5LVz/Z0e9xd0daOWgY2myw5iEwO7uTXajLRZRzmg88MfDc7xv37gUTi5h3Z3Pa32rvAmc3gJei9Xs/be/Eaw8k/6vre/RmFZh/AnAoACODUNGYKLdMEJyqJCiiNd4r6etASQd8vtPy0lXZ3+L3aaz9ENMbyGzuyImM4HTDWmsr4PLvnE8o7ZLtns3kWwu63iMWD7k205ro5aMRBZpO0bIBlSUnaYLHn/tAWT5y/vmeXSZNADJ62mXFXahiHRjz9w+1xKmwzmmRAP7dTVZiWSOJBl1IDID67nWEndZRTXd1abvzkPmaaTz0MGWen5tIB5pe6s/Lt0BDiROsfZAt0KV/b1779f37Dy+eZdo09/78K78+eu2u304+8zbv/8rR958NW3xKK5dN1eqdJ+0IzoGFWr0Sur37E73n34tY93RV10uUK1+ZTvBJpfc3T97nsQnxCyJiEk31tc2UC2EpVixXswYcZDdTsAlPJ6sOO16O19NsuCHS2TI/mwMcexwjPZZkqdihJR8+OlCMxs6/sV2nIabaMW8esYikE9rUgNPzKf7pfwe2CL7tad2nQMf5W+bO0Fw/jzkYenYJ+M2T6YHcql4cSQKY06nOZOiFqNbx1SOxX79nLUU0h507hWDfONqMWF6f56pVdb9ZycjYdqXiRFnWToQ2QwKkoXI8Xd8gNDAHMP6Bk2wr+8JKZvBg19Cnnlhaz8Xn38qI805DcXtlDVQJW7s5GynuJSDUQFz6w4zbpwnOCRpSVdRUMhOzdewyk+6GasT83Wg80uvWxZJyBtIOGtRVWF2nmYeGu07dE0hPxa5cjPVby5q0rQgibRjxerw21A47ACIcI9lqxN1uW22Z/8UMUx7tP20kKz5pYtjv2dc2D+BtHAPfOAlteej1mnnCpu1i/CwM0rvCBy2dezhkuRpp2npO7q29fa7NqeWUvAziAbMpW9Xakvr3bv1KC7yl7p3YEpIaYPIIMIgptU5jVTessbv9jgHvG89MtR/opel8dhaoBYw641D7ycFWcVGXeM9TqKu/iY+2gVa79EaekGlGzFFKg2JkJ4iZtONMs7oELEkNDVRAAhUBRbhq/qcc7EYAXpWYvAdS7vADpqRc+0MyZv2AbjQpktkbVTARjcJwlqV2SHWXxOJOFx5gPT7u9q8TWocPAsk2gmNUNZLJdTrIRl5AGVVx43Qdhhr1SlWx0BY+qFnhcieasvNZYG1dccQ/GnKuiMOjhWf20DzQaqvJE671C33YIXDrStQJISGGI39H3ZoSHSmh+MfNplmv3N09urG8/GU/9QLsM2r8d7DxdDIzqXB/DHIdRs1Je+RWkK4Bur/oC30G/aeJ21N7v3zC8+e2X5iGbyS/1C9b2BGbAB7ffeBCdNiJW3ky7EFqGpqHSy0h1rzvhNupBUYkuZSOgmYgHWVsBua9OfVei3IrB1Q1gGlUeHxS0Q3JsxjwMwfJfBWm00D1OeDu9t4DA5u8GfUzeC8OjBz2VS7lVnJsEgZ5HIm21PVK1Up7ozLFAjQHqpVS1x5j7na9unufIbTNt94qa/ZaTOXl/HlO72oPZ1C2SYH7rM5YlYG97tHv8D9y9P/1KWEQYotv7kw1Ovr2VKsox18/2gE4JboY0IgrQGqnYe/BJbqWBj1LpcbgQYdGr9UVRVO3efoWldZJfe1SoaYFKdbz1cOb1wpPHD08Gw818uBeV2BgSHehPBvs7t7rgf7phfj9lDVt7lrocK9qItjFaPxKwvgpfiu/qUeAWsmD2MEqm7vksGXLG4O8/z6mVKMT87FcFoYA15HDJ2y6Eb6MugdvbGyja4v9Q97gusAsrO0bhGsRYDYGjtoVq1CYToNtfabfbsmPy3y7u+8bf7e37ZRzbVVgqjvLN4I3r+7424nFknCuMuS0PLgOYTuMMiHVTjdSd6TZH3zO9t8Pi/9B1pNUo7SvcvQuW2TQSLuOfnq6/wXl6+f1hUehvuua/GAsF4W1rFQfyc8Hvjt8rGq9eK15pF2+XkCisfB9E9LVGH42DZYkJqCrQR7r7M0FlDAAYg7RgWVVMQCk2GpUePbi4qyeLPXaR8699ax9TGlv26xej8iphsPShYvCcjwJAFK3LNjUpnWiZ2VlQ4uD1bIoUyjpJCFbLbxjRLD1obE2tWs435JbupyGKa8LiAdkQT0ScBnO34z0AMlje+Vg1jYXb97VmbwUavkIPxeCaLi1YjAGmWYjxvO4AcHYqyH6h5MK/Om+c3smcteYHsiRUMpciIRLQXgMMnVTpu4WicQH9Cbryh5HTZCPue8c1mNXbu851lHcFHWWDkKDWLCahElb118jcKXJNeamLwEAbBqg5jbKvQDe0nhVhiS8ynw47b17cu2DtOKtc16NQAPRVbbL63EMHa9/BUdnbqGNyoqkLS81U3zL1wnpy8BUmWGhcqDxDm1qBK7h+/ZIj20rZij3GnD4/yb340d7EP5Heh62CUfuIYYg17PARhZSPKn8FuygtmFAgwOsQrGQN3DPIe03ThmTG+npSi2WKc1Ex++YXLi61q0zykqtmQNHO0FegcKFZhvHsAkJNGgKTRZk1CSJlxUhHUtVAkiWwG+AcL1Zty2l+qlCOi+VKgJ+tKgMFYWYk4XvBS4Bqnk2vX3G/lc6Rykne+yj75TYYqP+6uLNTVXXAx8ra698wghcz9l2azXNZq5Nm7c4uqYhBnS03ftH5q/6TMr0n8lv9mEjn665NTU+wvJ6ue3Wpbax+3oVg2a3GQaaaj5jQPlWwwxm8whksO490KGJMfn14mFfJlukRLlRLso+Fng3C1ylwf/4ERRob0G3YLFMALZmxyibB/Gex8bESPlvn/Ean5oqbGHrus4c0EzEZZiysUJpPcjWKlUUwEtA9deyPgwoCAAIqpSsc/1ahOSULljIOhCYwSpXK2UAdwxT+UKxla6hBABElfq3fvapY/cKf7rlvluZWlHKhw91+na9MGr+Gi2Kuc1HDq9PrLDcT2EyK+nAmtus5LaYDAbEsYSp3YdrHKUsnHfr6henLRjkNmMPWFovvRVGqpbHTmd/fDVf/8LEhynZMUx5xEF9RhTk9JWm7Mwq803x2v9e3RzZc/Y/Fa3WmWRLPfpYKVHSYtKgx/jRrTXkjnvUZ165ltPtxi4A40MSf2nm1AnTG1scR2N3fOOB0ZG+6uJldqPYPWLRfdL00o+n3RXd6U91N25mc1K5cxe0EWMk3EyihVg4pQXUsNL5b2/960wpWE2mVaYIwgLRA7K1lT/8Lmc+/Mj0if9c+R2ss6kON/i8v2eyfeCUaRUYFWiQqwDQ8xZQImFL9HM//H9/+e1z+gikXhWXBeJPb+yE2ra6Jb7qkURbryP8vSlnv+4SL9lP++p6U08hsSj6M7BkVLIeLQ7UYS+khjMACcvdCJjWAulMnQSN1YasSLLrkLMXdkdXq+cvbDsCwJWPbFUGr0km2MDnq6ITKolIhQAAB8dXG+rtwvbXTPqISTOfLVbtZhYD6hcvmx/7xM610qmJrs08rqVlgxmrFfQFhgcozWfGxjo69rs9rffeDYF1ZVRXxCEGNMIuq+zHuIWczLLcJlz0e+szZaxQyxscTEWQNoomD7c/9dserRdrgSUouUUqHxBkhwWDLCFrPWnbseOTe217xnTJRru9itlTYuejx6hKXM2VV2O4uSHGMXnQTuzoJmwJgcZLdb55Z+dkGwZiviRG6t5DfAcn/WmBQ2v56hVOozbLCsdEdzgBRxHNzqax0oLrxrvxyUc38y/Wgatqju5/Ul54F5xAWqk6MOFmxr+ExL6HFCjp5NPA0C8BMAl0qr/4bb8zfJE7sGcuQdFgcjx/buTOOx1f2v32Pfec/4KieT7MCI8F6HFqqO9THdH+zXle/u88OqYz9ZgTcb6n37j+7oZ+jz60VYT5lt7lD2bRenB7wIaXcA0M0ZQRTu1Asiwn2DrNkxzaGVRLiAbesUBgtfGfPWoIgy+upuoAYQhriGijBc+K2g5m9kCLntLqQLgirhcBMwJZ/tbg2Kp2vqcoHfDSv4SjVekofGjuhiL/U4dlOt5+wmTcaMHvFpONsdN9ey1vYVVqZHnJfWyZe8+m/KaJhWPqH3POdAHrN+IOJi0gtM9sNcCqUlClCuftgju7Ua1QMWHCaqVRZE3xueKQX/mPFeDhfsN8sfUff0HWVHXpuqQd1ZbDqLMK/V0LhPahv3s+O/rVLuP0AusEc1dc81s6EWgUJXVCy0AkK6DQsEUD0Bqn1Pr6OL62yJ/F4ZrgcqJMAwB4WE3VsEahbtSokgIKcL1+re52YCYPlrur3fc3z3aZJxv/J5/cf/DHMJDbGz+BG+/iLQeqwjwON61uu35HWkuSWicEcIa6wpdBowhUtSoia1nQGWsiUCONU1ymmaR07Ras7w2xe4VqGZuW0GtLGtGsiU1hajyvddaHlCux1patrNdv/EHGip6ud8x7oVs0lK6ODwA3a1ORAGwrm4yiJcLrpenXkdwVeXPV3PG1O8irKStXiVgbH10Uyk6s/5F7O+3GQ80ybjGgp/WlLHP138o+r7u3nbn8x60VWjzV1uBkZ2gpROok1eJLl3bqAoscNcfqYf7SbIarFxsFDq436xWdkev94+T5iS8hH0MWQuYQyYlBKwj4AXb3zHXuDsf5Z1wDAFBjgaPKzU9dnB86LFYWJnSrFyDo8N88wt+8gQI5X2B3g0mEE43zO92/fgK8tePaySxejnfvJmu8OH6nuh1sLLVUCJNBQGIIzcZOZsiA7QhMjcl7SJcA8izdGusa6eoarGxDebh6I7Q0BgB9e/3lmnl2bqnCtEA+lYLl9t7O0TzWwPMyqPksh76N0MmwIIsMzdKqoKqAsHl7Rl8ACo2K3aZNC/7tpdsKzg+1INwA+J3ufafawteWPrmnO5iIXrnauGtSt1Nm1xg+0C+NGwUoYW5yrbkWWcBVk6S8QgtdBIrcOXyrpFEEuh5GtwWEB01mqAw2dsprVHQQhwgb3jz2vtEtDcj72/QuC0bsQSBOkZeL9tR6Jy41PZgcbaZgzXFf09V1pJqu7tZKXDObQsUvfDLw+hK5z1ivRHc2ZZ0z4FpbWNYZIarpZkKZrn5/SpPFLVKxYtWVirVKG9fz+aDBbsb/NH8hNQBAKCR7cdDwE/ymByLmGUVLfKsCabomj2nefL/qiawAqqZ5u8OE0vHqRkISyhvvTBQH/5j70vUnG9e0T6tvdgbErHu5PNg+q+IGzGNL8aszjcIVPi1nZatnaGxzo9JlstmdYCG4XFBN3f1ttBzObANGj3u9qaWIpk5qIVlYh601RGsVs+eBYlVmNLwKeYG2TcCmEgzZgBW+LQRkipG0dhsEB01MCzVjO2s6GwmZ3q2abZoKMQoYtnaP834QuJRTsfiSW7YUfxNTCjy0EDp013Cw23my76GxEyVmNmnMJG/Wsh+5xpXWVR0YNvdlkzUNhTVr7wuiv6DsGnUYIa3VQGCcF3S5ukmlkKAbjfmbWS3Ov34xP+YG31hWdAo4H289fidJN/WxHdXTTu9sVygTpI1CbFTK/aZ5bBS+9HxNEwRz1GCFRyUVFETR1O6x+RzexKJqIzU2jLhdxUE76JPWQ/r1Zv0Rm78DKf9BhnBMtJXrDkFidbgHEdUKwkH2P3voycEv+QYGmEjl8t7nrVjYf/kBcyCg9r31hXuflCeJz7SE7k15LOfVVuZDrrIirWQKOZWAgYwKsDjgc/vyLQMtNJOFtEbBMV3dQNd0+o4sRcbF4CIAWQf1S7mS19i4yLlLGMqWlxabo++GOS3pd8WMy52WTSRcK5rbQ4UDpYVKyd484a4Gxti3OIOuYlp8TwsVkRngW20DSaKRlSJrm+ulcS+ZHtATWvO+gPdQp48Ud4KFciUegYJC/13O0vmND7bldk1+197296dKZCUlChKsIWPZUs7qZWpbLCJ78cLVJpPNFHkoON9kR3XC4A89nMMFz8vCFsg1oQ45TmGlkYTxOvLors9//lxZqlcdoN4P1k/2jhyPPg8vBDaFIrPvPGW0I3FTs7MsLFdKL85XbHstEozFv3/d1ys2HVWFVYk21M/JM1eaOKbaHDCoo3RCa70AfGOIuF7hRhUOxR03GnUYEPwax9Nfe3JhM69gqGHYgc7EU6UV7XpNUYdOHO24XiTBhM/HR1IreYnUuazUpQa90qDbJKrNbo6Chs1aTuBlAFTlrajzyOnc1HXV1AHGk6ZGi6PsLW3FZ3fr+zvff23dps01uJTbRx25I3D147BGAe0KtR3GikazA2MpRn7QDNxKwGUcLDfBTx/sLBAdmaXcTlsWDLT7oqO8dECOnI0VSpDqVQow6ujmYv1SmlgzA8124AGXSkVFvJpq12kabaPhbIm5zDkgZKvI3Cwn3V7thCWQqmvLtLifNIyS+rdRfyR/3d/uULajpElVZFyXqRT1a5YxDNO2hLU4vtsqrV6HPH0yShrSEJ3eLdwxQVE/02zN11eY1qPEyhlQ76ICCWBjmY19SuH/9JXb/+sCz6nwYlo9fl1ZXDVoC1RqvrDSZ9uvbW6JL7xv8Qweac+4Wy9XSf8wVtZurZSgvWY+b9A4DlYPPMT//veVlTdpSnR7WJ63XJ+uWc0QTFGZcKYMmEFPD+53S8CiC+DWOMBZkElLw0whWLNXKlY4noUA4I0qNAhBn7DwKW0531DkDbjMAbK4TUHnxvJXd3hKUZ7Kz709RJSGhgc/+lUm7xT7uwH+RfmubmDmWoPqEas7qEvBGZo/+/NwYPjU1/7feHFhxsq0NhfERbvU2LqIePSdXhFTa1f/8G5Fy+zuNMfTdU90h/zknt177zARAQtuZIUs30JKVdHqLL10sfiICzlDixKMdncQrvu76Vx2Kamc8JNbq8W2PiVfVygAB28TI73MmQX65dejzcn9VLsFbFTsgKRvQQfvCuxuc6/MpWVUpSSSJ8QGJP/rVGO2yQqA/Ep58yhppUFRSzAFliF0GMGJnCrVQOTJxx/74t994sLH56Nl5lilBUxfkXvv/jluXfUufOf44hfpJhy6pf11258fX8524iPKJ9I3fy+E6ioF3OQAFkaG7+xZa1n0GT7UUDVQJofYoNlkFrSAhxEuuCXjwY4mztmtRRSSLXJF1huxVmWnGLGzorYJFGt2JFuVE6TXxa9e9YhNF2p5H7g5+PCBbZZBgYTELE/ASzmmHbnmYAIMLf/pxR/sqq/C1HYvvrzK3nFPZ7cPN2iptWnFbzDrJqmGsr00y7eZxc57dUrRWNlsQSbCTKhAV8dqJAviajfCB8Z6AqIVSmO7R20/axTpzXQ5ROfv1RxR5L5yaC76+diMqlKN1silD3KW+hUc+TmFFvm+xH9/zVb7uCFvLOI7EA62lBtCp7QRZIvtRIL2POmSxu3dlja5wbnPxQg9Eniii7bQxc16NVj/YxE7fNB+8C7l4tmapiltNOmoAx+zw/9yNeNHoZoCMVWWgGU9gf/FNw5uhfM8rO2kbieLxQMTh0cM2qo2emlpbuq1FAhDqiIVFNmtR3e1iddCit+gKLts11dZqVozcE1IlRFAlUjq/t3HYZK/trI1eQRtcuW8BjGBFY6hDu0/aqecE09aXv231E5B8JvEQQSDCR3JKScHe6aW+Gp8w6XwFRjLR4QRFXpNVIwQQE0MrkfycJeFvZiQX7m141tXoCd7DvjgfpM/aobvcu9oTUAVQ1Gg/rG0fQO50gf8+KBgQY2JxEI23whYuE9o1d9VsWFI3pYH8DKb4POPHTyW3ZC6LEB4odJWqe7uB18/O2Pp7ISCCVsRdLgMjWIabZcrNy/2wk6YVxZ3brF3WaT1s6jUpVT96ouBwu5/7P3vq+CLv8BerKJ+0oJzwU1mv1/lfwBExRJQCwE5nhxqNd54Q70X79a7mosKIJvqUKLSXh/xZEu0L/yaKJS0SSmouQXW3bpinvdQ4NJV0gp2gid/pD/1bfOfvqRTry/mUAVUecFVK9g63d2mg39loDq8Wg0Nzy/e/jYrLYiAopQBHPB0mPuXbm9DBpU8iRZ2+bVvlvp3S3qWOuAtv3wTYrIyjG51pbcakFwUNcCMHU+TC6rSy+oKZYC6B0j4iUqDPfwN5EGbtL7FMS1xTmFVQBly2D79/bvW3iiqDJHZbFRzcUu50ErXymm/lDBssr4J/4kzq391/cwy8PnPprigPzzuHoHbUSegxYFIFCw082F+eqHiNsmhsibBAb3HfT6PLhdW0wm2w936+Kq8Z4/2vbO0HgBIE3+s13Jhmdu/F/rSuLrUZviXH/3t8vs/2Vybvx4FL1+qae5oUyijovCsinkNDV1O/YsHOs+dZxZatQomTVKqkeYKjJDiGEYEABKAWZVUNNZ/u/NK8FlkwKQypmizr9MRe1lzdq5kpYGMVgDVvQBIA2Dhbz66bBjAASH1uO8OoTb6a35DHsJQ48Th97nhKhDq6qKGrfBLC2K9UTd3GIFos1ZaKW9zw0MYvb1lSHUbnbUdCKmF5htaid0o2HbO94BIWJozqupupJUIrH3185R6mZ1RgLIvO5Z8LnwR9Iw4ftJmSt+CZ448gOy69S+6fF2B8uk26Y9lwWLlB3e3D+qg8SGnjV2xDeRKJZj7ILLVqLcTzZmFBoo3Owz1SxFyl59FUGwlWyvSjYPHetKcQ/vEJFaQrq/L4wH9XxzQf6uG1FEkLkj6EoVHxp5Izv9/uI0Tq4npCp/OAYf8SpdcREptXRd7BaU7QZ+Dlj7+y/1Ar7OBSSbTGe+1/ff3ufL2Q4v/fSOmTvd6rQUYEZs15pNy7JcxakkYerQbnivoafK9IufZJYZAiAijh2387dn0t4bhbVDNpmCtAigmY/+ujjiggMno/XcNf5BH7XZd17B7YaUhligNXMQJnOcFQpFddrvN4Xu9VLAHmmW6sbYgeSglr8g5Bevt7NN7IKkubKWWazRxcFcfu01zDGjihB2cODpoJvwWsx5RcOb+B4frS8ClmY05WavXFNeLwGidmHDLobjzHTCeVVvtaqcEpHQAMeDzhwCLj8rWp7IeHQUOWVKlHSr/T+Qde3uqnnH3aAlgk7qXDAlHeeOxeo8dmOcuTK//PFH5jAlyQmUNak2nR1sie6+6WFf5w1o8J7YQ2HAUjE6hhUJILyScnfugZ96t3/NAz5WkupTOHj4yeDOdpnIpbro3Ilo5nNRGyjhsClTVRG25cai2r7G0Fj0wIQ4sP9epv/uk994gM69q3mt1djXv+AMQ3AFqelqwFuVdNbWdI35zxjv5OfGslJp/f8/Dzo8JM3xlxYoYb8He28L1g14dXACjXAkgB2ywbuc84j6ky9+MOxYHK6q1wT7dPjDeYbZLHEMX1La2jph/wh+jkBxTBbI1vH3ykV+m0V8W3nwJKNpJR/d0TgCfHmo7IpdiycJsic3IkWr9dDFrNqhmRjaMANC3kLaQuPosSNfqYOmisrji7LLki9b6alA4aFq7Leh2saU6ODQBsHbA60P8MezaYnPfJ4dbbM1OyLl0QwRy8dyOJCUaSAPMJGYS7eKuoXvvuOeuzfxfdHSQj32TDf5u4+rCqY4ucIyo5ZONRlNky7xG13FoRGkJaRd5VMdBEr223BAg0W8GwDImwsL8BfHJgzqqxDcF6OWlxn12KVMAbtDCg7vhIp1kXZaZN1IkaghuJG6RAKWwFRkFW42MSc1k1bc/qP62lE/KLAuA/s42USjLLrO/KpMQCagVBoV0949D8pItspm237+11g9iYEd2A8gt7eo9tBPfPP9W60gVaS9oS8Ad2pLIMUuL6uXZD7lvDB1W9yYFwLol4obEaprLzOsDu7/srF5c9YJofLnFcFltRlOg+XxGV9CyHovQVc2Ei2SHsS1/rezWatRHqam3Zr8w1PsElfu/m8zdDuj4yrTmgOV1UN/5rVNfvP76P1wHZgkyBHzqgvONnakPkcP5hLapllXnu9NN60P23r1jQ2u6Eycf6MO0UCOxvQUak7SmS9u9Vr22UTIaBMqEv3xZnhxCQllwIcUbSMHusZVtQ3afn0sK1hanXyuVbWx1l6Wv+2Tlg0WXvlwyjur12qtIvFZ5i+S8x5Mri2rT8LneVsuk13xoymn0CcORm/TjZ27+sHbsmb589eZ8R3IZkXK5+Z5GrXP2q121NvloocrNAm6oY+2ZzXGxEz/t3IZDHU5itsrv63FGNxG7t2YxoWeX+a4BdSWLFDneTGmMetS+txsBLNkNYdcuQ3gt1eds0/U5Ykv5QjoDa8A+EAFVsADKbW0B0OMwNiFKIMqpSg3SWfvMAtO01STtZLsQzeZliZGhdqv2dK9XiGY26iVFRMp1xOJAvN17vG7zuekl3dmkndQrTH3ibtP2bWXmKq/yaqhZ9JpalIEyNzV/xuv6TW2rjdr/QFKpzzzIsqsgULCprbBSjGQAAFBwzJyxuAJtWT13WxUsCwSuLbcP/rQWHpc0BqucjS3yH6rwMdlitmi6QS4DafY5TC/nS/sp5lyBN2q061uxHhe4LZW3IDMbih5oo/JZauP21D0Twy9fTAhg6eBAx9RS48AR3cK2XK6KBGFJr5Vc9t5mIlXp6BCsS5wpNFA/ic2OJBBNp1k4+qljWXtoVfd7y01fwGdADLO5npbQzpYV/kh7Nr6opxW2CgJadhH/KL1g2afrDnFboWvD/t56rciy3Wb/0nth/7A5Pxt2DvQJYNmqI6AHD2Zmg02aQZq+Dl8bQOLazYLWrHXuhdKba1Bkq5j2SY/sEg+WyA08YO1nj2nTnRh66ZY1R4MZrlzHKmUxDCoHeCT5ORy9V205lXOfMXb+6AHnP99q/vRtXA+zJjLYqrj/YlAr5GIX1oT7DSsfcresKJkXdQ0glsFxXPUFeh15eXM1raiCFyyJPv2ZeSbPRERA7/T6+7zaQgCWp5gj23NKA1jR2RNs5ezZmbvsdhFRdD4/7tZwRWVjK1mtqRiSLJSATFkBgaabKuZ2EJanXKgwsgubj9NFATsc0Hxut1pn9QmCyYbhD6ejc5Xf5iu1pRDGG+D9PlKSoJavA2xKqkE1pkqk0yu1wFOK/S2g0QXCPTCZN2hzLKzQcFOBMyRqUwkrarSUrcU5bKujwaU3Xf2+7U1KE5C741FfbCjQ69/6+vc7/yt1noXSbDQpvbsXqfxKunJYOhbQtdfqYoxNrBWTBamGQKZnf5Zus7u3Uju1csypM1D1BpRqlTMsaDWt5KKs1dLKxck7xoatnfWwuEiA+JcPCN7uV+bKlcaUHOOC4GSxxxEOFBFL5SpmHVdrcdYkIQ6neeKYdBEZpL1aFH9DMRSzV0K/SEvv2ifu3j/o8abeP9dGtHp0eogK3bhYipWUL94t/OhNNTYvffWzxrcu0HUA7+hvcSLB7BqBu0crLSY8XzBvbhyyVxJk5Dplrs5LBwyBg0cCHEZuWuKZkZw0CdMvIx824u0O/J6eIwl6e3DuVt6cq8Un+5+XmusjX3pIff6jV5GPJjrHrq6CjPf+v54++Tel/KL77edQbcPqOlVaqHdFIm1tu85PxVc/PO967t5zZzKHVALxiaIoxWfpT05Q13Ok0cBMTLqojrZGRhZlKb0V9XSDdH6+0urtGHBXE3KyQvMVeqgXaCzmJY3VINlAsgdHsuVqVIsZAX0nDlOlZMzkVHmnr1HNHhzVNWFcrzeZaDa6HQ826T6vPLNYHujRyYI4eXj48K6RE489SocXzv3HKzvTOT6KuIf0XWNdXJiKZ9JCSWeVqW+olTwkM9K2SybNQMlYQLYCEGV2msFWEYXAyLYKSAPtewGjyyuzMuYMPv/H7NKCIkHtjzweabyLDh9wBEvirc0IIE4c+5qOLzIW5uinx5vXq5M061bXTiIChW2rlOW/F8CTVvxkLz2/Q1wvMImo2DDYFurpJrdz/NDej8+mSbsUuVYhLRm9czRj65SjadJ4BL1xqTLBa7qG4xdumb6B42c1u3QORFcKVkNL+fbG4gGD1yzmpsUcSMHNo+Xcm4jC0ee7EeUqrC4bVeB6gupymzT1tVQRqxFSi1WiBQniZ6/eRl2aZKjYefrhnSuMzbXBtNqrLav1js9DfB1I6ZtCwxWvne7t8Nm53JWXIEapH2J0y9dNV9QVD2R5eCjQ6WWZgvWiDMieCoV5q6mzOK+IhTICHHxUd+RvpBsbjfIb0GkZqUA3NLxBR0vEXgm81D/7s21HEhI6A8Anj7jDkmJJZugKHJNW1mUVY8c6247Wm5dWVa/PCPL5D25Xyxv5z3l9L9B8upDpBSlbJbdemdoxY6L1MrOYtJbZejqbN/EOu04gdTvb1WAstnhj1eSBLH7L7dcLqAU8MuAQWfKjC82yIvWRaHc/uLzS1Hi1Q37dhBa61UAqp/rnQzcf+ar86hvR7LmK2m7wdhB1to5hLYt7UMXVfDSCGWh9m8amgc0wbljl/9pA/DamaeKlPQp1AGzwhmaOU5cN8lK1ZY7rmAJ+Y5pVuWlG7l1Yt5UEIUgRrlv6tTdcHxl/TU8cHuPfN+/+xksbJr2I/D/oI1bIX207OtRmrLy/0JJLBZ6mDMS1ZqrbYkut5hBC7LKAFXPnQJd/CFqJh8RaoVKD8CSlp9C6WipEaFhLK+CMaDSadjJyD+Wq0kJbAb6seF9ZAYEfydJ25FloVENgLvjbLdtQd2e9cWYG6aSM26gCNYV96oB2GO977AjPaEwSrNvVLtRzyEasJlCg29INxn7/kRUEt4+e1P7rm3Wnh4AYlikZPZN22GsrFlIbiVZmei42F3tgb9CBqlfYZPq4T2THc5QJDeY6MpsDzXCqz8b3EtI6eOIxzVV6Sk0RU9UWdoa6vzKe3lz7P+AP+/7NBAs5A/IPlqVm/wXb3D37mGvnT2euVsTqTMGi6RwlDZtD//LAzvXq4SPEkUePJBqi20w/V5bbvE4XbFKZiugxdbayzkNentJnqiKsJaBqfcyPsRbdxXOVUX81ejlfrUiFQq2rH2ptZGncYtJ3Y0ZKr61LhWrV7NtRvcN6Hq+XT37y8Mx8vgOx17QOsA6RiaCeSa9GgXyrHpCQmWVhTwCZYZSA1kK3UmcX8H6eNqSD+4627e4Qrs0LV64mUF2zZ5A5hHtWZmpv11arWo2G6hk2EeQ65lOMSzvxbh/u8nTiEFGnGgceOVjKWZvYDo4mMpWuIW+rEI4qEgBQDuBOD/rTPw2f6EE+Ki6IObuGnJiSTRbE8tkOOpHHFPxItwFs0LjQMrjEPwbLf6YBIM7y4yXdCYdDKrMT/mI22rCb7Waso9evXUCodpW9UUl3CvZmebn78OHoRj7FhkCY6FCV3I5ar4jKQtjJNCL77yoEV1EfAQC8GThUXdtmq6IHRYslaGuXW4KCQ1FDaEO0kq0xR2HpJtPi6novqStEwD2HbZhSpTCrBWyLqonyFtTbv/Pai0CXrYA+6OvwaSxAZUm0OqleT8WgwXd9b3R8R27/wzwCqFAX9Y1LN86yqTuOHBge2OMZNmaXw025YQXhHCcVWIVrNdogoNUPRTeVc2kuMKul+BZ+Dbj1bhOUIrYKlFWhgSFbrJH0jWoYzXjHXLlVrSwTpBqSIAFsdTsMEsEkuD6zKxGvtrsRdfv6elXbqZZoF7Qk5GrF8pCzq0yUG1VFWW8YJFtDR7ZoTbm5VWfKvX1+uVvIkJTB0uzw2twT96R2wjuh9MhRXwnELoS2TVZSdeBWThg1Cm+uoSaMOOZH5UJ9K0e5ht1EdSeJEMg23N/Tazl2YrzL8s7FiyRSBmTbJiT7IAEBW9FifbOC2daLdYi6WFQ/AuphVQlWq09r2woqGGWdaRmWinRZhpuYElorUR1uJr6xXqrjJ7pSFWUwV8hsMGbgagzoNV21ydINx3rOqjW8r9yQ2aoCAIN3709Nz1r0BWNONgDGaDkZ0MELubwGBmQAbjWBL9utgzRYT0PdPiybZRISsFSu11T9xlqSsQR6LK5KaF6a7C2WBXcBA8tC1WTYrOe0Nq16dQe1ghtFTRnrUu+ZRFsb96Rvf7q9Ddly22Kl5IRFhShDl5eQSA3o9XEyi19fwGrxjBeVkpItX4yxzKC1yebgapygmgjHqSIBebv8LUsPfaO4zVe3apgYkl/qfsx+7x//VEleAkET0VTyy+mQwZ/CF7Bjtp6hXk28eaoSt7e9dmPppLSThVQHR1cbnYtXi0h7d+FT0keB913Z1UdopZJB1vp6m8UpG4koA4KQcNdxG3RroRqr5ZgsV6uvdHYPHX1I948X9p4euA4J7QXuwh+hT/7FiVJ6Rzw0ZEMaK5K8y1IqOQ0unyc+zxh00lg/srKSt1jEZA5y9tjNaj7h9o/ZemISY7IrrZjkCYyKLcOAQWOiypWq7CpiPg61QFktl1hJSlytVSxo5yr5ux3Ael19ost4pcCNUxp791B3tyGWzlx7ZRbHGH0V8RJcV6dKMO7bM2WQYsQ2xW6WanVMkGWvEFKCZivRb5FEjslGwBE+FeXLhM2Ch+g6vbzjGjYxW3R/V1HGax3dVHhLln2GG//wottOotm1GXZHQirlJBBDwnf6PSiTswaTIFETGblODBLqjZbO4XX3dAwic4vxR8HiezvUOqTGed6nRSsptIcyr7+UBLjqRpUGAF6EJQWAw+/O4AM2JbV58PgDsdxieXXHcXSospwsWSzFcwV4pYLd4xS5VXyUZYIxUa8Kqu7/JwguACU7CENhH5dx95nr7nddsxrZuENCsECLlUJ5hfJoS1/5Cy1QilM8CRL3zWbd5e5ed5s77nrmnDlu//dRBYopt7KS8rpjWwOnjdTsZ2fjX4wWepxwGuwlms2+6vSZlarP32YxEPXyBro/LF9fbB8epjsidkQtLeTZANLe7t5NCqOtkcdYfe26MOqvOtEEX5q9s6w8f8i7s9ZB+W04l7tzNmcRBN4OqYpSrolqQqkBBg5ltA0tYAackMzXYIRAzIRSowATqLEC6Gsbkw2PmhoLhvVEYSu36CKsmoKLTKmnhYxLxZMLVoPRiCL9fX5ZwzNRrh0jvQY0lQFDonimlO4xOuINSlB4h0xgDZLESbkI6lQea2iAqlkHd8Uw7+bZRY0vKj44nuIAnay0tUCZQi2XNRoVAGm6dN7Uib0ww1lIfUcIZzYbPhvAR2xNSoNusX0mdT3j7901YAgMHjmyb2uuxlnzbL4RoijvttZ4rWrJcSZIQzCkXauXJF0iZU5oMFqzAsoGXi/pXBAR6xjmsPu3f2p0CsI9u0df/bdTO47smb7w+g7zYCzKl7jS+aHCrnTdUQUmdXQb2AEyMaCZcGGB54+PWTemcg22obtqXBwntLyIQozUb7DVOTrP8fc4uu71s9VszOlAY1VBtgAWTXeAxWbTmi5RXktKhm2Q5FTSayLOgl3hogqXXSYGWiQkRVxSSM4qolX8EIi4/vVepbGfqFpJG8IGxdFeQKrVNhgyeWFtdZod3d6FPPAI9FAnBHd4f/pXaqHJIDjqwRezTCVW0s2Au7VHtyqKFaIw38Z5MmB2AQfM+3YP788c2aa1n+OoX95/zqDHuPm6uXSDyLW0dz+3vuModvOkEmsS3TZ0V4S/6jn74qKzs3rYWL1k8kyB+bEje4HvHDALn9lBYxSk1TPGio2oiCWqWmnXtRaH2X9ouPpf06O9gdtfPSX2doH9I5d+sxU5qah+t15YWtaYvT/dcyNRxVLatn+5a/Obr7rJJjUYKM0nnHKrYgI8SCrBc64ICsO8gSAeOr7nyulNHwYNPPIwfvkln9O5hQ6KGHLwKJF8f8Ujw7wnfHUq095O38g2qXg1RWn7SPwOWzpoBzZt2rAbfiehDg6ZHA5Pz5Ge8Qc+t1uyTE38tHFjoVooTrMFo4EAJEU3g9cK6qBGW2DyOfgurw5oGDsLAR+odREH95p6k8VCQheDXkOehvRYFtBJu7GNaS7mCbI/0f/fb85+45Fvlqrn3F398MM7sq9uMCZNb0oMIIhWxn9kDdi8CuolgWjF0T1knKiA/yj67x0NgRr0g55DL5JbpUNedy4h/hwo/ohhWxCyuwF80z70e2A9r0nbutUbJfJSvaHjwMjItulTZ659+BZCGOG779cXYiGkUOoIc6cveHZ1QSmlFl1hXH50bc26vXfug0mPW0PWNFwD4ytuSq3ZEeyvFaUgSo+YmjPxs1lBwgkDyDI9Ruz2akFB7KGttXrIa/YraHaOKuYMPc+ImHd4XDmILRz5HR3JyZHPn2s2XZonh1Zm9h/ovLYk0NReMso3XGtaBK8SIhBnKwoXcOdU1SVzrS52I+vgezqdA6P2vJmgLnNtO5i5EuTucNzVd1y76+9//E8FXXJEDk61DeVrE1wjh5INdjvJFPydg4/dlY+zYrEWNDNbi3pPl3HqDON1ahTUuF0tfW/srhczGa+QXaYImWtiOtKsNFGTQdckhm20I6Zn7wpiqcruBw84xOWLr96qRJHWfqWVQaig3exwurmuM++dWSNwJKM4AtBOo766Id5PkFGUsDWBoEOE7RGltKo1G0qpYrMv3ZyitXHo/J9XIItmvrfjoJFY9Qe6bR7pGhv0A3w+cYjKndjvuT7b6JY6YDe6JWoHHNAVmpwoWAce/qinxa//aN75f/dYjbjVbr59/k7XPcP0rAbWOJnTbZQ2oc1KuC+u0r8N9P7IN8wwaqo59fqZyYPWPTjh3ebYWpC4L/mdZ+PsHb6BIPpn8B0fbRHWSjWRB2cqel/AlMuWVwHnDrfm8riymXx82RizGbxWa3wzBfvKd4wGi3vneiMOmHJskQVkH8cIvgBhpG8NRYHdvL9NYu9kN5H2bji6RtTSumL1dH+kb/AL+63WAb6II7dmNK6Ib/PCjqYroXFsw9wA3K0eQNcCQWqzoXSZWpxj3bv8CJGeNfsxgeV9N6+njhz5Mv3YVqOfJH/b6VjHPUYFat5o6HL0RgQTd/S4i4i5UDcjYZR9VqxlZ29OwYXMioIAK1kcXP/MjkykUIqfzup3ARLaRkfUfH0xE4+lzU8O2c++7tgbBI5Cw8xoXol08ZjrwyZ3qP+Wx8r8+MO+A0r1tYuNuNYX0dd+8gfrXimHmoLVXFzc7AR1XC6+eb5waP/og2PdL76+Yu2De4NeZL92dnJltA1n0vscBotlVElNrnQtY7W0DAQlcnmybqulN0F6i9nug7y6BVIbmqwN+lGYMXaH0HjEHLZxF6frviPauctvu1As5EJCh9oUKzS/RiYyFKgW20cMJ45EhJI0mar8Pn1jBA4kubxT6/jGWw+frdYXT9NMKWZQKZZm8ZWSUKkDBuvytblRD0ktUuV+7eVvfv/Zj/UArr1XTi1XPrgmyZKgmXSxPEx6H3peEYUr2urkUsUGcJEG1PKCb9tlc6hlFNtfBcamUNDmK2fDuwW3ASg8KLsAo32dNv3OZl9lZqp6/6ZUu7CeUQDK6GzveWrb/CsE0rO3padRrHfghZLcT2avGeC1oi1iI+xS7tKWO2x0rJWyslxa2gIkhK6U3MSiDGrjcnQenmPNkffzDRwz3CroeTkD27y3rBiKqgy/RVB1g52riIrdL8m3VrDh7Xs/2ZI7e+cJSyg8vx5ovlBLrjmzFuRHIOJ9BsjqQqQzs7YUJvyd8uSylSgqAs0Xm3whTWmQSoYj/c99nIzfCXBZq95SA0hrnhUS6yzPWlmB3tmtnz1Zb11mpm+8oIRN5PAgAIw4sqxFYxWrkuPVjViBW69b9w6FA25VkefWawMOS2Z9zeHhzIpqaOqPBd2/WU7E1bIdt4CA6jJhbJltyirJMA6HyWnzZ6hc9Ha1IvEbPsDhzSiW1mMHHAtaJVbLNEpNFhAjLG3q63yywzB3cq5WERfsxi43+G4V3Q+rAaK51LR31Up+uy2NKcsz728VV7nLJhjhl67HR8YcUz+/gO3Zi6jClkH4IFrd2RumObsF1d9NOrYMahyoFHNGsClfj0N2E9nR23rs3s5sumltxYxr6wNfeVajhfD+AFWbRtzGhlhpE8Xz6pKdgL7Wufcm2n1vbBLgysedKl6WKNCYKm35w2HYFnqqsjGTqT7lcnzEoqOKiWyBrxfBCmPh2fpwULqywcQg106rnK3CmkGHLSaD0lBpME3wAAg0/aJeK3ElbejelpxuFJmUUmiAYbSGS2rCICMcVOMYjY0EAWT19C33rr5xn71q80dRU+2Hc1ktmfnWcMt9Q+q6lUgnoIyLqpYMqtDtRRI1SbbAJFBLcGjXkONmLClJYJ1KPni+YsumnGu0fznT8/Tn1q90Qn0V1ftm6+xWzt8OBJPuk80F2tL1iS8SjcSJ07ejJD3VT7DoACAC/YbSypoERpeCk3P4Vn6uyXktNlvdEDOWDWWjMwTVwmaGTJb+fb3t2wdXp+bzqeyu7zyQXJ85+Bt/dEFuOIjy0w84nrIufPnn2t4OAqEzVxePb7PM/6KgjHrkZONCbOqe40C5jG//2sMR6yFL7kXvJk0aPIEBF7oeLa0VcEYrFZOyKJWyOckUcrSXcmxqkRZ2OaTXN5F7PcjJuPyAsZEyoL9+wDtXkjsV3Yubj3m5qU3u2N6wtb9zay2dqK0WQrKhYmmpcwEY1w38UlpbWylKbZIVwyTMOtwhqw3xoH3g0L8/eo6DsdulwU61ooriYiOT4XWrBKO6DnNSUyZ9I7oKXy6vjATQ352cghs6GSYzoMjEGhrBGmyA0GxWpJlzi7G+dRHe2VY40PVXl/g23C5jSLFaid5oMHouWXBGiNC1AjsGth0g0H/SM2lTJqcwPUizTbt9UksTgLZn99HSyGPU0js9rTrtbeB1BqoFFbrIN0VsLCDPb8F97el3b5t8HSTNrqxd7g53ZHP55//n2VMv/cnIsIMwMKBMmQRg8Lj/r5RB9Po2RUyeT6koiJxdBcXOaKHoMTmyNdbUYVYSiUZXZz/CcB/cDIe6eDxmSBTYDRdRBHgbaGLrfCaNVIBNZXuPFVll1g3oPF3T7Ui1XmWjGtfi8pL2/4ManNPyB8fH3fXxQ3hlTW82mqRAMpLPoianDWskF3SrSzJz6PNh+WYqlS2WdRddhhxrzaRmIAwgvC/iC7YhgE1Zq3jzBd3o9AaVZpwMoNh8lB3z8psc8FALl+M8Sw2E6KSSmSqnAi6rVZTwcrEqACUMcW7bablOsYG2RTJe39AdH8w37W2YbHa5BbNHz6gSvpqsKU0RaHONQnhe1ldXUiGDZiHAxbjcf4BssXnZLG9W1mAdw/3wwmTDFghIjY2NuZrd63uyG7pzoyJQrEnlTDTTUIWbbh2tNjN8BVeRgxrshQkIUXIW166vP5ph9OXlDagTe/lsrM3rKa+mcG///NUb/R1h2gtI6bLFKg/5DH8pXdvgZhhOwu2+QX+7eYN1ltKUVjKSZHvQFfaCboalVKZUNsntoUSqJKuNEGbLc8r7ccZrlQdhx8WKxAL1AUF0+wWakGlA0yE7gqhC2e4Y3I3+TXvm7cV83uQdHEN3CSjI4zxog5B8PTWn0CJTDcgK8ripFF0CP/S1mzwK6jH0nBj1dPRvXVxwyfMmo6zgPDlo6LTaY8lMvGE3KBJmNuFwFS9LIajgKK+cqhlvnUm9zjc7dPGb9Mhg6mBXVvN5WPzjbrHftUqX7dtVy8KKmcEIh3+lUfEDtNOGNYjuAM4ZYLZotxo7g3bHSmWqMFBHp2dlS4elqyC3YI3bl2BwjK8sJMT9qhrxbz0/irnw/rOT6UV+6dQ/0llimTQM7Tm4s4kwj3VJnWhLZLj3G4fq77yB46apN9K1JqDakPCDHY5qTDbp1hCSqa2EEmY/pS4j1OydW5FIu4mJSTWfuVqe20oPyUZLIkoQc4wuz8fVdo99a161GXXBjoEFbechN7gpKGatfL3cPUpcU5AjhvImpOqtjuCR3vB+ux5XGzfnK5VqtorV6hwIM3yINGtaBhKno8zOfY67hnteeDFOj/cuelzyHFduC8/fmlMaArO/JZBJ5q4VYAwfsvcn5WQ2Or3t8JFDe3rP/+KKJaTquwY2Xp0jYA7woUixwXKcArfOvFXskeF1snPdf99FMbtseY0/uxfq7bIval8s/yQJfRjfAqekW3fr/SriadRNM6Cd0KE0jJ8RE583dnLIQCbUudbQc2fmIiONos9Vz/fgfBZ1bHFmWFlXfQCbMVrp9SSBG60WsJIW3LYdR5/dXjy9GWjwQw8dzb137aNh9t1FzQIih28vOc0OvRW22LAzMWIf5vsuV3URi+Um2aAxL6FK6brH6PCRGMxLeB3KpLdKkJgrg19U7woIQ6jwW2DUhj/muPaDy2u0eqFhHUOAENj0aGxN55ZFxEkCR4/2nW/Elc0Zb6iz2l5F8iIEkDNMBl6pKgJYz8rIMJa+zcEyiPmU4I6Q/1uvl4BL2z9xUDawmcNDhN1KRYuHTDmF0mLT65EuuQw3IrR8fVLobu2qrJX23+28carkIXSi6r7IJ1mVbs8FDIqJ6QjnS1v1ZhMCOU0Dn9v24KlbW0WUUZLMnt09KAgKWnWpbFJBzOUw1tFITc89/C+29G8Xq1nw/cyq00WO2wCtzPwxbXrGLIbpxmUK2d5j3b7lLGv2hSXzwx/pqeGgtTOYmc/2BDztAzuatMPD5M3ZNME2B4y8CuqfG1E+fBeLA/BZQEM00W72Pf/nj86v6Fo0DtESJnBcZh0Am6oY71O7cqwOk8QAKdx3rP/7b26eoSswoqmyCACA2pB5uN0LzKQ5icQlUsj2m4P+u/b5cumNVOHg0bb/7w+3hm0Kb3Hf2iqWmsKQ3R9rmBbV5HEvzjXs06LUrIhaiDCoXKHCGJ177/30W+CQtHr6O2rI4AJyUpGCLcMfefqJMlOvb8wZctjEpjRNM3ZWR85UrdvN9L7HDvlNxKWb8RsLFzTD3OGntlkOP1C5suQYwoWzVysqqxDEIT6/5bY2qTzv4dydGLrOf95qpa/yuXAI6nDfE9d2bIyK9T3J1Q+CWnnxbL19wo9/DFJoZIvZ4kPue4+FxTNnKRWPNwPB7bsjCNeovKvcvQuZ9MoBtxm/cvO9aZu93Xg5OmFushAAwlgunrGpqlhqLLwJGkLPN9+Ll5+4f/jYBlDKWLr1pW9sSphz9eyHa5+5f9cL0MiXPsuXo0ykveuEavxpqfWb29u6nq6rFWLyenYhseefgxe/cVE4ruUb9fjGQsfesUYFJHismi/FUmUyzcumWrIkwh3qrdvakRA+n5QeaFXGcdO2kGmb4GqDuTikFVKF3jGimm86ZPmcUbZ8xIcN7XmS7b0+u+xGHaGeEaU1l76SLhU4gjDtaLeGdoaddujPE82/3Ijtkh3UcGD8k+MXXypZ2gSkXFPc5ork1t+fqjNUb2cPD1vsbD6OmlUbb4iePV+OhR4ZzhYaN//4kt2HGTVQikkgDGkqYMe6mkW15u/HewIvxHqF2q0jCxPv/n91KQ/uuuFeXHwSIi6UHUo1XfgAEWFpuBVstniJkkTa+LpO9vxMVKieFn3v8L7BUq6cXb3ja1yMmQdF+5i/voTKK5s+q1rKCc6goSxqvQd2YInijo8/day3x+bDZ2jjrWvxQQJEHIfPdUuLzUnE0vylChMbXL+n9YOibdvnPx4FPZ+9QP9yZqu9OyLUlVppw4O3dvS0Wr2e2++ttnZbq7WZSv/B4+KxYcNxG/ySHhFrt6XET6+PQgkMtZQNxhSNQgDQYvVSVIEGqgLgSkwNbq2/pCip2oL74Z98/XU60U1pECUncIjICvYWgJqjWR2GATdNWC78w/kGZyfr5erkWtsnBzwxZSWtW2qN9JlMEW9pG+41U2nd2JiMl7eTrMnlYURh8vTG8Tb7ao16R4gdRt0UiZ4WUiQGMhtpVtNACNA03W8Y7OullC751gfrRidZKyarNo+7ryfcFfLUuQ9vbWlDQfsWiLsdxb5eUct/85/2Lr4TvX19mZX5r48F9FLug4lyx112M0LwALQdKy3luA5fvzlnsLdh/W1Wo2bINox0VRUaDOwI+711Oce0FsUfXqq3gFKPQrpaW+dEuefjI1N3eC5Fmyz8JsJyyyVnpz2TLiU0CcxnWi1hriqzFbtBIp4y9v+PFueEJAAAAGhoi/TUuVy6tGVBuGFXxN/W4tvZofkjCivZvdQrb04c7admi1g8zYT8kUapcFFMeF2BBwjn28WECJr2euAcpcEKtwkQ9s6BA7/44Gf7rDcmshc6La9fEni0zeqADnYH6RzNySxfrTUZrT2Xblp7LtBRJCWa9/bK1qWZLcXt86LomB1psHNn5gvXqk8cw4rvRAO7OnC0mZW1rFijZYBQdCIFGAHUUG/Cqvb9R20f2737/THkWWtOPV++chW684OsPT3nVrOSnho7sr2ICYs/ynR+6xDVjIa4TKbOBnY85EmI0dsz4C6LkxG3HbN6LwL8kd2uAyMTP/4TyKOd6MqdGPvYodr5OYkMI3xWzRvk8slz8IOPVb+TCx0CgTDahkMLT9cModq1YrH14ivxNeNybW3nyHa4f8/K+WV03WgJbRe2+PtSWBnoXWtkbNYGFRKjq8sIEcFqWC5HUYhiw5WVmxtUs2gn1FSUhOpAYE0OY8DzXebf8/B3fnTPz749n8KMmrZ0m/LrMneJtXRI2iyPdRxzXrhYc1p3j6v9UzWViwaYDF2EOUNvoOOQ5hrkpi5UfvNesROFd0Q4a4e5axg+eVkY/8rB9RnN7GqkBE63EmimYsVIed+Id6VYLshopEqTksTnnPhIXOIRpfvamzdbXVD/jmNoZjaHaDyokxITNHR1t+AoUFec7OsSkxGuRDYlq4nE/+s77NUw2ny0G97Os8ds3PscgEtK3UCoFr+t4hMqcTPOSDdAh3Gv+Z//58G/zNOvvfYKmqI5v9t17yiBNHOvLGMBzdjrL00lzCE7xosh1NYbaHnk48939lurK0JqM2GVmDakmqdqKBYCmEqDq0GCpmjs2KDtrIMUQsEKNAyLRPGZzx8p/jhe4EykNN7a7TT1tzsJpcySXvPJVBTRrYaZLe89n/zNl4O5X/dtnIYCAPw0GrGTimpQRL5ZsNtsKo0yCAdEDCiliPWqb96Q4ho0UGuUyxLSotbnMiy31SAwVaeb1SpTRYFuT2QpRw6Egv5uE3OgVVgN1tm0a5o1X8rZVdTQYfJ8ZER1qsx0trNFA2vNvKLLgDq5sNFmJoNu5FSqrqnNcdK8ylfLeq0XN2xqEg8jmiICGjbubjk85FH59OQp5HgQu1lisnWZNGdrK3UkwLme2PUMFJSClpuQe1PUvE4TDKpv/OAa4QIP7A+AeeFnSymvHfl6iwKR2u0iuq3bKWYTHr726ks3pm+CqBGoy2WH2f8vnzfaTfGtZnp2uRYyWhqbaF9AIGHlQ0VbkRmMyX7sru2Dh0e2bnLFUPXaTJ1QIUjOK1nX2nKsPdI6n03epcIbCTjo7CsBnNZpGa8bY14PUKuBsFni1q+tFzstlvaObf0tdnuPT3Q5CbvT6Cov5MXwAHryhqzrWihimU9pJtzgIIYAtXqqnNlL2OuKPpFreIxwNqMZDOGdew4dz7+DA890tBneXu7ccxegxStFVV6c3NTDq27EwSFB2tEEcbAuZngdQxLDoHm/N8YKqAVJLM9W1jV3h3tXV2Mr2rgwhTz1iCP1bl7igKaO+EjMb9UTMlBuoO5Rh6zmp2poYb6Gl8p77iAcNvP63tbTz5xK3W7iJUJavmb+TOvERNk1B8LzYGs0f5OCx6/MVHZFfMZ8sVkg1zake46Fc1XwRhxtKr6PdA/aO53Hh9DPdSWvh/WNqclLKU+rUp+CuuwIjTXDwO1KAKNXGpvH22F238Irlw0HPGyKEv7JM5wqrJQp1tZcuBGvwPusf71lv9+9g00GRDyp1mmxmdMxx+yGMCMF9yKdCJlY5xp6A8C21JVingXsMBhw6RdyzVf2Ga/NIoHtlv3/sOPdzxUT841iRlIbdKumn18r7PYa4nGlrdeyqcF41ShWmMpPboC/HioBawPkJsDSLAelJG9M4XF7UrLUdo4UcyXTyRJPGmrnp9CW/b2WcGDhw2WhqylEaZGw9PV4s2tQeq5gaLfcFwQvRGsZALDYHRBfKYCmzoBwzN+XWJ9aXlyBlTyO23SJ9sAdX3RF3q1lwp560+8nsktIkW3Y+AvtWu3N07qoziDXPmX5XJ5GNvDDJmGhlUCHbK003KimjPaKIa0GHSbefHTn1Fxb8trE2PNPJlcTtctx6taaJonh57prl9LVxZXxsZ6owOioNPjRj33m+H4f5qvFYrAqinJDLuYzEtUo52C4bNYgTgEsimqJ+JetbTIYDLo9OFots7g2iWmPPdq9tFJKbHEitC9gtYEQs1IpFyndRDES+yXCXqu/vf7qxsvVfwO4OgAAS9yZH3b0uzvA2Lpe50iR4D02K5CzW9R6EU3eOn8GAAAQAEKBDisuGzSJK6ZsbXr2RqXC85iKBR2htWUR8NhDXd2W1fWmuMQuFGE5Yz3Rpvf2OPKAEZazcgrXspLKWwEo2OvkWODcen0AUyTUFfEiBpYHaXiL4jVdNIr6VYVVVB0DIQ9B7PeOdhtLRmh9RXGO2RrXF6qUGQta2HScxSx2GRbiL+V9vV0dBDhiIjbzdZDXhWMBlAtLr6xPrDQJwnDcinbg3Gu3nTthbfhBFxLPtvg0V0RcXy4PPBue00qGZCNQREhdQGrablEzdBfcpHQ1xxaqbLQk1FHYaNef80OPPBk5fUdePLvKRWS7F1XPLuF95vz87FBHoEo3oGaJarXxKbYl3Hl5vfDlb+1b/EO5OZtm1YqOQCYM6fF27zU7lKFtCZyW8zUaDt+9zdLIQZiRuDAj9PsJipHfnC+26M26w8dCjI8vhxHvbZ5tKuyuUPB6Pm3BXa19hjqlV5umH//psggRo2HjhZwFBEEEyNL5dC5WS4F2T6ilyYNmO9zJ6zMwi3SCvVO0ry9S0+Cq527X1bK2fG1TKjts/XA1Kf3l98rBHtjmUdsB8M6aXltLKoipZ4+vzQlGKxBV4xgmqXZtH1hr9EWYB2xzd/p+Df/5eL39dRvA+9epGwJWF83Kga5wp23+LDVzo+w4MBa/eUmOYA6j4FblLgD4zZnFgRO7ehqGk1/+wdjzfmzvUHN5aed//2fr7O8yv799brrZN69BKSB2N8DNX0cYwD7ia9wISFcGURd/siu6Zx263eKCVhf3PudNni1Id96vaA3tS4dEhbm0OuNwC1xOs3rxubeVj9wH7ni6eftsRe0jkg2eperaDis4zx80KU8cQ5be0eH/+jv7qZuZ6xB1y9C0mLZuT5k1JlvRzUM27gYlm7gqBzcjHZ7t++9shEG7A/0rSOw4Oay/3/oRVLbJ778bOXK07S9/UaBitPtZ5CNtrmtYBxOXbt2EkFnRe+RAaSnKhtDs6yvYuIEo1ldoxziGt94/eP3i+lWp4Ov37w2PxOYXPoxWP9bXu7ySD+46PNjdS+VOqQqQFdQvOneONDp+1livEnjI/2TvflfywitiltKLou5v6LIKAPDfPew4c/OfPVqbgfW3ANIRBVfVagPWW12+F2vND5W3dcb6mUxk7+PmQefApe99t7xyu/3pJ+SdPphSJn/9Pmyh2/b135lJYnTp4I67Pj22tx/odo22vHMqy56fwhyILAJQoQaUG5wq1lVd0oAuX6BiHqixPR02g6IiJ2vV4U6Q4zDfnObt6WmDITdiDgq8upV+us30Zs2/wZQpI/q6uzXTOAMV14ArNQhCNU2mIVeTJyTAawiAiZUyBBBWE3hsJLeyaB22mK4iBqZZbbN3ffefvhVLvtOQESosx8/GzTCkiZAn0KZZbYIW9yFFE8y2jUXO/+6m+YFODBscAU0fJOG1l++w9XTbcZe3FUmcE/P7PaMtepstanMC6xXZWs6LZbQtYL6Wo2SL08iKFQg+RGiOthaL1jAyVJZN8C4CNGBihv0QqxrMTAAAVqaBPp8+S9cqCh9RdV525eK2ux8NBQZDk2dT1at5sJTY/UBrRndU/3ThXVEVcti3O5HRMfTGnWmbUekK0K0ZrgaZGmBongOM7T6c5QIDvkITLN6sNial62CuAYqOPvOtugxw8vc7e44c7ftV2sOfnnXvsjUL2cxft2wf662/lxzyWvtJ+Gfx9Qc6Rq7OL9wTaOeLK25L+4svFP72Id9TSiAOdK+aTIA5W6i3rROyoXCDZ+B8Ddg53FGyirIVXYiTwzsGrtw8F1O4z3+mY36JOLkyB1KOOuk0k6LeUHabPOcaeVXXO20BUK+UqrHFU8zAN4dtJuja12/YIwHFUi1uCQ0rJkXTqEN48hOHJt83TN7Og0xdUzhk9P98oqe4PLcsVZopJ8kSTsvoNleKUppLG21Wb5MtrQpEcTpBcCyIAETQ2W4k+Apw/gbFg5rJKbkf7RO8jppQvfMmUVtsHvvenXzL2MLnDrOXDI3l25E2srocA3TH2d+s2SVC0AP3awM3blwNXo9vBAzUzKWyNeCqzzv6hpvRhLm7tYY5+eiWn3ENyy7BdSL/oy7yx8XgRDX/r9eOMsC5P+kWESDnL5RfXsryg3KqHXSH55YKZAG171DvGMT5nVbiQ8/fHM7uy80v5kRQPQqXVbOYISsGyeBZ3CwsK5K3q4iSGssAznEntNnE+u0sTLo/vr9vc2Mip5kbAl/OziYgV74wT0pNEslJ6loF3tLheEXxj1ptQ3sPPfbMh59Aeh8fSw7+MA6f/RGgfRXg8R5ouZ2YWCuEu9ofCCv14swfJ6GFLai9oIvD/bg/WunRvVXRGCs6e/HafM3YYtzl7qlG17YmV3v6I1Rui91aPTm9THotPQ5HYVXcSajCxWszDLjD12XiEKAoperN1/BbisA6Ld6qSO/Ztauc3sXGz+QFwV/q9T3kDi/QV8/KIEZGibJHx7r57TKESHQ9J9SLcG23W5Z6Hg07XCMHhtbpjQBf6Pn83dn5dmAmTr+9WhcbvT0OXTclJxdRGDp2154HPvYRGxFyDoSEZOqB7r5T9UZ1/jbGQ1ZMKwl2Si2KBHlXmylVdRhccItfla1CstyMABrDSV62yTvx1cvp7V29fYM++FZtb6R6eaJQk+ydgHFKlhtgyZCrj3vbHXtPXFpfz1RTLcQg0OPE/HJdAoNt5G2K8zq7Hz/heESJrSaFB/d0ud2mFqdxNb0UXwHXNjaszHpZ0rKq7oL8PUH88sKKK0QAGMA2V9P7d/eM9c+v1htLK5M32lrabbM2k0HB7bijLEsdjznxbcjE2erdA+EJIj2YJSY3JESXlRTV4zc1qWoNgw0m1CjKCJcXEVV0m7d51XKez8U5qCkjBgvCoxVG9NsAUgX8DowUJCVWBJLX9RHx7BUoaLQMjXutAztn1vo2N+P5+QVLm+EJ3F0vli4Uy2uvZ0b/u5+t2RarnjCbTInE7ELFEQjgIk2XlQYQCiCeXru+I5KFkHi2qv9htrzfbfjKXn9L2HULidSm2MF24MqdVVCkxR6S/vNtzGnjReP/XlkacJtTmxuMxluBeqDCdQ5Y6g79G7+42qSWGUUHEcxCqE2FtpK8zWjIIt7n/vZQ30O7gHx9LZ6NdOkLWwlLi2eHAP/qz1tDbt92dwhS2JqR1kCs7lanijWMAAgMMraAPNRZ2Lwl+Bz5f8mzAj/y2LYQ0r0yrRprBaBAkRDI1ekffuV1hwODdWpTYzUdQPzdLj1nCQ6Fx4OB5csbNaEON6U2O1bmpbVousuIrkwgbSEIBxA40/BZCI5Emkwj5QCNIikZkQZPAct4MSOg/h3jwfLT6/kdGPzPhw7RVdnbbOFjyxV5DYJa4jcZgKtYfQ464rdFulb+e97yzwfLp6P2AyTabKbzM7LfT12m2Y8ZukqAKzyYwmHhkkIesmwbHpJa13fNh0bmLyj/RPn8svE17aW1PApU5AU6UvaCa6v+ax223fDkhSZLc8pVl8+Dj+YKh3YCrzmrF0VoFKnlNM2tN86cAb7sVa1jbFohxjvhT/RgoAZ3/c8jr72tNGa18T6ZOX3KWd/0mYCVmJCpIkkJQVBwldZ5lr1r0HjB0t/z+YFsw+H6yZ+HixagutStnfsQUK4AWg5wtLS32v/PzvBCSf195TpgYcKDNRk0pPkJXoPWY5ae1kiDcAN4tQkvL+T6dgaLy1ub1NWm2d1+pH1zPTvSsdcPl5dWCKq+QOeodmcgrYG9uPIg7n1rdaMGNligzutNAwaBkEMjFWMbXxBt20987EY6Kzi3mglGW6mdLbHGptYFDHpAOIR6ZKCvKMRQs1hiqxtWvSGgclVTa2Ko3tbjG0joJvqHb8lrs7QX9Y+GJDikZLOFjZpvqEVK0i7FMhRpGR/rr5Y2UARGVXGXw7VpC+k+AKU8akAnc6rRH1xh+OBoK2hGF+KCX+G7RjyIgxRzsfRcvWHTHtpvC+DI5FLquRAOrVJ7zLKX53KAEsBbuHImJ+MXJjZ5CYhY7TudfY/tbUUHrGtpeaZagGB1wMZpDK/27nj+x31/+Kk0U+adWCnP2/PzxWgiVaZLOVoGNKTTZB8eC96Yj2KoJpZ5MmTRKYTY4ugbSZ1LOztD+FCwt3NjXy8uQAdCvS0bd+4wgyRSYtt3e9/Js3vMANumFEGdTcMrsoZyUK8K5A0aLgvjAWg6C/g68LFOMb7MUiZ8mbX2e+RSjOm2wtM81ONUNRQ+IsBZSC0ExFyCryduuCNsx70nhAqqrTWHpcqs2UQOtLd4pGtvp1VYjVjIo0/1nLzVUDXTo4NmsgxxM4VaoMXP1LNwQWDwPk11m6vAPhUfbAFS8XCRPxgyXlvUrkfxle3bJUzuM8bObGRQEWr1wRsTieFONJoozGYsYdizG7ad5eMfs5rjVfVISKoCsE1APntXz/nrjZVigdMgWoMhK0rYXZG9od57jhPZYPKihhzQ2nuRsxe0IsfFajwMhA/uCSfS8tVU6cl+53IGxRQcsJE4BMJ6UwHRighud1kTjXoyl2aJxq67O7Y+uEj1xiVFkiGckHEHYURQNM0wVB4QSBlQlOM99yD5G5fu3Kx7Ivj5W1uIVdt3yPXuxXp9gh0aMFV3uefPLrlqVsQrU3Q9mYENed7WgSY1HvQ6ajFU3OLaWV5xELaxQXPLLlOzUv2Q6fyt+e/LdGW3NfP4tpNvJcfr5r5Y4S1Zq6qFSqftzf/8hRtwxu2Wr+w/gKs3L56cT2lk12U2bV/tT6xw8N3MzSLS4qPTBMoQSt69Z6Dj4slaCt5l6rPP/TzR1Un89p23Fwu6lFKc4cmtaZWvQSELwa4c04yboCfp1PSTZ8nnd7jfna5ceJiH98hQhShTAMDrGSf8xqz2ecRQuAbsvrf79oJp+zaP4Av1kYUrmxv1zc0tGhQxoZ4FsmXAFkLqhMMpFUINwLodXrXvKSCfe7NJ2rfe1f7wy5oKfPavluxXOpq9IiAAb1t679E+ln0nf3iGCldzKSBY/KCmBQzSEeKwST3zl2bIibQp3fFEpt1G6Z/qZN4rkBx471FCLCAzl5a7u21ss3BrLnrwqePFFwM7dpO/TUH/OGqBlxuvJhv/ALauY/RNpTqlOnY3OnOOuhUztw0GosVGa4s8/Ei39Ba2kVluFTJWg+CArN20f6eHLXC5tJSoILSZxiImzXOso6nBiWaNpus57Y7xnSTcsevTP//I0DX3Lz/xwZYpg2qejtYuoHVjayNKcNi/ffH/tB4art5IkG1gI6rRCORzWZDWTrTZPIsEBKk4Ptr+wXq15e6OhYsJa8B14IAD627Z2siVT62PPdQOOFtyZ9ZfeXt5fw/7L4+OdzRFoey5lS9OE9U6z6zz4jMuweq4+2KBq+mzD3cQuKTk05sRm280NO5UhLdyAltsHN0rsemK//6Hv/K9/huv/eXGeo0uNAuJtUYlnuXYYRhvDXeZTHAmXa8IQosLFkkJq1eq85Wd7Xr/q/eGZ9emfpsdA7lsKorifvBlep1ZbXRBmb3FbiNJCS68XO58eGTyjejxfnkRRawCdodSlhsapgGfHAAigNZAzQTFVVNSWYGzNN9m0EtpcdCGR6vS8Xss3DJDVQH/Hr5Rh/12Ixbhy3fqievXrRzy5Hf+zXzi+K8+fM11fWuGEuNnFzv8PghFuS365T/Q+z/l9w8hCsexVd2HNJ/E5v/LOdZMcSjmgiUb2n1HnXkvc82kkkFLq5Gr5FpOdLZ6jhUd0O9/dWWq2Ax6TU6j8vb7m/+5c+BrMxsR1azb4EMmcq2hP+Fve26H6+dXiqrH9Mr12c9uGxqCBKyl46H+7TcRiG6HddwqBxHRY/jrj6IHfNTjP37gxnu3y8vVFObbt90xol/7wYWMOOo41GUwZTuRuc1ipfns4+43PqhVm/WOcDBXqT/48GCYF4cGW6fX4jW+euok5bd56xhIqFg1VxrtNV+6qgkA1dUfyVbKQEmCAMPjf/pb8P3//a8WPzS9sUCnGjhI55mq3iqZ6oZsQYQNPGNTB3WblG6U1FzE6uiJ9N+crYhOqf8fH9Sm0NSlFb4SI83B1hYUcoZsm1ZmTi0XkZkiI1m4I8/suJOJAVTDDkKvX7pTgQR7J9tAKhrrdAzu/tTje+N6/vLX/ujr6lJwhMIZ6OLC0FufQv+SzO71mpqrbni70NrrkOUYkpeGzO733q8e63Ao/ue250++8ubKA7Z9CTH0e/atWeDyLXjc9xiGZ2u15VxDIQD3qwZPz+fiV+4Zvjyfd0p4alPBp0qoJGcLlmePG96aoO/v8v8p0fjU88MtaLM+WYwrxQajz0frve1CKgukixCmI6JVAlGgiXoO/+MDC1M983wb56rB2Lzp5ZfzBWnfp74709ajHf7x/V1ntjGYCj26/p3PHjxRTYAvZjeWCV5lzxfXZLhKqw7T6M7Bnf37Hoym5itr6wm5IOXASAA/++H0/u4uhHCM3IfcfLUY9jVrm6jJaL6aWh9rb3kAR7OL5laFvqU1YzjYlGmXRgBmWrUTtid3OLp8S4k6q0JeIza/WQ6xGrZJIU56WO7cJjqh2voGW4jpQZUmsnq8bAEQSODcLplFwh8ZP/jwNr880NcevP3W9XhsUpVr0cUleXWyoesN1O5TsIxmid74hZCq4YZ+jU3ihYJkMBraAxqkFmdm1uIrpXT+bJSdqSWy5ebQwV7YFhLFJsOigF5wO1pKUhrZZDwc2jDDrbD1/jaLoeTsqSYN5kLmVvashJYB6BxcHoZCR1CHabftVL2cqoF3D/b225TFJknX6tUGK9oAwgbee+T+3Y/cgyvE1to1enNqcjqjpOOFrYoLJxwmkiWBjUbmTlJ2yBLpNswpgM3A7bnvbnPDlynmk+kVWG/2PbC7KE1bdH/lTCOWWjeF0dbvhGGTPfVHoK/X5kIRj4uXlhdlXzMwLbJFE1ZFF8HKY/cDjTUgIdhpErQY5CxgRzJ1m03i19Sxbr1c0k70YGez0F4nv0oa+22OhQ+rSzBf7ATLKa3bbfE9+DhR79gScvVqzGy1k80GRdFrN9clnbv/mFOwk50eQ0Bs7L1abM7xv5E7Xxx3CWx9N2o7/0QHfvV8pkdhfEiNhvTZakIWU7Lz7vv3zzfDbPraVJprVHKU4K2BNXNGbUV10kwoCCxWa56g226yxopZq8n7NArQGfilmkklm2aPsmnGM0qNhkGZc6gwKVvN44+Oe//uid1KdSdfFa5tbt6Eb86mVGfZIfNZEMrPTvFu9/aQ/dRytieA6CRQE+RmDIGRSp9nZH/ADEPcakJZXMzEtBxuRjlBAE1mP2G3afJ8Pa9KOgAAMAkMulv/9u8esMgoUs1mU2uxkBdsmm3Lm7wbI0orAENg7QN+Kpn3UOlH7+teWA5vrBttEaPxb/caXlxKXU1wr5VspNVjghYbTWt0sZCy4lClYfMV+kLhp9tP4K0Xzs9+/ze/Of74fmJgX2opPWyJlnW8kafqWonly9096a1XF2Zwumkw7f/jR/mXr565SIM4Cq4mY/GKdthGzMJJpGBps6bv0Mbda5VNd/ZOYte9A0HJ8IPfaKh59BF+uMPG2u5/e22nsnHCf6/bjby4KklsKOKdjMq/QGsP36lme2bUJpa4pZdMKGiQzi/X/6/f2tmIrXOyUgIXKpzDXclsUpySruiMgCKMpNZLQI4BMUQLBY0xN7I2zw8eH72+YMnF5snAOlpppxrWTmvY0TN8xf8FYAk1//V9ixv4jF0yPXzr1oOfX2fA5c5ysS/pFA2G5+zhJQ1+WUbEaiAg1xuMxaVoQ27tDNXs4NP5xM6hAY+TrWLoxKUK1gf6QOsGVt/eYbRijqGxjtBGiogU1rIUxGe6lAig1QoEjmB81wNDgL3v9IdG1S5n6zGpVoc8XoaH9hzbhuHaji3CuNwb5xjNjrQbqLxG4ga7nEoCBhelY76HtvH51qm3ifAhLqTXDj66Lfm9a1dfuTLQb5JG9psWC1q9bEMdp/76FZOAonZ/Y3JLbeSKRMNULYvRrK0z6OvpMFsdWWjzTj29zVkyhuxKTLXitHkc8HnROt1TitIkrJYhL4Tm8+uljoHOYqxy137IW8GuXUJhS7i/1phQM6MqEdPYP6qwackQ6DB9ZA/C+W3Ly9JWaU6GaxzhSm1WB7rcVaoejybMmiXQ2ldLMTvG7TFd7zY55WazVuAkvhSNF7oQo9dlPFWhO3qcVEwSVsqhg+7A9h73FWFmeal0as1I8EhHYegx2DDTn2YUReq2zNTbaiVtf+/WL5elhxyx1eb+R/oruVKglzt5URhu93u7Cpdv6NuGaC6P2fpb1PcSba22eqzpeshtWOdHexXeEB4K1USDhUyb9BbY1gO4RUuzxjF24EKcOYyk7/v7vcht4+0tdOlqFVvldUR1BD2eDD1zh20/ZGmUlF1c3VzmvLD+GX/8HMIYqOJ//z8jLk/qcRDPQEtmDfHC7rqYzto/+fnWrXLu1LkKBFECAdV4M1CuHyeZlwQgqOJzvPi8x3XOiA1jJj2vu2w93RAzX6uGzf6nzaYlqnA5WyqDcp1AEdyKOk3ywUN66+Pz+4f+A0N2A4lFrVJL5UhTaWwHMhsVryzmH9zfrR4+WtrKUDVHh1qjssYGlONx0OSAddB0aeZme21ni5G8D5OPufwXRW6iWVMAiKeEsaB9orIJyzoIQH7AOmpu3T3ssS3mzYMhRMyvY9t8596I63zMcq9z9bpOyqZ2J7MWR2tLwEAr+fMbVZELuQfHrxTS+L9P8n4U6ABSF6YVO6rjOQonptNUCwaMDHtcR/u7dkXszkObUvLqNjJ26tdX0v7dzjHK6Ns7QDCzlot4ENCKoJRLbLKytFpq1Nv2RvasazHXoIldRCKwI2GIpurg3JxJAxqTsfwx8zDdKBaaIJu1WTyk4itKSubGyo4nXLFzjRrpT856bv6jXsxYnPOZez6Oy3OKMFd4/JBx+5ms5y/OKQ/kZcTtX/YT31790wfQV7qR/3jZUkgkZlT9e/9EFtrM6IUrVS5Ec414SnEUJVoCyyYAbOgFHJRFYT6vmh1hLo8ki1XdIfPFOp1CIMmo7O/q2ulfnS0Cm2mjX/7LGWBfGPpoW+nX9rWgIQE3c1yVKK1w2gZ38CA2gFvqKqTHGsPhxqUa2m80LPo6gtoSUnObh/yx9NLy6eu//M7Ob/9mre+jj+5pzl5LEKCJ5BfyayW+F6ACVuxBvvVVvUlACOl3tfeTk05f/K+T/R+56/KFGLu+RvU7maW8w2dqZnmv34h7dKZi4uyje/bSBmPhVJ6LnUrRDNUS8oZUNHUl6d9l9w05mXp2ZoXsNpme/dLnjux1vfLdiVwqryvc/gNPf6vP7ek2AYoM/i5lNtQoVKFXSxVCAIxCkGu6oR58+6jLZ+tTpFNXPLlYYvvHdvkky621OF9rOCx1t7sGW0ioztppOtzfO30+cWjA8bM3qEdt+okHXfkr6TcbvEtHSqChH6Ietbsv+ZkrSxRX9AhwxoDK5m6lqrk2Lq3wsIYq3iwvmKIr3X3eWhEMttkn3itYjWYMUJVcxgSAE5u5Rx34bYGfbpqOhv3z5WoohOAGAkiq8+/dFtSGVgcPPz14bBy5UU2VeyRqYSu1JqRvbusoRKt6so9tqZNwFTONu7pH9P5pxZo+IS/epr66L0wgccCd3hdsZmFRT8RrdvCeTnmW9x4Lu04bAt22pVPnySMPBE6eZrvc2p/Px1v6bdqHnACTCsb7JJ2eXp/Rzm0t2IIBnDg0VHf7R5KzpWi9Kvo1vqKkijZNyiwwKqr/wYkMbn3px9ont0EPepgUcApQP20h3zEO87WJCe1MDWnZPwpywGaT+/zO+upi7eVVi1lHt3mp80W9nSDvDVhtWVNnv/3SMuUJGrbyXK9HZ7Z4hqW2bIi1WnCYyHssnhrZkQpCtbBjpRThlD2wPhp5GxIE7U4NjVbGKwSI2D6QcsJmZ6RzEO8CPC//7LK/VbsuV/SelntaTbWZ7HQBafAMaCU0EFhXkdkVjgShE8hyTVfu1/D3McNDyvCxUrrfGyELqTVVJo3SNj1vrGS3lBH5zgby/rV4N1XUnd5mTVxfSh080rOZNqVSVbeQPvbHQ796ac1WoSxYM/XmrbbHLet36pV5r+bLO534+qSmGOSBh3Z1/E1ILlFjD40zvq5EgV7LXS6zjdytTVADSPKOQlv81v5kqCWAg7051pHuiXk9ej2/Sm+SqDmAtS/NNBYbRdHZ1KS20R199FZm6sbyNAW2WqDDUxtrok7PMbWrua7PPwTFIMwJBFRBV0CCkkVLs8poXba2wNVGxOmxxfPWRYiG1HmKPvwtMB3sVUR5FJoz8Y3D3wZ7P6o/vy8kTZTZ46Pe30a/dV9j+LpyJemsM1kzrGkqsN4C5/NaSgIqEjDs8naHsavzOV8nXqOTgiEPcQY2wwEVS/uYiusJ2+TsAF5f8qilC6cBANj2T0/d3FwdSl9aB3kfonucUNNIFvv4a1FZKMmdaGOkO/fBH84Fd46B7WBkrHdzju0c5JrROVhldu+JfOMnd0wsHVi+WfWiHhVtV+oSVuh2b+dnZRDC3geAfhycAxELCtPhrsRm09LHX5o6yYEy6jEmVzexQLhGS1kpM+wK+Trwc04wFG6VvRDNUf7S5LGh0JmkEk0x5IDP3x3sHIJVh9kV8UiiV9X1xYtl5ma6nYCe2YvG4sheqRHevReIQ9qfbrIBQtHSy2cTDboBKgDoNBJhSenxdtSbcLAzGIm2ahRltospkc8U735gRzTfZM9P1mWSitLtnsrWTJq3Kv0eLWjJH/VwvGJZu+KcrDq7XapQovpAukCylse9fQ8/Js4UsVS2Em9Wy0u52Wq0gEgwjIKWmATTxZKGaCUFoJcToW6ru00n40oyybDxiiAUujH9SkUx+9FxE0oBTLbZpFQjDuQHB9rue2Igi6Trv+Pu/HF+5S2TCMc8e2xARXVwTdPMZmy9EPSCcvR2Tm3Z/kGu1G369evRSJhXSDjkrfz+xJ6Wcqcy18zvmEqdXHM5O/paXXEEhcfoM0nIylFXRAfYiE9edhQzeRSW4kUwKQj6Dq8xzXM5RfUimam0/Tv3ePuc0JWa8uYEkW9f45ygVHfCJkzhypNFSMWeOhCSnqWD/eZJALmt//0knftnGagGgfi27lGIsr9MeQW+24pvMHGlIUMJ8NeSgclKR1qpWF67lBM8KvpAKHIpVTzeZzm7mPh6i3F2otHhElcnCkMOc7LZSjFZgtCWwsFZ0l+cm6wnmoC1RVf4fV+wCh51+qYo3N+1sBR3PzhobjBazpm9QVs8Sm42v+yWtMEuz2Nt+vff0b3wWy8vBVtsxv2D3tXpcp1lNEPQBHUawXPNRI8J/2UT/CUqnRaZo1B6Xwv7bqn5lF/hEWOfzmsh4kpWQDzNYR1CXDvDC3Obg7sMK7ZRoGaenC0M/2fXn/4SdJ3zbN4W4QcH9c++K9xtO/aFPb//8YSnFTg4OHB+AiEd0Ce+dd/1lyZwm/2Jrz4cfXfl1ro6dTvutqg2o2CyC8cf0WcHugofJOnUTYvb16N3IxY5ktlqddtI2JuLCUkwpcpCtZSbXLoOYyhYwgI63hvuED6nqj9KFVBu/2dGwdP0zNlNkw8hQt4exG4j0OxsVDTYHFVcIiyFO3HWBhnqtiMYLwF8ftNMF+zedJV6Huj6d/O/SykHCOSplrej7Z0N709sCeSHeWq9U+u/nzl3DkzLR/StP6V00kEWy3ysAXgGHV+82/Hgzp0d3eGXT1d+98fbCMwSmFphEFKhs5NJc2dvOKzUotEyjQUp0dn9CoS64Qd2fPRpy5WRIBDRC+9Wsa2GamGEHL8hwaYKoBiQ8iIf6YdEgybF0vpATxCVJ64zd+3vW20U5aWV/b7+rJipKVKgZeefJpZbu7xfGMPSTdPF/MD+Ts9GoeiyVq0YGfI4TsdL48GWGxP0nvs702ucdGOBRxSQZ0BelQpz1YCj7S5rhg0mWse7kJCpWyUYRG4G5W4ot5Au1mlbezdq90m4ZT0FO9JF1xLV1sXybR7TsG1o8AuZMzPRN983g6KfbfITBVVXSDtbmIlO5jRNJ6pMkuOoUlbubrZ3tjpVHvbdfbe3c1vd+HKgNeAJoFrYmp1d01JZS5d5isaHDCWuTMYl81FvNwpX/vN8cpsdvmeQW2z6Dw+aZ2btVMnlV+nnfUBs512nz0PZuckVOq4XASzEWVptrR4tt54TrMYKHdU3eaOhPzOR83SbJq7OegDruFOzI4YAwCcgdUsC+00WSEQqFjGWkUZdtiyvm0xcTITKk3UunWWaGUaUn2nfCQQdKonHBmxtmO+zmO2nVkclUCy9y/p7ahNXC8qhUeO1OeyJQO0PqaRVrbbNbt7xeAd7vk0MtDvtfX0DmkA3Z2rgPhPyu011p7r5ZnqsT5xYbzI8MjUNSC5Ma/AHOvFopmTstaTzAigDhnw5HRPMZsvwuENaQuS6AwSslQ2GggwR0faFIwbQDXKgMRaO/bf2kxysnjCpE0vA/DQwfkzOe2zFUaXQ5FyavFwrSqAhIuieouR3y+/l5B5BD5PQqN0SLygPdpkwzbjHCmIRr5CtmBuFEB6aL2qaIlsAi9YkrBl3XRE1nNclQWaidisEQ4g2PWUnnAuZrJWu7BpwfLggGhRXqBVasJj4ElYYqGtJMfnqOuk1mQZZn62FaMLNG9EaT/My8NVHR/M3t1qHvMNrAUVL9AEyQQA+WCc9zVPZxk4QkoGQT8l3hu1/rqu7ce7SamUFwyF7rurs9y8vcqbBrkbvUXkDKc6sP/h8qM8P479N/ZerK5CD2EX42Z77DnTeQyZtvcORvV/4GKSC7u7hr7z2GWqJfuNXF9+6sXEF4iJ7NHM/UBsOxeDg5AtK4ntUfcG0MYtUol5bqp8omD1Ep2poG6DMLbqjG+/jNXVjPZnYyDVWKjAnlRlm7d1Vw1bz7WulXj3U5xr7yF++cvKfP6rUcEM/5jUr2ibF5YpUU2JKDgrA0meSKByyZ+Ryk78O8FQjYJTdmAe475vAjzUERDv8sM8pm0uRFbrb73211fSy7Gafr/4GEFcWU5l+IUp+0SjYGKHqhp+9Z+i17z33d1/7eHvrISi4/dl/3v7Wz45+4fDOwu2SXIzX4rldR8IuUEwlbhIBihGg2bIfXtQODgLbDjWQkGqdTLcu0jaNp8HE8gJz/YqeuKGsFGF7xPDgr48c+toY2Gk6uBdSK6nbS5wW3dzezmx3kmm+bedgizULPnJPEFagv2m3rc00f3K6tjwZ+9sBMn3mstVmAOVAwWiuyHy3zZ6u65222vu/n2wI1fuOD7Q7jShkgACDIxh0efHp96ZajncB3qDFJtU1q9Vl6AmSgBWYWssM7+soV4G6oukVIGyxB7uNbcf9rIlfWt2sxhJzr0crG/r9x3rAgrZeLDYTSTnFXb62xkjNvTqVTcXXS0sfNDIbSuoOVU43MhYrDyVXgv0BDrB1AIFymijzQHi/B5czhXyi36QypaIX001234hX1hKlrz+wjdCaf46Cg8OuhgQqur8L9h85sB+4+7F1ZIfx3v2AQe/vUdvu9/FLlXgsmRZzNVlSSQNuDXk6Lbc+nK242HQin56vlBLpO6dmta3lJFU3cEArBrYScCgEFGLMbieCmNRSvUlnaFQQg73kic/0PfidY55BNc3EpaW4LLGGtXrQaOz2Kcf6hLHPYh33i+3VtN4UlUpKscmxOFKZ1TUzYASnCssXic4KzvlmqJ3vZXYtzSHoakKnpy+vr0RK0UqBm1zQp4oaecSa4LH2ByxY0Ap5bZs4IFdLfq/qIy01QZYdmTZLzVhnb09H6RIzk9SbRnyCkf8+ABJkMnlvAmstUKe1FUCqAOoLEPCdYXj1i2CsSuezrOSVOg85AAy5msOusph1QA+7RVDQdwR1RIVEBSix8JMjLEp6EAA6HnFW7lBPWKq7nBaa3rSC9dMA/SJQYY56ECfYVSHFuiyIIIxgKqrzi+a5N9apfCrzv7eqWXL1A5eV6TPTasddhAGK+kbMku5oO9oa6mj1Q5HNvzCmJV6+s/yRsNLus467kJXJ2okBIrpY6BxDNa8BdYDgtg4NBMA+R85k2u9BF8v1nR7LK5MizxSLgiGB8tcbGYQ0oGXWIZWjJ+i1SydXEaVU/L7+5UNrP721VM/JU5/f6ts2vFlNzl0t+v2eRJJ8/4rwyX8yfP1r89dOzv9kplT1U3kR9e/r7QrjBt3ElxvJ22k0kSC4KNJiMdeNFgzeFV/ca+Xr6VrU1ONSdISjfBAomnYhGhmtrzpprkHIsl9SCOnGGy8ssvJuBzQWGGiJuyd/tdqqgvfsdMys1A0HSalUkXCxx2k0iVy6BBOcbvBY0YUmgbTKUea6yz8ptwrlzKbVWQefgEBqrSQX0PZ/BObu0UA99re5GSi0MGwAfiw5kaUuIjqlKQ05BoDPee0fHXRX4o7EjLatRyimy8xiiaw3HdX4E8PKjaSDI4XpS6ttvohh1F25XWBB2OUYCvbusdDLVjLnuERNX2VqTWLXo11XNyQBNw3fF3LuskZ2ei8XpXVedV6pLSyLn/205/WXpsHA9gwjNuO+yjnmhz848N7b2WDf9ub7b7cMuBS60ktQI0HtR1cppRGlhOZD3UKBBUgmQ3s8rSR7JS66nMyToyOrAv3K2fcREJEAHtRVqkxZedenf/HdJohvxYrtR/olBb+9oOFB5f0Fvt4BUE3EMGABSbF90FiDqikzOP9CcU84ErahhKfc+5RfTttrt1NYz9Dt9XxoesO/ox1R9K3lqVNMg9abBoL8bm8v0GbiYBOD7PjWnbvvDyR3DGIRW/8DFvyP1xv7vmj8/Y/WdmjBJI8NoddvCJV8QRHraCybpzmGcnlWCajV4HrxJf0fvtpu68epTLfxqwEesvcC3alNCzm2+/rvZkAT0vLZj/Zp5muvvldT4Dan/eD9feWGpXWYtpRiZ67d2t4z/OHKrUccAIE7B3wO3GkZrTTma+I6pA16CBoC59ebfb0QWG9G2hgkIZ9+p5wWqyANe+41jzyIsWBz7VXp1Uv5VJcla6rYCnqFAB80WD5ykPr1+/k7doj9Netp2YH5538eF/76AvcTf/xXM+TNqix4bvlnL6j5oulNpMQjF89qUyp4dNzNT1Ar23vNV4vk0aCaSN6ZM7To5g6SvLhagzGrx+NQe72xP2yZTzo/s6eV2rxloHKoqI7qTbyNrZtVnw7evAbf9I4blZkGIIMN4MJ5U8bzmXt+VnZMvcHtVN5u1DSH8+NB05bWIJysAkAcojsly9sc+80OssNHTGySzwwROlOmBUMLFV+njWW+7EK1lFr5uh0Z7hjM/uNzqy++v7Z0DSVJiwD4CFS1kFxsQ61F7TyxkI/bu5wH3PLCarqOhkBbIqSvFX2+surhPpg22nh+h/eeI6bMnfJm0fyH+aKz0/1Yh2dtirX3WKAMizaaHru/s6pSMBgyWBi63t9HzsTEpKt5Kw69oANf0y1/4djOIpezEkhSJv/nH3b8zdcKqVn5ayeIv7yzMTXvLO/xGA2qcciaHgo0O73ZX8VO0dTUh++BreXsrXdPvoMo3e1RnY082teyf9xA+3ADn8w185m0pMJWD0ddmOe20kKuRJmtFsaiGq58wN4K2ga2k8hKzqqD7ZgetjTZQYyk1TAjreV1nd0g9hm7czhIENReiwIE1NlSDMLZk6WmhOtkFmLXoxVAIiGZo4s5jHVJ7qVOo+nGhvGZgb05PjOXr0Pm5BA/7d4fF0sE+BJ/B4aGXqqtHv36d/QFy9qQoHYD1YLycw18a6FC6NhmGaKqrMGE62e22L09yo1m/fgR22ZmAYpXsP5eBYLDg61T72c0ruTQzP7WDkaihMsxvcM/bO+RamaSj4sLqlIuLlfY8ICXcyM3J+f6/uGIy2d7ZzltlcEr1ynwnXnvEQ9DYZlp2Di39ISRjG/Nfuxrbe+cLWeiQu/2HuGScLutbyXGfKGv+Ivr7d9+ovaXD7NPhYcZEDpDVcbr/lKmdrSdvAnrZlz0OGsUAxSnpggz+CVfy3qz3uBR0e1S/T29nfjkH6+Hd0bCOwYn35jqf3RXLDPXeXSsriVkr1GxmkkRJNzY6kZd83e4ThdI1OSw1vVeex2i0zObaE4ziQptjoRaldtJ7snkVmlLQgHFiPIK4Nh+bMdi173zFzYCYKLXde3uQzgsAZvn48OHus6cyT5xf0f54tRO3i5yiNgqpjEyV9b77YpR5Qy85nA4f/XGihMGUFlu2IULW8mR3T3bHu1rsp7zOftmfn6zvFWnQejxe525WOzFS5lGGd9tCrpwTMRnzk+vzNHju3oSQM3nM+bKMUGSHajRa/cNf3q7ANszv72E07PdFjBpgipFsc2k1NchSNWu/3V9eHf32DFf+5o6PRFZfFWhLhZVmE/XwX6XDkT0xjxcfUlTMWsqD36r3zDY4HL3aP94Ra8nEWfN+teEdQVhLtdhd2EyP7X06UfNuXz1Fo3ay6x31LhhJMi2SPzQQ2DiwuHW3nkuX/8lbFHkytrtMA7eKQAF1hze2xtlayPXpnbmwIE9bafms8XKqgHBIV742n77d1e5Zx7Drl/SGaOa69HvL2kOEBDfAaTvdZ4+8uh54//aa8LKutb/JNzVaiFi5IvnaUiBHx/Xf3wJI1qc/zPUE7+ct9DGQ9tNcoFRS5TSSEgYqCqijBlZG/iIr/nVNTw9v1G6/5Vdx7qOD4Ry8fUVtA2XsUhPZHNyyoRg0mIawmEsnZ3cOJXfoEfuHfvwlSJ/74ERtrl8LranJ7TASOxyYVbZIvRq57CXJkdbqEphWew+vD8H5L029dFI/8xmdlgHIIveCosaY0ckilOUYYx4XRe/YO/ISpUO0tHu3kaoMaRRrP7iv65YG6XkDPfhpttWxg26mEeQ0Wf3/uK1jc5ObOKv73p0bOKF02RrkBXNQkDLU9DAf3yTJE0dbUaBR5psbX6VI+ajrNUcakGWf/3e6kYUlKEhX5eD1u4BTaEAU/YqmTx1MkPfYyY10ZRiIbuyNY84IwiwQGQUUftl21PPP9FaY/mXP5x7f6tJWdZNo2Y7hRhYOE7DvFa9PLO4b+dgNBqdOcWOf9naKCXAOsCvy/gz2Gs/Okt/pb20HLNL2anrPtKyH35lDhp9VAXuao1DB9PqIBEymdZ0YKICCPtJ+Rqh6cWGUwvEkYYgy6zVOBtpeWpMX5mI8tm8x4GvXrgJ9zoCsnZXGDunCdUqld5qWu2u9sdHdJxjNvOFat6CKrUYZPebbCOWCmaPPGZ2G3FOlC6fWne0GZpnqn6P0fPMfeKLcwmzZCdNp2KDwwZiG7BhEc/7KWv/od7i/2abjO1zD5+4pRfeWQTsofLtYpFF0YeD8Yky/jSGnI1V7lRrnQbHCl17bsADaXAGMZTYQpPmzjMCDOCa4shnq3Rhcitp7XxsO2ek1rdKjAmgbl6WfSatkjQO2hF8v58QxC1B3ZTAFpbduE7VVCQ8zm6Y6ylkfwQ+IODZYqpQN9sRuAIQU1JtjJEjJuhytReHb4TbRmsQ/C+/+A3H54Ih+7O98McPPLpychMuGXfe3ggasD0R6PQNKkAwm1QxljYUEpLFimqC1kJ4M4lURqWGLL4QqcxVC7cE7mDLsfBgT1l3YK14R7cI5RoYT2/9LCl/cFEIQ2N391BFY6KwyRUpDGl0OlvadtuZ+GY0Rw3Z2GVGMoFQq83Pu13XE/wODzA0ancFjHFSqOV4i1WzAKDOqjQAHOvT+7wUXlPqQjkGgmU1h+H4gU7QCUAhCBxxYp+r2zcypV4fHbJ66agcTAADb4NHtqnXnjMsaCFxwqDdBz05MrbLcCNLS0MPNuLvAWUnYfn1R9dPkeDrM5/5yh79u7ffbyix11ZZlGZSiYhUaGmoOS/c4UOROrjQhgQNme5WTWx2vH2l4QLoDgTbEpgUCNw6kr7+G8e0z/Gp+8nUN6MDiXjPuuqpAuM1gHwEHddv/2Vx+lUzcO/fuT7xEGFZNDOT/PajHcvL2ZpAETheqquf/Wgr2KgEQJQV4kCmwWg4ZrWJuaLkIjAIsLus6YbF0cCnoQzW3TK/nl2BpTZHj8M2srMbXoutViHCAJoLWg0Q0Y3MxuZPG3v2uVcnqLEjnWCTrZ0q7niqf32lam2s1kOgRQ3CmeZWorkNlY1Y06+1qoQsccQhyYzmzSETAXth83pitCF32jL1iliTDOM9Di+T71Ry1zDiX+7Ff/q22N6CIWwqnS4VWmE4yhXaj3WeXBlxtTjeqGfc1WIzP3/lV8BMfH3/8GhDmHM+8Qk6mdj58N7HDe2hno7paELdKs2VmZVixpKkvXZd2ONr/HCGNAZM7pzd3J9cWCgH21Bbr1CudMm2j3aip+qJyyzzABnpAx0SHMYhaUVoxkDXU3rgExaqWt4wDIY//XTYMs3fmFrl6UYtHOSboljLLdbl/UFFFtESHXnoGXV2g9NH0C+Q4B9fZGbZWM2i7jbw/pnqqxPVwe1l5PXoIqKhwQjw2Wot4Q8Z4Ea59loZKwFwGfjgHlU3yIYTRukaYu3imf8FhE/Z7jr+QN9bP14qJqPlkurqcDw7HquavGsKeQfqIuD5HlWpgmgDg+M38ygvUI2GC8TSnKttm88adgIfN+LrXKOuLJfRxTsitqvH/OdE6MgeB1OpnIzleCJIU8lcflNPv8Hti+im+rfihm55tHfmK19HDu0fBUxnkBXxHz/jvPiLqMXa81J14bkgtqXyn3dW1lRwO4bfyihXVda6BFebtad8lQoExxpowWi0oZmMTlureGTAwjXlzVfn6+MtA/foDEusbmKGu3qLP7oeGunv3ed31WbOQZ21pixmVsyLy8xIdz1kpuBxMCten0WP1hHM/EEVMvgUUzxOezGkFugd5mZTJOA1Hp706UtXN1knAxVL9KFHfn9z8XHHaLXilxWlFCvctXapJAQpTes2LI06lfsI5bOOPbX56lk1TpiasgwEUT1hK0/XwFa77bkHRmdK7HbC6Ovz3sjkF26SNcOQSJngHfpA9yPrH8yvr5czayuHnhpaK3PFM6vUzXLP/oBnT9CbZy7dUCROuS8UMXcSlA4PedU1R3EKtY8eHu41RUvXhQbTmBd1xgzAmq5tFmQG5w02L2EgDblhTHngWeSQySSzkFjHSoC4q9tUna0++Vxby5niekawgtBbMTDR0VgWJ5BtoPEWbnIP1lyBhViluU8/QQwMHgUTrwA9yWBPqpI6o1POC6++vmQx4ZtZw24zXS7W7ZwGclDUh05XBQkCiWc7iNqNCE64qeVWwgDnrD/g/V4wZjPR8b81iliDR+RfzO7eFhp4759eeXoHcP+DpGMAFJGFr0DS30VL4BNdE4dadxGiv7qAzOkbNovJyg5g2ND2wLlZ4tS7lRNFjEOr3JyUNxIBsxTPVKIkANYEiy6l6mLD6BoCvGf0Mrf2GgCpO4b3bL+rHzGSXGy9xGv9OhR1cVheN6N6Ph0P+PPRWZOPcq8Xp6W4ue8LX4TOXAFDyN5OKJTgZlFHG4sRoiWRoQxmE3jEE+qgjFHNZD26UqQGd7cXT1/zGMRtANhmkTMZwGAW3DJFAmqrj96kgOKpNCUVghKKDFv4PCyjHeFaks19fGfxDwnhTtLrtkWXFjDYmG5WDjz3cFPURj++v9NiPvbMv67HFoptDjCXSTDNRiFVSVI2ng7hOtzS3rhRXE5tVfgik2EcodynnL05DJTx2see7kreqPzqBvf00NCLCw1IAZ0WU5OBNQiE4fI6nOk1OFineYnuLL+OcbBktaLugfbM+opsquv1fAHlW3HQ6rDTXPPgLnsMbaQu0ds9gRfj0bhZvvuaFrCi2Vv2wW8c/PFd/lPIq/8lFSYvAZ/55IIU1ZWqsFZ/m0TLRdsnMz8cM7w/vXL7jafa9Skgz5Sbr2mKyxo82tsXe6scGjDCpOI31LfS8n9PV/ftisndkecB5IUktA4iNClXqyXVYm5SDlcobPA4Wn120yhP0zz1m2zMGBCrzaTMBUxW5xYbd4FAnOb96Epa6FKIcg6rmHhRpC5pq0OAX0GhYxlB/F99uKvzcEf26scXM+3bh3w7u9oHOlsqT+Z6bXKlswG7O/C3poof7cL/34b2Ncyw2uCSAPJClvZChk1AO6DhKtGWoMoFmEov6kOtluAQXBaEK39Y6HxqvApIWyfnDuw5qvqxsK3T4R0y4CtY9FZhtcSlSV1UUeIDg/8MqIXLyI4PVg1jxuFsJD1VjDVI0yjefnKrHgJsmzo4bm9dmLrGArUBszH99NepUxe9jcLoB0tKxWLEPDmayamS8dxWxqG/XqwKDtRMmXYBiBo21nwGT706ybRm8mkw2UT8tplKfv3tq4996fFmxLGVpRHUENxWpO8sJ/KZ6uxSealyz/N9595acQ33Xn551ktgrg4PSRLR1eTKtQbHijhh3BlGh4Z4jRGwgG0hmYWb2va7x9Y9vXeWZb1NkiqJzgxV4vR1VXt1q/q4p2XURRiN6MNKs7AiaR/IsyGQCICeerEAyBUMAnBgcz27lmIf0iEKwN/TDdO8jNDaMNP8zOv0Dvv823t3fZjyl+dL2P9HFqZc2xIJ9tPvl0slDWCqaWzQh5NtNpcTVlZkUytkUpFzxaZG6jYEr477VRQMbpZvzMvCNB7hewyM40mgvgzof7VomNVtyCTkSRc9/5HLaxmrDg62IZZcWFgIyLFYwLL2tR1g7Dl7jSPiy1JBQ+rFqq9X/MQ3dHtVFovVBuqoL+ievej6yZrXABoNaramxzGN4U0qLEtWoCKoFWvD2oz/G4QujuyrhYMgJlYKOaWoW3nzvjY+t1V1ZkGzrpdEGYH0Rp0vFJuLKwWWBw70E072rv59T9VrKzenpvG4ADWKKxAHO6DRboxFjIxZS+kJW1ff589PfsI4sC1aHLKB4L+6jNGKDgF2GwDUYRxQj0fM/buk69eBywpiNhorfA0J+MAaZDOO9bnE5qnH3gBbHfT65APbP/IeGzx45Lg0Mzv0mSfBSzc//ckv31mYdhs9CwxJba7UQFDmauuZQhgruAXTgdH+6wU/ezn6yB7yOtNZKoMWEX4XkO/q9QRDyu9eWx63+8f2216/saCAaMrb5uNqhMNqlhSmpNwFBVpdsrkDPPjEoFzkc9eqNxZcnVyl6fSsLcVVP1Kr6DAOthgtjYLAthlvvZHs8WHp06tVsxEQQO5WFbivveOzH/VYuNvCyy5FAWHsGUaOLl34LVEv1C8L+DkXYMaRpP62jdlKCg8eKTwa1KKTjWVQjepDoOa2xRJVb2wrr9VKqYShRxbGe2yxdDWW44eDRIvdRODVtzKKiSA4Cdt3tMcURBPNKuDQKzPVZQEdIsCKYJYFfjDSsv/o+K3Xrh3+Qmfx1XzzTu1RJ7+cgOKVWl0WAA1uM7MzaLxuM2+k2GcrSAdeNX9SWJnjDg7O/Olfsjvb+/JG7fGfRdAXkgOiEsSljqDLiFd7DfgxAhPrm12w57KiSTrvdhGnK1WrAKEeMwZI9s7Q6oauCrK1TbHt8G9eyYXbrJ6xrnDIYdxPkFt+dVl+Lr9+8vzCIu2D7t22X058jj4vNbMvzoMXI0fOtD9FrnpBXNqsIL0+KibXh7UI6UZt1OYmb3+048lMcfKDxNuGzI+NqOsIYJXsSSWFFBjqJSC1G4JPiCKYM5A6KUOGq4D57+TqjiHkxvG7F+YWfDfp6t7j9flZsy5aD43iWSsEBCtVBTLUk7zG1TjJai0mszhibvtIb30t2+I2rC/FrZEWk5ylo9mcrPv8XS0eIlksWz3awBAeMKNtIft0fBM0ax3hjpk7efBAK6XolApDkqka4lJlma5pXgvkB/NQBecQE87KWVlfXdL3FylrFZwn9LE+YPGsVu0E6IOsOwFcj2lLOJ6QOhoIr3JwsLBazEp5g1BfvwLUy7643Clw70xPqza+1eqxOGUjaN9nFhoOzzxoDAH5NyjpcdJ5GUcNrGoQ2eWyrgA1F1cNEPLoXVBrjH55RtRBzoA0xVa39JWAvFryngOxG81idUHOzkS2hW7r+Z5U1ZUsx+YYGVK+ZCdDS9lTQOM7U1Z6XnaRpr2dQHOhYS8DG3jBPYz6ESX6RtTjhVcsDmq5BGuQnTQ77UFWjOYgUOY0jwb/ROJYQLRNXjOsWFjU0ToYGfVG/Dy9mK3KDblFk3IYBENEi86tMqoBBiFcHx8nwSW+5p7OT4Q662rp6f2JjXpLHDXmb60s0GdvJ462wpHeiimTR+3VasXZWr3XnDulHRWBj5oUDtzgsEqfufUswJUHgWjx3YubhZRkCBA9cD5ZBxAstI2LG976Rd2F42097W1t7q2IZTkI7DL29g+0c/7ej40fWQv2Jpvy7LxAWzYyUrpdwzKEKm+WrRyqicHd/QPCtODSU3O335mYaFbUxmFH9w6fXu+8N1dSi1vTX/9Ue2Ha8P1L+ZAH+lTryPxK/pGWFlO9JrBbKMaDvF1XW4ubuH+fG65o7tXN8WB3PI8o4oLggRySgsLgSKClEPDv/5vuG/8x0Qbb570kVBK6IobNJrP1kN37rRPd0dl6ST4QiqTpxFZTD9LylxipKq9sdkYz+flYgC4J72E1FlQD9Mffaaxe8NY9MYLfAjZkXWhKKV8L1D4WeOX/24zW6jebDJ8U/8ELO3qDVgu2jsqupnbUDrxfEXs7DTGsxsxGGxapjx1mkpBGhIhHgdr52v2f2YUXWv782q0T29on/l/Kwtc8+ubLmAFbmNths9/i1J/1tTx1T+0bdxovzMuQQvgAJKQVst8FHMNAS1vuynm9+Ojh115Y+yhdusmSffcG069dfaK7o7ZRu6vbWJNAhtWPYtV50VIXxWItjui2/x7v+NRsiQZZrV7w7O4XEbABIDQtu4f8OO5t699zf2fPyyZoPFLxBbgffufSJdB09KnxK2++uJBf/IEo/QoAQgjcMdAoZ/7K4jYhpj3us92Kpfq82P6IDqjSEYP2XtMTotL/PIIMNI0ATPfrNhCpXJn53rbuR1+OXt5AzwSkIGkMNuSW+/Se71avHD/sL43c++X2B5w//+VdDz0nHpxeubGCbxtrFpPNDHnXlw553Q6JKxfShmyzXBIE1YL52mHC0ZVM5LEMSmxVRgbUZImxRFVPN7mwzLJMrFEFuv1KXwvQAyAWXT4XzxoJqW94KJF35p0Wx+pqVUzhkhjlBZoVywCmQQCuQ9xqpqzwWJg8l9B8LuDecYBdJa4uC4wGdNqAh1PAjClCyRL1v4VbVYCArILu9UsqxZrkG7lzzbIXUBPRjUyx4UDAe3bniwqvuUxdfxNc/7+adS/6Pt2o9rLKRKECy00zcFKuVSR1vwam0xong8RvnutHbxrfUS4sAOkU8TBe7sFSP+YqyykV2urxhRoIgWTuMFLz9xDSwnzMl8fpX15quHJKyQA/5LC45gSuohtbQp8aB/+6bJw5PKIPeY7NvOFpMGYBeA8W203AwZ322HvVCYJ9rMcyu2H9KydBIr3XROzpUXVGnEyJ3zUiX2TlsqYNmpUHD4c3FrjkykXFhXxkl/mOSGYiVnSpdi8srHFwv6667bAiKRMzvBEAWqNnhMfHTrQ/9OK/3WF+MX1Fzu0+RPbe37X9Q2MptbpWY372NOKHbQ+guzuG7wMW/8c6pteAyr0kQJOP7PDKvxiwZP6QSy4hkQjZZ2JEh+QjgA4DgGRMnSeeGR5CKqs06qKKVEHz9/Tg7T3b+0cxnwvj0Uq9LlKlmVreP6yUUitqnVugZUmgdJoOVdADDx+wWFyra5fziwmfx//l7aafXNqKowLbMNnnro2NuLGBwf93ERsRpk7s7VAaztNrq4eNreFRi7CygYXtgZqQyQGigqFKX+5rYIoHCdElF9YaNc5W9ffBzDW2YDNr5kdMO59zL7ywuAzI5i/vRf71Kt5nnktLQ/+1Y9vBftfWMjCdlTD5bLSuVWiMszF5dzIMWeE/nc1OA40c0AAAAAAIY/vwl9rOTflEpZAn5OraUEvzxnvpxsFtuakyg8S379RdMQ+kITPJxmkF824Uhvw991sbJ8tMA1R6zYbNTFPYqJn8ZrdkThVJDBe7gs1lesxRXrqS6q386MXW4VB1tZGbvTgyZp1M08dazNa2YK3MTHzK7aFy14rOo11uAVWXJyuvCtzj2623UsyuOnnq99oxvOK783odOeyWNX6TVzXxN0zgecBKWwiX1Gjm9B0B+5bMmQrqbkybVtFXNfEPFBLVgXaXS+R4lGtUARQ02Axmj7PNM9Qx5PDCiL26G2gf00hdSwGI1+OYP/+7/9QHSyZKaZpHv12ybqLUlpIVN/MmO1wyt07AA6toAuV1C7OrkqwF7MCTjQwEEcuzI33AZVynZLGoYW337Bdn55qrBOviIgfshgbewOvo+7AQivTx/ra451ju/96fqecWloHjn3sSu2dg75ow7bWRAFjOVESEVKoAa0U1VRDSpUQhluX5cFkL1vO13pDB4U2zDDnVDO7qvrmwPt5DwLDWj6IpHlYVo2zA30oIHZ2mKqpfyBvis2v2MU8tNs/7DVKDqyaQtYx5+7gpREhT08CbasDWpKWZTFACnmonOwJk74OWp02ZP15S1h4lJoxdWqOOIObo3Hb9/klhxuzRRSrN4ajl+ns0rAGnesBZmnfjCEuj3EAQlavxIt7yWoZ0NYgprlYTxhzATUqzxwFeBMQtJYRrTFOPCaCt0wZyScPVhKVdD1XVftYjqfZ/b9QNEQ25a0xttTujqWfifMWi/EKS+XvcUNqaIR0Qmj6ppgeIptOLgGXzygIl4FMjedh61PkrVC6+K/0UGrYezasXivHT+B6vYnxE7uVQVRRvL8OIsfZ/9/o6o/UVk7IoSbgDWKP5acDxfSN3pS80v0a9+Pqd/SGHf8Dpwu0vTZZPuCCNMpqJyqIGIl6wlQFLiFZgAQkBJAVIvGp19DR++53vaz2M/0f7nmPSr7w1MfXzqX1Gi2YyjolItnjANusmrQPgogJg9wADv/mhDiyDJlBt39b7rqGa6u2WIb+hLQgrgClOKMkOWyVBIvc9/UVDH5k9e7ONmhcUNLB9xOL3exAzgUN2PrVaQKYXKMWuWmR+gUVaa2VEYCmTThTqeIl74sCI1eW/k6T2DQGEwZiWPf97enZHsJ9TCN1e12B1tsh4wfT9HmKt7m9US2YTAJtKw5HxTCLt+7ihRpmJxepDuxy/Pady65veKtLW5lM8o0w7CDvIgLwYL1r7dU0Q8qEebi0hSXf3kpy0/P/+hH6sQ8u03f0xp60f85+/ma1rte2B7LnNHYvAphe+kGh0bQlaDv/Md+lf/+4hJzwdyy2qoIiZHdtaykbxzEaMZY1SmROYmYIGqlqgb4937sPV5pmoRUhrnMjooP0BiwZF9PmVGqab+11QpQI0aN6JGY29LXQxp25BapgkRyLZFfHT3zj6xqoKvz0Tsrn6LNjm1OlnvurXp/HvPOA7v1Hcjxj+jDinrsatxyNvJUGAYx/Zafxyd88tQPvm65MNVl8l9QgqVgBt5+nsUeKKvWHei1nCEX/I3ULvNF28CPdWddRDqplqHiIeMci3m7zBGvyEkcNN2INtwpqE6MG2OIObnEavw9HeZbXYAh0Wo8kB1XRsJMsIhDmeNvaojuXFtFjPmaeAKA+8U77z5PE31aWPW8yo6gAEiz7BSI9987D8MjVNmy+m2a8MD4vOOqm3rNy+11VFG+pCAHhdRPBwwKZ4lAbf0wnYPkswoe2vbxSVCJO8CVcBf7iaybS5/wiLggYAOgDwi8WewfAcnlMQIVXSy3dSfSIPtYfzWwJgwEhjQ7DUDJq89uF1ea/HxIqCbEdl4kRb4cya0mtGH2xhr66qaC9mrWHDPvNanI+MYwDowSF56cJE/yctmdlbCAZkF7RyCRB19NmfDjRb0dVvrIXC5FMDkXeuUNV4/aBFxSpGo09UrAXioBp6wPBNpl9L411iQawXqj4Q/exh+csLHJLo6u1AU4WtmNTRj5xjcIMPZU9xrMf40o0tmEODDZnL8YxFTNAKFAEkWgURXVEASAXzvF4qgguaDmG6vYW3UNnQlsC59HwGzOWNQ6rhGR96tWZaXmYNXfZcqiV6M9YuiT96HPj9Hmn9bYFLG5B6qErVjO3NLYCPOowi5zyxVCS2RMVGfeVxdHqsbXL3Az+ZuFFNck90azupPNQLMP2gb9bi29MhVY0JOZWrgw0FM1vlpZjysBuYlqUfVADTejECq91urFGvCQadpOXP3R98/+yqgqiaHTnS1LOAmiYBB683QQDHAR2BigrmKMjk5/eurF9J/Wliq8ZE3CTe4/+MR24WFBOFCRvKYmVgS7Xco9uxvh9dPfrZ74E/B6XXdOls6t0VWQLMLVAvg6n7feupuso1NLUdcBkg3cDPTcw3OLOMd1g6Rl0BhwEElDYo6aRemdu8WqKKdbkwmVwvZeFMjuKjSaEazWyy6cSBIzsdO0fcFSrxy9t///HV7397/pgZABUkTeMmRP/8HpetKXhVM70hLZTqvnZAU3m6Yrr3yLY1cwGOWKXREIMiiG9YZrB7dztNHf3bFN0rGcNJT1dJ2LmU0IqLLf6S1U4bWjT/8b66XyzdXFm9frX33b/pEbo694wbDg61fJheWuZiIRj43YXtzRxzl4spC9n5+p8WqkcOWr996ejzjz3+bOfn//n+V3cbn9nRPw6pb27klCaVzWb4utrIJlMP2X16VfjFO1w5q/7tHvbTTyq7PNYz9cIvUpVLFGS1R00IncBbzUb4sFeziqW1tbk6gTGG/k67kcgXDEvXzn/ll/n1y+rSh3/bpzXmpv7PF7of7ez19rfUNkr49c2rm3HEGvtEjP3hnBhNNVauJ2bKy9VQfqxX+PlvdqAwTJrVrl96fpiF/k0lpg4nNsiNtuG4UCr/TbfQj2HmcM/+J/sMYWtFd57gmxLKCCh/uRqjisCvlm9sxotoGBVxcaDV47bgyP6w3OMLGuxxo5ITwMmpWkHK5StF3shs9Mlxtw8EAIYHQBj8eNgnr3xORwhCDyuA6aplFDQDJi0ZaDTC/S0zPY71+7dX/+Ge3NfvtQj7TCq8AzmxBHo9QTJtVqQBH+qX7+l0jf2y3TzcFWz31OESRaAaTSkce+PnU59rG/nkoX/vcTk4fziRafopQWMBOoFrTGw5GbtwccGrq51o9dqNjdJVauO3E7gbLYbB/I10d1n3A8jSXo8dZI/u1D5cAjgAjSFw17DlVLWoWZqUKE9PzJnY9ZH7TJ53CwuvANdvoQnvjn1PDO+4sC9aWcPkgn9Ir2xRO+rqL464/uX4yGUaTlKMwDKoJtw+o7/gMZbPru3P19FVjhjSiOUt79+8+Uxh9VoL+LN7nf/06eADsUcIJ9ARZZyXa1ydO2ri83ljz4YKFZvrouZN63RK7uGUahIwyMDlOOAzIQGO8Hca/v6Fp40K8GwI/2jSy605A2XtCq11GSQINZ+R4asCe8QFhU/WgCkiK9gnZGDIoD5J591dYEXcyjdTSAAa9rX8SoF+n2ZJOSnVhEsZHViBDla4/8Az91eyc1cLZ5/qf2+XAn4H1O4D4vfqf2WZiUrh4nTargPyAbM7qJEc5JKAeB1AOOHf7jIhGlCmtbW8GMCVRwJQZAD+jz/dODGuPtNNFvLI2aYukUhnFyAQQJoHOnjoubv9Hdu9TKc7fvbq/MvRTKfc1VIKtxCSO5xjsbfWuFsGdQtfv8PMENB/bxnj//Id41M/GAeu/CR4dZcFyUbv9v/3v4LYoquZGSpnMCNUs5sViGH6P7oT/PrpP0cUuQn47LrG82RUigsIYeJkgaLsZrAKBYSNvMFeFSBFr/M5kiIoWLiwvvPxIyeOHewPtVovJpZv8b6/65r6+ff/Z4aX81e+cCL4ypQnQiVdoc6gVV6lwYooiJTm9qE5AB6h9N1tozt2ODC1EpWsHUAIvSqu2l2pTeDYUhdiDjYkgJVmC+6X0sC7SbB2tQH6XtrdeqLrXdlhrHvMiWq2CtgG+olEsuXSWfl+5OYaaF3OIKLM1EXgKkNbNU6WDn2kPfKRvwNWDr372d/3sbfa8NH3xKhqoFuNSBxTg5baarwmShit1v/lp98I9eveGhGbWLvz7qUsTwQthK9OVSRw2ANQOjLiNJ7TZFyp1xNVlx3cAIFpKdisoppKW3vN1Fra6+6rasTwISiJVI45fSMu9+JaWkim+I26HyISZWUWE41meCuveXH0k+0q4lYdpBXvtU7eLuWqzl99C7bf3/zuH+kNxeylqB4dtjO4pWJ4nOEaoGu9qrYdRi7dlnYJ6haN3KhpcqPOwloM1fY4zWd4ckkPQWHV0uHuHRm2yDZ/oM096hRZjaljPU6RJ1vYLSFCZm+trOUubkzc3irWLxJmFFJ01WXv3LGzcOkObSKkqt5/j+VEj+fRNX79XBc3Pu776ljmLsN+pDxy1wC/6KDh69PShe3Df4p3Bfsd5qxne8+XnoE1UblZAd/805/erryMsBtEDARwvDWsF0p6U8AYIHRiXzIZL8gC52hpcRvY2gZXzXlHBxF3Nw5jLqxGbcRzFRptlKnFMoRAjw/sFfutnSybTMWMPfK1q83RQ87KdJauqf5OrSsI3prXcQ5YBwGyy7XJ0YEv9LfXDLbHe8tXZ7w2hK+CJiRl0hTg/wqP7tgVYZFWI35paeX9WPxop+ZpB/7rXmDz8w4qVhu4AcFx/eAjjs63mLG3gG4HqRwmWHNEGnJUwCzdbqmtktd+yf3x+rQxYjQRDMngUUjsQrWArK3UAEIDkywwONp171cfXjpqtZ3lNL/aKrVd/MEbA3s8v/3eu7uCSH+n9ffXUt+7z/nCB4JzH3BjWjzutudYp3GnaW6p+OR9LvdW3Kfx1R3GdzPg2i0IoHeNOci0gbUr88cahY4mUKD0fx2woU5nGSsv7dTl8eCndFmeD//P8wdv+zAvtjT/N3/9tubu9uGnTmcNPWhZ1ChNN4qO+lo5JoMaYjJj3KoOGzKq0W/LxPgxt6l3m+V2Sqzk6dF2gaMlBQTmRb1mBEI6vL3DOCeGfCc6EEVbvVm3erh8IVFd5LcK4ANDo1+VNr6YFLUOwN3VNvIWb0Zc9oO/eLE2OB8RwOT3DoReW7/XTIkDe/753FtQU/N33wkq3fX1/2X0o//z4I2WPYhlYOcA2piIitWlUpmp2b0GuVkUUBIOI1tTOZ2q5ggNK1ZdAluvKwrK8XnRYLVtOzFs4jgwR62coW5dWu9unl1ZTx4PtL82P/jyq5uP7/eEXJY/rdkEedE74gGtxjrNrmdrupGuSv02GObS8EYNdndbOBpCFQO+uQqh0hUcOyI5JInfAm46mVl3sM49qD9wxMbe9/T1fBpZMOHmQrHXwdUkanb6oBBb362uvpIZCxkEX9jL1JMtEDXWYDe0HWjn5hV+zOtXdXzbYcerJ1dbxXiXMTLdzEgiDljZOMs1cYTlhfbAcNjogSdTcxnJFnbuf3JHoYy9fXrqNCv6MRFiUFQmqT4ELaPtbKHuIK6VtfGwtJ7IomZjhlb5+YbHbPKTwPHju+P4SgDTQQt64XRMLdcCsgYpkOCCcatjpFq7kucBXe/xOeyjXQf9xpnFtbPv5ybz0sPtjHPI1lhmzwb0wDM4zaH9N5UXfsYa/YLfosKnuT7ObihQA7uMdA1cWyJHnATnMM8I1QG7fqso34bV8LA15LBbbXYFMVtNngymbU5sAiAR9FsuJpgIVTR4AslMPZuDCgxo3eMzZu9i2ZKRNNEe3+adGKBJcoEBANJe6AnY7LYS9dxhNne8cb4niWGt7cqb0EdjxqWHZMLQddy44HEOWKynloOPfWeX7ByRQUTanjXEbg9foF5naYFpiLJm4MoKZm/BMN8uIr91NZ8TbJ6W0W6sQgsVzKQq1uTVZaxb7PEN80aApYkmV2XyTdQE8rw21dHsGDSmb0hNqaGrqJNgW6tAui4PR/5/Eur60c6DMBz+43bc/Vx3v3HXJk1dKZQKtjJk2DbY2BhjX+aDDRtDSym0pZpKmjRt3G5y3eW4uz3nPG7vD+/nj/gAAAmcPq8pBCDjiPWBAdhA77C61J396s0NTzpEOwhLAuzoQuevM04byqEA15Q5xFBISyce0029r8O+2fZKk4580psBOKkbrzTyMRN6Er93CLvWvzulzoviByru4JsRwEtjXonHzOKhccJTH/ljPUXWgQQOkAIo19WFJtC2r4sa6Xr2e4+EZ0pV2oH/vkDBbU3B2ixR/d/7yyjnmqzvMjyy8dtTL+j0kI5oxDTZWoIlFiF0/rqcaGZSJh1isTubXCcZ3lJPVx/sBqHjyHoiFYv2SritVjadN5mh0uawXs3qMTSubFZp+7w6ekJ460DwR0not7c7F+wDvc7mvhNdrjBFm4Z3PD2z+FFIwyCCRm8XUA9JjvSpsSXBgFO9ThiRmqkG/dQEEq9y7FbLVFX39QPTJVEQtKwMOHRwJ651tqlbqsX70IC+ywhO1Xo6ydtzEa5WF8rw47vcPQBTRCwPWHM/XODifJ3o8DokgXT9TWBn98YyBIV+m80rSEwSlrc03cmWMwIw4MCVrTKufHnIfj02mm11IfHrFsSmcDJIdY13+LnM3EYuw4rL8RRcwbrc7Q5ZuBr2DZhCWYWlWxa+zgLgwb+/HwjXYgbP0Amj/lFpe3+rG2/MlC0Xb5f/8ROe2YILBIXXw1CHFT/iQK6l05DDraOIPbhuKga3jQFEUL4zU+t7di8Yim3E8iY8aeQuLdOsE/1TUv/+B5V2nTrmF3/Bt4FQF5g97ppiQprN4Tzs24ylgMtpxdDfVW/MLS0Sbuixbz5WfndxY4ZeWsrruBqcBfKs/Dacfer5f7szk+0hc3e3xQ71uz+3Hl1nKgAAKAjONISmDOA61WDtfvgfPqspcEPT5x2JXKJezcDNcPKRwwMAo26dr8SqiZOHUEQRC0VIZ3SBUmmbW7HlxT0qaAThMyMBfa3oGvM3MSBUy5J1sDNRNPgJSeA7g1bDdKUTla7y+itxNqOyHR5He5OfsBmRqsYoqs/ftssr4m9nCQCceltQ3AIyCnyg5dsQ4DOdAP0cMHOvEzqd/9tNjbreR9dMtswWaMs9AKjT9docp9yGtIWmBijI0H1DRido81sM3UErCJcQI76Q0rtA63Db6tthpkq7DnfWby+QHspoazDGYjTc6Am2t7z9satnxWxBMSIqSSp0w9XhLUXU2Yx1D+FsAWH3OIL1+31SHA7JakdE/CsN93baF37tGPIz0narZQ9sGWuqmthSayabc9d2cjLNTzVtkqkCNUqC1iY1mhK0coeXAcju6x7c0ZuM1ssNdvs4PJ+UFQol2g2CvgXmAAeusnQeI4Ayi7kNUv8j+uabi2hOsYJcYZZ2YljqWrOmAovzwAoIuAis/ueBXh3F2/xydH3kvm2lK2u2bV76xynqlMeCcTOX7hzo05izIGIFjFCNZWuwm4lna+/tHFw4+djUtUglNq9JVS0bjF0A8QuA9z+fGDtyQPv3fy+w1QZrgmootsSkwbpEkVgnZKpV97UZQgh2Y0WVWM7qQoY/feRjH3vsTk+ftJUKv1XZzKg2vJiEVKTKmZBy2aHmrsBUpalax2zs3Z9889D87ux3Dv2fBEXUmIKCGKVqTUmwVzC7X/U3CyreCfKGD6stLKQde1yz9zPrEaZ6s6gTzY3uXiaUoLz8u7XC3RJ+ngX/kgeVy17qUvEnQ3W88dZfToVeqV2d/8/jagL/8mcm3a1q36WQZMVWs8gnt1vW64ASUPRR0WbQCy1GAYyf7GAuc/CgT63cEahu3fUN1tSvuapAwIAmAMjuQepm0t3uHfBpG+/esexG514sUo26nEeevt9GROspgH8+7z3ssH8Sxz4IqbIbyjg0E9G0oQVqc7NW4cMVAIwDDwGTf4c6HW5WqeO6eLoNoW4kDv3op4f6HzEg4PRUffv4yJFOo6CUSwljO1oGoGqLsLPtTCSzGFnp2NM9P58ykqCXqqst9J7PPn6w5fZ3+pyeDll1hDJ/8FFyc2TPDnTrVjRd2rjxy5zjlYfbbBZ+YTb8RhjssJo9OuBOQQiFtVP7BzOVVo43bNuhJwqBuMGQ0r8tge8WU5H/lgDtru+RD7lLXwK6gJM6t7NAJPo+S3yb6JbotgP1cDU5ky/CwV5X19qtYmhD90zXsHm88ZOLYYnp+uwBelrO/JEtdFqxcGXyG0PF197Go6be701CN2Hg8OQ3dt7//hvvrLaijCqxMkCg2NFjj44dPuzEysWNUojTOr3gRqG2FmOMnvqvrmJsK31spP3T7u2/uzRt6VaOP+YvRYHWdKlRZYzDgCWiFit8bSFks0AryQiXY3XaxpjFqPbiZUjz3NXJrfF7nwk2s3ngTmUEbjkQUhMqPhXVWrDJVChz5mZZcOihiYABNGDsJvStnwDV3wIwAKQT4JtTxJpTTQOtt+7vbnFc5vruJPAxRP31L0svBXB206taZMDtBAJZcLsVkca8ZafOpLpaNaqUEUF4Ce/xs5qw/sKVjl1OZ6Bz/oUpWGU766OsQ5/lUYjJri1EFBg37nDR0c2gzcuvSApCJlPFDnigQ0eWCkxvwyB+WBzxlwQfkRL6wJlk79e1cDyn9Hd1mC0rb7X4T3oKqDObqRhJW8BAiu3jls5bey/e3JLNacSlNytqI4UpPI5SE0Z796R7M1eDCaHNh82kwyIggcVK45xin/AjsEXRyXVfIJAut3Ml8Kv4HHHbA8p5FEzR0GIJCBikDAMc8GEzQXLXA/1MmUrl2Eo/YmvV+3cPFNYbrVBTsdtdpOTz1tZvJXa6SSJd3yqpT/SNIrMFyEOjd0n/701p9f6TS+FHrJF39Pg6S/XLjR38a+efG378CecRYOY6MPpnGrbAROYK6ytG1RCjrCQvV9hM+6DF50Du7vebZDhv7+ncs8d2933Xp9ey705rfkeyhZWTqUgdwLplYf6WPDG2tcwBXR0BqKZA4tUXRJiy914+0P6JQ+iupQ+f+AzFC8lWKIhT6UZ9p4LrY9L5hQjO802oTWqU2+v6B+oZcFQ1R5m4yVm2plQ8GO41/4Bbn55RwrD41XYbgLPvLwvfQGlk/XZfC3jrL73/O7tybXV/5V1+NzXkauQe+XaPNc/k3swAaOdesPa/2uZ2gwrIBmSTJ0hbG1PrN4uVAy4mhvtAqVKVNR2AyfKBU0affYJGDN7j5uTlhICJZ36VN5Sbihl+/GEssQI6AWemXK8GlUiLzzVsZkXcLEkYbhxIIH+dAD9ajtQAAAABDxj8smn3cICTyzCxKWnef5UayAUae8p6Jj/fRFobS3c/sM/GqKzAsxW4Fhd0vOpCxZVClOKLxKDp2uurLj+OSBoiGJ741r1DuK1eVS4vhg1Li9sP9ssUnBV1q6cjTZA+sBMOtJ988A7fKgD/eV6a6FAf2mZNRcvX0syYjavrrOdmkju7AsMIRwyY7ywky4NZ6pnWzi2w/OGu3mOdl898B3gdAN4BMufAT0LfQnt/JRF3JJV2WivhfKtlVG01UTuzvCmzg1+7CwunxA+u4Dt7pGoy/e1zJhdB2HQjfAt5ypZ9PweF5E/++uTUeq5LCg4hSfi92bvMg1et3hU8otcPS/vv7g3UabXYSJINXoIUYfPybE2w2i2WZpjR8c1gpzIXz92ZBx/pM+03Kfk/FQMYXhjuMtTmS0agaYUhVt6GGqcbTVNEsO9wiqizypLFGN0/FjB0BQ1GXOCbayGa1TeNMFZXcQFXyzTipxQBFKpyHGwIjVUmQxh0ox4eqD3yC9eljtpmWEJvmZ//9Q7svingJFeD/a+W7sZ/9FUNxOF3174z85v/OwCOj+DPfwCWFHX8sAU8so8p2LpVXZEDWoUI7g3UVltIc1VoNe1GQ3ZuzTK1NrG7N1cpLl+6ZkVJ61CvTJflKqvt3J2ZumwfOIjRpN5fqdeFbTU96TJ+QNiC7WYQlshNwv0NLrLL0fHY3lsY299Ksp0jjPaIAbrTnGz1dlujyQSTzhADxmhprFvz8Y9/8jN55fbtO/MN+nwtrRJwkCCcQJ9/UrmRR9w+G8nWmnMZDG2yECrDVr2k8GWedzRBRvXQ1WKy2EuCwy7+7QoQ14GGLqOr0zugtSztJiCWbj54BPnZakkycfnkcadLbnMKr6UqnXo3ncWsaDWRdd7vRmNsUQC77Pz6LNSQ5TdmQ8crwohZNmhKggVQkAJWdCDHHJ9P2EetsYi8KR3HDj63+VvZJLUwGpASTmPBLwPKktKSW+kwB9spfWahFNVZHTsCwScfkXhrCyM2X10rEwlkBK8vruOUINsEONNQk5amKIN3IpAImARjLsY3LXq7Lqxv2HPmmvYKxZc/MfhsQF37WXrqLUHPVznIUrMX0mWZE0AZjXLFg52gMwOnGf4QEv1gBJMRJZPU85CZdO4rLaJv8rGAzfI+nNpeBCMaDlWD/B+rvtaF40E5VtDvP9Hz3viet/9hykS1F6/Iu7yWrS3pY5/sK1+49Mzdw9L6Ou8yn8Lh+Yi4bxe2Ni1SvjohKZANFE3ogT6D5Ava+6XEdL19oD79QurclZSdJGpb7Cf2WeJ5xCVZKjVe81Iwyymx2LRVm9jrz99q1LIxtGKdjnU9Acupzr7fZevnSN39ctsAlKP1jvBys9cR5B1jUH0DAGP/Ub1Ry8iI3u2Cs7fq0E6dT7a2c361cuE6lJgvdg+IySicPrPc0W3VW0RYpE58/SFrLDXFMAqIDe80TowOGvTbEkK4b8gGWkOhWHEhzBRNyGAnUrQSv/s6+cvfZRYZayUjDFrQ5S3OQmkIaj7Ybrbv1NjuzuFPuO+g+EXEvrKOfb79sw89031HUdgjoMei3JuPvzx3nNnhtHA/cwG3pDKt1Nu9BhkyqL7tCFmEydm1lrPb+fH2xa2Cc5re9Y87//eHN4KKQOFo8gbrZSD/p/u23lqxx7v3/vzTyR+92cHQP6qIm0BSc/OuTvwg0SINhuJ8sc5HCjibypVxRtdq8M3cls5LIRC2tSXjipJX8y9I3RcXmOeGDUyzJCZB0jXcKcZymERbkHKhOaYD8yxYukMKmgR0Q11Hu533726tpB23Bb5a8FbLCMlkXLqOgrbCaqCDT3F1vgBBHLNUAgUJxATg6lSxFS49eU/75zobdETLJ5nfLW4c/Rg8pEhv37iy8OGXhO0Y+qHMCwPkid6X+8Pv9ok7dJ5TXaYZo2NjCesjiK0Yg7B1ZZIM/f5Dq7VNNZKZhbxzSMoXecmh429M600+t9NUKCXAVdoIwtbdQ61kM6hza3pdeXFT9hsBYHA3WZMZyeKkt1mrZB5ST08AcnYonv79efC+r+6QFbzbat6ELNHNBrKTKErWaGqBrwHz6fTJYjVqHLEN9+q+dn/775Xbr12jNGy0xW5KfNaytLys93fZ6tNbklwHrBrBkM5WU8Pgel3OMkUGqSiwX2EcwCm5hAsvLjSpXxm53SBX3LG76fTPLp0t6lle7zgfHemy0qqZFpK1Ki3f0akKiSYEQ6iWgSmTEctwCnRpfeQI+uvbyvaqUkyCOkbrxCUxo8pXgRLhEimd0l0Ark8vuPvGQ9Dgb27/XPdk5TXdIgl18qq+yK9WMAPQ06aYfcDWlKYXodQqXbXQYltPbUMcMWtB1STeDIcGushmSk7+PgaMdhtjCVwFwE5T+HenVYKowQb73b7Um/PqzjFdPNzCdJKfFk7PUV9+DL3yelXwBNu+HlEWaH0MqylW3saAchGr5WWuoWqH6jpqWheFtNws0LVb3n+IuVGpxO5qa5oYAcIBJJAE8DNdrj+tr1EApKCVaxWmgnXFX21c3Co+zZ4/ruLX9IXS/+z4aZKKLBCJ8Ln+uJAWAg9+fGvuh8HtO/uCnxla/dIrKAiPnBpGG5EUJ41t8zeduB2HNtPQiAP5U6bE1YFfvFJ86O6gmms+5YVZ0RPQCQiLWcjIjU1IZzcvp6WBo76zi8kqgNiMQLqVvSPUXtffM1oAn+6AHuRNcSxzngegUA1REFG2OmN/1MOrQ6qczcxpgAxtT8zrq5Ht7YiyUUfnm9enChCaaBvCZ27U8Wyta7xTpQUL3n5k/AR1a2MtizhIutvHz1+LXPzxKqrUJx/ra6D6dyPEVEQ58qitS2VbUfnq9ex0suXsN44aGhqGkDpXh1+ntAPuFnFgDwZNDF817lpC+tYLnFnl/z1MlstF0Qyd/G65L8ro7oQu/ATApijwraHtX7zovpa0udxotwDnHH2xlrmF6E8NOw7v3s5AG/92FnspfOD46C9+vOxRQK4AEwLubNV8Y7Vbry1krjf7JhtX/vSG2Yvc6CFvdXQ9cfDUpz/1iX17dksqVg2jgKg0hGZrpcImaKCwWU5UDE5LpcpzmSqGgmYA3o16JhtagY3/rpHC9taDR3GhxNN5T7clOEKwNgOEKXJOk4cx8dB9AXzENBsuvf03p5fevL2cKzJHJrfvHENQGTaDKGDrbqrputZqSixo9O7Ydf+hjjZn8P1anSkUAUjhXioO/oh/rAgfdkmTT+I/4pi/54Hzfw3eM4LAl3K6uamhxTXL1dqrbo17iNrzmVavj2hG2vQxIh1vqoOSJDH8axssC1KkPv76BdkDpW6ueJnGYC8p19OlpTkhVV9fLqh+OZJM73YbrAPdxYO7t+YThLMRrDTsjGue5932xj2uiiNeXGNH3lHab6G6fL3sqZcjW86aaRLTgPZ0w9TWO9ciqehHiUT0dnyavxCeTkVuXbmQDt2mBgPF8UmdQ6cpym1Ic5kNaRYbsese6gfGulusvtrK1uhMtcKoXF0ENJkPicEQfirMegIw9fxnEo/eS190dybugX5qwGcnkmF4o4SIpN18aF82jmTMUuT9edOQv7KwyeS3vEEkNoPMhkXWqwG3ovHZ1STEJ8tc80MxwYJQFPiXDpdVhl1V8N13qN0zX3jY9iD69ryNxL728L0nNfh72oJfPGvLLW2WMgtQ4SJTQlSZ5qhLQBlGyL0AERbBZUhq2vEm6jJ0+NY3E2qCbevyrN2hm02hrdtOzV/e+NMVltGkHN75D/dR3kkYNVTfLquuorY1TcsbnFxiLtzJdwRTv7nCYKsKtRSZlY26xz1l+ziIUVkdzPCYxidbkBnQt2qDprn23lkciAHRl7RD54QvOuNHnpTagwnKlgbaOAHBzlB7LiJUEXd9oAAfOXSDcl7ISpDZ1siDiRdnKDW8tnQHRJU7qfjs3yj/frjjLcV5+pz9ry46+8Eu+DRmcwb7fvxy17+8/n7wSetz/1TWdmdXhJkCmOerv/g5GGr47ixBn90xNtZhaG7Bxx/eO3cb4EDpn99bWoHVzQKQ2BLuOrSX3kRakMHQDpKghRI1BGB+xc1v8s7chvR8KvHzELaWN5RQ3AC702xO0y+1TM0BqLLlP/oD4AHkxJNtG9ZgfKnmJpCtetbrIBc2GXkhPGaHCw2JTleCLuuOPpNCZZuFOq4x0XitOu049kSfydUmK/X4hwkVBA4E5KmC9cqbWdYATewy3I9gS0sFTaDzKaR3yLR6ds7oMC+sIX94qgd6pC1VnSjqsFYSsvFBYyJ37FsjP5XBWCpdP/dy3f4ketvYDE/hZOPIh1U8UzrxQ3Oy8eHmxj4Afa55RDSaFtFMjEdzF+Ca+TOdxrT0u48WBvFiq0QEx1Ct2VLtwOKC2u9Ssznm1TO3vW2s6cTBmWNdXx/u/8qn71lbuz29uUUz9OIHEUWupuLlIsIG6HKCgwUxlyuYQE4wY6pfwFCZtIkKCCaCLvngXebvTzUedxiOb9et15lsvoEgAAmJw15QTaiLQlE91xAEwt3rdAQMiBvVRoNneEXGbH2Hgs2pZISEW4ILVDJ2BegZoNydBFTr6GFL/9nWgstlGUI/dQxhSPjSr7XTc8A1lDnzgvS5l4DbG9Y+eLGkIiNSrYBELrbsUJfgxTm6ibybUGqJitup31ysIxuM5rS3VG17B7QQvTi03xm0ywwY0KFk9I+z7iGy2uNHTm91d8qrH2zpXXqp30+tY/JmaLLXmU3CG1WRFBc0kR1HEPCOMNM3CrdH/jn3ssKbnvXtj0vRnVhil2GPqipRtqIKqMcGX3otFalkQxvryYxj+962tuFGdKZgTVbssuIdBmBaddBySbaeODRuiJVe+lPEaFImjGbNZhANgFzJRXDGTqH3GoM61k8OyAufzNfAV6D9mPNzrupa537Yax87UE3+XnHYvKKTjmJQoE3FcgpgpGeyoA8bK3MSzhiy+T3jVI1rJPWNMSOHl4Hli8qnjwGX74AYCptDuUgJsKEDu6FnHwh+7uI/Gr4k2Lss1euzL1jc6WwdKjZvQ/vf7tTvZ7I5FGOX5E0RNsugKIBgH7B9jHO6zNE+ndZqH7xUARkxpqZJJ+ENDBtnNirpcqQ66MUBqLi86m0fqr9a0clZdIyR1uJEo73OJFCfV5zdgHf2Gut5oEU2BR7SmiUn2D1gr72Mu7x3Lcs+j2YaFeZ4E6YKOlQLRmiPCuZIJHNDpG9uAl6d2Dty243j1n1dCRPdKkGVDQREgst7Rv+PWd+Yn4EBZIRBNgCLMKOHQWPw2lJcV3vVWfrtR4rxWZZYnUsf3f/V1MABV7oUhn5/Ju178PDKooh42VxLKVWqzRiQEZE7K8U9uw7+05k7f/GZ7SzLf/sBz69f3HzqoEO+jgW9uVyRcdBAjXfABhY/7sxXKwiLdVjlWFYqIhxHEmqLG9f0lNkRanhX5UILVVgZEmuQAAk6LHFGZC319kdH/Ciw9o1HA8jt18OnvgoUFFXRGzuxaDFXHWLEnFnabNGtQtYkW3raHRoog+tVTlQ4KM20sK729npMC2AKIrWCe7c1qsXyBkpS2b799oGg9t1/Xnv2hEcpNvf6pGgMCmczvbs6roThYQ9h+YRTNfRtCvZmnQWiYkRvxG/D4x0916vviPLthcQHgjxizmM9d7Wk2pwjHg2agpSu8kgZn9t7sJSc6EAXlFCZae9s8DEPhYu3c+UVrd/twjS6cwTc6OWDl9nNTXBsDFu5wri61UhYLfKh5XDC2dn75PdO8VUlG5dX3g6BcK5e4ptcM5dPGBqs4BMTLLLToqWqfB9MhNj8EOYraBmMQESN+KpZuTQF5qPKf0/dxB84NuQAdCIFWRoRlM4mZX0n1ArBXUFjZ29P0w2LJSTDWLqKYTPepphd8YRXofM42crVMAuMLzWYrZlSZ50Y7PKLJnCtoIkYhvLiX+Z5W5B6dI+1Xc6VZvQX7PYn7aVrXXCz9ce+1orJ4uMbSTNSVXC5S5XVOQCJsyYTK99JWAb64x8kLRLvU3haNXTBtX1dQ9efP28bnPQoLXmgPb+2KQgVS6taBCz7bH55/6OFsAcRIod3uviEnXewOstmB2K4PdXCCL2hYFiMWbPDmXlxTgUUAeO3OZy2MZtKAIoGQ93umanrerN2NSWuhFewRl0hmtcvra68lX7gkb9YJwR/Bzh32VDhyF6jOdBmub3Fcjn0gTZ3C6neLDJ8NapKiEVVOyDdHjvKbOUFYRQdN66hEqjf/G9W6l4C/pRgBGE88suXxYEQp7UKvB6pBRthJlABnWODuUgMxOXSRqEbpwWb2pCE9EISdUnNCNBMgD2ECpShqAka/CJ8aYbZ1uyJqz++Ley5FRa22fP5Cp0K97NqpSvoXW9camC0sfWri+nG+5UeQIcdBOI0GsE1GdGEMqO2txsbULeKMjOsp1Gr3L78rtvXregnbVbSjjftetvcuykVD2F2T0uu23hY3O3mq0Vdz152KSyRDuHW1lB/MLWyIYuQoWs/HQEcQ5g+EalVQd/Xvj1pubtjXQ3kk2Usnll/VxHzd/IlBwDJWmBNLFMGJAsotgjkf0XcMio7T1Tb2olcIbd4UeI2QW5Mv7Q+WZAXLh/tf/VOSGDS02XHOcWME+3Qm0WHr9At9XQZbPWrN3ffS/3yDbl3ZyBhAVbKpdYil6loGRoKkMSlVKalKengbtBFJDm43d24p1bZ4IHpF+YypVSbZP3fSIpD6RVJa+/tXUrl2k/1pRWpmaU1L0qn66YmBiqs3FIndIFf7gzC6ZVUg8rCtpZSdmjr6xyTARpNlh2COx9DyHq44Bkyt+JVZL8XgAuZC9Xyvnv66BbOymZUFykxemeJRWGcw7H2Lqy+sMEzINBo3qHMQZrLDWSLxULg0SMxnOALKbcZRJHKYlReDEHEndJXnuu2MkIewDbCsEqzJAuHklavI/oPPzgM9j2qgBRJwPDU2UpFEY1mEa4qM3I8G7KeE1hlqy+yUC8qIZlwE63N5O1vmODR92zw3sou7vlF2Da/7qv03o3ZWOf8nIGDT99OPbGra3V+PVbh2obtntNM0IZ3jZKXo2J7P1CV5TIITXqFrWTFmsJ/95+/LcdExAtFqrF8sRjQs6sxsBtULE5+PqudsHuiuaZVAwgl/7GAL9FSR3GOocwDIAZK1j9MGcHPfgIu3PzoWnb8UW9UahkVw7beZgGBMwvqURyYSdKRRGhPtwe5e1KktdWXNxgTsfOLo153d5kOaaSqZ6rrjfIpPzXQq6y3BDCbevNySJGrE33kUg5+aUXdBkNb8eaZd7Uk5XwsGAA7b0qjUFlwLK04Dt2ulwAxyVbut3bsWQsPtDlAyrz2qw2d1whshPp7MVXQ4y2DVKGdzw6vvjhrbXNLFva1pXzk6vQuf+Bfv7Lzy38dkdKNi82bJ0Tf/v2TyZvs6Zthe5GJJxI+GLlGA3YS4nhNMWhEZatDHaAGhoP5eq/R2dfRowv2lxTBjIFVWtCC7fOzt9uD+psXYSAUY6G+TC1KgI3EH/7nJ+/9b2uqWmxYJ3cO79ORuZb8uE1kMea1VMpK6HtVETPwd4rYPIAcM/qfX40/putPeYduFNsVqLNtduFoqtFfBH7CRS/+7Z/xiH/HreRoI5vIbJZEABm3KVk5scIoni4bm6f1ynIM2+Fj8qv5pkvFwsBaGLjboY1/G5l9zF4D+t7WLwxIuuf/7tmF6uHBLXCkUi9Ez+WNW6rQHmC9dHa9ByN+orLknGD1/1Xvx31hVXkrvg+/9vnjvvp6TP54u60I0mb9eNKHy/Upd7kBNvK0qVGP8op+R8ttVzOrhJ4SMFstVsJrnGfM0Hy3ZrErqoLUYY9SqY/29UdgHGCy7ru2b73zqs7VCZfd+//y6QGu/fRPmXDkg+uM0Iv1b2Ge58YHp8LZK2BrwtZUjOqhTkSkZNIDIhlAnsGiHNdeiJ96nED16sJo9Xcxue8+3+yNJoyi89Z7cPProlH4P4Px6vrWg+i+V2oxnFcdlR1/8V/RF5v5oYmzuGZM7HEXcct8v6hur+qTC7e36v/9+Mi/vqrsu/K13Kd+0LMb7ru68M3Pjb/+XoaUs/9Y0t3Hg/+YYzY17dE2RzKT9+xAe7IGlJPE9Yq9l0q1aJ/Uamo2UdB+8tCBp6FcIrtVt4ltZTXWKCfUCo7mEAgkVHlc1nVpSFYp7BsXWJPhg5suBFJcv36JPHKoETwXsqc4GqxHgJar0sKtMO+03zVgVOc31DpPQ3gWb6CrVY6izl7K3jU5OvPHjx55eHs3RdA1AGga9+/xNEGFBKjI1OZiCR8xIjq/nMjAYxgIA0D7Z4bAI1/UKBstyFCLcZihqUittbZqane54FrbhGftxQ80WqA/WObbMUonJ8rJoKVaAGXtP9i4U4DYjPGRXzZ3/h0e6Gu/8nzQaUvkN/7yUcdUpZwkaMsOW0rWBnZZy26g+VGG7Db6a/rUMvjguLw4ywZVe9vx7uszFY7PkXkpv1HQW03RzVYQUVqMQmPCNknmUiUSY3eBAEPgBh0/BsnBoE9RxTbYcDptb2vHodemS2rSMtlx7UFbYLoBxNAbIRjCkWC3dHWLtwPAWL8hS1Vrr523mijxxG63R3fl6nRfm61n+2TrtY8UojqCAKdz2IqI2r10X0/Hgwe7gczS9YSot6D7DyO4olEHsb1XpVcKc/lEG9jDk2R5tmnQyNtSwEymDU6H3+YFevNIdpWo5unj9+qvXcjTktvsRLeWtnY/Hmj9pgqf5XNV/ti4YWFxYV//cECCaI/xC/912jHc3t7rTs1C+w7u/e1PVj2kdMhpFzt9zl5DdSMfq8zcbzsQynFGQ0pnpVJn1a8Yj/CjjZWEBTy6U2zQ55Nlx8HRAcIQRqqaZr18a4nMR1WnNbCtv3A+j9eb2wf6S/FQqYD6zOxwoCdgcDo2t87civD16k7NwbdyEZCNgQBCqp2d/XljTSt2JejBCNCZlKzQa5r52La8dPGHa2Dz4WHuP3jo9t+jp9pLFrEAciyQRkoAqEOBGOJhzTjdLahoIlRw6EFdgyUagJ1Gvt+l9P8/LXqP5z+UyQo/Dyn4P0ldwHe/rH6ogb9o2mbWLEa9AlchgMsCgFmtFUibxoG7J/fMj8Mbv/sOp0z7P/H5QvDwan355EizmmJZmBDH7WpryxGtJmHkiZ39b8xG8yJ95H4qnmCzjabXS7Cb9TzNeIe8cqexHaMySMUAmPZpmbk0nNiaYUVZ3zGwfubywbZu/fBE7/GdwLns2fnYSH4VA8EOIlICXreQ1EzIlhw/sG+wdCO6bAnA+aPtepJzT6l6AVNqFZ8fCK9q7mG5pwq5bvHf6iAGlfI7WGvjka4bG9cFkVW2T15YSQFEccuaBVOViNK+BxF/M08Yg27izXr3LPIJX+UdN5Hrah87OCbVasHC9fyRHbUzF7lbt7bXtiwzVDTVmv3t4ns18+NGZLaS0OvhGgbuoYCaUpzotRM6HdaFbqy3ADODoJqliSggVWm2tnd70uuZ/8N50u+z8SraJny82PtKZbMKN2qK1EMYHzbYRjoAUC+vbTVqtGVgxIGcnSuQng6r4Dr/YfmRg5X+SA7Q05BV8PgIm0a2++W1SDmpIo1WmQjxKAq8H6cZSH/sqHvb8Z55oe2IExboonFfMPenGJiu0elkm8fc4WhVwtp6kXEKTFvAqttPsR//9zpkowCZ11AYUkpOt4nbZKV6eDqZhjCzTrO5tCxrRBPnoZqp5CwBSQk27t87QdXCYTTM2ST5owW557393hAu2n0LKgd7oUZFU2Lq2JHu5XczMEVUTaJ6rin2YHs5LU8i/h6LxBWNGGXr8RjtyOK12fagrlhtAa16vw+YhWkHiodUYBzAhg3gNND4ig/dYIU+s4Vlwf4OW4tXevqA39xqRvcatI3MEVcBLuuneQpO6cFGjatr/aSlwKkqwHwea/0SAu5EczqLOTDYpZqo6PUVWlV2PjSodhsba6x52LuESZWKMKaqx3ZT87gnymHxBpiRVbtbJ5WYrTxp4Wi1DIQakE0FUAtd69PoqsSmWJUFF6BSXjBZJejZLdhagBgDvpFkFle4vcPIrcVSbosaRojZaxtGHmDWFIAk3r8UAVym1Ysre04OW0vN7gMTZ69l1lfnMQ8UuXzjrvvHx3z6t395PT5bwUq5pRbwBGyUK8m6waA3sF1DQ6y9U6rSmlA/8edHgJ09r8yus5XEsFKjAwe0gE8y1rVCBfS2GeFK5FL68WcfJhaWfA/sXjibMGpkoM1694P31le5xFT2Y20OxihdDqUiGlghrBRpG+5up3b4X3z3vFfvcWmdefm2XjYxiYGFqb/8VEzLlRaot78JeD+p9jwRz/xsn6NwQCdUGq05TchPl3v23lUKNykdVc5SRgu2sJze5QCeBomHfZK8qi26yV/CSBje9CmVJM+oTQOoVahJwPNM3dWiVtZKKTRaZlNDUHsOSvgU730D+4uOnitn/7Yq/BEGgNIby5DGdXZuZ0IZBe8csuqmG81KJN1uNEdqwuuLSUURD/l3i2kql8tSFn0zki6qii7ozm7ELDm3vt1uLWhgcWsLN3aLiqO7O9Xyr25ewUDeGdhr79KpywvpFX4CTgtqiudNZUHc0DCmNRt1esV8s27VE+MdG1cj/lTZ/vMeZrZS9qCksaXlFAHVpjckGNVPN81HQ1Dfr4r3tVu/2F0+u1d4cYYp2ufrWp0W5a2+bBMu1HMMpEoa0N4jDL+6mKDVIHFJqLrL1g6ga1reQqGYhbp4IWky1+gf/1FtpZcyCikaf9TkKhD6UqOhwMAcqFkwKI+Drv42e48tfqbC7lPTVdrr1+emCxaXUWxAsK5SaDlulcEJRNWXYjUjAUigUUyewrWoot+ho8ZkV0nC5sqMJ1zCbUOoBdHrSgg63jI15v99YTjXRujuGqTuOdbmlsA709RoF3r6PUXIh8OslRXnQ0AaBFgAcIHU3Y89sPfpI+9fiXlzeeDZAYIkCUZp361jPkwWVbjH1rxxScbRZu8A7oZIpH8Q/PxPmw3FYpaLqliPc0DQ4qpSYq8nQReEdVoUEgVnwIQGAHAmSyB6gkYgTRG0VR95684c36bLR80PQBSg/vehD9pugOrBrw3rYrGVugfOLI/iogbBzaZsPEos31DH97Y3olATqc/X2IP9jQsXpIG9Br1FTcRyvL2JgJSoApTM5EKwSxMEgPr7ndCdJfGon5DDQs+QN5cVum1qLgv7u/D/fj+sg3kV6wJPL+875Pzjxdro/YZ93+lmP2Q3GMNuW7ZywFH5QL5RRUZ3itZ56TioLfnwlemki2yfHDKr9/qlCnTz9ObIqN4IECNm6uXFSkNClz/IHdpO9u3k9K0omhVZTsywGNsiOLUhpHmrzTDZDAJSo4bD7m7K4cRDEROHWZ0aTmWonS+UCKOwgWd0Dk+xrLUK2e0HiMU3OIs5CG6qRz/mvXYtpZqM2ZXmsc97b77I8oXMfKReGe4YnRA/P3r47/574+R23avvXD1XFcZPuF3OLmsCuRvitVvMbVkZlUCPxRRW3EeCMrOdevvYs6i7PTsTnqrfKa0zFYMnWF8L0jpDE0AGe8F0NT0L7RkWXv7gzU7RMPRfN5Uj7m1m/NjJ+yjYIafPHhgmzr0FXMk3IkRDwXpkyKLDqDIFyUWRSSSSWPk6JKzyF+EmQKYfEPCfkgt3vwwN/jRfzef5EBVqSadrJxzLr4bN/n0QJzkwgQRoQy+VqlTsYwbqJs1JTsjNd66w8DZoZh1as3teAr1Hm7efgqVZFD3tI1INWVmGoUXLdfedrFBXQsOnApbXUpsbMPLxnp4WyItQaqV+BwAUBQAUNg9QhE42yHAFJn1sN8wHhEEJu3WzmpFE+9DAETfjHO9M0GUKrIfWChYA7fL7Q0vTLnffkK2wESkaTMj/+95d//LPkc1iIlmk3UD664bdrzEqUxYNK+v8FmCXDIsNoNSEKBJ1afhjQJdjZOTV9IZYIIc/Fnjj1aXBh1yZl3L57yJDbXhsMx6zyQlcK2Hgym0N7cHPsL7x3YAIlp2SmroiTQDr5kHt71rSxz/bvnI1yjdyBZPAX+LnuZIMVA0lZBGG8zC+RTKAuDEh6XIpgFMQNM0VsXABUIpNtAfwRpqxXoReYmEnwd2UhacHyXdWhUOHuhGXxdGoL4XrYpsgFVvjkpDbaAgOTrVaxRRvFdsSlZCm4oiEASDmLtZ6LJZwBQ44DS4dU4tmLg7r2jHxuA7e4mwrxdrTAfmXczYkm92sb5a3HwYur9VScNfTO788X15x7wyXPDX3UDjwThkxyOcB6LhDLVnQZmdv/+iIava/+p0zOlTZ+x/PNC1O+0ZFFTS1Zbb19Wnzsc1lbpu/WTfi+ibMOtv1Rx9dz4CUFT57q2LRrwV7d9QjVQIGTKK5H6Y0r7SylWe3wmVEP+x38E2SroaZQvCq+9+1jU8FZHGqLONYl4BNjrW6L/++LD/Nvg8MAvZ3AnbdyMjEzSvL8wUxeLcvV+YCJmJrubBzt+vce5W7Ji1zC1VTsMfaLLukxtIsMumoba3UO2DN1mlsZvgRh6mF61xHuvqAJN5r2GZqlhTj8Y7q1HpTMWv/ez0/Mqa8toT4dot5M6RrZKlH2sxf7s7Gbh80BsI+fXYBXfpVbdgM9wQUL0iGWOllAKjPFez9Fh3Q0JzOwqtp2UVtf7KN2NIXbD2RSLHfgeEE5ARkxqm7vV6CFYPBIi3kaYpFmHWcbzfhiFDi+Sksjci21CKBbIrFRk6WKoCKpSWd2a7nq9VmFaDYFuqLmVO2Nb3+wSE041GhUmvYqL8TYStV+S5vbXFSL11spovA7kldrikPLxRemc1dun5pV5ufqVUqBei+MWfzo4y3IQJD/rmp3F6Hjy8lDQolsoDNRtV0HTlk/x7C+74IPZ9C+M0odY8/NCNMr9zYN+RwGXXHd49f+F2o7S791vUlG4A7jaSFxPp5ctexUZmm1l74cLy/op7LkwUDhpuJlkzAOGFtyjoQRbgShgEAIIjMl58ham+5v9PMt50S88zlCr32unZrFjj7FJitau+IYJoIiaNGNTK/2WdpawyRuakNRkbbd02QlSZmU3UsNb9OOBssc115+dPATWebbpO7EZdOBIHPVaWnfeX/CpuRN8hcQqkQFtVqkIDUH1IpU6/ewVPXeI/Uz/foN38cGP36VqUJlEFAe7Rzf4deXIxAFt49RCtyuaxy2DGHqbuEtjKE6fBEvRVu5SRUYrpHyfotJh/mIIetmEkCLDns68YJy7PfOf3UmA0kYAVwmGng+fLKCNzZq0MsFIG06VObTVxqMIQEM1kT4npZvRpeLnR19pE6/uLzywNBe+zmGjoCxzaFWypJYmCrpOgBoC4DDggp0yhbj5CHEXaqqpayGoJXUGj5A+UbB7F+GTq80/inO7X6NBCEYc2ii9Rif1IIHGiFlchUXzC1kNChXpayFGrFWkFjNdkGsvHlzREEb7W0ol6gMVWW+Pagoy417jnsqXp8Nrr+AScUm7mATbqR5nlZaVlNrVXuCdDU5nG9UdQN6FuhVOsjtdmPARAK5RoVULOZymyCRoNWpzWbpQD0pzxhNWF7RuEvTmPj/QoyfVl9+jn3KjR/Ix1K1qswsLIqn+/2LOorxWpQofWY7znnwflmqAk3IJeOs0U3KtF62UhoBx/asfrbKaif2bWj3+5sgxfyxSSPShxOILEKXNM79DlkYHLk0mzPutZgSDHQKW9dz67MXDuwq6NSrGiiSHnbe8qi2ITZVHy9tEkbFcE2YnD90w/3/p38b0LxU/yF94CAvSkHnmuW7rrQapL18P/+6u8+9s2/SllcwWixsKJJ1p6AVCNu5fllfrBDx8rs9IeJjnYqnVfX8/A9g1x8RcjrUYltdOBQlJE/ecy6yqDmcfs9JwMv/DG3C6DKPijTauydFN8NhzYV6I20NGqlqgj9URTk23SpUs78mbHw90N9vzgsuRtgqTZX4yQ7WOu0O21EOp3Jxqt7+trlNqYzoXQYoetxsWxRSueXxne2eyecy7+LDfV73e02Zcs1tZHmOIlqQ5ViPpJrbduum12sMzCo1wOxsmw1iGtplVJkRax/UFKO1nwPGVO9GvxutXEapmiGTVXZtzTjx9xN/LrSvi69o8j5HPCp486x3ma0wbaZkKWqqqfgpZoq1vkSph3brl9dr2yWGjv3Bg+edFZm6ZzIrC/ynzhunF3hTty37cX3MvzK0j02cnojV0UwMwxvVuh2qk6bvXkHUZ0LXagFoTw62P6xSE5uYBs2fGtxE3DYxd3+gCPoq4usxyFajbCeZGudkw5Nd/rtaL9Y/ex+Cy5naj4sGnJhUsmsb+WsatrJ9LVbjaIx0G5b0OkkhvnuS1eKMqenEHx3zTb/W+akcuZSvinQ/kc37TeoieNfVeNbRjXfkmOIXszNMOY9XV6CFadKdli/BTddZF++XMj4ENklLfysb6VyXDf7ssL3oImwIQLqZg/2yeaKoSUO6Yw5thSpKXbUNtzdKjERGB02Net685bgMTeNv4cfPKvNGbXg3njhn8HSiDLYBYya1lYnzDW+27Cyv1MpERWCLCAQmd20S7W1Al1dzbfL9jbNuNYUS6xYhQ0MmTKYzffstWeyqIijFJMEKO8z3Z1vlFRgJYSXPdsCBn1AFlAsmHZRZCavKiElrQHZUDRF6U3W7UerUtWAWBorS2YYWogQRwf8Rjgxn5ZzmJaAlY5qzdxBEr5GKacl7siAXq4hcDmPfTGmpc4hSYrwR4Cdh92dQUPbXON8peMPN6NxRumi0FSxyBOoyqpQrYRyNC/V0GSrTsIeoJ5gkTSghVqSGQMPDgWOHB198Vzi7iBebsZi6ynIKusZKZOSO/VArolVk7ROadu2KRhU9GvDwHwKdTmt5abIMrWIBrGYZpdy6wp0hLQl66IJlue11inKugY0/uIivafTKtViyKHdu69deiVRre38Kvj63To78Md+y6+maPHuMrALxz71ljr8D49OUBvwB2EzQ8RBOJStUbgKoLqpt7IPnNg5ec+AGmpqEKJpBqelCzBCGYZTjXqg3sqZYXefNTm9ep2ee2KnNzmln6arR8ah0OpWQySMdsEUna5h4KHDHVsZR0+9wwymmJilSh1ofqnxa4L5+WlkTVO++I4WfL5+PNT4ulm8Wb2Mdu42KJIh+dsraqdjfycwG9lGOgO7se7eotJSgAYYt8HKVktukN0lZYioXq0Lj1oEQA/sNRPEOBw8NWleKioVyJhvTpqrikz4qsnNJvB8xXqjRYZY7e49hlCy2MAoGoV9v37I/cKd7LrYvfal3OklQ5Etb0oOGAj/IdnT3ZaJNk1ew9C9bqhYDaDaVQTIi4pJ4BuVxn2fb788VVi+LD54bJcklirxukqp9h5bNpIrJHifL2bnyEoEmKkBuAVKSmys0/+LC8WndilTKqAIqAEhhz95V3B52n5xebOiMnLLiKH//I1TT3+hLf/i7/s6SuYLENhoHLGQ1iKv6dQNjrFPiF0tKrOolWXINsI3MGTrRmXnbqB7zPvOB9FtAyLSYmtSJVaP/e7X2b1+XzKqPXe8K5tG3/ig/pG68rhIZYxel0+fgpU6qirIO2/cMM+GfcGAPdQEmgIHVtIyELfpJVHtmqnSTguRv513dptaU2kYzDqTXIT3uw53P/elHZpoUKYRw/YV9xK8CiopERML9G67QWyqgM0Sv5g4/MjE7dOzxRaPGWzIAGqd2zwRoCpOWzSl5Oz2c9JaDMk3P6q78G6LwU2nFkatsAUkWqu1MisbMWK9XEMVcdUoPFrpSZko22+yt7F7pRZIOtq/2uLw9FNnSsrMzCcMHX9V1oTQByfdPsI+PFIOTZfuLFvdQAlmy6L0ZM9eMUrE4eXX4NsPY2pCLb1t5rGifly7dxrMP6nVrB4033s/vHuUKDMPr968Ol2PF4HNrIxNegwwsrSQ15myQaqvAFQNQPNmEXkI5sub0P7Bg1h63tFpym6qM1DzM12G99cbh03tWodjLRrySnRT5yuOHq4sZ44ErDO18vaJe5amNwMcYEZrt7aaIzZ0CW7W46WHD+xeqYIMDLQZAFXSyjWhbY/84r3KqbOANwlYs8BvWsrTdsq4IWOiAJfLfoP40J/BOV7NV7FhfXhvi3zrTuveh3v5TLps4PlEWp+tZGgclhUbk8zxAAtoCUDod7i/9sDISx8tbnMYST21bxe5kEpYIbFupdwqI7c4qQVYWCBJA4ACAABpZMwawJbXwmM+3ZhQyvhQAXE3U5oqld+AgTZc26xXTaCjl5BRnfbTSkkUnN+62/f7C6uvaxKiPe2Z/oFuvlz7FEEIWuIsOFcGRAMJ/HcF+KzPA//GPNokHTeYeWtHtbq+EpcREHebPFjA0PPAhLxj8tY7iw4IMz26QwJBLbRA2CVKAjjQV0gld5yiMlsJSG5ce+fX5tYpvMvhFNjZN0InHjrgw8T81FqTBp1tDiAWc2SrZYO53mz/lLjiOfrPCvEx+s7257Y/9xbxEdXV5NyFs4HcexGT4jAe9SjOP/7u4afKCWUgfsM/1BLLpWK5CniGPcs3N9pHQWlLdG1DvBVljkVP2NSzKPjlT9t/90cNf6Lv3iQnXEFG2tFfT9FdBIPoS68vF8/mAQOBf5Q2f+bhYeX8hs8rnJ8FJncOgT5lJdTs7/StxiEUUn0A17iukZz19taqr9cmQJyMhlTIcO18vT1g8Afd7lxh3KRczikoTP/xF8uHDvTxFMFtxAXEYrZBNr0wz3AWVVM4IJNVFZzVJZEDHuu+jl6PAUXGD9/7mPmX3/qPBlHoIrVPPzDOmy2Jo3cVnV3OszeukWjPYx/fCLh+ew3p3v/M3skzOXDt30vEgd2iSBfTpEy7+YUcONkr+AuKWVVjFYD0icMjJJ0Gb5TpE3eZdJI9FtoiQHVUZOHDBw4h9d+cWb/Hi4zvFJ950PDJ99vP5pAYgecq+A7McvPlj17ZdoPRfgzpjM/cx7x1+6Zz82YaFAWUqLBdrc3GnpOkECoCJi7cTLU05ai9y2yz7jpy6NQ+R8zoa6Msst6OVojU/77YTopOKwltJ9NFIM3iMqVRzSazWDt5qKeVlUoKXnE3EkWBZJ2A197qSx3usffpBsrzFcDH4JbN8M1CUQM5FbiRKuyBgofd1Lto0Wm066sCVU59ZDXORWzf7/jFE3eGPshSNXb0lnxOrLraFjO9xL/OpF4LTw7iPfu8XIHbWKgADXHYW6uvQLxcas387B3q609PjKUXXmvafsoXfaLeWRCehGoJw5ljFrt+G1ncvy+wY7+rrW0pnx6rLgNcvqYOlBF95sq5HYHRPr9xkWfXapFhX+daftmFUAqpblHEA9bKx9EJKTFbDdpYvvzWaqjdN7i1gR7GSbs63tlRZkpIiFaaEJ0tpihs6PaNy3poLFsmc1zNZuRzCohXMZ2Bf5vZWsvyA3kgFgL6Hke8v/psZWLVcf169B+diRPg8ueK/R3QE11MKt6R5WUox3Sj8MIfWLefbGGIgMsNjNm3x/8P//TxczfWdOXML79x2QNxdVCoqSrYjdIxyKkATk378ZcedA5150k4yglbM8sGqKQhQj6l4+zi3BrrV6EoYjaV6L8hda8hzgU2+jY2OazapCZSDVVlI+W2SEAO2O7TV2sNt9XMkfhUtLAIcwtCkxcJm1nzqbUfXCrKEtD32BgyMu7uvPLs2k8vvNqVR5rxph64BAAIBcgMNLfYZ79u9LnNtjenEYMxg3t8kN7RY7QFu8wTHVwBmPn++752Y++BtuzNpUA7gO/tk2YYMx0pNuqADqtFUrOk3LlXN7Cx59V33/FhHbseHW5zd3sQrQYi3pEhd6V07Wa8nEjOl6vJ4irmc7YC3Vn39SGpcV4nAzd3jK3f2fUvW1fKmc1Ol7Ld1W4hyeT0rl9nDLdYrzhtsbXqhFR12RWLCYmvS6hOV26iUcDWIccqANKDNG3omBujIJ3LxHhjnK8QerNo7Nit8OnCnRHizApa9QU2OceJb30W+Nt/KxUR0dw6c5He/plHOj82qa6uemdWVnfZ9Ts87LfOMAf6KjPrum5ya6E8fMA0m8/Cu1yx1+PjE+5bBD6U4CsUPOc18QpHciKlYbkEZxkyVgo5cNJlb9UhDs7lmaDDulGotmmaouE7dhw9+ZO/VVlR30bhUQGzGb42Hcy9fMaTrDuO9cd4qdiQOQkf//qRDI6EwbZyS88Z7UUM+3E+DT5kuvdUZzP1jul0000D9waAaA1ercquR82WDK2PK1N1TUQlzAMdtivXp6T+IWJyEr21AtQMxHvv39j5wPZj/UOTvZYbyzXIR5x84F7jOwsihT80Cv1yMTxbbQXkPHP909Dm59LUZ8YG4xfi4WYsBDRQ1Nq38/BYdT4xgGqRiDQ+aLhTiPt87e7RDrDDv8XrLIiyvL7a2zegGA5/++38k89cziVTQqVuG+roaNN7dFquxr12OVGhLf02U7tH8Srq1ZBP2jVYv62P3JwbTWvmA3ETVPnMl3saIfmsQO2p9zVVXRPFY2y2zOgVlRdwk8CiFUjLV5ZM3i9feeGgNww8GYrHNhy3pQPdeqyUvvnv8O9FGoAvJvtMf6ze+5BlMqi9taIrL/Kiosm8iqp2b2xt06yPKQMULDBtMGTbrYFDSuyPYHVwTCcM7MZ7T71T7gFj0IK77fyxz/ebX0LC6CO3wNy1rpsZsh0rud2+kaThSnoN13kAvJopqY+ZzL5WcSZEB8GsL4G/rqr3YcbfxBbdlta4gvnuPjaDKHC45Kol6LweRNoRVB3sHWTSZr+9UI7C6aZUg/JOM9aiAemTd33nkU+8Sv/B5Cazcjycu3zwTKq1oFs+B/NKw/ev3Wu/LETteGODq2l8DUVUTt1uht8usj3uUhUUq0nwiW95ExXagpI9LPjZj5nevdboQ4w//t7nHJTuzOtXfvzWrUkEn19NNUK0Vo86WK5WExJl1dEBhOs1S4tjNLDGgSzf2OE22mX5OYIomHwNE/7eRqMKcH2AzqmawFxclXXhEtAwBlCxPmGF3Ho/oXOyDZGgNMyJLyQKQos4tbe7vjWDnMayrmlwfffjieU7yFGmFyhlFgA6iGqn7gY8H0L87vUdN0/oNaQoGg8M6KQ+Syek2vXhS+s4zXTDbmjYk1qhLR2CzdcFT6eQphkkKAvZCASQ32/aALbhpmcf3+u7f/SJAmxohpveNotFq3f5gxlWXCiwE8O6vMevrZp1+NZmNFwP5w6CjWFltn5obh39M9QxYArIRwLP8WkgvRRWyKUGdvPdbOMTCshgKtkBDweVzWjh3iPwzQ+gDjckNADMB/SOIfK6PG5zkxZ+pB+fmpX7bdyd5ZyXq4WStfZzeFQA35q3mk4+CJWNkFCXr+RtBDJepHUP7tmsN3R9w6BQyDR4Ww2I4i5PE2rMefN5jdK747+59MCLD8Rn02bBst2iZU5aZ6dYF6zyRpQXQSDL4ARmavGYE29WGHgluuv4aK5CK5imoKavPr732fv2XJ+p/O731+86uuPY1/8+KpXNOB26WCEgYnljy6i3Dj30OfviWoFNgblkaoWf6CZO34LwcYulvNFy2wJmGq9t1XocpZH+Zahw1Gz5WKxJl4Gx3aDOIE//L8Svs74HjJsXuC5ErhBiqwTQDDS8HaE3szeygLePInKMHkNuXV/CdP23+PTO0UBvQDh/pW4NwjbJ4h0Zr8PLldiVzE/LgAaowF88BGN0bYUpJYBqGICl/o5tSyW1c/49bcfBoL4m3qyMBf2oMejpNOhArUJVotHUhEmMl12COSjVhh58ZP7mXM2igSHCq+f1JMV9OJ3t1BB7s5jhAK7INmG5w0pYdQkg4UFVy3zfjlYlAgm2yg9YxIL01hsPn+pGS5qWd217svf0e9Nw07yeWoIBrcNPDLrg1PgXzpwBD1sjSO6sWOwtcp2XSPMR4L9EFtXZCaHMrdXXLNlt3WSPwb6Z5Um1GSVVAldtcpHdENIP7+k4vUDTufQhzEVJ0iIcMJGU7O6kgyNXI8Sveb4tQd+WDNGdR0YV02Tve8FW2EdrzngbUKQifD1RKw33jN6OL9fZcqcL82ED43zi2DD5atj3fw3hs27L6XxaVjFbm941WjEO21TeVPPo16ZLvA5ihEG23WBR4bMkAAEAAElEQVRk6g00nZ8uY2AJd8hyE80UVERz369/+su6e5Gzm29JLyqHyMnrYiqBpQ3OjlLDpPdd/9eGqjddb8DHesEiZ21mpYyp6lsseW0GmgBFELD0QAMn+lvrjYhckXCIHDTXLrZ++zfPjnUPbaT0J07WR/TVt84tV+NXAJ2tzpZzdidVbgEUmkryslcNLwGAhlcB9NjATvB+9g+nb322uHiPDP0knx0BvSho/QBU5ltrhyBdSG7sp9U1BulCxFhNP7lLqKp1CUcFF17cUu7e7/yzgHOp0TqdRJDUXOzmDSycwumN9NFmx1ceF9VC6/2/QWe/NTRLl1R4s3bi4IuR7nbW4nZs02pyoxi5MV9kYcHf4YIJPbFAeL6x0+F0tGYzepdZ7LLS4U6Dlmc31m2w4O4if3ZWzZ398H6rK8/L9z7SATVlPivMr0aFaxFXV3nl7OKbUbEGsximQRh7Ral7M8BXn9ON6p89Az38NlT84VyH+uMtt1a3YrekSnoKyvSbDtBtJK1nvn7RjNfULzw5QAmzJpXwdaiIHj+Ql2SDYXt7vUKiBoap18o2vdwqKC/N1w8YiA+rpjP1DvP/++bi1YK5bdjy4YdDhUjtSOjYt0zCHE5N9jlBvmv+xtpHldqpQ7P37xJ/syZ2qtA2M34rQ/SL8EGS+CDuMLfQzw7f/HV4c5mx6q0WtyEez2IaihMkF6UbKNCLiVEQlJtUMqS6TTIktoZJfdeJnWEm4D/p+b+vfDvLgclqYmN9OVNEbJTy4XxzsL2F1rUShLQNd4pnIrmlTBGF375Rc/raG+cyQJfRQ4Yjt6uMp1s/FGgD8TUgm7vD/WoKS6fUJ8eBGgYJR8XQK9JGBza0O6Av4MDctARBNRoSMwIpwhMd1FKRvp7H/txNsG3GaqkS6Ot9P6oXSCuS4h4ccKTsfjbgMV0/S7P/fzEAAABvXnl/O14zZHNNQAQEdvP2yxMH7y1WpK5oXaCRnft7+faR7bsHHf3o5lQ2nW2ZKE53ZJhdiHZ5zC2vNWoc1O0I2uSiH7OHS4nsepiRayoGBqu6IcSwSMhuK7ZebikzGcS6CfOtdooN3WzQp/re2sgNa7WrKenQ4vSlirsGFr9KMLjZ9dyxjlcig8HJiU/86H+jHLPbDWu0Rsj0G7sMWYsGzFA5hDjX9xTwu59jL35X+JfLCES39CWaHzGLElgpOY0B8/BAD8xrGM+p0ofnNwIAt4hAIlE29LnWWGvvuDmB9S6GgNXcnaLxdxsmoVh5TDp9V9bdt9sUQK47NeDDU4ZWJTUsi807+NWFyHS71yU1+voV+y4x0mzU3ptWWCjxXdD+/cQWryndMPr4dnd+6AfzcZuqqolKzTiSrpaQ4YYAuovsnTqpJAqoFBzcHp3/EIQAQAVN+3rz/sx//+b/Nk+g+1p7Mt+9lca4AiLYuAjmN+s24zpaV8xWZgzafaM6Z9G3pPXgza2banXHduDtOYEzAkPd+uQaky0UPUFWLVUYTtzf07cjgDHhvI5uZCLR9WSzLIFtCsLntC1Jc6rpcF4y2yFNBcBNxOQE19O8beTZj4ChLv78sweR7hvg62ujUTSzAyymwWw3Ri23kLdU7W+3jUQjhVJdDGnFLw7YzAR0+bbY7RJeOBd54WP3EJmt6Prsba62+0EzsvSfV2w/eORJ6TL3mSnoB4C4bt2GWe8tKLlf49+deHD/Y59oEqfndsGowCqJFZlPxPNFRXaZrUGDzSdYfN7d4xUhFv5obptvQLJQsF9nDrTXPlCdzsZoMxlLNU6MsCnKMHejMRCovXsr36arAXvH2yC+Mu64ncPyeHNPoFzkanNaUycEA3tO2v5t3wXcV6ya48j7EeT94AlP9O1CqcKfHKhyMWiHu+PLXxqoR9m5i0sEkH291Sifthy4f7jNiwBaUgKhMqowIdlsRuOraVEPrGSkJgq0GEDyOLG9Y5NS51yCAHQWO7ZoHSO//y8M/nPw2gG/v6PD0m9eTVZ4Ore1mIozI4mVLqdH77RE10JhKADWDDU41djxs5Nb/xMiUYP0q5mE3kra7C6bcnsr6bcZFIZLOARAp3AgkE1wbf7gY3ffO+J2w1YYTKds4fxb/zKd9tM770P3wDZJT25u1DJr1ay9trDCWHFPOMLEzNP1gtnQ2qYrtxtiPMyGUYuwMTeV0xn6PWosDWol0emXKFh2NOrerSy3DjY8nnFLq5GjB1eVd34ELC2pBz+lzK8VYX2vrd9vuV2FO8BmSc1BmKlKH0SwNCGtalR4Pf9wsEcviTYkT5E+KqhXOyyhLda/kejzjwTubLbMzVbL3mvED3bGzl6GcLWEEFqv1Pex/uGp9Xk9nlptBHz+gZa7w+s0AlTz2uUGwymUDanrdDfeirT3kyy90dtuSe3suvXinFyJLaY3cVKl4KZF1gyQGtNEA9DYZ1JjuHUMoqJ12oszjMxLm8tcttSxRidVNA92A0r5jq4Qq7JuBrj8iv5arbCfSZeQzonZ3xw0oPDwk1aLOb/YwDs97FhR6h/S7svb1taB6TXkYXqbnJ0FTBIS1EzdILrO65HA3v2GBtOslrvvGb76/jrCZekB1ZyyxMryvV5w1kinZcMBP5ARalfy2VKjFFuZ0VRGOoTbpDH3u83RgmWSvVvdWxLFzbhagskYyEFtzn6WWyqL6qiVn8C1RELdZUZuNqA/IdldKhcB4J62HcDw8bX5/I1SvmlvMxEuQdvvcy70doXY6/iNnKgHgO22blqMgTDQbSXjTXRov57g3tEfaNe/sXilVHN1q1YFAtdgFjRfeb0F8qB5gB24F0/eAtMdgfJmzNdhj2R0gwN8Yb3VPwlPRRUgaAPg8tE21/JSo1RWVmYr9xwK1lNJmF9vlsqtkqgYHQd36DwDbZmt6NZyIR5TYRGkZVUqgDWDliiie0Z6kpEVzd8VvuN4JXjkEu3vRMZ2qb/5l47Kmar227rmgomnjD1PDlgSaPF/wsJSSXkjW/qsyyoRzR+uxEAYf2GlfLyTfXm+MrBL8aUYZM/Ff7sSef5R7vKRj6nKK5AoDZKirTUoG23Sf3514KWFP5GpebtdWm22HAsb1VqhiZtQl6XX43UExiG7by0bEbLhQEOnH6LiGw2T2UjF0qjF5IU9eCNU4Dh1izP5hacOOdajhAlQwtMzoXBtZwdsVl1uvds72nUnZTOXqvuPUP7yYWnIM90wJtbKZjYBBSP/4OPXz/0J8Fnv/b8D7iKsxpRddL2W+tBuxHoG3LWzpR7eMTbqLbr6K92gIVmtaVw0XYxnEBut/fojaecBc63VKODk6FCv8ebkf9q27dkrPvLbl3dNr0/r6+y2U05bL21W2orInXKwwLNgqVLPmFpdXwTKgvPNNUMfnZHjcrJhpgKVMX9HGVc/bNWvJtgvDKZbTd2trL/fdfMG09GrA5s8Bol8Rmv3Wu7aefLzj2+zbvOFl+sDOuc77zGx2ebW7FYUbQ735uzmgZicbJQpuqnlZD7+wXId1S+JKbUk2+1Qw2g3R5pGpqPf4m7PFOdzSASUeoblSqRQaDHtQadi1tIbaUtR77P4pgg6F2rduFIZ2IA3bymXtoC2e3XvHRgabG0k3i7te3oQrmaMUymtoJ5qA65UtEiO3+aH87GmHlXfCK0NxJLOB+8q8nDGoohWxTmGFGpgm9fUZh64lp8anjTfH7X+5iPZYAkHFD1Fe58BHNW15B2EVmRwEOD1I/j4Ed1GFWnlS+5et5jIr38U0UyKG9Qb7961fLPO94mkJOGdpKs98MxetQFRP/3hGQJSdTxIURTPC3xDHnbLGa50aLvv1nRpoMcmRYpcrXVlqn5c5wkhDQJlkCWVxiANwv4gR/Uu8UODKZTOmCUmTxgfCFbj2Dl7sFf+zPBdvXddEFm1vDFQWLM8DJw/8+urqw3VuR85djeZzZGuspBeQcz6x+4+HF6vRRez1g5EbnZEbk1t61AnbGqTYAmDv0OVRXvP8+/zA72F8x/c1JByl6MHsXUt/OxkDYhvAt8MAsfUdBDisiJarraaLgRbLKfNNkePN+jVdPmFkteNWkR7SabfVgtPOdQMut+487MfXhcvsh+md4vA+zOlaLf/8YcGAEtQJWYhgyIm0nxjeGKPYel2+4gubjGZVtcHrVbmo9KyQ+hqc2ixWujDQpgDrR4irorWoya/iVhryNWflDw0ekafeapbF6mlaUooF/k6RnWpGmzGI+ty76RSICRxyCOGswNjoMeSZxklswHwLFsuNKspZuxAYCNRN7iNA7S6GYcjnMLFAAQBE1VFgQhzJP6VHYNfSd2pVmurGwZajyn2j3RsJZqDP+QsbtLHwLlfCYs7Lw9F0vkljSMAqdPmR3Cgq52RM5CiyC/NTz9yQvdTSj32mnLFwCIif6QxvpquFhq21eyEDqe6FM7QSRXfq3xw8cwfBY9paLmAOSyk27QBkk53Xy9EwEPbVdxmEOno7ZW6XO7vaZNVY4FA3ZNWXGPqKRjzUIyElCCPU1uSUKoLRhE5zedBhoGGTMMomVmck+NA7G67U4vxHr2+CncKodym7ZLKBIqRNqRerZt0tpeq5sL811fBf9qL1Hxmctjw0o8WYmkdIzLrssZ3WA99BWGvFqKd6W//XebzT1gvFBG9JAB5oVyHvf3D/tHY8GR7NtW4PCN2fu+otMXpuNkD+wZO9dp8/xxu6Z5IGg7/tpLQNcz8Vc9rtoflwbSbPn3A23qdbbcglZ3wRTQX2WDl2opWJet9H+t1FNBrfx999PXD5/56SlIU5yHbyvvV9oC/sJkTQdpgg7704M5vfe97YFaBSxlgpeg3WJXZ3MlV6c1Y/QomtU0E9p/am2cMjeVyK6EplFIVa1HJWp9LITarBmEFYYIvaWcrq2OmK72T/o6GaSu+bwCJIYyaWJ23uiQs2Nt8PuVs49DeiTjox2yA3boakaE331fsbcD2Od3M8CReSTUCXkOXOv23qxPfHBvkhRLfWr9QsLmQwHZrOtNYUJgACW8fcmiKvr6w9X/FysiBPXc9uc/7woWfncvu98JfdI0PgSfzM788i4p6rWGkgaZoaSMdL3CsHdQ53ZZMLt/VM0SIYPZGJkOYCbVImiCmIem7sCUug8Fw4V/ff/TrR8NN7cDRzsZGa0kmps/eSqZidb7cBQOMHcLrdZOZwE1Oa77OtJoFTT02hLlPdMfnqx3RarSgTnoMFy9v9uoDf4yDIs4fBKFbAHUPrn9ns2bT+F9rWg1uHRmp/9V7W5//7m/8O7CbEAArQCCL/pZ3K9OEafJv7R1sLR2zRa8E+40GWTl0bNvqrVVeqoUqjR2D9vnlSmQmNvHI7itXV3Ratqr3r9WNO7sNiWYaA1KkXPeYGOuob+HmKvLPf+X5wt2lVxK3GtMFze7Pt/aA5nGJM2rSlsSkEC1c4o9S0r1ECb6nP/rGxg0p0Yd6vwSP3DSs+qylultbf+dVxgEgpwU5v2T3prgzc6WuJxu9ftqbs+KkXj+2cme2Ka9yy/X2T056p5v1y5FdT46rW/WKlfMEkPkCtZtSwrdbA3bk2gUDQ6foJnbqYPe23W13zuYvBPnuw5XivHnutrbnCHB2qR4cxXPz/JYJDNyIpgV+k2VMq2I1nhCdGZOuP5suNQqlkgr8+K36IZ/Fub/NgXmKRBbCkIwoy7xqthInd7XtKmTvLCx3b2tbNAFwT2VHrnw9XB0ZHPuQ1W6taA0+mtBYg8uxNtznDwbvEWpEY3MoaDFozoOwsTmhj1XKMNJo26Vf+pHy9H77+9kHEf0KuR3qfXvVm+D0fVISvsbvxhrQYGbPI2vvKtyVdYSFYWihXLX2bBs42uP3tNBMiM5ronjzWrFkAQdtVou/b+yeXjpasAZBIJc3DDjoXMVcw5FdbUyF3tPRPDu3EvA5PSZg/6j1+mojnG/utZpdYuvtfCkNi5QaU6msWFfzpqRHTWXi0XQ2y8dyE6h0+KtWbzKfu1xzQeFlDcqer0bxvgDH/vkh9wxNMzbqLGo680IoqSKeMXPA5ahlMNrpTFYFJWwecffmIjrPiH5sD2t+eMddQoyYmTmoOlJt92/1Ledv3/3e9bH8QHwinDe873PDafkZZGf5pq948+EvhSMvW6J8qRCucXt3Kz/vHN0suP+UqAFrXd/bd/O7dxSQa7O7qtdygqRlS42JPnZJdB7qHf/bn77EvXhT4aIikgcEDtAMhkBDcDfIBPRXe7s9+3ZuKbZWtIHLqTxLb7AaJELWaqNlBmScpnp2G7u9zmL2CORJL4LvzcNf6fTuovIxVPkwUfaafE0Du3hu0dONFhFTlYh2IUbYp27WrApl7/6cRX5qgO4Q2hsFdt7YKJMURnNWvvbaluPpPmR63jeBwJxyNVRnKWJXJ1QkzGsbmskAmoeM3/npvyg9kz3ZWZdc/QxS+XBzeB9H3qPfDugbN/CLCYG62eQUSBVVzm6rr7J5viQP7ZyI8oy5SBcUzdjhmM8kqhTncnRoJYKqI0KXRAQ9y1OMwotYiRdxsl+OG3oJ4wFr8sdKEdL0ConADIpBICRjfltQAvOp/K0iXLyZP77PKGHIo5/w4JqwPUQ+c9J/8xryVig20hs8F8rF9Ia8EdqPCJSoH7KiZ9503HP/13M7tz//J9BhUSy47hY0roLFqrAuTK8AsCHQD7vdJiXajBTlI/fsOfmXJ8+9cc0t1qkbWyVWf3SyY3WhVBUQwtbxwXLi/hEqvtklkkZRw25GhCYUgLLIzvEv95vlQrb6Xq22BF6isc0xy0kawHINYwZSYyDWJdseA6HnHC2WM4gvb+hspYc07D06X5VRS0vtfaTtxvIWnEvaLKC1sb+74+tF/qfz0XeXIflb+/88CSPg0fuX4luJyjLOYM62QSjK0UF9LZ52Ddy9shwqvBa9Q9f0sHrnVovsNy9VVJet1HV3FyQalteqK7+8tmekZ2LCcWWlbg/qCvN1OwA7FMjc4OIQLqZa00Vw1K+vk1x079Dz/xPx75d8zEajqaxTwHoCGGgHiW54LczpeY6gNBsCdcquPFL3GrSogFirhv57zK8M8Fpacy0W83lGNO0bPNE25EZ33QinuJG+mTsGnaG7xxK/YFkL5bOgGBEzh3UWV9NqRskdw+bCCIPSIKtMvjhTyuriyEerb/V3zTXt8PsZ9XSj7biWK5vR0UDD4uV3ug0FzSOk+ZzCtAd8o8EuBdXzTEktbIYjsMlnmbB43B09HcE2i6Sem82DpNFc0voMCmS1NJeLvqG27HTFooS9VruTNRvxHJZTM0z9HofuWtqqRxv/NW49XTLE85kSaVjOryuxZiaSNUAoBqoDOqZv/y4glhRLDl0W0m7wN+Ybb3OMlcj13deR1wCdxXlmPn+ZM5ZrWSdATd8qqfu8S8u8NejOVtIdHZa7H9yxcKvAavzDXxgfpO6v7357tLKYakQ/pNpNLVdyOj6/baCybg4YcciV7gwtxWZt5U51exc79/o7eXlQ//W9kTe6AKzdxgHs1c38KXdjGmFvLUgg7yaJ+KWozaMDSNk4oPDJzqcPPPTdX3yHS8wTyzcEms/Xt7RoqqvLo7W3mG7rwF3jXe0eLuRasZof1zVvdDxeO3tpXGjeWqywEG5wGt2eQbZar/7uewul/LwITRLH93J79QDj6TPFOGEbkSnwplyMcfrBKqgXb2RZUS0bJGjT6gz0Bv5qt4CrUdkYvFzblAfR661KowwJJJtNlUCdM+80aXawzcJU1p7oArkamohKJbOsqW1Nfd83//XxSkPS4tftYE2uO4d3TRXPgL/GOh5lbyyKHMQGYbDR1BZUBF8DygGTssutlWsmC8vx8lY0TwY97rXL63aHgYu0auvXtKFAugzEX9kc2A7YhwxuN2U/0AN8WEg3ezcqpfjFeIUHTg3h0TzkBFEBQmBZgiSz1xz0k3WgqPBlILzU2MiCban6jEC4SVGrZweOYUYTtKOf2B6RdnQh7QI5Oy1UNPDNTzpnh/5z2r7v/DcV2KMIRa7C1zat3mbvIyrKNLKXgdhtZg2tJ3X9Xda+TivIMZ2l5meGnC/G+VRcA8TSUg1vpOs7XUpMxVDWnMzXVDmzE9NtdTpd6UrVq1tcmgtpKzdAGNB4AABkDPzU/jGiWagyCmQDobpxmw5MtvK7jH0WVwkgILZd2FiwN+SaUxmMaeGeet1mdM1O51lKrWxEtVao0+RdX38fAAG5VXC0DwQGjNHNegUTsy01WOU4tdZMlEVQTmL1yLWaxCoDu3o76cjWGg3txW5dKz60R7dV82z8LIO6+Tarx/Clw9d/vulShO4eAo+Xq+PgjQzUM2SaDtdaEyReLHoPOqM03LpRytNF/x7sN+vq/xtHel0C2YQe1BE3cxq3yRYgqo5xqgDDkBZFQYvZHq5J3CIcRgL+xUjt9pqNouwymfWYoNrWzCqyNQPRi8lqNWeQAEKHXjlXlAQ5SWWTXD1Z3JBdeACwvBOP16Jrh6Yd1AP+e5rOFVb3kjyHbD8ZDubn3QvZ+G0SLQVulgyLUjK9vT74ilZ2ETv1RMkIkQFer9DLzEyzAWWT5Vou19ndiw20EVhPd3t3Kt7cytJqi4tdWznx3BERqUG/n0dHvCC3FdjtzV8Sj5zS8CJ0c5nrMZX6izYTXUzCFYNCXpjlUD0/7MLeTNRGdY6azvG1bz6gUbU3zsO2zNo+18S0e2K5GneytTHVVPdAXxjt8vT6KAi5KiLRcvFmSDbiNdKi6vSQlQGaAmg64WeTjZ27etr63IS3b/SewMX3lwH7HlquZzE2B6jTyf58WQRXCzWypFZ0pETWEKUxuFTDQ+WrtviH164DgOEAwL/kyLe6tY/mbavr5pcLjs+a63/aqHLw4JYwZ5XrGUb3QFfu3Y3goP3uTz37g3v+WsQtFXXKHv43+g7FZnuAUhpQIuLKFuiXo195qv+JL8ZTlP35uXpo4dvp66Jr+Z4vTFwOlaUiSwWdPG1wcH3T8bfFWhnjNRFQ5tgPOaRB7Bi757EDxFsRa9GQiza6fIIoE3wFsI6O4piO1/QjxzqN29x1SKqu8rKLilUEKaOfaAphGsPrZrCJeVO7O25lK+lYpb8HtxCrdV08Xq96FLcoWo2dX3zz02+9WSbBaKcBY2s1soaoq+6j5iyUqxxXs3YE6yb8m610GUgFCZMecSRlm1XGjG5zKzK3JDXxnu7EjRRW2thSLYYB98S+bmFhyecxFUcsRavaaYRbGpC+sUmjkL4WJTbl1lzx8LaOt7fqA5xSE6XtgwCEYnUVn7T52UZY5VvfmAQSKNCtaLmsAmiMZEJ+eVkuCplnvNoPr2VOBBFyhm7I2t5DjumLDV4e/v1HWqazCgdDeaLOF9K6zgEe7RSnOBTqEwAWsAU9uixe5TR9h9/uNqFBHaXEX7ycrRaPDWVjxapWlaiu/lwo0zRqOyjLjVgyiPtj6eK+Ie9HMczUiAY/PcFfrNeqUYkGAUB7aPff6bFkVi8jxoynmRdlfVRkj6Fjh8ze3HyGQ2ptVAGuV4dR6rJSfIcMf7nTrA9jMNKKN2o0xxpRvZb74aDTN5dJn+i516NDux4+VvzZixKm8GtNQs/WUImH4DKo2c0OZis1OjZy+9qlpVI5c7nqC2KDZu1iuqUK7Knv3xWbqa5c2FL//spgL5D5p1HqPKQs8sMDyHsXcKpkQQp8rAjs18SOVvmtZWFLFRFaW70jO1F4VetEq+F4iVoMQWBQNDRZii4KHpaTUD+B7ZGY9arjqaNBKeBAYZ73j+YrnXBNDL17o8JsgLKg6+hsdHux6xrnYAplvsJB+742fnCzqZutbeZQr2342LFBLJK48A6T48G4qTxHGvQVgtRyfZqApC7NW5kMTxrsA0qERLo5ZHy8/ZHtoJ7q2CTA0OU7mZjEuklSV1xYLZC0Tkf6xruHIV/Qa++32vx0MlfeTBiDpqF+W0bfUwSw0GsLk/sGbNlC6s0VYrhT09vNnYb4zIceVKyzuiPW4lRFu18FKg6zl8WWscxHFUuvV2zmRFGxTmTQLZPrpFe6vW5c/KBmHpOxXsLX0WHrz/fH8R17B1MZ3cx8bK1RrDezbTrxxlw26HHDg1RdQXqreIB0sB29PQZZsNoblKscXQMsaOTq0kpztlwqz/HdxAesDWa3KlFtANS38lgpKOaSop5vP2hOLOSsn/mtQLL1l/8GECSisGTcJutwmnFraryM5CTPiHezEIeTGugyc6/H0J3OT/ztd3pU/Y3kGkhFRugloJQXdablnA1TjmWUDpf8gaHUNRz+sw9fN5ss1TvZBNUPHT/hXFppLlybHx5rM+4il/hsl8uWyCyZ76qnfypZSONf/81XfvCrn4Syc0bJADVG9Hon1VhvN4NhoxliVfsg5vB5DW6v5Xh3q1JpiVB9TZWdulQox+UbTEyohRpBrXnbAjXj+l1PcB30AhVEW+MqOKfZtAZlUrK4Vpd7/N/+5ukLjUiWpqQKqeoKVcBeVsumoJhNtoHpF8i+F/kEx4QaQOEI0g6Cfh/p5RVxvZnIFYrOLuv40KO0wQym4zhh2eLr/K2tYruD4OxcrJ6fXps8NtjyughYlxE9A26bijScxYZyXuWy6R0AjBlBM4xHGIdf49o6a3VYbzbg42bRchjTiyQOcz59y1EHmyJAVVtMVL7RhK+z3JoKbuelhzH0+1fzj3t1CVvXRI9RvbCUtBTq5iSGGuuboBJL6vfscPKNcsUIcHUxODL0me3bGoif0LZ32VvT0467bOEX49Pv1Q4GrDRZur2VPO5gTQQxU2bHUY+/H1iIqpiTC27rSmwUWi/kFLWhM2lNEBobHOoOfnRukbVVegiFSucVnJJrIP4TPj+aM41+TNeUIpU/4ajR8jxbqpJxRGRKmE/RBZ7U0tfkGoAotNRaKWo1Vbzbcnhfz07FkDz/83SZtvA+anDMvLpRrmbyHKtAMtc7YVA7LbFyw2HTjQmC0G2xe6VGTEdSHFBr3P7BBcEDuY8Ol+pMyocBX0zede+g2FsLSazm5dOyNrjDcvH9WG+P5fmLSd4NOEiNdyAsL/LfPM6MjZJn7CLHF4nphTWZQKEeRcEgGG4h3cOyvFvLL4kXE7XmaljtDfoSKhXmqgbJ4fKBQbI6xT147N6zb12ZwxV3xd9ltRucOMpAiyJ9JceWa0K2HiP7fB26gOPYrhLsCrGF34M6qZhbBtJlUUZ26axOr614JhWfZtl8faFBucOexK0c1UcugQKsyLAFkGjpxmbVYjTiFl1nh9XU09Uqo9lMPh9p1OgU7tcNB/rbdh9pLhWmz19JX1i2tvmoAu3fN5aa3ZrcYXj5WyuPPzUUutqSup21q1eHTbhAGPlmwgw6qoLzKYLSGq0pXCZZm18f3lhyLr+fTKCtfz1mHXjWwfG+W5HsT89vKCaysirBjBjP1NRyslSt0E1ldLA3Vya6snD753dSgu5Qz/7gLvM777zT3emvbhTiLUEygYszW1YNqRb4gIWP0pUMTGGjeC5XlsusYTOtasTYfq85Y1lDh0v2J1oECz+7TiaWW0AMyDsbsTp1Oa1+aleuC0Jvb2g7PPztGrDZIPYOwiOefXsm+1ComorrY0uNtTnoTAnut+0yFF65LJTLJlT7AsT13frd7mQfa735wwkX890Pmh/E33W7TNt3HgyOjfj0KhbEeMmeSsuw8Iw+cOTgHuO1X93kMw0NQGnoACOaUTObc/eo06W+DqeYlW0Hewmv1b2nP3Z5hauBzJgjnQlX4SZQKIMRybkO6QqoTPLq+gan4+kvXYZaKVMDHE5XF0kQsWmIH0wXBwee/rbYwGdvrmAsZBXolXVA19IPsxjYgNZFpx+uOJHKVwatTqD9mVWwoUfW6JIkNkl71ebs7gwOkF6dxMndSgXpFG9uSGS5JKhS6czVZnev2dxowBo8ZEUBwGkyAl5oa6lx+91WLrkq2zXZamwCoksSmjy+LyBBMCKKgtWqWjm0ZgAlRjGplMNlylOFQats4qmKVSI0qlmGDhECZsWuRMBVlZTUGjYxuY5Ypy83NCGj8uuGG1WGRFVhDRzykwxktSB6nT7Sf2jEy/TGq90Du4ZIqbyx5mgIWV46fNzjCAkv3qwd9nmeMimX6lkF1t/d3tVjUucgYLsfi62WzbaqijruuptaTGQ0veUbYyMaiL3zzhmPU4/QqbogoGSuBNAJxfs9aLy3PQu0meStA81OpkbfccHAuBr/j15U6PpcSBn+rPvHPN/xDabkhMA21fAwufcekZEM12cWLc1EAGwvFdN1Jo5UzaRUhzGF7XK72107OzmfqSN56XaddkO7d1JzH1QibNNOQA6Qajw2Dqxn469f1fe1Eayuu2s8biE89ZZDByxEmx0BPFSyc6BfrcGGSxXLn2khHq1GZdPRHuO9j9T/fWYwWQ6X+W4O8BgsGyIbAQS9CeqBVMVBwhpXrFYmRoI8S+ZxcZACquPCXJZp5MONZN0guyePdWh2fu3nq2slhpKzYrS08cvyjoGgJNVarUpFqtsFfw7r4NejOikljfs6Dg9RkRQzg4BSEXGH7Yzez8ucM2hAodKGSPJ93HkL6jBW7TgwV7T89t1qkNTMetHhd3nsPoeZyqZBscjluUiSV3Zvc/jaOoLopEjg3h7w3W+sHfvGQ2W958Xn3nroE+N79til1ebdDgi0O9YcQn8j0veY/c55dgAqrJE4JBLHDGK8ziZZel1tDOioZrQ5RmD3P+j59ZQ62afirsDybeqjqw3Kuw80MUsbtIvPoJS2lmqJmLlYY4QBnXd/+2C7O3ejFHy8g9jtIlXS5msDTNxGqCjxZU1qmtuU9J2K4u3k8QZP1SNFMHeDsfF8YStrBwTXdmPvtpFzP9EmDjivvv9Ws88GuDz4G9MdA7r6rJbr39McyeToNb6SkhVKeTtPDptaNCTNhr/wrw+WIisKJ530MFfvhLhQ0aDWaDGnGNQn9vb/y2k/1PMvhUZmQcoU3p/CFko+na9SykkqncrRe5GyiW0Y2v2yES3PlnAMS57fcPT5Pjz9b47elh0DKjEAPtrx6tm5Rz+9K3Q5hx4e6yJEYp+v2u1FeXrl5vLVeKMtYJOn0lsbKUAm2Rt06U5sT0+/TsGGxsob0WxlvzGxu6ZJAHpR04MAb9aydeBMWXfyyHOk5ognc1aXohWR0x8tGlvMUM/90S2LheBANfu+IqIUKNXagaL/oF65OCAbZNnTZsfB6moKo9eSBp3d44AzmWJoHQg6McXmQG2oDBCtSlGqCQaDjW9CPEWu1/VOU8Mc0LZ/Tfjg24W7Rh1z0Vqj0bLbhS6XOc4TMCM+ftIrelCeBjrMClKRff1MvSHfWGg2avD2viDLhb0dmG2ni1mr6y0Bk4aedFdvrSglohfNIn44lsAZJtWSzIguvtqCnERToDZayYmxA12+MatWbjGlEQpjY5sCM3KXGczgrt9vVm+spBPlk4AsC/yUjHQryKSt73KoOrA32KOQzAodq4Ymdhj1kmO9vEmi5j5/p2fQGVsr9gb9i7Ob17VQp7mjCJNyjTko149uXyU+rqp77yIfOty5GSPfzO2IM2xOg9fw9OIeCbRuUcpfeKJWYt9CWYcpVoqzwZ3orYq6HuXbgtGZ1UK/CU0OkOlFRdJDoIPq9HZb+/0uwhJppHbs7V1cal29lB7tdEk59vaa0g61TK9OM0P6vkFHUxSMGaV8QNdazJvtjkyIMU+AubXiO5czR75xYiQtHN/JRdTsd2lx5KLu5cRl8hb5zMbzZbHQKwK1rs7IJuTjoQpRi+fyE51gj6RMkwabix12YFfOZDz7dWK7ncsUkbxqcrn1ZkyomL/3N78sb0ndBCwbdbIgd3vdXrcf7RwxzE4Tethldbu9HdHFylYsoWmMxyM4wk1aQ4YsVoknEAxWLJoOb3fWs9F6ydUmmtsRy4RNIjHOFQg8tFfe4YzOZ2uSCCQ0skyXV2YYF150DHv8bit+tSpD+sHxUQ1Elm7PS4362F+dgnSGqoXb9owz8NDwp78w+/V+X/unJ+BM+L5JNZ/XYJm3mf16LrdDsItyLVQXLCzU19Z3DVQ9Ea/NhQmbd76/aF9HWUsop/33zLUMcfCRXUfu6b/40xeuZWJXE3EVRxGdGTYC3KBD15Q6q5jpkW0as6y0Cm//8beCvn13AJu7kNRbNUFnMUpAKJzGx3SRSlFZCRt2qu2rjk/86+fi2wbmXv4o+PV/tncYLBq+d7fXPh+CHbqboFBPNyEGVyyAwb4GlmT6xpZ3ADQK7rJdYzWUW6uBVqDjb/8M6NcdJNu1zfJv//d2+2y8TW+N02xGi0eOAX/119Bfb/90gZZfbsgu5DfJG3cYbuJ85tCnAHkDcNUA6QhlQuw93eN+i4bcLCS5Ij3iWVifekFvgDJrJlzlXd5R8OLWrr0dqtW8/94TLRQlDXhkK8svRukh7d13pvc+uCMXLi9eCBs9RvDWJkC3Bnf1ds23/KX4K+EF5LuI+k34dY3ejQCf6gDmV8A1Fl7ydB2Y7KsmldmZsMnTMknCVKHp7LL40/Q7W3OHEatJFEHQFPBse7106yiaahHcCEb+6tb7uM67vFbX2kmbE4P6vEhrfXmO6x9uP/EgtrqaBgp1OFexkBKoQoW4dOIvjltQHQnLOrDmWabDDe7W9Epis7IGAqN67d4hPFkxZBPM4BDqcdKVnMGYzTl7Fb1Rx5ISQtWH9sg/vgzQW2rnvua1K3CbUfYdhyBPMBizkA7mJ5vFLRH9rI7w9eoyjgJ9el6oVRWQJgN2HOaVK1XxgLMTyw/4h5Mk5kNQ5lZjupnv1esjd8TJ411h3n13B3Kx7gzXCnZG+IbB+nrLJBbUb/QbExUtTst6c6W3Ia0mlF6bEI5ktrmkFou899pmr8cVj1W26aU/t3nOSimCb33aQD086ka65fcKEwOBU1F4ZGTisMPTAn5Rs8l5gBntod/Ia/oPyc7z1RCJLEZ0NkcT6VXEuTJ2830r78RWNzkRBeiRyQAuGCULZ2k6QaXt5BgG2hpgSVH4hduZpXWp9wFPbpGmOXLPJMiU4I4+C9qU0iSo6+/w48DaS6u++9x10Olo5XgeTXtA8PvshHPWumKCLxXbSsDzY8Cd82BuPzQGGoSRJnCWten0aFn5Kul5UU6Sso6DTV4K252tfOl6U8aw3yUWEdjALTbxSB4RZFIk+ZaYL7a69VhnR8vmMKXCIp9uCiwfztCaYOof5mt92y2MYjYRNszUMQGZue1iuq7525biQDTaVA3GWC2CUA6tUkHiaQNqJrFDtr5FTAeRUg0hCGO94G3QrMRspnPFVLoqM4pEeOz6dnzCDbbY0i0NHd834TaXsg3OKOQXNroDvkcmtsHN1vVXzwUJ1VJOndrZl25oEUG5crb6Tw/bxYgdCJiHR+HmorV30DxzszpE4R/J5qVU8RgGf+WoT/c/D+EvV4w/B/YPdUPjbmW9qnOJ67MfLMytgjozjSs8gMNMQ2c3BUaHhpwjablmcvlMqcqur3/jrdPnNZlmWol3b6s6C2VoIA6rYUPhjc4AjCaCTMj4mHHlTL3n1NEumJyspHXHY7qXO9Ov1IqEBLTKSbdmhJddiL0dleIZe26O6wja6jPZgeHeSu4O3OfR366xLUBxYEC+dF9LvqtlvvqHW1K4th1hS4Lh6gLp1UyH3OmsRfN/JMV+X37mvxIVy8ZA9yoTX8mJ1ADQdxhQ38T2sgPduKFjKl2zWuyyye9xBrvlSMSADYz06qP1DQIkO3raOzqwIIF19ih894kx31up9aiQj82stz/iOfdarHdsyLxcuTyb9NhRgyzU4sbDAXtPslUqWD9nJL70i4XjHwM0oAEA1tMaZ+lgWpPupnzcUnXj68JqKd9ScbGmkrLZlCtJjHXNRvmEtcsM5ALkCYWIZ4UO5x7BXLiergEaFTB3lUAZtxogtiAuCYAalnXS6AlHkK1tXlJhlEdknqXAUhXMFITeHcOcw4YyKA/Aci5XkIHEZm2yQ3NxfXguXwKUt2fSE51EYFyfCUudE1adm/XhJIGwEI2YjuEVvpRzgc99FtgbBGOL2UdPgM/PgTNnErRoSK0lKizIG43PPPlE+/aByHoGLGSAnUYqL5tySDMXFps8aPRJ9U2206OW8pSIxKtpmS+W68kQTg619Wz8MndqzD97zVcnY8MoEK25wYrxXpvrsF9uoiU973VxG++zHCQ3xIpcMXTCqPP/IwguACQ7CIMBP5dx152ddd/b29tzt+TinqDBUrQtUkppaUsFSoG/LVBaKC0EDXFPLpfLua+7zo67z3N/7/++BmoR8wWAd1ik9YCqZTTXejL5qYDS3e4ubThEXnl23vmln/gzFFKuwxdenP/zPWP++zixfqMUF/8Ke/NdSfpdLaATPsU2mKWnEShUhKiWkrWh8lbRYKSmGu0DtuczKm7uNNpqxsnDd+1s7wjB0s2puNbgMAMZ7/LdfKPAg7xhwMWCDAHoton2zAsKiufWZrSBEBzCWjjPZ/P3DLqui2jFKO06QkoWsikBtrcRbssQa9r9bSPmXhvgaJItk6PdKkqYpdlieC6mybvw8XmN8NAYCgp/6kdzAz3q/d3OjYLSssoaxbXocp1KZUHE4DdKBeZNHHchgFJDeUJVRZeh2qyAEk/y9PatbMZhcvbxBZmrG41cIm/sqrQ5Bv3kKL0spXFCQlIcSdoJIUlvltBsNt5WJfytKooY9u4QwSdgBa2CcmaOknE5dGIwaPhk3JXK5tfWjWj/0KjPJoTMhYUkNJ0c/8vTTqs7M7VqGtOCvS3dE3znv9+4f+/um+s1LGrv2t/+alYos+indDWcpxz73Y0NwGvxLJfZh6NuMcP8SpJvbtYfeu7l9AfkKCe2P7VH7e3n3anijcnrW4whbldySRGSXKRHYiUvbPPtn9i756Dj2mK6D+ZxbOP913aF7GnItv7GspysYSGLCICOoPXwDkgzcUXERxxVlq5PEfrenWx2S6GwRm9E9GynvdK8iEyAmleBTGqy0nIoks1LriaWzN5+O+RM1bNrLZHMi70eMI4QEKibMlrbmYlj33pyV0OTD/t5YOqt35tKbM+gQ0i2YP7Ntf1t+o2PVH5wrkruteN9I4Wcm1NaIXizG+C2YS3gbtdGhyZzRFqsFwqbfUO7URFDXH1AMZHdrLc7/IH+oCRkxZbkPT6RitU8u/u/c/4OVy3RdiXS3/9OjPI3EtqBodd/OOsMhx0yyMzUQpJe5D2FjbHPWR59+2/b1p/wLgG/BgCFEhrvIa5pdu/9h9qKc9XIWbCC+o0Jp3ZpdXO6DBw/2L/LvH2zvDKt4uFdo352TwC4MbuhkR07LZaXGvl9EXlTgWrxXLjT2+DYOlM2dWhu0moOIfjUKilB+7v2xRLZqlyvZQDKMOxtEcfBE22q04yrQkLX9FoBAkQpc+65BVxh+jp9AZFvG4iksg1XnT+0x2kBGLBFensIRkO9R3S9o/ZvZaB1CP7GQZX6JSJnAB0GTsn6L8pqk5GOHA3MLDAy6BufGC4imu4LdTeaMGURtzRAqmhhxEJECtmWs93sFKubm4l0LmPpba5teFqLvFm4XrC88blHn3IPHLGh3r8bYH++nNzr6rhYXPi6DPggnM81MiWpDrR3Gb7z9hhAVbYa0Jg/aIZKG9utDwXN1S1lnlFJYPtfxgK/TJZWxWpGolbR6K+mJOE/45/9i2z8pWzwABH09eizPTg0lQNrp3ToERCegnMttNNe1bNAw234NvXuB+TxfE99vrjOsC1wa7qEOVW332Oxg76h3Y/dI2bE6VzSNeQtvE0nW/VkuRkccSGsbWajVKfVUQIaRH3xds2VqwW9VnZPr/jy8gmfOe9DMgKj5Kx3fXLf/5kbsy152C19+FHL+oodiFVH+NvG94CCBhxRvlPE3kO1Skm4flOpfKZ3z7W0PyxzMGyv3N/2mf4OCwT9rl7WAHsj6NAkAFV00I2NjyHNZkigCJUDZlbTBYDGQR6QgCZi78xulSRLao5CENYJGZX5otNik4xmHQb0MX6zXFqb3WTCpMp5kQqjEfWsRYNtNayjHmcJqKAptjTsPT8DTPRSpqClJHeMO2kGqdQQUMpna1suIjR2z57Ovu6VqVVwTiFRsHckoLPwrh1dgm1WWl9EOZDzwtguD2zDo+36ytvLh46PFCcrvv2tDwzzxqr2lx69nK05XD1cLTldzK7orS0cvh8Wt56j1mvabTii/+dq/xAjODXIJTtQMVvKKVjWUDUQ8DsG+vZOdEe3ZfCMePIL95+bvbI8VXOc2t2QWfnyEt7bJ9F8ydziLmzXzc6m1Du2w7PXbtyI0wNwN2aFZtar/W3JDKKGm4BZYjdx0SkylQZUsTIomMlNGsm+NhhkHAg/9W4KwWw9jlrIP5BdK5tJQD7oa1wuB6Kd1jtLF/9I6RaKzGx5hWzAj07V9DnWuA8gn8qwL7zQZ7n3o/ywXfqjxW7u1ayhfC37mvVnn+o81dZjudQlSxszplW+YBaLK7EHP/nUPruhOqPGoLYocT6pjHaFB8ZOt3kOu7TVq7+8iHYFg7u7Ey++k7VThZnJgZOd0/9zEWQ1m8HlrizCZZvpG/d0Pt5h+XRYHGj7ZzNc+fm/3P+nU+9WZxATpt8iKG/0/U5yf12WoyJYXuwoDc0VlTMnx8ottdziMQ98/AQwc2d9Q20sEFbcawsy1MVMqt0LvJ2qmUnkmP/eBTrmc1cadVmq0yIoB+MIKcOwwYGZa1ZEX+eMARtuOX2SGfX2I7yHxBdbBlDY5jHaaLD8FqWGrAOdrmZCKWuQWK8OjqPqNg+CBMRSO/c4s3NM517WsPFIj3GnD5jV1cIWsDMfdV0uf9gpqwWJNHyfe2jsx5dipv6Jgf330A0KSGWPjx4vfecM9PoNfTQ1f82Al68KTtri7TURDkEvrzEyVyoDBePQ3R/e8YUD8pt3bjXfnPrfWw/s6T98POqRDx9ct47XeWunM4xNUa0uvez0E82iuLJl9DItpWiAnhbljEqtmqChxq8z1BgofGZAJauWKyXB0WG18xwHyEPl7Jc/e+YHb8QDn+af3F0f3DOgPn8Wgjm5D4vAdjxVmMkgND9cEywpQmwKyrpR6AYtq7KeWbdZQROgVw1DFaViU+BbdP/fPvjkE3uOPLv5/kAbvTiZKYqsQcD9vdFstpSJ0yqMR8ZwL6VDkgzaZRJz1kpQ5Wd3Hh/sUERBiNXJB8lpRdq/H3rcSFUycs5tTY3y7lvcPPincgaozwN+N5Ju7LLQWzAgyaz3YMS8UrESMJQAcoq9rbRPfGm5iNRs3cN4yYNqbKPBCrisWQ1zrdJIrpV39vrTsLWn295Rtym0VMdM7X3+gM+DucH9ptDaBqOVUY0was0ShQCkzeIjo4UsZ/P1ALdnwDYPMvXs3PCYCTVsGyZzEQyHQ4eQ/Wpsa5KKZcNm0NaNxjWguFlsyIYkrIiA5hrs7xjo8IKmVqwAovz668t7//IkcuSEkwbEZoFb1YaOPlFonSdnFw5a/StNE4iT/cd39hCFBiS2B6DlmvmxU8pGXuy626dsrlt6bYczK2Kw3xyr7+10NJpADDKUvtB4RN7aXC8CNIzKCojVOM0R9ErmEIZAA7i96R7rvr+rts6oSiXSucPlrM+8Mw3AevddhyrzMTTgLecaSGcvt7a5+aNE/3/eX0f8Y9WOaUWiGESj+HkBGkDjFEaIcUmyWUoUZXYGu2qpKzW1zWmRm0ZMlpEya9QFrNtUypctoUjFgqIC1Ti3bmlzffapR7oA86FnlKmfvjY/S9WaTW5bxuGI1fC/DmRjm3h1198gmAP62k0I2VY78p3tD7AMRYEbjJmsL/DOK1tzWownWYMk2gnT/DsLp8+4cHjw9QRvr8XJ6OD+8Z2kuU1hSwkTX7MiPqRy7s11KIwmLk5aB+yrV+tUTOrtxQuXbjjcY8N/+feeB9tNaz+/+y6Q8japa259inig+EPHx06/I4nUNdA6uLuWN3Pb61I5ZmVBJNc69fjB1gZvV5sNC2Yy1MRaNTLahajhcmxjyAtRHNXESYdh7EJcS7R0Xp/x2EClIQEAjHOaJpiacLCGoJgS7wI0ZhTtP+YjgX4v0GEoqkRD+Vy9WK2YyCY1V1esusWFhkUlMVPrN+MhO1VoWLi8dmDQhgnKUL8zMZ0fnLCpg5xWA56tAuthRDPc0bayMrn927qZEog0re0+3geP7DrVd4xWUFqSCnc2kPGd+I5OfKviJCCrlLdZOda1V2nGUNARAclSBjDVky2cblgsB/xr3/3IN9otbZZPHuqHbkO3hJGndzNL3Y/1zpEddc16GcWt8+8PrYADPuP5HW5xuZYPwCyrtHyGm6/r2zV5lMA7/OKZHjRZEt+hgY8ftrw6VQ449EMDvvNs49aVS5Igbr009/RT1M/+On1wDLcrcsjXwRSqSScC0uYzJnRWVs7KVdyG1qVWd0higAbZwFykGSgBCGhABqDyzK62iN9vunXhA0KK34gxUVXLERLWoDfjKmrHgxFnpqak1vKRQEjiLMXZLCI3sWDgyMF9Uh94c2bx0DD+/vPl/bjxsLfy0HnZCQAdC0JDgd9pnG5/5PsHbwBjjWzKEGqVRIHzClgnGQQouCnJBKGtCkDZPCjcKnEFi6cXVG4lS4JCOnIChGFWleB0hpXNw+3e7RhVF1gHzXeYpCkJIQihD9DdilWp6Jmi0gmTkyYNlhjZAOs8vOfk4WoNqsiOYjmjGbiJEZDIqUf+6j8fiL+4NnXlTZfFvPv4M08/4QkP17L8Mv+7RXorT6gW3YzhpABgWFu71+8PtSiNEhoQKNQazdDObr/ijQIsY4cvndvafXDsKtM8NBiuMvm23fvEt2dws+453rP6s6WhkT57GEvEyx6XtEjLMiqTChrwh3NrwLkK8StXMQjeCveG21nV9FgPZcZeqEnJua35pgy7zG1drlqNObR3uOueUWk10WaByHW+0huRigmHs316Zh27LyhMly78+wfkDlObAxgNjk/+YFJyBwYicP536dOfd28RZq2k13ItpcB5HXQt4rbpRq5A2dRyS2m3QMTZxQakKiEzXSk1VIOtF6S7dnnnk7VKk3OgVbZMI4iAI4AZDAcEnb2+9IuzG90dxKmjzrdeTU5BoU09RRtrMqih0a/IysnWf/zO2fsms3RLk4OGLRh2eWM6wUDSm2WA5BoKIJ6nZ6yYu1sL7/GXuq2eAm0/MGibSkejo2d064B5CEiUs7MLWQWRNuMcPbnuu6vTBNc9GTh16Yo54oFTUt+pT+x46hNpyA3cvpr6f2/9Ww5c+ucx/C887oO3+nN/OOpVPnYe+MdnizHutvWJfwEXOzPgdD/z7uDD0K33Pjh14vCLV5HxQTBFS9F7fPGLKZBmDh/uWZ3bssCKzaJe0qth3BQx+YMtBIArBZ0DNUNmWr0kIgJABWvc4dF1Aug48yGIr0EIRMuymgHVVmqKk0w2uTnJmAgSpAsNQAu6+FG3lWsYi0Xoy6eQrVU+HDJ7FKZFm/qHfLoVkirgO1VSeLzf0F13aR0/1P5APiLdOod/V2wcJ92f/Ky7YezGMlI1VYylS+52wpysvPjHi02WaiiP7DumBGYqZZemYu1RB11eps1Ra8OMWuNMBa/MnJv0EBJrrKbe4reQ4lfHLaGxPvxAUD8xBJxLYLbByu+hNmNIVuyvKdHjGHYYmP6V1Y7xsMTYBiGzv73xzw94fv8Ot1alUiz7xIOhuZW8ZAFu+swpTvRFsMiejsr/Zleb0h/PNj1BW7uRnN6CUMrN6h4L11QtrWkALuTYOL9i8hCMIpbscpptUZJFoagoZuvHOq6wS5oBdtmNViupycHcVNptUPOqqtXFSg0djti2q+JWjfe2eRoKkwTttUSjD1e8j3WkVTz1+qZTsIcgvPwu77eADcXQ3tARN9EzDjUO9b5u/7bGnmr8FPgLxPi2L9L1oJB9fm6LN2Rd8LONNO0N6MQVVQYATNvVLqDzx3OpdckkFCjEBFutVTnXmtwyQm1WkNaXC40ookQE0AmTG0AYUutREbm0Ft8XUo71RcodvlZNeDxbL7I9CcC2f6dLszvBZE0Hw4YSADweDaogYw/s3xvoBE/BX8u9ssrd2nj57/7rtcBTj+07HCHx7hHnJ0++9JuL707OV7NwmwOS2syFlg5x2zkfRAguX7gt1Hc0X9bQIofeXlak5uwx34hz782l4tipQ7JctYaboGbZfi2GB0PeXvXqxdqRfabEmnj3eFuMDFjo9Q+WG6Onun78XsKn0eCZTuOLh1OPTr73d9eQQ17DAZrtAiegZo4pgObjTx880t2707Oz9qGTkpjZeOVSpTof3DOUWyhGe4NTz87mPWrkbotJM7YXy2K6EhiXKiq23ADZNOuqAnwN1YGRYW1yAwKohFajtHAUUpOSAVjVvKxbGFxsmVXtSlUz8SqLgWY27bEOcWXaMFAU0FGXSaoLBmL54V9+bBfMIF44cgZOpxovPVfiSOgeotHNSPbewDXSjzh708s8edpOz6chX4A3g6nmSsSIRF1uC7OdUSqC29ndwD/pP3FNLG618Lu3a/D1xdEz9xauIHbTYWBggDBrXK7uDOPeILRxO8mXC1AIL79+PV5rcaM2645g0OfR5MCTj+9548VzXV8Pm2ZvfArv+JGXbLmzAhz+mz1XdgmvF74BH57SOnM2ot3GVLd94kaZXs0/GHqdrnsq6bmL5PEP7abT9f6xrvNvLfb0+zDcf/laMrIroNxs5RqGLRDKGfwiH7NqZrKBU4BmANB/RsZmmdh7Jg/TpCkDdnQ90JwLcoQDsTd9bH25ROlY0dnUlFwND/uRTLHMQ+MuS21DkKyYH6ce2GeZvKx+5NFojZKHUb3V4aFJdMspl1rRGwfvuZ6z9vKtYR3Yrj5ju3zl+4T3/TZPvQtuDB/sXtTW8y0svy1zhblZyKFs4/sIxi7C2ZQ44xWErs7BTDSrxikZxmmFteB1XmyIDo+xfPldHLOYMREtzQMyxgxNABYfYIAcfhy+7x6y5nb63nnft/XlzMstQMsKE3/dFUynqp0q4gHIAwib8wL/faPewrl0lQ9Ezc9/UI4b0JfH4aLJXlg0UFnWs7wdB3PCcteRR/dt3vrRnDKGQ9fjvN6rC4hzs9IqYa26vcGzsNM6SNW3atvxe0c7T453o0VnjFr9z5UVGQDGgdGAzUIISn6tTGAkgXCWRDLLFl0TPamMtNEU9waApY2MKjLDww6la1BYvJH5IG4OEKibwMvrvZ17us/4wMLFksrHH/8+Bkg1deshuGMSOED9iHAEr3z7b2cPFKJzb3homyNWW4K0igJmOrUMjLW9K6SfCN2liiwSN9+sGwxSahR5QqJEVXFZQ45xj7qa1Bm534DNkt7biV6jQaERO21xv8hwHGCp5PKHVeOhgeAvmvBztKjjzFBUvpbJqCVw18nDPppPdbcJS2WR9yPJ9Ht/vL65fAGfnM7EAHCHs2bd1u4hM1paJAaPyFXo4K7e9ztcaaRSI+xcumpyCFknb91UI6MP7J44ydNcAy38+sv/d2xsYte9IzVMycS2mXSYCJmXlrMfOXIMYRD2xvXuj47lzs+M94kypY4PdGfyorcZly3G8fG8gvtQ3ymx0mV5FQD4yXaPPurwvDkZXwJaVh8SHQuDnO70WYE6p4w5PH2hDhK8OMPbDvez85vz780ZDke3YIZ6QS8tszWGqek6gAZDtnRZxkoFPJHfYd3pFVq+ZLqea2/AHWUka+rGHRBWrVcadt1TFqlmxi5bfRiWbSZUM95ioa/e+8BH7+95+ycZwpjncHilWQUMRJWIlz7y7XudJHIptTZdRXSxKBjDg/ZcmX5LFzhMT+ckjowdPWTtpTJirox1H+KW1wC2pjMUpwLRkDWlWHuc8tvcyopRMUpGB0D6Pf1tA0ynM7i+Khp7TvTpEFVMm9uMIkmce2/RI1RhF5pZNvo98FpVsNqtqXNvh3bt0SvY3R/dUy03SHssAG+Y+vizP9Lw3ejp3vo73qvnbnXs/7E7Ke2mS+kjyYqjb/V3t2PFIVveqIeyPR1+qZGCULgE3b4uJiDX+L4vfv2BW89N07I2MRxtNkpeFxKwyoU677dYnYbbKcsxgEK1o79wmduL78W7Iq5jh0rvc7DJQu9BqMVbqMms8UCjVbEzDNQq4KQHNtxsrEqi0JEozubZo+NdOMtrCmZDTHcf1xKcaaeLvpO1dZgIBOYK+fJL04brbgfzu3IHiW4xyu+8+9sPhu57FLs7Lb+8AXbKHWxdADBNZFmNyYCY1tP18c2ZmzcWr5CAAp562p6tl7sicF0zq03MB0AiY/cjsKouFyu8prFcs84BqAnf2dU/OtANAIgGGqaoR5MhQeiH7i+NMpNoRgEBYCJqT1hX6nrpHm+0F2sKusSgyGKBdgLM7m5Hs8b4PPD+btPZon79dnlk1FG0YnxSUwxJStJIeNfbv9+K6ps3r63iQpDaEhDMFbLraYC+U2xNhLtX0xU/DhkQ8tKd9Yto00HCFanMwkDYafnww4Pmdq24WdBQnRObzZZARpxQHCZWGyFZJ93SbIMyQMl5bG+xrJUWbjqcaqDH28hKAMA2FHM5gwu4/ft/+thvyfqvgagd+DZVIfKetefL//ewvf1vvpkJZYtvvPhA1+f/hvnl4AFIe1E79zy7/Zkge62w2d8fODh3//yf/zsTcDCg2KyUfLBpiYGhJtLS6wIf+9EJ661Z+mCbuYnhazXQXa8fxsALCLsDkwY16Dxm+/Na1n65NmhST1m8OZs4nyq4MZPLby7cmXR5x3c6u6t+2XGiF6lc4/9vMrF261qleQVwOkvNjV8cvpeMqnA0JDgwktIcMJlKAuWUhAcqgh8WWZHMKsGxieHdUSrTIgfBBqUKlWy23LbTO9FdzjbPb60cvY+lDK3qTClhuyK4P7GTkvjoWMjodoCZCreQAjtxmTVldK2bc5fW6G/J8RMm78CsHGguSk7epjUjdldSrQtJ1Wfl2k8ej3h8msqWKtxSblNi4GjEU7mwua4ATge4nFtPKIH+9mBerW5fXembCECItDrboKzQLs1eB6Cv/CQ4MPcS7+rX903U665k7YgmFExb11tFOsDp64JspGmLvyKqvNkMf84Z+Zd/+yby4F4gvt3/Avfx/+k8evG1VCofJr2//n//eewoV74Rd7nQ7pPazDvM/GZWIbRKBeqxEB48mO+0paMhsVVz26XRMbV4k1b8WDwhwxgO2Wit2OB67ZEGSHK0ikKiolsB092a260idcXec3rP3CtXWkOu9uMD83/cTpdnerqNWBYpr9+JhoDaVMMEN3tD9rx54ti+ge6T4+4yCcLoiYcjlpnriN1rfNR6JFTITL6y+PkTX996hcgKvn67tKP3tLn1Nlj2WlV9qcVXRJm3VZaKMozsPwb84jc3Dw7tj9+5qfIh91j3Pr+zCeVuve7TDji1YqzDKpkMKEApt4GsDWj7zYH7fJ+eBd5o35E6cMX1GHBI0jy5xhZLSiwv0TzNQk3By9rCandea/b48B0YAZtJvMY8djAAM410Qn/4SMdzy9pDDwqbDSkphMaOkKu5RI2hBge4JGxMXXk34Dt2RKiMBi2wwJUeuGtS3tCXUqYs6jX8GWSxBbQEk7kQ848FpA57638X3wQAiIDsApWgjZXHwYcXwlA5W4VEQiECE2h1CbX7TWySYgFAx0Bsd/vEr//3axyMsCDgBQwZqixPrQy5SB4ccB+l1n0SuGY5Wzee26h3w1inL4Kyqy9URXdW6BeBfePEtfWWhOu5buvSJFQ0jI9/fuT9K0VOknd/xH7pD/QhT5fL5cZHPb96ZT4DIX2cUAckXdt8s6a39Ohg55hZr/BmOmzralY3dw2413OsyAtes/XBbtep7r5t1QIu5lULQhUzzXzdZCGKDb29b5RJpLIiF09y3UF8rooOwI7DuwgkTFxbWlq60+oJQIagGYI8SS13jIJPfB4JvfT7DuVXCGy6zKBIqX4HdoXUuZrN96uBQeDTSGWydMU4cDbaQQ20tX8hPNgH2PrHZnhq5W9+5qXZBCsaKRHVjVvbDS+BnwibYrXKoE0sKb4P7cSzTWI1zzmr5VG/8QrUrvHyKWf1VxQ8APF3gxplt2YM5d1mxSXg+5wOUfdt8JLRSEnonKq2hvu8mcV1RG1joU1+6K4HjHNUrTnzrx37P3S3KpcrhslOJi+BXV1WX8cff/SRAw/+sFXQBUMnILR3/96Ix7+1miHchmMZQPPK3f/7r46NbD0n1qbmg81AKHnHpgYIwJvnLLWt/OFTJ5Yr8wIR4dRiezjQSNR9VhEE8qauTi0uxBKV3//TKDrCsd9sLIZcz6/w5ZoBqRXyQ5GOsDOsmRWDsO3ePUbalmdubi/Oh7t9m2sm67AzvJa/cT0eHmpvlNmLV9e9JHXowaFMgq29v4Uns3jLTpwMPX32EUh7nrrYgqlR+MpGDX5ydIPKuQ2AaO8gErEGLUgGU2dMpoTLZd7vm/jGV/5KtNqkN6asNcmgAUdb7dp//S1CDlvaTcTsGvDskmdgOPbGYilZAwBqV1ASs5Qw4vib5YJg6SzNroKztx/4mD7+wP756zTlcydWZ+CBbtcKOtHnY+qxhZwcxDoPwdkFxU9A4Y/i3c2mBub08l78/LXN7k8dNdZu3fn+b/SxLt3EpDfy9HpBjzqLN+MyaPQOYvE7rRNP7R86tRvMAWyjKte3vNUKbEbRXa6350vt79fKR5SRx7D8f13ZyRvKzIXbkc7wPtC+nf/oJ+wX3rSfgnEeSU7FGRMhzFV9vAlZq9UJUdisrWn0HHjPyNLNxJkvPz3iJP7x7zc+dM+x7cRmyVXs4GpPjFp8/zfOkHfRt5LotW4y1q1DU/DcOTnb49UhQFLkhjqEgLKij/hN46oqyrV+u/v0Dvz1m/bOGnQ22/rEETtdYr58Ql6dByyQ3t1hvP5u0hzUVrbY+CmA/Za9yPnpV6OXYhxB1Zpacmq9Of55N3jAZsulAZUKm+QeUMyyzU4sHVu1fbp9+YuD3T9fT98b2Jup09Mq8fJqOdhjp5twT2+PWTGWauhphnCDY5iV67Spe0Idu+4f/F2auJeo7nfbZMBIgFWRZW9m+MNtpqrYeS42cym2JWMyCHR80loT1dgaozy5D9leAwgvcn1B+qBlHAgTzYJajyJuT+D8y/MQhOthW+W9daCp9d3XbfNIcvfY976CvnBpavmNyXlV74O04ziBhIIUBMyLilVnvTBTklW5SO30Wczu4aMej+yxJXHJbKWaqWK9yRby4miX5c5Cdf+guZGKS6pYjRcOBU2XErSHjDzqMdZnczWw5DOL4V7v0mQ1D0hWEwDIzfn3rgIGkvRULqfPAYG6PFmfUiOaax24x/bt+regdz+1o/bOl91txT/X2S8NAsg/MmA+O5dvzovDtlJv+5435Ru1qZzKmICI1OPnsnHqWQZnBPkLe0PX17xAB8eicKfeCN/V/utrlWP2Vmcb92YRHLdomCgtWO0RJY8QbceDlkyR5AEgADakOriryzIdL2QBel4KCRsSsvLauZDJfLh2+3u9bOjRe6NuhS6RPEdatmtwWGLTG6U0F+4d//ITe98rLq6vqe0DXi+Jlwp1w0KxWLlQMIYHx50mU+2zJ2PPJ9O/yO0Y0YODGLW0WDVH+ua7IQwCimKlopiCfpucLeXBzsceVa5cxUxBgGUoH3P0037YGQOu879ctdrqen8X2gAFjYU6GqR/IHr8iQ+7NThNN7b4rfahjtkPFlfTC2HSZfIgQcwd6ZZJB17iVXO/k7BZbl3f0itg914z+Mj+ZiuMfgt3y892rjIkbMFu5nFhUIdlXq3rSHHW1T8QRjLxsg42yiQQR/THHRPH7t3TbCa0ubJAUZsIVaVMxBYzsPgC4WlHA12AmdPa/Px8knPkAL/Bic7zydhNHsY2ga/tCjTzwtkIRrP++B1u946IXc/vIlLCwDg6zZ16+BH3/q5z//d9l4TcaKm0qbvXBpjr4jTBRfzIRQtDmje97c61i9V8U8NHHeX5eaHC5VhddSDKwibH1Lt63GIeffjpux7+7N7kW/Emx+bQWP+Hw60tW/VnBRdM399poi1t5YM+gULn//xT/Avv7rJKOzJzN2vGRB+0fla9a6/n7SAdhjCakniT8MHzKQA0dCNnDljjRavZA8RX4kk+u/LK+RoJdnXa9oap3WOD5y+poQ5PURM5B7NhD37rxnsCa3MuftN7sK2a8sEcta+3F9K5uRZ3Mhxygo0GW/30XaGb50td3QBfrj3Wb+Vo8uNdmAbgCl+ka2hTlVYMzdpUUzRHaMq1HNDuB0w85bqyQbz52BKLG3NpTwA2fWF/vsa22aw80SzEihUKsYiiC6rGlVYNYP/6cuXBiP8f7h67lYot57cIqxdCKX5bhNrdrp2OvkWxDsA3gSRnJ07iMmR4Ww786tLGIOGLHOyNpwss1oJYrL19BO6s1rdyTLHoiQS+GkTemllfbXotZiRdNFyYsbnE32ThNhiMs+Dxzra8AFjwWgeroj2VScbRj4cmVxIxWtQ14/STgelnf98/OrE+Y7MEh3edUnar5gRTMgi8jmnSptTJoxXZ7JLEaKdHLxbXsqKFivepUpZu7ETp5aLgtUpqgwuKiJwWT/abSjQgFbO0KAyZ1HN5UQNcB0eiLG/09Ju9i/q0AEdjxd6dsLoM6ALAdd7v+LtTrUGAtv3yELySvUlxTtdEKp+8AqRGHhGlTwG9sHlq2uyOVA5B9hc02yk7yykcxqLzteiRiRJxA2Zh3EEUGZ5ZYB2oUQCNQRyogea775QAoGILDe/0q64J68/XlD8dcmwWiu8V5E67p1JlG4Zvr8X2doYeNDFtpqDVx0EuwDDAnTpybl0fDlmGUOKt1VjgwBHkKacTcOgHT3pVkAgUuNqGogUQGMOQ2no+RXI2VnbwnN1PRHtvvzIdCkF2w0hnGpAEkxqaSwh9DqcUiTgFX/x9l8hUTR/dZUeqVKvUipVCnVqWU1r3emvzL2PtXXxuS88Xhh/7PDd1U3aFkCHAWIg5mkD2Bl+Zr3iG0AcfBJ5+q+rm0f5P7TT7CaIse4aGSB/WgwWyrIElGgWqAjl0cIpfLK95drZbB4PeiG0pltGApqfSiMd5iwOwu/jF21VV69hzQiiQ0AmQLmWGa1RHs26usGHMu2q4sjLI9SlHQl//dOJLd2Gf+PQD7b0PDQ7u2dHDNarU4lwDFupAoFlpppYn4R6iUKu5XbUIqvdjPk1BwFLOj7G00KqlpcfsgU+PizBrfWZhCQgipQS0/66xy2ezjbWcrvOtot1Z5gf3h639psrmWlkyD/g9FJuIc41oKNzY3dlFmHCff7mcMs2XBoEcZbIH2nwXLs8nELNZzrMorMRSIEC69wXtLLn70R3H7ju09cGyINXkPmWoVcv8V6ytc8TnAVwdvttXKpML9YIacrh2lDe2QPiIGSuGuTswo7YK+jVBr8i0YDFpYbCnanic9k2QlapMAlTYhQaAwY5wJw/iHCfF85srAtYddT/78jLf3ktqtTMHOs+/ZS5cVX6afX1+9Ho9s0nEPzj1J1+qvrVLplc/bJJth8zzBXsHXjsyQM5UsC7AaPgjfhBupoXBXchiudg9aHn7cqIjbLueIteEqtukFNfllqpMFcDU4H4j0RybaESDO0wuJtYo60/6iJAHAXkpHrYNtxWZ1Uolk0xwAxhEogGHuFRW4RrM/r/tirg5iwA4brFS1YYWcEW6u/y6RN7eenGt6LRDZyy2t1r6B7S+xy+slltuq2Nnl3pzK4ln5RZZ9xtqkjTtcLK1iqpZjK5wKDVTn6xyB0iGkqUsZ4IEkDfMNlSO+GBOg8mAaGka9+93v3lWK1xSmzXqOlBGZCLgC3/+J0czl7fcHPJaZmtPO1ZTTe6enTQDeDkP1dQQptwfNZ1fQEZNcACU2Sbq1Lyabgnh+tVlerCDm66UHX5PoQ6O2My2sJyo1/sg60od7AlTsQ1jsQkoOtLV6zkWkHLb2ZUsReLKbo+4kNalmN7/sOuzz/zsH/0fimV1JLvuz79YoXG7hh/M0fUrWg+B2y9cn14A0Oelcbp+C/alf9KEO2gDxcxNEujKUokm4/RslBnYbAkBEOQuOS3K7Tq0sxNpVnhREoMo2YW6/2cx8e8fG1zPeD88JKTEUgaKHOlt3dwAvBMd3Tl5Pd38wqDX6zZfy/C+DtQjQ2UZnSrVBtzEhAu5WZU+PXRkQIaRSYB43NxCC5VoG8YAmiKZXUxTp9eorcKGZSJ6ZHBhHhw0bx/fEexzuEEHN1ssj/ppyG4t5ngcbTN1t9kko9zIuqGtO6mK+ZujklscOXtjdrUa8HiLDZGmeOHNJH2QKBnmw25vKf62a2sKCTvg7YaJSTPbXOxN768t1iGyfPxRx3gC6gqarZzTfd/4Hk/0xoWVsrhyFYG3izSSa9ZrTbukLsnaBpDGz68fCt0lId6xoc6rM43MatnhNblhM2hQoBUIZNZWfqQOPHRsffSe+5/+AZQrovIHJRAmaEtLMsf5s1nh2g++EsDMVX30oa8+2u5T47n166Vqyw5DiY5Q884KVa6TjWbGa8tvKj55DlgsBcY7vUePg20MUzQRWu0CYkh110axsgVU/sLner5lf9LceOlmHCbVX7/0nQ/tHYU9YwdPjhU2VChevp3Pi/lRdJezvjIpSqq1bWREsVcJbqNSsXcFUjWNzVdkP7sWL7lQi1yvh/zS1LmiasU7DdlXsB84NdA5aq1PTTZ5QQ+RnVYLdAGMksE2E/TsWilUkgNR8+dPdL8Sdufz1dp3z73+F/0L9x3xzecPTngWl1YfGBJXrtORHtofDs8OQo264enn30rqT+wwNllgpibtbOZvZ4HTY66aSY6skNQcrXVjqZQ0rJaeu0E14G9+57t3q0fhusIBMi8Ck/97zgVR4r9A9t0mpb1VO/SIZzopO83mgxYtP1nvd8jzW+jxXfDkVplDxVeuFC7x3olW8510Y8wPSYoxnebmMGDgQxPKVz5hffRfg2MT7E2yWrvTd1pe89m1HOO9Nc1tbhpfeCw6GpzPVLqszPwko3MSRKInvfxkHCkapjaDz4CqISoQBuN+wrxdr21zfzHM7OnFf5AvvUwxVntXn8dzJS24iCQZ7pO4iimbzpcYGd36YLPgRYMZznXoQAfPl1kqv6Hw9/uRvMS92AQthuhQ8MM7yAs5PE4qIRDtTojzsvjzc81iI8KZXK6PO4fI/N6Hn0QXZHkmx1TxPFrBAq0768BI524TGozNN7o7sDuz6wdOOBPzjYDaCgVREra4FbrdoiBK2WXFvRIPUJbOoNWmFSuSEfQQrYwcGSSfneGe7FJ/vQAEXdhNxgh3O0cxrhkXAkq92yxNItqddbA9AM6U9f/33F1bl+6nHhacaIEfQEpH94i2Nfqdd7cmAb5qEDbxT2bjX+380VV3j7rDteYCsNpr/IBc2tphEaVtKZMux/rWLaNQ+I6cY4i6ToE345jPJlkpPk2AbhtpUbRCtdDQgfdvK587alvMwptQ519+nPr+i9yeHbbN+QZm5/bs8LsPRV58qThOgC7EtlUqx4RSlwo/dapnKl43EUjELs6lJOQ/Hq121GGnTcQpbnGO6+rC56cKFSC8qN93qoPevLp46phneVtsOxo1wwpVlIM9eoOSt9iqxYN3uF2E3b9QadpMxVS57LVqow1TTwHTAtHuE2R3iHQ3a9S20IxAytYSJFg39nUs//v5k0jCRmugl0iClYaKSBOeug6+GGsszzlOfv3DNaCyu3ss4OytNMSeB/evLW03K++zqEM2xGYltZUvJsoOhAaXpvOHvhapsGa4RUUdbcQEVpw/X2lq7izLiAYlqLyhiXfuWxSeee8vkI81A48Eev6sx+TeeI6nNzcm4NxewtXHL/zT/Cc/sRPBN5W5mCJnAZ9tPg3hWzTA5BOozOJad0JkcFMRJG80dXK6dNh8FerZaaFLJjP85aCyxVCPKzoQit6qcISweSW8S81u7vUQN6tacit1pbjsn283IyaWp0CW/utDvrOX4+uMiAOOGG2v40CDdkcIOl+DAJ1MU1wPIm+iXBtEESZ5+mIGNuEmvYkAge5Hu+2j1g2GGkVZr0o18mYppxYLZEvU9o4i44FgcBS7cG7tD+9nux0D952859JP/5DbfM2c44Eu16LDCZjdEtJKuLgJu/7ss/nTT8C03a+PdH/YL3VVENpfPuPhUk2lJuh/vJM8EOmYr+Q+GvWe34b67FWrYX+WXXh4/8bkWnlsGhkqmy3dOx+HFFpiu3dK921Iomafn0RDvnqzaEkxmnOz/hIb/FCQvbwm9/nAZ9flMxE0KYA2oFlT9J2oCZDk80U4pQKufQHFQ2ae/Dcwk2te91ie/FSzszT7/gX1dVNmZc3U5Rl64u40xI2bVCHfTGLoZl5tdwkeAJ8umM2I9KRDPVfC7ITuDLphR4hdE1S59Cd7TOdjzSsScETsXdCVmlGbrvCGpDRFsgUQu2C0ySQm4+WFjazTaWxtX8hgtt5dR3iRZCnd1Whc44GrTX2YgMwIOmqWVFy6fxi5k5RnWfwqAvD3Waqvawdufpb/2s93G/L688mdT4hwS5rZZjmwaVVlcDFn6xiXo95mSe4bNiVqzfYJjAFlzOmGXWz7YLReBPqEbbgn6I7l7ZjJ5YfrtDJM8oma+TNHXS8uZIc7YIgm2kPiH5NA2UWmOfDkTq9CM3sRISPpF2uARINWyPCFTJACRob524qQmfwvB9RRCt5RAUPPOLiO3vBRKzAC+9bM4jrzq3Tjv2f+9h8PffvGrs8MbrFFeG4zB2kJH0PXV9upVia97B470tuFZ9ZbSipH04PthtmJb24Qo36QLUk8AYpWfFyWXtxYxVH8Tz/k3tGUfv6ucf9OLwHwi36T7LcxdSz3TnZfh1FrsW9mpB5KHkKgJ0eNN6e2Zckc0coDIXVDkpHjZIsv8oWyhSsIAZzKLiGLDZd1yPugq371TvoTT+y+sNEgTBSwxHz/mbHPPnu1HAcsogpHYKfZtNcG56s80g7e/teLgyfa/X1W65rIs8B8CT/SPR6pCD6v3FLr9XK86e5u2uxysKA75F/8NvEPe3DGHX2urK3Eyx975vRjDnL2BuPqCloOjXa5pOx0CbShnIhUy1m9msjmGrhRYysYRGNYTiNiK5XmmitI2sY8jgsZqFVaLzZbXNXcYbNtVeqiNMoYx8PA+z/omnv6o8AXEPsaoMKwvdeHBitazFznDEAskIc8eXp9ZJ9/aE+JePGGkU2ZXa5EtqaIzMyq3CCs46NBGwJcXMol07QFwHci7GKLCMQa3REObGh2i77KY8tsg0HhyfVVTSV37Nl9pZ4Mwg5FxaKGlSllfA5EryZqgDJIkO6g8bPbjYYggSAgGWJxba3S6TPhHSuolYBRRCzSNEPhZBASG3W5ITVtXabWFutCwfYzftMOQV3OjyAWJlXUvF6ZMfacsF/lDCUmNWPy1flMyIApzDgY6M0fPln3tmmEiiRphkxofz+gvZhtTXTOKYwTSW5YBDOhNDbN5VRVu904MWhNlE0nH9IuzWtPRXzeiupX4ZmsyEP1lEJUrFl3EweRkCJJSP+a36hXZy0/uq/jg3Xm8Qnk/U3uxs7d+K56vrHWyhF7RcSQTK/B+dM4umK2RYvVuID+T77uxPQbDT1rmKOkUKpYYgKzxQFmGN6xw7cchHdxZd+Oqvz38FYbYHlr0VmFJSho7Cf7P9LJk3o2JbSdv216sEu22yux7PAex9TNPMNYPtMu36HE2aLNR2CYtVTKtKQ0cMaLdsLEW2vQh+xau8D/EFUtmpTImUAbwomUKUgMOMwl0I6hug6mEINem10VBcFs62JKdbXK8U0hQxhJTWiDgFEYFVBgGUCaZaFRk4suoPwZErgyBn92F7r0bLT808lc6cYtQPwHtFXVoBIIkpVs1ggBTLIE3PNg8NLNtaH9XptIMHF04q6D6cWkZk7s2RclAg6cZKGGl9QAK+5zuszZzfLQYJfcqk+ctN9eLkXCdoOlz6VbGAYulIjRgXC6Ugrb0N0uNbmMFBjti+3AO4Yu8EaCYjEJkg86Gwa91XuBesAR4TaMFBy7HlZXETRo4Rtg6o5UVQRDMtxeb+xvn+ZngmLtupXlg4VGnb7KWaC83lJEJHnjDkRFIy430urBgqa2gGl+oTw8oUAFJmdChIKxI4wlJATUxTiAXGNtHOL68GOCUsu/PJe6Z9TkJ0DNisxvp8osPllWd6P0XTim4fzbjN0LcYRJcHk03dL8zKAMXbnOzW6JG3H6apMplsBfJtRQyBtfWlU214ZHu6++wSA1ADK4yyu5zpCH52F6GPAMGfgwaNFb1y4tFXdVs7m3OvDVMsbhUgBeqkyv8OY0x4GKtr/NgdWGPTnfxuyQy3z3/f77g40nPwQb3eCbFc+7JcIx0hUd7MqShu3o0d3PPH7yT58MCS0b0o0Oh6djN7JgfOrls3lqSmG2q4mYauer1bq0VGjfzu6xk8cvfWb71zfjNvNqP5GDQzBvZtPt2LL1C1Xj6veAby1j939eA4EV5QdAjw0Y1DBHsm7Ku1KAp2JpbAZAsxbvsjz/8U8yjsQLqLWqOjtrLY2V6vGYNNKOPTVuntrkf7qoO9Gxj/rddh04qzRXkXgptibF49i4owj5SQ790E6TQjEf80Q+c3THZjJuocunPNhq0+CNfKXd+WE74dKxTw0PlRnxbJKnZAMEgGCgE+0IcoV5gpsr0xdbQKGWL+bWyh0hjN0q5C1mfjuHqwJaaeAgM9jh2D1h6snI5oqkqCbMH9CremWjOPNSbKGUo9hM3Rd87Hv3fnwU6WcK8VyRWU9M56nUxWsGlp39f+9xL8T0/UHTfd1qExIe2SPjqOMBRPTLXUPm2bi0rOtvZAobz7GvfWD3iQrPiMcPt86c8nz9lHcgCHBNJGPpfI2NKwAAYzAC5efBynk1cJnyN4aOrhHt19IC0EKVXDhW16bKApxdnc6Js12+RGPjDgX7CTZG65Asz/B4hJOSFPkur9wwDLffuGeH3bM3oOyy5vusA15YmFLnbi/UiZjlaGf/sa6CS7z63Ezyj6v4pUQxnazwtBuXdg5CoK4GQPrxUTPFudM0/ClPzWbwW1X5ZGf3Q/uI9hCfYaJfb3NdSJneaJB3k2oeYWGnzNMpGNZMYwcRz5iLc4eGwrZgJ8KwgKpAANDTFSq2MitMXWcprZEclsX9dv22pP5WVC62RN0PhiyA9R8x5w/dgDmr/9OkTokXlFJ0DWT/HSBXVCleq6vlBNJgWvz8iko+uOvKzW1Y4IqV/NzleHTvjpl5S1CSaN18YMzfyjd7VK4nErKbo2O72lW12dHe1esOp2oIld2+yNB+FfjmpDYlQ5TbZBtwq0Xxz874xXwrPc0HxbqTEN7ZYnkInOaALRZYlUFSdLRaTmieshhlyQQ4jTWzPKvNF+j8ThXsbpk9JlBpM+352kd+5q0stJvPpg81ti1kczKjaPOGtMDHizLNbS5djGmgdWBXKNqx/8QYzDVDYRhnhDs5ThWU46N6jRMoWThmR+4kNqc3lVP7e7IN10tz2lceC++xtD4oVH4Wa/20OEhggXtg5Jsh6U5T3rPfjqcbn5oQww3zg10GvoZOdEPIGyv65/vw55fF/W5jju7zjdY7zAwy1KPaeYkVFr3g/Y76hY1Wz1BPRh/4f3/i+8h/F2MQ4NtQ8HFw+IvE5t1x/i/jAxgAAgZXU4umeq6UGm6nK+iOlN1Wa5I7FlQCRq2AoGwn0Owy7KH2H9VHO8xvbeKjDx7otfj1tXk7FCSjnlwWEUwWeTNla0e3Liz7DjZZG1PU2lbqYrC27Xe6mZhPxtS+f3bc2GVDX850utzOWFq3stE9wYZkv/qX2T1a99c/WVS79VcB+H+Eitn0O5Dd+LfjpoOxE6xKK4u/q7HvJXybVJrLjQ/5OvYliu/vPiBrEGul6hILeknbniD3ek6Wkszpo5ZTmP1ahv5NSxu0GncpZEOQ5xB4uNWoFsJ9HVqIBX+3ChzobVtK5KmNeo8VexTqfq9F9cHQ/aNdv5gspRzODGad3uJVyDsIB9kBX2F1ts93xObgY807Piyqr94ge4TqVtNyoG/+7bS5zy99MAMTCCEyIttyWazIQ66GiXMuifms3KOIydW09Uzfri7vHi67nUnCLJ5+8cpvy6BHpbcawv6DNqZHpQikQ2X4EsdCtvXPLjx9vt2ozQb9ufeskKzb9IhpZ5BDEWoCR0MyHQ3Daw0NgalLSWEqo+83Wd+Mb+3GDchsexTGH+sVfqQNGx43t5m3bHP7IvAUSxXF3POzDIELWzcra1i7nRdaqLYgo4jhW6FNgZWMrgHbDBZV5TiG20xEVQY3dfW2oqgAMG5GJgIYGnE2bbCllF6+ys2sGa5DQHQAap7PLYeueUE0wHN4e5hp1vNg03q0i+FBG2puIlA+tz3R72m1AAOlPjRiPZcUCEP+sMs6Hy+sJIOPAZ5DWK85ttRp0WEw8JvqbNFAFaNmwHhPsN/iCpkgoKsropSlZhYdHesBpHqy0jB3kNPTSdBQYb4imrQpFRA5w2KoZwjwyJ8Ew6eFT39DsET1v8pmUhX96n5z8Rt9+o214rrhug1C80ZLu1U3D8MFwK3Q6Pjg+gbUDkpcxMvMlJ0doQrY1C1io32kA0omROfa1srwRwfTtxgElgm6KALEg8c8v39l3upqvXRbJKzgr5qMVQdPhdCVnHbUQgcGXPIK+6AFmTL0dzgDg6AoAu3tRRx+AB/a55i2ZyXXqHV8sX+++p/bfCWfKBlqRHRHW3CVtuPt7X2esYMP+ewf3djmtQq7cbPCawDoIkwn2plrS4AgqjIKaI0WRkQDZrtmONrDie0ZwN3m97Q2F/m+iIVUhCxrsblb/Sp2KQP6I9h2lp5fN/C9oSc6tbICFdz46acx6ecNRwdSTeT+ZBA4H3d87M/V2oX6Z46ayBobsrKAgAoQ++o1A+kjTX821zjh8Xn8HgXRznR6b67ajg143m5sYC22JjefXyGbDuQobF9c8D30lX/+6cFtH2yq9tjWuW21mT0d3Lj49+DwRWMO4mvQeb0gDrlMpKJR+q7lhsSEQq5UGYOdjmyVurrSzqdikebwh+xiJ9s1tg9zhCDr+JxPMEhFUI07l+YPPOS6PhMbcbStF5mZ6RKAdhUTLqyS882tHr+5ds3892T7rnzncqNQ7BCRBYgxeJ7HOMct6kv39+3/+7t2l/bdvu+713vO/9Bg+2j6B/z/NOZ/tfsjPa1X/gWa3bNWq1awBYbnCJ+2N6y/pbyywyLOSmi/hzUCQH8RSxrIsqCexoG6g7+yJKcRwjTiONXTkb0jTqVjHgdSp03p5Wp/j6jDtm3Icl+kcZ3mWF3w6JZoBfi5KkyYgQ4cujSXeyrsSJTzhwLtAkX3mRBDY/HsOoUAh/qUpNxqALLR6ePmTWCwH4zNaqQJEfOgBvLpkut4CFVUMtK183Ondza3kcvbeEbo+vhOUxDlFms7bIOz7y61hesLafhj3u5ch+XQer5PM//ndXR6WvevZS1d73Fec72lKEYNdHRi+N3wUReif3CCzS0DivuBp6QXp+dtiWBXCak7DutsQsTu7hDXaaDdprMAxfN63oPcTjePmfDvTWUcGLCRbvdaBzu93vclTixmDDt/Y4nZQ9o5hL0FlPpBoyjxggC0ozovci3IFlLhLaJoQfFtrmwziLIhVgmj0+1GacXkQgTI6wtBan2TMFgeBWgc8LaAYNNb90OuDphLKglMDw1Y/BiWaeGJNzbnOsTjp/sraVPYI0kQ7fE2NBSeSrAeg2yzUO8aWgdq+oSMjJKVDf1Fi95zUFRnYW43NMqRDdmJm8lQ0G1XQUbjgOsvlpxh2/AIdvkaCYa7H/DaW+uJtXzpiE2TO7XfLRi7TcDJnbaKat/OlViOahJWLtYAXwP9owYkAnc+qCi9HpuN0C4A+XnZVjMWoVLbrk672LWGNnkVhRcT9se86y/P2e4KAbi8/db6mQ8PTC2KIyFS8PlMfk+tLk8nk37U0BUh7AP+8nfzNYEeUICUHThm8d4pte49EARI0JPgPxd1vTbFkkPKT7cabRAwpkH72lGPRxhTxMsxeCO3xjSi+zo7rMtI1wgJPuNlV+pCyStucXS6XmdaJTVuc7jJjidN27fIoLNa0QGcYpIxrMxWZJsNsTNqSwV4izdw9Nh9fS53IpYxAibIFkRMdHGpEgpB9azNPx7MzGQKNcTs0kYPENm1wmLFPHUakVzqV/rG1xLMte2VzI/fS01B3/7eYE+MsiSAhyEzvsakFMCcZf99GQh6lefPQQ3ZwEwuZJzklwOdXzwV+N5CkkMMPwW9J6fxVPsbrfIptg3p9sTSpUNhSwPyP/6dj83BO8xmbXebbDbRW8BKBkD/AND2v5n66Qs/aFRBeNTSVcRytJXqDvrsXe/9atmpyO+8mPzGf40NJyvRtrT8QTM/Aezfd9fz2bBiOQIF7OBiHWwLzic31EowZS1Ry42tslrLBIpwb+5daWSfkY7HuvWVqLBi3Qbu7Z78NvE5e6Nlc1IcbaOMWA3IIkmurdFx+rd38scCtWH1p8hjV7R8VBNeUTE7s6oRTfa5WvVIYJ0bpVKrs6Lz92Lz8l3AOLH+X6Bp1RADjOeTqHtgQGU2ObhEHYsCN+LQWwm4p5t4xO9FbFgsz2VgGSCUJdqww3icY8wKp6odp4ZTZ9e0EiN+ddx6dQMp2rWHa84mgbRqdBxonCTJBhQ0FfgDYf3tPErsabPqOlzgKu0RtznoulFWi1zEFOZwyO/rLJPI6K5oKl4nezxdGlwW0EC/XU0tj0zmrE5scbj99rPr7iOkxaUfHTRMnHtmVojPGW8GS414pMQZ74sCZHU98bXv5nYHOfd29sYGcF0HFsAd3Z8hy2eAzQRqzXzikDb3KHbZbDaCR6UDneS1N1O18Ol+yepoYnVRLmpUm87xhB81drDaEqBH28FkyVgStPtdSbGO6z2d8VtrEbIMwsS6gbSRQUiUy8QiaQsVWmwNhP0mnyIUr9qsIEM16EYJwiQdcPnxiCi4ydGffP3xn//b2bKDTdJGptvcqAl1P0Ci0N0H/AQakSkoX666O6joRFAvOUsvLKdEACF0FDFbD3neuxGPbIqHvzZ66Z3Wfi+xEeroY5sJgL+ahL5mQb/TbLQQyiRDAx5TDZDVcn3UbGsYtj7RncQopZFcFnp6g7VyraWG7a0cJa2u72x3Nd3B5akW3yge8kuwHf7trNJlAQ6OgfVe22DA8vpP9dUpTorajIe7ZKz8i9c5nsHzAbNxG3L4UHO/pC7pZQGAtlXY16rzQdQG14rswAH7naVyb9DW1GXszqQ3FPzdq+eQli3c7ctuJYo+tFhjGcmGNuk0BkzNSit85YwZT8DmDh7QqsLhXlNL13uWUZ/Tt7hMX4V4MMsoCnDADuwdwJigfgBFwGmNlgy/TtkPCfMC0/z+nPwMkdpMopTBEzXIBNjd9ppA6ZoOuT2mprnqI+aX8lKJlsacKKlnVzYRhZMsbsjQ3c7Q8cP7CQkEEREEK1PvNR7faSlJ2nDEnxXV/SH/hcUkJGgn73Ndn69vzjMRGzno4tObm/u+ddcrn3r5hTuFv1n+DMWlvn1j4+7kLEZBFGRwZlFM4WVdeicP1Hx4DwnOV5A/9xtvizSChHw4o769GM+25If6bAtzstdtT/OcV/flLZyWxAlUToj2z/zp0Xyqt6UZIlhPdqqKOvsKzVnIX+82pXYB/i9N/RR4+tx4D6BenQaMwn2/fXj7jbyiCG5bLvdZ4NVHe3ezfe3KTu705aXR4Nn6x2ivA349NhLpyZYvVwc6UtepPrBA8OaLVwas5nrhxRW+SWEoaL+wdG9mHu2nhx8APvUj4J/sr3z+E8Gt9csVKUvlVK1XImhdnxc7/JAl5Hnh7KTvu0kjutROZGLTkZ/9Qcr/wxnWs12/vT5A2o6XP8jB7f+nVyMGMP4M8ELKOB/iDiKmPTpZh2zLdTMWBq3HV85frdR80HFd5yzSW9sJpGC1dSKaNRsMWse90ntxdg8GuhKrJ460xYtOi2vkS63b1xJ81I+IWenRDv4/1pV+v6tDgrlGrhfnB8ztbxeZg+M9sr9dbNgjaraZZs/cd3BjILtAMfu/cHzy3CQw3ulMJrJBM2EuWzBy804x9NUDp6NkMDV31ZJUNIKslwc7XPq2OK8CP/pVYmGR3r8Dtpsbjzy8r6K4b/yqxqDArVr919/+Ox3T3I5eDHQCrbjt4DNjj5wq3l7WSln3e9qhXmBXRA7s2G6wA9GEid1qb4U6hXKJxriDRx35FDyg08WWbLYivR6j/wMDBrUnu7SfLAE4ZzQBbmltO+JQtSZHI7KukyJYoiGkQDkNBBRwQJEadxjMIOFqTQibKIct3H/Pg6mzCwEzwDQXjh8btz88dnhz+/r7Z+/wIFOw6X7CBig0bdz6Y8VlqhFmLPJQL1CxJ+dKNSsM3tXegyHZRVgW1Ird5huRQFn6xt8998n7HNvZbmt9oeGyGCnjkMivctL3uvRUQaYhjFDZf2S4hwDiLh/zfqowTwbsohl14oRElVaozt2BRBlippKmkGEpIo0aZRXqIzgP22x/XG/ubsdNuJKxOkkJ3863rM/4oh93vn8kjkTdZBvqHAYy2zjFiP4dAedSJHZ1m9YAEQSgCJC0b+K8Kbkcd+K+ScESkkX/kL2ZoDTIDTHovpraddgzM52RRDHoNRa3ZRwFd/UgVLIEWJRH9oVR3nEpSd3bB15KAx9lyefrtjKXvimXrIb03zucM6vgxx7B11alfJBIa7h7E7qB+tNkNmBI1dmtihQrRIOORp/ldKfwkmzMonQxhTEZwDA6dg0O7NzJS3oytmxFQbMPlG/Wt/kG2hM1FTdluuzt6r6vY6/Kszt20KlrpckrG749bR8s5fCwa0dnu1PGlq4ke4J4JeQ9+3rZFSXv2Y+evUnXmvlIuPIXOTv8hccn70W/e+Ln0YHEo38HAHnAqOEyql5SbPE0E+10tbzSZ8nomwuxrw2GxnzI87Mp5J9i9ZDF8Xuz674e6dlNrk2zeRH7O+XkvmBgMs7dH+r7Ba//6/F9kO1kvoperwg97cJWgb5u66jht/7FuOq9I5v4rfld6lOfu9L5yga78zONn++tStCgX7/rq08ghSLv3d6iXn4p0+O03Z064qyp4FKT7bcOVJWVeSYmVsaAdZN+tUifhNICJm/ftO7tBM5O+e5pF2PnG7U4SDce6vG+SnTtOgO/cXxwILvWTVRRTEBDcihW2qyjdtGIjtsblxd8gb3tZf1I8tJVTadvlnofs8lBW56sHLtFi9NTU7/BTg78aGXsY59wvfxfPb/9Y1PPyd1FvLn3VhERmqI8UBZBgNbuMoMLnHYFNKY2NM2jBlwI6ezdOzA6N5+ZnlzxOcCZljFEc1fm4/tOPRysFBKtpGgQJ72VUhk1h9lR1rY/pL2+bgrZAGfNIYA6GewfORM991Zmf8Q5G442CkWmxAp23MrSbNmlyRYfoKS2my7XTs7EQCIuSsq+fo+9FG+HGsIjQLkqYIt8eQnt2R154vgwW/OAqXmiyG6V6Pdur8yvNEfGXaW8EvR1OU88VrLYXavyUTQT2nUad4HY/NmqVfbE811ln7lcYUHotQ9Wn4xs3hfffn9TDI7S6UqoVES0Dvt7M9W7+lE3D21AwEJBP74HElX7ZELSVMPqI7a3q6TH1u1x3qCrMi2G7cgqm4ZQWBIoUdciOCTyGmyUP9ze38ThK/nWru7hv/3hY2fX0hqbBQmMklqv/s8kPc/qRXPRGZRckEmq9i4A8bSB7YN8u4OdLTwHA9lMq++Y3SzUlCJm6jNR+XpPlxeWUrHZzJCNOPjZ3a+/uijStb++x2KvKwipFDstaUmxmRSYlPeHvaubFVhhNRiY44S/OQh0lb2vNcS6bFB03B32bczjJNeIuo1kvrKEZ00yy6nKrjZsq0U/eoi088hmGW0LtzWK6vurDb0NGD4FLwdh1E/xC8LaDMj5NHOvl+I7KKkc7Sjl8o3BPUDnmLF5QWnIeRIEZYLHE0zoRLQgNJtxredQ++1cec+o/fZi3N6FjqPW8nqGYaVRFDg7XR0h2BQJNpfV2+bih62eZF2Ma/oFUdwu0xZV/Gm/eW5TGu7EYttgcgudl3xcTvY6LE51xxcto/OZ6ZfgG7qOQ3uHga93C3M3UNjr9u5m/QiPFU0KFgq1+30hXea0RhZUtO1mw2TwDKAQDljIVLimLRANd1ldxWZ+t0eaumxuUiViwFnJNRShuT9iq9UtOOMyj8EMtZpblk4fs21V2HNLYmcYygqaUxXtuPlSYqVSMO/RlaeruP4NWbcEYlmbUq/ZZajd7ONSXBeBno/V50hbvUV/Y710NIAizOGoHRWLcaqeE9Amun8AWyhmt1mxh3Nk1eZsHfhwdM/Df/LA1KTE50Wzu6RW1hdsppm2zoHctnJOwn4AeDi7+uB/nI6jfY+PrD5890I4Nbnx81NPfqp2adrhb/+USfsvRTnvK+TLW2uRDwOXyQDYjsJWy1a+lrU1eDWaZ7MQDl7MoiqplQrOJFypXpzIRgr01Og9BNNEg3/xqKabY5bi3nfo8MecG1egqRpVrPB9QXAgLMUULAyFJqmkyzaj3VRbM/oX/xmYO9b/GTNsls4fQ7vX0Kuffkorxfk9Q2c+kzduf/nw8vZnZfYPBNOMfvBO+x9o1KA3dQb/ZBcRkWNVMF7UfTbghBksklqwEwWdxkaynC8m+/YCmWmdh73TKc+ETTVDNcSHmv3+Q50EpZk6ScDt131rBYsCtyx4hwReAPzPfKR7PQnFYrlgFM8RVo8+WRPsQjJlNsmsmJDymJ0ktURREgx7oa6xGiaUNEekt7Ftvj59x6tfrhhHNgzKAnAcnMkqU5OLiwkxbDH4EDHWbblvR0+z2mjMFhN0nnT1lP+43rPj7qfuiw56vbFYkshXWJhnFipgIgwjO3n1ssvYkhqFpEmepdnNBrAfyDesrnoR2k7yV5YEuoz96YMO83Z1ck1x6uBje2oGZugwhG/LXof1AtVopy2SRkRI5HhH92pVSrW2DUA+s9N/V//AWjzx2+nt/mBnKCS9Fd+4yy9yz1/dN2JfvTrdHfWnplK2EutYpNyWR16WVWl76bBTOB0BMuPOO1Na8p3MMgAc/cneiavI0hRbskOVSfH+YLe/aUwrFvx8fu+YpAHk/LlY/5FIbk38t5vKg1aopwMyLTfbnTYFQI92a3FObSNMRkT9UYLppM3WsgbI8eHu0fhawYaQXDmnuLUg5FxKp3lZ63LwOot8fG8wXq/sG4RJEhWtgIA5ca9jH65du22AyVL3Ivf5TyClPfydTVDkHNWMbMxIpg4CqVca+UaYBPvvATUdi5wia5M1o2HiG1VnAK2ls60qcepI9M776+4xd6XMdzvdFrqeaHAyYvKRKpRIa6rKid5NQB9yYWyZa1rED+rNQQc8rpp/YlVepPF+3JkHkYWMr+QDaCAcgIV+GxcFrVbroLDa/32s6y33x/mDndpJJ7j4lrH1jgOlQgE00xnC20+aWw21ypfXMq0qZxrsM8M4xNcLKogKMqqiskAf3kk4nVErV04ZWqJstBBI9mvNtViiQYUi7qnlxuFRZ3QY1rYbrCh27wzNfpC0dsN7AkqmoClNiFMXz770jvJZe89zy3//Ba5Ploor2FyOLJfhVsI/ZBfzbCWhwmmEVPXyoVDbnFga7Sd23xNGHIqjGV8Yy/qnSLMLZH6/0sAslmGF7B+1HPybbyaz8F/99ZOZxfV8paHOV4n+iuybHoCIy8Y2m2BvQCa+ZXbJ361f2wuGVD4GE0F7T/atIAmK778cRB/PK4ayyv/v/uzaIvPjFcxW7LO8XFxxQrNkE7aYbKkld8CvXpjTTKiJv3Xf3uAHWysj0fiWXrW73Mkz99502WOlBCAfLJWZieXUXDJjjYYO3I/dZMJD5/K2mrKR4VoJmLjHcx3EBh3UuZekL5wEhcvGdwvL6U/7cazzWOLHT13t/brbMpiOPR3mehXyA8Zgu0ZA4TvG+5WXf5HcnWoNN5Xjn7ZcKNYuukDmI2TfTY5MERkZSSeEd67nEZsQ6It0jVpyqxBiMvQ6/KJau99BTnLNpUqbp+F9+IRr6r8v79nV+dt3sqxdcgTCc8uFw188Zl7LmA51HHbkrt6sD+87+sp7m6RTyearBYwJOB1ACxFN6zbZUmRr7n6WM5Z03EpTgOmghWnkdkUkbhwfokATZagAfOaQogeVgg0wPFYQpm5faw61YS/n4MVEsm/Y3ImcUCIDnKD27KRVfYb5QDQ52Pp6MbHP6ePEzMDhSwPjyFX2s53ivbHNchB41Q/EKcC722GiWla6kkUFBAG8OoKiNUJXSAVkzTiiGxOqdkfT44D5oBk3TMLFYrPP6dvXERkY6NgfBV//nUCh5RGnx3rsxN09cBWRE3pxfavRS6gtpZxY34xAvKfDUs9Uqy1urbXZC3S8wMaFoV4QwtdXtLlrQCja5MxmJQX4nQD5q5U/vgQOPuUbA1w0EbANot41APF1pY4ouFolRMJ50N3aXt9/CLu9gheb4O9utn7zmWhqXaptFkY7TQmVREKSM1992BR+G4Dj1Wxa0IjaVMjncANAlbYK6cyKnjdAVTcAXsK+cLf/znJd7vaORi3TK81Dd+VXUfhVrKLkehBVEF995tXnfl/c1LfTWo8Fam027Xa7PRRi7EQFxTEQsLmMQodjbO/JxvO5Y32b05fFKiVKEsDyusMhXbm+Zfd4FYVNrOCSXQh3ipGQUroGhaOuDYBqGFWzRn6bKa7zwocsFhtLXRjoPZtOTDg00InbLLabUqQ6YaetNBw2EawjilJdtQRZKkspAAcPbfPonzjaf1716S9vqVZBu6Nt1aT8vmLopPlBz2NdgDy3uJDZZLw2iq9lY2macDmiPnOrmVRAYGhox6mhtumkBBfiT5we+d+LrL08H/FIsN+O260GrGs257ZJLxR0p3UM4GGTDHUc655bWGcTmuLACVT3jHWVnsKwH/1k5vc58Evg8qKS9pizaGrBbGoF3edLoGRIYdD/kRHhA9wa6u801PZ1N3IrriHwdHm9HZ8wajKDOXqRXN7zz//6mbLqMh3t6wlYTe/mbyYztuX19pi8YTcKigNjuJOF3wyu9NxunN5ZeVYYHBM3vQCqDKcNwaifNHJuTZ/LKItbtdZjcjMzUxHy0O9M+g/Zh+7fu6Ch2TwSnL4lPxZaX1oBBuum+bRreeGRdv3t7K1rbRFNlBAUcjztRJ/+7Onej0z9zQv3dVqRmylPQmQOdTtAZusDauHVGcJugB2mtZ02PA6GNH8OtOCIlE4gTig4kyPoqWb4HnG3mZn7+t/+Vj5TyzecLVkac/37gnogK8b82saqUT1iETcd4889fWlOta0XKQuP9ewIddDhrSUMhN4vIxsxcR7UTJ3Azk5ItdszDcgOFuoSMwsoQ5ipy8F8kM45OvsgvOPqbPzv4vqf7HL8Hip+Yf+Rm/O1Rz47vO22jO3U5pb1xmYrC5rMyYwpv2BgPrSYia+lAl1+PySILIcwqCQgkqjIBGDmNarFnOkdzudiz3sQR0YKFoE0B7gUjXLV8jVHvIJSFTqb5/YO2m2B3nqVabcJ24u1qsq5aNQ3ctJZdtqMkopVa7Vqg2KKMZpVHIu+YOa04gv0Pmpd/ZwJeK8HeCMI+CIgHrJiIBfZoWg54IvH4SMWkKd1CgB9XqBX0GwaeoUGYAjod4I1sL0LQwPdfEVB/B0ROtiOUZWD+/xcQVY9ZDa+zUjgmB9dXSnyBGMCIIOmWXF6GyKkCi/AmMVoNhE0A6UTSg0IMKCdVqHhwD52+DScTQIyW7Oh6vLjlqGq0nnGu/x+wucxck3cdr//C4f3/Pfntkc+4tFwV+zt5PEzJ1557vwTx4nJK0Ln3W0/fDfFi77TfjwLiyd2Fdc39VUVMZi6i3eaELsv1GgwSJ3SGU1kBNkF6O0wqXjJo25jJELW8jVXv9tsM6woDJrI1yF84G6qZopMDoTB97Z6z78ROEXtOaK+lDSQKypoApEOoAC0bAVdNHp5sHI71bQUzd6rVT/WTj3aEYhdKikab4idhFAtCpLN10ZkC0WxHXWoUnEhboFb6TbUPBkTQ4b1fXA4qO+MAe9n8KWdAdiahBGd63QFyyfv3vmbbzm/+eNLRbnXJ9pyNIT4OqlWprHu3y1f4A3Rxz3NFw6vsE3xxvTGvk20qTGvCk3RCkFWL2/Akn59rmQ1pXM5gJdKjWqzzpi8Vo2n81ObnnZfm29wKGiNszom1S09vu8/Nz9kR5wu11upXMDLMrqksLwXkGtAKNq9N+B18m0gXJ4qVnLtQYC1gam0KskQKBETXtg/xD7xf3q6ob9XhBpzXL0AeP0QJGNpA504OLG8UYr4gz2j/kuXsv33j2xemoNaBELAmscZvcMvPNTefztZ+fxPvjT+kc8UC4VsoTWZb7o6QpsJIUjXhYt3poYjb7XwINLou1n5a9z7ZbrzTaLd29NJehBvkg3h58VmZScb1IPd7/56be4+qpS4NibAWt4sOJ5IJVe5tTK897Y7JLnXkpEcmBNud7T8aH7W4l1GBxiERk79+1fe3ZsA+O1xuTx2EbfE8nw062Dy+fVaXscbr8RSRaXvm7gRDNs53+rL662tGtgSgCazmtEGe7T5gttUdk65zSlZ/fo7e72/cPx3o20puPxa+dWP+v7KELZuUb0/bUp9Kw75v9ZMqShmIHO/uqx9qnuHd8kAWyc3zT03LJe2qKkUoFKcy4+NqRpkAhuyw2exWRitIMKSyNOAcSQSnZ3bNtpdJz8K58VBdr55+GgUiEa+89+BzbTs6HV37O3euNYQIeHKW7Nju1QgV48ZKOqzFssVVGdra8lQmFQgcCPHBwA2aEGSVbGBQE2DDWG4fyYD/Mf+cmFTPZuoZMFIGdw0jNqqOjKSdCiOgk3xOcgPZivDSD9DZW19Jj5nPjR6rDrc1Xe7cmIsXFeIRhnGOTPP0MhGfjNfNuALWrsfMG3z+3SrDawPguwZwq1B9Q0FrFm8Nq4R1ke7YU0h5+ZIM0ORHiWM6NuixJiRfZB6+CmTv3PgX59Fqqk1q09zCOVmnM5WFEuA9Hf0JhtckLkNY3icM+oi47VJVQ4SsobDJ7Byg6V01QAV0ndVqv95m+9JvkR2zX+QFYo8Wp2Rok5bc9WQeRFtQwZu6x9cbbKuElWhkrfngswqfXCw8RKlm/ocE86Nl97teVCuJYrt+8OoSe5qIzVVN3aEqwvU+1LguUn2AY8+0sE+7Ze+U1X6feot0WSBoaahjNB6AtSPQ/AON7lVAUcJBdGRxFZDC1vazMpoO1QLmbY7iRqb/fQi2CjWaSO3cnKEfoaf/XUsVgAwHWCjuLJqk+OApUMzuUie4yGa3tkDIBJ+ZzZxwgqYpMEjn/jUjvmZXz13eYttOixwO0mX4pRuRSmjxOqQ36UTUTm3rh6GaLctcpPzVIDuCeKQrT39f1v2z+/uhb/u3/gJA/u683dW42XG4UKsYJ03IcENHs1yVpJ5ETR+80mnsffzB1+93f/MOzsa6DOWS5cVfkNODvbDaNj03HnNJZe40XDhRr5ZrYFEheJl2JBFBcYlMdAfcIBEX8Bs7nBol3OYnri6TR3oGalnsykj93QPulIGIUxsmrAs4PJZDxmdgw0MsjusLV/GvA02klkKaaBeFW8Z3h4X8PLK9RcaHz6p9wwB6k59LglMb+ENF5TymnZOdITuCW7HYtN81SRiMGTkLm8edOAcKyALpKV1kWUg8pmv3P+tj97rh3evpouJzDZTFWG5stVyw74u1W4s0TffyjjogoqNHpop7yxybROA+rafnItRBxs2TjdomkCN+lYcGUEOnBpl//HnKRq88eD9HT5+f3HvvnNmw9FVvnGqM5DbjJbf292AXp+Lu/r2eh9V9Apd/tPRHd/G/9HzaWfnVSqBWHjtupDTmtp8dUWcqlrbvMGDUNFaMydDtd8smkwop5TNxzo73JvVFUg6D/YPWpR1BM3xrBQaUkSQwzdPfnJq7QMfQg1FAzJvH3h4/afnX3iy5/E5hFy5kfUP3JHUeL7qbZeaWKCdXaMcU1ry2vp5DKyNo3YbJhdBkhW7Qce2LkOjsnS8MffjDabGuF3mUJWVmPLfi+oruxtXX73uOvQY6m1/+BEvB/pWq0y22uw51Xfjd++pXZ2lDWe4TZHEuNRiHCXObEBlvKgRCi4ahWkerpo+PrDz8a5QsVos6OA2a8SXoX94dKDYQf/7JtY+4f4LPP7Cf4DPL2ugDvz9M0B0TP39qrlwMz+5LfcOwC17pc9BXLuYoTWAtWTsy/gjf3c3nljCU4wbbORFK0zBFQhQj6hqfUH94cxacOTyscOCItgePRXBL1TWal0tmgfNDItjpNImqeUspccwCbceDQhWkohZ5HaLYmHwmRcbjsjk4/32C2PtGzN1lKNv5qi9bgUQ3YUy7mmligSMWHBVxQy3eaHBxnVNIqBmqszzmubBWhVlxRLkdPJjJ33D7+fUWfarH0L+j5Gd7ebirmB1JlUryl2GGiy6NR3Y26mtDu9wWhrq48TOzUxJLzYWC9U3n9ZeUw5/1UR+p/z5u3pWCkAunxhpQlGHv95W3G1Ypzt2zdfYN65vH+91pPmFXl3FNbSbNkgR2tMNkHlgbz9ZrgpNWAmPO6eWZByHdvR77bzstaMv0qr0Ob/+tBaesD38Xv31patAcFC7UvOc6LKThfyyYm56I89L6JMTG1mTeUo0hXWdgJN1wrum+BT19fjKsJe1kV03d+EHSsGwQr92jdtiqbDHIjbYNAgShppuVsH24Xp11dPhUsDSK2DCZ9B/NjF44N3u/MHWhZ6ggrmshyAXFcu+0wrArXCJBhrVVoWRLXsgw5bKJL8oNhdayHNxyzek0L8P8PYVmBDSdk34xyAwz6A34u6dpzrm3rtx/UJq8PGBDoOn0mB7V/fYSHj6zjLkQRt4W8dwr7TBFF+aH+rXbjcdJV4ktqc8CNJtdz6byHtI0uMLJFIa6e/QTd3TV803ogpG2UfhsT7nchbic/kKkAQG3N6up21q+UYYg7/3Uz04AYhmAG5BpyGgoTsbNfQSZZ9sMGP7R+ZuXe83FyASNOxGP1XOqTgyyIodD0Ss//Ctu8eeaDUq6XJhnU6VyhUmX6UzFItUxnLJbjdjtViPYMScy1qf/OAlTvIApW+S/keE2Z2+Tq06+IYs9aNrHUrF5krO/Lgx8hnv73ZAX90X3X/8obfjjhM57+61gKXN/MxBqKLhbrVs/DH3o6DN+0TPcs8Tb3+N9czszg3h3//xfJ7daNXiNUCH5dUBhyEpnDhuJhDT9Jt0u+gC+qU0zg/c5Um8x7O3Ex2wFEsBEgqe/0Os7kcP7VXefmM2NH7oygIFJZbizkL5obeUMd5xkWuoZZcQLwRp/dpaKNpXcfFQcsXkDArpate5keT0k/9WkC1/XoMHW6RdHFG4cEos/kKN3QRQhYuhBjMocc3m+A64Q3UvMsoCxzQh8zQdaSF1dW5pOk7v++iO+iafJlrRNn3lYirGED4qpUo10YC3FvOEDRUqBZuBKQY6IOJf2u9pP2hh9HFNRWUadtgNvGbgSv7QAfQ38cIWuF+xVfvjDez3wBMRPXgIm15Rm3njdh2sMOyBNpsdFa5XcJIpX67yjIENnzrR1zEw2kLQSqbKqDa3b249joulpgsRrcL2tXWVFnEUGrl3v3XPjs7773p/6XJ0s92iBZbrU/YSQyhGLwS0ZsAbKWK24u/yIV0PDjrh9eZyltEVRlEuS8Z2PLYjaVo3E7qgZ/YH2li6iqUKxbop0AeqdhQFc7Wk4EJAXUY1DSGAlqNYx3S1AFhVXTbANL0VfsRHhaYBEfhgHkgLBhQA5DXWsV0xbHa8pbTdFTWNRg/raiolb5xf6zZAj2VkYu/g3MtvN3+Bln90uVn25n8xekReLREttLLZ0eZx91mv/G792IMeLUEfG6HfvZL72FHLrZhr56HDgLS1T0IHK8oChO7osLyQKj9peKek1GfuGSs1qj0eoj0KkU3W5LP8/vXywjMefj012NL4FfFMl/hXn/X+w5hgIUF8tcDmROwsIIqlRB1wvXNTMnejj/jpXIE1YO+DJ2ACIOfnQ9Z6sp5yeLOCqU+aLbW+2HNsP59YrYsqOHTXDusMce6FKejo8Y2Gg4M3Pvz4n9sL1y9XB/cjeaZrDvil0717h2O/U0EARpXAcj1TZCrlhGig9poC1MpMu5Ekd2UVLfvy27lpdOKLpvRtV+qjE81E1S42PpyBpjKBUq0yHmj9YXIOhoCoH+Uu5xUNGHjigZBmcVMSXUZRSLA6aHK7YZEpZ1C4GgcKldIzPR4TDS7L4PWqtsfZqUPSylbO7tvjdu+iKiTEGeRmgy9ry05FqEIUVdNY2B/wtJ3YMRA1wdfTwafARhd0wgW8cBFYSRnTWSlq5vw2WRaaRWj89muie9eBpmXLnlJqK9mawxxINZA4pTxy6iDec2yelaywugyLiRyttqqJqRLHFGlUNeZN3SN9J8XHd1QMR+L6Szpvw6CPBkbH5JLP2sRIgAILTaT0kl7rRJluXTp8P3ynuXPeKj224+CD9B48Cv5zR2KsLex+boo8iwT7WmXMVuVht8UnSqSWQyl7mz+ugahcZa5ajFSLyatVUHbaY6sNXwss6mmGVDVds+53xZbWOwEULEXFpemB+3rjqwmbTdjrcfWaLG9d277TgcgYRM4TrW25Ys1/0KwNutWtqclS64g/XnFDrthvfgVaMQLhtDdeVztPKMBGeX3y0PufbP+HvwzWqfnhi3HwhYpwNfyyNGyG3l6z8CW9YjgjS5xlpM07iE8U+bUrFdGEZpEAVymlt9tUz6o8vqzgeKliL7OoVWIXeUVpZm0RBEhV6zAvFnkJhEGmXFMQGFC/6HLvj2ovr8RvrG+6OJOX0BWb2UaA5S4PRuDvrhrJsT179x5NLa4VZvilXDaWVrstaloG7at61gIf7g5e22zlDN0RxNtElVNQz749DozwLpYHPrMDKtHqFl1i2TAqLfGazVB7lmnT0ZH8Zt4Z9NzzxQ/7ii2q3mhv4XE1iE1PJgkj0FB3anq1BF9Z1aqgmES5fZ/e0/P9n6/e/p45/gLEsWkc2INhUcxIwEC10NhzorOsSF0jlplbjRCo8+k0CEoqCgFWQGlJQlJsIeDgAWNZ09pYyOwBWnlVI4AuE5CdKb/5HUB+EajzkCDjLgA/7efuGehctMu/arQmr9e6kiQnyv27YbQNvrDB9m1kn1+hoYoybI8LzvzCRx51LLiv3wK4e57ypH9x9NGIvZ3A7qSD3rGCINnl6rgZGQuZPyhIe9w2KzOyzipML1Oh3PEGA6ONotXVaWt1NHPJOPaJh7Hn0qoAl+vFVmbE7uxk+H3i3e8a4//FMy/ACXcNeqqC5a1VlwnsxZE2wyh48UrRc/KkvOBhFnGD5fWCaJ+t9n9ib2K7iRQUW6EonUFhotJ9ALu6XfJvqwFRyxZFYE8lBNhMUSv0zleYfa/9cuDxvd8M/M9rvWbMO0Uq2wx2GuxdpYuhLN0Xr6xndaolqhgHthoGoAMVzg5qgqdKshuPW01TYuBJsTL991/dd8/gu6Xtd6w9B/d59msW5Bo9lqxeTdJB2njMDXBh+I+znApBR8VtoEq+ejW3s4uUTXZ/v9+ap5ot6o18AePBfS7fzGYRQjqqKj9sNjaAarzCEjbX8YNPrFR5RY3jstZqd7vbUCYrZ0QQVpykqqNY+BDubP71ss3Q314Hii7oAAI9MGoUWNVaIoqUEM+3nEMutbGI6sN0Kejs91eay2TYxqeqgEgif/2x0LEvfutWkbikUQWlbQLkbJ7c9WRWNxr1jYVUcnvsqb9YX6DXSraA7DkV5ie8Dr8QbpPhigPuhENqRiL41agu7MaRqKug2i1/9xrU+RjnGHAIL23zj5/6kGpavTXdWall1rOsnqdb9lXRLIWHIXubryn21tMG0ZlZ3WaDDsKXjJWT6kpuM6/3ngjKPVGbYzewqZGKfSG2jqwT8tWy+Nj+xYtrNpeceWXuE7uJLzy6D1YEZiHzT/8M//cr4hTm+8MKpQha2awpisc2l6ynLkPDR2FjrpoqDdi7UlCrtHTB4Ax3ZTuZSQMSbHIHBw2TuJZzv/Wu9cvqHWtYG2DP9VrW35JO737ka0zfRz5/y7WRNG4yVwDHF06NOPZ5//cHb2Qg+Ve52cMBckDIuT2j2Uw1CfgttMiKDYKtSiyypam1FtOuaATLx2pKm637Pz89QN+6tLJW39MzGNnifiDFrkrAAxox0TfqoeD5NaOh+u/q6fja5w78849Mv70497YMnAkCLo9u5IFsETgQUt+cK/f0eM25BllhX86pbnPA63Hv9fgO90O1a0kR9zncsOInl65R7qEoXy+g6aB+hes/3G7tcUy//ZZx305Ob2wLRRtdzlsEa4qTQSTdALu3pSwBlXC4WCikX1k895FfkV6ihPtdZroNgPIBQgUas3Fgf78dynJk1ItYQBDH7hQVO9mIyFLXMLIqYbWEoAPAgW+0ZYMVv+qqvo1cvlLAVaMpAzYDcsyYf+Kx/nhXnSwASEWjcsZ747vorK21sgZrcECVmYUMD0rXkvKeTuDQp9yRMdvv/2ITQmDiP8rmJU74evHI6tMziPkp/56V5yeFD42truYCE2i581FLeCU2d2toz31eqtbRduHQybva2k5e+PNf7vviobZ31rKc/rNvnVk6e5vALYlCZs3ueH+O+uG89Lkv77KcYL92qPOv3kvWVPamanwaB1Jb2lQJwg8D5D7ZaArRlLH6rAbUWS2jgfm4yeEIffRB4T9vqxCxPyBV3phzkjQtqiyPbemqbTF+M20MP2FuAfrG2xAKq7504FcvzDus4bc18a57tyf7zBPMHxHdmGSV+jITvvu0mr0NetZtDXSO9SRLCTmVNTU1h6pqgOSwO4dcJslUh+jiWTHwe08kLjK9hvqF5to7C1DxTMe79I7yZOX+u3MsB1heWn5ENBDV+co2dWwnaIXNZ387FQ6Y8fHuvl4JQXxb16v1nLSgZAVUcIEY26rcdzAaTwqmcvH9FkDoMmIlwx27W3y9Sm3CGEsP+A/s3ecWoLSmyJVicsHh3W1qb7D3uarRicrNOLJ4SbS64a81tHtXNbAO/MuYV3CYf3y1VJyvKmFMkfKIWijW2lyhfr1RQiYck2dzyNA/HfiPAq2vqR6r+PxKAXXqfn9bd+cJrhnTYOLhif7axXdgwBexDWgYesHIg2vzMoQPKUrUbX6P0npxasBlOuPtJJjqUgG9QddCPiUnimwOZD36C/KUzxLGcbRWhfJ1FbyUCd122Ey+DRAR88lQxM9Z8FAsmXcllHl/ahjLcyyXFu7f609MxZkLRR4MK8FU1WwMjoQLm5yjI6pc3/h4yHLXx/cd2juGbxR4GDXoInKkV6GML+2vPbWjbeK5eMjjvlMoGF5Tco6OKgLun61svIcHubKCoMVNkQXNiFZsVCCENxPoJ+/atujL1nsceAP7/dtL7TfqhZvGR56LtnnYKRNw6cVfXe1oO/VnbZe/u6fw/PrP35nNXzQUUe3tGNj9V5+affXanTW201p3+RSCa8gkKHOVNIx4akyoUZDlSqPFtXX6jvd2/8NHT9iSq6DL7uyDb+bV3zCZWQAQAGAMDumqK6MwOsqJJimQ3vK+9u/z33sZICkZkLM/bHu5kJ/+NjiiQ3doPaq0+JQhkfDNOhj0Rnc9fhSv1C0NkhxrC7OMqDWpWjNWqxkmT7W2DoGc6bQbb5gTTN5eswyc6KAKFIK6ArQ7aXBq2STm++xauSVT5Qa0txu8mML2A7uoNP1n4z9+84g/blc5904ebhaYHIWRn76X3M7ZGgAABV0wwLjbnO4uauZ9lBhAE5sCK/ATD5K2r5qpCge1iCrkIj6CffJRc7NajInexce71fq6d17Af/mYY62weOa6bjeaOzsvnFuS0zmH2xTpaCePBhU9ffanqewW8KRL1HcKB09HzBnHwuVtH2HcfadRqfwGeGas+vN/anRHnTORyV+mDv/1+D1B/+p8ZpsbdN/9UaWVNscTRf/E3n37EPzn1ljyVIewcmPdtilfL8s+FJnNOSd2hi4Q5J98sQ/Fyul06e0vXyl9CRYs6DsK8Nln9pTfD+tmjnkoswXX2j1EaSTI45tgNoz/v2S7qYct2jb+95yvYdL2Dlxo9+922NbPtkQVGPpUdxFI+gaA6DyQ0CxuoOWzEiMjUVPTCJkQR/v4pf+oqcvke0cHgn/28j05t6XMBv7x5Igk0+tFrZCrq349t55VRbQuy6QTApqhgGcBCF7f2PQwlYei7Z/sXb+cUVOybAprF6po3WLV5zfdgnd52bL90KHBhYj7iV5fopSVRe+Vrf0APxNjjxzyTy4w4FL6xjZ2t9/shviGmxiRyKO7gsy8CMPqZFxRKUQDwR12KAtBmNrpGPIWFq+gNZ61to22dd1tuBWXaqkkXi/X3aMgb5QO7wN7PPmrLF87AJ9ijNMTbf/7XnmOELN5danQvDsg8CZp7y5vstDIs00F8POcQ99Q8TZz4TKGwyjCEB8Pbmtn+Wnx4pzXbFth4FjS5jdpAOgXdbU8O1+DqagTlfsodq2as2Ag26kJVn+IKOIxswiJiqunDweCXmEJi6vJXzLFGNN0+e3uIxOuMFyYj/fYZA9t3sawtAsvxrmH77v7vo5obe6WeGGjuhrg2pEGJqkbsh3l8FoJW6z2j0danNHTYzfjcDEEiUqkWMhmp7J0ofr5o2OPjg6d2OfWOD5/OWEVqSwJcplMA+Q5i1ec4dsew00WtdRKg2QFouA8TDgcPmrytRbAKy0dcnJkkyMQJnoA5xcBiwqd+MszrWMbojGXy5ri9aJvAsEkVLjj2PMb8erzxe6Rd5CgrT4o0B+a7KJ3QYhkHvU1yxxd5A4+sTdikXzfuG95MzG7ypHTq1ZXDaljMqY70lymIul27Njeob1R1fJoJwfxQapI5VFOxyOW2m57pYsGhxTc6yQRhChwxbLUrPF10IoubbSYn8b/D9U+ogCJzwP4xwfr362YIm1rRSbL1lyaaEHUaklXEHz3Y32ICI23tQ929Nx8vdLVBzUXV5cqapvLyGzLW17LXRHrlezGeKQtEYeby6Xc0FbbkW4/x9YlIl+lEUIiEKJBWyIGHdltRjN0hyB8AGzUVW63y1fv5msc6vJaco2yndR0GbwzL6Aezz3HwuU64XNrCxXDddh86gHP1NWyzwdFupzX/pQcNqe9gM3UNAr5TIsjlsvw1rpHvXvCeA0mhWFs2ER8Z4s8SN/9HF5bRovTczm+4fWbOy0S5xShJmDG20OmarYhSJJP/kWFaUl77zem3gWFI5bpF1hZpjxvX3uftfL+I+6MRQfWS0nkAj2fv9MEA/jxMPjWdL49GKAvrb97K2chgvE1WqThqWVyMiGwuMUa9D3zZ9Gzs3TbbvMgVLqVLfu9UDkYxp9QADktO02vKo8C//I5wHYJJv8Y3ryiTUPWVDOQlSi4mjOMSmg/0jm8u75GL5U4GzFu73NPmC3rRfraOh6DrMchE4hNzlL9QU7i9ZKsuSGhuhHXBE1pU96+vR7ADOn1mSVTqNNuu8vUVYrHO3SGL7TiOQDlG4oiKo0mjGtJ4/8TBBcAkh2EwYCfy7i7rbvcnu+55CKX5OIkIQnBSqA/pbR4S/GWAi1SnKAh7pfcJecu6y6zMu7+Zua5/d8n8rK4r93SbjTmrW6OEvNFNVcS33iU6Bsn9z7Axt/ny2Fu14HK+umIc2hI+MB2TfKRWlcr7raJ13ruaJX+unw0AFzI1w/tIVhUO3259FKtikmwB1k+2mVLr1YalIATBpvQ4JvMMsBzHMApUGjQkZsqSPUyJ2CtvpAd9lih6tx48na5HGw36KIRF5V79hgRoWrv3UboSRYuS81tMUCLWbxSqR0UBAjp0qXPlPfLoU2q0uuxVjZLaTBDYt4qjyMg/sl+DPnZ0tDqr1h/dyzd7lLTVHwyBhHmstU2whUCJv2mc4chF9bsbltxtaBJhmOMxv5QkydPi5uEIPuMsAPQrEQBFBHMeKHHEOpuCDloEqCyydx69YC7K6bK86mSbGMTxSrH1gSh4NAeOKAxhxOlfXxRXiajCqaWxDoqsGw4H9Wb5EYkCjetS7pCmyozt8IGDjxmNY7uDe4YvCfghDWFCrNO3YrmEKkxOKANX43b8rjHAt6oFhEtY3XEn/ZB/xtF2jqU5Tnl4/f9G2vJvvCHX+AY1vPIDw/80xei/NLEvbvcOhFb3/OwufsgDFWVm+VmmUnIXDG3MCe3JuDWR/uv32nX48jm8xlU4knIueOuIyvLwcXz7+WB+Gi7PQsaW4Y6ClTgSkpNgRbvA56M0VS/dKaSLNmMjShVv++Bx44+2r9+bvJWqhSbRx9v1zc2wI1UhNQxjQIf5QDVozmos0YEOlnMJhp8g8AkFWo2pdfLsUMp4MQe4PXvwHt2q+HyTPe9z6bejKvutUpJqeJ1TUUxoP6n94+MrQh4o9jR50EWFo51af7+ymUjge/ucPxiJsPgwnf22H6zVqr4t/MOxenWLb5wk6n4mmCLS69ZUU2AyWkKM+UyL3KYR2cf7sDqLGMXlWNSFa6T3Rj7h0vlR5/bs8rDBZuRjymoyzTiR9UWd6mpD/bwV1+b1HWxtjYxRhY7NPalef3yjRhR2L+q0hmdmSKtW+zTUVkr2/ZoD+oDimX+N6zmPga/qjRbdnlPrfRcy7v3kqA+tuJuI1v9y1C0lqhTF1MMKjEawddt6Ri12FDXws+m/n4+y1gcj/zXnkzygzTL1OaUvU7hzOqFRbbMiqkyapw4MwnCFjOKXVtcCcfmxQ0ssCM4PT93dBS7cl4O+VA4qLtrR+BmtDov0d54UetQjTKdjaxkZRjID19K6jHd5oASD6jwheUEOyNAdAp1bm/Yyr6HyAZIiNcC4l/XAIFxNBPaRZd2jZmW9XZat/nni0lkOFdY7ggKjn0WgQPi6WTvKOZ8xl18D1GZyvCd1tXlKpVkKkSFzV80+Gurb/K3vnY/1MjLZ18mI1Idat8o2tJqsVBihRpN6KDPjvQgVu+LZy/GaqQxmpktVUIkuimwnAyefS2Dn1CXDmOfGYRX/lMa9iubN1miOBM/Lzg+16E7bUr2P3vW1LKNiD14TKjbE0BSHNU1FCNgH5GLGwmYJMN57M20KdnIfTGgjebTJVVJyeAEAGhRNODrYYG8EWos5yvGgftxJzToCE9vYHgutmeLJpdYWOKL93hB/TUcfZgY+ZgJ4Qu3bzem5qDyDRa/AzMkFD2oK4xxBsDVl2+ZrUXzhSqhg1ogoNaMY5LM1xHvic8hxsucdfAU2aIIp1eTjQ2NKoPZ9g7MEqlbUZVHjWSX/e7tNDZT9GB31LB90AqnMZxfto7hxrQxymesCsRAZtt6dAvMs+07f4CF1N33/yymm7txdubzjdh43OJuQ8t0gS8DZisIttMrMxfrOWO1U6DobK1uQ+JViaELtYYIQzAJsbpkCdSTVVCCbrB0W6uxtQTcv2/Ljr1+JS1klyrVphgp533OPOmw/OSny0Yrhht4ngK6NLWFGLByiTjyv8+QCeOt779lOtTu7E2pk3M7hk7w29uhkrftjxc6Pxto/OxHyhe/5DlxmX95ZVqHuMbEpiByLhGtAoEUcHVSBq/OOBPeS7jF/NE7+lvRUnK9vMgVpZv8NoPAd52bXGtva82aPKqIOWmuTUMsXmcFWiLbWi2ESG/MhI5vPfIlq/XUTJGKvbHe3Hzz5h0ffSzuwP12R8UBVhHvdhuQCC9/EMtqYboqqDab20JYktSGVW3AZv+3pUJaL2duobprBjreqnN5PXAsQQsSJKtFgQOJ7Yd2ene0PTuXB81Sg2YrIDh3ng063QKA/s9K9J4hbdZi//ty3hmy9HdBq7crTZEyj7ZtvLfe1rm772DLgw1NVGjkDVTf9gQY0GvEAOdw1vOTbmod5wDQCq8boaP7ejIJPldq0EYYtGKQRm3tJsp1HNTDCxNXYO2ms8UDKo28bKvp/UW9mQBTKJd3dXobUW/xDwuxnfslfrhWI6Q1IWIWek+UNl+PG3a6gOnFeiru8LVAkyJhbH3QpzlnNi+AHanJmMjcRvG6odMk7zFM3mgaXEb/r3qKP59vTGUab5Tr/36P9Oc11bjR/cfjjtevn/19mBRxzbKSSbO4LiFkbDeuzeZiRZaC7KmGkk302NUlr1GP5KpyEWqAsgSZmnSWEglBokQomWWavOMGvr9xwPjUxJVftQPAe4346Ve/PjOSEvuxwujM/T0q8fLutcXwvAOvaGy+djoHzs6tafWc74CH6sZtR1xAvoFn+ToAVhuxWI9oi4Lrksq8uSqFZBRS33ptzuqBiyKyF3NFq3Fzpkba24FmazPCZzFDeUEKeGFSTjXz+YDJxtjdS/HENZ32CGm0WeDVXEwvmBYFmFCVAT+O1EDRhbgg9dbbwqbiOPIc9v9qYFYtecrCkqC4/75W4pCxLSY33DM7EYP/vU37zdxebRBFky9VarxO/fwBzbtz0sePeNaXtENO26tLpIiDLlErA/RTQRDZPvza6YSZbeSpIoRjOpgh1Mb182ZUnHP0iMAYtZDI3IkCowOmjE3zu781K9fi5IxIdqAtLTptqMnNCuk82nnQaanUBpgKCtQSHBIANdFaHUZABQFUWoVUARr4BkK0f+icTi5dLxVYiqTyYtOIjlZnV8f93u2YoT6y02G9WViBXTUIpThd88ctCBumPJxbFw2LfDegnpejCZndWW3p9h+wdO+3+6Pl6pD3gMs863F893+DhyzwYtWDtF6ARFFP4dN0OUDgxYZgFCYivFmWeJgBWBHFZIiqsJhS5XUQgLIw16QFj2QdoSz/fMzqsWiWX8/ZwQqnx3hm3cXWLt3EtCrywICugZFvL2SBJicXAL/ddtfd950vPzr2zg1KVe3KxukPN1FNf9fOY6fGf+8amHtftg68MpwcMlzX6//JJEMpcJ2r4QFsZbPSeE3FQIjtARHVjD29zzSdbFyiQapC4y7UbkxZwUwWcIoK3jRWWnsMOw+CTFdCkJGW3IaIqhkJqXN6PRHVQFatZmhAxuILosExq4SiM6+DgFCMQmAXfgECm4B+sM3Cz9SZWrWLXKtSsG7QiFDEVCaxIUsNUdoy1GLsCi4tbZ7/A4LgKExIEfZk1lNhqzmAkw7c9cyzn7yrtjCb3Ezuhhmuon39Ss02ILUB7KVKNomJQRt2Ppq6y4uNq9Zndey7q0ypWPS0mopVJs9EarG1hGrfNtiHlqH2GlrLwDAmE7I2usEDzpDOIOrrmUQeGGzxsoBjKUGzZhTKw4M7WkgdFNkQHX4yGtsIR1IhD2JWlawxCHk70/WAkkt3HNd+bAtt+GGSvBv702OPZPkR9O08WmgiEM9X12OxZGhIK28uaYrNoDuoOJ3xVJ3kbLdqtnUCMLp6yw8/AZ47bePGHWo+dqo8Fmn09hU6WgC3UY1hQHYprESryGIdVZUSomWzHeZmbnTUlKKJDFOzEVZ4oVClFtRkka2RvM0CM9WpGFYpUeZGKdQkrsQoWoKN5TopVTM8aC5zjU1R3OrNygKWXP7Ksr7x84KWAbrj1e9RxnOtd7w0A2yh95paJhcdc+1Oksz3tz90x1Ln3laPWJu9iMbfMsoa6uDdynpUb2A692KMTrLjqGhmOo/K4ara+p5q3gIRXSZ1mdKCqtvMR6RSPiPgbkU7nwFRLpflSyykZ2KqjuWqfN+JXSN7hn//i/9JRpMpry6nEVySoodEvsBtgmTIjjSrzHgOqYTEvSBKLbNpvfPHyzrrt1vqt8rfPJD90ykGl6TAyYvXzbMs4b54qW24MXIvYamVxd/h0isxuGsXfKqA/dAPvkZnP3mY+EE6G3DZWgUx5LD5j41Ket1vHh46fWrmiXeoLTpdQiPEJ/n2igKTALsBhRNJAhYPuPQ7T9jCSMH7UW2BdbkC1XInBFwrRG144EGc+j8+k83kRHgFYUZMNVnlqqoGBwRGVGQZ0iLIN77yv2srGFK5Petyb5vvRIxriYKtV5fPI9fTsE5oG7QZiprdZtflZpbzR82T15cVh2F0SIw8CCy0J8v/ykHVRY46AAfdWl+fcZshX3CG09rp1bGKB30zrdgjLXnzc/HEL8yD87q6nYTWNym3F16ejyHb1PBMZajJUUbD2jw00mtgrJlmUwHrAOhXQQBrJikeAIZM3l8eaVsWhOUFdaCTn9i0ZMeWFyoVrcbZv9M70Cb9fIwZn419ox8Ms8ACjN498nRM3sHrQM3mNQPEX95s54V4q5FdxDfVWH5Np6soap5ZysdY++Ge3567/pmE8nQQjZymsCLgDIGZKWXsQzgVb/ZZptNgyOuwk090C3N1YoyiBZfV3FldmlV5qASkVaM/WW247jBVPqAESoT9Lp1Sk9ZKJjOgx3lvrRCJEqTsUz/VplRx+PzkfUgHv3DOZFu0DvdcLNA0Ax0YGc0W27q9FJsr3dzMpupMR8gPqgQfj7JhdoJuNgQOBwAEikQVQJPDAU7++L3/9Ou/fOWFH78GLK07MsUXckat1zno4E/fGldQ95DWeKmR3mWC8Y7Bwubi/hP3vjHdiMxN7LnbcvVkoatPTaJgKVIKZkRbP94yuDe5qWYhlABS82t5Ss30unSNggdwdAS34mtVJLFIOQZNsMqNHHRGZ2GqSna05qZS0xMfhNtCclCHL00SPY/uX1ypCpYocSz3mzs1jntTahLD/jIjD+98AUJU1JIT1rNQzIUCjmHD/IeXe114qD3YGRxcHYub9PVYzRAplt1wzsqXdR1p61GGnSHqS0lAlrVOpsEj8in1XAKQQKA+k1GAfGRJsTqNm1/MbF5p6Ie9BT88kBSW8YagwqoJCWeTeF2pV8J0hcCk5gfTGjPGr0GsUeOk6utOAyCKajgjFtyYZJLqTqTsGFFHrMi5t7R/LtWytvWh1r5ybF0JvVgBZmyA8RSLH9iBfjNz448Fk95Wf3yvpq+tOqE2jZHuGedCh4OcqPDnksWqxNdl9l+CbW+l00vAkd2qqV9L4U3ja3B6jt9yP1SflgvsJu4slLKAWs80M+OzVaZExVDSQINyLEa7Atj0pRsODaBtcgTOrpVXsyxYL0ntAdhjx5GKamAFtI7UIUbRa0ip6QU5hk2dvkpb7nG3QlbI3dnVmhr0ltF5/vJKYWCvofn2+ZnVbb860R87n3t4jwaPogZc/KaxxZRPQiqlyGmfqvl4B5c07WnTKJWVhuoiTP975libw8171606LlJQGsaUnLbyVahpQlUaY7h7d2MNT+HnL9X0OQnLFSeX4OmIapsFHLSmNM9WIsDnnyLoXdrIbxlXvY4B5AmEb4BGnicFm0KTkP3wfurWOuIfaD97Mc5cfZ92q+C5G0pbj7HDQAiG8IerB5++a3JWQmV1upZaW57r//rnUr/7CJXF/uGeH62lhnnuxkpKUUQK5kYWhXTQHfzN3Dv7gPr95NitUGCleLtQNX6BNuCkZiWTGBrQYEyj4tQiCwKVow2Mge9EIx+GrVZcYDVKSca0CFCXGklaBlgVgO8LHPzOQLDGFhlc26krvfAqL6uJTiXf22Jai7MbtzeW5tw9zMbhoOXX8+C6yOVU6R9HA+Zaho83ncLC+XgFIEETuJmHMrFcimTWwZk2uau0cWaB7LPkixRckHqFYEEjxfrL1dVM5pRc0cnmB3TWRKe7s/WD/1rTj+jLM3lnqub36ldS5cwHVz1Wl7hFl1vZ7Wrb5jbL4Xej7q0DOi7O/3LMFcTTrDBsBGJpXHoHPvqxSrA9lUEM4JsfA8LHQ1/4gTI2Fzpu/3NqbX6pRPYir6xhdz1zYAYqIWfGcG1iB6g0y2WdDuZkId2pZXL61oLq53VVkJgHMnSTBwhH137/89/+UiMOmAt1x5EQcqt8bjrOgZKGsKwLlfVy7k6PbzUtHLvL8Lv3xX+QltNM4/BO7Oz7CfNOJ397MWTVdnT7VR49Nzt7z07MYghk47WcmIunKW/AUqAx1djvdUDJ1RSFqXsPGeJJQ8HJ3BCUI0O6/I3NKy9OrserXQeJHQM6Y8irbLgWVM3GjtxeF9qB5smZbMgPgCtCGnZA4ZGOR6XV6dWCTAcw3OSppd65eKLHBVW8PcHWyvmkrkOfSSTLOpYziuMzU0jM0FHPd5AkTZdKIWe11EBEMbUp1jqItv3YVrjB9MOTbBBbTjta9FUIK0rrjhRQkG1gs2IltNVMUuSdCpORfBZGolxWqkDDITuoryTXajxilVw1vs6CNAiOo6iQU7f4wMbuQeaDSfX2Lefe3NwSJ7MkPJ9aFmy/09YXOBlINKlahbh6gPupYBT+r6gdr6+9DV7TmSw+bOrCBZVDh7RtdRE+XMCTPHYnWb5YoFsx96fEy6ek4zn25A1k4DFZuoVGroMmlc2V8jozGGdFka0QURpiBFhU97QaR/7xyB+/+PftuwLMFBCZyki0ppir4EF2hFcv04JRpTOKqjfLy1aYBhCqLiMybF9DUk2Zq1KMH7hjPDlDOYTyAav5GtjT5e+c2/Wj0j+kN74XBwTtzQlHQO0N9UXArSSjrsy+AuU7oDWzD3n1tNiOwlfzvMaKFare0Pip+PGnTFYN11y+WzH/Mll12EirtIQJrlZHI8bW4/TqIxrAdhezHBSC/65+yLqDoqG8pvrh9OGQvuHeVU7fdv1AvvoG1C2DRINjB/3azXLO0xpOZypQka9Lu2yHSksIVd1AJt/dgKtrwdGeSDaHOkk8P8OmdLaeNsdHj6GJoq/NM5GH1akmwEX4P75Yy8wDADhV+JWqyRhLqkewIGpNCy30e1xLVccupCsIVGV27Mry5Wlw6k7tofc6yLKc9XLxlUk9IumcIp+jxVqxOkRqxyIZVwByqpapqbQHgnZowcO7W470oRIo/NtV6+cHkR5j8UqEA6n0tULN2yIJuczrxX48Xz+8F2UlW75e/VsYkTL19lb9PQb9BuXStsKpeAMsbRKiEiSQKWGzJjY5llYZdc89T4gVupo9P88KcBJAhawOAIqoZXM52Rxn1nKAowOVM+jiq5JHt673dYR2uutuaCC3gBD6G8sEo/Lejv6N1TWN22XdfYAysIIL03lDG+Nxvlm2PHM4/ZuLKqhNzq5IMjy1UGv7W7X+L5msFPkYiw3Jb7aOTnMoMJGvayLw3Wbk97+k2/as1IAeN6dBKa+tu1YIr1gIPYDUMjyfrcseX6BWVPot7N4AntL3//cN8d7ju6WV+Zlkw89Ta3WC//VNVU+xePCVaq2dsBSh9JDfk8UluK9rbTLqfvTI6xPLTp+mkBZNBIbPb1a6US1lv39b/5DfVVqZvPZCWFbJGsWKatPp1CXjvK/NSugNY81CzAZCIjAOQs4RxJAClq/VTq1c1CiV3n2KdpgkygrDSGqyEegxwxNnnjvK5jJrSAeUJoEtjwLqZVhRv3GHpSOfXopKqU/3Z8oCv7w6fuIBM7ZmJ3stjaVxzuWI1bNeO+4t0hO5jSwgo5Vmz6wQajGDGnCJDHaaatQCmkHKkMOl/VygmVyrnikAm+m7P2Lb1aGXYemvaTRb47kanGyWTQRUKVfu2t9VWyod6FESgBFPlruNhKjVNZX2Zo2CitSIdeBGfWNCZbsI7Md3Km4cTD8A/+Cfg5Xuyiievf1tIPA2dylaiSquUeNkgMfO5RYHFRKQLat5OQY0gumC/5s32G/aEtwZsbHmejSw894B6idXFv+Q6f2U03BgVD87VUxlnRWJOQq8PA/bGSX8LsGYaR+syYVgJC05dwBWA1BsAj1d9lJYair5CqUZEAxDNrWabJIabjNVkSxItAwHSfhyA9YZ4BTTbCiwxeStmExjSL2pKB0gePGycN8ocHMSsfpk5Kra7ly1FmppuXrthqHjoyPWRy5gHvTw7+XfBtgvXn557b6e+l/rs/s/Mzurc5umvhdlDoPSy2nNdRg/qVQIR9W9yJZV2hDLLTdgJkHv6XD9Jhymy+0O1ZDRImG5yNczTw6ZvqEvr9TUz9+r9L69FV/OCVrJ+EE2+Iiw+D9MoW/CK9Q5AISPeXPxChaXWLgsSmwkmsipkktrLMB1k9uhoBm3I4lQBOLZsX329HtsrcrJCjwQ0Jvcjaa+8sL8YE+X85AyzJAgfyxHxzYy8wAAkCiJ6CFgKRZR9h9yi7G8DoOtblNkyoL9x8yMFXCN2ERzLYXx2N0HrEv5LCakx/OMHRA1UC2cqBt4ocagRbtTs9iAdUizGWtzArvcuk/vxCBRn6sRzUzJ4wjt7DVuTOas9XiTkzhSuTxT4CXS54S7u8ypBpZNFThUuL+XjGTYS/FKXRIeObFreX11tHuLMZMzmrTNCgXLiApiAKygHFwqFUFJrDUxgK/TqZyKK8M7umHn0FaobXPLLLq0vrDMrUSEjhZC6vBHr85kynCXpl3l9bGVlMvgIXgkvR6xbNtVAZ0Gk7mNbaBVl6Sgtr5ORzF38Q+XwBajo0JBTa0E4atAGllvVnY2NV0jK+wbn2jPSQ+AVDsEx5gdY8jVdYgRof07GvHxDz1F/Q67ZxHrtIEKjFZv5dGlKOMmQVKVqgp4vcxHhaIEqmW4jAHuwkpN1nkjcwxaV/RQNyVGslDECPmKfNNj70+oWLZSOfr4wKW/bGy3ifOZOgaZV9dEsqPEReXabfAn33xiYKkmnCuSFuL4NtN0nUdlmUL0WtyosQA0z7JCWawwXkI1OLjFpPD+1SZWLN233am24S634W9jSnWF3bPFWM+zO+50JALW1m49yFxatYFXOcURgPqaLaIhlKOeS3H5WdsHlgOU+fRYPq984qB1bbbZ7tekq7GUwmBUvt+ATa4pDVdBxClIQERVvUPsDsaEpkFrHcRybAnmeZETSi5FWOUqtJ/1SuHJolhU2+yUtXFrZ4vy25f4Bx8wXbuw7PXZjt7Vy4rS0FZrgnTt9W+8R0OjUO2FHN0mghIpNgC35e7D22equwvpT46I6jQfKEGmyNwz33a+U82UCHn8P8HGvUj4CAvqhLqDCDanPMHohc1udzOxO3MhX7Q9qf29ktvy3vM/ZfE3tjy0H5wXuJ/nQ0Y4D4lDO33zFwssSNv6JDkJtC9C1iTc3A7mOGToGH/xS42RPQpzETDsBlu9kLwMPhJ0hHXSarMOlFdOXTFCQXRyIffAgHYsQw+iaJKAclkqxfFel0Zv8PQGWyyqTSnXaAFvQ5RQsZLEAEACVjPy/YS6WoE8liZVWp8vIYoCGM8mmRp8e1CnMUhbfNTHNrkNw8yvywDYu1HOoP59g5E3Y05ergBdlGyZKt06npgW5JYSL4i16KV46etWV4um3KpC62pkUdEAzapNtP9zm/3rmqakB6BPAR4USfjclpeS+VFtsKqkrVvBj6Xwewyav1HWVdy1USKdKOg3ASlaB+gkFfVpAA3SLEmkttWBlqNz1TpCLJ0dO5/lW4N2oy21XhQn01qLGLT7dj6zU9LqNysC2N6X+sVfh7bsO9ir/imz+xNQ7s/TeTNV3Gmu7OxXQdVNNu09gPSZ6bmksgoAG1cKkgEDelp7KG++LKhlnlAwBpQrQLPM54EtFsv5aLXNVZyqS14N5FXAbxx3OFKG7Jyg87CtbVIipPWtMniDyxeal+aKRlXeoWU63KFvlyjakPVY9XLREHSiVzeyL5TILa2m7Xbq7IpYrpQvLJkIXCQYXchiOJxb04HadRqJCoosZDfGyqpKsKoiqwokqyAP7Ty2tVMPfvCj9Y3mSo3giQxkoNhIjO2DOkp7Qx0qW3v5clTvGtjbGR7LERupDVYyCoyqDUHgYHDQq0Ky8vpMsg2dLNR1xzt7SuxSatFMKgxkQAjTONIMmuW31Q9EBPoh6OgzdjpOQJuRtUOYhN0gPmtUnfHc63/PffEJw1ijjh99hKqN6GdXufiF/mCzt6YWUuk4pxQhoMbIFFKGeEEpLK7lRVvQz+pMkfoKrTj67QqX1StIReu1jdzpfmWy+PnPHnn9Gye77mu79B9XTVuDuc31ZoceWsaaVaontHPErkXXo1qT9aXzm87ZSutTg4YR/2axLnH8JJ2iNjb1Dm1uFk0LOQZkd/Z57gu2WNtgp1j91ofpA10GOatpIRtmi+L6xEiB0BYXUlnvoIkLEcYVlYC/D43+N/T0/f9+xPMSmD9STNy30jJzpqsXdEGsQ5B37Qr+9nZsk2YeFgwznPSKwHd3mfu46IgH+ENc/Qb29ZDi1dZrKlOV0xfYgBiuOWigxSgH0rVNqE7Uy6Am6Fw5R00BhkRC4rJ0i6wc6gBDsBOmzG1e6b1z7PH9zYmJZXMAwVKppSxnkIEcA8dA+ZDHQX5roN/KMe++/edZRZNSmYK4d0NafSGT/RpeDAA8Amd7VOi3IviVhY35L+t8/7DIFDH7HwnY8vJ47th9N3KL25d65MjeZ+kF9upt2zGDi//ZK/IdBd8vd71yd32bUraQFf6PIGcwrHQJtrRcmAGCsi76m/qWp4E2CkjjMBBTTMOgKwJO2uiYD8r+ku3fY7h+e0VDCxpcoZj6Zl4N2hWeUcuS9u5dxzr2dAda+jVdfQMOXBsi75FMK6+98OK/fBdnmtlpQIur80kIrysaGuN5gUuiTkzUJ3K4qlRnNDVROV1s88kze+eUugr8/uqf9BUS6HFVqvRUm/6BVPDzAFZEj5jCtzHpagj1W+Y0SYAihoOqCVrsaP7rW+R5Rfyu+avHd1WU2kkdzwD/AqxCyhsfVxSJ1X8MppmMARZCr8df/Fnui6JS8utyrFhoUzbqDUuDKbdxdAU+KIpFHza3LgmIzt1KcAWwXqgh8lC/x4BLXIMNcyYRVjxCHpNpdyNyan7ndk9vTxBstpuf6s+8e/qsbOihG7ebrBvCcd1gFyQtNChetON2LtMTekCq/d/8GgBIMgGHfF1HOsR3MoQFLGqq2ZZiZrqm7zRjWp6bgBtShZbD8qm77N2WgMkGc4ERklh1QGyTqZZvxyqY4/Bed+bGEpZOj+rAHEP/vqkR6dqhXbg/1J/N04rKxOAaYnfeC1QnVktpCHV5OhaLxZ0Om9lcN/kMiTRZklGEVj06k02lZxo6ElUZtikqEgAARlLzqQd2Dbc5IregnU9ucxTUxehGmcthJIk7tHjAkXt/pl6E8Ds79seq8+9P6HRYGBIMncM0OtxGuH1sInYrX3Q6O569o/Tq27v1QF2WIxeiBrtWiGkQcQMVUcXlX8Bwub7KgsppbetmLcTMrrseOuhgb2s4qcupnn8TwhwEv1F/lU3efXeVBbuZYtAEBLu7BWatUIoKrTjQp4NiGlRbwlKEEAur3QFw+uz1Qy7H5aauXA+vpXmL1zikw8kB/PSEONrmfuk3KxWjvjJNkRbcrwozdKM1SQIQJAHmj+9q9ZQbWVFeWSh0tvB5Ezo+llH9GG6T8rxiw7Xm3dupRdbkZ63DpB3R46tFwpTbvD03u866bAapwer4hrNLgnoNkctpcVerbf8QQ+svsjYTjOMAT2eXgeHeW3EcM9YKTyhHmeUj9mZvBTDsJRKr3N82l1yKpQUEXqnlYFz7MUkTZg20SV+Ow0fg4aPaQKpKrEBiXAbrAN/GOaqO/+w58viisKmJf5vRrvo5cD0rADIja/t4asGww3R3u5mKiFv82Hsb9Xa92jeAzSWbVkk5R+trMp+EoR6d7TJCgRV86xHy2tr7F2ZWnL62np2Yn67QVOxTycaWIqABeTmJW8s6Oqb2pMUKonq/0mf8D/2s5OVXIN8/vnbfgKpaqL9VxLqvyawIqEGjjM2Hjx86vsN78uobrt8e0uApdboENDXNjxpq7wm1X7D1Ln3LAZSZLiVvoBCArEsC55VTeXDfbnDWomqnqrsdyBkINhl5OMtsO+FcmMuPL8g9HR5ZAo/+v8NDW7Z1tfYqNMzxTcJCbyaa1CXJNWh+7tFnv/yRj55669PPf/p0CwdUGgqMw0xd4m0wB8FFmcpykL9MwqU6yqL8hmVqu/4c2DABSG5N/EMIakvGPrdtd99C9SpU5JQoKhHXZUuHrJsVK2n15Ve7jrG1NIh2NIr1L3THv4W7Fer5zC0BdECAT19LCt+hIUlrVtc3PxquN1tF/1e0fZBl46DuZlcS/4EA7uzOtttsl2aQDpSBpVY9cFVQRE4R9VpTg0Q09mg56whAiG45QaFli9nm3OOauHgZr+lMfhmYW/T17syU2fp7Cy4TG+rusj0TAlc2nbM3Z+vIIdVQb/TXpRiYLrR3y0o5VXWMaO0nnvAUbprEXATs09ovrC5Y0YICq5WosKDFRJ6OxVErKDxlNj/7iQ4L3JItQHWCgUhg+ewtSzMOWoX1uDTQQmab+gGbWOIJlsFmGnq9jzg24ounxDrGFU1go6YsLNarWNPUbKaMysgWS4qFJhaTfgtYy1Hjy0ljltPWmr0W7V6DcimboAHARODrHGMGwD4CtevRp3udakAW9U6HyizdWCxWmXKVzNZInm42a1QToUx91s5MY/bixhnVaLBbOZrm2ZrO5UAZhOzUC3d32OC0pkzXzl3pHPatnklL8Tlvf1sxJsHgtMFppnPxxVAXla/Y0xAkgrjBVCnvbGzbq5SBawVzz0eLgLDYvFI7us34t5NGiK9jq6ctutWcq5VutOQxwuScydQoHMclDhbrnIsEIwKUqeJbYV20mVbWCgM+35q1R4CbMFmv6qyJPIxoFhdTjvxa3tPfDpTDqlFdW+W6JbHsUgpR5tHhvh0eOL2YaiqajiD7YUbisynnEevBu3bLbUOO+dn13OriWgZ0iUgbXH9nrc/re+/GHGnhWvxgnGb2bNWFBdYQAIwBG5WQsWd2hKp8PVnN7+qw16FPRPlHrUDsa8wbZ39u0P3XKpqXfzxeCLDMqL7y/wKaK9mVxdpBmymREa9VWNKo3QmB4426NrNmQrQEaN5iyUe4Gxncd4uLe0G9Ce27q5szps//bKKDwVW1z4zQDn2WsZaKXE+npd93Xze6OpXz0uBiqiIGiTKTFiVyfo5GrWCfRfenlfSzZvIKKFeyWQ5HgnpM0+VYTuvxUGtxQ0qcrJOiDqOENAo99mNTwUllMxZgTjKA4FyKZKma8hSncL92SsO9W6Her5jyN6mNle82g1VO32nWjA3oU6yY0Jz/YtmxcvSXXTFwuZmpA/3awrwi/k7ATYD9MW3rMj31JlrCcJvXrreT2dm8rDYlnls5J5VKgAWusJ0WXsEzRVFnVtlEnkrL7qCrr2t/8MSQL9gJl+TwUqHRSHp9ppXTzaxY0HvbNiNL6/Or8v6uO576xuMvpb7/4SIMKA1Wvs3gWU7SaaWait+mRQoE2UwtyJKSUoB9wkwdPeACXis6mrNsix7ZtcL98g792RL3b3F+MZJKE/CELOtU7fcRU6hrXVxzwRpOVQ2/jhs/7qANWSOoK8HVKnQCKLYAKa1Rn6+MzpRWQFf+fWz+feX5hTWkH9Y9K4Ue8Jc+E++/gwljjKzX9oKS3YKbGHFV4swQADmcssB2drG52TTibZNX397kWwEzKrkRS6mu35hf68d3LkWyUBzds8+9yIa7N0ZtYCLLRDQmtOaQ3yxX22XIrubKZa11SGzd3fZeDWt/1LL4M4+4cv3xlt6N2IrGB9zMN4GS3FBBB6t+BiS/+NgeZz+vdoSYa428Hhy/ObeHVMYvF0a2wECLoVrl9DsIMZcL8rHSkn4LF53SoYc69a8UkeVLcYPRdfyjT8y8MVNfTx4YQI1Q95uX18MsHSnKJof28QdDtxfEs1NhZh34+5e3Js5Qp5YaN2kmDopFFBbxRkgLhKyhspgMmLjVgJUdOghdK6PIsvZuAprRjt9MpFaqnZ3B4cPdhcV4bDamG+zo3to/ffa2z+S+GqPdd3yBKoN9d/mU6kr6pbJn9HDHdmOmVZr9p+9o79/m9OxcPXkDqyWAO/XRFyA7YdA7HVaEYSIqmMMKQZNtHqvodhXPFcpGhBstps9KLf1JfS+JvE4/bBHV9VShGXHmwUzPPubokdxZM4xeBywokVGdEd6QZnSAYrcXqiQqiWwCAA7ETRVQWtY28RAZkRGpAoKsUWdlZaVkSjsXak1Hd2eVTVcbHFqN/+ojx/fbnAqjqTjpVq1w/uVF0lmt9flkwXhtSgyx0ZuRTKqQKFLJkIUI3VJ+v1gNBh2D33s6fPqPRdnoClaNKnXzIvDUbpDqCOFVsvLr6ZHfHGcMMLf00u4ePnAevvdPMrZsqPB/uPoTo3y/rOuZSO0MfvjNf6nV//7UxOKTg7qb79Yv0Oh2B9FL175WQVtcFpVF/GUMQaRqs+Rmpl+SOBDO3VKarTD456WNT4XW3iwtrBCHNHmmKcrljcKxh7yuUE99UdIaBaPVsQiVik7JluC0EnEyxqE6XQdZW0gz+xzwqsQAqn7WDQA5znqo9UV9u8Nj0r8rKjOrO/a0/Q32Zj4gu4+YCppb+jm7vRaq0VP1sijFJVgCOhGVnJHC6qzBa7hx28OuajXV662odrm953Djj/6NRk4DvEohZD+5/dEvhcDX+bWCK1dBBhF1hTcuKV6v+7XLqcaA3jim62qxLJYLtVLD3Q4INWBmBTDqgUxOiteLNQAgIyCgwpNpafuRvXsPPySbe73GYrFZS81GGULTeQj8+7X1ynnqwAEYCk+d2ah85YFd6no1cgNsffJJ24dfM5Nw90+3r6Rh7eJ6OUvBcYEVVE2D2ZABoypwurA9qdIK1gXdn5MznS3Tv18SdVT+l5lQJil9cVvzx6ZgZJrZgZD/Crl62qxTU+LwHmtjbqEqFa0Nvaun9vs0VW/WcxygexW494vAtIozzs7TT2Z905XaNeijYeWDplgNAy079Y3f1MVAINqFl+PJo37++ltqTZTTFKRSgtaucWhsTAmrbGRqmBk8ePfeEZfm2qYC1+KK4HHmV6+CpFUt5jSOEKYplMC7P71DW8XAmbnGBt/T4fnLyq0sJ/EIYdNg+30GfPjIPU/c6VMb5y68X8ebSxuoR46dej+sqPVWCLhXBo9u9WwP4OgWorkKQP19qb8v44NIkxG9PTQVlhGCTBBAaS3vQVVOx5XmxYwHUaDOjwvJGzUpbPUWeUzt7Nqsw10OWMzEGrXwZhwGdJzBhF8rK5iiigCXz4gYrrt/GC2tA8c6BrsNhKG8GounVwSQYgTCpPIKyDEISkLePq+5qyXX3qLVi0WmGJ9aQzFdrVzKZ4oludXl0DU5SQEIKl2hijGvX5OMCgTu1ZlGUHufKWjhPK1dex1CnKKSiTSmBLst7HvTaznWoyvgTWJ5Zt6pNUnYSl9g6MAP2zb/96fZvciSuK20eULuHfS/MSPd56T3jUATM4ceXcKXb8z8fuWee23nf5M5dCcw92fgE7/YcXnFWJJVeG5qK6mfuKWA9lqnqH6wWB51A0kWRym1ABnrqrqDcEzC9mVJhKAFzgojiEaVVS0tqYpIszTESiSiecK29VN3dSUdFj5ZcyMooRTTTYYWYSDCnJfwff+8vTPYm9YQMpVcU9F8agNK13xt7pnTbzvbhteWN5mVqaN7HK99mBrpsTJoCXKZmllBDnl9x1oEDEqn+cDHcP3tvGEeGbqwubR0/0+5XxGfxFvd6sYmrT1UP7Et2kJ/4wuF9dSvuOVYXQ8qU2H43Qa5B3WoZM40HDDW+KxsB9Y33LzreyDASSsUoCgg6DU7fvNQ99/f58aUkbyhonrW+4TILr3ueMD5i2n4zkO1U1eKZpA22sDlnD6ANAVW6HVgpzYkEw62WtX3w0q3EarUZMCm8351f66+XbqSqmpg2UYUYstwhVZi9D09gUcevZ3VeDeS1UwhPh4GalcB73bA/dmBTVqxwRnSQKbm7b71hcrryp2job9siF/jcudZeVYHbDt796xr5EDpem9gLaOtV1bIxEuir8uwMlVhX2VASxAP2tUhC7KQIVna0kIupptStGIHxHKTw1gQccKFTSVggHx9ga3bDg/v2w6jxhrFyIKwnMlbDIJNEGei4O03rkEHzDimC1n9IARbm0kVJZ7cdocBAd+NnS59xEiVkDJAqTdSqhbMZOq4kWuIOf5kuXdVvFcEZ2BlSjf4qWrPiogZgm+85+c+ueho2EIFPZsENpUN5WEnTAiKvWqEND4zTssy3m0QPrO8tp9oOR4oMBYxbeB/E5HIs6YJf3MFlAD1XkD5HH6x/uXIhy9//q/UZwzYc3fy0z7sT4v7exvTI7QuErczytQc764LhBuSqlB4UhndEuzd8qBe40gVNxCvrH3vxSnUotkWNC/VqmVMthlgPeOGNTYVSljMoWAlP3kls32ntcY5Nqv6Dm8oWor7TQpCaOlhp8fhLpa1R+88tJrDz77yx1IjPzjg+UEbMuzI9nVnSRup5GlVRrhkrS5oc3++HAgqVJOspJtUFU6WtCabTIAZGYMLtJReEV1WsKUG/Hcy/JHjJrYoR+t4O6nxffI+7moOXf2gCtVkAvPtDI1PrMwWWcKBCbAR4qC9D3YxcxuxgrBWEe4rTRaQvZ0+T02ubZUZpYnWeSEBq6xGZfUIzEMUDcDpzUUpIettxpB1aiqKN0RLWwg0+tBqkYMBczQG8HqLiqVXaR4A9e3tTUu/pQDVUVuHvjJzOdLWOwzChK/GZ1+7jTrJIC7X5+txhhnygVw2n6oZNPvvlyaJbMWRuF0ExbzB1aguzlvNVwuefbYVORVzXb5V627tMH2eO5unux/BF1uclD4Sv3zdndYM6HWNutlAdODGKb3NAEhms6bq0JF5AG2H2VpTS6C8UDfdAwaDqinqICvlyQxdgkiiKbJOEPFL6L3B9m1tTp9Zl5BrBK1q8jXMQ6wnqjBFVbROQbK7HGDL0Z69rfcly9nJJF6KZkReorNMMjrXiCS7Av77Rk0LPd1piED8aafdfHW1CYGoZoe51xkwZbB5j3lwL1KfX16+hOov4rcoA/FfdSaI0p8HxIrIyZu2ynI67zz4xI/VNx6yidKhFvXdqFq0yA8OaISyRaexUw1eRCCqnOYJ2z4TRhfW65AigwAgq0O77r0HoY8aimOo4boh8mF1k2nQSUlaMsDtBmBivDazQR/rR9JpZS1MuXqVRQqKbAA8CUuAdGpKdTqVaB40t9md33hk44YeSmq1Aw6xvFT7sECIVbZctjPsVD75jy3WCljQNXMYBUBrAMhBu3eQU7eDrZacptIs+SUzJuZXFRQD3hwVOTn3qwV5jxkgfmDhhnaFqHP9npm5Cp1cwGwYHuiUs5d4kNU2SXv30RF4oorneNoL4voWNFYP1eFWjF1tEkacIMGG2MB3e7zB+7r7hvd2EC1UTeD5cpWmAYbfhjErG/zN+TC+v23L7rbMci5cm6m2CF6L1rVTC5kcqamFjmfaz9qAjRtscGmt+hET6ZbsC5DHiChmk2q36Y1R8FubVRUpiIZ6ldiUCnUpZ9Cw5WVA0omFipSuZBZwfKdbO1anNKirl2kS9WVFASAEeymHbSUDQVN5rAAwQ3yiF8x/6sB1vL4/vaaXpeTkQu5/R5GCbu0gbXr7w/ydSo3JGXJPFRKFN6Fl4qP+0IosqOLwMIJGhNSa0mRUBMVomS2kIv59uMSySHIZO3HX1hLnXptYS9BL39/Z+u5i6nq1CBtohiuPbtlev84cajWdvsxhSPOIhRhrmK1C0+zV69u6EKu3rLInukXBAh/4xB3nLr7EV8IHfZr9R5IcKeJmjXQTQu+wld+EF/I5SM8OP+FcmUtDYU7jM+Agu6WDTZRETUmagWCbAcC6df9zrfl9BPyiZKJaD/RtsTDSVs1q9GffGe+w5/ztus1FVqpsXozThw521WlodXEjHk3fsdUTeT8CoI0dEr5TFX4a5zylMfOwZ+t+5+Za6voGCxtRHBPjCJjO0oBWZsjU1RTTFaxnZtK2DaX3CDitN1d4yViW/Z0GZRNeipcwqckYrKqUgKCW4uKHJjvqGh2AWho13Lrdbb/+wTRsARQHRuKcEKlminWDlunDsWqsziEjzm/+qK1X++nlvz3cHzjw1wL/QJMGipjSmM8m/RUxV0k0YZDhd9T/h8ceNx5w3KhsE8GbNe2XNMszNgHmb087HhOx4x3UmK5yJ+FYnOWMVpsB0Rob1SavGExFNwyu11Ofchu+tMP3mraHKpQ3l5RCjvFoYKMCmKESzDaLZboE9LYBnC1JZe3OD5YW+pwGvcvfWbm0Otp76qSZfTFs+dytaV7M5ygXU6NUFvKa77YQ9UOfOZuyE+c/mFtd2vOs5ZN93g/zVV4FSEU/IqNRnXk9UrV3hzSLRdHd1ctbL68u7EZUvUie/cNt9/wOjf2P0aEx//oU/Yrr/v/cBX1ES26FFlcRAaHuaTES1nbVyF2pQxZRmovUiyJgMMDZEHWw6T1Z3wQAiYTwX41skV/8LRTlBnSWqFkc4HTLErPUaNpbkR4XPH6F63VJDRLKLSs7PCCk1dYzCuGT+vXy/LK8xaqNlNgt9wfEkXsv/5qFfJhxJyJcfatyQ4KObNd0mtsuMdFloSk1vn3e+kCvXN1QbiQASgYIAs6sYDWAsWkSHWYAX4ZzsgrMAtAvjepz2wrg0eb//DD6erp6wuxmxw8W5z9o0NMU4Idt9LvUgqqM2Mrl3+j2fmrPzOYm/jh82NF64a8ULMZLHl3Iy05XbBJWR0RaS9g7d/WOHtxmRa2VGMEplSqV0nts0O1EcFvo8tvzCol/66d3vPjn+bcmotnKzPDn9vrSmnSNzl+ri4lJ6LkjL7OLkQorCthGxSj8OHf0053FV+cRfdFsadOZug24try7EStUV1Zgld44q5hGwfpCBvBIwE2UrjbD3W62JNjNSoOvKjt0jhSPDoFmUNMscMSkmK0btMlC+XCf65ulRtdjwZlxn/bnIj2w+lUaEN8rPhf5LlVo5oZJYQAfUBJLq7rqn/rVJ3vwOzuVD7/l3ONI5UTsZ7UCDu8IymeugXaPfjWc27INlHKCUbCBXzh69+pSqmjR7LGhzYL4fjbZpgO3aAOnMqtuxMCaiUEBWea0TSH9mU7X72O6e7aDV6su1CfUGLucLfUd2rm1393b2o7W4reuv3FqfO3cjz5Ree5/c8lEYH+bUcVu3tzsHzTW+RrCYrfXeZZQ3SETB8ogWy9QIO7HhbLawosTgnyNVl/pgJzlvucjA9/RrHz/8MEiXPtjku/1m3bauKTQUEhWSk/PSjLGy5k1SQUlCDRJDEIw9TsNYgxE89mKDANuEAwj2Je2mbwgU6TkaxFGMkKMotAqoO/RURK2dxS5fauYwuDWplSXAHrEiu4OdVV9Zxcc4CbvtqQLy3mar5c5AKg3NXqLtutBm6nDgJNpBKTyWZNfNuqU+O1Zi8GISZzaiVKZqj7OGz73TOVAL1XPfnjql765MYPBACqlfwKR58EdOoEzXBoXHzwhFzurdo8niHNv5lzf2qJbmwxtqXCXlxuP6fbOQ05V+dkPph7f7m2sZqeI3Ke98lTE8sA/td/+aVyBE1SQrIlgeorN0eSxpv0hE/NrBdY7hWVZzyWgeSHlIXWIQLYazA8JbK3b16JtcjYr3+CUGlmv+2LN5bAwv0kLjzz7tOmpbRWn6JdMaF2XKTSruWhurhibnJLqyr2j/sFdjkiUE8MLvzy19tjjRIYWZdnl3mqpZ5quXQMmHF7Lo44gGv5u7MPp8O67vBbDMDzO7w7dcx26dasyZtEh+jIwMD/7286K8vCBOqHRtYPMQmEyqa6leL5ELTFMIcPqbMYGT9K8/FmLucip0yXNl54+0GG+1fjLrEh1J92k6mavSfGJMrWcr7dtA3tJdUXGhbQgqug6q+uxEau5jEELtXrRMYukiBh9QRjd01t7qH/zgiq3OjRVNn07IiMqCtSkXEqulnwDvbq6HMnHbVt67vHiW9hboKov0UIOFM4u4IWWULtSzwFli17xcMKl60D7qgWXoFnuXk2pZnnuZPev9NqTnP2YeFUF9W6ZvkhQZbA7KcxPI1hbB1smjdvMPd1QdW5J3oQH2iyXp4tCG2bJC2ZA4gn9zi8e7zRr0LwqcLAJBlKbBTdhS09lrEEfk2bDJYoI4TdOztgt9vZ7doz9/NUCrDRQWcAsQw5o5Fireau3wLMvy83mS9OEH7SlmmK/R76QoLrzvjSSQVp7DjgNxYXZhMqcS2I2sE8k9hHimxX043bk5ZrQbTbTldz1fu1ni6BCNVG6JyQ5cpAFlub/AJQehZgf7CRetVtWULL0FWsOpMLMQPr5JdKyfqIqmGrA86cBQBnY8ud/Gdr1/ic3Txt/6/jZqe/+EYvgfZfhzyfAaDxYcBIu6nZE0LNQICevTwMmkzDsbx/t3cHjLiRgNU4A1ftU6oXr3BN9mm3GAKAkz2zO6zGhD/YuVNM1TRBkq90q+73p5RFzS93py0Rrvi5zeGUW7jNUFk4K+d7o5nptZWUJzrWxAEpJtwHePQwUUptjtLV/RHc9g8sMoivxPaQE6K3zWYxBG6SR6HNKsyB+eYP9yTB6lJe+sx8CTgW/zT1cQ6Sf2CzMPPzQg2Bum86q85rzOUXObixUGpLJDVDTuaqj1bIwXlQw4CGHaajPkayyBqDQqACKAKxp4QMeuJKo5YK6ZL5cJQFeUiocrPXAAYP82iQDMoDohfNhqSGT9big1aLOh0IT84aQo4uvR5Ob+jyjaJpMB0EzoqlEl7Orb5OejwD6DlifcjiUap3PrTZMAVchlZZ1vIGSRKab2bEr7hmxS9UT5tO+3HtrMaKFEfVW81edKNOMLzNlRGlu47iXsouqyhuKBYeQN2a6bi8bwpDNdzPne86eWrga/+Jh15nK9d8eW/6PCzp8+A8aTpgfTzbUjFhyf360tNFkc8muPi62yc6I9HEQ3tlAphHah8mCRZbNOiZCt+H2FgRfraYHClKwV7NU1LgVqkqpiKsADBsHAlvnN1Jbn+vZ2bZdFEI5g3KtsNJsWDi0gPqru2HbpoSV9eSFW7WNSr39BHkn46vE06m6YPPTTAKAQ73Gipo1QT6dy5kyXalfdKLJGi1mM+vbNd5lHbfZiBBkM5yiBcJyGyr95Jd7iX2f0lYG4drzfEMws01dvbSxXomrllCPMeNtK96KePtNFzHDkL78fQwz1i9Ki7Rs61riGUWajqeMol2jIyALCaQmVF8/2LJH+tUNddtWsDxf20BVswX0+YEmBXTjsL+FW8R9qW5fNaZFW/3S0lq2WCTatdB6lTOCUKvJXTWjDW5zM6qFcP7qAv6ZYwXXcG2+hKiiam10mcHabCFFwiKIZLVNvgrAQaiaFw0K7CxvUqu43GlUvkfx38JSLG6rK+kIpCmIQANnNhGHcbBugPbus2od8MqFct3mMx5STr8T1fQGsOWinWtKD3Q8/e+fMBQKOhrT6tVotiwuZVykJzpXtRpsTKlYSrIBVczcFD75YM/sRKYYv1nWpJykyW1q4zqcHSOuxHsrm6HtDrKIXs60+S2yUSosJKXbDUtnyFCsx7KCpYvFMxUXPnTHbrdtX23+4kIOqr26nOvUA5MlwoY3Ks1islPLjsueod2/aeT2k5SFJ8dl7LOw9OMdZlTj+j0r3/OZock6RVb0mfclskOUYTfzbvW1bGr/AePHfjlMVz5h9wi97xiWM97KBhLQjPXsdi9NcbtfydZbgPw+snmlDK8rygrMdQ4/+IhaoMCxS5uffcBwfZZD1sLSv+6wvDpDP2LHdTQ1U2Q+7yC39Dri4YXbGLWLlNuJaIYhTtYVl87SrBSdfNBAIdt0yFyWFWQwZA4eeLTrJ9/9YcfBkfgbC4zZsskqdr9hukSl5ri2YL0UxgMeeDxvpDG2rcHocrRBC+sCls1sflWPbyfBF7uxuootzAcH57uaum9z2PCxE/Txj1+6eSn3y4trT36ZjM41lxaa9U6f2ciX1sJsthayIitLNQyCDljxoz3aQkkuVZOVLGi0IiuQsk+STkbB/9enXo2UUQ3UySi3tKSEyLu6jKfjrMUkQgV5dFgycMDcBgvagcpM3hKV7733MBoFXhLH6U2DYqlCfoJZqBUcXntbDxmPgupN3G5ACWUlXoMsDcCO0EtR0SBaZZegvYff2brvHuOOwHR8/oXD1CVpN6DmhMwkZ/QQSFz2lsCJCjrgMfeIuZ8+sfXrl8qZS+/e4++O/vii02gno3CFYtfP4tu0bClyWksv1kgzqZGaT35y4o1Fv89chyFenhEW2OiZRc0uLDgIWhQVEWqQr3twLd+uw3+YrysSxBE44dBM1AsXy/xfutuTycRfp4in94K8pItOLq+m5LriTiKepE9vsemWmqvVxTnQJhCguVOEZgEtBmqup2RNUxh6osP8EUR6frPwp3A9lt/ztYP5cppP8Py2ETxcm01CIzsQucryDbTYzOQFrjFP6QB0HmE1ys0wV9/p8naQIx9CKQXCbrj3gOrAUKVEQE3VIC+L2PxqUmyzHu923VqXMuOZPQ7N7XQpVmaW9bVNF/JZvVPMc1C16CaxN2t6AFYAOY7bJKgdXp+TXU2gzwg4tQBqBUY/QTq+2lOobNhSVvkH4o3bhTAfzD3xtNKL2BfR+msLsKVi6zGkzoSBWhbVoP0DHc4BbHpiDsFhjmc07S2n5ihzHW8zKD12ha7oNNnCAZdvmeXyXKWUgSoo0P/1HfkLGTZUajRXiTAHCo2VaaAn5E1k06Es2tJAc3G1I8PQJSTekz2+21GzotV3V519jpEUfeuFSO8OU/n2mioTnd85eOgT39Ty79gsWMMGZtJ5i5mT2mwtdRWDIKeB+PBceniH4e3LuZV8xqdgNBL8VK8jPTdyK3zLXFaF8lpLwrT/6NDMaD38xSXN3ZZotEC+va7fYs/PFgirmt5AEa85lwFQj9Hp8nSMdFpdltCOY0szs7Hi606Bebva6BMR2Q5uxKWv6I5o1t0/Nz49Erj279Nvf9XdxPtL+IFQvKzraGFupTJawfnKGwbRYrP/ZgIgWEEl7332seA2bQWuQ1vGArdLxUjuFEiWcLA1+EInQQy4+Zc+YGyquj0EnHPs3duJH3jYX0Xs6RuT1WpKg4lv/H72iSNdyCExF5+lO5FSvo5cbpI/DBgulzKTBfqEs7stszkLYzcUB6eCe8lshMsIBu9moawSjdfPNB5+7mNzU9zXnhv49c/eqAvc+FuXJE4YNR2wDumFwQA6mW8ZJcdma249sLnAeLp6TLXG+bKo0Ztb9JCrIOoko8VoINYSBifx3aT2AezQFL/T0GiOOmqtuxryyJ5+azk6Ud98NxPbTJQsvsjpuT27+Bqkt4ZQDcR7RHiL1/bEfcHsqZXZJuyAVWtIOxtttlnVKyry0X34e9NgXzdbo+S/x4GQDe3xENcWSxyNDGqx2bKA5oAd9wKFc4AWAYxuvblXZ8ji+bQoqBBuUYxsN1sg8BG/iy+ri5FKE3ZvbynduMi3OJyYic6pVLoYNBkJzzYY3aXt1OuOn70r/Md72fjkNs1mgn8/C273wvPrSiCf4wnttKLJiPLOOj6q0Vz7/dV/0Jpnt+nVIr1Hw1vI6XeXVpJE75Y/zpmtAr+WpGxA10peWL7RwAMgX070Kqijs3nEbcfjg0HBFhOwFRCAdGNlgXdWIjbtYir3aLvOmcZ/WqvUFamftwVR599S9F1BuUfg3r5aH9rh6T9mG1iTYxvqvFBS4q65t8+5HmX37LgfEgNcQ0AwBEVRQesaRXfFFqfePLN6MANxbmKwf7A4v75xdkWzqvg7MTxTYkzmFqujIhM6RJth4vd7dv4yf1YsVWUUblhs9ZXMyJ6WGi2W+SugWFJlflT9B1YUjT0d0mL3VLxSS6XyFj8vaxammd6W1p33gn+7MmlvZDvNDiNn/adWF7yyrprAYjN1tqocdeomm9SlmmQwACSgevXAlED0lIQRg2am/eP0j1XdyhutVQkysA/v4ol3h9/d95xD32Z8ZTJWaJqGCBPBr0+VSCNns5qNTjfHNNcmog2aRgFB1+Znq2wqMW49NLylw7YZLmwwcgZD6XS4JqpWUuvY6VRsZPw6KPS4vVG7L59zVKjsLSCKA+5S2fIFzr8Xa1DoygQFBUBaD/WFyKrgab5LcQKRKZTGJ4s9dwQnJjZdGto6qtU+NQIrr4Rgx5qRn242ul2toY1MizUwPZE/7GPOLZbvbofPnc0+sMXaiVd/U1gTaVh7raYhoVanM0T6x5nY0Ej72ytFx00K64HoF867nWj+LlvtzTDpC1bojJbk1Zwg+1ogF57swfKZDUNF6W6a27d7UPTwa196Y9ASbNZK6zlqFAT/TVu4RXfOskuD+5SHNPquVpXtM70Sk/u0fHHA9qufVFK9Lm5zHTd4wlXW6dzW9ey+XhNfDbHcCzcN+y9dTCbUJEmkVAPjJg43DbXaRhVgVKAe3HbtbNe2rm1bt9vDS+/DdAYul5hcjggKx7YYdQtZMDm0b6rMUtTyScmgAyS3SeJQLKiAMapRUJGSQQyWUV4Q5yCthEIarSzqAk2juDm/pNNq3P1tRp126sKsikmApDoNmi989Z+12Lp05modqaIlsKyIt6Lix7aqsaImCgaymUY7QOCKSgoMLKFGXvev5EZGhP9EdIJyAKJ7cLkWNLXt+yQ0pmvrx1s6Ugt/vDRRsuSrTrhSygGqDCh1p5KK5qpmT7BcRO/dRa5ObgCKKMBwSRbtkHQmCd3bQ95OQB27rbdvpQdc4FgVbDPIK2U5XVfbUdBAItGKeNADeH4EjHUCCOrTTGGeVa1+/wPmtcBUPSLlZ6tzEO13QNFcKlIgNURo2FedToCtLo0AZVKcokLmAABsH2Ti24xNC33ncuuLX/2IAVY+QyZHumNsSd9Y9dD49YfpXzrBht95fAPV5YsjO4b+34POl68UBCobjQkBk3d0y12FiT+eigpP235l5dhJ/PqqsHxCV3pgC/Ld6tIzv/Gc+XojvHsXJ/DNnuTiVNHbaMJlwBAGJjhUTQCneo0KDcUw9Y1obVW2W7Vlp9l8aUVAFO2BFuPdUL1RJvuG7WUFbdR542YFqptUdW/F9NnPTLTubwNeAwFGEWaUjXEwqo5VqZVyYWOTrdV6D3gVvV8fjwEb0YVm0QDnGpYA0ZAADrZ192MEomvwxfWqRDBP3L314Sd+QDVZRFU1OIBr/DVEa8W4hlSuUo17/E+8eP17oGaCeH3mTYPHwRTZ1cilJM0jLOK15yONTYrRAzRdM1GZZTGv/l9/i68YLzFIAKxVdcjr0SrmxnV6fjMHWjt02Sca14rg0byOmn7tyqP7G/dP+c3fpZO1fSWTZzE4Gb2jCLu1pbXMUgon4oo4TwMNmaFRRdq1sy0dqVfrmWaKJkGVsJpFFMrGS5zI6XX6Ox7bgQvJlIFuMHAJKahlrLhqRgoozHCNgADvHZQ5PbC2BEbDqseM/HtPIFQyFWD4fF5Ykok0v5ng8PtbWg1YAXYrORUnmGY0qYdwaq0mDOgxijf8fGh4q+6EzK3JThyoDIsD28BDxRLsqmjJ3MbszUltjcqWxKUFIJxfEkC5x6MNw4UIQBpTpuvM+tG9ewuNxnBOuWjzmbSJDMgVB7HC+xmFloytFkViIFHkjtmHOTOg95l7nbmNWjNXsbTWmQy9jfV5WwPwyfd/EVkls8qPdSOP6aZUIzeL75hM4g8fZE/mYk2NxtfDXihhB33Il/5CwLtH8mYjPF/XSHznrx42vLHqvRMRJhbUIksbee7diLRdim7WcV7vwWQWKmQoEMk6erZ9BpUPLC2+G80tPfhQb+vWlemF0vXTDZs1mycAf97+yq5nEI82XUnWP5ClfqTY2gReYjQeWjZizMPD0DsrSl+FGIeqORQwoaRBlVKSrpSLeBi24kIbdT4+tSBIKghAiIoYjMTH79tZkfMt1RIECG+sygaHGq8KLf3omzPiriBWLsO9+x2b4xW4jgVNJpeKOFhtUoN9JiGgLHfAk7isxkbdslFc+OYfnOouiwVkumxAa6blqc93nVpdnqe50lhl54jtw4nsyNaBOs/HNlOsDWdFRgMBeifihrCr4/Jz+1uulSBTsBGbKwU8RoSjG2W+gqqsAHWFTAaeX4vQ9l7kworq+JKc+1ekRStrXs26YC5ySCj1PLllove2kjOfUMDr9UpDtu7wB616empT02XHBANfjqm40AkQDVd2jU6w1Uxug/nyQZ0711RPBL3u/bddqwZOqXrwEMSHVeARUXnmUQf9p2qIJDZGA781qrrWaDnfVEowVMndXJ9ltCjD0ghTKz56x7VpOj4l3JG749WNIupSO/4vdvsy91+6qdd5Gt4HZDrVshZQSNxyG/BYTdx/lRkN4IIsm+HUfoP2H7TCHxhvOV6zEI39JjWRAX5vdH2BTMQqDnMQatfRiJAubeoWWMedtXzHxeB2C1jG6Bl0NS+kfGkqy5LmVgftAZ2AGnt+8anPDy5T+YZRA+sNg25hfF0SKWB4T1sxIS4lS324CpplwhgYyyif2Hf3T0+/qQJAWQZIMctymMAyAAjsGB59/rXPgMWT0kyKxpG9tbVbs/nTS/Sq2Xz/kcB6GagIabeFnJ6q8+VCv8uY4cu4XcVNPLIIjDXYiQJ0jxcbl8WFDNhicdmPq9TnFQDw3Zz+Ru2D/faq2v1uy22nX4Dcp95hsY9/wpPr8KxEKRFut2I6JpdmG7USZ7UauruNG/P1ZqmgE1jMGHQHwJrC1jYiCA/7DJqqCuZUK9Rl5RZvpmM8CVsgHegMIE1KQmkNUK/IHM5kQRU2B7uG1RFHsx4fagDcpdT0m3VMB/N1MOjyKCbb/Gz8gVFf3FmZvhrp7gxITQ7qNdRW87wMtvr6WsCTIIACQmYr3xzUkZWbBr97C4jRhSzf7jCzBsO19dwAmbe7ey402O8sjR/V4kP2PLfViV3Spsaz481I350DNKfd9dio8tcr8T+v6e7uaV7aRNGygEgDDx9StW6zosHcxsWFjaamUSxnK3TdVxNrXkNlmT882kNGws9q2x4WctUCpOnAmsj6eY29kk64AUFcrKbTpg3Y87q2C0DB7p5O5vzs1q+fcLxzvU6O6xpnVq/aiWQhVeL3+NznbJw/oesCwRt0Q6pQ5RKi2no6TO2RkkFmxjcbV058YXdn4friyYi3zX1sX8/GmBLPMJiqG3jGi4AGffsI27uiDdUbz6vKfRQjWaU/UxI2pgRgcNQM27S2aJY24PLFhhRm6k/6vR8WSltQNQw0yrJkhEkM5DtM3qPDjauvFh/7l96Zv8w9uMNw1KbtH7Y8/cr8HEpuk5TdHqW1E/jihCCl9V0du0V9nNdglelyi08zbIDz89YP85wRDh6WJLrO8O31sfjLR47svjWjlL1byXbw+EGy+vmXWtsQ0uRwGyxdds+r11bv304mGWq/A72YQPQZqNRU23tdZIsOqldZSdk2QM6t08Vu89G+mpjAcii4z6++HLHYDiJFVAvCpgylNL8SWYJK/hC4/WOq+s2w9PPzvO3pA8iD0c1JBokMPeKtjmfUNdhq8Zd8PLSYauo0dL12OxJFYFrdaJBHPGSc+bffVjUtirwv+n17+n1YekAYsWT0YzGk90NDsrf3+XeuwdutMqtHH7Ho5+daq7l3Tqp7zFqzkWLRhUpUMvk1tcCK0uDz7I1y19Y/+IYLhWnU2JO+yEyW684PMAVmvJJgcygLu0G+fftsMlb6ZZmt6ap7eW250KrwLySbFwzmWDX+2Fbrz8LSa5nqbhv5TLc0NS10wrF8khXxqqrVV9VE3vzaX+Vp6K9dVmEA2x6ZVSixxY93toJ+hM7lfePkxjtjyxuF1VLZcaetsJpurZguF1WMhbt7LLMrdZAGg3bo0pnw019/mCxULt+a/ea/b/9yC+n/1d9BCWCaEgBIEgB86b7Hvva5o6vROf3NmL/LMCFS517Z8G732LfZgdWV8AWIbcc9d7fJ56utev2kAF6fyx3VaNtc/rEPlwKk3lsnurqFb60yih3bbgHDqcTJ59Wt/4KB2GeWlMehlCqawE4zJe2/3/TbV2rVSezO3MbNnGQKjpa0qLxKqZtJBNy322cHmPGlTC1dGA5ZpyvgViNhaMBsWag1iQ6PbymfUAEkfyN64OCO2vZj9nQ+ebGZeD8tQmmkUwvAaiPLq7fnoKP9pkWJmV1pLqZ6tsrjXyHtu/ABBeVB09Rva1PZmnEKac8omw1RV20/4tPeur4ElKpCjwE3yCyCSlZjjVOKa+G9WtgmKEmOdmUkRmooBZYWLcYRtPK6/IiTf7EBFEXAmVb+gIz+TtloAOT8lSVBgkYG7vmmDzl763y+8vprMz7tCbvJ159885JppIf3dGAmVOfepREkQcOGM6vN+TSGzmJhETJpl0kTvLzh8moaJlejYYDg1uN0xQWMktfS2sDivz5a7bWJX/kbjnYcfksPWvTdQtIC/L+OwvLiw/cOuA0befbc5Jc1ni369Q/ydkfd4Gm8/GH9sFeZT0m0VyErVQNpodoPlBqVBS45mPi1hez81JMhP1bqHE2v3VbF5cQjBzt6/u1jT78dPhlQ4FdeAk8eOaIxidvTZbaxflWFtqzIv4OlLif4bl7Zp7f/vVk/AgmM0ctgmXBJPYxopzkIslpFISfUFLuez6loQSs7zEpjHRi84+HhNhN87boeL/99mnumy5ytSucUNW2Q7AI4YtfdUGAv1RhLWEweG+b3HceYgcbCjbnIyzyOAbavAYcOA91TwMIkoO68y/6+23x7bf2OnY/ebYD207Mv/SnzsRPE5V3D+dpt7wfzqzXPHX2lU1dmFBTo3I9NL4g0RLY5an8bAx++v9UysmX11BwBNSo8VFG4qsxiFhGPq2WDlm+oDZMzN1MC3QMou0ZF0+5hI6hS4Kra/zWbZ+ioqT5YbTAEC1y7vKQz4oREOnTk0vRks1zLsipBl7GdLVSi8D0s9YQvkLn69e2CCkPfVDdKkBvoUkx75daTK+uteaPcS0I8gF2vQlkCb28dves5Xer6zR++PHGx6WwVu4IksWaNZcq6ivng/gM3VnIzPo+ZaV3oOyEMuTSFv3efeXt7w+1RzWJtQiJT7/XQy99T1LU+aLYbMHO6y+k/kYVBS6PGk2ejhbSenJwAdvTqM8VaVEQdTc2mQHx2p0kXTopBg1iNYxXgGgufJLXdQ3B1uXL0I/37fv7FAWh0XG2nFaiWW8DWFogCTW+VbpQabc+ntj6JRoyQdKtULikanQUvUWopHU+B/jZPp9to7jBHb6ZGdwFXN1HRmN26fR/w3B9OikgoiHn7BwcIgtUqacTUh4BT48myM2c3ItfHGFnXXjxqFjErNxUuNVREBdnSBrNe1ZVjuTr06sN3DlVXbywz5VTimlu7W2DWNBhU4lZAwH4REXcefmvmb/r/dtJJwGxowEfgymOXOeh5iydcBDDgRhf4ue/uyoF7db+MGadMQataLq1VS3y6ZgOsWQH1t4oOvWU6WwR0krfJz1c4FoGsAWR1mdo12Ktuc2+UCrQbFA2o7ka9mSyjqSZIGCUXJukhZS1q14q2bsz6z7KdNEOXocS1fHqf1XeezsTBwL+6LQtkI6RNlCRgraAh1YYsqjmkEM7zX7V3fGPXpxOnfU1xSFFdGwi1hGBnYFurFtkyUu841EwJJNQOpmbE67OJrPb8RuUDtewxiT0mfbPROF+pwI5QkEaIoYG6Wc6H1/JsngoQlJFEy3jgiG+vs93lDTZVJDJ5fpphKwajnQpqbVTj/Ek0zRdt8jDh3rFzS2cX3/zjpEO2D1U7y4k00jH+lVjzgd6B23XrdHBXOXut97EHgFc+OPHanVc/80LncP3ki4nGwRZLmtcZodTteMcx4+YNimgxtlXFBUbR8IRG5QucyblrZ2X+hhYXOnyeO1XwwScDr17kdoDzRpKoLbAi6s56zDsfKPethZuXCWgoOPvtM3z92J5ZS8d+p4sNQkOd2gMWZSeBEHA9gMsKoSmIFN1Ee7TAHEDIkNgu0Agu6h1qHAcoVfURaCOF2dt8jodCF6fnknZK7mwY++Qak1suVfyw7VFS3oLBQ21koy4vHdC4zLmSouaY2uuoJTm89fNPDZIYZACRcZQ9DdR/CVSe0OkO5fj29TirrF+oxn+O2799sxmnBE3Yh90Cd9w1UCiTRw+2jOMBwB9y9A5WEg5MwY1a5ras7e4CLq/H3v3lDcFtzW5t2ZScrp6AkTf5d3cvrMLdVoCsCftxwSTSj1uT2lrNintDkre4Rqb06O3fNz/4l0vTZ85SymZuYnXA0dNmMCJc8tIbLwJyLsMIWtCwT6/ZF6TJFmB4GPCp9YQQqcDygvO/s8FBkEDCUCNTjX1kq9l9p2KsCfpCxQKAmu2ugN8aKDeN/q49z42YORFIgjmOzYmpuI4VgsW0dFVmpgZTSxJ6xmX4AABnTfOzlbJuOvSphPdrScOnX6302gnsa63glngerONqStcuNxy2NK/WpuaEXAK4p4aOGKXsUjma5/MsR2nEvRbpzEJs3tBoIOmGCTR5lM+6xaNHXV84+9tv/UPPvR/Z1q3wl9en3rgiLqdAJVoWQcT1yD0KFtwzrxu8b1/FNFC9gDTzoA/RW3SEnE6sRmshX/PGuflcZCUWSw9udb19nnJTtd5xhv7FVKPDb/TiVj/JQfw8ruTXKuj00psfzGhbpcTF5ZPjfHXHyLqzun42w1UMx+/c5zRq1PE1NNeAJHdZAFvMhKYmXZttuvSiEwT2A833ymBVNPsDeuNHtPNbg+cvk8JfkfoKYFjnxISQnoRpV9Poq/yIXT6fmDWYzL67WwbQst9e6uxxWcpMNdEAi0Wntig0UltbZFyR16CSFZPaMGUxXxcQYcSmTy1RelhhDWxK0Tq3hXQ0KV9o1ASabA8iB7ewTBoVyoaPodg/7lJdaH2DZxiJ9jHMHZ1qp16RudQCVyqwaINZX0wncxrrtSxYZYsUUQqLuMhKRgC5p0ujLKYKiiGr4h8A6Pck0/+J0AICcB51OcidSRGbKHhkl6l3p9XYYqgCA1aqD1CXKHY+Wc+xlhSMPOJVuoM1ujgzd+YaaIblnR4mU8avRB0hX8vhu4cHjgfuHLIbGzGqo4GA6k9fz/zqe7o3x5SOAQE1m6hqoSK0dzooCsMt4J6+5H8z135si877ZQmHjjy784F+s1yb+5eHyo/M/a+BG9ecfTNTWv9gkpYwtJN1mOp1OZvacoAohbkuBB7F2bkIN8ALVKGqafHydNV3a/krd4/coyN+fDxgbHdTc8X7jKULc5B3pdhB6Lq8dBiaWKot/GxCXMzUEdt75cs/P/LXFc0bm+ZvPeO61dDt8kFQaWkUBmQHWVxtA59TUQABAABJREFUDG71vBWvHQCcz6vJflFTRxG+ygkIMNzn0W2mdTi2oAK0TrW3ByNXY1+4CzKK0MmLIgtDz9yL+za4f7q6XqzwGszNclw8ltVHuKZGZ+g1otVmOrZxE2vtHd375KD61+WwSaF+rf6lS24vW0ztsYyR5T7jdax8HFhIRMdunwo5B3sI+/qLqz8spG/Mm1vbePHB4XPV6t7t0Ctv5Y1Bn51JagHTpkFycUJYLJusxtpCVfvIgKUDnAiXeusecUjr2AnfXoy1DoN4tptsjaGT2i1dPS4wnVJwPtihNvO6qHT9/CR8QZApadvojoWrE1iL0WAMAnli7w564uJS1w79to2sJia39gJqF8ZfeP15/Yumn+78KvQxtXGkS7oyb0ARWG+D6/3Z3Bqublr0lmLO0teXgsbqcWvrzr27Dl6678vqtpHgi78xXH45Zf++2nhraPpKEKmXkNo5364NenZZlzqTLRrLcG7Culsv+tph1+Glm//2ZeDI+fzR8ss4KM2BgMLq24YleK/eNl7+n1hjTFB+vIV8rBv46CuibKGFYrkBYvsBJbpkTcGGF8HsgaHQi69O6SHsIhjpwLquv3SFSaS5Af258dZufvWRh3u9MMHqRZaqDtxvef9kLWdsdfL4th3ay+9Pm/Tojl7b0kb9jrt86y9NSc4l+shI74P+xF9nMbO+fnU81I8lEpziHobez2/vK74YLt85oIsp9MLfFluevTN+c4M6eSvuGPrqsw+/9NrYG6+OpwNK913B8PxmceayoqpPBrxkHt63u+PTl6/MqOh9Fe0QiUyX2NWGCXT4WmM5HvWWVlgtIgClOFezdQ3CK5BKpW8w54HD/wW8q1zctEV6ndF4N5bXK7XVBMelAyRMGHTt9vb3ckWKNArh5X8YCvxuNT/c7u/AqufTFSumohoLnWbKE5PdP/tqUgco2yPAQrI+nQGWlgOQNTFs6v5sS1h2uKY24rOZ9jIg/4K2ReY2ZxofmQrClPLb3/HRDrCeajw+amg+0Zos52/+MWnogLQVEAxCXdsDberN6q5tb928/bnzQOsKAEAKbztWhx80nb7lqkaq360ZNtZBCRJFTVorvRWPOSHzz0DTq4oyy861OYcrq+5ZvjSF8Lv32D+YnoPmKXCkT3BYKJtmt8b56d0jYzzts01dbGFWPiwZOwhqvhGJXN/tv2O+tCSymLPDlY46RgB4Ma6Rg1QXyJ4pwny7wmaZJ/73eRC0G9L53du6f7UATiHYyn9N7Xfo0zzccsx6653ZB3bzUyv8Dgpjc0KwHZyeZn02sFhCQELuxLg7P7ezPdzYfkhr6d6bvZT5aAB7/UbpDrwwEnK+FZHv2lKZX1V7g+CHC2BXiPyPeQ75WBl4/auvabru+tyd1mh6c0lnlNhqs3evzQwMizWCr3U7LL15xkyCnXH/br96ikNs22z59TQhsRImC5BgFDBzi91kJvx8MTVezdeQ6rqNqpV+R0sX85aDfiSrC5HJ+j8QxLmAZb9OiqbSM2uzHq3vsN8sYfpXpe3l2uxeRfOmMttQqvvhlrHm2HjTkFeB76Rh8b2TP2oVXxoAmZadP8Vkpzv/6wJ+Ckh/7hImxfUDQ7utyfnhLs+YgTaRbXxU8QbRWwuFNh+78cqaxKllaGX2b4D0ya5rCdIepM9xiKanp6JtgN21swFT1ok7HsTYOZ12SXccEcN1IUaKT7jcl2MxogUJ35rp29WRXk25LTkKb6QKkrZN6vw3nfW/QV8N+LetUMbe5TuueWra8dwC0DgFAY+dfGL75/LmM5p82pXh1rqhWAx5BMdzNmvlxnSF0O+961g9WaPe+Ohmo8lcGVvVJv/4W3u6I9N0meU/zalKrqlyh+tj+KXIPItBvQJjWoIEFtKk6rWJN4rAkYvAB8zHHoe/uux+x5J732EEr7OxeU6keOB4u2qLI2fmFXBOCnmxfe0o0uSqTfls0qvVaDgr8+3ffm6l5oEVgG7kwG/d/xYsP9w79oCyseWJb96v+zT6Fcs8MnLrnfOt1fGBf9xRYUpbBrDmW5mRAy1VIecK6hNzxe0f20b93zVqNnvPM0OvvbPYuDh/fjzt1ogeC7dSrx0iTGK2bFtfnqWpyEVZ06X96wfrVnuXbDCcfuNcuX+4T24M9PMTV58PeeycVW5vKNlrSagQkY9odFfxz7Y93Ikt1DdLv3N5r8u2a1D6tYZCE0yZbu47+FH+7bf6NePRR2Ztrw62wtM4uLUQxW1voy39rSvV2svUtl/lx4Zjf9r1gJ7VmpuTc0CzccSmh3zGUqW5UubbtGqQjW7aze+KTK+ttQ9QlwpaUKkd6tNdLxgagjj6iJeNpPkNBleqolxVSDtg3FdlckRYgd4Ig/Wl1fkqCQEd7diH9wjhdTbwC/DD07n4izwIAL1agL3X8SqapX8yF+yEOwcInmcTBVX8yMGiuPqspL60uqwZvef2f97qfqqBRzw8/1XoPXVFSLVBSfmXCzXLj4hOUiiBhN/2bxr31Yr7z83UugqhoNFMUQhoRfxoL8BdX1hRAw6A00m5DBQC7rjz6adH92oAUMT07zt3fQRrzFj97HzF9vgRWzgcn8rWRTPOYf05sH96skaSWpH4l7+WPqMFr8IQN8kdkgFBqwm2CBdtxBsJE6RLHVKBKGmMihwlN+5RmAUHkpeUcRryJgREkmYjCiKSFhbr7tY++aW7x9+NP9UdenVzQ5rm+URtg8qmN+gQyrybZrdJadEE/CwuVyESI7HLDeVteD+oLiBvKsBPOp1cZP14ngSdtWXKGrBo371F6rz8W9k6B2NVo6fmza40gD3P3h2bea+dsxgBW68NiXD1PccdE2sFi91J9zsyk/V+iUmzdCkmNETpXrd+Z0/77XRNTdNjjUkQkv5nrY0q0GlTZ1xImRCxIKLNBtCmVdr0DOgOHcLB6AbTwO2bsDJh5KRa/iA5XFNbdTeXPImZx4/6iIP8S39dqt659WsL8w4Hf9Vx35+mzzy5pvHu4IUKcaxfXcZJowMkQZ0ZLaqjHqWYNLdrXWBuPcwB12rhm3rlOTu/ohp2Bi/UADUo+DtoK5T0uLrrY0rICtttysUK57KwTk3CAos9AIrv3BJZmd/SCrIEO3QAT1a5G6+rixdKz6/YaI5dmXWAH9nnZzIdHbPN0wUoawdP3Wz9bmP4CROuwW9o4tKCcHCVS2+IG1K+u7+dfMY3Pz3VtntwaOZCo1rkWtDQIeeFC5WPu9id7heXRhyLE+g/tkM2uHTbqFbKtH1TpQOXUGPMyV/S6mrxzr6Htn6VPXtvPZrVShmbMe0bRPxgEykCVwPofElsQPL+Lca5Iru/KKJz8ocN4JsW8990LHbI8INv/teqLmcwd15TXunGr2VB827FDOgs+GbxUEBcJez/SWn5MnP9679zP+pyEXYRFLTYWrVHse4wjP/5Q5TW7Hl4++Jb64oK253GMluyeAiSBowFNVWk1haqhA35v9kq6oKiG6lVnux0gqsxJYNCZiMWE5sBzLytzZzWuOdo0ACm6A0DB8JAZQbJW/IGWLooH3O1dz7srrw6vlLXb6Rqm0J4AJYecROZXfCXq/q4nercTPhb26zIJpyM6CG2R8iXc1b6XdPCmafsvaZQnp4FxkX3u1Vf2+1il7M3cJQTlIo8RxXqFOORaaTavMHrrF5vfy3RwPPPb2DdNhT1ODdhVZEAY0EsA83ay3/e8bknNhd4PioiUD1nEvhKU17niz9kUJbBKAUzQBtRoQcH1DNS5iLQ/6/WnuHc1XE1MF18/xpkOwpsdctQTbhJsVoY4HgAazMZV8IdCn6vYLj01/rCQw9dcfy9I00ua9qh6js40Nln2EinNrWZLLjIE3dvNxDYixNQWAWdcLCDl+qoDjEarwHhyWJFAARtSIvhothUg6N9pp1f/sc9ez0KpADAHRBYdpoXHcX2znqNc+TenrWa1TIJ2xmPzaCkeePyWtRPtpklRCb875TT4ypT2kQCIDwGSI86wFiGWZm/6u+C0jngYJszX647nPDMTdVflxISsBcFppKiLWTuqXP/8x9P1G4sU7v27Dr+3GDj12sTmUdC3OV3yz32mjGVuQWaD2FwmjX7OfpKU1gXjEdPwG9do9q3265MMApThewOs/Wu468zhi9HtJ8cM3etiebZQiuV63DRY6V61mt7dz4n6VyzhG2XF7+VcI4G7C6/uaYl3L0DxsNf2nQMuUY6hxCDlGj64Nr+YPH+fQxsqa8x1OocleEsO5z6u93t/7LN+qkjxm2hYDMHGBx6B6mxK7QXhwwSb9Dz8QD8fVX36C7609/YHTOZI4VYQokuotzPJeNlCpPntP8Upv9p+oXHW2O7H/dj9lKm3fHN/9h5Gln94ScsP/Ka/m2W8IPHHt0Atu+2VRJlbUePQ3Af9TtcHS3NvCPvBoAZSikW6j/YJD9cKYWkpUQ20eVYj7TqW4MZrGomMo4eC9sVYHg21k5khq1kLxLtI1yP83W7mjlM5scaubP1xV+pzTyQ5uC141urRBcS3ItMw1zenu1fRu75Lrj/DaLxyXsGlmAhmi7WvTlgl10ObDegT7hDH3HnWqrJH5+3WPiFyJy6ZRd6qD+fK7M/DG+laMOaqqwQP7yv8LtPOf/pP4WPjZZ7DbLfoHISM5JYsAzeSqjsIg9W2e2FwNOIRvaYZ1DuzUMP1/FI7Ed/ov/zNN3igb+2D8g1wPMp3mEAFyjVqDVQEDx5V9/nbj2764FRg/eh5sVLVm7qA+HXiUy4LqzfiJ+uqo54Codbhtr7Qn9qaxM+ceXe/gfY3q9NTQTO/wkqRXw7Hh/sJOWRHsV5AFpPV8+kRffAsNXhf/OVRTcpEy3Q6UJcYwJlDpCi9UK86ck3T9eZTo3aRMB6rngn7ErUG107RkP77luaMsC4M3o1sbImAcycLr7ZWiNzepZPaHHQ+8JBN/fHa0ZJs+OY9qGD6KNHbJuY5skMMfmhMWAPQasMtNudljosUKXy37Y3pB/+L/h7c7OBRqGOM8bEdy/fACeNEMB9665JMv7P/eEDHUod1F1MZE0y8LDdQGsbF3TyUx0aS3R5WmTXara7CGeFZowoMrGaH/U3CE12aaaRqabKv3mx+uIp4WaWWszAsbiiaUDIeutqo79QdaG8RCj6DNChA3xdGLaVSBbEDzcUSVB3JaD2HS0fE/lyBooAQJcFqhYgyaqVeuhQAuqO0aXZyqBJY/4AXBRsDQ231HLmNF7NPbYdr/61E1j+V0UydjnkAfdcf+vwHu/BIQ0ElMbVRFzBLgnMIoA59/QGfQY9aZFwfOSjBw5te+RHD5HQ+fLahpLm+HmG98V8k8YvzsvdYD1EDu6GyP2jONJjdqPB/ZCpXqgC6mpuKcF1QMZ3VP4+2P3vrYEnj7aLnHRytb7fDFsPwh/dQ+4Pwnd+0lzKqZ1lsKYAEq+Gq2q4Crtb7d+1sS+eGMT3P9rWq7Mux8SXfk9PL9y6fpua2HSA1QvLGZ3f2NklXaFqrXr5h+sy0N29+wHnr17Q8MbBjdeBu7SdFocP6Wg4993I5fZWXlkDl9YT1y2BS42kmUkGInanzv7FXbYX/7Khchkb6F+b2ojwhRuw9u1TE8M2QLYzt/77t2kmtqTZpa8DBzXk3S7x7Dl1rqBvgOyhDjBrjffUYjcF3aU6v74kVAjPrVxl9EircIFLVpo6p1anaVD2gL8OYbzWQsh/HmceByefdTevpWoZjRILRRLzlU1EDpFbNk9pbZcTj2gZf/ad1+tM8nODxa7qGKidv+v4xJd/4wRv/DW+xYP03Pjx7ed+YlBrtpXX13u2B7tVXXqc+dLdXbNrDUCmvXdv+eBnlz2vrq9c3hg4eLBw8kZ6T6CJlqp6/ZYR91XB6MWsWKuzdiNbCnpsmFxbTYFZzlgQbkmAfcipqzbsKBZTAvseD8jjlVG3h39zZTomk25dC6yIhdlWqJ+4ungUVlk/nDEGbtBSiWOwa5RFXwExfS2nVsYjPffs5sQ0Gynu8I6uPnll/DpvDBsvT8iBbWJMyWAsNpJl9obVByBj+AQy/QNiovUZ4G//bRHxLqR1/EfLBKDcYbmg21nP0CzbgT7XBh7SqR++qNxikI/erbu8XkfrAATi807f17/xkNxqIvCddmf4VXF5e2fvergRUPspmzp4ar7ocZhd3J8WHv0KCHFQuvHhXz53T8+y9cSPl6HTKl371+87v3NCzxsX/5Y68NAzxbVFSJe+1ajtDbW8t5wxHt7q92gqyeUHghRqleUcLBTAdlAbxWSHiHR5va9s8Dvv267V2FypFR9J//nFN0MOS5Tn1FxhT8u2sfVIr0WcXiZhQrNnUPv7gfKptyYffGJb81riLwtugm2s1FUFM/5G11Uxaj+YGyvt0jNVvXuznOocY1qq9mcPBTBd2NnUvxNJVGdY+RqraPMGN/Hu7KmJVYMnXes6qtU5Hz+qUQuxzc26BsDvBIhYRLqOkfdanJt0cS2vGx52Ly2lj8oko7PaPYAmGdfCAHp0h7MVsdqxEpEzUCzEwHzJVAAktFnOrpfIBT56E73Hr9FQzAokWJZVP6qJA8wLNwgUc7xeqCeE2qCKLMbBxx7a9RpuGbm+8UOiyiwAjBXKaCHHr2/syqIrKkhGvpj33/U7flYCQUCVXwfSn7nnwdHGhliCxtMon16siAVB1V4SCzqf946DjuwMW3h4Bz5fsLe19ZLOFrZ25dzZz7VMzdzq+/rZ8cBoHkoPPvfUoeLScKjrvY1SpX2bKEwNeQvwP1bPvQSjYc5Gqep22bxRK33BrltuaX5LENoqzQf7BT2D6RXlpSn5WhW6PYn3pwQnj76zyqso0gPgR2HzT/9+txNLM7fXgB1bPeH0ekofnZyuRTKY1uhBwatxiqAxGjb/fY5aAiEEdRRAtKxn9JvFD5d4l6bpFYaWHJHza6dlBEI+Ype53JSfyA9hRraXiG9xx1+PM1rXf9zEy9Iq9lcgi1QLRa7LUfvtldtmurkYlmSAm+Wl0kSFZlW/z94AwMWLG6GQJrrOaWijCLifhrGdfur9ZHOmrtqdsiWpHrxjp9VuBW5fNDdbq0DDbG7ViUx5vbLNQBMtFkNMw0qWSt6wKAD7vOCeNS3JyvNw6ZS2cpUpchrmshBYbDpONAPuF7EwnP3arsXyRZn4bEez37SgryuHHD/9zEeAk2/At6YKKU9zXXjk4FFVLdZZcaDH0qWV1jXYAyFrJiPuemygOxlbU1Tm15f+uJTt24tmCo0ERRhp4yAvroNyiOLmc9A2WK426qsISwY0VgAYaJMO3384quS3eSwzLLHVTFzCMrr35hEpn5KbO2NkG8RNpfJNj+PSGXL/Oo0GVKqTN6usOVkpYvwmD+SW6MFHUcBlwzNU93SVdfBTYxv6DGjOQMog7Pc3k2sQm6b8ZoPY1qnTzB7da67bwV/ZNYB8zRnU7Io2O0nm28wCJiyB2Hsree4bxxSkCv3wJIp1ATsOKNfmhNhYY3sr8HaSGPjIsO9gEH2mjzoVzWarRcWR/vPf6vvMy7PyHsJBbJRXLwjQCXR67pJlYtea77iz4/JS/v3WR04a0bP/fvTAj051A0+OpjsH588nZ346vnXLQTwDOfpCH3+QoHOVO/tM2U3SrJRYStsztKVarOXpSm+PfilCGowSjuk2VF0g5JZc7vfPb7TtC536YBolzQ1R5CfoYb2peXvZLtYl1PRwyNzqGz7SDtrW5j7KNDbel77YIe/VZ5W4p4/YWARtbxUyaUlTsDeauRXe20GO1eoCqDqLTYqyP8oIN0/TaAvpqBUcR3NcAVi7VchlTJzhPEPu95i2dvU6N6fTGYblSoG6CEOW80L+e6MWaq20JkkuO67jNwXZse+Y9penSoNBzomBAVPfSjzp22/o1/lyN1DAEIusq3QWpnARx0g9ALEyKq6BtSVExmFjBWy87hnsDozsAWoDei4O2dwhIIIsXJtqAMmTr8/g3cHevIajsLUEJj5lt8YqaKaeqXkicMkCFuL0WD6WBhUOBgCtI+jadu/i/31BRAQDVZriK2sEHxfl3dtb4R2+POFbWbhlfBBtVqHWJFWoMAqsNVS2TrcOfOlbXyckdR3sLp37EehbcxSMa1UCYkNEHYqEzRhVWQYcJhQUiLkNRV8RjUMymkLZdat+WGDrGY3JAL6f5J/9/wTBBYBc5aEo4P/ouLvtzrrvZjfZjbuQAMGLlhZKC5S6++2rcaW9vTUqtLTFWpwgCcSTja67zuy4+8w5c1ze97VZWsm8mZOMkPBGMuxGkO1q1f1dWJiUduzaBW17XPK0nHnlKXJs5aHuOo/WcwZ+LjzepPPBGnmW4jBI54H484LwZat73QAtp2u3jpjG4zhZrwGH7tT8qW0a+HPfu/efo7NoU0MakUxS3aYJUvfsZNS+1ZsqaMtOt3AlcEZwphqwYoSM1zgdyE1VOQUMrYcY3GFDZSVq7GpwMG5tSbEYe8AKbW2ApufyAqJYB/mIhPzrGufFkS2qhvEMk5CTpbOThdYBp7YzOx2JVQENBxBe2HH3cdbTIoVxu0Y7pUEph3KuWIQbnO7PbdWtRsziBjJbQCA4pMvNcUtaSrJCX1yQMhAKKy7KRCT1HXmR6LJ9aMmtHtqf2WQQvr+huGMT2dG3+v/Onj9AdIxYVzILUrtNo9DIijw3aA9MrbR/3rl4gdptTWar7HGD6eulwvPBQkjRYKS1ZVUd7uLbDtikZN3Xpd/IyRTkazq4KxvMyLur+qzF2akPzUwvbuCmNB/M1jbKG5sOWllVoFJwmeowXA8neOLEqhJWs3odqKS5okDhZXZZDVTLwN4kXfopO9Q+QexoQZ94aHbpaoQmn+mGUhB77nR1bUq45xDqVSGpDVNOQ4QMKuIB0xyhbZuPvH0zI4RJbIfh3PY1+ibPyhs3rEYqWkLnwazMNfQabQrqvXeYHW7wJomrGuySCr37J0ejBJpbFDo6+ybTYOn64gjOLadEaT6j9Jlilez4inzLZ6vYD082T3iRr2uzm9jIn3F3IdZ59cOO9hv9b/5f6Z+/+OhqOiaD5cLyn3/3L/8nt5leLT/yYF9s/HS+UNpradBgMq2R0Wq+EYDVusqhsZyXuK24Qq3SXK+L25T8tfcvqAim9K6iKBj2DLaPTV7Sw3oI0SAS+6MdOwpVz8OP+MdI9uLPTl1nKoRT/Ec5+bkO7MQ4r/fZM2vBtRq5WWV6RB37p8S+tgDxlJwAVez8knhK0XD34ehNEBmrg9WYt6lJtPzPse+Yx37/HjP6FR4vE168HYorCV+qTBU3qBatUuu0TswWPrdZ+stYTmi0UlnwypMdHc+G/t+Q7dSpdQ0KZAhC6/qpXMzk6HLVtfxlwrvdOisU8mNZUZVEUmrfgDNjdtNLuUiVPndBcJhcms4+9aHDlflyJo6yN0lBmQazIb5CePcNpaBmdSiTvrYQSLtOkC1DxpgzwN5EKo1V/RSFq1HVyF7D9Xh5bqYmA1QC8H823aUJnVkuk+XiBlEtNKmdOiEhKwHeMZguCnm9gvc42HUR1ys2kgWrsQ5DRsOYqaXT1ddVPzmWZv81jrcPX3pznahbhkc8qoIRppJdiuUL8OQJqfCItCfMUyoBnwOLu5s3z9UxKkjHa0qoDlU9SgtBK8iqSQGuF6i8DP7LYw/US5uaGgceUClGy1fKYv3kxaQUuXKy0AGt/fr6yi173Spam82jylxE1BqadMogI+ZQ7usdSK1ijiRT9k2W0hX5Ohd1KxTdZNOP9xn1/bpJxsBnMqjJQa2VtHC4hmvV/ZF6RFUVOpRz+0NaQvBRdFmX1kFcu1FRhaGj23QxUmFyaTncILIGyqisQLA1n9bVqCdam30m8WeQ5i+14m2A/ukO5YkaGFsUSLnKQegu2NZ9W+PlElJPrfJ6sxZHJFFo2bfZsgI5auXO73V+eCrbiBQLFne2KM7lnOoderqGz19nR7yg0WZnxOopSqpj8FXtObhUZPUuStlgppPfq+0z/cCrBI5H7ordIXz0bFTu2DdYe51W7DJPe5snO61gYaaxXZgPC/oGdaFXYCPZP6y0SM2HpW+qb/nHze8cqqiDwfsmuJV+qLKOTAJYcXf/9jue4t/+Xm63VZvQ77pp2rxl70cXnuvzcatvXWLp+tRqPlkjOpD+AiqYhbIia61U0Y0Q56rIFgSdykdElSU/3e9X67u7toheQFE36HNjqSRng6HeFjnlwgb5/NKXT9y7TXelXn/r5aTnmK7jk7DaA955W3h0X73KZo0mqsoJ1Gpp1zVS9ZgvXkRSlquObkVxbcKoYpJCuhxOYgyUcDjzcI47XJ37N9O1Q3p9DNZ2KRqtncf+cPfcqZilqzOcJSKYcGYuPcxVhNZu6T/f2NrpOPPKQqeKn+S0I/WM0yXIpecQvSG+QpsSdP1ag/y8ENlI+W4Ntl/5tl3/xbMTTvYLX/CQ1ydWIlf/Nblrj7PSCFE58oEtSmKlNG9kfbU8YtW1OCDbSg2rQc0EeAnngBgNaxvG2Oa9uy2l0clGjfZGeN0Hql9stNkcvpSy8xOH7Pf8fOrItQsfhLKtmvgdzfSDZtPIrPLCmqI3sra9MUDXkV9hlQuM7nXGnqcVcirWkEzR+lah11i+Esy+/j4nY7QoAdgc63rUmcCkt8Fmx+b0n/6+8r9vK5Y/nswENrlLLp3/8J0NtaXIYrrS5BUXkxoKgo/nGU6r/sUf5++z2Tbi8VojbMrW0qg1AYkoShuIojND6B5tWFmc486Gfb2K4CJntyqKAam9rU+lnKyVBd56Z/nwAC9Diydz9RAPO8tInVbbPNUtNmc9VL+yUa5kdCjQDWxbSIetLLXZYFmdkRGntcJI66CkEZTeC+4fNys+19ryiuz/nDbXaRh7/zVWJo1lIjYqF1YpVKMwuLeY10UzGly27NaVNmlzMymTX6IXA3TNmTDUqcrcyrztscd/tPl2Ojy9OrpwevXqx5uHb8mNl7Q8GOZmXi3Wy5IAAEY18ELaWVLm6gwI2lilJMMM5eEZxgbiHVI8AN4qAqys3MEyfQPKrr1Q87yzSWuZmHKVygXBQM5tzJ/9KE76eq8mEwo4bb+pK9U1RRnnML7RRG3wpiaklJW1mQXxz1ykW48uzIY/0dH+LOc5aOt4LSH+qShbr5ecZhIu8ahBLU/LNCdxBg5wsC6f9FjddrsLa2dGcVm9VNCrFVVMLyj1CkaP2hxNFKUUBS2tk+HqxjBZ2Q6BaVXD1LyDQTZ8JeZ/cTVmkuOlmiqP6jB7hhdrWvngsKal0XWarG4zCNPFNCVBPVY/TtKWvvaRB0bOLq41IxypkjmdClKp85FiPKp3JDJyjrQd6TLL6rRkcZeWhZoANNV0siYj5DvxUrdsuIj3hUtYEcNv++3F5O+i39/0zaPSxldPzs3olVgTi706g9ygBaxpXa+XPQ1LS4jB7IXHuMzXWyRyyjI3Xe2TwgfEiUFrETT4OZgLm/Q1dfz6epBr1V0UtDb2wszs2huK1PpadLQm6mWbRmuC654WmNVDTSkkS1UIAjKqyOQaA/wGUagJsgwU1s//7Uvo7f3U2HpoA2VpWXWwRde8FDsbjmwUoFkW3Cu5j8E3JUHf4BlUCe+fLUmLNCDRFCVGC7CXlmAM1wsct15QEZ6KyJTJFLoZXYhSHZbcGk/EeP4hZ/cTj+3t6CmdOPnu2VermzFw+TpEd7rvuPw19OIGeT5N3t2XfjGdjoaDNkrz/iJ8eMvFF05ywfQhXjUVnG8faclRYjFflS0GTlk1U0ul/1km/MZW9f4NUTNDv7uZuum+GfK2tO/JGx97ZJswDt77aGGSL35jMgwHSTTIHPqu5Rpn2647u/fJfSf+tKBVVz1+U98oW2aMHMu0I2hQUfPVZ2+54fqArh5tbGzQKwpUa8dt3Vaz6o3nF/cqNrRKs54uNicy+3oUb06Tby9RUJPDjVHLbvypOMxhapNSMlJku+xQNTneipZyYe7oJ59YvvHW0Hc9Mx9OK2A9FMgLluZNmg3Cfalhr598fzb2p5phV+98fLxJru732bv2DYmjV7UE0QbVw0oZZOQHLIrXq1IbRH9ICHd1QfmU6KOVnm7/+TWi3VNfDoragy6HkN14fi4rEp2bpHCdecIhXViozC/WumUR5y2tX3gCcu9ga/m1yZgQJjxsOpUL0SnAZasI5S3hOqUD0jdihUhKu5BgAHUa1B1U91ZDZSmdiMggDucxwI/izmqCsSGrx5riyRIzzvY6ZSyXmavx2DBo0KJ8Wq6sjJc71K1Vo4lep1rVWLxMg1JFpTYWUrlSQt7WNPD2aLw5AiJ87qOL/6SRKhBhPrFWQVA9ZtO693gCa5KlosXaebxU4biYxGlxbKnMdJqMapJaUMpIFNrIgiGn+bjG/u3PYms3V5fyah2J+CFR7WSVQGnRKCBEnA2UILheI1dXqQgwmi614USISxRVCErIdb7DgZ1OKIpshbOYhqrMEa8qI0rbUIPVoP4jKyP6/DavsxYJhGhLnYFQpwnGAAkUMiRqaEyVog1O79YjG2WQvF5WQc0mmm2yQrwS7XAU67owxLtkmFUj+UJxe4oe0WDxCGFR1RFO8TNGsV1S+GX4lQIj5iAXLqOsQoVQJFS6FtLHqyFQzZ5J061WFJJNCVg+sK13sNtcJ7CR/Xv/dvEkyGXtyWDOQDA5MXOeZPWo65YRrd0iUYg4NTughNztui0Wy+kq/gZJIPl8EQW/Fa7VQaoPJT7i3KFaxYjHvHV5W49dv4kFW4nwz1M6TatqqPWD167Vl1Sye4/mNGFqC8qWy8JHJybeBemH7XT3nsUlog0Wm8tEkLN5l8Kl+k21K5fMFFpkuNZGmK6ewt2wahUM3q5NLuj9d/rAzWDGKPY3OUbHwmxhhRehOUGAKJpJinvb3M+//4u0/dDyax/rFMBhFKbEXch0iGSN9CaXWrkcmAsnn+N6718aMja8cyXidtK+u/HyUEP6RNYN8YkaIuI6osYvQvWROldRFH3vZnJV6fZO21/O0noa/PfDMr1+9K7He0oW32Sr3f2ZY7eFLy79x6Qelg6NPzz28+Wdj3RHVtTlny/Eeou5YkxdKNM6J31uLTwxu93c+ZeyEuroZ5u1Nq2e/NiMkblZBffpMfbajfkDDh1RL621rQO7s9ISygaDpdL/NKuGkPFO1If5k/Ta5zfdjM/9qGq8Obd6+g3dP2MVL1buXaoIIUJFyqsFjmBNOLDCgNoG2iz4mSQuPtxl1aUc+PH+e7qM3312vjLKdLDpWIzhh6RGiDy9LBdLpvMrwlyd/4zF/WfY8fy11P1t/C6nwgiZkEzqY6c8n9IVI2EIseA2z9K5it2k0CSLbvR21oDS1uvdt+xGFtcH7tWn0qMrvUVVGd5aAKN226kcsblq182lGxudyla/4dqKMsk3G+QzRdqKomRNuBUHUxukwYEJ1frUKqlsUCwVRU4Qu1VcOFgKD+EHMPrCy7Kkl4sKqM+OHLwND1fhvmeO6bp3h2bl2LIoJ0iPmEMQgolnDN72uho05aOrdpPZDCcnYqBOKc1alcbEb8Q/zq89TluaneScOUsX5SYUGJSRCOOQifork8gRYLUiYYAnZSCsAmcQIHYUogzWXXplRA2FrxWcu7VOSllyaIRivpolxZoM5Oo/5s8/3FbsfaDV+M7GdRku0WqfwZTMCw65IOu5uQMH91L2fGxhrGabYCMlOYNrtCJeV6iNm++7+6P/+LVogfa7lN8dGXyo3ylNrGSCIavTvl9njb2DneF0b12YptDIE/taE4hBpWQhKVusUT0K/b2HP/l2LJyon5dhWZSATqX0QizTpd4jqva6XEyyYG1uv9WOvLgsSan8KEd9+ojxynJFZTXZxVZoOYgajQY/VwoaMJfMeNW+RM41NJN95tTFlTIbwqWkE0lZ/Umfc51IZEXnZmVTnkvD9PhOhDnYhmdPiVLXlp/eAXFX1r57OXMJlB9WYQ/7VG8sQa+yMgNSVhnc1+Ro0zT+ZbkUqlRdapBk5FYf3KUxuIzDxOYDfa2uye9/wKjDUVStrdpZHNBcJAKpege7un3mOE1kb17miZrDYa4b/PG8qmM3az9REzFLUWLS9Os4zDfRysvZpjhO3Wu8dnEFfSk9vc3h27Q4sQ5hXU5XsUZ1fmYXpB1cf+jXe5S+6lfr+vp7wc/BV/ZK8m/uEnb9Xq2gdJpfs9aP8OU5Ih6cSkj9P1b7oyIcdClTornBwOslb6+8Rdk4mcxtvrtn/CrFzCdCVSHKQMUCU2ABDMkYrH72Z8f2fv2/f3NVqV1I2yhHLRzLlZOW5VJejcbVvEJg/A02hqYjU8kypsYOoM9+et9LH60E/rzUs9mh1OnOrBdFjiU6YU2BZBlAUNhsvlbLqSxa7s9nMmsMMHCYJiflt3Sl999+OpBfeJ+xSI7G45/+1j/u/sfC6NnfXBm5pefcubxX5CS+mvjLJDPk0p9Idw6rJi5PPHNgMNnXi2bK/jvvmV50xyP594CsmHy9xUqkl1djAmKdHVglDePrS7ft22zargrp0mNXiETLdF4n4glU1xiUe5jBjrZH/pn7woOffIdKra+vvlkD09mg26I6E2I9kvK42jRDKRoB+uQLP8GSwo//a8060KGD4H+eiCQvJNISxNYs/bAOqIJrITlJlTsRg1JfKyEiqgBn8hW5WIQaGpKQ8e+RqgUlF0s8JzM/HdR2bHG9XjCvYHRn9LV8H/zxOuPO0jZvk2gxIAialmhj1nDhpX/79+5ArbnFj27ode2ZPF1XmvzfuRtK15m3ecQksNmlmhb0QICryrIanmQlLZBrWW5dFr0o8MvkdB4e2e13a6Bws6l6svTyCqS9w9hHMBMRxlQCDZv1zkf/YyrfFXwzRxfVNIFYKpoAjrG1WYnXlVMzfLlU7brF5FXVxoreblM+oaqmk2qGOtjCXYpxdUgt4JQPk5+0gw4EKuOmitL8I4KQAJMHhVtFarskatX6o1VxA+cuiaVy2RqvZwgk6tt6TJMr6jQaNl0yqESW1QtoERftZSn3emDhwJ831teGYA56RhE4XSUIINtRmxFhD3ZmNAd3nn03bIol2TKqkRSU2kfkV/bv8H/jK//vsSP95F8/SMysDxfTsXFeT0uQqi1Mog2QspUhnmDWZ6WqCVJWZjOK7UixImfbHbflshLs/eu74xlbBgaSW8fXUIy0GWXR8HOxNkGYenpt/1nSOSQ2t1FOzEWf+c4D67++CDHO/Hqts02kpudUQImuSVvS0TNQTTCarUtq1LUnurOR1vw23iuB/N387CYXCXuja3VtunukwZOK5dlarktb2QfV4MtgFN8yV+UCv57/kpr8Ko4rnI6iRJ7IG5udytYicBpMvkbNUjRylY9RYhlBIC2isDf2NVi12uMeU72yHWHHivHiz45p//Vxy/TimBlScBgBCCnC84O9VNGOrsYgDO7oaBGVSkBzMSpByowZYBjNf99Rofajf74MrpPsAEFgOFO1hG7WANICshHVNEDjTKXiU1UvUXZ7ocagd4gtx/f89QeO53Z0jd4JSs+3woUDX0VP4lAISWCbaP7M7lt3aH/YTZx+q9tEQEpUVWbmRIWIuTb7PZfCCzeWomGsSF1jx3MFoc4c6FMv5tX7+tr5LpUDEjqO3invu/NLJ8ytfJrOTL8tVXwyoVHWK83FfEhWLKe9DulqKilaTCxUio0Kr8zEx1W8Xa3wO9xrhQpqND10Jz4+nuJ4nqb1LF7nIzyLQimiHiuiMzXsp03oQ+PU9s/YbzluvzCX29yr81qrY5cLV59NrhhqifvaKrv919+MkyUyiG8UyJKOrPAflrp9HfoU88y+kXqrNbUh99h8yMVlujTn8x7X5EaEX92zcPUnf1g8V01hVcBC63Rho7ythZcWPAvXfJvjYVyqBSJlSc13KWiqQOJNwF3ZODhIHBzSvtfieutfxBMffO3tb03y0viwXvfDK8NvPXX9B3PVD+hJd8Y07cS/FdVpVzx1+lrJQnTw4QjoqfBqg8Cez6goKjdVwwIwSdmEo07tQq4mYfTbkYqu3X7Are1u7o4uTEcgzX+vQ9RM6Fg3YXA32XtgOECbM2GUSzZ1O5Mphaa66u/AFubft2hUXqSyfDOT1bt8ZBTisl073fEzb+pXsypFPWWzIemWNqROFDOXeGmBl8MsUCg4JcB8MirD/AeLoMGnND7aFFnJloPMtk7evFn//olSgIJKJBjcrq8ceHb+zGCWLjFWVCFBQEBqVje6Xpc1n1C2p/il95zNvbwaEOPzSoJx4opcNOX2tqjqizM5aYtBKOrrP3qoncltQBu1RAWtw0wkmb7dpyUi5FmIEZROGAgsql/xykmq3knaW6xYXFbb9Fjo7DmutavmTiKoqSiVgbeGZfQVIgdBhs/sv3+XXyNPjW6yxP9ZZxmcGOTgKO4aMTddvUma0DiA2vXwjUQZMrUMy9FwVcBaLI4zf/pPC0M0blc3YY3nU6KSTPqqFFXSdslCFCueUYkvyXKSHXqBZy0GHg2v5U1NvVVN1tcUYLx1xRKcrWg0yMiBXYFMeHEud+Bz2wI8El+qfufKWlUvdiPWYqbkVdrmx6OMmqULNIKLAiEUzDV7yo92fOVI5lfLjViGLQG9cvZfhxTfCFKgD9z3aXj8YMM7VKt7uqGZd5lbhI2cQOrJDlVgZ43y5YS40fVNdezvPDYpQX8RoEd9mggKk5w7WWLjSqmh2305SRPREisXZ2vABYOmBhzXu3d3KHXNeD1A3/rN/VG048qaVHrpfbaDqGogU6GaiUGw3YGkE6deO/e1b1gUdtmjd2HEupSMJwkQ5KFKRF4RwDGNfLBHWtDyTx03vvTvyhpGODtNp+uqNJWEF8reFkOiiPcrUCIdMRVFzmxqnXunrrgLfnu6YU/3tiT11DvQL9Ka3wgt370s1HtBb0O23Wo+/PWfxMB/ZVrg3Iw4bOEsheoUolSXFpfnBCWVXg9AHUZm+VzYKCMKO75UZLaa5B4LTAv+zgfur3i2XguljKq15ZUxDYT4DerJVEa1WtvcrE5pxBJblira5gQghyxMAygGVzwPbFIf1lpyekmjxSXIPJMML0yGokLMSblIUGThvE5AtPZsNK+Xea9b+9ek1GXQfXrvJ8eLvuJKeGmGad7m6t4DMSRRDpDknyZxs4O1qGpkPLeRxksE5LBvVsqNKsxaTdFN2zbGpkS59cZqeKNM2AezIHszq7gr++bTxrt+fjWoAC0f5Lut5z8stGB96FqRzjCOHGmhoRaF9M5Selbp6T2ouXKTM5UC8Wp+nql7FNrUzfgXfAA+dZKWep/Z9K3M7LnSl9+KglqUJr/4h/+851BXSgyuXdF2s2pBLngoAYahpVJ2XhrhkESAqvo1+gXOtQd2jCFrGohK8hLO6h8yKnvV+DiCvDt6fqFZrWEEr1lcFjQpub16fhUe3g6VdeZyJFnKl2IVWSBnbja5d2HsyrmRJ9rnx1d4gTf5EfhKpdHr23FbH/3mxj/msqV0vhVnt5i4Es9e0hmbREKOyw5cmWHYs4BnABhhNEf7NcwTO5Trcd6p0iGxd1coZRHy3CO1pwB7Bms9/t2z/24Js3GDvyLlXBoOV+3ZWZlaYqocRpWk4vJA731rVQzOJlpd3koqtlgtaLUKu0KRyqgUsqhxK/Uoli7pSGQobEolsPpcVtAYSnNknTMo0brUp7dgpWXMANJJUssBC2Q/H88bMGu2Whi5v//GS8vtskKhbgrWFCCS49ssBrTxDmjzk90641fu2NrgPPM/f7xdsIwLTBE33ouaosVZdk6X0CpghK1aDFuPdiwEQsKgUziT6Wraeunl9/vb+LVLdUTU6/QsqKDTSfshMRsTnesos8NvLiSRUHHxazbP5TAV0UlmYoPlSrNKbbYwxYsJNYwc2TW8qht2NKrIDX4pWMfcuFMhNx1rscDrixOVAqZs6PDH81UNitco1qrlsyWuzpc1ln40l40Sir3J+MnOetb2FWltG8U+4vmPk8mFo67X0T3KhG+f2US54GQ2ibUoHcnp28qZ7SIvewyBOumustsp6QdObMGtu5bQ5CUxQ2YNamgKrqnCpf04crnAE2pg1gJ3G9Rk1LbHFEpfKXk51nfgcX/TrpcuZornRruOIMsxWqBEwaE25yuFMM3praAQWj9/dbjbiMTSy7n4iTAQBGBRACUN1AAcugsLN/BJjTu0xtzT431tXdASHIRWFAjT2akIlguOCoAs/FKZ3wb3GIz8P9msrRxpBBd+uoSsxsVLL8PbRPuIXHxYoTtZv7rjvXDLD58pLn8oORbJnCgUQF0GOlbUqKvpUZalF7AtLiMeKa2JyxzoBFJOgSoh+QdfvOejNH7Pz75yZVy7diYAd2iv/mWyb7MQaAep/3i/u89Z8Qnr78+GWFGjcGb5dbjKwsVlc6c5uiaPvT59h76lHiXWJ2uIo6jubpjaZ5az9SyqQVJFAoYoBNbCqjM0eqcWfGGAeT2o2/n0A/8WBsqpVC00B2wa/WqDCnY1tWHIxmXYR0CXFqf1bnsfr/Fw9cXyXk+LCS5PBdKdLdjFN8dTak/zFmZthRje652VPfVC1amfaLfB9sWjC/CnXQf9EDq3hlV3SFyluCpVajOC8Sg1ABGRnYA9w2jHcgVzrdSUBTkaZEpVOFWXcJiV8Mzz86eg0EluVQXGD67ILxUoCQOlpdB4uy5tcFRDc1a0RIAsX1OSEFdXECE63wAwpkX32nROAhs0Jq7T5G4r8lW3v1rU/xex+K9rKt99PabHncgLwVK21oYZm+490m/xn0nkN5ZWJVhXw6o1IOSrWa4ql6Pvqt0PS4SIBLXx6Vhbczt2ZXKNk3//pV82mtuhna0Nm/Dl80t/eXH6J9cr3+70/uB76td+75FrtZP5Qg6AQ459Q8b+/wld6vty2+oa160Jr08La1foXofk7pdXXgZvkWD38O3TJ7dYTYkamo4VBGFZ+fj7hytBobaOvNnfh46PWdp2pyg1XD7b4Co72ESVhaxmS6ffXphe8uMC7obPr9Y+e3SnjmUXMG1djVr93mOt8lIUQrRQwwKbH6tSbWD9OspFxdsxfg6VpiHuuNG9mMMIoTD30qzWx0MuXWk9reaRktHlK0QoFg4hCtcAdvHJf25ytW7CjH+n5oIAHOZacbgwWqUdVoSIj9P52O33H6YlCl+n8PpGn6Fr5I691lLo6WdfNqqLT252ZWcwPWJvMIKPAmvAUvJq7C/N0VslYNQ53kuJ/biPLqfnK8lliFPa6rJMd2mbMI812nXrM47Wq+M51a7Oa+9ebfvGSJNJubxCXAkjGh0y5IdnZiJGq0LfYMwwRbaexWvyDVK+78F2lPvSaJ0ExowiDsmjQeD6HB7DKqlr6v9WPAonWnEOy5gL6yma8+ldoTNPUoFhiocYaJ7lkzL8IeL9V62CmMB8jNsopTnAybIQ5RC7Qqoi8OUCp1ZAShxq36nYIiGJmrbBlR2dNjV87gF4+0Pfe+XashD0OsvnruRwIOgktDhHQYzU0ehdXZ6SMddccN3dsTu8EW1QQU/vklNmq1SWlBK9PMHkvHW13kpnq6pybbqAEYK67amRx/oH/vTEibmVjZF2SXDbFtOKHnu1Wok1hSGQzLaYr0NEYuyjbNi4Dd7/H+Ll6dDmNyiXSokEL62ndobhE2tLCJucV2AaGUeWYRKW5DJet/HaEEPMhyRYFk3wbY3aHovZZzOgvqEFZqDxwdtefIfKJlZgN5b6eNHSb8tnAonZhHJTI00kmXBpEtP4WrjSSjBXo7xb+zRccjYUV+5xUpfS2brBvKmzYacmWJsNxjjtJUElqsJxpklSMuVq0QilVipKIIQBPLck3fPA4G9rm6ITa1piWfTpMlOLr1/d2HfPJ0d6W1Y3tSXfXymoST2/kZzWqWDNYP8OdD2dJDmFTfFxQVdUMLZe59poXNOrWF+v8CVa7/KzCnU1f9NFl0ds/YjKniEMcXhD14FOVgS4YkFIV0Z5D1pProLF7zaepbZWLo2j992EtrmxzbSwcAFh54HsU+w3lb0L+QAZHjK3v6IB+WKlVTIGDSOBgS306b+qvFYDA2th/zTnqwpjV/mq27S0mQV4kniyDZnPcDth3AJr12Xd71OVhLPaMOxrUtuF6UVN1XLrYAux06ymWMwOqpHkg494//bSaLPFlopyuCxbs+FoMoirMX/p/BikuDYTNfIwObFR5fkmR++eHQ0QtEpEuOkVCJP0n3y4cWfagnLo0JdLR46N9A4VO0PwHbmOt2YTZ7jX8O+alhJTLaTiXwGTU065jsKZgDB5AlUbBIGCdL4Da9Pn+M1COVZnIiIwDo5fYtElGXuwsfG9OLqjpWwWocszRofK5zZGxtXaHpiv0MvzVLvOYeHC16pwoxZZyAu2bfWdIx0bsCO0tHYxYg/lC8RoKpqr7zloTy7E+9v3YJSQ5CYwobZdIioMD1TiPq81ZVKen4w1N+tN9vhqFBm0+haIAkIyxj71Ez9ItUIOcSJVYDABAk5ZROBZpdHrp5CJpfxgQ4thU88oW5Gm85xbiMxWfv7044GxmUpO8+I3tr9+M/Sf5wQMJJsUZFtF8BvdglC6VEd2uZOXcp1ktaUJt1bZSBFqnAE4q4dZgex32LBWT+fQZqVJ1Hq55oBlNppsdJoCU0V+W2crUaj6N5lyC6treZMKofNQDdbpKIqVtAKoyDLydWMCzcQASWfXZKuPoeYYLo+YjKDiR8QM93K2+g0Y7hgrZI1uxhuf+4pz5nhMYqcB4GXjQV6j4j8exR+26lJWcZqkmIIAcECQiKjCeAxIrNjsggwOSAnQwX322ZMJuy8+2dTVvPeoDt+6OJbPBSZwrnplgxLxognn6yXcOug1lPKxuSze2SYGU/lCze1zbb6lpaSmg4GiFEDUiCKvZFYo+RYYodSorNNGKHIB4Y0+chC10Evw7Q+3vv1ecj1MO+XswR7XqfWyls5c0KB2jWprd5kkqfHlUpPu9nxgrSKdWOmMVR3+xCmzGhFUix9pt+VXynxv2SEXnZGppMNeU4mStS5VNYBDgJ0HnMrwjftvef5fMypjk6e/j7D1p9aCCzm+rtbIk+sKM1/NTpVEwlPKdVjRip4X17ktTc7F6IJYpTv29JioRNI57ImFUk02/iZHh2sZM+iFkErBXCjRwxbmUjZfgPCyzkhkqjUSYkSijEiwBYGe2vMH+kgyQFqFYKBeK10tqzi+84EewpDNZhQDvW229c3B0dMThSxrx+sVQ3t6rWpwEErfhCzq6kXryGAyntQe6pUYvlxOwEMeOgWBRb7S0KxC605trNt0ZCoRHvyC32jQZF/IZKsaA+Zco3ACeJfQ87t2EuAJuX2z7PgNLKMQmcEzFZaVxbU0X5XEp3XQKYX5S1ssSyzTgbeehXepjxxFZ2f83d2aXjs4V44VcvOadK1GujTg9l6pLa9iIXevp6okaxc4sQ5jPGRs6OQ1XjQjOZrcnNhiyVD64sc5e0+bdcimjPBtw/1wOWI3JAQlqoZzpGxnOKYm8BAK51kSF1F1KUnSQoZHEMj6/YeOdeo5/q9htk3nH6QvXgAfvEcKGNM+6PjWD5ovXKlMl2oXJtR0d/retuLrXE2OOtpcnMTz292kGJECNyFVq3LrUWtpqVRD+OLyIqalNz5i9RYR4SCrZWztRKFtsLu4It853JM2WNfOjqUUsqb3GB2dc/XbSqmZnmYL0FXbVNhikW7XCUuLBWuvHNmsvfDxQqJaJSohmm1qa5Aczb09mPTiG7O0wbh9RxNbB9rsujWJqVBiusYdN2imJCmwEj7c3UjESqtVU7+7Oja3pNDDAEGmxhb+uLX579nKSuFEO6IyqIUODhhRRsbyChi7o8F4PhUT8qBJqxYBR5bKEIR02XGGvLKhLP79X6Etfaqtu5D5pGaqlprlag1saRgxGVn8jawd02iUSs8yXWaUWFwRYjmuS4M1t3sp/9CBo43xc0WXmV+4eNFqAJASNHUo4lPpjg4h18m74ti8jCrZGqU3lYO0kmZAVSJIK2mHW6iSNVpGk4haYXEghGe6yC/bWDxdknHOSsqbxNRbdJBfavMe/yT7yv/134c+QtLwnxWlDIjB0LUN3rQZ9Aum3bPg2ZC6ygoOzC+TlRKS7zDWS1WprRdUTQBNQu1b1IkPkqmi1fHFR4RIumxyX/njVJONCdigepTQ1aoMnI5mnXuOdcJU5PIHARQzwTNBzG6QcAMXZzm5KYTOeo/SJM6tXRcj0/SAHqSSckNbvRKnypTM51CmG1q7NDZRi03P3Ti4WZ6pgE883V2ex3/8AOW7x3vvcNjBMzOTZKEmtdma1/M5g3CTl1raP1qJ3IfgpTURqibIjVAJLFKcKqGqrARkquq2aPRGJ4GkcAU3QItx3oI1dL/9nqBz4tC+oSnd0USAmkxh1UhIX7gabjXpErnCezeQVj3Z51pMFgoVwi7Cl65PISDa7env6Lavra1girBJ30iU1XyTKr6WbdyFlIu8MVY1WIthArBlQZSosp2tSECHSiICeB48dsx4kmsKJ1lV7saqXDQiILXKFm1G5PLKBmpcKAU79x4wudu13ZPWWCo2VRSGGlMqXMiIG6gVGrAWu3SmD852PXGUDJKZtaLnkc5YRHJjtFJlo1FJyclue1/ftq0Pf3H7aChtuHEjNKhY+PcEwmtN4Mr/g6aft2jxHdCFF8G2CLhLKW5YdVdWBakshCW9gGJNGM3jqgap9uGNmgpWXFWqsqqPxIlJp9QIIc2q8XpaWfLb1nzNOphu0c1Sm6/YWzT0vE77tlBaU6AmTKXzGcx2hdBkSwTrXLhyIVCBTfJdWyzKLwzVGxqjf57ed+sRx737bvzHUn+Jc6XnekB8VG1nKkqdPkOJUIWHMI5K18ow4LUw/sfeL3yir52aK2APbOZfPbGylhpwQ80Pb4pfDv713Qyhb67RiV0Pe4HGlouETmUTRJ3/ssKoi6BXISmAZDUh0aYFkQtCjk5ZAWpuNFY8WV5CdhXIhUBB5zVB0ApeLPMFWJPuePh35pmI1KPVB/sGoC7dRGDDs9VuSTh2q01L7FkzJTjTGisnaGA9s6rEFpW/+c/uj5SNN/g1+K3i7OuzV6Y2RnOFez9pOf1WaZyXzH1tuGqfR8rh1LJRqhMB6opaPOaV2VJwghZvu2tTLKepL64+4AenVpEKEL54c+3XxzUqryGwVPA7UJoVMloVq1TJFFnPlY5t3ztbKazMzuu1TVCW1Sncfab66F8WFxbp796r+NH7iTyC+3Y6BLmrtMhE0vEsEW3zKXUqssrYV0tnw0gaAgrMpO21NW399HZuWTqwqXP9+jVatJcnSyvL8zt3tHrVyNo4n4Po0PX0kcPcurUmcoBKyz62XCWUlAgkgk+S8RE9qKpBIbiG1gtLnUZ/gjMuS9ycVXIFiQM9+u4EXa7ye+RzH7Z4Qm/OWe/lil11+p+yxgyp5X5Zy263rwfd8l0Ohoj0oIRzO7aaJVkBxUbsVhnHGkcovFtx7TX62AODpKg55aztefIgn4dnCzzyq9WCxRCbI2qVOF2n3Ra8ptL3G80PPjL8i6+N24a6C+sZrRnPMYiGzibQrGIXiC9g6XN8OcqqYKSzA4mWREkpTZUEXVHntVfYbkQ9KHY5faVQrunHvvT7MZ8VkhnFnv3tb/41+trPV/EiuPr1znt+w9VAZIxMQnAF4dz7TXbUqg+nGUHE6xL00WZs8QahAAwnYxcX6MP7bUWUn5nPpwnzLah67719hDLIyPnFdWXzsYeCrUdmAyifT7PLWdFsmur12pYWk9G4+ee37drIzN+cFt1aN8EmazFCzdv0vTu3q6JKMc/4lF5tqLlPfv1l/ab23ET25kKh125GnOawiinGK3qFuquTOj7A00rw8qp9L0Dv63HUBg5dugSZ8DRQylCOmZ8uDh7YFA6l4wHNnk8ibkfbRmhZLGgkqNmXWKzZq0Q0FbHa0069cpdHiIeEaAf5mW+UAyGNotKwb7caiXMKwdSFqRBIqCFHdt02vNfPSKIggVsaXKHq4df/a+KqmpSpRQ2/8nlf6359CP6Yt0K6YJCKYpLEVPQWQFFQrYAytOkyXyvo5BlGUsGFPpc3K1uqkUU5lcs4qxiirpFlzOd0IR1LrIqMlWAFWuSUt1IqFVxT41YtRuAtHlOztUqXlj9KaTlCO2BsZw0iI5WXpR39bnqNRAYO33H/48T8uIF6ufM7XvuK7erJXitTPFcUgYSYcFW9QsMsLQDkO5jnqX6v9xiDqHPA3Vx/+Y25Gqt1oitJ5tWLi5u9mqe+2HGBQ+qFenBFVJ/fGHi4i1DVUtOpeZ5u9eS8Zjq4yqracdBn3DxCTHZoqIt5+DzmDhMlHpnLp6sg4aA6MqMLbdsPMLX1wzuaKzl648oitkfYIcNzV5K37HEZhWlht5meTVicipkFdsBt+HN8bW93o7sP8t/Z+eVvbySyV01SbV1royS2uV1W39UyM10ok2JKOTM1L23epCk9MCD/W9POVLyW6KMKxh0sL8GguSaLH03PMMhnvtAVXCfu6eZm10rTc+yTZ8jfdIHGA60AdS+n5cF+9vzpVFuD/uaaPHZz0uMCbcAYKEQhFHn703uSJ6dklNt7n/4L7y557Oo+BTR2ah62tGcsdpW1g1XiF/JMp0p0ODM0xOUpqafbvrfDAx3cKXy4Zup1rt28OjYTPLaT+/h6YMsgVp5Neg3YNKbZraqObVQ/ezeAE/TKHFbz76tF0y3a6IkY0/kg/O1HEf2/xUuTIEaU0BREFzMLuDC/rNVY13QtB5S75sAQBCZlTSVUa3ysGm025t1jOSk+uw3qP8GFPbrXc1BqSn32Uv2FI8BI1njF9pyt1Zr9SNdBt1qE07Hm/mPaEMk99gibP9Zx6dzywzsbJur8yl+WqC88oD55UrmtSvNlLp1QtFvSsxFva5vOGf3jj/6FmLUSSeu5/KpdZ8zWFDAwuXmxy7Yj28A2cCTqruZTqLlQKIk6PZDNlm3HkPc/qGocrEmpHXrm6Bv/760L31qTnfCBFtTq5xkudvwhbcsie4vPxeahHx6xfOZauEIyBgBa1SyjLZ0plEytHsEMGVlN2jecWVlDMkAJaizP1VTFDwFOZzgPo+rw2hRGi6k5u7qY3rpl6KTmroUkNH4trNQzyh5reC3gTm8IrOjr6iLTtfnRCo9r1SCdLVAlpmi2Nj7Q31uyasKR/MBT+yfeWzdHF5negbTIQhJqWgu3bzFOXqzYa2o8U7xtF/3tH4KJGoC/Zfx2ZX/1B0xv05ErM1qnLgGV+fpSTUdA/X0NqxcXVH6Dp5+fevdk1Lmt5VFfI4UHTzaWi6QIVwAMcRQH+ZtkPYN86/6OhKVeimt7XJaOASxajMoN21XqCEaqbNqju9vaO3xNZQAZQajMW2SmeQj+1eyXXv6FfXQ2OxDP8YWNZ5fJ7/F2tSzUmyxeTz6XFNMshLtlniB5AHXp0b02iE8pdXpdp1dVzyDBxpHVxCIVjaOQcqizAzb5qhmUqS5BKF1ycu8zY4P+YaMZIbv8fKnW3KhdypTpdKSp052uUIHzq5iAuXt6m3c1yQo3nS7c96MDKnJDeuO5zVMfIBS0ZGztONad+QBtYFysupgiaBxht2jlL3nahpU41CqIPqfEN1TfSmRhwm1Xh1drap3c5ocrJfnZNzYeewLmWltptI2xbEyvL6N1FmgFeoCYyhTpJLbToRWJWuiD9IYIuW7KQkXN84p42tTiy8VZhRKAci0DwSIcg42KxQKnv3gyG5wrNBXbPo5zXfCKvrd7+q+B44fb3ivXP7vT9nyIjxI1p5LvUEn2AQ9RbfnMs/turJxcS2edyzk7z5+a7cbeGidpUeFSXL04f+d+cZ7X9dbMgq6wcYuZuD5kd9dYu8mfju8RK2Ow2GcWa8+tXBSA2KYZbsMfdkCrCXGUxAQK3t9KOpKJkzdFo7qOwmB7C7MgKpZCQp3hmxzG7+9pa5x/9910w8Ae+OW3gx0IJ9T5C9lq711YZWLVFY5FOxuwJo8+Wr6SCDtFHjJpt9y1x2HyEkApTEQZEyLGyxsTyaN73OmlcrNG7KDZj2MJxAU7rWY5KuIQ/PIL0p4ngamyKT339cbsikf/w0CTXP2rNpGq3v119cyv4chlGS1WeY8I/iijGRdb69zU9N83+vZo+AuujUDgtm9LA8zvX8B258/Ti/c5lwzJ9odFbc9EddT85s06L0N/uej8hbK0X5p7q2PvldbOgQcyqfdWzPfpT3l1i69E8E/fqv7hBD8y/Je3KWk1xXdbwccXuESkIYRkF1ZkpRbLYB37u+/RK6Zz8Obtw4vn3youZ7SoOhylZEAgQDF8+yF3o47eJmTpKxM0qPNQq01fwVZlU9suo2eJqde5rG8A0dY8y2+PbtqG37XX+OSzRG8PEruYWwKxAZtSw+NvT9B2rnnv/c7M9QlMCzgOTmK1yVhEVmrZE2PbLY5rN36QOnN+7+9n4pIUklCTy5WhSpllba1UukXbukt2Ba9m/7EQP/jMzmvpO2+KbbmJdXejMV6qrV0LNLlqKVrfeMsWfl1K//7bilt3piPZ2sW8ylgRdJoGU7vXykdxauC2thd/8FH3ka6oz1fPi7pYAeuwry7ltGpthvM2rWZbrC3ffsFUgeZ+qtZMgqdMH9LbNN5m1a7gyfdbtvLpqVW9h82mcsUVqG9f29WraVW63vmJXeKHlYkfizFPdODQkVL34+DdV6T1irZNIe5tgjj9EKnJaFPdu9q0hK5SzxkaNm3jo0kz5zRhYsTU6jA0l3OYzbI2WfNaQdmfy45SEGbt3bJppJmtXFe+8fZpGwZOrif9/iLNqKI3gMkOhj3QahqWDexSlp1kQZcMTxIYA9HBSEIy6or5kFpmeBjqtCIA5qtEUrEyi5oNFMVIKKfW4K/7Ij6/K34q0fwVR6TCzEOSzlgn59ckQuoeQNSyY31l7a3i2q3R7U2GtgEbs3ziVBsxl4+px2N7YzaHYXBji4mIiuZo1eSCFHuU9LbD1ioJCFZEe0a4JURbuajpVzuLpTcupmg+GaXlo4d1/xrNP/Oo/8qsJb0R0XCLzfobgnp7ZJlRSkZQx63TMmGHax4iukfSPAD2qjpXAbr+bIGP5v2KDXWP217GBNKcK+cwBOHNTDYcV1pbZudeGhg4sDF/9sGc5nWZHEnlRlOpOwrK3Fp2rK5Gk4k1GLlni6cQrrECjFPWC6/WC2ZHvMyvR6uJKKYJbDQ9tnMjsQ5ycPpi4g08g8ZXe84/OvveuLJTRn47G/nhSBwZNFMa+edk/eXVB1Xi7+LSl3Yj5+ewV4pKtlRQy9CZQ1DRsfH3F/ljHdABu/zf50HUqMJ5WMmIbhnG7M4v32oqzqwucKBzh7Q2mhxUy5vtTT9eiCpoTXwcziI1RwusWk+UTUCrtfTedtvqpVX/gy2KVqR8SuQHmMo82TSAXvkgvHcrFL6ObBRy9/nkyHoJM8MER2vTnILm+gSw8TWw9Axk4Kvx6SleXNoCyU/sAl14dUoJFpqYW37n4n5QRH8vgRfuOWqc/e9CtyR891hOL2lmyGBM/MwBT/aXqZ4/iumlMz137NcfsXxETk0xwFzg5VLWg6ke+PzxezOTvR9GECpizi1979buWUerSWH3tts3XhjzOkYSL+kBzYpJs3T2rLxlizmfYTbmcbWczqEYaN/2wEhlqmCZX54fHAovxkV0Q2eAlvrN1bNxRoOxnNDU02qxe5QF0ePWKUp6hcqJhKRQtyhW15VeDaf3L8/fcH8Knf1mfceTWJPXePqDyHOnK10ysBn1Ykl9dIi7MF66sSx8YqRarWiMF8kdNcd1OCvhgguYjrQ7mnrsBztHehtDmWdPe3Qrwa+KS+ltn/zXRqgCZwBO5GoQ5n2QBwrl6XaP6YtPDT9T//r0rB+fuWDwosvhVXaoua3XXZhlGS0fef4f7qZhxeZPSLEiFtoowTpY6W92mXYwteLOttI6tfS/o5u+cVdseV38IAQbtSSUFAw6qBTf1Lg8t9/gdH535f9GfozOCqrzE8hxcF5ffcG+xszeDE368YznfIRXw3PL9BanabzEL1+P96uEMF+LvTO7/84urcXrLXLuVKHvROoSUZUBqAcSQBHAbj8WjegGDvtbGIGSNUDXa1BLuUDBuUGqDODgg211FgQjqdrNBa3dkivomEypwdgMmNpakSRCOU0VOjSw/flLV02wp8uQNRICJSqTZe5ESEZh6RYzRBrlUAY4nYYGhaun1VSvlvK4pl3ryvJshskF85wDwurBkAzJGkCoEKiUQ+sM6zneATwttz7tu3nuo3wEGpIJvHHTdG6DZtMb05gOzzS3u6gakixLgwNq6mY2E69zTDMDPhkCjUP55a9fW3i8wVok1xK1DatKkeaak5dszYpMrRUhYqS9sgK55NEr9nw8s8cpbjjU9XTx1+9oCjliYLN0aDPzQt5cqpYhVwOhoyCYlaFKr9e/94n+dUh+47kFOClOJsAyWL3tPsjag4yujZBQXqpU1O3NvhDLVsm6TPAbyzGyAjSrG5GiwhkpbMTmjV1X1xa37vH2SFunr97AcGqGM6skOSvTt0CN0Ud6tz12y7+u1REQN4zNWjFGjymF2zs1DujGb5abdWIpliNsMkTkaEr61/6XZYzfvhtO/Q67fvPGHWDTMg9e0e5ucxrX+gATDtjvJnWV+q2SnGr0jE0n7rhht84RhBY5Oy5TGri7UXrkwYGpc4UjVDrf5p2e4/5vPruXIj9lAhmpMCdLSpv2udW1J836vu7Why4H1D6YyFd1ajhTzOYZIu9uR75+iE/HqhfL2CYIvsL6el2XXj3xyX7/5GgmkC0c3mx8M87MJHVHTAUIgyVM7xGQKVwIfB6pQkbsm79rye7+zl8mLpfMr375+RKsijvo9rp0A04+owFo4782/e6Od1d+ruQfBoqVuY1PeCRauVPAyevIFkbBy/AZzcEly+2n/xZgDmyONxT9lupnPNVP691vDyDP3BX6DQ22yNLNYOzWIvXOsr3MdRT+pFZU/QYflph5CdnSzqeX1UjWySwmVwPavZ00sJlQpUGCI29c0BtheBc2/v7M8MM+TWA5OKZUlVdxl62cCcqCtP3g8XIyJsN8vigtKhiVndESKkREaLUM2JpULN/T7b8cCZq7FcpniuVrY919itoyRhZAoqZ2oIbfnIx6dbxCh3ps2NUgtW2ryLnMr37zrp7NXnJN6KESeHGKnDlX+1ua2d6USDvkyxl39+SbXUjfKsVekPRQwzcxf9vum7SJu0bujKW+JSmGKG2iawsxPVM27WHjv/tL7lMP0M4dSLHc7qeC6+fUOwehD24aMMymg7Q6xIGinbf5VkfrUYO5+dOdH7923uGSqMFWIbRh0lvIGAlkcbt7oPfAEx1X+r5phv4R2UV/6NQP+/gPceuUbG3CzrF5s5Mz81mhpBqULDNkVeILrRopQlBuXYskEOdeGNf4IPhWUtvYKT91RHl+CZrZsG7x5DxulOJ6EW0t46p3QX0YawW4u8pDO1obDvZrLCAdLEycGRVYjpdSORrFgbaxsUmsjQerKFTIk9FEOpP1yNktHe3vrAesKTNjLBe1QleP+Hk9MhWGP56BUoLA42gjDMeYZOZmHNX6rI242aQupOqcAnoMadF5YUbpWq5LRZLI0QBCMPsmr6KvezUUPPenxS1N9so2jbQUicyGcAbZ7OeDSUwFDOFF4VM7pEurG5oOZSrU1pAs50iiYCLeLP/9RUAuU5UAYwEip1e4Sxwbl4MYWbXS+VgO8aiUBQosrfCYJWO35f8QhCiVOOxBD2/H51Ouj9ZAgZVa9pmkjVx8tSxr7Qiq7j+qKc3nX1rKiTsM9zyujcCmnQp8j7b0Qidf/6Ggwg3t7fWFJP7EJxrfy4R7VF66HkryGQbUV9avs6JQur5cgMmFHEuA6syScoEbzZK2Yb3+RqnqkjUQIFyWZnTL3TnKusWylrHDp7c12gqR639N1q1Q/d9B2NXJWXGEovR9GHmu7uvQ5lfqtCxf+UIZ9lFOtdj69ExoP1Y+VVhv8Ky4TRpv5u2SEbIl8m7b5ETafZv39nL83fYOdbhoRpGW3WbcHwmBaJeqK6RqPUHpN1mDrRCbC8Nqt5gOVjwqxJch1hjsuSqEFJZaNAABSmur/uY0pLeX00IdRhuUU1HYVSV0tvI7sx1NqvVL855OXZpKJITKwz3KaK2eKXPfbRAuRQXco1jXtijJ1Hhv3IP1OSRsGSzu+EK/48XdH705/PKm/7KBhxzw+RwtDGZVz03TaPsDxz8kWHxYMpWEUoF9zujv3SLKC2nA2WnQi5HCEqFb/3Xxlocr480KNNbArKxe3oCuI7H1MTaEaq8qG7OsZZ6sPH52xe2eep0eSo9p2D730nQUxlSmGpVZWLT2GxJSGtvf5Os6WPq/N3CrB1NHFQ3lHXjDqVkTAET83TDd4QSOClHV1AtpWeB6XEPbGrNaiubq1JSo3FrjZj3xLJo2ZoxIu5MkIcLLBKqltTDs9wnKE6VwXNbXtfk5rnMAkLVUcLb8uZ38BwtgaUGYssqGXPzGitJtatq9s+P8a1N3+Kpz7+f0CB+L10zevE6Wlycy3k1GvlTxqOm/KMBvOd3v7d3D900h7dzblPvZR16ZZ/SWi6BFo2czDsrmR6bflVtpOTYOL6qUaHlDTwif7ebfv1JkaXdbc7xf1XG5vLvflVVBaYcVW6pcuVxw728n5/lKcF49qCnmCAQNSRi+RfyJvmLJ+Je+iL1uP4ku/e+33+lRptcAxjJKugH0NPNiYtOOU+RUOrA06UItThp+p7x+oLn9RGiq0eU+vq89lNHWX1opj2hbHL7lQAUV1cfa7jVsa601cBl0yQg7murK+/xKgAKNAVcpUZ6tQzUotzhnUFQj68l8rggboIogG0jGtanTVxdLRaae5wtSeWU5N9I6tIhfJqwdBw6N+xqxqZX66fMSZMOO7xdHV5VzyzCHq1z12j1dlgscq0SFdKLKYuxjOM6hhUxFoSwKetSEGwiSBwQAm++6L5IoBni1qU13JcJ263QNXq8Ac/xqYW4BViNIl19V2qK9GIrzkjLMlHVz816tIWbV61rOVac3liVelsELRfKOkSbVdbYMlpcFtoTRMA02F9XVfECl9mg6pZlEca5abFeDeQhbXIJPThUfur1VlWIatnZOXZzgVTXnge0bFzNyPHIc8W0c88BPG9ZxpH5NzjL1ECwKRVOAzOqGoYHQ5HKa63FZah+PYTYdAvNOxXZmfYrk6jq+VpGwMBZEGE0AUjFScpLWlUTaoKSLlHlVCEQBdLRjBHqqxbgVOn9tATcUlzgkM1diDW5Zl1NMRXCFrq1fv8gabQ4WChZaDzD1OIXpsH2USu/ueTE9tSqIv/497X+YHmFqs3pCPWkWHVBOM2QiusfEfpn4U+M24mK0M3lz56Yo45TmVqMb/C4xfgkybNx9X5k96A33VEWjU/8Bx+fdnDxfxczo9ZpgwNEvqGXAo+M2zelKYZMSeaSt9Z21fHVQRaRjcpMnsyLV4ku9h3z50VJztN64w/jRzfygGYnG+QotDHvhgqCWjHy5zhRKr60ZVKLdbpH3B4kLe5P/Nv/auI7dPrvTLqbVJezfef0hZWm5sLot/zSN3sOZTmkNUKssahODrb+7Z39Y/htajdq4vChZesaJjYBV5SaL3FTBPZspIPr1Cmoe9vQeckj7vW5l/X/fmi8Csg0In8vy/VNzJuWHyyb/B6SFl0W+0VgNhzZv00VbjfYrWXYFT3/88uHbG3JSnp4WtY/dH14qsX+7+plPbTp1laXGwy6hULR1lDJ5FNYe+4FK3YLffHcNtMHZBsWZKrw6yzVkcxCh0+QrtILI+136QMVlM2ZPk7d06R7eKfzsJVCFYL0CurgMNg3Qc0mQTQODH7w0I4ar+s+2tD71y/vfe4l8fG/3xF8/NkPK1Ruhrf1IcM48Ng+2qZ1EEjmbIz/tE+4eRLibxNYnb8JHavNm8G13e0RYBH/Zm38V6Kvw8rc2O5a5bF6P/3Sk+p+TusF2NLbEyxbdyUxtLu195BD+YmgPqjXs3e61in++WbY2Sdhn/H1L+IUPT4sVn2urPznPookAL9X37Pt242ZLcpS6ff8rV6r/1eVDbisK+fkfbWAzq+py/s4DBgmDcu4A6Owyfm/rSLIxlDpdED6FDCRD1buxhncK8cTFuM9eHTzS69uiT+lt8mXt8ac/3dHbVFsMK9YTGlSVdCW4xI6F132dwzDYCQNUhSg0sbV4jRNLgVKosAGXWE0Janb6Shk2E6T3tzSwbrNqbfpUMKxza/8+tXjU6rmu56dv4OBjwrcFw7uU+XXy3KrsNSpu28Y02nQfjlLPLlENBtvjW3BYa33xen4C19yuNk0mk8sMa4ShNA50GHLsuVugQX79XQCTDCPRiFyWjSYtqdkEqyKtHgdCz01zwKFTuTWLpyG/VBs7t7p1t0A3Dk5+LKoo9RMHBl6dXZkqkEePHyFq5aJ1oZDEYUi287wR9aUZztijI8r5S3P5bkk8qtZ8P8o+fov/9QT1h8/ZX/sAXnOgFig+5E/eWK2ET84jFj2kks80Eti3LxmLwuDtrhJLxguMww+XMuhWpWApIxK2fap8nW+L/eEsdbDfTVUghVWw4ZJKJT1j3s5Cxg8TN6fgkk5BGmGNE9ImcKhG5SaVQCVh9Tr77afuS2/vGr8A+4wCpEWw16/kmbLH2YHbFNjDt00/d3X1/DLeyLOrPLavIT2Fq+ksYRIn74eU8wtSlxcKRNEfbKGfufkxCx6pZz+4mM2rMHEu29PuaShKsyom5x/Oju51VL1mwN4Nxv+2j9Q4t2Q+5ygHlKv6TUoqfGCn4k2MDqxxvyww3+0AYlnUOcQllfjbDSQPOZ+0Ul08HVrlR+W4vsHUCbHjYxu8yqnTo8ZO19xr411ObbG36fK5+W2dWI0RPySFDhdUqgkz1aqFkQlZoDAQzIimvfddg6CHIjtNFWPu9lNPdOxdei0B7tms/oNB6X6A0L4sVUyb2yEU4q98H8qsmtvr4ulA9vIFK27b1G0L0OKSmBWrIqb4RkdpISUU0IJCK/BSkLCqPYjCFRCg4PpH51aKnIyIzh9v8mqQZK5R5KsX6oLHazHRsgJLRpSdAhXg1VovrBBVfhHVcQvdDLhA+W7rmP/VB0hNOra7+eRZiSpXR9qQS+saIjmLS/jh/l5DmCvk0jUPI2rqnmSBDLoHb2/YIOsUVV4riA1IvViU7DdqTIdECPKlLKJZ0T49oKr0wbOlXLMZ5GT5rTJKRgSXFr3T09B5+76Dh4dJTDeoi43/YYmR8cn1Ob3DdHW1Oi+Vtim08zV4AyntwZV/KhuOF5HbfWL9PSoRlf75I6VSuWNf7fzn8GuT9KD+U4OTWjKpiRD37VeeOGm4s0u8VKMMMFaB9SFebdmfvkE79neT1yN7mxIJHdj82Yb1F+eCzy+ymMLSfKSUyiZm1jSoWuVDpbLn49PPwoGr9hH8MlRpvwzA18ScvD6EL3sb+JFmB5lL/e1jXdWDx/1qv/dHD8ZXSrVcG1al+NAkMGO8vUehtNjKVaSwdGYpGbft3Gtrbh52uRw3Ry/xMMb6GXO6oiyPVtV/TNbuGlm4QxDaxK11xKpTxQsGBRqMlMlrscn8ugbV9/SygwrUK4YraL9/W+NgDoC5mWejUb+Sj3XX6nHk648N+CwTKpKDc4TQoI7XqTfmKvEo9GGJ1ujqu92ujMjNFqgrM9ytHkuvrHo/UcVV8BAMBSmoldP6f/slTh1ffT2A1SCumicLIlCUCplpdt+wJBm5SDSTqD7y0I5cLBp+P3tLJ3wtgATjtdHxKHUzc7jP+e6E9oPLs4jP/eDhHZKDzq0WSYwSzIi3YDIpeUFTdeuk0oq8Xq9t1pvOSay9CB7saJsIFx54oP/vN2hoxODUYpXpazfCVVjvV5vtcu6aVgsUu1qcRwGfqcaGLDBb2xphqQZtT6ByVt8gLKZOz5wCCmluTNzdYdqILpTUrZ3RYpSQ+uxOw1CjvbVTOFkdC0c9BlHSud19LZvH0bV6rExTIi/s6tjtu88+9/GyxGHhcvJirthtMgzqqEBlVWiE87896ehuaty+76PP/tt7vzc5k+mwO5gW3rJSZRaoQkBAqXjb45hmUE/9Cc8Lcjwu1m/Ih/KO9z9WEC+k2yaCWrXUFuLXKr1oTZxmG43409Ohv4tfMwO+elfzf+zALf43ltJJMNeCsM9oXwuwX9kKUudkzAuEK+KX9dg6w+6cYN5WWo72atUl/q+xcoaRPV0N1dJiwdamTQuGze2BlQ1XaW1ok7Aa4zFRcQsqhAlFpsb06WwILmoP2g7bvO0Nbc8OPMivkBPZG6rZ+ixVlelP86pulfDUof3T79QZfNQy+tI7U18zoZUAKdne7oE3ptNqaAH8V5Hty5FdPGumXK2F2CeadPEa9F4mnqrWGZCdrbNmnF6iJV/OuK1Tva3VUjAj6qLFwJuuKfRXrfV7bhOSV4NzNEQUQIcPwvJQstej4mIjB8tXs4rmnYb4KN/bb565lDw2bM1X0fmrpaERy9J14saCSDqMQMh1aIXhkXJP28CphJg7dRXe6llg2XZb5oF8fa5Y1Inm7e3YWgQdDHGkAhc1BNCRHTnqSghzw85OrjIexDEj7J6lGVTxnWF0m8uz0nGgyeXNlIADMHMLsXC+BtNkELI606VJvFZAVdY6HAa145QljIi9FHkFQHbO3uMDnf+rDMz0ZKvwobix4f03p3oSIfuiW67HkX3ugJfChgm2jC4vw8Nb0anpKmYW/QVTOpwpFDrvGGrdXGartVd/TB359JArubb03iJuyMpV0mHR82oifzn/g2/8Gk2dAOr/wWd3qyvy+nUPQReU1vWg99OoZ3gtaSsgwvBu6wVSotOie34LljwIIRmF8G5RznwKUWVE3TucHCHKmKqnpVXf5PGXEmr/9uaJm2FWl1UK0HIY+TIzQXZ2bG4zo2Rs/vQf+HNbhvzHoGhJ52mOf3R5uy971YQPy9p6ljbGyijOIk0KrhAnzxO6Ut6t446T/r8WzpFXRQQ1uTnjfombUCFBCQQ2pEpB3eaVqxbJEaqyQBnMFEzellYb1rrLHp7MvyrId3joEymyBEO8Am873uOzV5ZLSMyJ1NE8SKeBkgZRJGdBloLL+xs7kHpdf4/m2rm4Pi/u8KtOB8sOOyNWwBuJgtGJURFm25G2LU13mIcezSeL16+eglUmZUlt0wmtkKiqozpYWEor2iUZAboX64WdbsMSqa4XSkqrlg2wLlRauDzr8JpmFhK+XZ3ha0VZqgIn0FCIZgMxE6zeD5IUT54I8VWI08Ing9qDHUaqxbCvnyvRhnAa1GA2JgJjZo2XjClW2It0BeduXkKSfjOvDeKTjKQU8dBiLBEvVdUEQ5FN7rbv/vSx02s0bjYL8ZXA0myD3TL21ny1X9mkwotXivYGi8HG5X76geWTXWVYBDMZ5rvexGWxuwcKTMhKXKIJPqfGDLlqSsK1CWqxQek8yKa/U8T39pkPkN+xVL4QRdEnvWJ7reHZO4ordAMXl96dF3/jbHzpfGdA3v6ttGIOpHItX96SfXygbiqBKyho10oGHLogA1YrX6BZRYMyEMk2JBUMqjdYHB02/nI+wkN0R7d3RQPkmt3Xpihw6as3xU12GDdTF/JoC0NrZXTg8PDun9111aCZyJH1+as6AsYL7nJgxDYdPKa8fD1TETe7Rfsvaqn3WtjeBMV3/NAld+PohWvgg1wIHAFaVwdtKe76iMk1OITIRkOub1A8JQXSAWhnp6pu5pUltWtdiNa06AONoLmZ1dt0lKbpIIWf/zD7t3FxVKEvQnTrCv8IDqAG+eMDgDsqh2JWWw0CqOFGtFiWoVxZC6eLFwJkiwXJp9risUpfF3r+6lyXXqoruHgit98MHuzCEibXOgMDMbzv/x3509NXuzz1KWvlfEA09eiyS/EKW8+khVUuYr8V3ThNGiKg+/89+ta52TteXbjX1fydX35CF1mhfnIyAvHVLPyfwcZnGjWJEC1BpXI2omjw3KLmijncuQpd5igtWxsBncOqxHlaDPNai4k9U5VsBpk2gKyrd+3VgO1z2/ZXbv/4VP+LTz/BXfqT5mc/kbd9oq9D5frrRnT3duT9N+vaQ1QMcnsKCR43qtOEW60vcEMrZfQW9xLeu+dWMXJybiYwre5rh6yUsWLXixVnSaL7Dn9t7xD62HOkV4ljfEI9VBf40sBa8vqcB7H9aOVtQkcbGw7ZNH3WWJLPlDnSsYjtVnNTVoW1wQalUuxJKN+so83tt4ytZKeXZ7q39Ot92cDZ4ArL5VLUEMfIWcuLt//XLx84fPQ57qOXv3pGXG3fYSr+72u7Huyn6urNmur7E8LIdtvaJDcGo47W4eZtTSFzzb3xenBepCsmrNWMZBP7zIKp4y49RjRq5H+/KKt83OAw3KYQs36heg35U8iy5xPqf/45QZPipz7VWDuZUiuSUF1+oB3/83ytVQsru+DpKWbX5xvH0vzJuYyUvgpYCORZSFZgvT7u0rLSWZ2jW490bokG57DOlN+UD+t01Zu0igaYB6Ry8t1u6HwWLFyv6ULiA94SyxSAtsIoSnqTrF7Lcaw5DoEUzt7b6DsdKHFw0dKqq3CKkM3dq0w2DXS8eyIkN0qahpbp1VCDtzF6mdXYuY5eVeIG3dWO7pXDE2msLAHDka7JGwt2XGHYCZr7LHeZkbeeg6/NMC+e+kOlVP3TT3+OMCo3RZVUHCLLQrYWZzZMxegK7DeC7HylgqoxrQpVqCBnp+drT//fEw8dHlv5uDOfu/xK6DU5daBdFOzGCllv9ukmToV6Do64Dw4k/utV8lDWDZDsH5mB5/Zk/7HUMYcvhyqORqG4BnpdMIQ3E0GVum7rk+kb/yjqHKidhV1/XZpe4vfGQN4omGtJV/G7ps2/cRYtJ9J5iGPUkx8Uv2x/+8na0nn22LBKddFCfUTvxvOTKuRCSO6zSpNRzGaR9AVGoWIe9ejwsiFQzUMguygpD6gOZu2FmTDLphKD/c0whEyMFUBZu7WrvVBKx1fqqIkXlKDjsP+Of7z0rwvPZd6ZKYxXXuzNqg7Zs4FHFTHb4vKoIjRb4CTrQn3Ez9UW5b4R14M/e6xTN1NNbKCqrsy+CjyxLgoW6yHvJ/ZvWTyNTub6pFHzzFvXMqcU4v7e8Zx9TxrJ5xJ1FWQi69VUniAjNW836hbpNxciCxFhDkp2evpub9LtldfPjUqRJRS6jxe7kPaZshCvlcKZSlHY2UoS6Qy5CxnYUFnU1rkL6yaveqMGNwm1mbKuwtYdALulVVT0NO3/1H2Tb93YeWDbjcnFA9/cO/bBaWiR29oBdCl6o8zEUREWYMW6eOrvGUmCnn71l3tfeupdmJM/+4Jq5bXoN2MYhvm1W2Ns+HoZ3L5v0+p6roRr+dSqo8Opq5N0hUkvR2/UaiKmkLjmD8DaSyLxNWVzWgMucnCPivoH6WqpKtu2Qg2Roc/86/rHvDmj2ZrdptK8j5YoYZOtxgeft6L4QO6HgbpVPeKOxN/lP0+ap/JFvG6dc+wssdsbwsuzzhAtujwlk1kwb96hC0XIG+MUi9UkMa/CtvhaRWJ+zHHQcirvRVa3q9YF58oiXVg3eK6XeYLvQtAhpihsSlw/UV2p1yv/VJRam/a07x/oTg4lk/J5su42JmIpbnVh1eCCrd79HTuO4W6RWAXrs2d8LB0I5+0DA6WGho92E78uv4MiN514R/5K3O/I9OxUJqEmNJ7DSenylbEcZ9rT2d0hzanh8PXl1hvj6i10jq8F1TDNqM32VEkaP/Pgjs7I6dh9T7WWMnAkFwypxPgiWEmpB1uhm2+mDnSCa8Em+ibXOuxaTkQMuHRqI37YhMVRxcokqTYoQwZtvVK/dY9xLtERXWEsFoHkGOnSilIjJALMQU3UuHUQ0M14PZ8xFYQq2NNsCCloZZU39krvT/M1UHK6RCNBX7iIKZRWbZHQyADlK7BN0UST1ubmGzPVNyPrbWbtKqu01lXnKP7rhw2/mMlVV5PkDiW2VrciWRFlLaA5Wt9oFjhueWNfC2S9F12xMCsqbRltc07CQ53NLq8lq1DFrtz8e5mL3rXj4d8+slKhm0VPtITVajXKYdnIZCUEStQ3KMye4YoJJOFUCXMcEHi+VhR7/Z3P/u9/9wNm9MJHpdDCdDylc9cPYOzV0wmJCHM9JlLWN9QdBUet8OOPoLZ2MGhv/0dMuEMbO5npwvDFW9iWFYFeAvheheNXXaVFNyNKboFLkQoxK2n84Clb/cUvm1M2VPaJ8A//KLnV9X3vx9xv/7pDg57WPf2X4ap3Xc6UAv9A4pMPDWfMg7IiKp7Ak1qpXL9qwD/Vqhl2ZeOMapcPfX1UeHsc+hCiZSN0SNQMF1s+jIVLOUwBIIxu4pJsLpJvdchOPbXGUmyadHW4VKAC17HN/+/L/2R/xKrY+P6m8HbR/fGp2r/ect4q6KAGwpL/xCzKhj9VjCxOPHpj51FQOS4UimtjKY4BGhQpBg241P882KRltpbN52DFdExuS4ssX2Ld2pdt9M9oLrFcviaISZG4yLIxWuZnxEEferuDzWeNDRaoD4asCeWX/SbBpp5pMfJLcDQXTr2ZyUVE59dU3A1aYYNNBsX1S4zAKDQ3RMhBZuoEr8QcVfzGRhVHlQWh4sWgP3rA7HBf/enDl15bk5o9MlDAOwf1iZrhm3tCf1y+di1rN7P2zaAzCTZYhE/Y/vzNBzx7qq43J8DLn9WwAcKxjJbIHk81zmXfT+oc/U3N/R1jFV4gaiEC97KxNJOFqM2Z9q7mTYrGxdUZKp+XmDbUkIC1b7gdQ7WFPqczEmrRqUMLkP9uTknhQ+tvRxea0drt7zXVyvrb0+JjfybmmY3fP5uw4MeG1M2VsqIr6d+WCYaFCt2W83ImMK/wN888+SWKZ03jkZUPc5yVRkIRzqhUdt1ilauaVGgmlhnp7yyFMrGctczbLuQTVimwe4OStnQLCrZapoH+O1/4a++/n6zB7IcUPQqAXMYWV6VC/5BBqbZFIkpSk5JkSrPZZrIoaguF4YE9nS3bLVhptT9hjF5ezREYBKnVtdLPjj/9q9++/vziL5ZW/OoMzm59RpaCBUi5HE1VcnOL1RaRaIEcasnNwNiFcXh9tsiJ/Fnmxhe6PkVW56sCsyFqNyOo3l/iZqI3LhvVh4xCk+DVATUGLEP02LtA0GBj6+DAkH5EV1s7XzMoclCja1Ox9haNWWXY1QNnM2i92YUWb9QzeMqmshe69fUcs7bMMEDlMtRDeHGAvTJ1xVEAjn5dNGgWyIrYIKr1WvQSnasw8gFEGRUWl6plJ7tjXyK4XDQ7EGOFQ7V2lqneTJW+btZmertjweWUAklBlnK8OnjQ9d3x5I4GdSRENzIUpIVWYmWTxhZdXrZjRJsBDqzJ23cb7Fny9zJf9UlCx6DPZnjq2tgnnlp94KFtnXcPRS0tu/VKMrbBnomlmwb2Nu04lXt/Zw83W5Z4Xl7VV7uV7tUsUobobpUKyCxsQlCt9sDmL2u0+WC4unG1LFslj0t35YP52SLtb9R49/ve+8NcW0nBK+vSbMUjsmM0hj8rLxs1vs+q1E+Hlih1bYfYtQ+ceR5Y202SwdFMaiRdXXTykTqq8qj2PCttpKS1ZFnIQczdT4FHHucERJ3TKVTFSX908+2e7yEzdJB8fgbmqBHm8g6SMqxBFxVmDIug23H3+IonYof7raXsErvklIaUhkPu5oX0iqRUNZSzb4GFH9gbLvPYRdnCUXKXLCv6zIUUwcdLOrGoQ0WixFUqwsjPDhe6QHZcE9zQipE8dHE5JTLla8m9ezZUckJP5PLAdjWX4qFgPgg+egHs+iEWuTGdI3mcgdH3z5m/iiR/cRO0frT6JL46xAm4oJnTQgOUZpVPxg0HVtdjY5m1RUQFYMYCAGSFbK2mYwaoJVdLy7pjBxTdsvKd58H358J36BhDWLdC+bYrdujA+0sTXC7eZXg8uGuViv+LNvQqW8TG8EwoxqqQGrlXYE9JbAnAQCDvBerHeoVwY+ehJx5455eL97cJV3rak2cXh+7bfP1GyrGpU3y5sQ6U7BtTN788jtVAUfIO//EzI83/43oqDy4jiGuEJ+Xl6G1JeXNT7bWOdtN2nftc0p2zOwKGQmViBcLELKldiFWeUaz7Dgm5hflFWGfUoMuyeF2qfNqniRZyiHHTDWKj3d403ENdvCJvTbBH9hOlbf2Du9Qa4e2+pYtrf03c+OVBrijq5XjK5Xvtjd8RpLIp7uQb7tH8OL6N3K/oqSfVF2Z/OGRfnXbFDU6fyelueeedeWM93eWynr8yJgiiB9IDWRhaXQdKOJgorqEdo9L8Hig01DQUJZUwpM62hMXifb+6n4IBelT/4sfszqK0TpD5O3Z9OvPnxaoKZo+3D3n6A1eQxLtLjJo4/qmD7ZsdGhtVj3NejWdHz+7Fyb9hEkJlMgU+/sn/u2cxAgAAREVqbppHiv7o5ZsDDse+AYktaoqRIZsfVzbTtQ+LL9Yu5QEBgAyA+MvK2acdCLu8gWnl8Wrxk3OKW4c1SSz34z1ZhxVsuQ5qiwCKS6sBRq+WdB1uJyYmCsr2fo0VtXzz/YyrRburCqaqpVwFiCrZXVfEtmNXGyvSCV6w1RN1BVuqmA7YxI8zvs4mlqLj741CQ54k0rFFZJc31dMZxLYkCr34IKQOrNfN7TyOY6aq/v3fjN36RPvEXHTQaWerxWC5ZjNafnVp4Ymd/ogZzJa4J4+Zr81oY/kylkp4DK7RIurE85dyshoS47mwSQT3DuBaGGvpgzW2BohY+douYcYSO7E6zZ5ZCyxlA++6PiztfjG8qP1tppJPhiDN0hZVb4KbMZaYfuVT9cJXVaCJBdkqn61GIQAOqGxNAFqE5OYdfb3WFq87cu2snk+Ue49rmanq//zmJqIWh1vElYm1+ZnYsSf76IQaEjXQhVjhGd2wGFw+Ve17/N6xRy8htyh9sCR9WD6RA44HYcc+NbgI+GE5upbIz5J6utekrXF1ku6XjsPy2Xdl5pXnwdsImPnvnCBAkbZ/zBlfGi1ORwymRP3OQek4NWE2GvPCphwkGxk0EoW3q6HZ0twL3bcY2j13wQk9hPz9Aza4ka3jOiWwPCeliwrplWHj+ofrCUB26rSo2V4NgWoC3NFjnhfl6DiZL1BanUL16FCynuxVd6XIk5PhCUaHgvmyrMFQrySdDlNz6k2NZf7eG1NXaDYCDt7xKecMkrs5dckc1c62o/V3U7/IgyNP2Jaf6Oh+PawuQpjAa4O2RV2SYXlP6wOdL/D2z/9xMF+sYLr5LMw5NJEKfCWbnbdIHQ4oMyN9UOBXOZ6QyjQN71VoyB3I2hVmnjGY93TWTjR0P+lhNk7t2YPUbzI38iFClIcZblEL3i8BEYAhhTyoUW0bNKRsevN9t53800r3HuUsYgmcnoc6Fdcn1kN6pndNMGXoNWR9/e5O9NFbbddyVfHR0C7EUP8+gsicUsUYsZWckwDxHGAEJFBNb9uCb3dJ9lopCxOhKKiUiBs1te6z5B1BVJF68V3l9gd3fnYkdPLcLmGikbQleHmoGfKiwmRIyOrrhaKRU/KcQ0MuJ501640PZpXVa3I96T0I1Vonq9/2e0sq/u/Dnqc+Ql/hY7pM16//ZiTyCHYwt5jkdn7auIbu3lSoGdil8QiejLY29MF8M0dmWgf71WE6UayJKFEzoOs59pjbfMqVDV+abNtydMat5ROyXrtNXrskExQAQALC+8yp95CDv7a2zaKrtXN5qKnD8oh/Ya0u/OVi0o6b72p2hxnK0mY0mK5cuNx1a4uwQlOQYNuyi75xrZplR3Y/Nbw4vwHd8KM9Vhumy9TMXleCYsN1Zyaju31fbjKoNYiLa1lCoS4zAvRtduB9k2atMMXoiGm1ycBVbvDWO4BGnyI5bc3xb2mnA/xvAVls8u5pbmPPLB23gevvsSylsLWrNepYIG98ZSbz+W3Y+AJ5XRZkM4D1Mq1ALmsokTHdqYWKe5nZ6YCE2Fw97ehyANusF6zG9LUFocoRg8A6iZv623AL7gukE1hF0ybemCppnOpYQtmByDddRQvNT51aSBVkPS4nI1WrCq1g6kwp/9ZyrFTHbBr49bl0usaaabyxseGDtZRXI04XZIEDW/1KK8U3GWETjno1iEanoXOi0qgznSspeFm846Llgc6ffNV7Ykp749RqIz1h8XXlVViysK4frez6nP3wT41rr8HsX0AbAc6h2heRwz70Q7/HUSxjNyGNh9J0C60cosjw5QZG1Pqg1MtnLs1Q+zcr8yps5UyCsWkHNPDYm8sUwJq3+AnCVf5lzGCU7nxjJPlf18z2BuV6GAFVgxHWypBhhx1EtV136qfPppGFqqmoqkxfMtjlmE7Vn9D90F/7+UXxP2T4zn07/+8TxVAubBbPRrlEp4CgyQZtHTKdBs0CuF657lBpG2roG3TtoF4xURNoDQ250aXhwdWXU/uP6chmXndANL9RYqrUrdvaJ4rcNzfS54d884u4xtoAIuEaYd7WCorr0Wza3qWQFHt1ZF7pU+NSxRVbri+adLRDhc6QQoLX7O6feK3Ux7jnSksTYVrkKNpibNab8B13NFJzNRAzXFxl0nOwogjaO52q7Yf0b4kw0NQ8DEgZCCXNJnIopL17SFjc8ftLo7WViHIupsjAyptF7mok8WaAX6wgNQ/eYlV2uTASU8Aiuqndtu0o7B8sQTsV+9W+U8ONt9v04bcgcXMzbZPVVni4TdrRDtYlbguKHFCBPgCGtfC9WxgU0aC47cY/L7Ua16/FY5FrQWKjrmIYYnLG3wfWmNBEGIkqzAr58gHqok46estWxSegr6siXP1OX/kTvkQ5KOLTZ9D57yt+94RcKTGaaDEXIWrSdKF9IY/CgqB0tWiH0O1tQ/fF0GYTRM+G4IrzyL6ab2+agN0wUCsNoxFsuM1zqUgxpGR30O+EOd2+royI7WxSM0/vGH1k05kGS5bVwUTMpFKa5tmBPsUDh7Db/R8kwq/cRE6f3fubtOOctp1K/3X12sxIKYEpu0w63Kgs5HPLgfWlTHwjSdZKiMIIydBbuQrtBLk+z1MC+2NX76dMXbNLWLxQZ21Bq8rqAlAHwDYjrQ+YG99RXX27dLYikGU9ZOzRJGYjSKiiaerR8fZ4sLqmNmsVdEGi3MNtyxfSSKkkB2odVbLXvR/mdPkr1xFh15/kR+7UqXP59B7DzpM+W9JqXzVIK2r1aN8e+9cONH32dkSj5myyKNmoJuv/++1POtWD9jSCBTUpro1F9F8xWNZlUpHkf/lr8JsaAtwIp0dOvMFkZgw3Py4CjeLO23rgVTQ6zsDl2PFm8Op0iQKyswPhUVAjQT+MGbDqugr9UNs90S6J3QW3EddbUNFrUw47gaqM4jJjhVgFC4/OXClO2XX2TT1tfYebUIJX613uEQPa5yZVrHaD7+2CSxTkdyKlcNmgg0g9kKiozgauZwjBa8nRIBQv+xFGzFZDoViO5ZaLglVEnjGp+7R6Haszi4gSUq+jumvl8myKl262qfIe10ON4JD1RXcgvZ689gs39SKtnJUXs5l0MmJzk1v+oVz/Qr3+4doOmBz/HFI5hMLNfYe3dDf3b74mVxds4gYo4V4xKVZQQY3q0DjGTq0lMlafZ7snnBACp1bUqhpSEeaDYo/Tf8+2/tp0xmUotff5oZLm0v9MkQoKNFVKST6WkKPrMrjHphUU/n0Nr5+I5auku88j2jBob6vUggy+Tm+16dcS7plV+QVX85noXQmFt4o9bTI+cMxkfWyH01HEw5MNH8+g90S4BgN9tXTiHeFksz69LmY2xJLK5+zBdFIe2/aFjkrdWi2SPfvVFqXy5yrIPofMz+W+Uct/vLB8jpsrVaYaLGDnFhtS1+e1GqvdWKoTpdFM50hHU8VZrqg6j3v2ofp+ulXX7zB+46ioTmuJXBmpWLS8JPl4WWlDwO7HBzvwjMA5+f7ORl2zocajw8NoWSUs/J1Q6TXaGhWORAggiMoSKFCPduzasnIN7JIUM4ofxbWDZIw1su0cxA/o9mn8fRYOcLoqwLVa8uigSoZwyKCtcHlD3gSWuCBV/e+/XJphUyEJ7n/20+NnuB0auUKUqGJ9ZyP81pLYBIEdekhnRN8JaA/v0IwvR80OcUUa8KfDl1D9Qb9j9GoepnltuFrAc6Iy4Oxw/ohM7H8vSn/qi69Ff+bEx2UThogWQqPStkZOTKnSyiUWhfFyBww3QUh+VV5Uwo3WHYPiapoS4mRb0y/REf/wJ48bQ3fmXl8+93q8fxMQpX693NaIFos1ud16aTa9Y6RVjeZXg5hCobqZUjfYmVKwop1LpTk6tmyAxtBOdZZdx1rfuIReol4lFfA+shKGkKMypfsfoIEz72gAjNyp7M1jxkS6Oij29KkElU5ssuLz6/GQGCO4GIqIFyvBO6z3BT+aZEf6faKxkEwXM8tZLqQzY3eXDevIHlS0HMcVr9E3/iFMwYCo1IHGhUZhKJlmmOqK4LXmo0UOrekMiA3ZbR7qDv79SotLXbNZZkRZl47Sm1o+KXbQVQ4hCu9jhNJi+wFirCqpmRDY1q+DkJJapzeVE1iXaQneZFOcC1mNPZXyc8HRvzxyGgUYTKH72tOTEPkrRXvLQzeaInxwC3K+VbeK2LrPb+z9RQi607JG0rgDOtRkmHp7fr8PT/eQHAW/dIN4dBd8HlKz12t8HXjUcM9vBmblhTK0xIH7Af6FEUfA2J27fr3UsN2t1ETzRJLsxJR6S/VvGRhHCD+8/P1zd3y3VdvktZK4gsviWKY0ies+6bZH1EixBjchSlM9vWzBzDRL8bQIWRFObjIgLMbYYLsXRm7WwgxQQ6BJrbxjoJHNEoLMhhO8GefCnL0Bl6qVJP5Vm+m2PWc/0cUanxjoMRwQfhUSviWHwY6HzhXmeybX64rF4tEfWpw/VrxbJB0XJI0SfHRDuc9orX6fo+Dy9Bd/ewAFXZ3sL64n/SxoqENqU0toZbmUAHsPDho4M85H585PCTXNgW58dE1rIDJK1IcT+JkPw3ocsnnUb42tPvzjfvpEaXmxqNHm+pz05QBGW4U77u/09GjOv5rs3NkYh7TQ9dXBfTtuHg06DTgqsBeZnEHd97yS/VF4pQpB8XWg+L5m+cpTe7fsteZPn0sRXmHjiQHzAjlfxrGCZJpqq7KTQoSTenY5F8fK5CsXXjgZ/8ph/haf8cbIwHetnsncSnmHXRmWdns7X9pa+1s+/tMp0WVQ8muVDBbWxTJdrQRfIbJ2ZjqENn/5WCKTq+Qto+WwanO3GrPw106DK+E2fStiE2Uaqw5oMbPSkFIKRnnsarQsnW+1tmGOgrnDD6JpSKWCYBExt5o1VmUdobNhQqKAkGO+0jzw44f7FUv57MScVZRpXfPlROANplTHIQaRTB6b2qxRIzkdqrVopJhO+d4Uw1T8w17ldt70Yag6w012omY1XF1kGMvQnf5P5z3j/CB+nVmST66AYQ+AIPlaEmhE5P5utCqhq3qTSedh8wnaoPT0sTcXbJZ2QWkneWt9lG3UxktH7k1+VWI8M0Dd4vxyGZs5rD+O2x5YEDRvxwNvdWdjkB1Lx0V1g214tVEHhcYvlY0rKlk62GQoB1JcY6oRJwc3gf/5X51KaiLyt+05pFVJw1YDUiknddZCanH+xhyuVS81+rKlamdvQz2O2h85OKhi0NGg07G8hpTKkSTKs2fcDq4RFW8lbKuU+QVjZgcwXI+nA8oej27wwVt+eTVOXpnttB2+/2cPN5Ka68+NL1Rv9qjYU9cqPrWRopMxgdaCYtltGnbed4+/kKIUiFhXkIXMNBOT5/zAqYUaukziEpZNAVe4itRrF5IAaenbqbbp1ykJlBV1j0usEPVKvrVXr3RuGvBy6Si7a3tf84hq9dXI7ORSdnpqsb54qLHp1rau+fMmj8yZh1YTHHWlZLJtN+C0QqkxW1q7TAodyEVsjQ2VXJKMZV4/eTVJbACIRwC4y3WYJC4d5C1f/HzXTPzSa8rGN5sGiB/uQa68+Htpacvr3F+voivtZreagVKg162ZL2SJsiQIasjB4phuLUn51HxXv2H+h3csO1T5/D/qHCdYt4L4L72xbtfSPIFO65vZLBEVx26Y1RWZqXFXBEqjQaIlqSTUf6/vumFrldqh3vL0Sk6q5YcVwiJmq81xfBNUXiNUzZvoUh4vYIUAoiJDZpU2LZIqmavyLKzWHdjecLRLCkWY9EYdNxiq5fpWgYpJiNLvJ1Zyj+wj42nxJ8mBZOT3wDHwsw/B/d1vfYjef5KWyV+CyB/1JZoXDUzHl1Se26QyzUKCvPpdsDOp8ZPyne+6vzyueXI9V5kuB8Y5WSXPiEqrfxvpq+s4DWH3mGKVg3u6qoElsbxMikpmJbbB8AQs8qLS0NCw36Ogy+IHi2kIp/FGtYbUOvByQEsQSxIj4IO/6mndpll5r2q5o5ufyhcN9TIj2cquhmbTQtfGg6Vo+1ri2c8aF6F7weVngdeqosXdz7Haf4cxQ6GReu/pHtmPcFdqtWQh1JCZLPPgqt4QxuQ1tr5U437x+PGSfXYxx2im6Y8WpYYtDS987CF+el6ptS79G//GRmqX3Ko2lC9KxQe9DUx7e+qAdt80e+a1C0usjJp5LWr/wsX/u3BmgWwFa6n4EXO/BtfeFBcjH89rbd1ynYUiKUGgoQplpWsJoJBrdUgj7GjrM9al+hZ15e1Z1CU46vqMgsxXKLROCmJBPmJ2ff+enbv8eH6mJKVgbFPHVI2OzwY7DB2388Qb0pKAg/FYtppBbh9C+kxFcgWGxUK5CJhyGWntZtr1PQ3Opamt0Jda/GgVfjUdvnePqJr1aSOBtE1QZLs3Qck8QiSEfj/k14kfxtRawLu5PBrIZv0OiCglz6Naf4ZJVCRBnp1FN/HUT+5VKzD3teXQ7beAl69nYsf+Y0rTlile0PgDWx/q2UDv84321FYudzI11sOS3YZcqTMHAMZN5cp2R+82INvFzJjiF59nCfKxr3/997/+de3Kyw/f/wWX3pJUcemboY2VCN3jubyabYOE7QMj89dvgi0u9d/ONP3fJzYI5tJ0XF3K7dlkaWvLn5xWIZeDnFZAI3J0me3Z42tjoZdoqQLBH//vFJA2ZAqDbPKVf68Fqry1nTqw4bq2snp7u/XC+pKkRZo5LM9YuUpTwBb9aCnbq0OjJa5JFHQ6RFfF16Golq2N8P5HepwrdWqiWiP1/qCrS1DpqnYgBAlDC5vOTStEVAUkgXf5qsWcUWzr9IcD8ZULhV1b9PwtzkLKYFjTrWUFD1qyWQRFa2OQ9k4pQdNebXZtOWbVeSG1FknNrMqKTMw8u6qyqbwi9z2X5z8raRMs7YHMqdyUTQXd8Uxb0kidyjlTh3QMbiy/Ipte6fz3IWO2eN39qFtl5LGlHFQEVhRTIg1dDno+wY6YsSWVps9jKbgcbz58S9WahOHzFjNHfw9gCKuQ/azSEhb78A4T1JUAZ00eNWo7mMlOLVTdta6DjRt/yPMI6ElT8+9HwVclNWRy1zFtT29orbB7FzY6tsb1usCZ+q7d4fNXc9ABp8/XxuWIapdOMUP0HRiEzzNmj6GeTV94jzcbZKUVkTPZdhm5ySqsQi0dI5s91gXZ8tMra7aBDnCkC1KAnx+6vu3Zn+oOybeeBe4x8JNmVz3DoHuyGQnoF2A1CUXKsnETvDIrBAYNF/Rau0d9gjIXg2jTAFFmwZBWO2qSzAYxGizUZ4KoH1uvalv1JjqrSa+mSqTAoWgLLWshgyJXHcsxpTrSqcMRESqVeAVEbuR5LSplBODdb1U5vZNB1nIrWHprAfcYyitKCMlX3dFAnelbsJ+khXfOxROfJMDqB6D2TShpkubk5Qw3IMnp0gYkrSCc7noFksl6WwVawM1XIWUYpLK0nrebv/n9xylXLXsuSZ+LzVdJhVpNEPznHyMTJ6Q9x0nLZ7d1/Bb9Qy/2eFUkZzCQUnqJzKmNDBZV79Hqm438OZLc9chWslgqJeJqBDVG6DH3jK23wfxmfWD/PTAViV3NEwhXrtGYVhlQSFgoZEDwsmC7lpjxyRruefzo5kZ0vwd6Iwak2v8nCC4A5DoIhAE/f+Putruz7ppsNp402iZ1oUYpVqDA4XDY/RxwOLS4VKDuljTutu4+szvubs/t/z5JwIRtmOqLR4bu+exWca5S+NcUv9+mVOI3r4QJKNFk1vwkv/iAhdtehd+TwHoQVvbqMa9xXacvpDey6uJQo1DJ2Dp3uWsUubqwyGeSA2neYIFWiVLuxx8d/ddukQ2yCie62xT402qz0u3p5iGhEKSpJ/eYl2Hta6fWqLK4252rqoBaAKxTUb4CAORkI2HD758gSzFyPU0euEdFYjXf/cP1+A9klcBdtspukbsg2aD2jY6sjlCZvzyqcudvNK3C1sZacnKDUiJUKq4barJ0OdPvT7nb7CuTq3/6/W8BQIxWgB7AYErFV3mqKldiVtvK6qbRhnNscTGSV23v941tQl3KdR/DZUwKos6hA6/fWro4Q/bpAollDq6TNYeYt3VKh3tPtKuqQWvaw/WhBVZ2TaWzq9i12WqSbXnsrtKpC+F5bPfA0XOXP9IPtcOxSjyzrNw1ggYsJg926dTsdYk9ZLCt5Qm5ItMpl1tZ1N7QPElX0hVZgxY2e5VVBiDTy+3O7luiCeOSkaubWJ2Zk2Rmj0EkyTiZqensianF43cczQPirbNzh/d1Q32WdLl5rsDciMl6cGhAwAmo97Y++SaZyQLxol3TU1e/WlqHyjJVJnw+VWYW7PcO2/k8tKO3qey3jGvXzTnPz2sL+oWbPyDFLo/E5MpdJMOsMLM18aP34Q/Hpa890LRwYemIWta+nT82om2V7//9V95oekjLGqrUJq9uPXjLzUdyy0yk3NQt4ALwpXuBZ3Yv8OK9nVufxw7X5zLlddaDX6xodx1azk+2O3UtdwadKmekO6+oL2hOsqqcAIdT8g5oXo1Z3Ci45irCeEgb6wF13TsyXhi+rISGVJyFX3ijIPILBn1BLvmqs4HKEWWl2SRibfaVaMKQYluMirXVEo5wEovVpCbkvn3f+/0vJJE7uPw+5qsl0eN6amr6BfD+D/G0AT+nqppyvm8/Db3pFm/9HptUadA9jE4JijegWgUSVEYoCGnTBX6KfMIjv5Qg50KViltLuMvkSgVSSNaDhvjNmHpiyWp0kgm0AYM9VjAfY5YgOSnBR3GLRUdF0uWJUiWHylodUjrHa/TQShoAdXDzr/uAZcaEcDf+TnV/wZZ5NmmowwWdIvrhglC3QLe3arzN109AdRM8+n1IJOuqdoQtlOmyn6YXDFx8DmBvrcjuqmPH1I43KlJCbcpqKRHWOGXOPfdulfi8qZzNVVRmi1lr5vLFIpeKrqcLP95d5x02/OxUYSURWmsztC5Kt1iOZEuEKG9tNdS55SunCtdg7VCnGWyov/iHi95DhuXVCsZXMhsEmNDuHBoi5KgxosvaJTqO1ai0s9t6myDlenopqgSuJjPBwFo5radls6MV5DaDrqssOoYbm7eaPA1mQ4aT3vGPjxZ79+oTFWzsxmqHQ1FjXc9lE79x8Z+Mou2c44hC8x632JbkRT6bQdXe1l4DWgGJKCaH+ETNWG9qGFiajPBn3w5r+PJGDYHF5f5AvXPnzsmLRGT0OgkjWrv0wWhmfzM/OCCfg43xS7ltO3rNbu3Y9XglEkUr5PItwIHYPnzoE+a8H3lm1dYsOiMYNVuRXMqh//fBtysYC7dOiE1p8RFsHXzYOc/sjF/1kTixYt9hjQBdK4vneTtM0VBTg0onB5r4Omptpz3+bvfQZ84svFRjxaelHx9oaAF0RvvF2c1y/jRVSFCIJgIqeuq6d7sn37tlUUMqkXz9V2c+9cSufHP9zWgBb3epu3UHyY3f+ZiGrfWZBnrna7ns029N8GJVYsNT0xKFi7RQ4CuYiFoagOzr2rZtuyuezUuXV7D+BsvqhRXOqtl9DNChcLAsVrVqtGAc3nry2jWthDwuaNAtrla7TBdiuhyWy9O1384n56SSWiU19XrptpZGNUHAUrXMQWy5lK/k0pXmrd1lDtHGSj173TlmJsNT9+xsWV+vHeuxz6dyHrb2r7nldmfbOVlswK2t2+rJ29plv5l/sH4b3e+Ary3M4UU9ROItOBIG4huRbXV6PMW8RV/BQWon8hmJy7x5IZ46irTDgPftap/M74vnHrxT87M4ntHrT12TcdesP6Gp7d81b1zcvHP76DY97JehqjZTy+OfGX9Vyi1l0IfUVKQc+HL0a9vBr74L1ATxOWBqVXq+vneXKbSWGjOaq+jGZDNw511e39XIvfrZd6ebnzQkAXP5P1Pt2/DkaZ6PxiIfM80qJixCJ67Lqa3uQqxji1e3Ho7H5epmq9VLFlGZZbez1WiAL3PEE19uSV1ZDAZFnVPo1fBhvHF9YS6n1UiZCg3atg4fZOKDWq2TB8snc3md9KFMs8pVpdHkbRtBBPWE6i3Y23tQ6DRFGhC6UXsj6hZeZWmBlKkc21sM6U5qVWSiqMHVpTt7s5iM43inI1otwhcLeK+haEI2Tq7JUGR+nbQ4+RETlCIscCQfhABRJH9vHmDt+Qu5ZIUVLUht0Akur1ZzMpDDJFEDNH+7N3w617K1dTxfHLkXXXg1Lrfg9Igq/WzY1eNQ6OLFcqaQtvNPqr2Pll9qL54cf/F/fJ/PuWpQMiXAc1PoaIX0zSGNSL5CaDfke9XGBKizdFjqzU63jW1HVwrx5VPVFosKCEUyZgGIAIkiI4MEPGbbEa7qQC0NACdXeQ0EPQ1Ynmq582PTqflgYgga+J3p/i8za0Q9o4SAeKTgNdTVxjdKdgITAU7ln99ubAlCOZyVi7VyNNPWoHU01lka3Z6AtHTmvQRRBClUrEkkwCwXYohHWSc1Gtrb7eYKMfF8vNdCBTZCSL0uHC2/sSk7hgnvrxWXtdxehfaHm4QDh+IqdWWPjYhUJtOUI1fbaoFUQWGNhUKZEsrAhzt6WcjEMfVb6qqIWj7SvYV4dMvLPz21sd+24c/dmIt4fthoJgtUQxM4l2va7kZINldmuvdoEiVjLSIOtdiErnpZPaWuZb6yei++qVYm3QD4RFH19q3S5MjFVtPDn2k5ZiVJiVurjte4lT2KlkcAsqEX7ePoeLrXqnO1NCewFp28yEpqfm00KWjj779310FiW+fRAA9cmnpVjxm6YdvnAQdUmmUAN1iAFbXUnbXSZbWREFPLq7OVakJlblndWPcTaRPWXAX0QT/MfF8vBN8PvZlGnToNwwyfzmQjtZttWOsvduz9d/DaWtm5Ta1aAm+FqhiCZSvcXDBh2oJmihvonN8+Yi1S4Gq0ibG1loo6LpA02OV8MgRwQDmRBzu3FFfW/HKxqUaEypauPncpEADtxR20sm7QY3HacFR5YV6UynMFp4h6jOX5nLyhDg2KRWVeX4GsMhk5sQITuK3DMJ3Id7R3YxRRjIq9GvkuayPBrMJF4eBTx8nb78Z+/9GBkYP6kUOLFT8AuxTz12owS5d5D2ROElzCLtOUKJdI8bQ0K1/t0hoXgPj4OjtpxZup5qFAnNVArhuhvS73/w6QvyxCp6oW3Tb7MlaPr1dO+9cP9Ern4L627TuasvdPn9LKG6ni127Kf5Zz/RGHF0nDL6VfAcDLAEC2n8qB40AOoUJmwWxy9zO0Sr+6hsK1/eY0o6hPuSqV2S8ZZfe11r2zUf5P2t4kUxpQfD0IVZFtDZarYwHyjqHaGNrUn63B1aSKgzketbNOhKn58/NGrbFRadKpaxEut4TSQpQCAFNNMIDCKEypRDx6hdJrBwKBRQAEsxwly/oesDvfjvzTgom3maE7aGntGlozKjC28t/t+ecduQuvS7gA7jAUBohkfAL0b1gLh/dgGaKsO53cp0FitE7jTsAkGWCQeYrXmCQ6iUExq1JQ6K2WoipMYq2w8xNA1lSYG6sAVY5mMG0OxFaDvAdT66VqoAwYdrksHd2SHo2/sw6B1CpSsrhggmC4/1nWezXlGKcOcjUjaxlKISnZD39DmL9Dfxr+9VHP559p5j+UX7mx9DYvZFQmI/5VxcRlwuxWWFpQhB9yuaw0pg7IyOo5n1XJuO3qiamowNf0NypaBDcBglyU/TweuXgT5pTU6w/a9VL1lzerk7VSCbo2NzRETMwE16GXq+gSXx5sbYgvZZTBYDrrorNJz4AhfbZIDgDgs+cSW7bx/qCf4wmjmCqynSsVo9Gy57bek9M3sEiSU+AwgLlqPCWRCNhjOyQRc+tMFctQanQjx43mq/frqPd81a2S5sUqugCWHhW1f+CroFrXJCqoNll1ozpiaH9raV7YXbetshYJyOPJNKsSU2bw8sbokPWOnc76i/6Fic2sOj9+8/WTFMWXBvpbe+xaQ156h5m+VDQ/nC+KTCjOO2QGy0DPcrGUh2pqCypTOoc1jZlbM/e8X0Lx5TWomypqWxSOqYh9h2YXoPsu93JxXMXrSjmXS0CVNwWfJfxsX+hRzvuJJpnesPVO6RLrC165Lqum4UwKbFCA5SSJeZenL4LRKad779lE73Vs0APQQd3Y5iTcYjcJrDxJ55cpOYlm85jaqVVV1TIwnVfwZZDQZDMzctmXP/3Jvqk331iP5fFDe8aWUmZ8rPFIx/SJsBDIjX/32vtrNIAjeqOpFK/ksjm5DCpWRB7is5uLGcTc1+6s8FQmSFvr2nJadWUm67JoicJKOBtm93Wh82Kny0G1EWQmVM4E99fDtyZgRYcqCUDXs6J0LT6qRtzWsqVel7hri+yVE2iORhWkGEl526yB9U0dYkRgo9VuhXY3XXr+5KdGHGsfLm/oaCOixRpsl9699PmeepKS6rqPL+URwNlGPHhP6cR1biOrh7pNfWJxdZrDxdn5mR0jret88s6O+upM9ZY66YVkOVuWKWJYhJZYbFzSTstKw+lMoiyxFVIJOlr45XlHjj7aw1+irhNdtv2K5dg4U7C9P6oD/1yQn7fV+izyRSdI8+mGt9C9EvgrwPA57Yta/e9+Ekme3xDmdB5dUywUx/vKhpt5otmmpXHjmvbq9aZ6et5oraoIUOGoW+mqKU20pYoxYWng29RaJi33prN6qyGVsj3cnFEkL2Ix1J1LDvbQWT0XLuQhdYO26h/Ny77cW9uBDb+5wOvqRifJawJlR/Lg7J8x989jc1YIkkQAwJWanr/c884PT3AYXTFoBNDyn4DfqqzcmEO/XC+hQejgJzSaw8R1r3DpHzVFl1rtEhUkDby4wNYdLfjyrJSiK+kaRErZHNQkSgKLpjmDRX7Xdo1UghU9+sUgpwAMd2FCH4Stsnq5MjRMof0aelkuRmL6KYYiAEDRbxz4zrA8Wtw8X5QNWJui8dikkCgLOE+DR+qxiyE4z2WSgHufx6zfW6EuqRYpiayJIsOFyw87btz96cjLU+R/3gDu+J3t5l2Wocf4xf9UR0RlsEcX8OVMRr42FW3uVs+PRTYSglMLUyGwwiJ60GECMnYUetRLyG38D2+WfhhFdF9yz0S5JzV4iN5c/FMEQgDjLnI/DZ9eVmjzipnrUc5jTp306Zr1cAmvIIyMAI1buwKTtwBGBvnKrJjlUChrhbPRqbML8y1W04bR4VUpFWS5lpAANgehWOTEOwvnZ8cTq5uaYuyF2XRDt+Mny8IbAhg3e15nE9/YPfh3Ubbf7uzc1pV3ansfviev0kOWKmAz+2/mCkZLv6nU02KSQ5AiDG/dOlDn4YMxopBEm1EuVeM4igEBhQEQu7d7LNvxLi94bOsW1/F9GjnU2uaUa5xKHwUW2Z0uU/uq7fih7924UffsyRZD8xacRGvEZBHwnyf/UYjEFlhC5/H5sFM9j9Qe+qQ1HHxtfvwTS9H9xfUhQAZSdN32jp7LDeLGXCYfO+FjJmIdQj6WjfjKfaRCA2Kckzpx66+/Z8m4BC1hm77yPJ9ePzV3NsMsODraZBq3ms8bNJZ0sRKZnC2UV1CDjCHzokhenjov1gfzeMB2xFU3F2JOrCwvlF+hGVCr3nNk6/DjbXs6kSZWUhLlZYZCQB5F1bu7ugAYqOVIu0DleGJjOcMJzHIowAU2YSmgUkfTmXjn7Ye6w1Db7i6PLDNsxIzKpr9luGdnkrcPBzW1yMpCpftObf9T/Qf+3466J1oEhLC8vum+ZwhT6JUNNpgoYnq9Q1RzbJ5S4Vdny+mX5ods9lrZJieywUDa3qZLzo0dVdafioaM/Z0hKxv4aEN7uLO+wMq10nIqnVxdjFbyqSojZLj6bbureVaMRMoNhkEdYHUAKSmBohKYgS9/XvVlkNlaXuLjeVYFnSwC0aBwJVpCosmDO8q2riJTSeujuk7Z3WObFsUJxvusqL1yUaabBE8AsiTBnrNW0cd/RQLvNA762/eev1s551J1QkALXRNvBaC5ZZL1k6/cEKkr6N+fGQcKqH5r+J8iKjSUMttn0wrF/2vv+aI5WK6enhILYZXiDWrvfUivdLWhmS3YGrMyB8dhchuKGaVFRKvVW5vv3qFXQYZd9uZoWTmVXcI1UVvTkZbeQ4DDKABz8WUy/2bvo/eK4i6v6FXc++epSyEtTagx3IQe/Ljxwdf1W573gzaNZbUCJEB55LK4tkfjtiKf/LVivsQshjjufOGhpkw1Paf+8m79PTbwqxZFL7vt4W1QfYtxpOnBP4xs/ebOUlZRTairV8gHpcSXB6mRZtWEDrwEh88Xmv5CWb6TZu0uZxivMkCtTgUOHBgw5PUVGB66z51O5Nb+vqQ2W/E62FRh8Y8iYE0oZYDHO7QffutrD2WPvPzIl2zAiwXTf3Hi/W8xY8ujsS0/DT97wvXTrU/XP/znEpu7havp7+6++ohFeHdNbJZdfWGqRlfHl8k86TmA68H1CMMqenXDapbZKTdvBxTydeXvL8FFADjz57taDw3By+LrvsrvLNzYXdbvOXurU4pioz7lVdRQqFGXte/VF26kgPV49cKmF8S3qesip04UyXSpWsgrwry+AmiB6KXpmysz0ENGDuSoqlRW04Eqx4NwnuEQP4ktoLIuj+xqUIzVUh2O+tlb2SggPW0zXUjPHDC0vB0KAxr5FdDOhfKDt+1Y++dEz12yG5dCKqXIJPPtnferzCGdiO1d3pRk8iZrh5gRPBCJDu7gUuu5WqV9wMsoLThF+N6usVcTtZ7SezfW7tihsKoArgz7yhzqJt06HUPJxJFej7tmL1+7tbcoT+cCqHKVjM5Agka0H0RtKxU8HQriXbUVEFsJ5wjizwAAABLAy/LPX7jxVP2x3i1Qb1kf7NuqEOdjY4s8n0WqDCCiBb1/3cdpAWKfx3A1tC6vxVtrmsMwHQtpcGVmupwWW2xaXmTbPZkKI6FlgBMwEaSqsRpJCYAi6veFfvWn0mKAQSPdVvOufbJZsSEX5hZe95fdmBxKFClZ4/6e7mY6pBLoZdLW0qyBaIAFILDE8KrEbMHAlMt8StS7WImGbSaFDN/bO2iq0suF3A44NFbYYHWQXE6TCvzdTPkTpFlfR99hNlyPimPzNWNwDVdrYStEGSzBXMxu0kSCK3IlFJueN4KO5paOzOVSy15TMVmpRcs6BBQyqS91Kz/ayB2ATRaRqlH6Q4eGlEQJPay3qfjI+UAxBtv0eprnG5vgYDmhCPl0eV5eQ7tbPPFMNSLJ5/MYDxZSDmeH2/gCkkV2s99sBvyTmmqhejMJLhodj4/67kb5xBLwmencqU2C9x4H1zdyvuJ9h43ivz94h6lYdgqMssjkS3htgLm0Q4hfviS7H9RJH23fIsJCacsLzS535k/FwuSa9cMoG2VdMjR1fh19kDGLIFddBop3JUM25c05+uhWjbmePSp9Q9k3/8cb1+PV3RdA0yyzNVOBVhbHFfKpWdUWbUXOhEqgAlBWF+j1TKNR51BuVOPbB3l0vpw2F9b8C106XaYk7gCA8cA7mfxU41YDXLwdM8eADZIS8RqtRkucLOVNRb0lsXYVxfwNtN5YmQ9J9nAPmfafbKYMxyA3ZEkWIqNMyByNlZ+5pdgmASep/rvcG2fSbpjw2oHVd0pGvEglMWKzfo+ibghfRlOh8U/KkAt5EIPbudCDQuc/Ae0fxlaGmuFyAGn81x28AOckUMWK119cEgBS8UB/ZDoDBAqkga+kBFgne8K+5Se49ce/HwEVhrzDOge3dDfs6gy/R3Knckxhk3WSqhaZ4bMvP6WBe6keIJmWFfGuorlHVX6h6B3yYoVQZGr9tsOms9NEixpXC3kxXblPBetAMo20TddIFMjXMfLf/+/Vpq/1H+03GpbyP1yB5iZKOajCiuX6qLtXxhhIqmgGqu8lGjuaVteX2u3m0WCgiqHyKN22tW02uiiJWoSt7Dx6pJiLZKPq00/Pth7gDDYwlKQMCJ0u5V1KABnnhY4m9ORqSQtBum6z4lb0FZX4lMP7RjCbkuE76pm305rmre24JaNfaxRQ45I90pZBc2VU4FFAAnhIQavtdaFE0e+PQjWsFlfu2qWxajGMm60IhSi5eq6QwwOux7X2vSO0silgznaOYc3N7WPEuWSpgNr1NptCpDmOkltuY0f/+qJl0p+E3Wazsk5XvJNsdkhNK0jwdSphUloqNZNsXVBbgw9YMt6H7nnpzZMcQAz03zeaXl8NNfd0N85fZ/B4PK/3guYMFFoFdCLeaJ9NpoZ7zXPTfird3qDvqpYWU1J2Vuh3so1hHq/JOVepouvwsnJbqyrmrXNESupMlCgmKFzS37Nl33fv8yjKAZ1oy83XjF7v5tj1W1n11x+z4tvsd/Q7J2OlmzcrC1eWuTVoLlBotOIT18cIDoBBoK6ls05uX/74YlWBe44NJs/673p83/jYfMf2vvjs+LJvXoWLyQytSNVSVrczFxM5DY7Cpm3oy+/GeEenc0Q7dcl3a7bQYRvxWuqLVVA5qC9wAo5bWlrVq7dWlA4wkI7hGBRc9WJl9v5hx3/OxUectSt+Z4EJpwn8A5z/9qcOB0i4ej6dTJZSZp1FYlYLIV9sUr+eU9Tp1HodSSrVGhshshkJli8kDAA0pFJezXKkDarEajGEOyUAfWHFvXYW14LPgXhMnf85YDilw9jNmBzQjabWPql5Q1pvduBdVPPBm7fpIGJB0bTaPxackXuoZKvrgrV4+Y5zrgFxIc347dJMU/ZMhvhKA/j+zY6fu6wrhfD3JXQFytYAT2Oa+vU/Emm7YVWA1i9gQJIhntoIqvhQWZWaWdUvCn9ovG7Qaf50rtlY6Z+coHpkwZnSgF20uNK6OEpxeHA5XCAMGghNtlhuatiH/Rxd4PsazCG65FDitTxjxFA3W740FTY7NorvM7gFpSi6UaauEWMN62CzTTVZddXk1tUKXlpcquvZmV/rz84wOm3V7iVNi5jzYQP/Ft36GZX/RHIgIDuVQC1vVCfW4w/dWz+xFtV70EMG2ZIf7wXkP60lbpdZXJ8DbXToBoB4BzFVvP3ypn5GWNhqBFVJuE6QgJsAbmLpQiprl9W0GmOgkru8ZnTBxW1W8GqSkKnvA+CvGPF/xzmH9opieTQTIXSmLywm9+O8iZPqs1JxDBC7FcqpVDrHpSVkiVZqFJK+pyysEFCjMZPlV5fmyu0Dppf+OHnHt3ZQ7wUtcugpr8WOlRO+3Bq3qZR0DYCyCpTG/GXPVyc0ZO0CjBtAnRFQYxIvwDXkDoeCkdJRkzyS2CCTh2klj+nGfHS/wpuIFVKMXJqLw2VSbbH31rX/8atPv/jbf72zNqVoMaVmtCxZgmp4DKxBNRZx2qDU9OKVuGyVosxOMDedfA5hXBbd32N8BmVltPtjokXT0uhpcCrz9W0/ajn/0agGlzZOJRRJtRYsA7gqM7n0zl8u/fHsxXmH5hURL6BYTYNzkUJtKWpf48ycol2FmyAEVqoufRymfjTj+HsxGvOvL2y0eTBRj9PTiQYOVSt4u7U44pJF/hmFecXx4o1D8ZrcvB8D5o3KiWVpKqGArQpjqJT8Tfy9TPLUzPlXmIJ05K/n7x/4e0JTEIn3acX5zVpVdmQ1Cp2Rb46JsFZOlbRtDZ1Wg9u2pVKhtbxxHQogDSCJtaBg55Ks8nf+9JtShpJJwz/Zgh9vQIzFQDp87upybDWaSOV2abo//Nzdd9h9//5oMToXacIx92136T7zxDnIMfjEwQ+um965Vnr7RDQfVOZYaN8OvWdbY4vC5IsJI80KJY7tlDR0SUOLwbiQtHTWP/PJb3hBrspXPWI0HlviVkI1wNikoK9sFDlY454Lz5RhmCh1wETLntmFQdS4e+TGK/Oew6Xho2iiI7sav6l3BsIvXjZhJZNTl07l5abm1TjAky2W+j4PldKWuCunV1yWuFbX+a/ASkXGrlq8/z62d1Nvqs5F4rEP4olrVH6VCN2oB2Z6mJII8niabpgEhpEOK6d2uprjm8WuHWoRYq9vVAe4YizApnnDQhaR15k0aXRd7nozCsg9jEpf/MV/l7RCWt5kvTGfZwHg466to9cnnIz6xAuUGPWUertU3QasWasrnzig/Zvtg79vSysGWGGUDjm3qJGfRutozakPJbLosTI2XdvO/nOfKKCc+z5o4Mu7tw2rNS2FiPFaJX3WJa7XnVzLn+TzN/JLSaj5m3ul+27z9LY5elWd21DWS64sZcoUl1fhxQkuf4nqT9T+++PJ7/gXzVdXG7brdP+uFT69y3pX495vDmbk9l3OJtRpakMBGK6CsDSkpLURridWxQBYazaoLGSEP6WvTD6ApXf21EsFAqe0lXC7/9yMIB/xr9zjSz9yfhNbMGElEpGxzSSlwTTItm0qtCHVU+9J34klilTz3ehSmCi6UkvIrTRw8rPdZuGTmEZZdOwBV3lizbNo1Cz8xGGACTUMajR63fLHjOnQCOSQKu+MImfLuZgSbOvByiJ1Kpgq13a0eZ40cYuZ6qJgOjGaXogZCsvnq+m3KHahDCGUTFWR4e8iBRCbDKdm8e41J/nzythz0dii//ytEUViOTw/fiHeMGC9+e7s4f3NlRPLem/DsTvusd3bkRe9NYMzzRfKQBoCuHoFMgwjaYqeBIXdMqCVI+qAGIjFy2rg4imfBioI4ZDBoty2dVhXqyVp8AtNTQZrA1m2PmzUKaiUxWArJqLXpq/tuP3wq4EJtFJManjFRrwaRauliJggYAEZwBxICc7nCpTdAawlyOWaEdUAmRKczgWOH9VXvAPFZXuTbjWTKcdx8Mp/plXNKozczBIp3t3O+TdRRGvPqx9HmE2Q+dFqmgaE6Iqyr0Wp2+LUN+tU4fj5bJYIhtSpapcLF1ymwe/v9qFRKK/Q92mxmDqtlhkdzGw264LwlNOJzxdLJbJKTxWA8mgp/PVW9S/0nku0HdU5t6qAm6Jqsvxmlk+9OPm7bz79zM1ba9e/cifXXiuvggCgLoT4ZcXc2Eyk0NSUDsqkjN/9hUdctJwpyfYb1t4LG21KIiMqFzfZJ+BdITgqp298qkmrHTKsqEwfzJEC589mcsUwZYfAZglu3dW5V2dbWg7pEkAx5ztnyebnsmZVTEfVnhjZZvQ2JRxqQZTd++Mj//jU/4bzSGP38MVbS5SK+Pzxhzrs8oXfvBiDBWjz6oaPadQjXIE8/+HbEp1LL6/SFXTsrdVBXcpaAauQ0CRFwiWO0mAqTDgCSLsOAD9ngEtPGbumJvZ4E4mMxF8Eth4BLmUB6442VmJ7u+qufjBptpsEpbBveLhRbk6MpTby+hpBzcPl1rj+QnTMAIBSBZzXJR+m2dUbOquXOf/+BV2TgRgb31D3td39mUMqctV1NrkeNzZFoC1tHgRv2QAjWt0Hp7JPmRwVefWKhgXSNdMuV+pmoIEvq5K8ZJVDKmByBAmfZH4giou3qel6/cs/ruoHmwvX1zIiqwhP2ayVTIfLNdar8I/iHXext96qdDZ3EjUJZq9dfUnc0bhxJbRbT4TkhGXFqCLbN1cK1TBlf6gd7bvRY8p4ajX6wcbt3mwhlZwjqiP7xBn5S8vypNlXIw9A+IN3fZ6PAcKfiK/Ln1tu279VtvnhebRXOg/TA13Y5RnB2Yd+fJZ6ZFCEw+TDb9/4wxqwmtBj5+i/DfQYbrftlZfVJbtpehPx0yM2OSrJIStXEwgXCOIA5bVoKhh3OebfCsmR6Wt3iYNpeONK7qzEBSxijgQPyRH1us/a6z3ANn1wqZUe0nLpgZ3I0kWjHTmd4HQ3vW4LtLnEZodNzsna++0U95mfnJW2vNGpeGjo10MhVicDUmlguad8I484lbU0fICrMr2N1bNf+7d8n0U/YNLm6ewaWV4rsRirMOrlLHtnNR/K6Jex5s1sSqnY/Asz9yf4junAJcN+V3VXS3E1iUTpW/HKoqNFyCRUea6OZuXlzHpmHJIbkzNVGQN2tY/MXpl0d9jej4V6ldLjAz1N/dsyF6/jqvCpFZMc5RwS1cqlVyU0IAikBI9oVB12MBinLjF8hAdQAXfe0zh6MbWj3nBrVXigw3BpyXZ/F9EBhEfHFH0aOQr0SmxcItg6VMWpTYlMspKfSyNC3aI+vJlm2wAoLwlZGqnrogUTIgurN3j0gFa5WeVYEbQYqJ0yurJt53jX7uJaweyJ5u/SUr9MZq2oYTwqAEBKiljNDQHGLzHwiz/69+PFl9ZiGlrJvh4pjEpYaz/a0p+KVhCD3hKNRwVIhkFCEgVH11PyzHLVl1BbGVONZD+YWryZH9EbmpUKyWUAkvA9EMhfnhGgIq1BD4qqeA16YMvB9+l3lrOoIBNYr3w+E87GiwAAATh+8uUf8ZWG3lbv9egcAAC4orbl9p0gzMhLBu7idUed2bH7gJtQ8GwmF09s1kSvzZyIk0IhIEcLt0DxrkM2iqgjUPbjhMqgECmqIGUpdU140GFMbNgQgHhaykyB2dRSfqaq3i9zLpWTBF+j1eUL7yQVZjv/n6kvfmZo91Bnn7PBeGDr9nX5t3/6jOevX3vyv5dXJy4uwvI0KIIC+YTVcy1B7Gs0jEW5hWgElRrYYNjK07hIKEVpvszNiGKTE6530se2cKYJ4QET8KV1YN6rdxbDTXz4skl5bZz3Wln5zXTfoGvhP6ddLtPoDMmURX2VRk06fxbE8os53rEVLZVh7dcw2WlQO6eEqErudD7zuZbt0HDDJxt3Lo9eO9K0+9KtCd4kO7Zd96g369y75dob0dG8uMGpetfopk5ZBQWtCt0WW6VYMWqlZhT2r23mujxGoGIwpkqsHIhFMrU8IFwDEkXsmhwvlss91zb+9dudNyLzF09r4jms1O5O+kdVl7H6r7UsvBUstK5BFV5B7zq/+IH7oURzgb44cxJylAmNSkjkdSWCxFsUEVbdoEiciLsUrvRGQj4R2WZtaCqFZ41q6lNGYbtm2xp8bewN3rBTYCsrGCAXYur0mhsF4nW7Nmst6qZI+bYUnuQTWYiRmEyOWYekDwo8RomePPqHHeIr8U3lPk/5rxfW32l+5xuFXLOiwWupmWlrkzX57kKDXldvBiZzOKrmzTxLC+UWs3otTaCJsduMwg5vciwAjEBdo9VFPM2Hc7RVO7B0tU5+bVjVK4fuNeSvyPNdHgMMfL5JcYds40cGYNmp021xn55wwtsdQBRGA8+cftpJ7+vPMG7D2vXYeVqQNCoBLkpOLOxHZSYFmKTSUOcGN7VBKbMZvQIpQPJKHq2zKyNxQlNGc1UB12bUuH8C4BqV5vfsxKKPeMyyGRdERs9mNniHxvpen7EwuuG4kRgnVDoFLgZG/bDadHCQCYK+hSuwnCqklTKJGu4awIxb5HqtvBf7xwvCIScQ4jXHdJoPUqyqXGyETLsApCBWP/SXc4imXg9jGtTbqr38i2kmH7fft78Rr1ydy2MaxVKQe1dQ1NcxLlo/VSEaEIlW4Sllrz+0IEMBUUJVrgGutFHRk3QIxcvyYzvbO1otgckMIlNA26oZmu73yir7umSDT3GvvY/fyvTDM6nG7XRDDPrgK7dkqapmV6/taV3yJA0sYorUjAQAn23f95h1VJguko0GPWD1R8eHRQxO8wv/9rOK7LXEZk2hKlZyM0WK4AWTQzTrZWWpxamb3bRq8A7DdtoppRMpQ6tuo9Jj1ssoXTOfswD8Gxz/U8rshHBH+NqreuwAHT+lbogqkX6Hnl/BR5xd58uOPFBKlMdkgF5CSwCiFO2txTSVkpucW+p7BhrpbAFDSFWdOxNcoPVom0z/6lvzrjo+49kmhAuLiXUd0HDcbvbJbC4nmUlWtdO1WNLIF7P/VmSzkGa/COC+alOFL4GynARgMHWyoPiNzfFb3+q+BumVUG6obcv/PPsmp8Sfe/Wfx7bbd7Q13jw5MXam7BCkhWDFZeDlcklHAqhJc6BxhwldlmVINLLWgRnWq6GqKAMBYhmXiRz1tT1dIJXTtFDwkjgBYy9FwNA3Due50P1KIEdWrVpVt7l061JN4orkZMxiNXjb20ZPXkR4JgII6mxivz05k3PbcrUHj7ZtTDIRAm6TBVnJ23av7bXpta5+YSzCCfGJtVsLszxlTlbgnsZbH95ybESrUd/WHtMBCh+UCgSp6lTIV6MbyZziMWXlJKeDrChXkME0FZqhGzvrE9ICnuMpVDL04KkkiBUY4iS/zEAtGmymh+tYlKvuxq8eaaRHKzRb41G5EP+4xK71SoYsrFn6T7VaMFgn8qtSrblRjw4Ts989of/c/uXZEN/HmGGjt1KwhevV2sGZjc3tuyg9HRtr5cssuecI36W7u4uDXiT+7RI/3NLVXEs/9A+TTOw+AHx32oDPxn5+5Ge7v/RXVyCzPpH8mBC/XkruJNVvFN85CR4aAh77JbdnK7B0VfjWn31Ui7mP3HwLB3Y2NOsE+sRK7vhWaA5Q7G23MfOkkKnaHuuvTi5Ol8QHG5WgBIBVzb8q8QaUul/CTDi0QiJ7IN9bcUZlBPN/PqeS7ajM7zvnSWmn397ytQH2ehgeyk1ViZG6ouWbOj7xbna4wfbLX/n++jn+1+VXGdWr9L2IYYdD17jDPDeQzYOIIu5LcaYmGtOtLkMH3Lq5S9n9aCZlM0ESm8sXB5xbY9wCyHK1NAoqq35xkzP1VdLni0Jkw+c/PLDt9Q29w1HT20C+1eFpaLAYwHWvYvNslafJlJAFANB6/F545iQa4bXdGLoOl0vEsXazrGXI3KKBdbH3Xs7d+7j31MWY2OLSKYjhbUTkjXwHIY5D7DReq9fYmzuaalE/FyhcCBWAARNTpz3z3vlv3zEwuZwa1pZKMmye1NaTLkU5zNH4kBHN1iggF/rFnsOvzFAp4ey1wFRBlJS46Wh77zfubZ8aXUywOMhWwaOdmoJauZqE7zlgeVSW+WrUVWtt0dMEsRk0W5Xzdb3ecDHpWxGrssrqVMtwB54lM9kwWFBeG+yVbOIcPYCLydXRMRpmF5DajSqnEZU2lEC0wlCP3VCOhFF1sVht3HGIwb11BmBs7fr4rdCxBzuVGpmwualWOCwFkaygLS22wcD53BT1q2orIWJ31w2tyPhleuOz92z/jw8gyUCLw7qh6Jl844ZGU9KRtensLACQRo1CcFo12x8f7Ld0HjkEqmSNaD4AGbA8jSTiYycukWgp8dqG6nZDadG3DbPOrY0jTr1g0W85eIx+92YxsmRTpLQcaKVkoSqrQggcAf1p6dkuEApAYxSUw9C8gBdEqMVS91HGN9zKXo9iThA9IZJWr7uwWauAVZdJW2bbLE2p4NjKC9/+Uu+Dh0587mu/Wq0cc5lYrfHS/LRXB4VJkNEAQlns5hQBunJXu4GVyYf6LGMTQQAm6kyK99QKwx8emL4aUUPazh7KiACxM9OehexaWaCyCoKqsLw5W0LgeBBHARuEbwEMQaHxU/b8I3/82n/+K7fDHbi5Nl3sa9Oa1e+HguMLS9u27Tr84B1KmDr77xcmF+L71FklYnyXqi+0GL157eO9D/Y+NWwsnHZfCSNc/sopvzpRDMM1wAXMlMrxKpYAcgSvbdjtXAjOWGkGJRHjFiG/KindwL6d6Dsv48efQJNpIesDBx6qqXscge8ZfW31i4FMZXkR0Rk9qgYmfk1uORLhco5mUQhXNZpWP+E36+W8WZ26HtHvb2YcVrZ4tbXBlslYXTsgfexqQ5OuZzTZeYa+9r9wtLWTgI+dN/cfr/75J+5rGkD6igj+B/0hRH3FcPvZf53fxp59/YpHtNtD4fEwMzC0BkS98MaNl9eaj9uy+4KcTNanka1Gis4C0NQFKU1y4G55YwV7a4MHG3XgOMV5Md+/A32f6LCu077lvLYJz1e4dgWEZcXFvHxciD3d0U1zZjtSlVOxZzexXjR8EZI8ak126071ophP5By/fTj9wxep085vnVreU2zq2j+aOsnc/JTqjeEj9r9+0PA1/ioNlr7YGn3kh6KlLIuHnpBzwGvrYhrQALILwXSHoUlV3Yzzxu31yxd8CqgMuY0KKqNcoxY01mZVInmbnl3RuSbD7rKizHbQCINW4y6gTi+Z3eY6Q5NO29JjEP2Tt64WYzM5UBFERLodLpVYCgaq/qyGNZJoJdll1R159JhX3ryl1zh3ITDYBV+6lXIKWb4qzC5LmXhqi6NwNlYNi6i3QQfrpaVUkYpVNyV53YhXlJPxpQgRpXVyvEOpbhRapDr1Djh9IlxSlNR7R3qIFe59hk4JSYEPoDqYgDIADxcI/Sf7B+1mzCgyOliIpQokE0G0Oqg8k8V0cOXI9l8HtbVjLZVlkajo6H1NqfiycOI6O1wn4RVchu1CGicmfAxE1bsN97U0BIA4ZehwxGevT0QSNBkF6ADofPOB3bt+9tnq5McnZv2vPT+2SqMlY1VIA3c1Z3ZsceF1uma2jkUL0dWIO5bGO7oRSaS1gHebi61U1lGsvkDsCISW1J5pZjxSxWoNrcih7XgqUG+iFxcjRWZ1/34jHU+s+pJGGGLVagw3egcOGIZNYqGcnZvpPrK/E2vWp3gzWJ30bzYNNMQ/uIEdcORKjEpmvRAtYs4mtwz0TQQVI1SpztGjI4yQemMyExRhuUy4jMJ5AGFAXtmHhmnMQtYMBeGakfuaB/qaP/BAnXkuWuu3M0uJ6r1aqbYSXDY3thfo5UJKoQFLUa6Ioi++9+GNv5/qN7OtLsu19YANjSEgFCmyLCDuBJElHht2yyXSbDpqWf8oGYuEimRRQzreX9atfcvV5YsYvn6u4++HxFsaXYXnrU0+IwHUmEKgXCR4ASk2WvgYAjRyclZq6QVZPa6pUu79931jTjR9SXff9m11wME7pXwRTpeH+716rXP3loabp+dgmunwQjp1ZzDkfuKJnrdOnVpd/5g++I1uloFRG14Mq0IlSxoOwupxhuoIZrfJFR9JfJirIXLQR5oBmWY5x7kUfEukdr0E9LcDoxc50gpOCTQZUogqYUlvdr6moz0Gy66lh+4d/s9n523GynpkwtiAYup1eq2IPnhf4dsvsDadgQVqLVLtbKjRwbOYQlwf1dliCjIC31JE3J8eD3+mA40ZLl98fZlBAoaJnZHb1UEMuX3aSOElSZEDntdKTz4x/47K/NXnHuN85xdVApdmU35OrYbRUmEgCohNLc7bS4RW0bI29MFMothRz9Vft/2ubf61lKxIXvp3tb+Kto3IOkXylh7gc/jB3lYCBFagSssjHqFAiTcqcodW5yzXZjXygv7EZoqRCt/+8r4TbxKHPVKr3hMMhJ1sRZE4n5Nr1aiOu5lySRuwmV6etKwRh/5p8ox+8BFzWFCOrnUXFd/wV7h/S6dw+rWbZ9cCQtdnt/gRugiyd7cNu33nKyx3iF4a58teDeVbUjtoRi+DLEw1C2IYrmGI/DwrHFKLeTHnAuRMrRSfBzhODTaX1GZdQ2PbwAFrV5t7MxwRy3ZbS1Keu+b3i0oax+icBNIpNcLBOSJL9DSrO/fdoax6Dd360FrBM6CLTwVtGJ9P02Cx2gSVZCb5S+uk3G3e16BaK8CbqY0CT5MqqH+gi1aRtc0ykKPbNLofelpfD0Wv1vzeMvCOyr7Xaaxp6jbGllt1yD5elZKIKtSd4ythJUpb2LqgXLPiV5sVpN2YASEhlMjgVUiRKtlFwHSP66o37/6y2kbNGhSzJFlB3oohnpaGz+1IJ3NEKqKuRuc2Qkd7Og7t3X9vo0mIEoIMObMY+ffotTIHgqjzHOg+3ucQ9zalUG/Kc0Cv2f25H971vS8OHWhRy3hQqxBzBa7spwur4dh0rlqsVAYtuAHs9KA6mP/ba8vTLRj5VHuuE2/ZhXPugsLCNXYpFFL2yrmrvfUUDkiZQqmvXvv+yavzM9QuZWebqtEOQIxCGx8fR8+ed+62aFt1A6CKEqGDdjhFUq13tCYvrNCZ8j4FsXn6qo5hcxsxj9oAUZBdZcILrNJo/NM4Ey4SO4YQlRLcrFZ7KPGNAWM9KKvxKrjfZLHBZZN4RCl+PKP5irlB65KX5HYtgIomrdVmvAmpB7kEIAdHQJmZyFIF+uERzRV/HKhES7lqE1FqMkCLLNcpk9Ss9I06+K7Oznt22oAtrj4bWxvzE0Di/EZuhRGvQMC6q1ml0+iLNeaThtF1P+iBfQ1W4Dq5pSozcGBnN77Vq9VDVDStb5DZg5K7Fcj0GBqfoy88nX31mlCtSsGMIgg6PE6FHITIHz48GGpr7etqb/C2h6MurW2Lg0B3du/Olmq//M1PN5enQRE8qH4J833L8I//Nfg/3lyegwRoirHLkLa/QbUTZOAurNKKm1BKhYZ9dk2r+9nX6ye+NQ3jWglsSAGX5gFLkyim+cQsYagDZMuZ1fDGeGkyTUEDS+U7OswPvrerq07IZcXaZlSnwKC/L9vcGKOp1RSl7OloXbssiJhC169ri3knIQT/JpWrbofuc6Dtp4GLd5cWdCbvM+4vHCcN4Fl02ojMqojS1EUg9SIUtQG7Vvf94fMAmZ28kXxvMZvh45FKJjy1Tsb8xWUZvHqlKCFtA6UBqrTNkjWUdFuH3lXc/MoIdL82cFy2+ysduAyYXiVXNyqB5YqLKGUHQN/ystUgXZkvxaby3Y3oMiV95D60QchsMlAtlhVC4t9nzixwy5wuze/eFiobh/SKlizIbpbqyA1o+rWsySX+H4mmY0LqHBgjL9MN9/xO/8wPEsIzNPeSR/aR5XAQ6X7P90sVOvD68pZ3w4bxWP/3jp0wN9V98d5YkWksuPfXyRQW989ddp1QS2ZXXRbRDJcFVWIbYrwVgk02B9/H4/Vlucph7NIqnUa9o5fqUO7vaR7R6U2SIw4qYR6k1faCC1ZYsvNwflUi82RNBtB7TFu+fLzf5XRojagI5HOFciApRIRqSY0zOlVYUK2YzWeqZfeO7i0jTRlM7a8REC7xoMLc7FIMy0CqyDMVBIM/PahaSIafktFbcOomkL1QWUhQdR0lW6u5oWi1aXWJHIdpGLSBtRuoZo7XpGjtDOMVAmX9GsrdmKbKecCkRdJBAJPx5KM6bqD2AVdq3ro3U+ZhbALU6N2roH8trNB0DX92mP/3R5RWdmF5mYblep3pgAb913gGFYntXP0FkbwK1HbJpJfpQmHOubPyK4VFn6Ei4WwgvEHVSkYe4AW2iqhYg0BEW4wqQWPXgtk8JaZXYBSM9eyzfqb+fNUXPJv++mPtqhfWbp8pX3ACr94of/LxXRf/dbrn8DAllguo8tzVkEllHHSoF0jfJqwY8bqEbLlh7w5r4yD7fOzA04O9GBSmgfMzZ6qxbCHe7kDlCZvspROFXbvc/nihvlNvkmpSv8NdMVHrCT4P6sX8LlQZWS5lLDo2DlyiJHeQ26rSIDZzaZTraTapPOXZKyyNsTIjskKCTx7E/uj3fhbPfzCb2N2pJglZpqodaMzHFyvNelJaAjo0eJ8WDav1U/E4xwiNACjn1N88rDofMWmyFIwUU0uxXA1MswyuA0gOcBwYNEmt70wlDHf8YOlbv4NzXNpUDCxeb9/WxnqtawishzKrJ9ZBk7rNCF6OFrbCeA0qVSWzg4/8GTj8GPAhAAASANzV1QZj+U1/ZejY9igK/ErWftvxbZOTSdSB9sSjp5Ol/FTkk/cZZ14FGVA2zA7a3lq8jMQOBGncutXQd0kxbfx6dctv9B/f3jL895vnVzlpm/tYMLZhMjSkoLt1z2nJhS2Oy1+SPvOSb5GwopwnLoxGAPlWuCYy6YisNEnu+oY8DJLXk8HAg6rYXNywx3GwX2S/G4qQ+WCWgnUAObapuB1TRpn8mhxkk3JIEhrh6AkoQ4rdXHck3y2jAYNxf7Z1aOxJL5m4jNjUtuJMBH352Az2O8D8j7KQAGsOiOX+SDieWBPjWlNstcinwkxJjUIpRYEq8C2tXmXYANsU+sX1YahDfSni+4OqS68r6j5d+hTX98Zb8V0tBY3x6mSovS43ZwTklXWxwY0o+MqFmO0Bx7rRXZ0VV16ZNVnyeroIW0VehdGhigqBVrYayYnJ4zs7G9votY/mj7bx9Zj+tzMF0CGtvSFG3Tq5LnRHfLxIW4sZz8vg0hSJPCbD/U62LhUzpVIHfYqS2nbNH5ZX+Fun31q+tbh+9M61pi1P2R6Jj502p6iwLr7fZSLKdJsj+rcN9rhD3PBAqykin6zEe+sRpOBxytRmd8ICabQJWZp4cdbUbzQA4HprJTMBGwi2v6Prevh6zNPnUm3UuhrcHd0GM0cv6y02gdh5zDl2Yg4wyzKhkqdOX1tnEVrSAFy0XO7d5rA3mjZWcguhTKMushqF8Z464zbz5qsrAEtApPidnch4AOnb1Td/8WqjHZUnoRa07oXQx4L2yH0o++66aVyUunUFUa26USQsaBkoFnEoG6Kr+5GRd2qJqkoqmBziYgpZlwCjSSmUKiZOmYXum499HVoNclYVj0QDaaV1sA5Zrq78OeDd1tIOEPyKrw7pkNKL75U0nXoymhd+BkZblcYtWtdMYUnyoTHi3NLurQWzQbEcYjBYnihUhEpPAx2TCHU0b+nSEOEMlWZSZXGLBUDNUFK+9RyxX7mxiaRD8mdtE5slZ6sXuxTeopY0TbLLl2Za+uzTJ2/sOmK7zSMWeFDBmnObUa9Oa5W5q6FEnYUlSCZ+7cL+Lx5UGbgVXyyUjtswpdtbH7lFrUtIppo1NVJLM1WtVYXBekV9h6XJxMT8wUyCbbJAy0iZVSzzmiOiQFn1GyKr10kX1zJ43mwfbCoRIhxdrbOGqBB5KZbs1uEA1rizw4qXVk3d2i4p+FaCPtpjmJwt262QkuLHSkhLp9HZjM1dDaOwpBGAw40g0W1eTYEmsIDr2clpukKzSkzbssuhs+uJKcX6DMPXe4GEz/0XMk3JCzsMuplanbmcLWesmyWUwFiYR6yWBozfLOIWgFxHLf1CsgakT7C2PnDuR7AtbGj6DK1bThMZs6m/j2lpNnqVVv02tZTPd+iTs5nx9fG0qql7OVVDE9TbTYeWy95Oa+GlOKItIOdFz8HUunq4DMvWvkuGXsgGPVwzD0M+tnavvjDIoKZ7dmI8oNRELWsm8tcPt+/fx/e96Pvlh6c3AZULYB0smsSLU6xuCNVRVIHOBZAkq5A1jWNcEE0ccOPrKVfJPPLz+JvPg8r7Me5yRZSpObyEQlxzoz4loIZXjNTvMpb24w0LzMx7GRAKh6zGQmmeT5VQ3mLeQAicvfDGkNUkpboOmr8YpK/+IWs4qHt5pQlhP9JL+YivDEKychlmtN3DdeIGWTTEWCqB4rQEsSq1xvRQPcfLlZfmpQPNMtgefapBtQAAcyryYTx/eWxku55ONSfdMerd3BsvRob+V77QIPduppSWio1REDY3WKDWxbwKZU1n/WMh9N6HlaOIOkdYWwzYkXpgI1i821x6lZWd9GexEcXkKouaYp/9pJn4RxXbCn3bEMwN61peRmyGnhjJ1rdPT06X9ZDD+NGpOnuIKZ9pj8cNn0LfvBW3PGy9dZm8jXRf9Fd+psMwA+EF6aRAmLXSfNqMBTBetGsbMRSl2cnqmnHNMeKgL+auSliDm8I8KBQJaT3ydRIzmJuhdLrurm2DaCWUVWV3m1XLpKBI//zFoj1CuVuUXKxWkRtS2YgZQtbKleahNsWWuksXfVSBk5mE5VqDe49K7cBS7wadapaoync4He+N5ft66vVF5naW/ajCORjxlAy4iOApZvm5CJ/X6hRi7oMqAdB5o74tyiqqPCzwhBogfiuuecV0EYTlyQiDYIjiaL3j6R3rH8ekwe3Q5Z1gTKnZ2mXaeDKF/A5v4HRRCt1iATRiTaZKvPDm/h/1nv1jBkf5IaPsnRhmhozdcHJSLBkqWXWXAUUbb84vOYuIuJko40AKqqIKUiknsj4pOZUZemQOatcD8Uh+g3EMADMb+BI7yNo/oZIBmD+XqVZKOsvieLW9vlv9gKJ8bVmbKd+j4c+U+SMO1YkbULC8eLTriC86VcXldXbT5dmrn+hpvbrJWOp5x569J98MTy7m6jweKhJKTKwMbb+jb6SxNc2hcfsKov9Uc3DaoLCp9N4Gh9KuGZ1eU8HS9bHZFiTbAEhzGsep9UkJweIMfXeb9793iIxdrDJow31D0kUzPI8MMJsUkV72S5pUrqdNu6rf9siT1r//IfdQK5+o0SpA7ebK67j8zju8aqoyPhUHq9J3+oAUjcwLOlMVkhSEHSq+fwmEUN5qdbrrW3KYMDW6ulQiUQJ63Gy/9USrXPURi0dyf09qWg2nFqiuaqXdpXHoMP9K6MhTndP/WeBx4NE+8IWx0uMmK0JmxnltBANwZrEzc+NdeScUZlrbes06o6RWwqwM5CVW1MjOlKC/vszYvY2dVvGdS+dNu27UaMaaaqeCvkzQAMv2y7lNITFkRwB7BqFBoAJESn4lCrGiwGkrLUZ3skHnXR8LToIh0lhelBVs+p33fe77J4DXvv8RqhOKU9BiWdB4YKSbXy1A00nW2w+AZSpyiZYd1Wn1XOOUMtiUXp4EAbfk3UXzIbWvjFExquNhbnOXzvl/KdlP0bbP7HiIpYM/em0QbMu5UiHZueI/r0Rfup8xl9I2EFw39pTbd+S+3mtAYeyVYKc8Jz6/sHzpKoRGaz7ayhQSUjQNbG9tqcw0aNzlPJUEkoSpyWOcY/zbZMlafvupG/TX+lTrIVMkLVzK7+huqP6sfj1cMR7dlgBEbVt/Qa/79M+a//mja5sTCps36fGUnKTW0dFaZLB5/4JOxYNKYD0hURB7c3aV1MG8CPOA6uVKXVYqeTTa3WqkWyGZ+7hvjAoyD1RmiExNYFF1oihwSW6Oln9Dq1zjVwr13IKKuVenmr2x2okmGheCl+mWEfalS+orsm9+UiTzf6vaCiuF00XnDawA+GQBI9gJUmvsbHp+WLMDANzUwtU0mSHMHlf8b5txQ8LuoH23ii5rh6e336fMNzFqxo3Ea+BXm/DLa/paRXl3iTybKASdOLWw4t3Rfb6Y2KWzzoSqWpfQVMOrDY1NR3Zf/nCWRmpCQwpOIV6jh5Gg2ETI0YyH57SdDvBqkDpg79qB0Ugmk0B5Vil+yqBMJqKsIHxXUa1g0n/VHBdgSa1R1fIVhFpIQBIsg+vknn9s2fu9xbPhEqWVajEKimIQQv23c0nrryRo9O18/cLE8t07wSxSOO9mDz2gUK/KXStrpzZMoqy5feDWyFHf87falI7tQ453rud5iDU2Iz4fbFfhSou2GMtqsbR7R8u7V6d37nMVNmIAW+VVZYVcktdD5qi4Mpo/Zc7ZegD9twAHgM9fuTu3pLJBS7VSnUyKEwAHl8XWUkEQkx9PxNskSKVGJTkWWYwN9zoeU6OoW01VZhLl4kvHmn4zSeztqdMAIrZtQBST7/7lX7t6j4y+NTFZ/GjfA65cI3zuL+90GXdEDH1bUfvTh8GLVcf6jazDhTsHsLEzswhU8GfJehnJ1OhrAnKvrmxWt/9iOWDkgUUyKVM1uQo69y5ECgTxVrvIdCt17AAdLm5KiXxNXKy43LXRNxsf2L03ltyMpdL3m0pndahO7urPE+NkDshxXZ3AaQI4vl/lEoRZf2YjWh1LAYgat3U1ah1aVwNuh3IzZ0oSLAig7O3yvN1YF+hqT8baHniw7cz8WSlOaVstb0+xjVBk7w7P9efGOI4/NFQ3dTWhQSubhKZF3TysXn8plUlz5IYIfULIHMD1GKZLFDbP/mHtWO/Q4N4dKCbHu1u+6JRdi6U+fsO/013WFWY+BNBcTBiX6AJABIWKmlF4OhRQFE2Zsc8Cgm4eN+sG5sXSOWLTEkRu3NdvfO7SmbQb01W99oTGwcZp+ubr2wa3373vG+RrT501N8OEQ0SdgjYFbJAabZ4wLnAZH6DYggjdVUc+RqQcXBi23JaznxVRtwKSOKmAbWt1Tk+ysnd9ys/1Jm6RR/2ie+0DNQ4tVpw3KW46HUGUH+z4P326BdgYq3qO/zf1jdfHpa00WdJBn9esCaeNa5qSPwMq+CK9kAJKInD74boIUwYXfT5CuUvGOLZyawXKpJfMC/4GR4a+/f7l6zPoWjG2GfR+vnf9ZBwz5MSIzT6iBLc5yqv5wTps/YFmu3t368Tq+sm321Czcl8XR/OjlVWVUWGpV5Y2wyAL1HkBRBDIBb6rAbsWZYzxMGeklT3O2edzTxulWkjUA/IfK7D1s5m/kkBdAiCn6mqXNySOuHh0Y2EmBUbETcYDkeiNrPthvYn6eEm9Uc7+5oItCz/25/9c1xYRT9GWkRnV4sQErJbb51NxqUWIlSptDRtlvEG3CdSWNkWbmLi4qWnq5PC8RgVCtntrrYQyMipfxze2KnXTRcluHF0kIxsA2K79r3HxUIbGAJnWa6TH84iaMdv4905PPPJg50fz2WP3bD339mrMjHMAmljWO7tchXQNq1akevBqsLTfaYqv5Pa3g/rAjaTUPCyD1G7DX2OlJywm/25bK7daZatnriNNoMMO6xPkBbdc+W0Me61M/R12fX+HW94yhlYri6RJrzGqmzwNw13gjrfbnNrY2LuO0qTd3VbxP7ZbGN8tc96lwTng2hKiP9NkKNBSjTyzocEkuUXAa9bA1fMVGdTdYIzkAmleYW3pClzLtG+zZVdmAav9kXb9REBA4Vq8nGjnyakQoG8AdnwPWO0xsXr6emO39Com+22FU+y36OQN119HdR3ztSuK+5StJPFsgxQrahYS6npHMbhAYfGqq07+0iRXYPl6Haqwa3OANVmB2ARhbDLYjJpL4Q0A1R7tHlS36VbWAimGJlYyyeK6jcdG+g+r6g79+e9PIpXRpTcvnxPUViV4dXGeLqYXV7OlfCmfCn6rZXC7hnhlNqUzwh2dNK7QrKWsu62KrkY3iuhsPxpmr2wIsTgYIvL+UTBbGC2AcbKSzElmJSQ3u6But71UXrC1aFW5HiEVzBUubhYssDi81xakifBCVY7glF9c0yt0JNDgsTc36CCuVMrVwkJxFeArlGXdbjTXYRbRVXyjbGwi15wwmqnKqqQQKDc5FCWTJFunEa9yxKueHiP4zXSnE75W0bXhlqe80I1K/HSsVCow31K7DSP6s6xTBkA9Q033DxqNgwYgowVCaumlP9I3yWUKfgW8ievUkyR/k6mhIMoJEo7xB5vMO0zqKsqbrdKVirltjLpeU06xqV4MuPvxu5cV7ouvnRetSpXRSCdZvUMBc+WS5HlYY4E+a771zp+WPphU1UtaGVRLAhUJMnrElSURNgDbvwnKLTIqKRjMgtkocBX5xDcpz4/xgFU0P4/6x0CgySG2u0h/wpzSnPjC1o//76KvyqyjaBHG0N5PBTKflUQNkahhhjF53bgxOl9Oj54AytuO1K5dApKNkNpiIBhyoiCVrbhMI8vEVSukgNYpzGSBGXLyppxZ4voHDCtaPTcVS0/V8K3NBjlcrUxGIQOiQDYa9M0apcTY5aDG2dUGCNrQe/aGcgIePSsiPpXJrTPjq/E8BBAODlxkK/hKFvagFEmW5qi2Lc7iSlrV7rp5MdrsAg2SbDFW+14fZkbV3Iqjxy285UcuAdHf73CcCMaeDZT6GzXoYePczQzlJyVB/8Tg8Fu3cl+xeN8jTvdqzO1g/VheNiwUtipSL2gK3jqtbsP8CgX9Dwf8P40UzM8YTGilyJqamiVJTOVoUSNIWp2R0TmO9x868OlHtc5XcpMnV05StzipHKxJNVkK7XRIaIWlDIalRbzvtuaVyQm1ojriVEfWy9vbnRNZsoNLvL9aOPCFwWhOYdFI0TWysclVFECFPnnjQthSYBsaOTqlcbEElYgb5F0H7Zg1GbW7xAeXK8NHD//7xNwRL9DXnA9lt9p8th4hcNNVmMhU/lXVvEhv/VgRw8GFEaj0V6pB6LiNkckAHeRqIBHrrFqzURu25z7yl6u/7NqybWnu1NTAdtf072WN21soMci0RvwvX3/wib350XxlbTSvQBnPgGZYmYi7A6lrHbc7N972bT/qunqxbNY6Og3Y82vggAaCuep2DXl9Bf7cv7s3HpPeA6gsq1PxqTagYj5jztBHfXevJf8zBSLtpFxWKtcsLN+3qYlb4ROLzMFdsivn8rt6kZMBdAAxHdElNmAI9Mo/Wqb2ShtNFoOt0boISK8vrf3qSGfWbH39xYvFi/yAxxZOJDUCisFisFoGZsdO/OwpVE6u/XHsuVsBdwPoTwMmLTq1kluMTIoVUIlphIb2a5tXnjwiRnRtK2fXV6uVbxzT0FodDeOmfpdYspV0FNrM4eOExbmLn1/cG4yORWQyCzsdEdVk0lmlc93dndZGk0UmRUsLWE7VDzTWIVUUlRPKkSNYNKeZBHFF0TjUC7jttKmKIxXU3RYPmtGlF7hgMsobaC6AQBqZ+QfdUTCB/3O+sErLTBXFUStxNgmXALyZtlLgtTfz2x50x/X2a0upzh7Rv16kP/2NlqWN/spo9C2NTVi9yEGOcLZOhkkb6Vdmy4+WrptwL8DsZL1g+FbslBy+IMIQS+eViN6hrES5lv6ujdVQUKUwK+phkt5czVNs/pS6QnJyp0h3t+2rdVuyZzZ33zUyNTmaWvA1NA2FluNmI6rQrS5XIs3vPzxkf/gCM6FeB8IYoLegrh0AvkV2dw6c/mXVMCZVGErfCKhxQDUO3Fzlen5oqRz2VuaXrb+3Kq9W0/8pkh/G4TZrjVBIp4t7YPm6IuMmmltwpX8lZFI8hevuLd0rGiqcsFKu2izFI4f3TL6Z/Be6XfPg6G+jvnOJUd7EVTO3/ERFzuiMuY5WMASBQnerdHpTa1Y476i/cK28A8ps7DZv6XEGLq+XroJYF9DQxcSXGT0LyeymnA5Ud7XNrquVQp2zxSD852yAjSD7oe06NpvxYaKjhe6a4pcVPplm5255Lb0mW9/eJ78xndXcpjMAcLMFzVeZMkvvUCj+uMJlKbJZTP2fW+1oqn9fn75KKHfrbECdeZnK6W+qfMuwEYmJMu7V6SUMALJKdKNAuHXiKT9mBTtuSeAOckukMra9rUFebrmd5nYgYWsuwenV8WwZRdFBhWwyXsRAshoso036xkF7q85woLvJrddsifeUlyNT0NlgiQZFhksXK3aNWUVWioU6Y17IcqCClHm7qwwzW831Gg1zJ6czjZptd3hGz/h7t/aUkuDQwa1GeTXNm30n1pr0CkIHpePVQb0iNZm2yBW73ToXkMjJy4F19rc2TWNy4r9a6rNE+g8x+CVZGSTmul1QnmLKuepnEcsVqNZiwj4h6j+3q3/sDVfAMlxqzxKb50oLMqSwkNOch/c0K2eHLMZ8392/PtewfeSq9zT3La9jI1t4pbhg3qrUiHI+H+0VeKxmwFOeLEUW+dlklduun58DbU2WaS4L6iIGd+P4YnnPbV6VQdjIpcmP5Dt3P3bmkb9el8hu8Ots6aZekTzLRizqIX5j6MXfIN8FrvKqKpZaAXiJuKG490sjL716qzwE8XRGrRUEgxjDwbQBAzXytU3xIa8Sx6oZCQ5H0yc1wrBDg6DCT95eUBjA7/708dRMfHU22uJ0+lb8MAoDANDV1zl+4V1yabphJq5IBy5VQZpUBv3Xk3RF5AAAAL625VjnxpWCRvjwY7LLEv7ibXUn48BYRtnrkRtaDJBJHSIM7hFpbH2q2WozOo0MScNaVSsaVuQKqAiFk8LlbFl1ftGREL/gVvCh7O5hABsBmiBNuETN8bKzVzEf7yE0xceGVf1phi3wc3nsH+OJkzvxM2kalgGVvUYwCxfEcsoZbTqf9YRh5KGhCTKhuFIqvb9ecmo0JYG7ySvFdMte5dmXVluU8MiDh6ZPLDRqkaGhlrIZKb69WJKthDn4wWjwjxElp2edAHbZ7z4GiUprRZ4YLfmXDU019RxjA6gOvW5WVI0TBMcLsF5lcg2aMIt+ZMfiRxcVjbqNU9dDdEmQgD0NLtfenpvnoKZW2/m/n4/UE/sOHrt8690O9zBNp/OpIuHRGuCrnbY+RAKatgJmr2ZWATaEqsDziErD734KS6/z+UYAXoSy0xLfhx39KnOlv6r5wO+cbFyQNs2H9fRxE9gICTO+T/ZXmsqhP1bKQYyLqhZpHmoZKLF+F14Lt5aWZqYXBYLo6lKnfbZmY1f8Vt/YW+WCEmhuKBEJRGirOI7iHKH6eCqzfgUi1dLKpcW++wxoHYivRrYNqhxpYjVGT48WIYtmLZd9oMd+49li9TanF9YmxnLdnZYbrgjGgNDpV6OS6CqGvF+zEWUyeb7AHTDIBWQiE2lQSap+swWrhC205aZqdJU+9sneSKGqDEBqHajhFfIaDKuxIyWQ5u3/wYOPrFRO3Ka6UWEjOos6s14Pl9d5WX5d9uy2poSqHCSJNAyduSKezi/wPDDdasxH6L4uNjVefQ3NFeoSvhoY4xwXgcuP87o/wptjNPJVObBDkIVroL7Dnllaw5uVTLXov3gRHTBerS0Omrb9M7Qsz2Yieq5yrapUcZQLnr4Z1rY0dWnZuc2QrDbTgjjnT+bLdbyuURuKzkBGRbNWOzklhmO8tY0/sHeYHzjQKec3P36vf3vb1NVxXaG0tcF89aT/NrXMqfPauSiaL83EqWtq4JNOpcKkfzOwsc+oOrTG0JJKh6k++eT2/3l3o1MX/cW3up/4SPV+4NpfeeiTycE4dKm4eoIOD0MeOUFFkKlbiQVG2hLchfo3y0l/KaluO77xYWOwcSeh3wAKhz7hQKDG5PoL6Aj1+of7Pr3LjCqnyDELwWypV6IqKtHXnL4R4wSicag1EMTq1WoYySIKEx2nCYia//wjxTdguSDL7H1QgV8UM7ziVQB6YxqSXd5jrV6Q7fqDyfL+jalPth/9/uOoEvN77iHgPezSDS6lhwpjYme9RDty8RqNVwWLHrqsEG8l+eMjw/PXZnDU9CggHXqg87mF+J9/daJAFmQYzhD8zl1DvoiPDzGwP/5/c2tNtONPYEdBuzLO0WyNkckkgQNQXHbQ3EVUxwMqNRkt7O21o50NX7gY2OZQ7LtdYcAVuFaWah9UAtyNq/Ehz/60i4sszjbVm1KcAlFxNgCXKSosXqrPGCc49o25se5g66d+klt7sAeAS6UaUc4IKxuWwPrDgTQzdCi1J7as0igMYmzeQ9exzM8VNP8jfbFEKbwgUMjbbgA6XzIz3JR7xEs8v+yey8cUpOEeR/b9nKSSyV3IlQDruEV1D1sXUePMiZuG7Q2LCffpckE/EcxtsLu7LdcWUj8P2hxa+eni6nJ+7H8QtB5Tg5P+5Pqiqp24WgLtjdKnDQBZE97meznAL1OXYpOZe489aDJpzUaNfX99lIrk3RZuo+Swu3d9+ouIaB3oXLl8Piprrd+lToxeeFWvb6n4pvJyuQNxuyFBxFhJ3vz82+e+/uTRyHxZrURuirimTdY5RC5hrJsBQv+G9Y1A6z1IuV6Ki1j9VRq60xi/KRLvVsnztNBTAoaNO7+Dq1uL6+fywHfdZCYaLgN2TnXl6iwO+vp7tNTSqhoiIZW0fG1TIGb2a37UNTSiHvJlb04HIpLNRPtWYP9Fkgdq7d1qrkMB5AuyqhC5UrWjtSmXSVFDq00tyGbSNaBNbYbVg9IEXRF3oDhGTN+oNR1rm8YIS6igPnvNfE1YbdMt9MAPXaXc8fv6/u/J90xr+pffDmNVlLSyTY5CaZO5QakMNsdg4vKt5M59d6i7K5WPiwpTu4VhJ6PFXIUrythmvLbJ46/XlC0wW6BZPm8pqavno9SILozJsg6ZXEciCYBddXASrzjc1oTfWH0e4BYyjAiVL8mCcIV/o61aRU/YTMDP0NqDSfUGgdpwtntYc4rR4AWOLoMynoclUDDXbVyhFaMv7MGeMygZEsB0gXJFrIrlqkxur4HMAJlZr6IQC2wzmGOBAICFD1SB6az6ml7m1qFLBCCHEZAt6A93c9bGbw6OhELLjk7v5jvvOjVKSi8fPbV4W4OMKyH9XkA1LzPV6GFDw3+Xw4LcZq3Sq2Rxn5JI9Fs8gQQnNtXeLvOlyh8r9OVn1jZq62pMDJWxl4ZVTWxLp4CFbNZ0NVimMgiIerrqG+L37vJc1l2bf1EAuybeW3+yQ0y9fAnVNXi+6XLNgGduG+x36hnQXU41XXp7quHRY+XklMRJxRhNF/JEl6eNTesRIomQMpez1ukJBSJ6O359FVbf7wD8BHUaEd5TduyFhSSUj2AAAJU8glS6Dkbhw6zh9gd+0Wu/qUpfDZJEQCEtxyzoLsNOPrnjLvHN54s6pmyEgZZGcEoOqjj6a7vdHFp6oEc16Lb818nE6LkAwZT29ri1qNNClVfS/NTcjY0K2w2Y/GwsQBVSQPI9SXulhFjlRMGg5Iq8HcNaOVczm4dRnsmpTeqG60zaOlN69nutvmU+ndI3Hmyo9R8sraZLLcj2HV0fvjnZUg/C7rrZm8vtFhXn1rAZUIJBGwIyJbaupvwUDE16gZNf3n1ybe4JSTzOVDaz/afnDyo3Df175He3RIdb0vBkKpyotFrx7Ct73nXQnRcuu/erQY3c/2aNucdWnQlVZpdq6z53oxvc3W1c9hXPxNUKFFAWCzWxeRggK4qxlYJcU5C2NSVjotmGaxCuT6rU8PKV5YRXo3iUoZ8howgu/Uve97CN4mY9eIq0YGwhLKpkwKhFHmCoHVvNzltQwX6PRhv3yIsfvj/a/LW+mqlaHCtLiwGYgm4/9Nkdd+yAckI+W4yXBZ2pkQpemgkX6vV1G8k4Q6VwuIlTZNfDMnOLXaJLHY2tR3cP3FyYZWi+Zxiqonx6XsQyMFkSOu+QdP1iScbbiopCQWfHSs5bdM4ArP6//fQxxNAQ1+ExY5WqC0gzClhnzSl9yH6ev4HyGpXr/i98YWuL9uLpqnouWS6k6GoJkODPvH8sIa0LM+POCieI8EeJotuuP7LVnl8PX49VwlGBlcMMwgEAVNHD9cUKaeFrK6kuvbpjGHnnbK0W5JvLwkxaJG5jtH3a4Nubmr49T+/64v89/9s5B9gUSt4pFw/E3GvmLz37cDx7R/rAoMpayNvxJoRKVSidwyst5iP6rN5pVu/bvWNnz8g/8j+MrPChRKhFwWT6BHCKrlRFCQEukcTRLqPhbHKJLL6UEqwQgIDYtN6OR4jIbHYCYhKQ5vdbvIcBDmrSDhjKn7lalSns/3uIiCzVXioQEiR8TwfyMWkFtcrojA1ASHM7vkFEM/GBEYsvQUqcUMlG7DbAcvSIvcs7fjYZvPgxOxuSm3mLWVuLlhmCUKTkNlzViVujDE4D0NZBO72ZLkHoJ2yFBI0tpQqmTo9yQ3F713DFV2Ig/nwhrM6Ijbf1rE2mCjfOd23RRG9xj9a7TWM+hMeLMhgTs+/DR5u3rW2OByfsQJEC3vKLE3l/m5azYV0AonwIR7Y/OfD7PyV5iWvybDn81L0Z6Nln3soAUzm1ySRXyxA9It/9xf1U4FR2wCIsHr/lQiciG2/OEW9/LEz9MpvN/+ALz05se+7XBzj80t92Lr/evWWAz5qQejU/Wr9Y+X3u8M76yJy9EIE2NAmuGjH3WwLRLlcOnCrOoM95tkC/+cp75M//30tTzzQsJPusfzLNgjvv2TExTs8hZGUWtDrCKYoov7d9ac/BpgY5cRdW8f05ufJN4YdHCrMnwRULar+Djb4IHG8BXrjJH9+q/2g8bzRUroep82sb3zQpT9Sk4R7r86PrHNDBgaVhO5qg2DsQVb0c+hsBfhaVf4CoTnNSHcA2NBtOz0stEGE0Wtq0GrdE1csFYgC6pxt6IdBc3aBeeLHy5P0ui8aJmvqCVKnz4KFcdezMc2PeBx3pqzdD1wvNg83nX39tZAAr6cVyjayCuhJGdetym3mOkpqSgJ7rJN6o8BAIzfnKlaqS5DdGxPh9e29wYwFfWZkfkiYmyRefvPTtE1vmdmDVMNT5TFJ1m2qawsxGvUJrUF0NzGfj9f0SShCNnXhMJKAoYHZjkayImiRxp6By9DE3QBmDHv9Oe/PaybmzAQlkjg8qL83SFS2zq4gBjGK7phTY0u+ZH1pJOANsyCmtAQggA+U1TnDLud3356PJTS1Ri9cp9j+tmX7uUvznczxed/Cx431PPGwQZLV3J+w94Ho2duXS7N4unV/d2SPPzixfdWF1OvV2Hx1AcrTG2qSjGZEhwzfjLuXd0fikzgrPzfJaimYQeNdumdBP5BJA5BdSvUsinLS3IQ22GOslzHQHcV4hE2cmCnKgUQBgCVimVA0wj6IU0qX0z/GShN5WUfuffasyWJ8uVpvJ1EpeLYBgk9lt5SelqUmv0bgqLV85M/+JXarzM9nrL4POo9ZWGY51A8oCPnVmMy1wKMBvovBImOa1om9ViiF2xukuAFXoXw2tH02qfdXpuxosph5R3DOev8iV3/sKqd1tNOV8Jgblznz8t2hpefXiSfx3u4N3CJ6I4EaMUBN4a0MmbuZj0ViTUTb6xssfvD+zEMjvdAMEbgbXKLrN2WhOW6uWtamoHMP85b7TxSsBoTJoVPxMoFMdirFQPBlBLgOMH6/t0ni1S3AaS/9GYf5wIYeQjNzprJ0r76oClt2OrC5XLJLLvLxDmXmNoXg5gutVwQaDF4oQ8QSRAEGGah9pidtdhXfXmv6yGPT7ECGh7aovaYvyuAhyxQIArFfRYCVFAkwPAsCiOTRXXMUlIB2eFr1ZtIa5VBbeP7rVMjab5Bn671dfoDNE8z398o+4qUJ8x17jrT+Vvy1ur99kEV12BS1klXagrd+bMIRVq1mZ4Wut6PgU9nkl+5DbqbzrADHjDy6txwSink8mUJSuEmFq/NvffYaKrQjtKgdZYvXlSglDIFms4fxbmwXWv7Hh+sbhiYRVGgudUoMnxNGfvSU6X516zilOl//OPxvZ9fhAt+objd90/fw756odzrxIN2O+WqEMCkimjS+3NLEv5Yn8Z30nd9P30+Y32srn5w8WXjguB/cAyUe/3HAKvtrZ9d1939BOfeb9jBxO1kaSEjgpxWxVM8wDbxawZY7TXmJ2h1DrM6n/PAemnaKnZn5/rNTtgAS13tMH1qw4pEm070LiCeToMWOwTMqv8k6TpNcCO9VpTgVMJuBeoaHJTr6e5r+thWka7IKKFub68T7s5SDZbjbtc5m0MKGDcy021+QmUVVQz1ySm90s4qHu3WKPiXas2UvU15FC9szoxwG25uqE1y4tFml90xb1/EYi7zAcQYrrjOTPMuJ6Yg5B3quJA8Dgnbd9eKZyRtS/V5Hj/yQaoV0/gksOa8ti+CH6ZxDxHS8APCU/W1Oc3du1QzoY+dHbwqf3ctHsxR8IQ/6N7vEEcbie+k8y8rDeMctUzyThrWDqPkPfGF3Ua0shRteNlAuiwi8PRRINW52eOi1AfaiiFY4WmZAJX7hWQoTGBAiwskCYaJTQneMTN7Nur7Yf1BYsH1aT1+l8pIR+sbOjlcj8LBwsor5iHIJDxLv5u1V7/wg0anfvMe5oV+rhOCimhf3W1UsTlUJpj9MwuhQD2dHxGlxn6C7TyaCwDkOsvHGLntUVioK1Vg7w4s4j+9443xJJ+2AQVBnw5kFMC8kLSwgzTSVYVi+XjHdCCQVgBpBwkPUO5of/FV59As0HuVAJWMojx3UtHfYGg+Vjc5YuaIBarXpaXGtiNfFZf5mlcyKIwuAe2Pm9L38Cak1L57F3L62W6fyBffrnzxLpOH/HUXjan/X5BRKlCxpV/+EuZbXsvx7NQcJmUNr6CQv+xQephrp6DvtEEHl608V/ijGQryiCFwMPfQ4KwV/d9z/9GtbvdQYmKkgrX0WXD7XOP8sxwDiQoynj+QLhLxYfs/tzhJsR1D1NCYXDn/AnOMCDZrxdmqygGXbKebfh3M2lhdWc0miu1OT1uPVAu71zcOTNhWupKvg+6/auJj06Jc2yFkV1g+LX7flQHi5Xw0qV3MUD91rhISiX8bqu54l0IJGp8CyOxng+wNM5BGiyN2bQxtbIfBplijHU2QjVsjrfeMyslT79zSc///Sn373y3pkL7wf9+epqkZRp3HglAMMtouPrBnTahJwLADAoVUVAUdfOWNJBpT4VDKkwzeYKZ3jCnpi74IOaAtGKotMI+m9evMrpO5jsHPPU0Jb8uOo6sDZgqRmNQpvNePQy8IUel+0FVanMnYaQlariCl0YD8c6w+d6zeZme//ZwMJLb2ZkUIUBaBjQe20t/Q/sdX1887riZmp1CUEFxMBbzlzme1zND2nGTeXRFy9SxW0tb8pAi9UQbQI+fKtqHAfG++ivvsXtfGDh89gXbej2e0b25rsfkl34047PHnrzj0vt+HrlRlwJjeTC+pT4mNcEp9q7HWs/EqPA3jQAvQGo+Wsf2rAdT/4xu+swmv6U1R05k2lBAV8QZjZBzRox/mBF0yBwVyp5IUN+FOcZAjCbtUMP6unvqZf8ZbWXVqOyZrcyE83utgvXr7OGZttsqvxOWHj6ds/ZKvBoL10L18o8QNcyd3Q431mtWTGN3cj+c5NXgsiX+jyxzUQdDLb36fpkJioQi8aDNAZmYKW6XIBVIEjjgw2aSlnf/sDW8fWSYsW37ci+P1NXdZgqt05looX6FldgY6aUim5xGrRoKQIRFa5EO/CWdvr2oEW29OYvXjCXhT7wD6gS5DDeWnq/F07oirkzrM8XtMhadfB4hpoGFMFyUybepOh/zFsp3kouP95vu1KNFnap4LeWlXcPiXm2WC2i7xxE//c99b8TZCNQMMkVZlCcrjhNatlDrV4DwEVq5c3l0hWidrwNpnJpkNUjjB8uszyPV8SqJLDxqAuACuV0mqJzDFOsVy0tF9pkXDabgAv5f1XFn8TxSxQv6Ptk9T+uUi0GFNjWR8qFXClaiGdTufmoTsYDerREZDyNTaTCqr8UDBARki4AKKxVW+SVuM6Imy2ufJbQmuObEXHH7t7Mx1GjFlCjsuwan2DLGklErEzzg5CbF+VhCYpLgiWPtBn8bv2uR7LUVanIYyjEH/Q49JJmYg4f3tvTOzsR1iEqgdfCIk1Q6RrDAoAegp5+/P4v/1cPRKQ3nt2Et2KEM2phhN+/Tu5xC+5DsudOIg1OlbqxGM0gCpUin0yBJtPWbbb4Kjb048PyVk8mPgRV2KQZiFe6225QCaKA6O++29otfCv3aBhsNul+spmuC4eLQIs0TzXa/FmQzWUAAADa15truRD3c3cQrJiTOpIQ1n0pEiCbG1oEsylNCfXN9R7BkY9trPnyJoNKtgO5eWZaJ1m+9KVd7T2yVolsze3/02b1DJjdWohhLBypsWWQc7OAY738JlAblvR4nvimHMRk8CpERASWF1kCZAuIlGElzI1tEpBci7Z2bOGhstIrrw+q63XSQjjLI4yru1Pf3BwDAz/+9V9OvTGd3lhHdbUGi7exWx88vQ5Cotpq2vul7VvOzn/dQF1aywd57dloVoC5dNGva3bSBEPWYCuA+FduZuu1NgzJbIRvziWqncputkptyIq+5Q51p45WuRpk9CxhoNZ/UJKO9ZuQedxfwSFYYW+RVJj5trhRJ7eVhVyw5v+BHda3ATeCpoqW3tDqJDh35Up1NrRBMGmlSqYwC4g8qr0IZIQicK8RX7650mNwYHvgS+8ub1Twf4pNOnRKC6Gv/DkxCUBvdjlu8wWq//Wxil+JM+XD8tii7Cj8uL7IBX+1X/H5759udzxlIairefTAHDJVVqJZMrhDb+dKBQgIFZkHc8hVam5CI4pPDfX7106/Boyx1Rwn1eMquhushiVwio/kVZynLt+1Paw1jYAtzf8jgJsff/ThpSvBxP1D2+xynHQirXMpgMzTOeizotTnUl17I9P5+Tuee+3UgKw2aNZrBYQ2G+5HcispRgWoGuwOe3t3quKy8uNtW2xwrLppRip27xigr5NTQgnd2V6bFqytu3pX8s6VU5ld37pzLbl0ZvpGndy8cMonK1V4F/7Wu+etslwjqURitYnPcScvZ3SU4lyhFQpuoog7AxvRhwGm1dD6Mdo9yfBj+bOJPNPsV6mS4PUM0Kf9f7FwRZTwXFlycEIkd6Z1xHgy6xgcXntntunIw/rCQsQQ0buB9K0ss0epeT8Kum+X7ffDkRXnQlayabL/uQObCSonl1ZXZPU61jJKVGqgrznaQ5WpEins05bPx+GaNAYA00DoEanES5ZvZn0kK/8/YFX0UzPdw43fpIrbAsRb8Omfi590O3a17vnFysE8ZZY2JbSJXZ/36VSoWubpsvPLbk3l2krsvQVWnskEpoUSPGLy+JOECrY3aWTxGi7VqVt32iJjC11728/MxdtdsjZbOyecLBSoBCTBMN/QpGka1PQaKtNMYf0UoNfCB44itxzQlIzdP94IjJLpq8L+Xpu1ThwLChzt77TVI6qtnd9r5H9wekZVphCQwsRqCXZA2CvfeLD1x1/dXDydN5ozUmzt7VtHRpDzH9UObAXPLALuaW73VnVgLba4AgwcgNMbqatpQFNH25SeB/76X0sLpauvtaNMfb0libjE1dIkWI38TrL+7KUD7P4njasiUaO/Hv2mIEg31LVttTUWGoYyQUaSAAm/DbCpibb6F5xLz163cchsX51pKyP26vQrupyg7nDp93sdqelcGktM3Iq1dOkzqMz/0llMUqxNTJgt5YVHvjPu45Ul525AeFcq/Z0TrMXSURX2EKzeIXCoQf+7XPpPQM5VwAdbwYDBtBYn3PkyKYBFTIpKIG2CSmWlZ6RRooVIcQXNgKSqKUfh5bwWV9QIiQnMTet9gpvqtejeQ9Nhj8HG4Hh8dTa0yTdpNGKlTNxT949MTp1TkulgOyNu54woT4QV9mRVvO6flSEQBOLyMIeus5A1uVyy1W3mC3AulspP6fhjKPzEI9DYqembuLUtBfdVJD5D7MMrsFPHzElKExJnc9mMkchWZhh2q6tOwnmoyP2eq+rSMbkcSlIxKhn5dzr6yTuPdMiNKiumVekEwIKU1AGyRk9XFoAW8fRMdY86+9jrC7Z6y+u7PCKoDytWcu12Alu3RWDTw+UmtfCPG8gTX8lVqi+tXNZbrg4YiSiniv5keZo/8qcSc7h46qffR1y8eKZyQG68rv77K3d+qJn12AOf9/KJ8In0s10fJRxyN1HHaYchfBZvlOPhuofdm1ZWq229877b/BNrwaCh8PBd9wBZa0xcuqGAwC6+j5cuz176cHx7Z5Pd7RQbxUiZUKUAhUYxtRb5r0/Xr7LSo48eHz+99uBTHVNvftCpNW7b3fDqa5Pdqkr7SOMHThfUDUMVxXuji32a1ng109bgIpbKHQPKriOHffPUgbtvWyNAzSdafFcm9DT9ysyiZo3WDxiX10fbdc7UfMaAIyq+GsuCB+/f3WOauW3N/5fzQKUDFevaAFUDcPsmewuH6Es1hvnvFwGOLw/Dq29/fH5B/Kip7qHkJ45A3nfqC7ci1xLbLFeXk2mlhzNnZYnotqVNzlv6FDV7rfP7EhK3t4KZSCujPBM0Opzz73F1b31i+Run2vcb6WeuWwFkOcJ3SAyeZuIMz3uw86MxUyesVCqVmbJyj3RrA0j6pZ+hsnuVhrydfXRpvgjhJ0fu6ndvoKawuK+UdHIvf5st3gdjq9La/1QOIivvjUsAdVhmVIn2BnItHPXfpGXlnG9dYsuth9q18cZT8zcV5sxSKcTBQI9D0qZlObzodG5996Vbj33xs7nZFAbIpFqB1Zsb4aaguOhR1Y008hCEqgvw7AbDYjrDIJBc4F7+K9O5m9+1RTTrQNewrFhX2Vgjk4tmWTker9O1sUpdy+54kTV9uenr8GJ+jDZoYQkCDMO7rXp8ZXGh8lF6YmNy33DtVoB5c0rNYfmF9yWLl76lQGQ38wVW12xnL98i1Bjf6YTkXuPg4SdH3wVuil59BcxZZ0HuurihmlFx7BbNY9cfZEn38l8Au1Fg2oHvoD/7bPm/VSF+GWmtx5zj4u0ZYd0kFvfojFMcvPql5frDuoTdJm6ChXXK5G5r29ZTkyXYWvXGTMliB9fP+4bakJlAKHUt1GVzGI57Vd0aaDPUta9BuS9cvRKuXIsNiVwrpNuPwU16yIba2DoFm4l+Vibt5NCopEgXGYxkHNly0QUvEvoir5E1Q40jsJSpXZoh6q3YUjRx573bwM38KFXr0KXjcpMUjUCQ0IiHlIpGc9dnBqoXb16YqebSPCiKIrzJ4h3m4dZKseXCiRArZ8S6K3g2xC+7NQodx/ohehvc6leUq1SGyDE8XBFXFwVFiCCKIgcpHrCtPeP7671e8GRWnmOK23he2XJxQVUGgJ6RSL1ioiyjWRuNFNgyRHDFahfvkpAYXsy36xqH+I3rRDFCyqySvs6rVajMmnK6iirrPW0q0VgMpRGOIDplXCMPp8OUV1V/gcnmirCxvPYYTMW93rOCcv8Tj6787Q85q/ADru+h1ekNsrCBkufXxT4x1pF5EXxg24qmkrrPUBEV9B/f+rqObOR+Y14vvPqBVC4oo5ezrQrr9yn2wnzxX0w4p1n8oGS21gI2TVkUrGrJ7erQpDeixZQRlyWhhXxTo/bOR2+76QVaKqmpbEYFssm59QCNuqA6uMtAWOTVrCAAShVC8uryclXkwzkdHVmbVu357f5VTKxrMC656o82u5DOHuNUZie0ntWmqfCiESkzheJ+GuYz6UEDFgnQu48NlRB2XNNDtHG0lkn4AqIfKlPIe8+ddNWr4qW8/91FYNCTnI9nskmnQpscV3z1F9sxY00IVT7DKfoU4levbybhht4/7B/6wvw/V2INU//y4lwLB9BUsqHh1AHlke+sP6ECbguoUN3mUvfoO7u7gYXFsADRGjnCsRa9pz3+1nykpZl+VV05+Ern/42hvxhqn/9X27f3/PmVpHSo58rPKkZJtSzqnWJsDeEFELPr5HFWrjJklBB3ak16uEfhZOWvPiAAAQAASURBVMiP0+DyMrBYAjv18HZddZ3NxAD7qyMjS+v4pOjPnZi6vYsXWH6uBv1Gg2CObScvuAdxqpw9ibNjnPNuaawW4FZNTfouT2smtBw3qTy16unXTg21urxopuoR1vKqXoVjLbbZJq80D/YByeLdd/azipLoEvBMjuNZGQQOttYn1teKRO7MGo4rOXSp2tVr2N0gW6mkCInueRpocSKeKg+IMV5TIBxw8lyGCeToBpM8UNHtVcNePPrPuYH/GjlzIb27v73uidblZ15ubLFunA0sXrihMJZihehrywqtXBNcjjlul6VSPJCWihznxLBckTEA3CGbfDTGBaLSg4/vnJ2TJTKCwMeTJdbMLm3MXwKKlqbbDqsO3ef7kVkCJOGq9MtOpE6FjCNfWNr1F1MlrhH9GgxPoxsKgXn6uMYn6oIb057WynQOQYuYp97gvX0XVsPik0tInYpJs0VZce0FP9ICvHJiXS9QuM0e3/SNLhUjt59sheXRDzQfx5GL5XgOSPgA6te4udPllJlkfIVN1RJhlthkmSqM6/QMwMO+GpkDwDChMLXhve0kt8lfvywlVJKnR5X3x4g4ySnYAqwweBri0bCM54/Vt0RRdb2CVjJy39vnRqenaaEgQoIIgg3muu337F1L5DP5VL4CQUSTB4EKCD4EIxsUMQsLooCHFUv5svCIcX+HzvfzJCoVREWFDdVkalTgfrViQwy9KozZNoCrqqjBN/rXkdUnPvWB/qc//0m0Hb8BOBTiVTm3Ku9haaWVazTLUDToy1dU6eI6LuyUK1eziI8vLq0zoJ5trh/q3LNXGU4vR8M1ooQ0ItYBUVpiEmtZ/XGsrVttWjEYz44tdWYBe3uogQR/mp9/GDXxjZtwLCTK2ZwanlgWIpzN6KLoibnAu9G0Iy8MeYDNce9WzfHZTX4jPrqGfAIHf+njOe5UUNr7o2Mep3wTfSMbz5TV0HpOUK+VhKb/TxBcAMh1EAgDfj7zxt13ZtbdspvdjUujdW+pUqRI8YMft4MD7tA7rIVSoO6pJE0at81m3X3H3e25/t+nrzZtq3kfH+p03jN2YmZhc1MxSBZ4bRZO+urIj88vKTXZrQ2ubKyhr1cyMXydi6H3NT921K1YRc1lZg0ldcEKREMLOoD3lK+/8D7AqhTrOrRGGjGwQW/3NrTKMKjIktalm/0+F6Ro2eZjT+WMw051mezueazt9KQMOLj+fvMrk0V85y7y5bmwX179aH74GdtoYra1o940k9nY2AIYlQEQf/qDgUlFzkrH8Ok0XanTOTZX7rOeeuqbrxWnLdB7h9ioZzfZgoA4JqvLcJnOh8FmANx5Ro8CvymKsLJ2P+Zzcs2jKJ9nuHChZAlq1E0d/qSHS4wLmV0aQ+Acq/7uzoL2zO3t3xyov2v14UHkC6sdfceXzlQy9+mJUxNDvZqURomnEkavHJnTdBvJB05Qj/dJO+9C9QH+kxXlDpZ7YwvLumxNGvqVzZtlcGQ8pPmznqNnJP7rgPx3qQnfv/Hj96qvyeqOb4IHN5jLF8C+yfKkyb9KrmzMhG1Yi5mH5ALUrn38lt2z/3O9WoHWKtkOTrXOxu51OnNaR2kJ7rvdtLO3+Z1xogUoTV9c6HrQi2Bxx4hXu1lP8+WSCLk5/cg2db2Wl/MGj05saoonp+FqBs7U6TkZsgRRXxMYAuGMRmBSKUuTN0EBzOZygQ91rzql1Yrx0UZNnp+P8c5I4eKl2TQVtjSL8WiVX600Dtg+WCa7Nji9S3UxyB7vY/81Td3jUs4XuQZKOYAo4R2PQkLz8noizBUQCfRsH2ntvju/sCjqAmWvgk3jnf3sjAvHW/i90i/+SaV+QPwKzK3DTeoWQhCg8BDoMO6ETgbFlWC0+bAld7zJ6mj0qrVaDVKeKhNKBN0mYzeS5avhOXqt1econtyw1emqK7QcWWaNXpTL7nvwaZ/svY2VujS2n+PQa0YTHC80+huS3TpVtpIpJvNENYcbvQbULPJpAL5YYzOSKKvwpx9pXI6k3rtQ47QK41Mj9R8H1i/EUQXn6dVff2G266F90GrNByoVdbr5xYC9WooNDuyxdx39lJ874Qu/8/46z8FOTOmom7k8wZOUqx25Ihv1AKYVWCsMBTjjolzRInxVWfEq0ZP9d6g8uZTM/qPN+8xoPM9lAQ4UARmAoIedVqh1vfifhgzctTt8d0fkDwN/Ayvou98E7LulrM9K1JycJSXIQu33C8LtyQmdr9vRb8lsbQkJ5NVilZIAmxb0cTgM6rIZdpC38DZe3LxA5yhkF+rM8NUxMG6T88NyfE+//oGxmAIAIkUwOFeWMOVTK2vZTAZGoS90Fs7MmW06DaoEkhQwBDBm1C+VIxQAVMu9cKaaRywLTT2m4pa1lLw6Tu4AXHMwcRNcm2h+6IGmLnMoZDxbbnHp2RF1V0OtdnMKKcSXg53bOdm301jp6DSnxLaH+0UVM/3WeEO/IfJ82mZQyhc4AeEkHyQHLWdeW/Nj8LFbtPR8XTdWneqTNFmZF3mAxaI0VchSH107n01IoTDnb8EWonHtgDF5A9EiaDYs+bb1xBtzjM8p//gzkZ/PXmjbsSVGgI3osq0h89YHPX11F89c6H8KDgITH7zYYaGxjTM0Va72+53tjsLDvmT5YoDqU7kGk3HJmdWwhiDMvLJ87Oefivjlb1b4JkNXKjYjqOHKTh4f07yG7pwurJAmRko79EBV398f9rSXE/PmSa4MIfpqWEik2K7TkAWaX/0j3+2PFPYasA3xpFLgHb9Z+JWvy/EgFI7/vnv1tVPcw3eS0zf6mvdhytDktanju4yKEgiUKXsK2WnUhDOlE8+JdjMkF6gHO0C1T9OynvxriXPX4aKCdBcsP2TlpyzAo08DwlXQ+VHX5r9lFFhZCyvmR1ckAXA5PqS7biOylOTVQpkoXRakshC+UshxY/UjvpnV9AjrnyMLI15XskpCdu2BNkWdTvFuHNKYshGSBs1Uaau46wBf8DfKalYscy1aD27A0olMFFC7xFqLiQlV9QsUpTUD9lqFzYCc3boDozOPaMFfR6s1SV/hzd3c5L+Xeg41vC8AWwrl7vXpV85mzer0lXOnw0aK4JVbi6VujyaQS12ZV4z4tOn6/szYBOg0n1ujDug1kFF+2l9JE6rxtXSLXEondNXYCmja4DgLKsPzr1fUjzxtqAv07C1VFS/WSpJf35o0nH0XOE/Oaboaj6Sgbz81C/6kij5/VftWBLbEDem6xsbmtdpami8IZQsP1zsQv4FsZsErW9g56SbJsmDEgOhjF5Nqo17aSO0y6pYApR2goxi112FRlop/5hFFjdmvQjNp8cWnH/IaqXAyG49FNWotZTEO0URahlZ5xWylIEKoxQvXGPAtnnX1u6GRBuHDuPblCVN9Q8FShUQhulEWa1X3q8FOB5zsdKmWAyoAS+kVsalpbdx6KNW2s6+t5yd97/7rjY318bWtCdzWPrwLmbyWqtcoYkL1JS7kkbB2lWc/VTviN7YXuKLVi2yeibLdQePh1unTv/DWzbmxF28GMR4GDT6FN8ObINXHpWfvX8m5uE9+4jWJvgOiT0AK21E0+70eaIORx2tqZ4lo/B9rm1rILLrL+YhfYEGV1sIoQzCcFagNiYyRklFSX587i6cLs1VdK4QgKhObTlMdMtQNuItC8uW1cFYC7vTt/u4neu559oRfCd18bwEAELOgOksJdDSJIrqlSwq5SUMHkVnShdcIo0ytLyBcg0dey7+Wzh8/0jGQInZcoQSEXhegvraDic1bcikIawh0PjwBjS750rh1pM/8xy9sXNrMbSXOkKRZwznq6pRH3eXFWJULYTrs4o9TcEstOkmBFI/niGqFkmskIIofvjHXPdTX5HeXS1SHdb6yKNVVwWiDIl3lPS65VmYwJbYaWjddiQbXGUd9e/ctPfHxLWp3w8DTP7o+9aJYQZcgrcUN1W5cY9aQjVevNkavpzfH0DeFKju/vGFfLdXvbjygsMOl8ck9PRphbfSYRRTCfp5EpFIiESyGMVksw9qCWCjLjkr1e1ZgZxbQFnNFGYKkes3A5kbVtHK1WiErVhvdqEpnsrRwsgA5ffGeTUsP3eSRN3+bP3gAXX1temt7r/lGhj5ORH7yS5fZuXZS7f3qI4Wv/Kb34QFzqNB4F7LZEDx+q4LxF3VnAu/hipEjGru9buwapOthDJ1W6mrG1OnxR9MOVIxJ6g1Ynl7Nf8Fkvgu1LAjZihCiMT4Kon+ySB9exJxg03BBzzRsaBMfqsGFDRQmBRHR9JMhiQ2/XF52iVZVrVXqtiPaKqHmJW40K9JpVC3sNeIsSDp3uLjNAudqrja6FR/EW3YQr40HHHrB4ypJFUbpsLs9tjjJRKkQT0J6jW1nu92mkkl/ooVLewLAaEqZSkIqA21K1qAs3XsE44bVYAWswwzQVNatFxLvBHo/pRtbEWZqgUxGQ2uV6Rjja1YUK6lkiTric37MIxJDazSalSvzzTj0RYv644L4dE/Lq9NbhBXs5cxxIyr4M2pqXqsp8vkSYlWk1/6FiHb5nIHs3QdbxqL868n7jSrszeNAxsuSc+7SElrxAN+aTnOH7yEaBnVLo2mciqVK84WdFs+uwZFu83wHbhDQxdems29WeoakufmqksphrCTrNKlsvg/SKtu1py8XDm1rDxSJezTieynV/S76TjV+JSu+SSd/ccBnfszHzmi54BZi50xOpZlgNwl8K5cK0zKqULpN6rxYSRNwV5cvu8B1QkL3Lmh2yzm/vKoBtdU8OOD0rHNif8FyKRfVLJesTlALoMsVEZChco1/96b54o1/RkqrtAADFlhX34BUs6PvJnbsaQ9uJgY6ySHC/S6RmxKDv2lXATVq2W8ES9V4nSfOs9bS5ZKXZyNJVRYc1qOZHFtIp5Tm6rUbYOIryo0iQZblnzT8bfe1zcj2iwrVWoUAXyGQVZeSP364tpMZC6xqry53+BItrHbR2lRCC5geVavM2ni43qTYDuiC6+HsxloNqt+uUY5YESRYYVAp93XYviky6zJ4PUW1SRhMcdMbSZRBd+jbv96aeWhmoQJClL9Olrd6RKkck1DQUU1xspIIYzaxlsP8ah0bZjfOLd3tzT2y7fJy4219IPUWsb/fHR6ATGPL+XjeeyBV3TFtrmy9tYS7b5o/3bIjwxWrqXBRUqju3KHZFEW0mlaXgBiQ/d+l6oMK5TkO2ig6W42ZZFnmZACQ97Yo6hvhuRfWG//bY5xr07GoODCvyAp9PDsXB5TLsq8HylTp2SBYXqMNtDDcZr3la3eOX538S6W9x+C+UPZzmnT+9GSDMfbWJOzJZ1ZTiV2V2gRmfe/8utq7Gyo3NLbY8EaZm1gw1QJ3BsoCQNgthomM18mmy9dLIqzECXdxU5oWgGOayv8ZlBJM006GWMlDy5YI9MStt03qPJFZqXT0+lYls+ES6oJTJYVTo1p0dAw9LDad0QfKeqtULsqqTX7Qtza3KVqOypUry9WGO5GQMsq6pRISjhwfGyP2v3vG2knWbvmLayD3ClP1NH5efXllfsHi9cB6RZDZDBt3IqhZqoUQj0VroOVKotrUg7+dZPhcmYXULEB0QvIEjmdC6Ce+df97/8h2lD/ebnyBJ1KTaYhjxG53e37d2A8H6NvadWkJEg0eQ1RaXu4cNpxe0K1uxI4alCo3DpTkLIBgMf1dP+xaIVQTJ7Mjt+Dj8+FSbu3gPuUMCtgAZEidmh6QkmucS9R12DrVDZZCLQ2TIligwyJxMY9oOaGpA3Mowb4e2YLjWLUEdAHkPLpzj/H8q7O2vQ2RNDl5MVRhU8vjhAbppwA0r0J0m6tbDOFs1b+6FKoVwT6bbzNdeETF6bd13OdWhopCHkwdMTJTLPzL5JoeRx6WrVI7e+N6gM2nGQqBpFzZK3uAJmP9A+NUo8NJ8H+/luwUHCy/m5AV+/h/6NB48j+Vc2MtsbfsrbDgMiBHzPUtDQZEAxQ9MwAQmVwMxzOuFgcbqkQ+rkjTcf2As1ig8KLh2BAdTmP6BOlwKUZEfK6ypG5q6yfomlVZr9IAULbEIF1MKX1y3jN0r7c15XW2hxlpvbYZScUzJAwa0VY9EkkWpm2uLrwafXHz8Jdu0S0kT55cjRvc2/fsm3x1fsDKg4C4B9uu5lW7FDaKWZ2M16p4wYrAWR44pIR3dDHvjRI0D9ttprzdUl0PghyHyaIlwnQ5kb+uEwiKp6vc6O1KfTY3o9FFU6Wq2ljJJPoQqYpBpwmHy5UrRokIpa8hIMOVgmZ1SoKoLL4x3fRo/ODJuuu853VAzlglBRfyCHzQtymoZ8drp8rNDXbB3T2e0HR0dtWrg0o2HVyoaBbLhQavU4llE4oGLp6X5RYz3imo1GgJYYjqf/tcTpH8dkykRP39qHZMFqZzuTfeXezRWAb3MByZOrRlbNa3/WVrmisLWzsN+pvZ+sJaRtDFK9kdJqFgVlvcoRvPFZ7s17wdW1h9cS3/+eMbpBv9tq6kJIBKxWb8lxE2z17KwaS5ar5bvysHtVjOn16Qe9XKL+7oI1HjdI41QlNvhtqN4NqpGXk7VTulEzbKdWZv7OMZpVXpIaj+7/bQqvzkbJ6/QLsuXhx4+NH2tEFFwjweksIZBSrXDUANTjUeKSd0shLkfW5wBja5Ep6otWi5ublh2FDbNeQs/Xwy/p+DKzdeIp95HF8FyNe9+0gjUpotap59TPqvv1DN5dEXRv+jRfbjCVOJv9rri3LYpXTYvUlFqva797e/dMpikWWOcd7441dPKS/R0p8jpLIZFEimfOnmq24DpKXBGiGswhEltlAGVFBYpZaP3tFzuDFSCw17liznMvIaqvc75cQgU6Q1oivL12x2deT9y/dlgLlOUBTCooVusb/7VsLZ+fW1f9z4urbmylf3DRTW7nOsbcL79w0DZ2slrmrv4PWz6fIhnyZK3AwwzVoQaYcXo8xtA/wVl8ICGwLzRT2trtbteucv+7b+9wsppShVyZIkkaJktDTpvvHnxLsfT09fti/OMfY2Jm0hmnb29d1y8vKFRGjr9pH6Pqo0SiJJvnb7fa5yhCJWSi5YjzkrM6XphdVl3w7T9EpgTy/d4LOEpEDDDmrurCmWTlfyo3KhVaErbtCVNlx/0O/cNUDVwmSdQQWDeHEBUumVqYwodwIQ6eWFJhJPNaQr47mAua4o5QWWyduEZIAoOWVVzqTi1NujU3NlGby7waLObqok9x/+cPhbP7+eSeRMEWWBSkaq0iQDewBgqFeHlhvdjL5ZpRvHSkBmDdTpzZnErk8oPr74zcr0czwuqV/B0NWht5fuuBu9fItpyZ7+q/ito/X4Dh24PrG3G96MpCZSyuX5vM7butsgFGbc9QZiXdz41pnGLvdqPN/dgiUmErd1WtYk8m7Z+GoGfvpww4oa2nhn65v9HWFacajXUiCSgk5z133Iv6+B3x0PqrduWF6mT7xwQLyeNuHExWg0RfH1u11SKTkWVemblbejjcuJzchsamY0S9td3i/vJU+vTr5xo8nqMBvoG4vcU6Cc1+k1TNgKk+PQLW10PAQs6hHuIln9yf7Cf6Xcv11m7Xt3j265xW0ZefwKD8aqBfEMUdu232AmXa9djv5lY2QEPL8KkjqVdLi+9NES8oe8eAur+15d9rUNWu1VDMREZ4fCukNU/e+uMSo0h3WYNgLl0vzjcYHXx/cOwEmJrt7g1jDIL6uTzbTnfyDpd4UXXqLyTOHIn/fwAcRpPiI3jWZsKqKCqUVQTc9v8FKHsW6XWd2kll/aEpG79OiNqh83F92KrS3BXnIiVYGJlmIIIQ4CRrRCfvY6paDUPzpKP/chYwWBxuVkGmSCqKg3ohYeu0ZS2/YYZufm4c7Ol2ZmII62/ZDKTlnURBdmaoCwmCv/UaFMNvTUrwZYJgu13bfbvLBsHbGBjEq7WnZrvViMELBaPha0VRTR0lIZL5g+0nWp8TSVTmRmWjwwjHAkqJGXcooa08aLXJfy4gul+k8XI6Ts1blizagkKe1o1mlCaMTChWhXF4ezij3d2EyIWb+yiiirps14GLoYN0PVQqojSK6b7KJ47e3YCOxShJfwtArx+TYMZ19iRchnTD7UlRjB4GxJ/u+sxo3IyQsJqVWh1cOfberQscbBJ6Sxt6NwGXl9c+fWvyWk7n1ZArfKwe0YPzW3EjYfErHebVuAIF9ahvJEFdFrunY/2ajfzBbDpgTWYvNUvJ/XuQ33SHe+vXTzAu4AK5MUZg1fCEEW+4Tx91c5SVrfdQ7IgzIkJFcfAoh7Pzr9Y+fxkx8FJ9q3oo6aJmhzKfraEyywyy5UDcnD20C6UMtaTD0HjOnJirfXFKsR6iIXXgzorLZSIdug2xF5dbft6DuF0l+g8HqdiJKt3Zbh20PXTgE7ioo6V2KiAkTmzfUtmHUtM5WxN6juDNcn56OXlBDaoBkcsKcnC9137zcZXBs3l1mzuDle8Tdj7GZUcbsuZUKIRK60XWXyNXh+NqZ2ymFC9qE+j7Olt0/YRotcOlYuZ0+EyV6g2OIAyiScQmVca7RwrMqoqdBFnUreiigKFZ09XgmSXC9E1Ho68jcKasA9HQ0cRa+kIOSF44b1rHD8zsGfXcQ234tuBkJ5J9ggVz7IIusA+kxj6w4pQHro4N2GdNnT0949EZ6XAUGuVWnMky48a7bRVYE2GEBr2eqNKJSXdAu+H2ZeI+437yyXMGrmnPNLbafOTztKWzW/v9zgcjfbaEMKGjAWfhzLn930tLqLkYyX4hwmR18PnIwwT/Zyb0eNPQ3RMwmNpsKjZlWdpzEZW27WMSCgDc2unY0x0WRNjYBWC3S2sNX4wNL82wf+9bNE1462XR3606PzeQG37Wgw8qXMYozgiVa/isutxYvFvssFb1d9fq+mRiuXkk370PWwhJu167wzjayG22TWAdssop6W8VU6cuxHGUiTMQ73WLo+zccjwNK/ADGvBBR3AKb3DcMXJtf5/ITZqsUeAsAq3iyjwTPET6cgj5q7oxlIxUufD4M9bnAE58oK7uQmrEMFYmlC8lBbqLo1H554Z+ntLcBzL8xUJc6pcHQLxIanGFZJYGn9jSRm1dXb6HJE/qE8+vT3rPUX7StYSyWwpC8qEjzlEFG9qn5Eq+kw0xeSbG8pgOitOCoCZwNgg9mwG9H8MZlSKDP3EfQ+Tf2bQun8ddVxVh+AkGCUvAWv23PU6cgl/rlYy1aZvJyXVJJGq5hrtLAXy1KZB1gI0eoQ5hi63Jsucg6W7a9GV+dCZRo2HW7ne+wYRoFteiPWoF2hg7uRZtBG3qySDJmU4sCH8eztNP1uwUcZDQ5seXLFqNcedMsJmwbVKbY/1N2igs+9Ni0kJN5P0TmIeG8j9dj+zkCRpRnS6elt4JSWkvRBkFMZWjFFzjZg6/bPvlOajKxUlWIVBdJbG54wzCUmgKh0c3h7sa47v0UofS21rbAjvbjjnqT/sfrls4VHTk4eTHDvVsGgH0gbuE4lZ2uGRswyqmtEJkugP5n3J5/9QACUDiSQMeRX8QEtUMF3ERUDmW4oAOTLyzvuPXajT13NNQMLFTeI7L+rsx4s12gmDom5EGG+kLH7MsovRIzNPWKzOy25dMGPSl9ZtDjEAyX5UgUldBRi/I3yYwIoGSs5CqrgczkTgD3lXVKYnn92pCN1SbMQazWB/0TUn76tdvr9OTxvqPHDXxHoc+WIFyFBdocHpMaqrjp3i5mPR2Bgh0Exc7NgOCL7nsAelJTWVDoiEmsLOuUKF8+reLO9az/paBQHmNQf30oBQDysE5X93hG8shrxt2lyYbbnsE8vVaNRZcEVJSu1bkCcniyZnlQAccLIcy3HlCt01p6Lq7vByAX3bfaqgNVIUjwzWV4t5G3mgobKYXWGJQw8n2MsHIVWijaRHAbtKoJOF0tSMgPppBIgLCeqSJlW4crUmWANUjuRTRRinzliffYq29g/8tt/r3RNp29OpLoQfB8MRyrc8wAkt5hDMWKyvi91pX6LjBGltTsPt6rvbK9faAmuzwOACOUr4Iai8aG2b7dYnp8T0JeKC6VIn5k9KVtzJ/ryI5UnehJx9jQx6KFOBpJ3e+Wq3SNrWkU4h8ng1+YL1wLOXr80E3UY4CGbfnojO2Q2qUFVqWDV5bZu66i/uSm0AgS736KLhnWMJoZl3liiHJzMw8VmpSw0IHYnr2Uqolp8bwXb9sAeu038/bmIQmPc1m/nc0g4G4/4KVdUv56E06vxTzzdVdnZUhi7kc/WnLBupCx7m22trfxrEUWDQc4iAIEM+FPTV6tMO1ivpnxbwtxKmeHGbmILt4qyBuBrHkT3H1LvsgxMl3Le/ep7l3rqyaWL6+f/pcAxK7LzGV3XNnX4S6nFJNLbDOzzcApOPg8C1R64kgHNt9aTJjuhrtYrGPSLYn22OTfdEv/vJtm25WZNfeVoTB2ndaxqSSlLMpoiBE6Q1bj+uPuD6RkAUtv0uIBr0zKwrUydJJTfG6jvaUbPT5DDjNrX0YFs7/PPpTOPmJK/nqlcEopeJVZH0F+HbC4u0q3T/EYSDvFco1X/fCJ9rE5cDapXOXCnB74f8/73Qj5bK+sUeq2hRXQDOAlQ+O3YQV+cvQ0Irns3Xt89tHdsaZLqx8hJ0yRk1t9uFUO8MVWtdbuQv5c8PqQnm7oQjpksm6lTKZ0ZLX9v2WpTs4B2JZ/WQvzj9sp4Hv7s/f7iTU34v6Y3GkClguAOA7ZJeNEuFbKFfs3ImmOs0gSNKCuaKoissLObwLZH+uEyjS5sz8c1nbvQs28tpEccRJzAsKCor+VJQJEtKrJF/e5H6Etv+J/QPrPtCP/EG6U9mpgyCM5MZ+eAb6eAQgew2Ky4hTJreGd8hp+PJEqGJGBgd5YyK59U0Vd+aZkbqD45qaXfhqBZY6CjZnXXqlS0VvvR917c/5ne2o//fvn2pw50DzT8fVPfpKSpwkqtuBSb1xUF/tHW7Q/dKcLrzNo7PFH0aNgLDa3sB3ZQ3A385uNOG5X+jLL4DoVc4ruN6an6/5eYVeM5msg+Hb+Rj17S3KqTMmPzbWFp4QHFGQ4uJfzaAw8pP3gNF1NBi3RvPXt1STYLcnDAUpksvX+ltuuov9YXV+2oJ6vnKR+JxNWF5ZizKPLJUhFK54tiO0RY+AxVxQOvrgMAAAAAxVXXpbX5G1S9zdBbLRcM+sYv78yfXZr81yJ0h5AaDQnJsutRXDNVijZCliOgNhyu61P522of9imRi/lT8RIKXmwAeh327sZ9lt3ybAZpev9cDCFqh/a7uxrslEu0KojkSVZUCHM3k0qAL0ejgKRXohUlq1klOQFA1ZL4k90O5TWx96G7nED2g/nMzUToRFp3FCAgFL5Cy5cFqONzh0e+ftfKF39b3Ql/tAg98H97229vj/2SRjaxvzz1+ad//L0oW+KgRDLuUv32+n/HoEN3PXri5LUyR401+gygEdXmCo78fM8U0o0FCmXgH8daRNZQci/Ol+Mi0uRwXF4LHdjNnb6wMYhqBlXwQkjxgMVUILJDraKc4T9973AwHN1mF5y9dczq6ndWwSMa5KXp0ECXphdUTidknxHhHeY8zXZXGI+V/3hl+vaffGbjnXjXvb0DtOfEhVRq4pKMqD47bBltkKrPblnN0PVaiPqZ6sEv9+9vm/3zL6L37Gv444b6x11gMUB+wtz6n/feWf/+O92O8tVJoVrUGgAngJS8kqFXshcVSL5E2NG14yLwPJYCKGxgP3D1xDIvQyYj4HkU+pARLTVaGpMdk2SvUdliVMBK+mZCXS6T1lZMuxcZeLA34LEE8Q0xE60rgVFOqfvS4GPEPWFfYGlrCp6BQkbDHUjizWVCEDR+hyZ1jZhKAtAXDlFYw+eHuMSm/IsfJG8f6XZG44jWMmgg2vYpXjpXuW+Xy2TQ0ReTCGT2MevV0xtknQZtZmktV/tmj1vLaQOo1saVvlEBPihXdSxig1VqULMZIv12rYB6T61N1lukdBFW64ZZ4oDTZuUqMdKkqAy6AQ0LXJ1PS9Nh1VABUzJ4ve0JO5CqWIctGsiuxArAlqx3ESAZvnRzI9aHJ15YtIgYwuI6GGk14IlasYnjHzvsvtqDqiPc1ttEGEolDyqS4cy+LJZYBmIWSRcGXHqfGXK9h9BHGfG6IJspHOcxxw71B1HiSDJRm/oX9VSrmtAkALAaAGCXumK08a2dZa4u9lb26UH70c9bz4ZkfyT8uNf8+Lxy+H+rBSoCh8BFGVj0qZt7nEMyBifhlWnEkDUEjZDezAwdhtVHgZYabeb+3d/Muu9fLL8wWwkpr20KNolZFu3dBhejKv352XeaMSj1vf/d/6S5p0r9q+gR2EgsD7m5xtq9Iz172u+BmVBiYxR0EygmbKH3ZJizXX1JTLvW5dm/e0vzyVtNnUurYyueQzAWvX5jBchDANRghF4UhsFDq3NFwRVbeSvY8DvBNv5mpRGLVG/R8LsW+y2FV99ZuqW9uTh2HZeAC+zODi1OoteFwYS12/a7sPGJ5vz5VXWXkKySLfkQqK+KJam5UjKZowmdQ6lgq8Ec4IAQAnXazDmaYlK1z/36WzS1zhTl8W9cynog41E29e95qJ2S8gDKM96d2OMDWK5ApHrQpJG5IgJtVgqy2hrVXbJg9JSRAhZbH+dQ0eRTML+2S1yPyVdRtq1qKQcqS1rNPab/ezuryhFKmzIZhFs1ilARcCght7Pt2y3498dK5ft3BPOLP/3bBrE5e6lGPy56KkgmBID/Zqr5oWf4oQPz0X+5v/T7O/f48xMp/5O9UzN56r3zHXt3lLD42CSx96v3lt86NRetsfm0yAkRUfz7ieclGcBQI6aGySJhNFV2151Dh5LpjI38d1xzTbOhgOEmZH+HwqE2XPnVJVXh+lIK2tXk6KAtoUrO7oQFCWwzeFsoDWVOZa6vkFXZ45W+9PZ6H1/UyoLMivUa8AmE/v1abX+3Kp1CQH8DNrrs03NKF6gxSy0qx/bDvkBh7tSFrE6lIO4Zzn0cfvFkvs7EHtunuh7mxblFx8gt63PlAgvctsMQAKkeCB/7/eq+ykPT8x55rsTufvCvpjBiwLsuiikB1RadXVB3HqaKpZJLw5pE/wsC5UMtg77YhYnEH4wKtAT8nGK9dQCaFKwRreRAQ2E2nRHdI6yRElbL0kATRD8gpHGQ4oTV9XX5ehBNi8F2AOvsFJaBXN2b4RDizppjbGTiZWEeq6IGhFkgVm5SMgwD+w+0fGXgnlQofl778lR+6EHv+Ewtnk/7BakdEhZfvHG/x4eKUiFCe35yBAmFU2x2cw6QBS32o0abFZbn0/SwuWaN5sZ5tVIh3+6y/DtXspsV/1ovS1qVCGveXKkMK3U8XhZlxN5z+0asS3LwSldRWUpi3h5cjIq6grSrNxirgbv2WwpK3aBKkyQqW5C6s6l6LS5WbhTqodXxKbFIG0/CsVC1rt4YDSYaGxTWBtiUNjz9lDW5rscuVxtaiHElVT9QK8/THgdGFSFPp0FxWM0+m5RG+v9Wm21T8stscktV504iWKE2ERMWn9eUipm9bp6JZqX2LrWpU+/RqPp7yhjj7TRuMi3l2Bg3tbW8NrG+sm7Mp377z+SZFJheUjc6VOs8V9tulEF4OqIOj2cfOHA8riLtDZXWW1xmBuO9YDTQ4qajz2QGSUvrifeuaIG66hZrQRUgYbegik08Ycy+IIWUYwV/wdH/x39c+N0TrTkK4BKs2+BtOHBr/WFzm5SYmKc8XAmSM0A6C8gSkBNvzWmn8laroREprdZdGCt11dQ/A1KPm+/7uFwKcCIDJLNnN9ZJzfYRqox5wcEpnrzzb8XNSMx4CNTcfIcOEHah1zADyuzw1PmyoUNn7M4HoxVVFat+8jHthdInurLPni6pDXxxZh1c2qjUmcpiURcr672mjWVeIhMYKrTphVRjo7IA7/ruQ4u/i9U50ikZOH5o1wvfPsECZDQHafOxqpqJrQPd31H5rsqaNvn6VdLUCZwQRLCmoVWKrg77zUwsA+YFTBsRLQ085rXZvXankyqkhbrJ8eQ+U4HTagNnmLoW026+mI2TK6XKThOmYhRHmrWnN4u3NQqhOsVyWSQw9vIr49X1BC5gKbGQgYQYqLohSpj1EPtQI0KY0GjcuQDqDjVCtL6K19SbM0KQrXvU/fGLy437MEsOEdNk2Gsf4cwaPlgywOG42KPCS4Cp17CLZQoJ11q9UXB0a7LXKP1yNqG1Ikc9ZtTsQQE0iqQtqmabPKoHDLTMsLlUCbmFVehFtsJVeKsZZhhTVnmuSuVgw83CEgWJB70KOcTc2Yc0xaBqRRjU6od62t/JbLTI2ZgRYSyqHGwvGDwQpUcQI+RJdz0Gz/3+avbGhs+m6VGac0ri+iwBcEIuytVq89Y79nDWYSYwiQYLu/TYpahqn27jTeqSdqX3a9vQ740xHQ8MTQfGTGSmF2R1RKKiqA5U8gRt0kjcPhPs8BJxHSfSAj8IvTwBriaAzPMgeaBpPd3WvbGYKmV8WjwwRiva9If/C8F0QsiAqwa6iLNZ2VgWe/UKXMS6nU0CWmPk9dEc0OVYGS0qWELvgajnKwqYE6weVqPU1zfd/s1ev7mUv1B+nxcdbdC5sSSUVne04Gs0P56i4mbo4OzCUDHlbdNUbgjIxySV0ioGTJZb93rqcVE4Od15xPfRpbRUEM1WmMVKf8mxfWbzbL7k0eCsBZlbjds1bacZ0VS21NtuAZxOECXLKskjKc1s2fDeJa29oSgolx97wDBfzbd2+VajBOtG9bLxxvXtI3MvnJ7Rjyxl38oic7TWbGIC2UcaxLAptzsOPO4DFxh4x177wiJ2emW+XYZEifV4ShJv0cVJIyjJRlCpAcUbJUqjGN/eTCAf5AGurL6uS7NHObUrawzXbMfEfX8BpR8nLt2ZAnQPOF16ndZqlViZIozSmNSRW8s55MvvjKk+zCRTMuXtHivm9/ub7/9h9wt/DPR1dc5RyfTCRqWWauoYPHHh9MNfH4KaPAlttfpm9vINbRBDD9U9GUHvbL6rLh34E6nmUgwCVBf6wFZAs41Pni9e9bACCoZmaAfByKkpR0/HVAW6fejWe24pJYxOaXl5OnhwW+QCxy//pXL84f1XMjcT6QIkF6oyQKgcHS4Z+l6MfxjIPAY0IJUzuDf7xbi3j+/CYfUleSY7lk+AFstR7dHDl84tp4WFgYtS9MJstR++i+qx/h9+yhVQkTK6Z/fRyKXXz6SrB+7dbhLKCxeCT8j4hxVI0kpbAb1JISGsPJXCvRp2sepidCpWs5EP73yiccCwZ2Em16rlHB9v454+GX1z7IO56DodbBlQmK+Iawsc4Jc6+wH/i5x8DGimpLkh8IIC4G1mv1UXmKFL9c7GQY0nUYaHfJpEo3MrWEgQVxNVK6rgG13gNu2pZB6rird5jAyrlSW6Exc9fc0jGuMKqlY4ke0Vd3uvfOKjaZymScR5ZSvazTOzsuYjQDZAqhrSYPvxPdlfv33gSYb+2m9srMV8wJer98eimkqhGstHGx/c9sqfoo/8oOnGi7F6rz2SLgPpTKOCXSZ8u441V15Z2dfUkwa02XvtYCIzyM04BEXktHXxItJ39wDeYAfWSq3eUjpXVlA93aXSH567/unfHKD+pHozdLlZlQfa24AV9WfBnB4wPRDjFGLxXTj+BWfjbhA9apCry/TnuyHfgJyFoXyT/YjSLeEpDQ62e/HNj0ODt7oWzjPhADdW3trhHW6L6hdPX2vcq+gZ6Ju7HHzl0mafX2hHFXgzwnp6r4xvnr6afnB/O97SomHCLiWJU+C7wJtGAuFT+ck32R2C+paNQmIgPZUrtbX7r86v9uqMa9XiU35/QSNMkLUPYlltIdcMI68XgZlH74PQo4W1N+U/rMm2o6EFE0mlD/TSh7+O/e4yme/pxbrqwWtM4VqUcdJ1kxI0bFh1eUxTasjEGbH88moYWEhqESQzFscyiN6nr64WuWy6/eG7+o94NK3w5ktb0VJ+b0flw7+wnzKgf3HA2UCiTuttdLaeCi2cEdD2rcK/4VqWu4Yc8NdO6zruPNJJrYY/Xo3escO8MR+zQFKk3Z9fT1yXhe0wkK1WVCBUE5j1tfruIwPDfuxIrvNkUg5RFiKRGKh3Q4BhFbexHEisbHWUlYbO7V1WA8tF3ELGqxTk2AyvSs/TK+ZzBmVpHLiog1eFvY0WRSHFsNLn3dDJDeDwQeUNFZJn9R8tl6lAdv+jbHFUGUWQ9Fmu8XZZ7dX0NPl4bThTJR/pUI73sGGQ9AJzJ1hQlvltAqomddeR2+Oq4JLOytBolQMsTzxMCmqsW7tMZnWlDAQ1JMiKBeEFFBIbOxpPwQ/0H3v4zpaAd92iNi0sKwdv3UfHtvgts6bpYLMeDmxstuxs+eDMlskaUBwXWu42w6N8HQqbLRmbNS+6vP9vQDk+W52VBAJAK5gMWq6yEI6RTLw4D+AiRpoYCugBEOLxYff2Lmar4o6FgppKs6a0SoGl/5v58oO+qWsBsEJZIVVmNqTowUCLM1p1VPLp0XMA8D3Q+ndWNxvD3Q5d3EAqks3tELYlDR4A0ycvleaxPKw88tpI4etjqYwMXIE/uPGOEwGQntj+Y6o5/vKVhA43D/gfrWN+dqr9kPbEv8MakDGaN4h8zm0aiG9tukEcRf3Z3PjuYdfpy7FjA02cove737jv5N/eWnx1qq21dj2yyj2kLr8Z0dxvWHqxUMAFbV7qfxBga6DBK5i2A3MBYKIJ20JFtQmaej67rfeIL3d0U3FmMT5Zi0cUSLjVire5+SMwDIlFtQL89QoqU8hdzRqnE+/1KdURzu4xPHm39t0Xy/311HSeL3OF330gUiAc71Frp1IlEYiDMotxD37qnmjUvpbP0G/NbzsEp69Mxist4l3GWZcfvemq5RLNegdjdk2/Mt3kNb754myrtn3jakKtDzNRrCxWnTjHBsO371BvloM1SDu8mf7zibX6A3Xja9USQlo6mudkMHpxyX1/XTKu9dtMzj26tX9cdfn1L35/SguC36oz6QXzdJzoc3a9krY/Rq7cCgNXFNQvP+EyRkMtlKEhxKXRUr0Wfu1NbdvDgg4bRjQAADPOFsHMy8om2KcjX7PIhurMpf+Ka//4abPR33bs4PSf310Jrglm6emv6xaCWpxkLl7NAZML3jrA3RGeMzWt3bD09mjlhoWkYfOzBujcGQyBMv+m8O5s3QXxorBoS4joUwbgisp3SKoWjU1/Z/k8B4BEZW+9pIPBbL9titojEJ+F0va6+kjx3FS/8voD/aIsSXlM3uwwZ3c1Qm8T5mhoVa22j4eBbs0sAmnfIe1PaKtvRTbUlMgbYA1cGK2AGh72SdwqzYtgzyd3Ji+nmnZoZagQ/avEG5M1Azzx64TreMtzVzNDUiHgVxejnBKNGfT2coXRSMjQWuY/iAoyE6/senyopG1p5xMNTO36GCFAOqdSVGdqURXUgWBrSiZDQZzdVmndsevwXeml1EfL1zMspOEIlI1qGK0arsMIXGmwEiaTvtuwVizoW9VMiNWRXOPCGtFo3fznq9wwBi2Lpy5vtMFFapH6fZ/izEJyh1ZUdEAxBNcp5ZNovUzJ1nTIvk1xvcD1UNAvgsRD27DFbabWRj8p5g/Ve16JhEWH+JUz3hpybzN1Z712DIdn9Yhq0Eq/FATyxcWkEAUlP2kErWx7o/lrk7MLFSmYCYTKmMYhb3KAQCpEG6ts6+6/Rw8rZ+befuWDOiW8WRFrPn29iUspzB17O+1w5uaNrMqiD4WzrF6n2taar5C7HDrMkHS5AFU3fZQ7vxCKPfpT159+3UPfJHlxMRgPpS0QjHBhck2EGMxkYqN5EFX4jj+YIVHrjRoMxmE6reeyW1Eq8tfp3jvrTj6/li1VjH4TIDCktmFXgtJUA9MlMtQEVHjASMD8uDBpEx0KVhOJAgHw3Djs7ZZUj8o9hJiKU5ZOIPmjtXABvr3LoGrZ9o+3LkvHG9On1ieuM0Dzjeaiv+nAbu07Sc0QO3d+EVJKjUZDahP05DBYBZnL7IjBeGpqoQ/HAI/jgWeG6rr1wnimgEWWFjYRDixcnVS5SvrNfApD/GepYIjbexcU0QGaNqhg1X3XJf8+xKwpoXTOLLhzXcvwXsdtsRf3cY5b2aijS53U4bgC4pMYv8FSK7J+Jy8fafA8owC7aNGch42zZqbyfnGa/HEKGzxUX+eDzi8VYYjQWgG/hLpqWGiCUCgAToEFdfoW757lVDWfmFTVmIN1/libPlkD2NuenAzg0s1Qpzvt3gVEr5RgBnJ2NyqoXCrAms0VfNAKreZCPCdDXD8hF27UQnplnYYNVEty1ZmnSniybUPi8X6PmURgsNL/QAumxuu9vCFfK0xX5y+v13ttWDy33a57mwM9JfzzFjxQ2FiTjacU+pqWOe73GGoUQLIdCqvIByw+FMU0sqGvqZOff3FLt8tRoynjY+3rTtMVi2u2Q09U1lEfOf+PCv3pvz7z7x8pIwXv/S2BjMp/LnThfKRUyN95wLZnCMk0IhNvUE6ggCZmHbfesw5TqWW4r35bhFfB/M0HPnPst/9cASBhHr4zWr2xw970xodbDOi9CZjHUE6DFAfbDLSg7qpz/rkMZ9rvEF4RgU5jj7Xy59dPqSqlG9SVqNuAf8q/kIDevW5m7SoVRYbPZ1mCiDTxwj+Kmv0mKoVU/29KNOvZlZCgUXE3eLQO5kZZ1U6DwqFSNRvNZnD4mf2U0sDOjhp1upvLYpMuwzj1qyeXPSNo/gpGSbDbQfNRmWY4OwJcY3JKFfhcCUTELh2TSzIh4tzCrKNasZsUiUL+gxQklAmzBiFgyUCCEZUt5zwUSu2W3q00HDKh93lWvruajbIjBx3VrWtlKtHxVGPDakGrciEPNWc+muOqMmxQQw3N6sAlyY4nZ9b3UL2hYlxfzA7apBWUwzl2XgC+agDDkrqiwRqGbTpafdxNvJ8W6kQuWpXHIkhHG3D/IUOg4oKVlgfutbz1ygR0QKHvbeK+NQqo8PLV1wuD01GgAKi3L+IzQNM+46jWETQQXBGjuD888auZjxvMaDltywEhKQvVquYyb7SaY3GtCjUuxQkYKa3nbA4xFChLhLqWigBgybbjMI6hQMljVCPFUqjlmF9Q+gpvTHcZsPJTjeZdvuDqeu5/x4wEGXp4zw8G9wq/xmqtv8GeuV/z4VkoAeMqLVGUABGgCmEMUn7v8c/sbGhdvT4RIAQTu3A5AtKltJNJb//O9utfu2QY9qq0WKaaB1E9uCkn1VXYLbX9/A5p+NG48KvtF0bbVMB5SmIy6Qu0QhW2m4edoJ0LL9Ej+aJ9B2S8lQm8DSuC8ol4+TZmHjX72nc1k+c2CFAhzzEJLHyk9ZbgxTVBE2YZZrfDAkcyofXq3mF/NHKuBmiwEo4J8IPHd9d0+Oe/9okXX35zgyhdvnlSWZ6V3GJlRTQapZkTAAsKi2q2fb+Wt5CqB9HBIN/gqf7sZeR9SE3uNGH23KB7IPty/0dz9zzm3XFFQEntnkipUsuvwogAofAdxubuBr3squdkceeAI3hFfj3d7srkvyRVUR9wqUsTz7AWP/O4gdqcRF9KygYVUipgHKJcYyRClo0wOxNaMWaSIkiaXM4z1t3UDOE2MZUQC0hJcwcr+vX0hYxO155XzAY/mrxzZMTfhdqdLpOIK7iGf65fMgP2s0D2oMY0Vqo4rMhmjt9hKEtReXQPjF7WGwRVqZ61392UCsq2m8yFxeCAaffdf8Lf+FaEKqgtSvONZPlRBTbUyn5vHTrmwttSYhEorANUEehWrluf4lhWB6bsQeMt3oj6jqN3KxEieMC4Kflzc3jd1LHSS2fSoYMdUszxYHd1uRjgfJrxa9T9ksM1YiPenR85fTNmrtzaaUgZ/TfGAplVkl1R2CTAc4QPmyulN95YjRGf+OktF4tID2mYOvKV2ZKkbakKD1lhJl/329TywW7H22xG1L5wu8d2Odz5WSc8r1Bm9b/QfCqpFJSzAwqThGo3fcWbqvxcHyj8FiyojgKvWZpKN9Q9iC7/q4jyVnRpIa/3cnLeSyk4e4KR1Rg3QynNFLcOYj4BpAGVwAAuU4u5b8fTXfMXxIY6YfdOxaXvh6xD+F+urt3dBoXO5IKN1BGreeoCEMwLdl4sVwi4JhkMcI0SGj3GtXSNIHjwwdv23X7n9rYqZ6lMz4xmc1skpqrW0mAZ5RKIDMvYNOQqNg7c9szX+nosGxIa+2BjdfE0rHeK81MEGcbNWlXecHu96sIyNfL4XmhQXLkwUZrSHdrt/NmZD9Rw1kBAYDE/oHLNx7eGTMg+m3Z0ne1v5AScP7y7Ab6cm3yqw11LBC5zXl/tuVHRhMt6I0QpgeNPmZaKFnOCdTZIJBXsOwr+yzrw6pm+ZPxu50Mtb+GHZ6wRmYW+HN4FtP5bFwcf+oIWFNPg4GpPUfOPCOpqEUcGVNeSFU3yxJXX3kNAySgZ9CpM5mp/6ESJ9cIE568I+SqVBWSwhOvzanmgSYvIFqR3b0k0rBc24ucuh8ug91u3NCnF8oLSJauLHRmbX7Db8VKT4Xhl6/XzNcXnej3v/l3F3H7hfGhns+H8B8lUtlihax88+/cGnNuKJqBOqByLv/W3+QNeDWhXXyNi4cnyocOWG9PZ3f30xzFNKk+Y47nDdziUX3s0Pd3Ow4WNpnRdelTxrxtrJFAuApjW0O6zQBgqxZPTWzS1KdTf6+vdA048V+yuM8O3Ma/9OKmjkEe6lEsFadVtbK+Cc0Vwf0v9ZparJTZ9KnVMRVMFyoPKLMvutYpZoP6Op/tV9gakBk8tr1hROFuczCRBo00OC5lynLdywOklRN0CupswdZZUP2awPEse/Sv6t0/SdQ86Lr9DGF/aF5iNaVqqj8y56//+iCH66JmKamUQlkRucevLR9TjCngXm78K6BGTwABWY91xnyas3XivjWn72gdfJtTKQ586NvfjEs7NSh9TUuCMUCwjaFXcSsoFAjwnQBAHYcf3UWOrIExjFRpFBGDfETqjg6tqZW9J4zYj8bjFK8PTtYEubwjUbSVW0YDI5ZmuPXaIgrsg7/aD6Iu/P/tuZB4G5A4Y24LVwxg+LnKd2+uYjKZSb2nQOLHDumiCTFypOUx5wmr2mPKHbf3jL8cK+km8pT3/2gU3pod8TsXs5A5TkwYyTOczfp2OtsMqpalSAH6gaVJZOLwtwxrBirtHZ6EAfDytn4l1c6sK7FeCFxerJVFRDDlt8ZL0VilzjWm5o//QkW33SDxUr3y3SNA3A5bZzUtm9ogTS+f5k9fI7rwwVmHqOzXorjaFzRL/uPLIXuNKkOi4tXErjHBzzL6HW9/9j5e6Hj/iJJXvv/JG09e/GCMYx9nRfd/u/uuf0Z2f/VL6pYvc3W3tv37nwTs9J8q/sSjpjXcK/zWk/Vva+Lf9DnEvV3/DFE4AqnQABHmPjs2IBno1oxwxqk7FwnUqGWC1IQnxYKkQq2m16OL0jk/di6xUjXdjzXm+tmZdUU9TEbogZBKtKD9Pq4GKXZLoApRKYdu7hEQSX6SYg90YkKd5vUbOMylMXpsDkNWi7iv9rfg7pyaXyzjEutxCrIKGEUkLwGatNufxBqcNt+27d3hHt12AqNks32hca7jP8d5NEnWgSjG/UEJYhWnDrRLKoELM5hJnL073RAAso2E3Z/xdaiaPuKrKVDm5E1aY9eoKi33xuGlssrivhcWVVvyArjJFW7hKvshGNFKjETi+zR5RYQ0utsi5DDXx9odMDDlx2Sv/mJTC4RrSXw/ty6Pmn+teC33KCcCE5Gpf/+t7ln2A0naXnFJnN+PK68tWG51y68APLqft5Riwbbv3Xkfq7ZeT1ch993zxW9/6ijLKnzz3JnLqXHY+SumMUaqgEqoqAlqpAJ3dgCCuWFXbF0chdKitTquPvbi2bhJ6b2vTDdrzRrsoSqIGs8QLoydc4FOD0R+/WTsLp7lJDi9fHEU3a+V6g+6r99/TqZoNFK2+Fum9S+tUcH1XmyJMFWfnA2aUdt266/1Tl4ab4V/+I7tncECTE4/YLe2D91y+dkCqKhWo2yYMMIx/vDiPBUi3Cmj2wimJldYKmVgFhQCyBQ5G4pXrQJyXIF6nOVuBbeamLsu/lgJ5AlSOF1MQbnDKtVBKldywOHCRoNNp6g63qtuAVOv9h+8+VjxfrOrNxmr8xusxqXHh5oTaM5SPp3kGUCfT0GII2tWNUKzY8pRGuCFrAPjWFvPzhXLnCSFmNaS274puLrtVqnrOiM14jZdNcrnupQqUx9h1O+aQFbbZvTPEmyyA+HVkUaTaJP2QGt66kF+lWg/Ae9+6F6o8qa1g/30Vve/VUqU7BkIlTCuKlCjlCiBSA1KCgLGW+z/4wtTV9lqGTa//P44nNNquSiABa+OebQZQU+Fjq8adbeYVgfe7Qqu5CLtcC+R29PeW7E4ylNvWZrPUYYsiaPZ1tHCyGqiAAt5JwQuo0DfUWUI412EnzklFqLb50ZJIqnTOFgiiOxGpXt/r9LRupl+IzqU8N8I98g6zOZcKFLo6Gt6IqAxwfgR3EoJUq0CQRsYoiK+uIFKFVnUT16sMteb0F/P/MXdiUJzV914EniKB7bL0smrzBBSWyWkOw83uL1uxMsVmroe/9HlkuupJXXepAWoIWhuXL5/NGHGVu1W/HOP8d9q0VhtMqdLTZaVAvXwiBm+ra9wAesvarTBHBRCExe649UGsGJk/Nff9B++feOOVREu30vfJne2vEGSy/eY31W3tJXmz/lVkhY76dgLvOPw3u48WXS3CjRVF0piTGeX8W+xwhRwTsWPuwLNbnV2mwlImWZA9DkjM8wY7qG2mWxy+hs59bpdOp4ZjBlszR5yLrHZRxWI6gTiJ3LzoZcVgkLXo5OV1oMUnN2gYyQfJK8SPjiA3ClKrAQnEaukCFIWUvkYXgpgANIvm8kBDsz5cAG7eSHJVTKUCAwWw3Ygkqw6NCe8yV5hYatcOf1tD3eSsVP/q9akuVi5jOhD1NVuyS2CZNxlkdvWVKwVfjlwPT8pQqQSolVA6Qsk0eBeuy3LUIx3am0lqYLAy8Nv9N+5enhnOh4qbuiBRXcAidVCF4D056L4DOsKsUvAGpdXsilYO3w1vJTIZHLkEAFedWirao8t4FVvXovnihVOA+QPAfhdwx6PbBh9X/1cLMKmOZw/MrcqKrmxELyy98beF4YNNdJfl0p9fculbOzoaedL541//DGIliFi8F1t9X6qyRuciyW+TSnlBGgOwPk31Shwc1Af1ddqDxxv++rtlAp/W7j2o3YNvFHWK2UIsH1YhmORzW3r8xAMjRm3s8j9GH3UANiKVVatUPYqj4D19h02cyhMrsrlY5IN/TVpMEKKRP14l+Vy2Y9CyQoH0Xy4MHXKeuJ7cf9cRaSM/YDIefOTYW8xhPi5ojLmtEk8EHXavS3fwMcJyJRcICVPlfLrYugPeu0dJ41AmK1bmuIQM7H0ANQLK+BmeDjNAAT/woGv0WkG0mb/03UM/fPSfdY0M60S1FbaiVN1i0Q5//2jyo3D3UMdCFWoC5t/9LXUUT27EgD4LXUzQ9UEwvwXRAWHOrcCtspvRtClrX7H7/iEuZ2JS9mfxVQ5+dfhAooI6aZ1rr4cu2mNRZd943A4hEbPozBeX7tTWWlTyy1IXKNMyBEJEF6nCm41lwRHaWgvxOOL3aAZtLaWtyNtj4u7PBM08tw7kOCBfYwo5IFSFZLWOT1BxUGmo95z5f6e0uWVSNyw+cRv00lmZLjirJFrv4Yh8Lob3b29XTlUsvY3aRGABLJlAtn1H/fULU4jG89T3BmJRvVDTHWmFLoOhUH7RsL0XN/l8PAlvkJBfU8hHihtAZSOoU3t03bdAOqpRqHms1rbtXdGzIJ+j06lcR2MDCqvGUmuOSqEXdFtE65MaYxSR58hygakdkn2xYLoDdtQQhi0loqA1m634KyvqqIE/wpj2tG+Ir9fJbXRNYtTrJnwOkkioXml0aVe2SFW6COFybWzCE1Y5DziX3yys59V3HlJKD/T+7tRsoZr81f/u/9EP5sURjdhngExWqhnMnbkufTT5CrTeJ7oMRnRrpkKiybX5iUIqlzVzC2vvz4C1PEnBvz5tL1wUp5YhqIw/d3VZYXuKQZUd+jMEzAe15ck6ropTIXIn4Mkm0m1ubYEyF9IR5aYkqjBdkc3E6Ad2ouG4Oi4JPfc28y+K977zg6VvXiw/Zax+f2HbfsVLfxy3N1aZWi2QkAbzuCqDTIbYYQvAV+HBBuipx/g3ppTNOc7bp9DR+OwozW8DpsxodaQfTxWZrIDI5RhKRnU+YCukTM2v1vsNEJGf2AIdsDvf3DexRfQOC5c+vvlEx9Dv/sgMPaWsJoMJPUjWtC6Wns0owVwUY9VROd0Ol19eXsWC0g/+51g4Q33wj2l9oysdjbU65Sdc0tWAitDpxPV0VAm8c+TSzaTi+DliO8PQamGS5IfM+G0t2I0trmEftR4vDffuEZcq3haADF3ytQnv10EfKPHakgwCnQYkIVfKxkva/zkB/FMEZj9uR8/tXPGK9kHYatfnRrguVsi41JVpje3IkSrIzP3ql1ZbPdevvvbazAt/vw6wElR5R5pPbE1hak+dDYtYNrNTPMQJQhfC3KyA3RqJmFGLdiRWjO/4wrHw4szm9SnmNKTrQOUj/Z3DSnmgdzWoTTtpCzNhnAvf+53dm25N3XWyKRRcDoRviB+x+oY+yKtoaV0dzR4bhEIE/v77K7iSQxXQmRvskIe9aqJj14X6Jq9igxKy0YH+9guF5nqkuoRymY0Ar6lQvEMKGITatnC8Js5sSLL0yG5T+2AjiemtVAnFq8aWBBhggm8BsC6Nudn2AUeXyvTvl1ckQeoZcv7kk685QGhfuy5OyX06ZWOr++R5VcXZX/MVDdHo+PoKIq8tVqk2M1AyAKtBNOkRgJCcVICAQXBiUuNzrVtvCpW0PD8KdJXlPyVl6w/11IxvMbGrvinDV6jykjZHGy0MMDS+bOdnRVsN/ez+7s/ilaWRfkfvYuhZBWDpBZWrMlkJVrR6xe79u/GlqmHf6ppqdSWmVr+XVxf7yP6t1YmyTMshEuBRyFABOFEjKw0VIowKJQxvJaVrrt1B3XZv8rKhtJ6s4XZxPKbSa0f29vFFdmi4/u1Tl/OzhaEOAFfXbcysDT20vVAzLL602dvb3XtrfSaC7jNHF2BPdpKAkXMxzIQA+sKJE6RkcSBO9cAIrGtqs6uLhXWdT8Loumd/cGJ40L9WBARZotMhG+a3cLjN1AuQhZ9tbu5CBnk1XhQ1HYAzLHJjSGslB32zVT0eqNZXNXiDoZ/tBIEV8AaoqPvN1B1tQEpWqCH0yu7onkD/HRFoMr86uSHnUKGIxc4m+36wPTMMp0IhuMXSVDL874/PQtRGcyeoEqQvfebinn/cEVpJWAI1TAGvoGkglFMbLHQhfQ0WjFHGV40GCLl49dzbCwljtnzyJxMEjvLJ0UV/T2FucxlIPeAb+F0q2ORQLW66bk05KTqHqnR7oIXV+5Hwd1cyW47trGRgudhGrlVSMHO8XS/qWG6wGdfo9Q8C6Hy1CfnGQ76VdSqxOb706sPPbXuVWFy+wEwmmIeUyAdRkK+Ik7gAG7i7tWLbZxUnP4AOfoV9+3lgTxu7kUZkUfO9m0TrHViZgoiIRn02pVOpxA4AQbNZWhY3sxVULNSZ1e+vlwkC6PebSyGZIrMt7XXh8IqSRN9//6U9Rxpf+aaiaZtG3djgmBlPgSmmlBP4qlFHOYtUlyj0AOhJOv3zr76PQDAIyPWArlc08VXg54wwiDrORXId26BsHg3I5U4bfGEBaEYwgyx9/ahcaQZEA65xWUCdnu3SpbrUOphVvL2EpcCyTrzyR7EWkwHn0ypwEM0WdJdUzHuWT2y7Z1j3OZJoLS6hm1uirl/MV+fQMWo+U5GD5aqarReo9UnJfMszZfUMMnZd0ugP3dEuJ95i34uVSariwFIJE5tYh5H6VizDq/hsMmvXwls5hrWQXlW5X4Ner6Rzi0vuA606PZrg9NmCpnC6Vl6abdPr4K4uEm60tdmgUnrr0lZ4YqYmiHJerkDM+QtpzOluV603K0s3b+ZCZcJvqi2RuFGLenTMhbW8r7+NipUtFaFSKN16dKQ6dIDMCrnYSlbNxksMXBVYRW4OkXWYa1tX+1Kp8/jnjLDSBgeMDiLHFCNMgp3N8LwE7T5gRQrojSViZTGHdCG33lU3eiazNrsuCFyXrcm5vVsxPr3IdrcNtdlnLpP/816TKv2b9fLtDu5KRRjSYsUMx4AwHwfRVvVihlCgmFXF4l71vT7DC5koqWO2kvEY4GbtupWOTyJFi362qO6iApPZ6noR7imA6bPN/CbFg3t0k//VEDmb4NoH/vaZe833hMrfFjX/l4vaYSUkAb13tI2PrdtB5fTUbKa0LmnrGDO0gxAW19vW4mXjzJpakPOIHFOquZRNoxBa9I5ctCT7NlV3dShlRfW3nOD26kYs9MlY3UC70qQDEK6+jrx4OT2s4FN3d86cvtncXkN0kBSl20Eps7sJr3evT4RtA70aE3W40Wz2daoLpU2Bi0C5FNnnbXAjLiWEqqGtEFSAxKiAhyXeaWjusbdYRLee+MaI+4+TKZbMA24HIOa0ov8pj4XAArUiYKPscZFcggtPGi0/fQqDz0+3uQZgWjbyjby6X2X8nDwHeugR5bgsewHLm5OV3gZL/POx1KKqLi6XXyXxFMiQqhQpxzeZ6ZRDztJgFfRi7s/V54gCq1QltLj+0/zYG6v9dl+oSa3cqtWWMrwE+Gv0cd79v0xCwowAJ+oEW2aL5Gga4E25YJExUcZqeGWT98gaPc24xXaovAZQpIMD7gOblDzzmgUexGe/JOSfVQo50J4lpz9rLx4MMkuQreZQPvhYT/XdjQTv3rD3+L/et/Lzm9JX5pfLkdqzy0CLfnlutbBZrKDAoBdYCCgpk0oD5upbhTIqsAdx+V+6O3dgin8l12dAuWQsYbq1+rxjSA1YjbUl+v7f3IpS1GqoHP1oAyFRWCY5X707FAXHJ/MDDnU8wX64xfbh9nxR1d9Td/HKxw4c5s8WY8QGXvN1Is0z72UxJCBpcK3DQuVkhSAzWm29vOkj6VbQkAEEAZckAPtm1nVAn/upWScbtlCirKlwYQI7v8niKhgHmL06YHuPrr5FWxEUkM+/5m3X7L7n45pJg2xtFpYON+iFVwxgIi9cfAcGBMy6HYgOmZ7dBl1WGcXD3/u+3czyplSZezPEq8cOWwoneHOopCsX4Fano9i7qwmLTxWSnt3E0kxSVrd2Pr4zcHlGW72SOzuWqtbi+VzqWoQgmHlSBoxZi1lv7tkTOTWHEAt2raRTpW+MIgeH2vzb24vVdODjuTUmw9l98md2oUqddtBuSChAQaOZiFwt6opnwMNqAOHLZxLSqgBoQfiQCXbZpbo6KLiQFQoqP5p/MwnpFdjUes1lo9q9Ki5cIirF1oZe0GfQdAzGi6VSlsk7K5kFHjMxmUyA5PWiyZHBi7Bo8x9/1IFk2mbjaoEKqsLFpc1wDHagYHuHobfO8SFQ3CiCnx7xKZTK599d4xn04e/fee5vF9ocQMFhq0J4PjA5+V46n1+fsCodEkng0oIKZbKCixNGCwiASOsiX4pxQlXbeqxN7ioxz3Hgf7LwpTTikNj+zhgzDAh0fsIlp2FzZo1jk/BGRGsMAZZx+W5aGAd8IXl1tXLOU5UGoHQRWMpuTGjsdyjcht7hq+FNVfdeSnXrJpUpp5ZSFYCky7Yk2L6X1FA8GmveggdQVBFLRXbjsE3ylW2OanrBIwCY2QnwucrcmvlAQ+6TTxgvZ4mJN83b9RTMuEnR59dtrtIgXFnmSpUb+fZGpMXBz2TgwtSK4vhIJyjUlkI7Ht6vqgEnQtl3A2X76plhzyBfr9KUqlbXIYY1ssuzbDZ728HWfa3ql08G73/qcW6f/tk/jIfGYpqj2F8XavucDf5ac6IWJIWUyVE/zSAFHmtQa9MYg5iw1x761AFNMfSTNxBrS4Z05Rm9hhnViziJDSIZoSjT9yWKY4VYJ4ri88vpl9szbbek/CcRh4GHCuY8gGM20LpLvtucKNzYmL86P5puqmapdWGTAwxKRu/w2x7xxq5VWxLsOhGAlnKNvCIpYCVFO85kGwG9CzZrwIJqI2wWeJ1IbsjrDZC1UFGuFdI7gcarQDqyXnhIJaEiPCcbDrzyxQMfPPtulOwXo/uvsu2cahsz8cAhW8MTdv9LscQNuMNr8qt0F2x1RFDDX4iMhjcCBbLEcahMXJmktlu4t0qisUm1HZequDEbEnQFcf+gYhZnbqnBRQr+UE0NrgmXVwDbnbYMYi7QhV4FXP5Mk7RlMgyQF9+crSxWgSRjBKqIAcMajYWLi1uVxSgFCTdpmK3wVlH0dwsyrMZViEiKeSRYpKzUCb6pKfXHP0wO3327XKzOT61mkoQWsnm4LWH/o2MiK43H22oxLVyBSdkK401Wyvn/djd/5+oxH/RKRKbL7I2M8KhL7UMU8wUe9wI+WcMj1ndpy+DtXwteARf+6UayiFTXw7kPvQbkDB7kjkS2ObQf3blhO9mafTSbVtvsXwM9a9o3nwc0mSBfvWoCFAk4oyLOHP+t0dzw6dZR7dr1aH5s+qTIqg6SgZW8sDSFNVtv/DnQ2GO9+YcXFVacmRWqV0seEZtHCD8fj8itaYUyshHXcZK50byezBZD/NGnW8uRjH5qzHA9qh5277ABG3MK4uxWfquE7fROCYzF6/vhPQ0KuP30V9v/wZ4CfB9wAnefAtlu1flMGikYfn2NHqrj1Z7MP9ctXYrkVa5014A0uglrddh4Ov6Zzm0eK1TRQaGqZmN5DRkwlD/aVBpQALKQaUQtp0uUwIOkhOSi62oC7ay1SFvvLyaIqllEvHWQSe2sbBT/OrbWNozeW4909fgXQYM7myXWFXbJNrSnY316Ab+wudfnPbsQptckvRLITVdEHHKQ5HoQ4LVIRoNuWXR4ssCiMJIVWnta6v5yfDMQHfv9udwyzHXsTBAKGrpX2N4EnvtlifXjW7r8VrrRvmoACer7SG2fVSFz7x8uvLCXSWeBzN0jYmTF8nfm1QlV05M7dOuq8evjii693FNSZK/ee2/je787TbIAAAJZHLy3TR9fyTHUYiwKuPuOdnzbp7yc6pxlL2bLdmTLwlfeLqzlTEbYN3RxpdWbvgwZNOJdA4WPAxZzJmTTFEMMjpBNfUzlXCZcUhcC7MRU+didB/BDUB0CLH8Yuetz26PJvMiKSk65S908xW/c4EXdVLACCd++H8BR429/Ehj2+W7d1bNJEytCYPTlvwXGqNRG9NtPH98p0uYe11duvmeEEyLU/MjO9ulkTWZCB2z1lOA07/LdcX+z5vLs3JWAvmPnZk3JZyIh0ajg68/LxDGrqEjCGax2V93vN3lmWpWs0JMqoPfJzDf+mYiyXwCs7zcmg8m6976dycwIN8a0oVGPfvdsSpgjSPMDXUYjkBnN6a0YObUJGlWLAEicKNqc2vhW6ZgLGi+PdQK8ESpINKBSSkY/4qXU54MRAJD8NTSKeBrEjXsbmyq1arFH9cbnvvTPh/6+0t+W6OrVFHql3Mu8Cef/zcqAShjYOz6U/HcLfusn9PiqGLuBji9txIAyi5uofHGioktQ1SzAWADZZ1Z4ZeksC5op1em1Iizn1WpopF27z62bOudmbeTHv07d0qlP7BXt+zVtjf6FyU3lr5VoxBg/pSteIMnWKoK2Go0k6tcTG/OIWqWIwHVhnPRss+4tbkaSxYjaXk0y01WSY3KmG7QC0FQKOVmOY2AumtN26RvG/3XJ2Sq1GrwKMSWWo4uM4rYOzdQJus0BwwIC0qhXh5Qo8f9KyccuaaQW9e1Xgjs0YA4CDrqwSo6atwuHjphVIjun8i/p9+7/1PDHJ8rQSslIXGtzsGS1K0Q038qHBV6O4kd+/k4/RdB78ze4/eZlE0h8BCRKLI6s7/UBzZttaoRByGJBNYJduq5/7r1Z9M5A2hZrhTHYYGSL3ACu/cIdyQsLbmYbf+FiUkk5ygk2NhtTK/9eQdp4mUf6shCdzWzpWcrQ6p7NUJhFcYBLFUM0pbdbdwEa2eCk0HwQq4Wr6ts8nXuVtX6nMmsyqnP/fRPe66UgVVJDXdN+Fjk4KtxTlioilomwSVZeQ2quBF8DebWc2SKFHlRxbUlQyUY2jv3l6YFKTF8qckJ3T3LhelWPIrNVToGTMhu9tKRxmHlOFHJVFV4DBUYgNfFJte1uE96rGgm1KCW3jopmU+mYKGGUuDEliLwQvZhu8NYsZJFX6sw8sTSTK4RYF7Z8GpRLChTO5VgKElGQrImooFgSOJskh+Kst54s4vLDLz9+8Z9L6SzcPDq/U0VMoO7K/kehY7fLXztrv2ln8lOcuggmVuWCgLJTuiqVRCGx34CJtQyvZU1D2iXUfmM+uLImF+TYO60go8nb4MlKMo9ThLe+XMw6UszQg/7f3We7sIH+czHxtf36M+8WKBrIFyX7CExafKuvl0pquHbcxySF8gmbDMbu3Au9PlcSt8p1tz+RrdtCo+fQSBAcQBVmb50gqtI1QizMv5/lQaXWyrV5MM7QkN9YbCo5E0p75+d6Gb1KQWR6xdgiVwhXpixQ02vP7DqpLL32gzPht6Yr1QkaWGPz1YkXiBW9B1QI/ruKCoktCMpX56OCx6vqoMGbSJvGIGmURUZSELXu+4+sbCQNHvuxO5qgm3FrsVB2ejJRSFemL9aYv4EfR+Xap5D7N4nlojqtBL100OTdlp5452MABIzYTGRPpi69OXhlIpJAq080qe/QAnFi8/5tNcmliJRaWlWlRGcqkq6MFuHB1rTZbAgDOrS9+M77Bg1LJOjbZG00ZXFZ2NtA77QKcvGUUeN2QNIQWKYBbBNQf+cr975xav7ltaDjyf5vrFGv0RK4ew84PDZsWmWfe7k2n31M4LaIWwBKqoj11tHoihOcC0jR31D+mGs7pKrkS61W6DqZLCAowxRsMEKBUAISeQl4raqqQ8CKCtTYoWcebk9+EFxOiH9fKQ7vUS/GgJ5H0GiTrZYBGx6tD2bgFpt08W+6hTeTQrMdeAxHzo3xtXjuelxZ54I2NpAOhYqNqNuapPj65vJSbWmNtjbbsmpplw6g/FpjVfyM1/ebQA4ARE6m0CQVqHBDB3aBHDqeTqvRaIzKj9TvCM2e85TCoBLW6A23gJ4qxeBCzItK3z+7GgB5WQa2G0DMARdTkuwyd7UACRZTa7z+gzu6dx19dzKEbFZBB2bf7olEQkJx0dAY42azkUbD8oDtfZei+UZIrFxcv3Qtg1KDQ49tCIo2CqSZyDSWCZElrZxnCoWBd2xDj+4hoi30NovXkpLUlrJoTabTgd9dRVxOWhmCdbFqYMAwGwQoNVMNnTjqyOTdD600lPgJFawmi+xEKWyzCSBTWazv8oM1swUOFJRCFufWQzWEFodNIAakX2Ot65EqE+ywmi37ejUScQeItC/y51/FJyr1WwrGUENguHoTKSRoTglBx/ygLgG06BWxIooCgh+jt/WpF69XITXdvb/vo2sbiWxUsJpqHKkQNUSFatzhTQQ4jJFxP16LVFFYhOroC5deber40p6+W/2qFFRZS2+EM3nOagBULtmhYXklOJ3MvbMaQBHJbWFXtpJ+L4Rk0I8jue0aVIWw8xUREiAB4GsIAmgUNM1jGrePL/sYGD/Yu6fhYd1PUq8c/s7mX0olgfYaH0K1O0PLehNsrwunVsm1mpO2QDd3sGE2Q8IUWLij3yXQK6Rooas8H1WivfI289DaunIGuZYlETOYBatZOmV2ASlZhZ8vU3782g1gwbPP21b/6G21jdC7iJaPp2UcBn190djSq8M5nS+nhsZblI2M+Ij2ZsboFSrEY20I+anEpS5Ao21pihQPwWZxi41k+SxY9kY3lwt4UsrXwBanhNSDbCCBWty1Wn1Hk5Utkwoa6W/RLVX9PDUZFEgFuPCXF5isGQxwwcAyX7ZJaZ7Bq5n2sqPfknPazeWIa2JltVgr3ge7dfoEvz3TN2II5SE+lrbU2zq260a3ikqI7mqRy+9d8GKGHIdvlABw7mbV2bvHYVlKm48iRyEE+1ni7TpZPkBJeolyTkQQGEQh+KGOO14FMwJzc18mU2al3u/zRfBSyKlSrsjaeL6S4tdqXLGcJw0W3WMHdCsR13LO0tSc/ngCEWiVjPUp0JNUtQ82O4r48yq6l8QkLSpQIlxW6SX5WVUkd/Su7V/87MAjIfkgDwjiDFqnDIWif7wmASi9Gt0ybSrIKjuPX9eF8uh+t6QraK81uqXRX179ypq/5vrOXupvYGntPedITzCWI6U8is+ygEIBkaCkQ9UNLtU2HfjiYvXJHtMrLwQ0XntDA7Xk8eOgILTImMWy7jcN9toCJyl2cT2Q1iRMrcin9gLPj0KDvbpQxXbclE1CrWYulseQZQ/h8izE/raktRK3fs//P3ny88+FpRywwhoXEvz9beBPO2vnw6o5kQIAQAbBKgWc+vCcBoD0gDGNlHf2jvCU8Pex+V+omBhlNLaZYNHgT8Q4AovT6CGM3YOwPQDwFqxmUsr7LO7B3tLUBg/Cun1ne69f237uJiTdXHvo27t/8/dg/Nsr93zHZCBWa5t82HuPaXvtpf84RlSMC1TrEr924It98Ed/cKeAq4X2inBhe7t+mzPdsxT8sBS4Is8kMzucBcO+Y814OXw2zZcwWA5RWpOefPJY+fkVQIG10MbfJ66OiLrPId2rSGgtl+8dtH6Bzd1YK7zOlvWYEgUhVlIyJHjf/qFWBD9zdbW0mNnzs8PZcz754s3qhc2StAZ/99PU3v1+oiQP+kZnt1IMtxnIgrHPFTOJz6i/+98PfTQ+PT22enYcEfaQ0G09PgBVwom1NyqyFaS/ISvcLcg6iYEkX7/X/q8P1zQuoO9oz8rVBdFoJIqir8eRzsLV2pa/tz47uoHvtiPLMh0raQb4t1/9g0Lznx5ZzG3GroSFA4gK1tE4JF9NAxskZPOg37Ja385kiyBYJvN5mqG1QjbBbVpwhKCzAmwRxJpOVyKIPQouBFj2/unevB84e+hkb6d5eXSmyuCJCpveUnUcvw0odyxvAjA7vguKcvEtXr4G9MbU/ZrUn0hOAIoOqOHTqplo3lAmaxYbSlumAOGuRvA1PbDyA2EfE3R4bCTBJ8tQWt0qVaxIMlv0KYrPLh35dufiX2TTj1uQzbaOEXWjL7s2Q3AzeWo1v2XpEiuGHkrfZ4Iu2PKrn69f3doEbusB+sJoSf7CN10LNvcmUPTJspXOBi0gdy2nXQZ3DQEJTJz8UDIYsF13OFfXRAOX0FaBOtDa+tUdv/treiQy2xJbsYNAt7MumOevxpK3YdLhDjAuS6G0/LCjc2ibplwL1WDA34X3faJXCrgO7tm2qXURb/8ksCBURPHPj25/7XxRqyxElhIjt3dp56MKiMFGLEtTory0WOreRS7O/IBVtwDuaSG9IVxRATChqCuLHKlS/79Y7jceTtaCv1CMDkoXU8tbGRgQ2gF9y0AzNQq/W4Ub9mCtzOn1lKqsEECHO8Nmr15jBnyGz/QybwXKU1Wn11pJl6dZ8e3Bxs9u5OtMmCah8KmoFA3CHDxDoRYv3XlkX90th/hw0G5hv3PUnE/V8GhJsZWJDubLgKhQFGuL6wqIwjD2TGJGgHJJfMA7VMOXF1uCDTH98bmH7ALSB/zxg6+Vo3+7r0d9caExRbaYVQq7sWwDZhPiXLA4RbBmBCzZG9mMjI+oJsygeuhYe6lm0saej5WBTXTrYmZprVL7VYtEqHR5UXRcsbsXZKJanU2nVvMliuY18UqZR7pN9aAK+ex9gxvF5Q9+W/nFbN69x9bTAK2GoAcHGqzh0l8mUo976rQR+RqwQUnydhAtGuwqDBJFgZRU12evwhJwRN93lYx1yoxmbYO3g5AahVnYj+qJSgEXVOch8PEaZHEbNwv68ZjQ4uYG7r4lNbMrRnqgSua2R4w/+escXOVbDgvh9+arWkCZLoDsxlef2H/xuz96+PUzpCK4o23wrf+7VBNkd/t3/uPa6huzlrkXZxfmg6UKrFND9yr3DNcrpqj1375cafDoem+/fW2pStoJrByuTLKtO1luYpMSyYC4ZcI8vwDLdyuB9yryT14pb7LBvCAAAMQLAKeX+XjV5OmA9brlpXXmE657sooPv3K1ZIi1DKuz5XrlLjw3MS6NRYo97Ss6JeWzHjDbPz3QcEpZv/zgX79w9Dd/+tMLEmzIWp2fVjMmGLm5oD/LBesdWGeZJUEwb1TvM3EmlppSaT+8SXFAJlySlj/Kah0NBVKy2lDJrKPDW3U9beX5SNOwny4yRSjusDkoE5PfypemXlcZbdxy5B4nTephOgvPEGCVlh5CxZ00VdAp3hfRLCjNbMQNjBAtEFajUmf1Jtl1zMBVUM93fvrwxYvrZz688Pg/D/lj24wyuNI/nt0ozNKjWgzuPDC8VMSQSytahIaULiiwkK0WqsUwqRVMO/jo/QB4S2/bxzlH2/CmoHFtgdncjAjHaQPrci410bZTK8ZLeBmmgXiMd7hCloKJAEV7Os/WSQ2a4Jianl+dwppbhfdYNNJoOnJc9OYs9TczN+bKVVLFx0xONp1Z79yyqRkK84h1zpxLfsd5VAP9tcLu7RfMH7pmwsmZIKNUqdMxRKcAfdKVq3xFkvY9piNr1rlXq9YdDfV+8yoJdDRbiVPj/7N/W2SOfGaCokioQ0LVe+zCpGKvoDBt615cn2i1ALY2oJwlA4Tg1vD2fPaj36y/Fs51vRj69JGenVrHT3Yk/29BfudELGbKsRqLBdbwCPpGtPTV/Y1T83ltVkwajb1C6qIM7DJhf8pPERwBAjCMKh3aBi22NQfIl4AWV7y0qkMFc7oYI3WIbk2qrRZ0pWqzFs22bHekXualLr3xmNFSBAsCwuJpS1DVQlvzpxlukhhoglMzG06tUkD1X1oj7tPDN9O2r7bVno/CZlqQBfzBbY4jd3YkYix9bRpkOBjXY348Mx8CKuE0IETJTULSJ0kDVGMtbtdSQpUXsh8AsQGF9lGZ/m3CCymBVH04fuJzWHme57gUbWCPfKkt+PL18liRFMa2qnCGpRnQbdcphv3gQMMsJzrMeiwT1R5yeT5aMV8jrt3tEEAgDxgV+3DyAa7RTwmXx+XrKh7orkWU1u00NOSA27X2mUoJ1ZhXY4gBNFTWSyduhGJASXdIc8SnXlwqTy9KeswujS9PxUr3d8ILq+ynzeId2PbLpUQG4gqVZAHGGAGAAdQL2nfoJYQvKB1kIeHX0CWUXcfUvbBBEsNrHsRaA6zdgmZFKOxHq7sGqEKjPz0H8J3ej0sWFRKxlJd+fZE3+pwwV+BGw7TBJi9S6SpUpMaPVVsmpOidn8ikpjOhv58z8UDjnUD1p9B04JXBU97F2kyQkoZU2WavxqgwvAaaAhdBlSIItfcGTgeUjXo4o5pEEaubSb940tTdQEO6HiOE6ZGJTFmhxI6o7O4HW8+MVcEcs8BnktUMUIIVCs3A0V3ZraDEiYqP1l5TIpbHraqry2f+N6kwYsKaHVTVmYedogmGJtacyeSysu+yhxwfqbMOsH0nnvf8GPhQ5FKb1KlIZYXDEYBp1ip0JeK4CVBzKpsaPJ1HL7F6LYCgSLLA1mRCqeHM+dXMwWHlhu9AC4DamuDzc1SzRZPJ49nZSdNQI5RmodESaMGn5qLbHm7q2jd0Mx3GS0ttCgnnFQlesUhLNOfEy5iLyzXUCxtZcTlR0rhUOx/Yf/DokdNnT06+ctG3U8M221r8vss3ZnNpLi0tEufEAmiuylluo1TnbCRzDjmxEi7e6Pxsr359tGCqBrLLIpqkNZBhFwAApbBKSuz/EjbTqy4sQcGQkgEFkGaVUcoBzib9CsfXXlD/khVYo0qFUKIgkkoIS69SzsammWnOdXuddiMIm/DEpZsjjx7eXAqk0469X3i0NGV17Y9nEwCQiu/GcqBIrqHNWCFuWwT+s1od8Vfee/zkd8ZHiQcBB5qDWjR0mKwmkWKCN0Zlw3agHwPCZymTs1L31IAYyAfycGd/RzOXoHzdC8srC9FKPezUq6kTJZPh3FoJKi3p4PRZgiUKRrwul85lMOX7SxtH6ryt/gqs0pqA0uN7TS2tymralmPynAiOlhJdPVYpIgzdtfPax9fbWkyjczEdQba56jlj9WI41NajG52a+5LGusB1RemUEwM9QGARpmiaE0ABBMg6OH2ZwOkCqMD5Vb6X/fxjyeUqG1eu5oX2Jl9lESEXgD5auiiVmo2Id8hrhY3eOSomJtPlkH27NbhEt0l0RdCskLDFzD0XUOJAVm1p3m3B9+5DVi/FcStIZKMxXA2a3HAqmy8SpYII0jUunpGjtTyFWTSVfGvrl0vwX2q6LVh/7ycenJk4KRdTE3oFnp63CDUcwTiJ3t5eF5nZWJEQvNuhC+VvVagSCpO23mPsVmdFN1fJy5Imv7pY72RjK/Hr/0g3Yj1K9nGuTmkDJcY1hRtmqpem+JJs2tvEmr3IvYIWCxFVir5WwwrlitEpcjLicpo0HWzjACZAin8/8fJ5Rn//Ey5vUnr1NXbYifVTqVPjBgoBglT5ViDZIWr6Teq3OUQvIIiivlkEe+z63SO2F0fn1Wa3RqUg02oPkZZwDGYhja5OXRNoGSwqOotMfmUz2NrqFtfFez57eCPUkFyNNe3lao0qdxVfPncFnA9s/3JP5qWlXLKsPmypzm9tqk+cfYCLXg3fcwT86n2g74x64RvM583M2JdPts1+qrZLaekNd8GSD4Nfwy2bs5yQ3XA0W8O5XKl0FrMMetIVbUamNjLyf/xAnlywTl421DnHg+tffPJOi1k491Li8svFirAsySwAAAAKIhg8fHCbGi/JUcG1fxsbno3Nh2wTmQLW2vkr7eIrC2AtrVSCxZslpK57+Jbt6SYvT/JMbmXv3MnWrnBah9yA+rGW0JPG6P+cMdwH4l1Af7p2/TIgE3rkPwC8R9YQpPlimjyPTGMM7mtpW0kW2cqG7ra9IVfzoGpXna9woRB2lnQ47qdnNlraWwyqwlaFa2jS5nMsY0Tkz3an/zHd4LQIW96VfMXGMUpFrV6of11sBNjcZ1Br3h2C3PhyAjPsthcVLFla8TxkWJq2rmWlyZuXWVRjbrPduIjWtQcTWXs+oVCUmbRTBHkqJ2ZBunA7onyGOf05TleoKKtcGJDykIUALAhMKyGiH0v2wJC5qFaCUatGMENEQtGA1cN6lbrBeKcDVqnkMicKcnKD0RJScz98I4lVKrgeznXzqusBZNiQ8j+DrQHLUorTdh/MvrdONDexew+PWNmFz/zpItnTac2tb0nQNfX6e6UTFFD3Gehfj9piRYceLmhqRDxRkgKybFV6dILdIxcmgK12AG/SbWuVRv8+sa3J5LytvcgxG1pwDwf13dU78cA7Z+Pr+yRpBFrYQJBeHNmE9Zvlip5WFIsInS7yXb7Gxu4Gm5pRoD0dun310qBbs56XvvNcIMnUHrxT8f4Ckp2NOA6Ylfa8b3d/fjRQRpmHhu2vrgZ2AWDPga6PPo7Ym3zvpdUecP24034za81ra9YKFa9WonCOFSm6JDczkmYAHJ2GxfYW+AnPp8CX639/9WLI82KsILu+Qjww6JRfV/72zU0DK6Qah+89tLQQL2sRS51JP8k1OXEyXD3S4nt2ufa42/RaaqtX77IaTU893nDmZJxAZXwhEpBoP0qWllKCT11lCwW4tikScMwCipWparGl3hmD8Wkotc2qNgw0nRc1bV/9pO0z/1FKs2UJqIEwJ4lqpe3JQW9l80NDtvjvsOqwzXQtLTY+6q+oMQWPV5nlqkBvXXSQpdzmNDWgxAXmgb/+7hss0aMASC2dg+zB0AcbzN0+MUFzs4TqzAwbm2MaLOZWB5YurOQQOJyv8gCyske2ngjP5IQAFW/YazgKm06ciBai1I96ndVkYU3ptQFZWpS9GvEVwVNkxH1K1FxyHlaqzSYN1yoCrfWm/bt640RTqwMQK0S8XIjyCp2oq2/QEDy4VYCKolcWc+bOJQNcRAUFAEXcjumS/IkvO078+MWtDanrbttac52vC3/tezNNZorzeIPnVjtNUsGdewixv9WmPmqBnCaySOq60tQ7k4Vn2803b1zRc0hnq4rROM9PY4mloqaQsg4ZQI209cFlbEgLT4QNHXt0htYCrgU+HG92sfJe/83lqEkLnz679uR9Q21P4/ZyhxorXHvhw/VqurXXZ2/xoSo9mhNM+xzXr1wpK/nhFvelYqi4ulj5sGLa0VxTGGkBARUKbxOTzlwq5PQ2j/dYk/CKHXsEHnxrHfphCDasILc6bffolFRF+3upFJTpWyDtL12qi6v6z1TSDshkguQ2R2NFAmY2ZhQ6i8PU2UoC7e4nvva51lenZpybjcMH8A+vTew+uDPHwtGNy5pWg1ncUgbzll7fhckZK8Jm81zK2IgHbpZlycqqKU7+NOC0AvyWaR32aPxQTdtgBKvaakm+PF8MXm6SCLOzsHhmvtNsykoVVz6uKipJlWEVkUtquVKAbOtYGRQ27+8Wnk3QyGTiZ63ZH6QLs6jY8S0l9KjZFs/G5oDw9QzY5aB0Srmg0Sm54qwMpxXYHJTqqDp03FiWfvKxkef+8ywJZjhKoLw4kQHEYk6BTsnK5ksnr3naRlaXApxkZ6Orzbv2pyOXVtCMimnqy6JSYFVVvydZf2j6o2+jAbvkaEQTxatNO05RurqztP5cSPEpZW3A5+hwIt0xQ4ZGGU2RIL33oqpfQvrbVFfC6IE9Kk2XC2UTDqmuob3BxcrP/+9sphDvNwI5Qi4yrEmBNzX33+FVlgrZwGJpLR/N4ci+XNiq1KAoy1E4X4n/903ukRFjb3v2s/d45y/lf3sbe3qB9fQbYheybyUuNur2k20OTS3/4pnFA83qgrXuxGrl9kPWqQi4i8oqbO6JEItDaUVZrfJ31+TLIZ6NiHJjA1BioelJGdun6Hx3n3PzV59+b27w+wD9u2T1ltvHHuwDA++nM+fv+1xxecCF3yUsvPxv5NPNnvECWkENHRhZqBnsprmV7KPDtqvzgQd2Nwmi7v892PTGB1GzIm6r8O+Hk4BF5mgxTcUpCdbqcLZAc6JspKlslQVkGZRqZHq5SIeu+O31XvOAk64EzcfvPgy/c5qtySVZWd/T/cO++stoqaFIv1nFnunLPTfJ6rRwfjFq7rBfCUTE7ZwMAt779m99+xfc5gMX8RQAhIHPG5CdiP1BlVeLn4nT+kc7wPmAe6WUzWOmbit4fLgyV4YjHAJXMB9mSvgYSETkAN1zlz85VwLi6eKiIZNNHsXYaY2uTqWcQgmFmo5Q2p0K+ldFpFVK3aE1q2S5t7e53SyieqvBqahWRHg9aKy3SZVsR2djSYnYXOpaFex9eOfKR1tpSBrxG/GZ3FSKG0VLf7+7KzBDZiihMBu8ML5FeDW6hrqZjy7iCFUowl88Bp2p6JOJxWEbaW7bA+76RC7y67JJxTPwaBaqWARDUtl2XtpXDSwftFC7bVqVpjiJrkdrohJu6DaSLlfgRl45YqZvzuI6G3KwG8IK3rQl26cMUokqpdHc6tICpvCksMT70WC6kA1dn1/sbm++49BtLAe6zSBDGw35zOp7694WwEWAsesFcxPHOg1VRiFLNa4o4Z1+H4rmx0uV3sY6u47lzbUa9LZxe1GwhVuQNue7caq60KRLrabMcJGVcRlSTdqcPxVynI8KZGDKlqBFZajIyiKrV6NCqWLpMDXf9YSF5swqoLuujuite/uNky0tYpnaWDo36TFqlcnKir7I1Zg9WjT4h4t5bXPFAlLcEsFrkwUVxArLgJwALhxBgVubaFoQM1WgxUiGK+oVpW0h266J0+ySqq35eN5AJMsKLaUFJBgoKzhoi6nmoDzQYEACaBXHhc+XC1iEABSqPb1F3Vn8XoS3imIPyQQxkPaJwc56XtGBnViw5WoWNqEDaMFqBjrNmCMN0rJlooLP1B5+fefmNBt/Oe5X4tfnw7hBIqgKbgixFItUWQGtcpk6lVKlKaK1xWu+I23aGhOYLzdtZez6AQLv2DHwla0RfyoPZIK63M6v4m9P1Mb/xtlZZL/ZhanjPwyCn/eCa4FNreynVaDMW7/uU0+kjnbrmj2OaKCYMFqazSahCjNSbf9ez29fpnhZOtbkOb9SFngptblSLjuqolxgaxZI8hiU0QocT+WSFabP46JotAMno0urPQOtt3VC1bDy988x9/iB566Wh/tQVFVzNBVmrqksh5viFL1Qrtr4SN2O7pmooIW3aBs3uaKAxHKBwWtqlsGUqhY9tp5R2oFgGtBzgqJjSPGMaq38fwehjfxbABMFzBC8dJQHus/L/veZS8G1MQV4R0MZC3SMZkM7VXjHgVsuB4MIA4lVyevSNCET62vtO8yMUvjkju7kYqrRw+dWastx8GCP+Z2lcEYSzQpCFgCGcJRgJiMyRTEbQ9U0K4N8McfaxzPmjqPb8axuliEdVABoHBn+lNcupOq0gkqEY2SRXyiv5fkD29HnLohuB5pE2cBkxKuvmuu9zGiF86PQQMCwfIodHLhHdZECJs3/uvrP9RZLASlEON8tvYQzDOXXpE5Ws6gsryjNo9m6YqaQqwlRTC0KnLFUShYgS3Pfaz/dotLl7hbZ1kCbYGoyh//kQXuAILfK2kEzi3DyrzNAi2z9VBNaQ8TDt1jUTKDOjOdzxPA+cGM9lkpGASa8llxH0erHG7l5smaoU66l4ZVaUrXLR+0d4D/TdAWIgyr8T/81aR+ot7Y0K3s8GbxOWsjOPv9PV4/NohfrdInrUwvlWGgIrVbCYt2t9VRxvQcSHhdMM5Hyy4vML1cym0vMJQpa0S4CRxOOI8aUexsxZfYzareXJx+p47JEQ7cJHV1RObVktRZ4/3p54exU8G1NG0D5Wj1V5P8TBBcAchUGAkC//3F32Vl3z2bjDkkIwb1YqVHqLtf2enU5rkqFlkKR4paQhLhvNutuszvuLn++270HzPJFa++he3YmK3GTR8GRmYY99Vu//WBbR7MFdyqVOgso+S1M/SMOXukORAuV3YxQZamQkoWxSs0gDTdbSzl/OavYba5Xq3sEClOWe0wNVcxoI5wNbNPD9tzBtszSeEg1IGH6mllTPjjoqeLY2SL5cToFMkQuy5ZYrl/D1Atks6x+4tHv9O1+PLteCUpTf3v9+Btvj/nn5z1tDRU/s3p5UmHCJMgUyafjyzUtoNgd4FaWFKtztXCgup4uvJOsfliHf9CPX4eiRSj1HyE+T0LFFGAVYbpGIIk0UClLUpqqjB2wv/cg8icnu2YIrtCpGCKlBEJS5VBVvFLPQ4W1sMDxWpyzhio8ILMsfZGQRwX6Qwmc4FEII/eFpR+T0h/yvr3v1joyBkdVE6mVuVg+uRItnFrUzlawYpYk865+6syPZiPvLhk90gNj3zr08aN6GcMYiQwX9A5tLBugVbijHFexZHgjbDbr6jpRNLvagWJ5BnP3hZubT9Oz5r3LbfprGND5OQnrU6JNWcEib++kFpHMBSCVBoqEZjGP9nS0JBElvVRXp3Wv50GzCnolWQhoqG5ZpymUTFJhJZzC1RlYCT1S1/KTV/70X/c8oRLUkVJtMRBXFBLDPdovPLbjwbtu3dPpvSRzNFLxtbMdDQ2Pb3WjpobVJDKbFt8MSwEcuPUVb6db0RaDzX7g0ns3gEZCnpErakO1zQsZtbm5UZ+H5nFsLlxyaSM6N2npCZcbUkpnQgTrOh1mFY+iSoP41JHKj+4UXlg5NLKWicNXOjXP4o5fnIXgD9/Drv90+DeT4KvAfHV74FVl8h9AeRpc+mY8JHInbmly2eE2q1OpLd5cXfK6HKX6NkN7s11IY7rUjcVQVda2tMi/DgYqCoyGoTcooGJVqq0qHYpxWn0GQrNawixLadBIctX6XqSUIZCqFPh4Wa9JV1cX1ACu1TRqdD0AZmEqpD6/ULMz/zqf2W1HA7SQyoCIAmw9ctsnn3z4sQ8/mf92R7ocBi49r0QHf0RWPijL/3j7X5cloDgmz4COmqKtWVWvajfY3q9Ufz9JXs2xrVC0ASmr6eZtlqZ7G+GsiIoy4ioGOo4fjJ5em3sr0NIudfTKBEaNxHhTqzSQjf5+zri1iesgmfv6NFeX1d99rOWDS4V7eg04TZZIIP16KhIT9hhSPMcHGTkRWIRZYUUJdpEix6zGcNppNSxy4oZddetjWKcK1qj647hp5Tfv4DDbZaNOQfDe4U1tPP/nj3MsRrS3u9EivJ5mMUuTfMRt5dfnbiIekGtsUigrZeI6MJlH0gwzPCT1fiLMFmOlVWvr0c6xeBls7ZWvzAN6dLmo0PmgbCHRvqU7OxIM5fNmr0vrDHS9GVzfMlyXNWYXkmmf4tC+obKSLotgUKkbuxnRkQrrJs/NsWmVjfYZlOkrEZQDGrY4Qudm1mU9oFEApoK2qdUSJcodSF2L3bjKKTZhOdw5TOFeXK0HsMSx5dlphXHHg7ET/zxqhw7Y1JMlzeFoaWPSf7fTuwi5BV6RBVJVhsqw9I/N7VlT7wSUPT8e4cVVpcFR1+2ac8aChUSbQiqExHCVamloRoqFyHpYBikRhD/VMDCZCSCDzngyWVSV/BHFst514O9HbiRKwJdqhInWtzo+XuYeUMIaZQaFZI2G0MmRmg6SWoLOjI9YqdmVylKqYIUE2VRL0SpssfA7QPUAWlzBDV+TV1dWxQ4tL9NQGXX/+Wttsi5tI9b8AWQGF568Aihoeedo+WhLfgyKncIC/mYVhdS1T2fCFEclpehA4aCYziMUaFK0Y8TaRnX5pfFDcLr+6Vb+7uHEG5dGXgwJHMUVkEgtbXbV48FptaFp9J9zNrsJJ/15uBh3QfjGjUP3frGRnZ/pWrNYt4idYOyEAbvn+4Kz1Zh8J6FKQkYjfz5ivPXhmSXCUpF5df3yhYjiEwPj8xFQSezRdKrCMguLlJEa2GV4609XDgyrJuZD3/vR/zoDOURZIzgOAzglZlFpXXIZrEKCpV5+ZgXEtHgwi4ytbKiV3O072rt2aK9V0xqS81iUH/zWsV1PLmSqt38X6D0AHPvvianpYvMtLcUUWfKicL1t7EQEcWPbhtzvTZSL4bgkg77dyiCkTC3m97/3CPq9i01f37QxPet8+52BYFpxEtD7xFdwdenrza4deGsopqvkXNNy4kqGkCXwgc09O4evJDai80Q2MNq5Se/9b5f6RRNfQx8cVJ+f9fVrOj7/aWvx7ZFTK/nmZkSRzP9oNPWAxaPQCOeShef2O0/g9tGl3KAKTOcJgAXSkKIBwBGKDpFKbZNdVaSuTl9tv01++U8rT/7wUx6NnFr0O1UKAYeifgk0yqtXKl9xKf4V4zhUVLOSerB1s9JevViOX2V6thoV71wdO9b+U/QFs6jJnqopw9k67nJ+QUt3dVEThiKk6J/yN2zSt/UNnLrgVoobg1Jt3NEZuVmWqrE8Ybf0uhGtsNX+l4+ulNIP3q9I0oz/Jnxgr3d8sro4W6uQ2OM7NT+7vvG/d/fC87FDR/tP38hZTIoWRPedueBBBfHSTQVSpm7mGpT5cjINlOwIkVfXuHTc6dJrCBK25BIFvB4MhsKIXnN+jDm0rz0aFL13dk58tBSZD0HJDFenGp3VKTtValEMrmUlUua1Bu/tBk0tDN7MtDXo352Z33xTbrxFp1KKk1lhdV7kOoEtKgFcWW3XqKTbm8UYXUnbGsqSXuIX1lKlmlV3m61wM1UUVm39t8YSdOGHrwzuOFyjBbQwUu9RTFKgcVoAKkllI2rANZ4WZOZkqBwUYL0egcuxqwxmhRICgU2Gi0avSVJFLBDqdRpRnneoDajKkVc7h7sD5ertBsHZ3J6P1UhjOFWdujaaun1ns9zTZQkQRcFoR9MGPT2eR2/RYOkUbpXwNhd0sWLyI/IzZAARhRqXAWHUZnVh3nIxs5Kh6mWy5KfzZIk3Vkt8MrNagHihDMnoo/hgk0ydK8qymKoKZXCNWyWxxoef/Fz7M6z+ndHGDX0btNlQEVK5jQzgcMCalGe9lm8UQ4KimE7XRYIOThPNUDdcQnFIy62YNPH5Gqi337tdEI/xZgV15+elBRf3s7DW+I3PL3W2RbzblZlnuXLl3gyzJWdNk0X1XxRplpb438oKoLmB71hB1lf0Zdjovl3hc4Oteiad44wlislkq42QgOisduvo36fL9sJAkIcmVNp28z2fHHj/e5fSLC8KXLiatDbppbmYyqRemLlBSuSgYFv7KHe1A79Mh0GXv29rPlTWyNGKe/8+kVflN7agD9RV1iMotJ5t2ef82/+pfv9o7eMLWZJu2bW5/MfM935+j+q8XwCrWm1somZ3u/p39obXTlQzEG9dmlhmlbIeQCkAJIG0WoCz4RTkMhQKWgU+vG1TSTReuzkTo4rbzXBDSURPZhPh6gHY/qRbdTrOrZbEG7TouQpFihJSVe/4Tfel706jFkU+xh5uBuhhe7JI0Dc3XK2eXj9WVUvpBXGm6t/93fsuv7rE2jAgvCStRbo3Wwx5YPcQMHJTlutY8HPzGCTJOyjHTqeUkFxaydZIZO8cDS9pzKtSxU9Ds+Ucxf3rqPEen74FVF7YaLFrrA8f9l15bVUqZjrrxbFRKhsnP9NuGC0Wp1PAYLv3L1Gimg+6GZhV0ZIsJxRArUZisD0OmFhMlGGeDEZhXFo4lXv4rgcrUyuxZqiSE9RNCl4oD7RrLob1BjfzSkpt03FeRJ5QFHUa6vX3P7LZTUaVaejk5Gxe6lFvJKPiC0VFU7fqrnJtFT3PaHSAuqBWKpHAR+2mWiHXMjVuUE1KYNc9yhtTdrmMNJaUAVMGaNDsvw2xNNe9pM8+JC1Q5ZJRAB58VPrghVi8BpicaFAvLU2Ff/6oR1yMF2zm6IVrZR2+RW9+/N1FrRmrkOI4C95uME7XmEFJpoz6NUBVpMkxpvFT7vx/5tOcz5LOqMpakLiZjxnNkgC1DAiFWSLwZsILVwOuLUDtdbokFyuYppKJZCtYu7WIiChksvWavSWsYXPd+/93fNt+MKiBKzMktyYNeJUVUW3zaZGaoD4ZfvJe5LmFlad7+1+caqLvO1T4y81GIFC9zSdJZUMq5W3vXJ6chqwov38glqwoFt7Y80376ckaVYZuEPhtDQZyo7x/E3/qg6lWl2VxcXT7JpcUjzNWBV8jZYaMqh0JBSLptbpmSQepsBKv9Sj1KsTa3hnN8HuaO/vrjYuL+XpNObERPXZ6LtGneLNAg1DrIs4sUKKGpLYNIbuLBVtyPaQ1NLMcmhMSkPiAwfp6UlSq8zQgyVweFl3FpUBOhtxelmVkDidFlrMzzHQKwJXcHmXXUw7boCnz5mrmAbUpCRfOl40ZLS/rdJJUm3vr6uF+XeJbNvNUpX4kOxUuFRwKvNdQg0qGG2gpWhnwwBsh9TgbdZBRyZl/eh+4xwG82kYtPQBWnZaFarXdj09CntOuQOlW4GeSVVbtVbkPQhdlUf+ATlW6yI6vjkkYsXNzpWow5SrLcyoXBqdse3S+/fduYbfpzhPBNFazB9OtGjoC5aQMECjKRmeNvnIWH0T1nW3VtY0CXnRXac/uvlv3cLntlmt/OI2jKFutUgKzLKSAfNGg7iAvEWyVHG4NnT0ZAgCFj48yEx+hXD3MaCKBCC9In20yj14h1m95yNCi6O1oiliaxaEzMA6Mu1zN+xr6syPFc5d1u4xr01y0IR9e8tkbsMe3m7XjzOQqA6k4UZY0GAyKIpepJDMA5i4pKkpa4+DrWwwY32njLwelrQx8icjb1PTMUkYH1+NV/p6OwF9IbWeKv/vJpmd+tbAboR9Ym0p9oQNAgfCL/oWQS+cPZTDO5dMvbSQyIpxMAGCnUW5uv0KnodPXZJ8XmIWlZdR4p5tUBT54QV5vBbzf5sw/ZRxzUnkbcJVKaFJQvUKlynOt1xn0PKcek+EcUQQQgHT3S+pchVxYD3N+746nvLMb15taHdVI9dhlxornrA3wmZQcYyFfR6NQy4WTpdtNqss1itYiWB4tYhjGQx73LRPSVDvDBW9OISpJR6s377klmEp6vZr8XIkiDckK3dSomPN7ho01Px7sVWETZWkxn7U2WZvrmqPZcPjqor9K3axC+gZAI3EnSSCc4l7eJkvqXAP/wpHynpNREiPkh1UpnDHUw8Ybmwcz/pTuCq3N7m+A35swlIsABlon1v58Efnv79x+93GnD8hHN4CtJdA/BYpu6JFt4gcvAbt94oecFwHq2ntqf/841gwgbVbyph/s85i7jeLzIeYzbmKpBFAMYbPBjeVYTKgXOU6gK0ayKK9H8k2dFkAZmIoP6Io3xqHD+/vSAAkx2dtuV935tUtb+TOI0zH0JWTk/SKXo+rdOoQTMvNZoR/sadzXshAdj191P6sKfwpkiJxvp4z3mipx87N/2LwpuPT3Z+Zrm3TfGpluycj+QHTf974WG1ur+BpjGn37rXbdc29UWe7G7t3o5ISFiGXePMY3Ddl6XZMxQc6UNtcZRD6f8tXFLtPVBbpOYzYjjAfYWPs4Vq3DbbxYriKi1sv3Kxo6nYAi6YsR616H3YOz86K3qX0lWrrXa3RaoNlra9AmbjS6evLSojCRsn7zjrmUd5hh8Tby3Msru/a2/3N+4rEdrTk0tK9J6U0q3ivlXTUlxWYF2fx/ndiFBHwsnWCIHMvlnAp8aaOqd7m1BbqU8ydEwA27zzh7zcP59NJCPKZtMdqiKjCNNBsrVBEqwtVifGNxBsku3ZS6rIGGFXsQsxWsSXeLmq6rBZJqAioAOCT+rJd5Nml9P7AHETMtyra7WPUEmKIxZg+Mzbm+anzsVoW/9pTxGvoBMLWq64xVp35DpRuhUW9LV4Nw/IGw3FFZTx5jtUe/OCwGX/vgIoTH6W37IXQv907yJnpO7jL7TC1W+GAL8d7H0/+S2RpYp5etiKZl647KXIj890qAj7Cs2NQDrb40L6jYBwf6TfZlwqbIZFenABGKFjiO4+xUcnlC0MlnUmc4/SpQ2XdxaZc8cqPfJU4DI/xqQtjdcWNyTW8StRXuaRIdmX7iv56vnu64NXrk5tD4W9UVP9Mm2kUASZR/+jG4gEWy4Ilv/fiLJTH3gx/sPvX8zTefP8+K8CwvSpSoBKBmDKWKnFCqmnQcG4piBnXnZlsty7xb425Rul/eWGT1yCO3wT+Ppn99RKy+QP6oq3PbhGsbu241oF94LavYYd/bjzn6N+m2dxTnxshkPkzJFJsS//vT6I/nueYy0NfFvzGhxc0gVVNFdEwWCIyYm8xGf6oI3A6gWejWh8CNRaB2FkBfhiqnpTNMTYUCvZ+GPJ8WS0bF8NIjq+fYvPux+c+fMaxfyemVwx1O1si0C4XEvP/Y9VqLhYMsRjRZmc0St9/T7IqJ/w4xbRpgTMHnHSqbbDzl6u58pI0p5bJd9f/17UlaS67QNCoAdZ42VgNUq/E3384fuK+xfp9v4SJhsvS6myMXrshrcbhONCCVQGeHXVdfv7BcpTmdYCns64RmTsquI/J0Fd8dZO/wiBs3gBtGaJoVu8hjJ69/pHx6e9Pp7LbzRGHL2P3axIv/+wn8hh/97N9pkYjkAVjIAnFQJ8pI4qMvnAF+P7cINOiAmFG3uZ3b5pFzZ/gtw8Kr15xffMBSnl19aVx6chf6z2sIUELSTu4WGv0oyXYhVJECjlfJ+9tN/5ct5EjH3UplrCFDp/D5O24ZSV/vjlNz9imBiM9tAKKat5u6k4ucE1EvLgTveqzeEmkMTuc//HU8lXS6bRZJqViJRHGnxSyZdGWS8nFCAgx+hd58SFiZkF+LQ31GilTrz0lC8MH9aEQZb1648oZ8bhL47H9XB8ees93cNDPQ3rTNUXqJ1zX2hYn0nr5c4Mxa0z29+ZeYgjJFTqyXpz1aB11t0afyJBSEpBLbtdvERYSp5ULf0duWjs23APjabBa9pym3t7/HTUEoDxI0vbW1NWQh1fkH25RrzdJtSpvDQly5PoJvAWojy+CNtPajjMJhzt7I33kvXqS0OpS39apAkKgg9hPrzc3VUhljdlmVUMn1X13QszM6GFX+OwVFktFPaxqpVvNoyN5aJHGtTIRSWSEFI/gftK4vNsAUNZad1WsMvhkArqnIjVzVqxdcjabl1YIokgYwkg6vIlpvMY0W2Ng8FjFkJWFL6UYLWHe2BmAi+pXusW3vAu9CnmeaCy+Su3pwQgbOB7hyH6lM1SHE/WvzBzYliON/mWDv7HNtjdVvIjPjV2N9vwO1nxbmopqo1EFQrWrhd33h2gfJjJh/0OOcFmrXFgr+WrLd7KSam4bd8oFOL1eTqrds3tkA3Xg2GayVhjr146fmKXW61RG/kUaW4lD/HY7SlVmrD1wAkylUdhysU5pUxV+veDqal6J5UKAL6QxiguHoRTzOITvDcijHlPLlzqqx63rxsr+1G738woaM79CqFO9cS0CckDvuuv7EN9UGwMocKLxR/i0moPvzXyiCqg+l7/wEGLsdHpl93jCVXyyaWKE6R3IKRHykueWez28FqspfPnsSLSfSEpTjBZaWV2jTjivaV+/e7Ol21FT195y2+xeCV04DPufA93+/FKYV7RxrECixwN/f6XqByL7Z6/7nsZF0iWnptc+2mKsabVSP2yFKKCiqjQyioKs5zmw3UAKAlSM+ULsEFTJTkSWNwtypgMeAyofMixGRRoEtbUjjl1vT5TWlXWEWhAAFJK7RtRdIE/a+YFBBcWP3Zkdx8FHknZM2i2NXuhiriWQxMeQUMpQcTlXXJ5H7trkLwfIfV8V2vcBVpRzJ/vrhXfe2D2gCDJ2sOCwMsrLwpx/UTxe3mt4ZjaJYZ71j5OQ43Kfbvsuzdi28eDFy9yf34WIx36naWenzGFXXFsqaQTeVp5YvZrY+4giCsghsGzNry1ua8vev1793IrZXETpuBFz8KFnor9WeZTnlg0aEnfdFWbIsFW9IlZ0RHD4h3Sl83pXJp8HIHV8wvxFIfvnjeLOIhKQ3Qjy/s0sJxrnZcXrB4HbdkPtUFWSzOMDW0qu5xYy+e0v5JT9kVSCpojio5H6dZ+oQUG3RnZY4K0qTCHywsXHTtn2dPieBy/FErUmUtls61iJyaeF6l4EO5CFYK1Ns+OI1aGd/U76IyUsSG8sRkHDHgOtGU21jMi4ixo7NDetliQWtHiV45R1/c7MsdCFn32cgDL2lFzmzgLnsrEFBEVdEdc8BTZdj99LJYAkM54TEtWiNiB447Kuyzm7rwIylwefZYwgzFtRkVboAfukzT1hf/QXbd7c3cvxK4gOQMIDKQEnZ3DpdTYlzy6aufmXN43hQb+QUPZ3s6ucHBpZnd3Y7Tn60Othu8AJNdVY8X6vkuk2Oy+O2/c6zIxGinmq5On3j32EVowuJcr9OrM4sO+/fVNCpSwQ1MGyRJmM7hz0r5/K2vY0jH863DpgwPZ2KUG4j92mfJbCaWQRqVwhxbWri877OhzHhmbTtiy5fTdVaCi7dWy5Ly2Syp1tX55gZzWSw5PU1al+DYzWJ6M1YY51+aT3BT6/GzShsZktAlRGJBlaIEUDHfnzsPpupKzhwzvyjfd4vycQ1/j/DP/fWHd5QKL0z43mFI72nSV79QSRVF+wkBrkiAe3pxulJ0z/le7YBsfeBtYtTIxdbWM6otxRVCCpg8ruroWEQ6rHoJmD1KFNOcCVMCSNmc5PFipjh+UBOv8HgsYqqrDna48sr6t+fWTEZY5Qr+/pZngVhQwd6+XrGpRfWFar61CVAla0m6m+t6NdyHXtfvmV/LTD3r7GRBLTpiPfKyRBDinb7dGESQgE6BXSBYB4q+2vUPHR1kWu1VsHeq69UtqKRRVRLFM3ZStq4nmvfnfqhBCKuRyyK2ANR9jW9gcFV2nePO71No7FY1Qnf/2D3niavy9JibXFXo5lnvzH8mb/GqGrGomG+tHfbXW0mbRMGuRhmWcSREvh0BzSuvSMJFHrMt35n4ujQ7tPB9S3e5jUqyRQkE2JvIgEqjg33oEc9Ta551V/Pntrx5Zb1GmBIRkwtqujE3Ja7mzGDaWGl3GwQInIN1Al0cbFaQQC7SjujcrcBamOCagLiagjmwQoDahbodEbaslW1bsdcd+sqKKZcTGWo1fUNueZHPRSx3VFYWCyotKKt0bhwM5dcJ1K4dE8v+vYakxeFfb3IRozbUAHfab/z8Vs81RFKYXBAHRCsWC2cEFYlY1u+9MV633gL+M6FNU29I7cYLoKZnR3Njibr+Mfltntt+AaYJFiyUTnMVhZGMLUXrypgfANGF2YZmxuu9ZLtiHan5uCEqFznp9rKo3f9MZjUnPzl14F+Jf/nLvUHpzYUSM4p5ePAjSIoxEIdIWnpMjZnEJUpRj3/k7RpqHJhBQHkiFySR0ZawfZC9z0gdZ7hNg3BOfb6lRWLSahKKpeFvjRP9DdqNw9ZvvtuEeCg/n6oGIBjSWpaFpYeGgCf/K51sF0UCIFXYjg/ZPJCS1PPbt3cvP+faQAvElyMgX98+0CMLv7txEqdT3frfT6VwXbxT8/HUO7FK1C0JmEA8OPPet85TxJBqnkrDK8Kew5ZR44nlFBp021c6BR04hxfKLKGRmQpGsZptk7nw5jOicp64/Oa0tXQ0k0peYW74+4YN55o/151trisxHo2F9vMgfLjWzCkr3HTFdtHuPA7sPyfbuf7MwG6DeLOrla/jMHHZ0C2UaVIjZxaYbYr9Epy4LZNm9cvlwDN+jLUW2/Tmxzz69PNPbsXCEHKTLrV8YnUGuaPDNUq/3qO3uzUzYSBr2xvX2XiVaZ8eXZ5W0//tSnXHTrnJRD2yTzQq09pZYddnxHWa+XqBVv9RDD2WKg8YjI9pmh9Woc8vM68EqE/AuIsXDEnDe9ryUtSKQL0/YCbr+DMv67HVLXs/jbBCjj/LxI90K4tk1CvmlaoNMcpKpflgCxfRHgElqIs0KkGfHf+9l4h+0bTZS2xONZorlv4d0PzuzOTG8wsIAFBviDs65fjdsjw26aYbm/hf4Jwr4wcG1NtTx7ptGwN5bVrovr1Ob1Bs7qpbx7g6tjVzGJgnbAY1eRAUsMK2awgOBCdtfVxLh8vXsj21ozJ0Ylkcl5A1IWsZGsWMVz9yUPe9aT48rGQcTNWx3JKSardgMJWzcCdGj5SgIBaqzsYXEP0XW7NSDwTrAgTjGdL3W3/8+V67s2Pzk3r/XE+CidBEM+siedlmCe4mYpVStEtH5T0Mh67GtfAqxpPacQM/NYkzeKbHwL0vEwI4T+/Ei5BbOd9g4MspN59JDi0RSEQNlKxS7L7LwnFAitNcmfHwO0NhunUzE+Mjh9ef7nyj9PKliVk6i3+NKfMm+UiIqb00lZn+5btpLtl/IvfAJ4sv3BG8eS/a9LjO89q/eXwwmTDvVfIiTs73G+9dIkh5e0KvAdThVwWE6TMCxogp2DLwPjFgNpGK5t95bVqi1oRKyvqES55tqTxKFRf95YS6ezXBd91TlQsSxU53gAM3QudT7isqUL2tSQEKXiZseu1lmM7qNUN7f+yCFPr3ecJj1z+3QuB4TZLy2Fd6KPKHzPgoXa+qtRfXY2V83KX2/TMg23olVGrxibu6FL03197/ZV6ICHHa4kiXuQoZmTZwojr+SCqV9kw7NxYwDwR3v3E5kCD0DPY6jyBTd0gG+Z0jVvqKGE0YtIBPb5PDpsuhiZPj845wRz3G+Ctm7Dvu5YhY7319GOji4rIPzsU3n/1x/2NjzhOaQnxW2KgKBMUIr0isGXde8eyyu1gobOIvWPue/LHF6WnkNcC8lQVOq5iJpeaw1n04D9HTP/leG4mX2/R6R1YMRlXdRm3aLzj87lZf/iWeuXpFf5oDTHX2Mc+t6316VstDV1SUJCunIG0DJA2siyP5Vm2jsWa8fWRO6aWH3/z9LH7rNtk88onfzPywIA9k0k9+7/rRh184PFbA++Pf66r94MCeSW58I+XIpxCMIF6jixLysLUlZAgyzKC566yjIPXAqBeDWPr5YK7gqpA0ABiq3y7q0NF6bmOJs+V08IQ/eIKvPgP0iOsOpB18Cnb5G9VjZ/Y8R4RNH+1NXg6D26FrgMbS62mXVqbca91fiySvRQsEBSnrtLleGYpjHQ2o0IhfHksuxTz3tNBhUPcbZrK9BWrVX9t7m0OXKnESKwVX3tyrc8jnJoFvG5ZC1UHfVg7s5hZEhpaNflzJxIuZ7/NFtHJ5l1OOpra3iUlRjd6b+mKZ9SDSJVNFo2wfMqjPbtYUMkREdIQMP9vh/y5BBAXI2+A1GUiLQLAFSD06d52lzX0uKPp/TnxJytghUke6tBlgnRDv2Uqy+MKebMWqmjQqlYgGai0KoF6VfX9x1eqes2U5tvNwddS137gDqcWs80aZbFsHd2uAr4T2fWkkr8BqHIY+ccaYj5psLVeDRaZwT23aCZCl8rthxXzZkDuqd1TmztzY3VtzVSUTHp3i+hAsoVMWEdGC+itsjWj6wn60xCeEhxC4pTfKlnkVIFg+a1q+J1Zql7F0wqdwdbz69vcv7h4eowDfXak8XPt3Uo4mg67k7UxVqUKF7HN+Nrl3PxNegWAq7m0+xNt6pWF1sfadu5XRF+ZXK1Wjn6rs7yeHL25QGoxc+QiioVyQS9cPm9dqjpljN5+vJbKNK/LQ3EanIZ0FTvsAh+IMHV9SOV6pcSCE9quqR/HPtmLBhj6hEZXL2uxOlVZx/Y84mqXDL996t4n3FuoxX+Bh+aQ506ztZqQlwQhWyigFZIwhp1WdJ3hzD1f7o4R0S99d09b8Ipl210X+NnNT/f9eeuercNz1ofv+fj4L2/79pFsFHt/yqz3mbEiSyolY2+rMlLafq+bivAFfQsOh0hlxcRFkUKJkECLR59+iYV6re6WVPlzTQY7pHopnh9n5/4kubs2Ov7HcbUIQu1u43+yiD7vH53Rj1yGaoRBq377ZLDZyX3jm5rL/2JvZPihFsCtRM8WcBfEWrSWGkt8vfOQZTkun0ojTw8BR+6Uswgmq8slDl2rrEKgvZJ2qyEbyq6kKBDhVmRlc4MF9sIreaH579ktv9pE6kyHt+XGNgH0tRCqNEEbxAxTYcpJdy7egQCqSEhls4wL+mbLo1zEupQLevVy7srrg7kZ9tPwLNNgku1R5dmMgmztN1rdWOaFSh4DftsOZC/P/VX8nGFuh/7P15FDZwDlx1Lui6r/UNuojFg6nDsXik1LfIG0IUXt7Xfh712gqvlYnddxc13XiSfdbcBTHvvWH9/CHz3AxfP01RnYzAuBFAKWymUALkq4bIRUVrWEAUv8tifbtvV+DmxzPth3nuPLJZvp+umVRw63ReOKJMONl6Wt1WIpwYIs+8gh9yVHU2IN6TPiaRI0mDBAZhMhmuMAKAWYLcD8OmBxSTZaMcFW6xVSPls0yV44UGNKgNR7gHywuvxRADVtrOBycFTabjt/6aqr+vVPjF1JbPl+3+bR+b7Hy5eXFG1vF79cj81eNBTqjf/CKj8SwBwYZaNkXBDVQVqr5cLX8729HFDdYK4VZF9P3fGV8p1tmbdmLbeC4VcZlaq2A4BqJbm+Bmx9CBj7G3C0gfvhJPiJPjXaYZqdSHVdvqLaeTcrMnaQTnKSz96Thpmdrvori+yWgzuXbpw2NKiQgtyrBVUkNJeGU6jyL4mABMiDgPwgSDll4GMQelClN+hqgSwQzmJeSfVQg7KaTL6+XG7VmT8aWzyyxT6hNhHx5HqAljGA44D++/fZP9kmhZbFAh6KNmQ2FLwGUYaW9pSIjN8p1tdBWVH4TDoj0KNpzA02PLS7+jdIAVcTZqO1nHhnObD8+B6QOyY29WiSGuK3bxGeFrBtD8os4rF8Qkzlmh7pGwmXGm3K5RixrKdkFKQyydZ0JVdxPJubtwhyP7cHFEKbNNkVJSrFGKoZ67z/7jsw0B9bklVC6GJcEhnDdjEnC0KO0JctjJhy2rB0dg3gqgWR20PGlpJQUtPZp4rO54Xux9CeHzzCkLGN+97BKKIayGm2qLWrhESukPmI4OoL8wsCWWrxgwzgPTfeGYMwnAm1nCt9Jgm/bVTOiJrFzwG6v82LqoYMA3MIi4CKstlSg/HeQjnV5crGm8XGnEpxvPrKKADDpSWopNEzCR7jOG2d6npgypHqa1QnIvO68NRa90jWHuHu/Ilefhn52tOdr7xwzfTJPY40GN/fwzR3Kc4EWocsvkqBJxmdTwrzOMhZ93hxQkqtpHJWo7ZWzOZpikEhn1UFF/DAO0VBFlQtuOv5kGYbGlsUbXaNtJ3mQHwyxWan4K2l2lKBg6mcVln0ajI2rQxavI6uLBNBbx6XIgagC6dGRxHRTtnNWDkF8jyoYp23bvPSz7+g8eAC0I/84IRc54AbAavER1WaVn41rtBGOLpFBAMGKUGgdSaomIzDFGj34Obtm5IdVnA8nCp4fIHFRQKsipjL6MTVZk39xtWibnVE6CpQUjGpBdvo2SN5cLl04F+5UtpxIT6/mnKrvOqQNr5s10nG5p/oBw8pxZjV2sos1GlUhwHlO2mRDK2OXRoMY9Bz14GvfwwUvr2iv5BQ/2dNsdPhD3FS4Ob9d9vmIPdvTlhdBxtFtykUz9/XY35jEcjH4e1f/Qc0eHfgWlBjp/DSEvj+GY6sBV+/AS4GxIUyWWZjKQ2/5JLjVkmsUH4NCMtfO9D7peHhdy/G9Qjx47cuTS35q1xlm8u6eZdHzYAFHn7+ZGT8lfOBa6eD8yNb+dV6lRZl2BYXwtOI5EJWRTkLCAwER/0K5mQ0mQhVq9kiQxRwOT9f1EjsvY0Wj8+r+uZmoMMIk0B5vbTBLy1u/AWmo5Nj6hcvN9Sk4cr9Dyt91oaDA+sLSP8Pg7YjM4106Oe/1nsbwC0IZsxnNkZrVDBWLOuS56ryBi9+FEquCqk31uBcbf7Fmi0r7TO7lHbcegn40m1qxXPIUQiIy5r/OarZfMhDLOTszRzHT6cur+ISZG4wGdT0fDpQsnCrtXJco65gUqGil9R1kIZ3IMjWofrdGukHIPvbNsURgOkCzFutWLdPRSD4GpV6caGMuG0HDylG89l3c7nfVoVBeydQjfVsNlyfT8G4tsGk9zqULR1dw3tvffJTh/dbde0nCUI7W8q/ps3eBHjOc6ZCNKHYjVxTkm6/lqn2e9P95gsJZS2q/cW7ifLH/5L9fi4RZhucBk21IJCk2Th6ohQMyo8/gQgMFX13LbOxas7mnnj2l/yWXvng9o8BQ8IkwJnQ+KrkNTbXpnQfhldKNWKd4T6WP54BCzxTa9Qrrd3uJiSbWqQOf/lxirCXs8rBo1Z0F5yO8+lZ2YkqiyTUsgztPECvsIxYYqosRKfIRGk+7r+6SK9TEOVtNrVE8o1z0jaXqlgQrd/03nr2q+jDNnNlXQaq2eI1deeScfxljfyvt3HHH5e/BpR96I34jYQ8m5XGw8WNm4R6EcLJOOv3VzIgH8/y0+fTmZNjqangvsdyzbc+sd+FhH9FBEZFGQqlIZYw6AK2ZFFfq3GOgvjgfjOVqiyemFj89VuQGV9Ta1k+/OFX/ucfz15zz857X7nRnknaRhK3lblbrkUPOa1fGLBwQhxuhfHh2zXt7v37NsVNO/XNrZu0FOqfdedWVRRjkY0atTUWWFXBRerlIvoRxzRBpZ/7Kj1CdJHIvM9n/lNrnhDEMrCgRrQaBG5Q1+VLdgK7mSb/87NXVbXEgzvpWx4kc9nqh5fkfVuR7fUYW5XzFKhlAavPZK2dU1mN7Gyj+KM54LkqdJyR/idE1enrPBFMqhIYbMK4kkhsq5TcYlUu0gAIgm2dO3cYZl6Z7YgTG9PLMl4tPGHv/Wy3gjKEKlJosZiC8VV3O9i0bZYDY0W55qlfmp+bvhnMzgFdU1XRL7IpoJdTO6mSll1BdKLGpC+8FGGnBX/9UPGZwbMql/chHQ/y6Cck8Bdu5FSnh3EkvnmYf+n9t97O8hut7W7PsO6Wxjde/aixpq87OBxaUVWKLntzdSIf2XvALeRbpdv2S4tf7eBShTcrCsAPwiz5nzBO0dGoRq20IkoDni/mSwXHzibxrCRrQ7nTRn2jXV3tN4zNkojQrFcDPWZSZ8kDlZPjGUU/iQWVhw2G1R16TDQ7PF5/ixlYjAMolKhQqBcFVgRdEbCwAL5fkTlO6PUyt8SZQwV7Tz4/lgcqOdndqZnV1U1B5NEOlbruC9+ZzkykR8z0LdXk2IbEfH0mvEom+YeNv1hLIr5bOluFbYsXtztdPfGt4+KmxoZtC8nH7tV+uC5WvHXfPnU9EFPjmVTWbeDeDgy4NOwH5R1PWzrfzO0cRjLna/skCepB3Bk81ui2NqawJk+nVvu991e2ufFbboP+8u+KibykmKiBaHeLwUcQq0oFnspFNIUCl+JZ2LqjvfvG21QJSLvy1XNShZbwWIYZASQWEH5XEqM4y+BAi9ODysUz60J5ndrSpdyqVplGuSv5KafeZ10vu00WZTq3ANBmRHfPp+/THWmZftOvvL+tQM8Kc0kwlBWW+e0PetLB2BYnc21EVeytaOKFvrRdOJHqaGypHLDfZ3DOfr2n8ouqiG1T+K9N58jv32INThVVDeB+WvXuf5gcCqAuVYWTtgw9iJHlselCQa/T2mBVCoqi6j0H9Lq51TMw8x1sz1foCwAAoIBQBxaDJshRKGkY54amUwEV52ZMhk90rz3/8cpYloXlMg0oJCDDUFZRIQIYXhK1JraygYEAF50CSF7uVycy40AtCqYh+PrIBkRrxQ4Fe1lU1Jl6YjW51TCvV+VqTPfZ3Yt9WuX66uyyvMGOcBu3AbFMtxnSd0IhWA5tCG6jznBmLJpPzQKVLFBwZMhZK1cyOZq/9tnFIKGUmUbT8zrjGTAPgAmMCAIk6xunDByAvAdkP1Es2d9Dcbk3l4juarWNztBQg0j1eWw89PsH8vmI7GiHzKGNawtp0s1aVyctGvP8Xy95PHpq/5biKLyrsWeT2excKNnK4jysc6J4ulyPqKqk0ZwN+R0KNkJxLe12fisRX2F6f5HvLUIRncQ0w5oomPlEY3152UMIGR7O+bPrRa+NUAw0dRq/dz8Z+vhv76a0ZcnrBHY1KSZL2vmbRRbnm+qVgSS426FES8uZRB2s8FRqynrSLp0pw062KlpArUvTpDD6axwDQXx9GQzjFqg5qx0X89nxmdej1vsfv2Wm2eH7yj3WmDT6r7FLikjxYUe4VnNeFAnZsktFzpvypMLISoRLkleDMzgOG4NCgPOnViNKR2voskELhb1MUdLk1lZk6bzoc5acO9TCGrECGUo53PFNaP/twOtQH1Ic8bkfOSLVrRZcAQef8UvNzMuUlc6Atarrf3yxlYiUszkb4ZkAEM4S1HTlx3sPk+IZTLxIxOFELWSdohEGk3hxPi3qDJICNpWjNbpQtWGYbqO9xsNKdSGzoSwBQE+z46Etja/fLLSb9PFY5g+TY0rMdMDZ2pknP5JyGcS9cj0LFAOEvdps2hKjOViJe6sQLPAwC2RJCHxK0fRfjysMx2L/zFlQbZVho5F86mplR70bD5dvpouQKAzXHHDJcz5ZZePgwE+yu7sxQ4iIFq+T9anCUGf8L2eg7Q8+9b4LWB3Lh8FAydqnqt7CG2JxGdpf6LYpO9pyL91U/PTL6vhl09JkKVcWPvU0+lZGPljMYQOADRNSCvPWncj8KpQjQT8AWjTWQM3027fXBnYYS5j2xV9GjLvUlZu5mdScZ97Y010H6vsJQxRYYXKwbnIdbmtgvT7VwUHTdJKyg0o7wHWXDISy2koRVgS+pw57J8FYRSGFsB0dOp0JaWCgpTnd2ByAaY0uFODUzFo17wGBCaBKEfLB2/qGD+1MpWtqgaeD60tKD4RbqodpozOjsXvo8cpUa32t7JcVReyGSH7aTyzyprvklQ+DBVjCzgYxdjDdSwHz8C2KTnouhfXIJRg+Ny7CLZC4whM0Y+je1tDjsUQXM3CZmU1YtJmJoh7RWdzJKI5SnN74lK79w/AVG7BJwBm3lZpTCCYKYM22JGTNloqq0UVov7PQYAtulAYsBJeQxTKImmAwQ1I1BLRJrjx7g1KIAFDIS0IUuBQCijxgq4fFCS5uWpK1dlHkNQgEz6XeIy9oow6GNyhVRdAGq+iNOw7Lh88Aru823Ca4omD7xCvvR+oBfotlMW9IDvKVV29YTNIySGYihFXE9IO72Ls3VfiV+xocm6WrWG4CoFiQB5EJgZeREpj0wMGHxCIJAT7Ydzus/iNL/lHjTa9wUrqUZxQNu8GzH7IzKm1duczY4BF/zKZubHHDC1MTwZT9xGLsme9+Ec7RiY8vP/KIi1q7aZlZoDPN+xuZWEvl4wkrUsvFCdmthP0c2O51VfFa8l3GatAwuDZyFNDZae2ylEwKhv9LpCZkxkS1mOEcA0P2fKwK6N/PtJydaPNtlHbrz64UqWVoLCqYLNktrboqaFxPZOmybJKYedIyQmntujmOINeBugNwqlJemLvp4TBS0KEh1KTv0JqIJIcb24qxMZywi4ZukwztHLh5NvO5w7F1Ar0sEA0Huq2wTX7r4jCmpCiymoKwmnebqXwKLBZVgCgtA1arrKpmAAIOMXyN79/ZTI/GDC6VzLAVWOgbTR+fBVz7KENufr0g2bWt6Ai992FX8xL8lFqH3GHkerqGEQjR9UrfPtJy8oknRrbY4vW0vP0I+1dac9vWg+j8xsiczS0WZOs+rPsLz96bhy+YcoqNfAkcp1JXAT3A4irVXQO9+YR6g2qNFHMSQZKw2xY4Tiq35DVK0obbitHTBDqyYL9z2HxleQNVcp0DTQrGuAHDNq/OGWKNCi0cZAQ5JgsqfLHcg0ZgIx9uMkSM5IReyr1nc/25YnkwvuYxbmsXpbS8rACcgphPGdT7hufeuwJrOYcGd2expAYvpJy0Hzj8san3il81SZHxaHKT3Bz88UYbBG77kfEFi8nhqS67ikoFdeHyr/JQWW84610CaobpC4Xv7DLdjsJLSvuOdu7ZJLNXmXcPAsUgdmCHvHRTufWBeqZSLllhwKRRsIpzOFyZI3q3WdVazdTEcmM/LEZ4oAWYuRY32seKSrLV0eUods3TiS4oPCPmZgPx5SBliGYSFNPQql9ZK/TpaSuiLIry20j+AAmndA6llLPp2IkgKlWVIJnqb8H++y74Ny/GkySYrWR7fdrZTGWoy2ztOdi1rbsgV46duF5t5ItvBAJVDX7TXNHa/GOUgVFsFbyzEt4V5zUb7nA5mh7DG2p0zuVHGahjG5pa7dcmDYFIwZRMrWIhRxe0WKGhUaCn3zQ3n8/lVFCdZ2h/D1hJLE1WE0KmBahlcTRbEJROIAQ6LUaBNgNPxc6+BOs/kAK/4BXxotAkKht3uKZ1bdFFkvaxAbWsvhTtaairgbnlEcnlAcMkrE9XRRSapIXBApBVYCyC3dmnfOggSfdzP3waqtHAoFeqAnwky6pTiQoACSynmksBCAMwQhXJYowK+O/r7mGlYwHugkTg+Yu/eqJ+FVkY/yRY/MSmsZizwhTYDvSBL/R9cEOqF4OxX9SEzY+uHPpsJ8D8DPwys/5/PVX4+paf5uM72ppfUn9KIs4UU87CYo68O4LeiZlI0fxreWEVEKi9+4rLJBMVhRUyfjk/VA8lLZ7zl24+fsAYyEkomnv774st9S6rnW9RGoxoMZyXmxRl+uRSDoWyV9e7WzzjkcJ2PVFnL1kL+hbANEpluy3ceq5CpyiL197Yp1farOh6cuH1gIQAgiTrDzZiewrim2AmXikrSIzNbm61lzvSa1/SzZ2EmqciR+6F38Z48DSUYvCVJI3USJdFzLOyVA3P83wdXrxRkgeA/vuAH06LT2b55HRFATGpghNv7za7Dt25NDliADY2rha0Bo2OB+bzXH+kuuvQ9i27Dp77wzWLnMpITHYkD9QZAAMgh0rJjFrb7AuYDfJVWRJDZJ2GX4qqWU5fk6trNGbRVe4xqb45KlTQxXzVIqH+FL/Tp3ggRZ6l9A2ZzOrGal6ja7hpzUGFrU1rCFuLGD9+a36ozX9efPqIb+Tns0aDjrgRBg72EXtUDxzCXn00LtNaLFmzp2Ivzptyyl8o5HumjFuR7PFZP7BIAA/hwPbbNlf1jyGdJc/1aJJ0h0DYJSMzfrWOiIk6kraqV1CjB0r+4Ij6i8euaLUaJtrJFeOMJa4ui2cVUqzWcAvP/VTXUOf2XnN0nO91e9f1ocmrQ19I9O/ix9b2Ud3fqo2sJt6f33UIawDGZpMqlAvhTm5TU0uvu4+0JEbDi2gnsrJI6bTBohqbh3L1aKtHsn8QODUrAY1N4CemwdU56UbnNfRtW1dXZrbrc/DFx7fJK13lDuTQTy84KLaiWLsifc4qLEzm/GwDuMPNjhUzRqNvH/3Rh407ttg4OLt8sPLBc6CnteXmtMybFToY7LnfF/Tkl98eB7bhHoKKa+B1vzD8FaV5fV3FEPEl9zar19KgS+oMVBaGGVQUiQxa6tzRpKgK1nqD2m1aTOQoHfxgTVRasdWNHINCCUaBqGHd7a26Uf/la8k3RnSt9dZ2FXJqOrVcoOt8ptBC+a6nO207Bk5dXWpiU8ckc5ER2yxKnIqszMe8LrsqEh69GVA/210yw0sniB0YWByr4bCcZXh0Q9ixyTN6vYiQXnOPQJdjKIb+JiCBiFI2iv75QlXSNLl73U9sblcw2aX0zFpa34BTEDc+urGpoSfEFi/fpD5zh7Fj/uYpmRoG9FasepdQzEn2Rpcqtbll3Z+qazKM+TPx+LrJ1q9MK4JTKQjVJrM1QFbxAFwQxQIKvEF1VNPYHXeFnjhYsdQ1sN7c9FPVh/6MrQZw39YmVwUkK+WYQIkCuDQm2wNlvxECJQvJ5oJv89vCWsKhOj9YIxX4YuhMhExOs1hxfhmqlbp2dKEfZE4+z1KQK33UZPpqJtT2oKjf1LR8rvVry/puAG3TbDn16Ruft4H77rg2/E5z7i14gUNKqt12xwuwejw5mRP5fbt7ljtEYDWbozVxCZdJ9d1y7NipzPCA8bkbEoxqVkBjwtDG0wC+AT72zKbTnLYxEMt5NefXoR6VdUq39ruNCwMNB+d8//cJ5otreWINSRswVYSBZCjbPeBez9ZufFxonCk17avrfZycuZFGMkDyUrjBBhZXXGpb53YyK0WKS5VIJF7+bmaOVWPEAfX7x0l0Ehx8HCmd4SJq1GiAZBgxwtJiGCL11HOd9sp6w0P5NwEZ0NmL0wJcpBLrMB6vgFaHVeuGSzPVdBkSNHpHPlWBZZ6HMFDaeH/hhO7kkZ7Oq8MNoeMf1Q4NpI5NielVQZlVgOzKXKG+uWPT412pUTY/PqfjhZJAA34R13rrPXvh70wJt5p1fkCfwFdqmQ6d4etOtzYG7wKlRJ0YmsgSIngxXYmgVN1GEBlXwDkg0rCQ8TkVUUwwIpGn2sW/vHSRP3bXVoHaOXPi8e8YTo9Q9GDftz+7ohqZS9B9G42hpM3XHq5ns4ZOrP6A2ZRf74vm9CyQ0rvqwNTlJZktAVojKBnprIZXmA2aBjMWLRt+/F50uLmvSdfCZIXj5fnkMqVB6MN7PPd0SHAdNHZm4TvzAW7xDJC/59Bjn+h7Kbd3YVnxMHAva/yjRVFePG9eylv6e62gmnfi1Q1EosSGzDq7etOjqakgDggRJTxSY1CQLZKZQtB89JJVX94RND9Y0PaQD6nkxsvAzz4z898cLw5muK5zzocHCpU7G0u51x/qqO06uHeeXn9vnnW7jpXp8M2JO2yidVBOYpYmV6l5MxK0sv6jylQ+t2WbJl0ptViNTZ0Yp8wVsxvQVHK4Xs9a0EI0u9yMtvzJDdjXkffQxbPU3d40KdpZzGSFKIOuiFi0LkvjqtljKaZMmGwAGZYWmnTAdE0OwUpOgR1pUH6QqGy1etJGLDqNJBaAge06g59eSNZGCaip3hlIhRC1Zt/37gZ6vSvvXi6pKfBgK/ji3CM/uOXYhQQjSYaBqlq21M4ElEcP504smPobxMnIWj9a3wavXOPrYsICBVARhgJIsQcxVCMlKNf441t37O0ur1TKpOHQShyElGDdMBAMXr+4Eg0HW7pwxp9alatuNXo5kXSqVC6bdx2q91iKw6VCFMiWYXZBCXEKS8vWgQLl1qqJm6PLrAl09PQz0/4sCWqOPqKevSavkL8z1wY3cdO/gH7wilR5IaoFkC8Mkq9vlbwbOfdVpSZe8ypESN3Uhu/G9fw8ddM4CsHawo7DHYVKpTZdpUHlpi/de/Mvb0L+aoJSvtvfpTxaqhF6qIBxlZoxxWi0+Ux+1tKtEso6T6VaeHeRQixb/ymbo5lnLq+lZlBp1WgmvvF73J6tA84lqa980Uvf/TQinLEaYvlw+1ZbzmpqD2iah/q35hNRX3ClDGgZsKnKhi8sIU1qsRzjlFBVi6EoteLR4ClEI2qMk3kvjtRWAqmppbUhZV0j6ylVlVWgEgiOvdp5U7e0zmKaFJ8TRBih8Wabyz+TwrSSzWtCB/vze/Tx61nHcDt/MysmDIxYK7fbyjMOTgT3Zavb7rKsDcD6tvXJDU2A1u7urkx0AFfeZsEi2ATzIgVmswIFYikMqPDw0qFhPcxcye/37fNV1zlo3VgVqxUqZmiwRfWmN//35L17bVg2UtSpuJhQoKU+h7O3o5lx1+oet66srAU/YC3XJEEbaD6kZwKeQh6AoVRhcmFT1+7IuRWf07H1NmeG5RSMrBKiadmA8VTN2gLOBG6M+zkM0ohgkrddWPSZVEArusrFUk4JOTLgWo5nKI5bTTJIJ2dPBxKvbhBKvdLWXIiBloXXUxRZFtfe36oF77dXZbvO1U0XukFRSOWGzGcLXn925v7K0QNNQ9HRmrnu97HU1dEcI4hjlIyCUXYQHNyFXvwbH9+tsiJ2FdQ2mKpvrV+cjJHYXV+7tZ2LZKO6CxN+HlYfhOv7UAOZWz2n30eS5cBdrdR/1gCHFXjkwAQ58OdWu7g0Jz/vH8AXNfRPKfmauW+TmUTSKhMU8kN5GafgrIRnQpFKRRRIEALQ5FyJNunSCcrZ3mFlQTiTD3LqzhtrdTjkzsK1E+BXqPppU4P9G/+iaz93RIA98uzfgy+uV9BcvqV2Y8L1l/bGjjuo/33T0wjHzJjhUy0ri7hbKt3Stbo6zTTud1THhBLGdTY7duL5zGhgCkpJ+5D8AUIcK4oEtqrxZL5/q1Y+cyCBNHQpa6PI3Oz1zm0lVDuICRiVyoEYsFFBX3/tOAah//x0s0aJszUtX+aVGrKTEXKc8nS6kCqK2Wbd7FylAq2KVuLDhWq9XmOUUaMWGl8NWXrMeIPBYHelwqvrW3Hj+cDNrk2c2X3hrUjq71eczwwotrWvPje3+Wk3pjOuWt0bsLrX61kdmebWqnkC/PIqGuOB7ASjxGsEVKZrkTv2me/9dL9LhvoczTD+KYMCm3j2uaVKZeNSbN8g/B5ipqNMkZN5W19eXdULNK4mCYpFBajo8jVZEWC0VKUs3d72pmZ1RDauzASYKgfd1l0ZXy1evggPd9nIKhUJw6Lps3sGDndexbpqTwzKoWGlcpV9jMBYXF6/jkTX2Nas4moBEFBRwJFshZQEQl4glBh/5OwnN2HWkX9cKl3mNh2t2/qVgw56/v0X5sRtUNuTzmSZQcooycnCfIHNsRojkgPYQqgkY4lyl1mvdg40PHpv667Gd16onz5bopvk/p+uXNAJQhT7zTEguPjeCy2Hz35Z9JaLNgUTt05kFVKD3doslvJpnmbsdc1iuDwDzg3JyAkWvU1veiEe/VpDx3SxNFIgORM2/ECvYbiNG2dFp0CcTTMQAIvBv1fZf4I/+o78Z5uyzq2eBX85nP9J1c35N2AaUKKZakarV1QYQgznfJZMa8nBWzvjb82jZRppMkibrNRusySVVXReLQXf/ioz9H7db5K6naqSFjDjaRcbyO5sF8+ZjJnXygabUpYFZQ1hyBrNyFMrVF2TU8rlhpbmT0BNSrUuHYuXAWZpZTkPS8lYdiPXNT6SqNfxeUHiEOj2FttKNNfjcyuW8wtnK/27xHkH0SSjsxdi+fWESS1RGMjyqiIq7rzbPXU5Oj62USYJXuLdKMtqoBLBOFC3t7O1fW+XZbG4UlUviuJ7VHJI5Qwlck4l8NU+raIS5xu1Ub+BxmDkYaMr/eXmwrPXeuv4hbX4WpyFS7y0sw1dygHKUmJSyx5HymrNtX+vPNMvtcmmvCZSn8I3Pzd1Oq26vW2zQMAZaRVvjp2NnCqz9iqgJcXOnvq+2+KXqzKU1HsQFKQg2rjr4O2xxUkFImzkdozM2cBtD4otI0jkojgZXiu4sGNHemyPMboVp+6TXzetfmoweM7lyGQhQCOKYIcU+UCOzwGAjNRSjHURV0sWhC1D8zWkzawUl9chJQNAdI0kBH1XulCTMLalDmaBaLFC6CWm7oLG7JGukC5TBc8BkVrv+h1Q9FsvAfoeQMwx39TQRlhRm9XNX/ZEe3W3g51H9jfa6mOfWcBqn38wd+10HS12eplX/gndV9fzr/Z7Dzm23319Dpk+YwwU929uPLuWfPdv/O7fyYou37zpxx7x+W+E0lukxjNPhuweDorRVQ87UOc9j9Q02gIoo6FY+vqf6/40BZUQjC6AOJ0hcYQtycFuuLlJGtzeEf33slbPDDyC+CXz9P+FG1A1X2dejwRsOhiBofbNW7q2ubk+9aXnrqNDZvzRbZknziuOVALLeWGnt/LxeOaMyq0A/Wd5FZsHr2xs/fthYS2J3L+p6flkX3vrz/42SnH5sWJNalXzSgqLx/7w1/6GzMbG7xuu9vbvQd4Xtw30H+3O/PJyqo5781wGw3OgQjL4tHqlOBMKYWo5P9TpHec6OlzrY+qXzq/9dHNvTlGLgeC7C4JgS0LgBl3VpD+qaJo9ll3dlYnJPOzli/Nig/Gt3U+ENn+yoe0L44WI2cM+/B237Svl+ZzOjMjedY6sEkIIZmXdQqjgA0YYQG8k6QMtiN5ZI18LikW1qV9741x4ee6vti8ONHVvVGNAakB7K33bVJwm45zYtCMfTCXiAeBEWgBEi8QVr0aqlOKvuUcuv/raXmBxYXH9gmDutx3L68nLtuoXtkJkU/Q7Vy52LD9mUTCdK5nzDThrqKU4EE2gdyvoSq0oq70FmNkHtV0H/NtUnglK7On0XCxmMkDttq8fbtrafuaDrGYleONqvs0DkF5rnRO/Mr/c4ONOhJ9/G2mWhSl+kgEXG3SK5CIjeY0mFaglOCFJSC0alLDy2ThVfJ8iijmFrNMIe7p3bVLc5ieOvpYROCvHMyEZRYCRn/L81WfqKr9avUp8BNB8JzZ7kVFeq3z3dvFHo1S2DHfVgWICiujNUx9dfujQ1vkG96uzJl1j5RiuVA8YUv6EUGWXZ9e3NNjnb2YpXsJEZk4CPvfJW8taI3PRv2prGPCpe793a37u5IZBbQ/GG7osgiovh/34OgsB1YYYsHN3F5vh2vCNYFLOU2KspHWZ4F6tnNVJrZgBdG+Ji6HKQkENMjSYP5M5BwL0ExhA1MA1xjETiOzRoerWVmQmVM1MLPAUP9DmTKaUP3frXvrAPzNk3d0bas4KM9aiwiE1bsBfvilBg0AMiNdxjxzSuq4M00duR0p/WLJfeV7BpWuB/p9zOwXkrdNa/Dh7xrVjp+Gqj4H0IgauCjCtqCkN8OaBI5uC07bKok1SjBpXny1eRyTJJim2AIY9ctvmVJOXAh8wV/LvLwXYN8rv9CH5ArorLd0HtJzk8WX+QBI8Wr5VXWnWU1NxqkyAsiQLuTwqAb616jwhAxKAkXwJETNqTEeWYb+aVybpSE7Fl6ADo9rlEkRg8QIacpRr/bQigXcuCSVYfvHupzagLdVdN6z/OH6GHnj6hlNV0LgOEHW5VKIPqw3t7IpYpIUti0lnz935p4Gdd3z/ORSaPMFshGJbjcCFxUNd5IUu+Uf1X/swfCvgznxS5HRldOzHJbO1pbhcaSWT5VGJ3k4oLMZtA0OXrm60eQv/OFdlahpmj6ErY1fXNCk9T9WAHqYkinw5XfP5diR12qkP/GkltqVVOVuTuTMbbp28UZFMB3zWqXjzb5+5+ocP3U8Prb0+lxbGod0ImQf5ddL7qCl+tqp1aDyl2lisQLpxyzZt5O1VFjd4QjSuHCprxOHFx4r3/dXKaEy37ODxtq/06A2nMiMPypohG8Zl5nTl2PRKd6fcMFiXuiFs9hIja2Rc4n1acS6bY9VeC6zVOdtN1VTLcPdmZ5rJtv11Yq4CFCxaedf+e1J0YWlZLiIFHMXLC1mP2iG3eGrTfi1mUHK6h4HWgOSlNjo/LSWGfi1PF8wregqjUCCHFSpktkxXTbCC0Bm4wlpGYVZoMwzfomny/26CcOJUuwMt4CoLSJRD0WcjbiXT5FFrJ6PTASgNyFoTVo4yhpIinWjE72xSmRGhXO2eE3J1hlzl/H3Fizcuz9ab2O1tnuxYbJwt3/TPXV8GYABAVA6gdA6pEsdNR9bZdXF9TMrqlVpqTXB7HZpf5QJ3NHl+G129x+Q8nwaxZmnQwU5YHFpALStN/um808MmcwVgHzqdLHgr4Ph1/yGjlsoJvwDWVoD0nZLNnY7nrRShlH0Wp+wy1DIkVoU7ynyGQkSRh5jswDZ0/G5HOdEGvGSGfn3dPBnvu0MCbnArC8CVDwDv4UHLpOUroD9j4haPyHWjcC2AAdscHdvZv18oNzWjT90uPecXGpSMz0oGL7KvldPDSEVL1OiyaLWoxkFiR5usVjeFeHU4nPTyeR8iR6o0CgPdNkDGy+1PPYa5Gs6/HlhdOytYdU1QPk7WcjCrA1UZttfcGsQWCoNbVcxGtS4nnpG8+Vw1U04VQIJbR8KAYsuR/bqBxvT1VIZ3FV10LLrM8UWFWmn1NCyUZFtCppQSU8M+rNH71BVEAy5VtMbNsOr9dyIrAhLX4zGR+dr+CvCCdN6gN19hjHQTR6/z/ysAe4Eftw78Af8NNxVl7kBPKq4/oHu1UGODUksXdrhf+lFOer9e6HyqfQgMhnnnJrNHu7S6QJGLKhqea5QUsGPz9nsRyBXPvPX+yikDIPcCHVtRHEEtfTZjG9mKgrbqijKsJOJdNRZPzbTjm77Ird+Hn9kkfPGSACzoiDRCK/NOkz5tNDGBYl1L/Sf/8qPcD04Dk7FtWlDd5JqdrWQRAyvW3Lm8JHM4GwHitaLFEhnNERBJCuUVAN3shWZz/GmdReOl5eCLD0cdracqwVezxm2PHlO6Fv/+HuvWBi/aTRbKO/0xtKUTsevdS9IFX590+34gAnfUbhqiv6dr4AK3BRaV02dL96qV+//rMxOqtrtK8eaTPzbP8nZL48jJ3HoJxwFjICt522AeL5uK4aEdpe3azIkN3TrSFM4xqFaBYSaZLmF0DtAYMjiensz5IfsuLdt4jz73kRzMYWS15rLbA2xFYOit6rqWF/eP/OJi86PeNy8EzQaF5mym0EVW35/Tf+Le7MvTjd0K3Q4oNsma6k3IjUhLGzC2OisN+5xJcY2v329rbucZan/3vi2mq9M0XFwzcqmzk+adalBfeZ87vRUFhBibmnXhbXe5alqdkla3DpvtpCZJk3BkYe/XD+ffrDzg3STdHR/aPBRix37yp6Pl++IIpG5rql1ZvLpWUSJOjaEaFe3tTXsaQudGII5Tbu7HFhJ2OhqkLw/Olx+s3kivi5eTMCtkBS+CJcsQr1znoEoEKwqUVkXVa81KBbaWjKsxKl+v7LqrEV5ORqayJSqZrOQpGcYRcH1VND3WDdlbu+o34ezK6BvBJhKMUrhri7F0jaldDMKZFX9Dy7bdDeb8LBGcT6M8kJdggTZxiWbRikCAAAAyAPncHQRL4/XbKpkikyezAEZhtfR6XmFXoiWYMXIn2FT/Xs9r5+acZqHM1637VYYO693f3LO+kmZz2pnp5LLMK8PrJiWWNRtRGzQBQvtqiltVTSk+NCfKuALBbdiuxoaYSj0VjyvQslmHEJKgqaG8Ho7nBbZUaKvRxXMradFZIq8jpwjs+8yh/wbMbwLvHuxdA+aAwa6fMqEWVE+l6TWO7txXv/ZOnNqMVT3ujJQ7t6pQUxTfhZbjlMspvzwTrza2fOYLrndeTm7IQpUj/AavOS0w1bxOLLN5waUFJqrAHW6Li0h9kOhD6TjrJjybu9s2y1fH/OU6RYOKGX8vD+IlvRKPhDesGk13o1uaXisl061M0MzwoqxwweQYAmzuaDE0t1y+soIbdan52XApIqvUOKAdvOugymsXLl1+8Vp5mI+LGmq1QOJJFrnmh0dzIZMGv2fINBAsX0lUzT7cMuRUhqW3v7WkQXp6oearAPcF5ep2rbyK/Bb4H8D2M28oV65fTjOw8RqdN1p9Mdf5wux/JEGO1oI5fMiyQAsN6ex1PypXswqtLQHasVyo6sdBB/P0vp4n667+BuCOpa5LXBxhAxn0uRzaRVU6gIE70MYmteNh5T8utBMnFZ/Oov1PQzcbfO6jd37l+APqwL/ebIZcLdYdLR1bBh7RDfS5ZhQB9xH3L7fcAasEzXcez5GbBvr70oiYLqdAorompFCWrcazayjQyMKr8D0q9dmKVUgsiKXqRrFIEpz+6iWEghuuzltcvqZPLTe7HtWjUeFHNZD/nz9aemX587c2fzH1jU8pH/1D+Lr2bLTeDvzjIWg+Dz5l08yojnM9ZZG+s/ZC8/c7fnCrHHg1sv8BN880/u87Y1UEaXJtiiczHwN0zUY6zBWgcQyOAl96CVhT01/e2Ym+vaaqqjZ8+qJOJElIcAI6VqP2Naj3DKmwceI4sddrveqvQTCmoKlisbZjkwMRoVKhJO61/f2lCZwpRVs1KLUhFltBEtWcPN/89JaGVXn1gw1Ll95XE8s+aT1SsaYkLOPfqCh2D+64c3NreWIyt2nog/PzXj+hc7jeZi2NjZT9kfpHf3fUrR+ig081aYVI2p4iyJ0Ptr1b5Ftbq2MXN9q21Zl7hqTZ7MGDw3Vbh+oPNSYnQzpOY6kB39/d+/TJ6LlrS6114gt3Wu95pSxDBbt5uXR6rcSqOnjL3ORNDLJASiNR+KjHgFxaYP0JRHBBbVIqyiPxG0KkwoJmxY5Wlam1+8b17EgoaTECNp2pUqRH3rm088lP/Ue10k7Fdh8FgxfAqWtAIiGoVYCjs22ooXfj9eWFD5c2f/fJvLIiL9zAf/URB/GW333JCjyw+sSvd6x6lcY9qVCitJY1U7RHWxAkzo9XDwv6DaCnHTUddeytxkbirs3P9GX/caJccLaB5JLapwgWMs3ObS6rGAquNUcEFdagPoSmM1wCcvzy70+fOLGuMihnWsoDLjn3HgUTFOh2pef9HhXkZqWgqN0vZR/XaWHU7en2arqdKVkTHps14vmYSo7OVVgQ0drUeRSyO+jARnj3w30eM5me/YAFKupuiT4Dj93qTLyq50E/IItAeMVfZ0nX71eOqbccKiyNrjZsb8m+HBT6GIuvK3NJ0hALiqSE368TRZmaUP9rJfTGgi/w0tClYPKloPpgnS6fjF0PE5V5MQmBKyTIyNJjh9CPuod3GHcGNxKnZ/xxKr2RLKkBnj/ljwPIwNGeycUacGNShJkHbnmyPUYUq/m3SByV7EUcZsR8WADbzN3ZCnDj38e668TJeVq2q/A6A511GfdZIFLubDHwk5xKlzktlLky8g2XYYvdAv51aztXy5QF6UQG5gUiKUh2reqRQTSfw9tIVYnUvetJacd87zT8DXmC/kRq65wV2obSSSO5Xzlz+OzMZDZFLCVaMcNXKifLdMmtVz1m6K/H9DOb7NPvTAnKIqYTTaY9MiU3bWnCth7Zc2dfowNe+tLc6Is/n4bPL3FcPbB9P2DYqtH3NA3w/lVGe+nVW1b+cAxzfuenZUTLUfLAFd/fn9l94uzrd3fTZmefGqXyeiBDkp1UOVuha2urxZpsRFR2SGH3Kr4ZB1587Xe4mq5mBV6STHqgZRfAzQIbBZCglYc8LPE4ugIAeFYtnmL7C5t39mNoXWkizqjYbpunvW0YB0dyb3Ldji88QhH5H5r/1/77P1a/33ijRXvSgB1H5/5PbfrkfBb/OZy4PDRCDvrArTvYe6ZalMvFcoP6ain54xiSt+BpXCVOwPBSQpQ/Axb/fKAThjujV3vj4hRvmWkw7p00Js/medGt11HHOQ6+mn60T4c6sX+cIsihztYeoiMFXb64CjBlSNSsZIq8UqPq3HLwW5sqL2fimwUxnZYZfONiGLnFyL08VffkgdKHiw6HQrfFAElAebqIs4zfLMo8bYyUUEr2Dh79/q+/Ko6HyLHRAady8mopOTtZaEDd6tb2aPGHpGK2OLYTOvxVSPi1MC7B1saGhruf2BclHRC7Ee/VhEOiyJkMenF7u7Pf7J68unLHziYAYYtlAr955uzHlydIcEKslcsFk7keUotSSug70p+eTy8UNxS0rCRpxiwaldg3uh1pmDJY0qVA4WYMjoZAix62OjRmiz5OSDOL2Q6DCRP5FbEWSJLmeg0Z582YwnDQKAD5ygRZzgIwDsg1WfuDxiN37hXi6DwAeYasax+vQRcqWJuxwNvUpVrto+O1AmHd6UAbG9544Inqd/4Q5/OXlnO9it7t5rosPXmZYFipbgjoXPfpi3vzkrsLBZREcfXSUkUQcyJE1g20Wabp+lt91/5x2exVIY6Gmes3zZtb73nsNhCzOp314YnZ82cuBqdXXLvVRJkngmmfVlVYLfFgrR9y3AVjWk65G4hW7Tg+3Lu8kVRYgADLJ2rFMgYvJOVMQUphNZNK9LUfcHVjwLUMHV4TgHLjfVKpQb6k7kh9Waudm3ODLDaCZWU1qfsxfXkPXL/eYb2pYGJt+iq4SFWJWm42q9zZGy8m0xsJZ5V1WI0rWW1icfnrb3zNylyT54Hz2QSRzs+vSsqiCHLQXhj7/tPdZyxdq4pWgAiTG6Kpo60CpsViLh4uQDDEK/jsyLjAqgm1LARLF//rh7pAbLRG6eXc+NmoHxBrYHqN0QhKtoLCFpWHUTFaU4Ne3ZS3WGsgJawsapXC7Y2Af4K3SMnRXMAMKz47WG/mVQhZoasMNFWm250elSi+tsHe2lV/aL/9+FR5LlTCZdPBXj2Vgs4f8cXajVciZSxUmbWP6os2WbTMxgZTwGhSXdDmFFcMX31Dk9Vh+i5g9CO3JZKqakDYX61AkD5RGVEPbpWk/DY4JkOdPAyiP2v609klX5Ho0jkakaw/lbxJSs2R6d06i91SaAbBO9o4vCt64+d0cenDH7Z/pX057h2mwUqKmGYnKkISp23dTpE1FxGVrDDZq4EVDokAKm0R69TjZK3KkrLOgA/u1m/9NMbuSORFT+KulHKOyhsV5Czbi2rXV8pAWVRbuHJMgeJykFgaPsTkyrLAe8RkQmvp7RUXzUXGfbHd6Ls7t//jL1TUzagLFAzfoCuejlbPl3unrL8rXEhrwEyNpiMVsEpWKJHusOqbtXOnCGSOhkyNYlELWQZNPkG5UFO8Z/7G/njZAC+bqPRiUsaT9UP+stit9XiTU3slQWOK5nkcB/sP6YUQO3LJb4Xpdcwk+8taI5LOCY/c3xNFOcVhfPn8fFu3hpug0BaJfmPC2NqEB5bbHjbaNfXJG/5yidfXgWVNm2JjoRkkatbG7333q3sGHqycfhvYuN6sj2+83qkBpSCmyK3OZXz6BrSHhS7KcumK+OGD3q3BeMkJiDFIk0OgigpprR8m3DZDbqxYKjTW+XTuzuVAuKvXGM3n5BI12K6utA4G312MxMIGhDEbfFYtcX4p3+hry41HNwLjWoeGpHiKpYUCBCKy1aykjexcUQ6vArQMbR6G9G5VK2qbyOG1InNruzOZS6/RaEHQHmnErkXpTkATg8vihHKtyAoCpFBIZifgutXuqB/AFpVMt7u/SoT/GFR3msV7TcUzq7pKRkBx/BuH+BVrPnjacz7Quo+O6FVnU8M6YEVG7whkIkbQ2CLr1ehyUWsxDYqRKsmzUduOHjqjNm3KV1m9lfDssHTC26J//u3Zzno10aQgAyHbUEfftuFe7y22dsvi3HgJCtebCcfdQ/MnZpgaoHXrg7GkxBVvMTbXSrVzYu1RdGBDSKHRcrV4U26RkgUxV4FEraPIqOw21Omreil2epqMekJ1UVCqVrEycegocH4veu4fErnVht9cqtdywIsgOMgfnqi+mS4ADSp0zUFp78ievNnwTYUPW58bn33ya/vePEbTi7LvyAPFqDm29jHbZnX4mqdePXvr91Q35kNUNq/eC+9yiFtQoIOQm5o0r2i3ZCShFl5lAFE7aLx+dhIsV8BmDpYFMZnOz4vmekeKrUrrqd0Du5T5QFKGdlnI/5yIyR5Jk6ETgsEOkXGohiNqvkr7vJ72ntse+Pon33jvQvrsiRktqE3xl3PVdtRXC5V2eiwNzkav08ykMogunZ4D1YebXWOz6deFGgoBB30aON+Zu/nOTCS101F947VKGJLrBsd/9J+Dnq5IAr8cqIpAujBgsbC34LPvRjBT/N2cOEOX7pDbFFp8pKlbktjKat7jVRIJvFAq1/n2BLmc2VRH1O+6GpFuMQu8RWv75d9Kn74tyqQn+FR3i8+lwmrqyFpgDbHXP9VNfn6HkD5bXmrv2LLlVvXEX4uZbnzBIlulabqsVoKWeG12YaM2W+h4oG97i/LEZZ4WJva2OPKC+S+nooAs2++w3ber29XMyiqiHqv8C04QLyP3fwa4nudtA6rCx3A1DEIKNENUtUjSLdVWY6InJOuk4IYMiNTqA00Gjs9mFjuEc1KotnDpj4xsYlroUiEIVvTKJ+mv9LifdivYbubSYknWdmoQGa6LA+Vs+o28agFS7vVgX/4E9urp3FQG6dj3WR+GPwJde0X0HHuqMPwUvl+fapku8JfsAmcRqFZBsxBzZd65XYdcNxbnWFst/t6ZhG+fibgMK8NRQ73m0jLf+/VPFnc7i586W7nb1rrD7v+rH7GXVHYtJUCc21RZifMxwnb7Km3R6kA2tLyByVQ3mrVrer/41snmMqn4+99sB6ZR8TRzQjDJYFKitML6BKPqCVYXW7GPut3HTzp6Ox56duFYBqjmEPmRzS2zS7ViG3jXkc3nskACBCni3M1z0cwy0mEops3alZXATodFWq5Nh+S9wzofXP14A7ocnzZA9R4g6wS71dtamtwsv5haLyf1iCtIB7s83nRejM/FW7brGzsQdZNDyQsmWL5UFsDlyE63db5W4lnVJo2AlblEBlSbje2DYGBCkVfxLp1a1MuYnuJaoa2YoWRUMj344oeTWYB1DfoAXJf82Qe2w80hpcE1FwBvXCtl9Oj2Oj/nJhKACV1qkRe2AgevE02wYvZNpuQCgPoWn75D834wn+cixVyWXeH2PrV7GNNW8lL33XvEBPHWBxuDHQjkkOM345nuvk+3ttU9stfs8DQrlQvdJs8MmLC1r9+4affZcokwEWHQmm8Qhq+T2SdVsIgpni/MbYJRXocNyrXlJTGOWh54zOfavnN0dP3kuaX1iCASqPeAty1HK1ltLpb9/CeNfw9n/ZMWltViH08p+umCAbMus1gZevumqGuZLV2cJYaPZEed8C173wqFW69WbX09v16bthio3c84id8mjZRRfuDhtdPzX2y6idWt9zbD70CY9jcaIyGt5cUD9+rtY9Cl9oPxnJRdCwcB7dYW+/xHsyQNNw41xccXmDJRTkV6BjblIlE6SSAgdgcvRDcCuk7nS/8K4jgGFGpJsVQnKQpGDULJRopndTp7u4XV6S2iIFSXiXrWNwVkRIKmczTAZOG1/aWmXbsafGKacUlI0ly3C09PRtLLONiqADdIeWw9p08FIJzqMACj5QrBiYgkydBx5fDe1FpNIa3ycV4MJYjP3mVeIjR1mJigGHGh4Dr8OkLp21K5VA0pySaDdHktYt++j1mKxbm0t64H8u5YC6B4PT6Xk1r0wF3Cjg+bbvcplpwb3FqsqBQtA5ir0+kYWq1kZ1U3OR07qHp4L8NeWgJudbI5YbVGzNSKw+rk1XEAtmn7ADK5xwKGFt9ccm+rN6JOd3gl32Bi7ugG+m3dHrdGl6gwKJpXG8yZhs3qIgKX0wvIzk/XmTexf/lDEgIlEyOTYLZqrBY4QI/bIxv2DkZpbqFWKThHQvCYUj/pPVMtEvc+fE67IgJXr8Xy9iTcGtHOMlvGpao1jbh4LgwNXa/gMio1w6xetdsoXjpkb8i7Nb8cKW+7H2xr+rRc9+0dy4e+yM5+eYL4lW/b3Aov8pQlUX6aH0oN/95Sp7Rsxu5r+sMDbeJb364qDV2ns7Xh7Xbk48xKlpO9ntnVIgBK9m3KdCJR9+PmK69MahFWt8NMrNXKl1K2Hkt5ehV2KFu26mPn1lDIwjtli97FA+mZgOVr3/jdVicKB34o3XVVXi7xK6yiCmjkOSyFoYB3p0xCghiLQJ+M1z0Cz/73xjsJcxirqPt8txNCWwBsg8jt71+Fx+aReBBHu21tikh21i9rOJVak+Ti+ugiYWjsbbZNhE1/W6lTAvGHGjqCTHmOBumwX09J+Qyj4iINAD7NpwEAsIuKLy9P3dWDe3jGaOmjQLcJS8bKqR65KrXgabiiIRCbWZmtlFiNnGPgu4yVEwmxX8UJqLIMAABqdBsstbbNF5XELbJx7MRa0z69dJZhF5YSIznPY21cjrSvRUztmjXvps1YeUWnJ6eic86VgQp7lBevwuO7Ac0/2BwHqqogDFOlZEAbLIHaVjDntOI+8Rq+/pTuE96jdVY1MTr6GqmCbEp+5ELOt9V9l6vZPtBkIwSjA9MQ4rZcQ3DXIeL8zQJtiIXCOlceRkBIUx6tSd/g6rMszbEZTE2VIWifE28aHtxrayxrgEszlcv/CuuVqi3DTZ54MhwSpqYLwSL13YjhoJ0fDYPuqmPsOW77Yy5hj2r92HI1wQ+lkMlr4p93KaOHaj+/tgo2YJViGt/1eey5aA3ZTFvR7Iuqxp9B5/9dduvqnPW167l3t/3E+a33g4qLAGGSFr7JHFY1Vz8GO+/Sx3L6N8qq4oVIeYGsbmo2geD4yWnYgOrMiqV3ppXqKgqznkYkODnDQBIKSL966uFWs5iMCxeOLzcZBQBmLiWqe0Xbm2BVW2P6TB0cAPFaA5IHMfjcV74z6qtrzdOqkimNcxJbtVSpNAAwF8j1B28o14U0ZLAgOrBwM87xlLgXBC8okf1myaVT6+1EIWnB6/RHUPc31WGkV1tpbzxwOz37jfPSerQ8eWn4E49mj13s278XNDpjlQ7nFjGvyPChoBxgubKmVW/LGhU45KuVMGvfppzJY2oywQ4FAEXzfJN/SvZtFzKkslizkNUCW2m8Rd7dqdMrhAwbkq/BOkISTqvQNf+kY/uOvmd2RV6aWyrmbGC81YCdHVOZjcJYXMzxNFEm1Gpdsy+zmnU0Om3de1sIRawUK1QrlXAgY23koTJez1LrJbEs4lBSaL0X2d6jtgKGETes3mmYeX2qKBe+c4f+m3+ruS0Imk8HDHptlK7kVzLhzSWrYXDxbMJ++0THA4HS5zCpJvllyS96ospZ3Ty8U+9DZo5nrqt3H8QPsHAeeW9ZScyvg80H1abGDrzy1U9BH/mat9p7IfZ/Htb5Q6sCFF45ul3tcTGBCvpynqts3gRcbc2PAtR32YYMdMdD+qGFzjcfveuK+wx8cozAjEwPJU2lARXgGBxUi/mhHPJ6NlVXr65RdO38kq7RRylYYgPz1EsqN15eYFqdlvkCVryek40VKlHzDXZ8+Zu7wFPfBDbelGZREUcQlTrjhUC1FqyULTWxDhnCwBSlPq8moWOAh5eysqbqwi0GsnUF7C0BjDYDnXSgWZUsAXruqjoCDutMZA6bQlaCZJq6rKoOqMUGFZhLI7/Yp5idzx1LFaoy3NJq89iatSyzY8D1+rn4LENo1QBLaHvsDoM59yYLXp2M++pQi4tq1fNtFp1OQVFlvlASNzWgoWV2sE1zfJI6vIO/uADssOHTJDDQZufAIm/Xs3d1WG7KTVZk1pGrRfI3slksj1QdSrUej70b1LcimiEgNRuWsvgyIAlE2YhUgrdubMYc6V+AWwT5Ri5ahKNKSArzOSFFmwELxSP+kBlu08lQE65txjZ37bKAl0G4b2jbnqXE9RYTImIJEmgVC6PLi6kk2+FoOREqCmSJSDBMNLZzi3PdgC9G0CyYRCm1FcicgnKfhhUx3ugWmxuBop1EdJI6w9rTYNGzu6EpvL4YLYaC1WCYExF5K03HzRiHswEIW+E8a4U0iUHbDxyhdFdNtdDCDeg8yPc76/lM1vnCzW830pe4lYVImLr0YUe2mtrN64/1t5tvn0xsWFQQ12YX7mcgW5KbvEbNieZO4D0SBh2yTQzJ5rpuGFmq8qdp2V2vSWcFYjlAA7DMsKpirZzK8zCu1+MaoebmfTlnpbnBODS0ox2kp5ZZPJ11i5mFKg4KdIvEnoKLHogrGYwDm3ze3hZGyd24UJqYidDKNXY904gY/EWqxEOoUObFvCSrXIDibWL+AbuMUhwSzddMmEwK+PsCkyGkXpNWiSpo2dPWAOQcHAqizZuGXIN7TxcfPqo2pJ2dqeuvaOuGgtcnzJgQ7jjMxrw9aYbv1S1+eJqqCVRRvv/xwZurRBpROp/6FPnaWVtvHRaLFpHGVpNzhRbVmdnI1oG/vCgiHbKo2qrOv/6YLE9DoZc5EkFzPslRgPQhJNFUX3f6oa2NpcTarxdzJtEqlQgAuTQhdCqARYq70951coPNlIK36FrYpKxq0g1YEEebI7KW2aLBXsywjFTS2hR5P1lSiauwxU4UcVxqP6hOAFKZanzkNwfyt7ru/fvXSMj84i//VAVPe9RZDnISZKRCgnazj3MR8Bu/CBq+keEmp150vnzn76emsN/kX1efpt6bj1q/OE29m194L7Zt808LKgdwloNvxni9n2dV8qyNNVrVt6On/vxq/18LnPTTgbH1DNro12FqXzkbCEDLORTWXx6R7dvJ6FlJA0nU7AdTsPHMs3e/xWTa30QErdHtqistLy8UISOCVUuVg1/r4A+4/CfKuhmKb9PGT4bab/NO/3VF7bHaNLI6z/ksaNIBnbieVMH4Ti/0sRlTxaXPPvllYeqv4Nwp9gYOcmwqyyv0CvOOowyLFQtX79I0Z1Tqig2PU5kU1b5PYVrSoCjKrMH1tEeW10ZKHiOVr2zkD1r7zE0dCvXGrnmrbqsn4zZVMXTtanBsOZx1oNtrdY4tCmKK5k5WIBTxPGlteD5ydWl90gnBH82JChkdsGDXRdKLOIc0xNQUbPzSXnBd4OmCEU73OXAlIG6kcBjRbdNQYJJAu4Cri9LXernLK5BBK5st8n6lvqpmYE6z39NE0OAox5tae8N/f5naa8m+WWw7WA+c2IhlBOtmnQAC66+sue6uk4touSwqCBm4f4sT8bw6it21W8WGQwvn1ndChSRbf01St2vlpFbWaK0uxJNS1GVHQBuk6dkN4jJgnxXLUNTweAv1t7XOtDxLF6a4ZTULWD4jfvRvmjEaeFWynQaND1noU9FKVakqYKjAGmHQo3JVyVJQY8rKiXfYmgZAHk1q7hIzseQUasZTq0CU4LJ5Vs/x3W4hW60COmCPzCsMqtcD0kpi2Ssp+w9sUgeZhKwccHtABXGdFfu+s/P/Lp/TJaTsCWZLOVPu9YaUePnmJesjOdM/F5K/+m/8+r/Vb2B4g2X+g3Ru6+lP+mo/iii7/vd/JOOsRL4RRLyJOn2uHAspFI44X1TgOo3Il1k2V9W3NQsTAaipyYYmDIhe2+uynp8ZvmNTYTU/LPIvXAzZpKR/seC2t5PVOUhpM1gxQ61GyOgeqHNQa2/wDVURLoS8MUdUpQxLa+MRba6KCjxVUXNhDuA+bTn8X3ebU0jprY9WEIWI4KhqsVqBMWgAAM0tvrGlKhKjvmWOvZund0qZj5a1r94c7trU1n2XGTsP+Lz3hPZATc4ra799fui+hwyr9C1dnSMgs3y2AFaaHIqobNoyHfPI7NpXD3e9cC1rOrSzwMNuR1+hWzc7Upb4qv2Ovtmr0S0sUok1enaqCy+Q7yvRdSH75ECxHlRsWknzVub+oHKL2axYCheV2VkPB4QTxYKCL9FmheblPHEIkf+dWrlTA1ks3nEaNCiZQ2YyM7JYZAU9WOXlarrKmQBhdKEW4cBGBaQFsh2HQd9mZzTpMzmbIHdjCtT4zlYzinBxiOn8wfcza5nw23OypiCDgEs2wk36teJGk3X/eHyMqUvkSWTy3odg63+90jiRKQLK+72ny/M3MV6/uyl8c5wlXY67O9BfO/RRTFy5QI2fAeDU1Zf99Q6t4l3dpse+rgDe1lnMuvWxeDIPsbX1OP7B+Vrv5l4rs777D389Hc3StWzL335yOv2Vc39hVusF4JVx+d6WjWDG2e6fq0m+xuGt2/sjL80Ei5R8v6X6/Ii+Q7H26prGq7LzIknkHN90+I+nlTFqTwMSh80X1yvyeomCFMObQPCFd8pZF0GIpbGAVwYwmeGjedV9vTvsWlyxbtKpLpQaVDWbCZi7isTtLe0q79bOcf/M+NsqoNNpMeVUOhislIsdrR1tidvNwmn50ru2dvDerfzt7nuO2y/+JhVLjbO+T7U6f/Xn+FHZtM2n/n2MaJeNm2HU4GneKBaXJW4uVwUA+Uf1TtwCGPbskV+eJmhffVtD7yfaAAJcv3TVvGOoXUvo0cjsGFGMcPc2ie+sq7ytYp0odLUDsRSs3+Gug9qt7obImyNHH5Jfu/5xTqPQTiL1/bbgh0nAYjWoUInK5i8nPA/dHX77ulqJffvOHt1dm+XyQua3E8MWOx/JjKiVtxwyzl7x4DyTlhhZD9VIUaEgWa4s1UO3f2/z/bqhXIVMOZRlw8LVuWL0Rg6sFaeSHORAssnAcENPdoUjI+fTBj3N4hXfkdrItkHxvUPS87+XpU7YkGahOpqQVTYXSAzqzZ2QVMtTPJIayWuP7rblbd3G6TmLwWGSFMUyHUtW+2WCM4mrnI6IYG2suCJnKwr24ZbsqVNjq5ipubu7s/mm1952rdm6Qd2reuE9DQDUpWzXJjK+Q3E95OwL9l13XIq6fuaqTao//5fkeKHyCVV3t+/Ko/QDT7/3X6oObIXd39o4D/05b9VF2c/1XTnlAdj0ujaSKHobTJqiyPsZrwtXmDFXW2v9RNmfrLR/6zPyxaSyQ/nDl5f3t/hPTNAkZEyVVu8wYpN87XiOvMvkbCIFlQVVmwmajIcDyl47tJpSzwPBQhTjcReOlwEwT4rcX77zpc/d65tbQstLsz84UD3v5xBDX9vWjcqxfBbmKngiB2hBO8ZdS5ILBWY6am35wte+un9bsd5YWF+X2fKezhoyOh68XB3efURBa1N0meKpcjVTRWWFVxeOlNVOvBDKuczQayWEOX3VdaBtchJxtg6Rq6uiCW20Ny+/NbXjNg8tNyylCeLMhwMK3RdbLWeT+MgyUDMKszgSBYpPPdPwEJv3ZxWrpbIaj6EFeS4rW82Yg+A/r0LSlO5TNuZSkQNrpTu8mnKtMj8m9Q23QUCRUmtve3x/BQN/8/4VGwRuc4P1rZKq3mAGGP+yyeB151ikskBWpGoZs7LbG3YFne9WT3Xd6TEfXxtnGNwIpsuFVDA77N4r7/rzBP6RfPwpF3W29/EfHAJSXAQI9jquJlZgg0Y+cXaWBFs3/dhkNRUzkcSvi1p1oc2cKW6ul1gaoN0QJ6deu2J/5gFoMzY3G1VTtMeMXg0hUyn81k81z4/n1/KpuxwUVi1a7vUmV4MAnoJerdv42196YokVcKvvSMM7438nymHoActipoR0m4EYh72zBnrqFXmKNWIeWJcTOP0WJ/1c3NVhK7vAK1XJnM24MZxrtA/w1vZjrxQEvUjbk3lVlAteR+QFAfx6XOUdK0APPMUhdPGDUVyCFqq8COAhJgVVh5SKnhlqUmn1iIJQXI1TRgtsNHQ0hhmhIfVZTsjVGOOzoLORvXnX1ju7nbfeQl8cM4Kqk9cMn9HWHzSWw9G1O0DfZQF7Fc4xoQQOmC0INgR6n1IZdtfLH3q2zI2voThixaB0MvPaZePd2xoe/toRY4YQVPCFa1WvjbVh5GwoP9Siq1FctxfI4F0WD25GnPkif3X8ZNJBr6UM5PtrzsFmYoHM2QraqoB1aOGovwjYXNt7Gsma3m588Mv7/RZ65ifnBvc3HXtXSjiCfS1mNpxds2MkW+WxNC4TVdqS0XnF/GrZVEEuV068+e8Fp3PTbff2NQ9ZtfWdiC4fuCpSjM2kK+QjoiSgHLGSWNZp0E3p0rVy+Pjohwau+867n8lj9SCfGLARszTmlBudWF2BCqTZ8GmMzAtCA6z8kV1tyGtkm0Pca8XWclV/TafGe4UqKeiWGKTKivV4MQowdUoIZ5X+84thYV0S9qaFITUm9WxqOHfFLacQqPnu7f3rnm1Z/AeB5AdTsl4x8p9M1lADlXNIOpoGp6FkTrgiJ5ay22Y0x9cbhOsAfxi/eP8zYM9zAOfVnWwa8n1+atcK96sIiisNgLnucF1u8lrr43eKf5oiv+xLooX2acceifzdqSsWfQlDoLMbMKg136JSJKq1WZYLysABDM4QwLcPb6EaGtJ5YmV8TkOWV/WmgTqQmLUUwWSSXeFpFtFIhwYG7ZghMAZTKxkhU3xlI4KqEWQjsK5HSrtctktZ8LIg/HL77n8GRnO8Bzrw2Qce2EWiyOJamt+Ib+Rqtk3efnXa7i5H4yWFBuHFtfBSdVYJpQIVk7JSqRTZdN4iRQ2Ck8+BRDvPGYTYvEXDhRZnR8CaNLzVOvvBuz3//fnw6Wu2qpOg19DKbEDmfrh4XsK9u5vou9y1n15XzBfzllmDdYtqLVq0KujIOSDBy3fr6VBJmgcVD0rwMS07gOgTTPqdDs0/g6ltTS5Ls53guYZcJJrG5uKKQ3s6hlqYZ9/0b2wQuTBQ38HJWx26bme2qo5N8qIcQbxi835kaSLCNhn2pmSg5dD7/CmRFfky0NWs693/0P67vpBv4sW6o8BvHv/mkT8f/VFK/ho3tuB9p5ZbzoGsNY7qnFt3Psovsotr03V93sPf7kNMwCJh0lx/J5xRiXZPNrzY1fT/BMEFgGUFoTDgk7e7e+7c6a6dne1OWGKBpUtQxOAp6uOpv0+fhYGJGIAISAossV2zvTO70z1zu7vj3NPn/N9nwkCIfhOy2xEvhrgXhLDCdscd7NR1j5KQ7f7ysMvRt7chvRiann/lI8OT8sxrBv7k7zLdO5pZ0QRmwb79Y2T+Dfk9KuaKtwxKc5W6ZlCbWYvAHho1a6sspYridlaFtIkEPhpLc0YJqLfLMgwQXUyPjDhyVIUzuuq3cHGOLQtVcyRxu7ypUUXQ8MXIW6eFB55XOeTFtdkKzAsRR7PSVRR0OayNUFNbZXa+RpUZi1lMA52OgR4Lcv2dyY6td2K/Qb2G39xcBf7Wn3zzXD/r3GkVa2A83ztY6XjMCJ6zW9F8h7/MArUejq4DsBiQqxnniBJtaQ9d6Ns8BzrD8x/beyyRUlqia2VNzaM13ntR9v/ucMTOXR6wAAWajCRjTQ1CWEakEoKOkaHEnEjfIw3PZ9/D4psZouImr78f7u5vjlVEQjkjikuVT5qY9+sbXnl+/KkzT778zLtPfgPZ4Zp3L7pAsXMvUlibUW4Ffv6f6AtGNe3J2hhxBajFGVYuF9CDQ+FbUZMDTC5OcRyPcLCip/f0u59m9JP3fu3ZWik5oWPTxxI8FwZErLyhKU2x5FqsuXNzJJVZc68AAJcGLnOy7STVuFOsakfmYTD1DhO0wES3vdgF6rdWiWheVQYFyTW6r62GCUoiWNLBVTIWBT17rp6sYgJBqQZ3V6ugGMjLge09lua89CfxGIXhbfqKsYqtleXrSuKOhVm6sq+SFmf/+8teYw5a9+Ydt6XzHwSqJU9ouTxwDgnkEOh2DTU5B6BiwaJSASA36yxAANAHNDA95tpEUIGW/Mf33ngsGkdQ3ORw3iGUzc1t6DP5Vww5FrPvQNBT+VvBkIJkf/fK/BKfbYalvBgXAdLHLcJrnqrAiBz31u5RilfL3PNDujCgbYsVSRF5cyq0tbGeyzpEWbzN2BjPFLNckgQYviQrzifDKl+tS496p3NKubKxw3trEgEI3EMrCvWi3azwZ8mfXfX1rXM1/fgbKkv37PUAadfmS/FApCRTCfl3AuzTd1BtFa3gdOR4wedZ07mITz6JmjQSqdYYWb4q47CU8JiWV5AN29FbX/BWQ8JbEKnYejQiHWGDH125/bff9b55okstmzAJpb94W0eEDzfY3akW8RD1+eUrM1H17jt2fMsEtUKK1y9MI+rwwBoBNPCzWeAWizQhzJMKzU/Kta8RRKSGfV/C+sOgSYu3aeQ+T1JmFaxFgWBN3HBn24xPqm+7fe9uwz4+iQ3ZYCTtmQQi/y57S/xgi8DwtPjKFU35/1Zd32/0VlNA0SQQJIde3NISq1UJ9H+eeuFCrgQ0ntdz83pATyLgxbeU38hX2MPydmHlbj8+0Kb4IorMBsP+zJ9aDfcObb2/mDPe+mS2kIob0NlUvEZz19MsB8jyRcK0q3JA/dUNPD5vqr3TacN8kVQozra7mrgW8ep1lrX43KvB+ZtTQggwLY/qSliuURD2XVJFa8jBfUgWgqaL/H/tcbQHSiRdm0TIaLWtALubpTWfv8Ehz1o5GINuxrlWNYE3oMmFXC2kbpJCeQlsd7RXQmuz7usu2M43KNbWLDs1D1/ffvj7nlO162OHzfI9V9I7hw+PF9JStQwXWQM2dXjpKDSyH/ML5UpjmRUAOaHVZepQ5wSgHFF/lj/xPn45D+EoCtDznpVFUXyio+9wk9hWi+LJEkZYpLsGhZS/xZdfBrFpCKRYXg6ojihkvb059OknEj5Z+fz044f3vHNqrrmBrwoZiV+hkDubnux548xZEyDWSKjpm8n7Ng2milZNIXdJL02XmxKBNdqCT08vPHxQ9O9TegYSbR2EjBt0uX/esLy3Q/fLuuPue6InX1MvISQTiLz+q61bGf57OvGKWB+vvulJVDLwl5tLMMW9EuIbEHVPOFfiebFakSIqq7VWWpTuLRFTDEhBfHPLw6+/+9ptW3fcmLq4OdyrUnb04Ja0EqUxjcYp63AJ5697JTodQkcatsGCEEIx9Euu35rE/pNCwUC3mEJ7s0bFXlQwZEL+fSGUwtMKDb0Ks3JIJdZKTX20x0wHwuL4ZAjRlLeZSr9aBiRC9g59PQwCngLQ1iXrlqinhfKGEoVWCyJ88eLy7K479+SmxDrMe7sod9ZEJtiWiW8EwAP7U9uJ/YPnpn4YqjlUt10wTM/llKX/OwMiWr9aW+g4Sh3bAzyW9b1dQqLr9zcsXlJuRtyhLSfcgLuxNyuncnogp2gLzd+04o3a3F+Ps3vKE2dMe4DqaDTmr+X2Nij9DLpJD9MZcCrNXCnU8AK3Sa6e5eAPH1x/0YdxicWYWrtyM9TSoLx4ja1polUuhdJmHqgjIlENJ4UoxEqw0uWr5xe0Iw1oyZtjM1lQSCBZWCxRA1KIIxn4PpNG+sCIfOsdQdaavbqqAgWB8wtr8VRHF0DF0N5DR9gaq8sK4zEtV1ySaOFUJkFXkhuNdy9OX8CJAg4AQDRdkGSsgCYUwHbd0XZx9N+oyyK7lexsvq3gEJcu3VD1N9grymL6E0gxGy9zZ0pl3JCQY9S9TS1H+tq+NR8qZhRKe9HYUQCzzNkqn6mBjwP8rQqbBQEVlr4HYQ8Y4AlQaqQRXy59h1GzXM7ZQ9l6Yz9Dl0w9xnSOYERmibJp16P9r/zwZ/HpKVQt5CGdY6tVJaiRgci1H1KIWCv/2u7qW0tkI+Q4ZFOmZHfZuy58fLHn1wemV2419oveCFR2QIgZPs9pPtPnapgMErFloZwHWCARp4AMsU7Jl0HM1WqOBskKfK6jw9/QKsvnSJuEB6ttBUWOXSsN7nsAELjhyoXU0hLF42S6KGMoiZCpodmL02U6Dab83HwKkyo0z3x1D+qkxTH/pfeiWYzhD4kEmnHm1Wsqg8R+oZrbxwcXakp5HaPwhUDZxFXXb+SrlRpMQNlKoslIoASfjYLNFkGWAMYDeZZn2+pZOk9NeYp5sVCpEDW6+oUtbYH6J/7S3zkOu1CzdbATZ6NscbA7QyQWQqtNAknPdkuiQg5u7/BXxerQNZPD0LauSa2zonkIi9bK9ZCDbtYPPWgDoxc5JpMeay3BvEjoSWWi0XyQohun+K6WRplN1oMJxNUSCuAbBCHnoFawsXMBb6rVY5Yu6uNPk30thgKoUVXKctWMsi5Fgvi3//tLL39k+scbf9g71KbZ/rA/IuPSUwm/L7U8SyuT/mu1Iif47BSZyLl7Dm7BrmTdDxbXj9iayy0XgamGC2thPCFa+GzDTrJ+mNdonNCJGpxIjULVdqRK1cTHpqltmwwZ2uilUEAMVxCfWWOvJrPxwi2ZqvhFFOvq755dWRDWlvaajTWmwgNAMoIK1ldcotxwc6ulu5OL0L7MDQSH2XQsr9RIy/afNTyQL3GbBzLf/M/UnSPDglb5aowcO+sRyBgR27nfZMUzeaaaiZMUz5ejN7PsALrgztcis193TWX56rtTwPYmqVXIrNWgDMqJbII+md2dFQTjsX0DtuYW+8uzEwIAzhRqM4uLhmYjUrzeNOwgCvNCaRww9i2ekOW6n0J1az0vTJO/Twqf3YCveW0KrLJaq5pLNEDnZd6d9pufrhmZt6EwQygeW9Y9/YXhNCELZNuFWPxctb6RxD++DB4xVtaK+R4b7g7e2Lq5Gk4NP7OzdGUlz7DdYsEfMlEBWFaZxMp06Ss7LLJWy/Gxep+F+eKKd1EgatLbQslCEanXChgnFCDVHCUkqzy7R9v/wramn4xefhUq7qf5yFI2zKBavThWJpCPvzN8OZL9+9kFWgZwG9fzO3Z6UnTcvyRDqgupQjqXbbTTU0ezva07rB0KIpttu6+Lf7kgvE1aOP4fOpdCeOba2DUMTEgBw7fhu39JnaWQPEQrNQy+Ei6bJJgtIkoZxepKePMGjSeC7o/Vi0p1FZ/wx9wjCo3DZEkXViLzzGRni/vKQlOTdsCAzCwlQMzXI+GaRMCFPL9JCOwTSdwsVgCARweAyCrbbaiJy/D2dhGl01ZmonyPZYGFYUSOLULQiMMsFbM4pHWY2p7bqDv6haFdFcf0U1/Mg0QFGGpwPbSvohLGfzLZ+dMmlVN269+Jw+u0QblQ0aR2COXLnmWxWdAeps/rzi/zy7fneaaGzCl7ekTwFdPcvAESekhRGZwQAFoElCTT6fwlSqYNL2Y21WMe0JfKFrkqQYkTZqT9q3u7Nczf6etnkYGtslRmkagymbw4n760gqmlSmELdyNYtanE7dvWdwwMpM2cdG2JyXP7bl/35e8Orr57eYKtc2Jt+txZcKjJqqTRfGohke6TiGGXYN7N4MX6Bp5eZlB9FpWwQiFEBzC5hmSaW20+T1ovZiLlcickn60BJiDB8SVlbbp4/TSIZWUSpUoCnxcbN7bKjFxlyl9UGeu3Ej5lzWDfaTl00BxckN9q3yGZo22wZqBdO3415GobnL22slK8yaWxlFhOM4Cu30nA5QojyEsIgs8kYYwIlFHO1bHBtXG62FNHSmJ5VKvndCoH2rBK1FNlOrTGD39/JP7xWY3aFem06qJeVDQpLQvoBahFpfPv25OUJ9+8GedrFL20QJZSgeVYUk9l8kizypYqaY/c22KgMvFhqUHQVthMz//bKxTX5v/z2ronFChQqu8yOuernnmUq+cpcSYBQU0JALShOoCbdRcrkVsSR/uKO9/klGXanOsV6mo5YjKbsnmBmCGb+9aVPWs1psYDAAAAQk6NZtxROfjMgc6VpHyWqNaWCwpUnqmVZoJ+gUjBi2i2gf+fOY/Kqdb0m+0WxV//dTSRzkhy6Dv+WzpOc0d3o1iGDKSq30eI6xGeny3HTvkP78qIrdUPTgF3dkq1SgucDKAVTo4BHetscpzP5cNWlJBlBUFOpNN3HOptuTA+L0S4WCxYrUqGhgyy0WkpIsVvRau71tVejOjgHF/a5fa9m39a0t4GfknLF+je+CcrQVQwsXvjMnCpEwyk1lu4R9nlrfTBmxeVZoXhRIB7wlbKFSUF6SInlcbUcJO2eMMm3arJypTWbi4wMyuicFtJ8s6iuySiFSD7XL+mUELyOqeazpuaBLcWwwmMgqiSFCdhDa9z6mq4sBBJAyJaTmEIKX/9uX11NvUf7eYTl31/i0ViFDACM5+n6tsRDgnLHCdTJKkCKutaLPd1rcxS8TQjIKgkRse9cSnHe68n97/8dTpXu/XiPxvv24Gcrh/52eOf/eQvU023P6G6ORpPjbB2MWa/CEj+D73NxrpuCMb9NbBNKHvqYO/Pjy6qIEG3ur0i4/I4Y2zmrFpFNRaa/OtxuQTBZNgXiwvW3bua9ZwazBDP7XWqFPylm9lSTGnkPgsCpQT4mQr4WIh+gFM/V/OYAKp6ReIKrRGhUVaBctarE7hesM6NGnimmADQ3QcHj0cAXTMi5KLpWf5A24Yfzl8KryUrxnTbD9cXYdHkb5fyF05RxUDXJw+tHs/uSWb2/WOL/2JZWSXIBqE3VYhV1qT1GBGtlU2yzQYuAaCnFuVbVNuukC6aNWaPnbtICCpCVg/AZpBtkR1tcjoWr95dw+JucSlQqYtkWAWutXA7j11+CnRd5D4ZFRzeHZm9kL0YdnWr50TVRL2+ZcApgO3LC2lzQeToFHaaMtFEgHcjJz+P4BBC7hIslpYz66Xbmjpa3dA7/16QHaOrw7TRUN7vRBtc7KlSSuMVjzhp9yxQCpHWDXz9YNvmsvazYwE6W4XDZU7MpMVEjQDJmpjmCouM4HYaG8u7f3Cg8aMLD8asy9PcJYu+SzSkT46XfO7IZhYgGyz5RHTm1IXhNu3W+58IvXZleJvB5bRlFrPVYjzivz64rskSa75FnkjmCrherFcaevd1SueL8bUKB5ESRKRQ1Jo3SgRGXS4yEM9WC47GBgNqN0D1df2xuTjH+FtM0OgHN0x3HZCvrIBzsoY+az0l9JLxS3ZTf4Ng9AfuCl8R9ZJI0I9FUtdyqBFWp/N104BN/D8HnrgOabYR/hAiOeXxnwyWS3lJGzdgq3TQxPxBjdoJCj9P3ljlORrtoio1hFLVkIkZ2ENzOrtRw8rUnQieyYKa3MDOjfGcwGhy+pRMKkiu//oh7MPzwTVvE8BIUAjpb/uQAAEAAElEQVRjxK3Oxp//buOxM7ZdBwZQjFW8+cdyupBV9fkKq/3N1gW2cjU42mDVxTOC4R69uaNdbrJGVkEWY00aUQ+BKpxCe4v9Yki4slJHyfpxnfi+LfD9vfDO4OywvH7tFhDB0e7v/ICF8fr5vy8mC12bBDaH4bNbeZO+mipxpXwwWIF6tvTt3aBnovLPl/0kifGCBiznCK3OSaTJvhwp9+SLoZRP1lY4vREu/qmvoX/5r2zgtrZ7XM29uH/uvU0Lw921ytIqjPz2i6MTatddHyayN6oRPZmKsdJAqSopxuZdhkcOlY7fALcehk7csGwzy04ulivaZCTXpmxJpFfKAIESwI++rWp1maZXucT8dbmaDIXFQoFwT6/qXBw7nqpuIZFENtrMIFYW91XJWZC/r7ETzq7EeRMTyyqUxW/rlIQP+X0hQwHAMgcgLx89W5HJQpsGW45sXj0mvVWhzZJQOZopwrC0lkXkir7H7y399mNtt1395EEENyh3i9565f12p+Q+UQ84hzFuX4RZ3A7bVBC+g/obDOSqpbKju1XbLf7JKx/qHBKdoJZXw10aKcgYnEpHlq4dO3pUIqDaBFClKN7SbqxmU1M+tLHfmv/dVdwlGuiDogi2BZG/xdBpIXOFB7cJ0HCd/QwGn5DqyxgFtFvmI6W6zKRVS4sR6aZe/YvXiXuGpFaHebSi4ohEvS5g82JObZN4kw//+ktH3/sNxTG+/7cC8LWRrUZ+0D5DtF76f94NA+aVR7T1H1zp2dqd3mhXwTW+kG9vjt4iGUXGIAsSci/QKmLa/lMae/hCWmP+ftBX0cMzUTJBcFmIDxOAAmiW3Hln8IJExITqdIyHZYpW864D33j0sUGN80M2HGW2D86e9dfdSVkzMD6VYjGovXGzrWFLlaxU6sk8zEXd0VyqZtZnqyBu0UIijlFMZ6aqgI4wWK/Vr3lznTq+cD7SmFLoexyOku/Eyax6k6AGmnJ9gpSMOXK/7crbPtlpbDFLyuTSapECNMLdzeaaN2GzqNKZpBYnSyx1CpQgXPXJEz6dns4XQHhgg9WpLldIFoYbexuulaZryZRcjPJFtxrWjOj0lm12zChbDSZz9cAmu0KQXnc0EHPkrqY4BS+QtLbbDvaMaDFFqY6TNJIhkBwFV2Ee/nzx9ieHxbta4zTDgDlqizS+cc+xBTjuxymxcNapa7Sg7Eowz4OOBuHcZFQpleh0pdwVWWqfbv8Prb9/asJI6amaKJSoZXmo6cF9w4FKUm390daDn135y4c/T7T2Wc/Mru39rw22K/4724VniuX8486GTCr/diEVFTawlLLMV2Xg2iVgrcTbhtq22vjGmiKclWaTSzxdhUk1buzvIzizQiFJ0hlVqvz+B1pz4x3924rBJVFMpGvh+jqtMzPR3c29dhMYXijl+3vEc2fgYHaPTBBM9IpE7iJYKJSpDpfYACm3t/b0bnXN0z5NpzqxmJ/CEXy1AgWX+5ptg2YJhbYhsszx5chZX92Gki4nr84B3zRaoM7nofhCsXrKqaA32Yzzqfx6KLUC8UKWrvNCk12uT/LHzqbCKlipVltoQwqsYZHrRcbzkKn1FmSW5n3T9fm2nQo89Vee0cy+s69aKIpCPZfrThiLdUWYrTNr721ghwqjfz9Ht1ubqryG/PyK8ucqmZgPeu8tNUppbxQzdbCJD7W1s8J6KvJqF12nHEwwWaer9WURT3z83qFkIn9ygcQb1IJ6trBafg0FWuXAJh2cLClNLoW6hJ8mCAkDeHkmz8skQMUG8k+JveNxliwEWLyW4ATlbB4Dme1K8RDAnKsxyMmcctsde7bs0V75VBhK87xoKTFRUoEEg5NgXtC63bD28ZmmDY5Cj1n06jGqwy616m97ZOTSpFuTdJ/N5QygpQzwBZZ9XJFz6tt4mWoysLbmW5uOidd1tFEMJpFp2xVm2ABbNXA+lxs/fzNd8KAkFaXZFjvg5XVwGdI1Md717O4DG3YtrvkW6PNuZqbobOAqfxLmT7KiAkmu46lNImTWbZcqkYwfEitkskaJS6SqaJUgI9zSY+jYzIeUTWiuoFUQ3umEU89l10TDW7TZy5X2qCkqw/lhPag1zhdS+fMBlZa0rmtPwMX4O6WD+7ojKN8VjE9NLDl7RYpCff4asJPJ27VU0g3ckeRhlL92crnYbRz79bPrflP53tvzf393cmIyqwbkza//5a22VoNWx/1mzCjEZORe7vFNtrYGpegyfaEiU7hm5y+SKpxqVgY+SzIaQCSUO/e1k/FSKp33x9Dl6TyW451NXNMd2wwuw3x4KTw+VgvkuKtJUKlHdeJKM2jdpQFeVnwelG/7gj+zGdF/KtNK1lf3mq3TbtFCePJGlCEQYZsu7oBlNdlwkw6Jec55U80EbWpXwWalJYbkyHyQraMh7MD+p8+mPRbW2KWVqlzGyrJXWq1lPWm7TOvnmXQhjiDCe+/dI4Q5x50HFmbHpKl5kGR8UqdjqPVBc469sCRwNGt1SpmQmk2vsZhOqDU5HWYiz0R5aXstVoaA6JW0ZJ+2ZRso7muSy5ovklaVbZWt17LjXHO14gcBMBRv6bVMXvbyLK4x1v0eC9Kg0M5xvZ19QvPpC+5rMpXa1apCMjjRIhvY0hr89ejLf/hr7MY0k8tWyUrfCKJaL2JLwtleFaETRuI5fKlUqMJVOeOqAJQMmFgCYbVpyzdNUi8SdVNnprMc4oc1dVmrLbFW0WblDhcamg5wGonZJM3ZNwZuLnBTq0yvmSyGfcugNCV+qmm+pop/fhatBQiTWth9l4NOuQGxuADwEKawKJQZdQsqUux55Kn+VtOlE6HuLlQQTZo1iiYRAtgtIjVnFpBnb1SQciobh3UNmkYFtcg5NnwvIQGpn3YkDIt/1VoGL0ZST9zppGqaSN3dZyHPrfHdbfK6QMdJdJiPys6OxiluR6uzqdnqLuAXJzxyUD5PcnFwVpxdw3lwnWLpypWcBmylT9dsJW+Y7F5ZDaEJQkDsGfViBiltB0yR0AJfzqQgc70IQUUpzlobZ3i+XxtITav+HUrxerOHmK8BnbJbbionVYg1GPXxvxRzb6kp5Z7k6mhldQzgV5A8IZYAM3FgPUzDCoKDZfqYBmdiLXLeJoLvaO5sFGjfXV09X80eLRq75eVCrUyRYjifZ9RUvMSkWV7fAOJhAPnTrZ1XecHMr1fULnMYZ/iFnBTFBWC20UuXhgaWz491HRrIEwD64hnJ+G873KXxo4G1Vd/uIYrpcGjPfLomLt1NDweBLMBYSGGkb7s5omtnckUNqo4tE917LKjR3CTXiVHSs5QT2pJzN08UcBoFBDs7tlBM3JuOkN0DzaiOH62emh8zDUkOtzLLqzKqQs5TpWsydm+LKLxapjRCGiNbFHAONFt0wYYjSiKuFFadI3tGcrBst4wRtCLpWBBX5UiigEDkjcXYul7TdBq0NtuP/GjTl5/7oEURPfomcdchY3aTPb9WyF+aEDSbug8NLv9ryvLVjaRB1r1j2AbHPW/CrhZ2Pseap0FlTHicINApYGArtPWhg2ny/lE5YfxGYNsDke+YxhXvPfGn9rY6pAqNAP9884n1MeSt7H6H0OxSLzlWQ1aj7c1b03Kh2b4ydyNDWRq4cALYZNcsfh6AKwmBvfmerYKmDZaPj2eVINTJKoCYTuaGJyaqWJh7/HGz9YUWVBIVfrk4+wsgh3yv4fXng6V8FPuZTXWyPDn6zGkg1C+m79FQb6F1LsuF6PV3KD3/SZ6e8TgQEM9jMpm8nEoJCLJGokqxJMCWE/ji4GL54PZ1R57efDFQPPrGaYUHM2u5nYdUr38S1qEUB7B//tYPTk2PPX1otyTg02ul/iN3tY7OX54J4OWrsBfON/RvazbNVclFz7SVUXrloQ6dERbxOFLvqIs/AcpjXH1kcMhmMM2cSWMmaUa8XienUx6+VAK4Iy2XLl5qqgp6d687dnZVT6UtFlUyj5qVuQQatSYlrEK648H16CtrWx4ffPFXhg//131jOVchcFiIB75Y7OisKKRcTUTqeL3xi/DCM0OBdsR6/gtrhb8ph9RSVuIDdSA/qwY6j2i81+X4kg6cTzDxtUefdwXL1pNHY+mxUONtwzZBDsLEti5EkkqdiQAe9/jGLoexxfTRUtYECJS16gyRcgrK//nbWCFGP58OFcVfOjnQbblLlrl5BmDFd4rgU4WBYY3mrns04Snf2umlwZ3mfCql2dHgf99/lCvqg9UGEZt/qn9Dd7FuR8ozFQEpXRPboakqz7U1u7JvFkvPD7zww4c3b+9HeQkPKkT4LC4QUdmydN23n6hPsv6Mr4J4AnRVxXCuDS6B66DQe4xMtAxhoNtdlasXaSnKcfQk0uGPn9uKZMWCtxNYRtkYJj+YNOBa4rKULxcYfSRPEcEE+F+x7Ed1u1WhmDg7JKdpIcdJyiThXTmyVfO+UbtcqqDagpCtWHXwbXNPdLe/JWnfqTgcOrPwdmtxSY/T8zOA1g5EYPAXSr7Lzq6wGEGteDw4roDYOvBfgy0G2EZQ4YfB1PdsyCXME3VLYZ6vEuU8QEbTXJ4BdynQ/6xR/1gHIK+svX3FvsH1tEGwuCqslHVyaSkCpqOApEOFrM5rJLrVZVaWc4s2NX287Zu5vcPtG62oVoig2nQ41kU4rXb0DBHdHOuSt9OkArqyLC8WiowZtwuksu6NCmcdxQlMW48HcAlR/ukvPuFw3AFr5RZpJDOZRLQtA70hHL3mTXU5bM8fsQ6IyD9+PjpLEnv0zP+CbKbIT86X79QLqjXmu6SuTYBrheGHuyu0cpBWbKjsOgToEDZQUqcrkyvRatKPwpV0iJY7rHIxzfmTLK2X6Pk1L/nEXo2bYLffAeg7FGkPoUGtUSyTJ0nouF91fzvMsNmjWc1drrC3RrkUW7DshQIQLcGpZYqtA3QFOHjYsjyx3UhbOojV3BYlp1vXdzVLWdd97ZZnQF3Xu6FaMreg2RNPkEo7DIa4VF0ze8PbsQFCl+Ln0iKjiFgNAhQInB0tDt7d2da3pcIw16cVo4V5JpRA+7DI+lw1ixjjxe4BWa5S8+sg4NqquZ14ZIf416NYLxfjfhqrqS7zy3/J3AOkBsC/9gpzoyi4gq9Xk8JDrTeP4WuxRIuR6X0SMObBzjPg8Up92i8Y0HJVkWoGRnEhp5RgeRnor9ZefumDMG3W1PH2/tpMjr96Ju6ErSo2dkf/UFCJDfgzSU/SZhFHI/z8tIcMxhGotlhmWWF9djrsgpt82RqNFwAQsjiU7pSYK5asnTpQCNxVvYvLzUgDGfDn6I4jTyV4y/EgulqazDcxsAApX10xKSUKNbAYKLEFPwhSl0LLfUqbBJCIIxWur5wF2S2NjpZndwUwwT8OzydxZimdl/tKIhmBorCgjhJ2a39/x6CqLcc5WW3BGPz9opN/swS4MMDAAQqWV3HSLKQI3CSl10twG9LwVFvhBvXhX7wIgjSLUForMYQitEVTFDVtbNg6FjtuVSVkEnwuE814i01KkR8rFknu/x67nfFXesOoMzeYAL4xio/Hl/hzFGyt94Gu4hrAyRttBSH8n1N+eRuh46jRyeztt/ebQljMJtjDUDq5DpfjnauF0zOCERYMt/OaCKWJeATN2mZOk+OMKRaVK4rvXCy8e7H2g//baJUmAAK4Rsk27+40DHYFszEBK02EQJYHD7UqGZUDWQsgy8mWFPXSS4cscvhH363J5XWNMFk6PoVw4JK0GGWxFMY9kLn2UaRc1balFmp6LZZY4kBQLeTZ1WgFklZiKAlgMUbiwH1RolgVSNnPxN6gf22vkv22Cf4zDHW8u+s54e9+1bPytw9zsDSKXc7TJr5cBC5XgGEJMHIHBEaRCz6yEueLddwiA0YloIZEBiBBnSUSMpmgz/zn8fI4IThi1SfIJE4KS5BSBNZdlHmmEM0C9D2PocgcpIYSodSr2SaLuafbWLmRrLIyTZMYzGKwDMDrdZSqaGGZAsp23d7OmFTVQNVAKwoiWN0l2fX7Jz979s93rEMZCUShVZse1TQPRhIRkCVqgNwQ9+McLjKAtxZXzQXg1q2FClbWAECRrVJlTqeCGgflDFQl42T/vfdwwcSthWm1Ni5v56QRZaWeGQfYfhmvaFauhZlDgPJpWLJkwmUKBHywLTGvkd++gd9gxEEgbgaQSTw1XaIFwkS+XHBJV/JBrZFfytc6xTihEYpZZKvLPH/a3WqEpl7Lia1yRSOl0omVuAzQCpZGU0prFbq3O7VYaAek7JGNo8+dAFhOWmZ9MIgS0HC3Emh+uvaHbNvIVHZuvqux2ZOJvxhK77JQ1z5IP36H+PP5pYUE4+xAmdQUTRd9BHfnHnsBCJw/GlUIGJm2NjUGiOvArSjwyF1AtxovhmsMm2wRYYbmzK00Pz1O9v7u0yLQVAGLoiRdEfG7r1W4nCwWEF8/UwPFIMG81l+XNwLtButdf9B8kSaB5ZsKw019czp0LKdX05TowWqLlYOyROAUFIvVxIBGSzNTAFEq63dvVEjjwBEFfzQmGBjom19ehXm805wDJPUQoxIUg7dJxEFRYCbHR4MByV98Q996PDjh9Ru0PVJ+qxFPlkXgaVyXk02KqzJRseJfBCoqY0/vBpegXvHxesakr82Nl2hMxFOrj6iUhsM2eom/EFNQ64TVFhCMSdKzqZUqh4iQJoF8yV0ohCalcDGPoFoBqtYL3LdCw/vsObpsIRKdWzrOvHVGpM79esbfIJDaDZxWp1wvhKJmhVJogbs7HS7T+wvSYFbSz/Pr1js+FrvlEuh2JWLDEG8jEZmj5n5YNrUQAy9tzxAwdn5hF8t5j5hZrLp8rubUceUsmY1FHUL8xEfprk59CoQmQkkmx2g1UCiRU0mtn73yp41gEDl2tk+wVAWaxoFeH1A6xrwpXRUFJBQV0cgf2LadQz86NZOppHmMMtYr3RsHHIlQClJt0HGLkSpfK8qqOGxWfPuAYokyKhaw9Q2GNCQL2+u1UhWqyFSs2ejQBxkIkRpffCWr3CjZo24SkJS+0TI96q2n6Gw2Q5Z4h0Ah1nUowoxneXIlVtFbrXa79Vxdf/iB6eqZaLNOXtQLNXh9vsxUYIrkoanzNaIKKMQgD3sTnAek0CQsqbEAF9A5JNnxKi4tz/FCkCrnrJaQFsZsrQIwKPzWdmbP11xHnw9hy/UXg48g/Jj4CogZuUKMK1NgkQRKNfD+IYsnkoyUuBIEQTo+VwcjMW5XHdjVp8YtBBspMwV/JF7f7KQzq1plWT/KREsAQ9crdURe5uJViDNzfFBlQIxny/oYIe7/auYC9Nzd+r8SZ3RtAoLW8AEfwvKqdoOqEA0xptyFFXbIpSyVSo52A0U4Bq31c6GkSmn81Z3KN5cFtprswPpCnJj0w1StWGLKOQzjaDFE4uUb6bv22mXZtEgoPwsAmwEJa7akDaZmlA4uwZSq1g5kRIVZp93RwMjgeun0GHHEJVHSbI8IxGEhkCc7EPWJepuEDvTqst1OCp/bwAw9UhxqD8B8F8cLiqyfk+S3qJenJNGssKNapot0rU018dls+1dcM8t1BVRXKwGDGkthhMEhSQ+XDVuF4PP5mkuEVIARlzQnp+Alklsj5d/umj1LyH60qfmMN7GSA30cCiPrfrz/2r/ZaoNvtJyEhaLKgiuvVC8dM2y1+i+LziubWzPHVkTtiptruKlNMHFqfHhj6xuv+phayrlOhvuo05+ybcNAIQgs5oE8woZPreFmPIAl3R46kwXBKsgjPH6kt9M2bCVAMXTe8qfEuxdrd5PApvXott93/75S6fiMutn62Cczza1fqDdcPqndzng06sQWJFK1cyGCT1Ts2fj0RU4OocMqsVmhnlzU3OSDzYBmiSMKqfqBTuM64xY3Cm5bPxy/EZOYIQmUvZkQaNl8FWX/k4rrWHJE2TkwLPQtR89MZR7oCLgEQC3t9FXRxEKyBEiFWBNKptfqRTmutDRom8j07E2uWa9tlBD/vJbdTHIpOb5CptfrNzCNbM25cd1O00vZOn0xIbaLYNbGRbJNDvbKX48b7+yWeUJGeedSumBTi/2RUMf6vlLaL5ZamNYmmizLetRwjPcea7w2mvK4Ka+PgVx9YqpKLVX5SIzs5bCPc3PBWk1fbfIPcnStjZCMUpXbhOlCBagtAge/gkQY6OaLl8zf2jjwlOvS2xE1z/IxDCaAjJbatgHxr1TUDWhbR+Xj97C+If7ggGRtDVQYZfaGEeOz+1E0g0zdAjzLCGRghWEveawMEI206aZsolblzXqECE3jPYMMzHiK6QYoB1D1pQt65aG+HBOCyaq4DGgkda1aenij+BfHVpl85bm94FtnKGGPvhgr9bngiiS1KjMX15Tb2gXJdN2ds7enc75cZi5FaSaZA50+gb0bJ+koj9j7+nNaOQ5W8iv+JmOD1+evTk7RKS20Eo6QlZJT/N1fddz+7+Kz13G3J323tmV82QvwgERJAWQkzgSURAMVTVi6en1xog3IoSSo9bGFRloCEr3F7BuPUcwfof8+RqZnWwLqH9OSF7FRXAwthQkkCUGyJIfnWCnCV/TwEMlPZwT+FFyUNgvUjkZokczJNsvk5iwxnBJWBbhaRyWnoFiBm4yLYzBSqEW/xHNVMaIhAZNWjJkUL8vxcln/c3s/sl3PrZTxKHINyzV4C0aL1FTOLJFenrCJ8UiSnqogd6+TnXQzTicrFig0AOqN6fXy+c+uH3p2K/nPtCunUX7nkSUk//G7EzYVT24hApcryiItwypVAK9k2SYlG/RgDhDYqEJqAHQGIK2pqDUfCvdZFCK4KLb2srlb+SAAVTe8+PAL3+9US9xCiO3T186Ggt26wqNqpl7TZRKcEiKH+QKgVU2d3rV4sOfmWXBYAKwl665GNaHLZ+NVBuKbG9tK4uKQCvz7+x9INELf+OpdW5qHe6RBIWoaXO/4ZOpSlkh8zu9nUHrIkiKQ1UTGr+SBIuB0Ovn16qnJKl4Sb5R2LWxo6XyC/2rdsaoxxOMSYdobO+DPn030mzbPfzjWfI+Wn7mJVhA6zo1/Gm6u2mrJrKlSVYLDk9Vg3p+yBqvDt3dOTE9nsljzBll0iZjw0F/pEgy0wJC+oVGrN9j1w03EtWS0Wqi2hBnxLAnPlJbX6gsV1u+jCASGv8E3mnkcqvhxn++ckk8tcriTRY89e5RldwPfLiGl0EB1fhRcypRIVtENr3vYKhvPLl3Bl2RCBPM9aledTfMcU+je01QDKqGOgcTpa9Hg4mPfcZw9ETw/GrTLjem0e6te1Ku1a5S6IBl4d4prrgios5e8hj0f+LPD6nwnSzywBctIS6cgMB0TrEGogKvWuNSKx6/TGLPR8EyufmeT2BuTLheLNGC4d70B2rkT5QdOz6RhVU1wn31i9nKUqLS3EaG17M57XaO3/CCo1g4oXfMBu7rh1mQ4Go5YeVTULqv6MbxRevtG5+WLyEdvL58PlAppEcxSBe9EgxgUUqoLPpl9gP3xsx1/DIJT1Te+BtBBYa6nLnLFZCvGhqgf7ljHhmNg6dNY150SvIqHQ8Cdu9Rjcxg7bN0qTWZy0jPjxME9fiRR+HBZoBqS17h6rqwzDpgIPP/FleBz2cBAyk2PLYQLoAkWScRT3+EnmmE+gdeAolgC8xIM9XnUMWwFcCqANcrvLaftjgf2OmdeOb+logWVUF2eBaUAAlXGTgafkAPZ5uJcWmhTAFq5zIwLqzhkHrwdnvPEzbQHAGUWjU1KreX0iubDUlcpPhX74/Gp9k7YQYvLeXW7Cy3kQ6tlJs3FBDUwB1S9F1cUs1asjF2HMncIbfmfu9+eN0xkJo9s7Hp6e2/DUeSGqN6gEM9Op0AIqLKrqFhu3rbZ969LsE7ehZC1rxnX7dW8fvf0eIVVfwn4Fzv9YYfA75bx730AyHBwLr8K13MxMsUBFMXzGtQK8moGmtNJCrZWxaGuYqjN9JlxKoTa4PIUxiyh5Zdj+f/TDh9qnxjcrdlo0j73bnQ0hl2TsoM66IMyfUNuXK5ZWucpzFBZ/opJMTGG3Dxert8L6D6drvAhn1DuQOVBlczWwy+EU84O4dJUrX5ttW29OC6kpMVyqqBet6MhmQmmL2Xj+eKLP3oUxfQLbPEvP5w3t6NrlSq+lhJUUN1QK3HJVwnkTXpYWRfBcV+9s4vSyn5hR/8Q9dQBPgtDtZVqk5bv1IhFjZ2Hh9Y9pI7dOHYhOXp0n6B1xbdAospHdeoGovnVoDRLSM0SxolK5bw0ENiS7O+//koVspavYtGBHjQgVGMJrHiC0NpUAiZTlqpl5eWKVSXNlwJLoabvHqjCkZXxSKm6qJoh7DJhBwKIdKb6RCQcpAybtaEVX/fBrpgvBJs7G8XKjIUZPbHcaXbOe5GoriSRVqsps6jDKiz7azcj2ee3Jj+YL8ccYRX55xth1Jsl9aqxfLSwVuwesI/+9QNe6SrPBvse6vSWA7y906bDJ4MRUS3aYUYAHsmt6PTdxloapph6gRFKagZfMDA6we0Hlkce45RO/UhSVLDABTcHTlDIbkwdJu5xc6c5GIOnoeH2/mAi8DGv+jYQXq1Lw7PGphq7W9AwpSmEaqmXMkYFs0klwl0ivs5NJoGaUqG1aTUJhq+XS5uKI1uZ66dOWu7dR6Wzd+/QYxjJOVvc4TTOgbeZKTgIHdTV60poqVjzRNN37W132PhCWPX7lzMZkCPZAIREukU9Ljg3FqjQCioYjgGQQGyAT/pyIFsWAeiH6oGdXylWBVveuspXthm0ScXHN6oUpLA1++f/MW7WClMcCxYp7c5eYnSJoE1rsG9Ln2lqpc7RUrUvbrbqbTh7aokkaqEQRu03E9JOcHGieMnDjcrQTFrpfPelfHtB+5fPwT6ybWvJI6qzPGuQ1ne1Q/9wl3fTm0LNniIOAN9vuP5O1jaW3vbMSFQXb0cU0SuJpE0tVtVvl9BfXEQ7zZARyZXTVR8sJNkE7wn2DHWv39CQv5HLNbEB0GwE6ldTqNTg7KAW7qFEq4BL5ew9kzqVypdAOgdXYBEhlpu6hQS9SwtA83NfGCV8PhaL16sltl0L2oQiFEYIQELM1xtEYEO3ggbq1D2dpnR56UpSZpKuG9ElqxBAppkBCc2q6n5cJ0YqBrOsdXh23r+MZzgGubuvgXxfkqkWMyKRppK5r9OJJnNXynAAUC5zUX02ezwua+ShB21q0YGDFWfTll4uMXsZEwGbh2y1nKReiN+x53AiVLU2a3PelAqhO4YGtw0MGRnyAf7y/O/5f74HUKBeXYazmSt2ojKfFkjtAormORrgEEmPY9Bppa3S8CEOywqWyxkbg8is5pywqJSn5RzM30m23ZJEPmPFhw/3HP+4NPuF295iSBWx64zBoC+coIt9FswWzEjNPGSlkZ2E6kQISs+D/DwouIzuvY3zn7rsrwIDD+5D56idIzrvWtGyw1FZyRZIdfh8RK7SmGR07tNrc6+N54ZIKeb+4POxFRJ49Y1xfaOYUouJHlkcUXc6O+Fq3bql2XrbOgBRYTiKilBJrRqG0HvWm//XYBsWSZtA5V6XttfY0qYw7mhQbaqS4ZP5IwuXviZXrYCUTY4wMniqVh8rMDvkyCPtRS0Ulxm6q5LOcdXmz6VeLf/+raW/eMALn4xPvnZi3jOL3/3kdumu7iLG9jCmxWnJIaW8nMuCMMvYLbxYfniP/iuKTGW3sqQBaS2xlouN7OceO6hgqtIOvWj+gh9kgxZnZdVX6mzUJ6hivrniTuSuZ8n5sn8sv7RcjIWOFza0CNm8N0nc8nhKmVTo1tgir4YDn827ry8yWsHE+WQmOA7UCqSwMkXIKGpzz+4H29u2b+9ZZ2odIlFNgCU87gg/P5FvlDIUE5kNlWNLjlbw3l0CixHV9+MiKZNT11VBAorRnmn2jxIuUSHbpyAHV2TXFzj12Mn8tbNi8K02gN4ZZYYLAENw18jEFVIzXty5H1qu8EY5FPcxrXYJKNa1WxWVefcMAQ88/EDicgH72ojS5bx2Mq/vb2TqSMDL8pCot0V1V5/wncW0U6ZiaXiRwRpI8IMbU76piRsT6eNfBA8M819qjvL5GFFDYliiCxX+tX3YhTU4hfxmCQslaiNi9DuAtaA23fP7VB36uh/v2L4HBS5WJ9c4BaWVxs3uaYVi8y7Iob15ZQHVSoZq00ZnV+uwK+WrAyhZA8qcEOtUkemksMpCnYONu/vlCxXZOyfxl99K+71Ugw65o719x4697TpF/G+z8ZffHnvmbWKJuQ+ASfBry2TTfIHpo8DGjt2VjBZREsqqeDOqEGgVbCTHGgR4jOjfoxKXq8YS45EIHt+GWNW1RT9HYIxOBDQ1IINb+rwsk3bmskvXoFyyXqudqEWqkC2WopbqgqcZ7qsC4Gjoc4ygKDlaqIWzmVKy7q7EZlKxiQ/mZwLBwpZ0niKgKs7dbmIVJQjB0DYzRwOYrZPQbdavVRmcK1TOuqW8aOOXRvIElgpFVEODibaDRK2nV2fp6uIDkRSHFKpzHCuwgQAKMmjkK99utH93r7DlEbP5ZKf8EELEEslHgRkODGZg8KfPDN672zkuga5hLHpjnlsIXUgEoY3WdI3wkCp1u3nrhq29fe1GsyghLFQZbrNe/2hIlX3V/Yruf44IjnwskbYmLXu/td/3ieTGXM3KAIUoZYZrGRMAaGT927egHVtppT2ZZFMXya+li/cJxaY02NuK9G0yChX1WQk8JZQp+GhT0Z2PIAel2MPrW63pykaD4Yio8TH3xmdSzDeMDFXM3PBVl29VmNMXbzQTSAmH+Y8Y4nFLkUWUhRzp+Q+64cGU3uJoaGtWZIxAYBpl5m4tHBqiz8emduze5D6d2fVfB8PHl0NNjkDEvXjiRA6oYTtc7WKFOsnYe6PY5IqojBbzbH2t7GxQiShhdoGSRigVVF4dEEGN3H0sLWThgtTCyQQ6mxTJ1NOUn85U66vMS2D5ib3thESYvJ6Ga/ywk80yuTPubH+7LZnXaJut1VpErqYWJlZ6AOzkJwFQ0YNwj++y6RzrzJELvpW0Nz8XQyTpKV+gAAvVLUa1Sgjmcp/+ZS0pgwx79NtMmR/N0USSHVvT35hMbdxNuwN031BXNAQIaqnBe3amzoUcj+5eCK0R9jZ+OiTU1jSBaChchvOgfHtL/h/XRQTMZCEJKGtTNwdi+WqN2N3Xl8+mF+js8J2HFpMhnfM+x3n1N946uDx7NQ4oe1Ud+l5BXA8tLADzlTzmTe6Q3GSaG5u2NUCe7LhXNb2arRWBrp2EtVLm5KFQO4/AiDfHPEbDOZVstkCvlCng5Q8EP1pe968fz7z148q0EJjJaaJVVilUk5AlUbAOgeePEj+6R3l0TDiil74/X9/WRGYSKQYE+p7epOlpwN9cHJgrUOtdX769+/f/uSmu2PaZhbK0eyWI1Phch4zvMHHnkqKWRHGWgx/t1J5ZKBA3398gHZmagC7BJEGj16FkE9Dfb8I/8/oPK8lhHYSn+b5DUEKktJ6MICMy/p7Hi+A9aQY8PkGaBsmWJDE3tRDLehrFtNldvOFjWgZ2ZOTKT8+FhgbgLB27c696coFpl6sSGeadm7nDjxCMhmGSVDYpXW9Kpc1MV4MMFqvkokYzI7LDno++f7SBXf6Y138NZkTVZDgihgsvufV8vv6rNtXbSrHVI7TcIamBfj0Mi4tbS3UzXngrtO47Q1e+GF83omZj2dWzAj+IL4tkv/4h/6+PuUpZolqvWo2XkHnPUEk4GqzdNLICotAt0WL02i+AYCsgDcHwAh1AEGB4+65KFZQUZLPREkFRAAABANDc1PXkevvx8+OxcsUhY7x5oE3B3dZGZYNsmJFwIUpqCD17H7CstJSx1iGjY7xQblRL+fufcSVlB1ux6/P+yRI5ukDu0uhnqbzETGsh2s9ZlXpQ8t9Hv3r1D+QfEkGvqBrKpBd8eUb0KcTPcvQPjbbr6bbLyXqLplxdk8p0mtjYjRYDtLJCDiDlS2tcHaOL9oazUzNx3yIZkDeI5JCmVvOXIyurixU4Krz2xbvAf9H/D14AQ/aq0aW9EsVcLWxjM6sUtdaLxkVUplwbmyqtJkMFNclX3qO/Gpk+/KMtby2bt6yk1w1Hi2XVZLoWLlmeQzoa/hVDurx600D/DmBiGr6Mla7wzbNSrWwc3ws1D5lbv9wxnuxMSAgeNPXo0ECh/fVeb0TY9MZCWsXK7M1CkaNT1aaxUFcunEagFOaFPIV674jYKNKLEdPwk+03f+Yf/P1D/loq9V6O7+vb2dsmcvbe0aX6+NXjC/AtMMLixag2KaxnsxZxnU/XhcV6ixK6mq3t5YUfF/gOoU4hiEltEhSqEypzplYTV/NSicxdj7nLvEsIbZWqqzgky/MSGahrV6s13Uy0RTus+fP81axDcXnNE15wmzlpta+PJlvuaLb2DGsk2dR0OlhcvczVkQWinosH/3LPM3d9sxWWplWgZ2XNc+6NYjKf97GwvdOoJIQFUXJaSxKneIyX1Um+/UvrdG3dJDoioiNXwzUCM1GeBS60LOYZTlinUwKNpZGPJRxAhXBaS2tTUsdgNh4wOA14JlfM4W3djsxQCz4OPvDsvXc59DyUW5qeLMNsKM9KhESXga6nsCvXb8QigfUypLNZX1O6Kly+Vox4ctjSJP3wC6IROURr6j95EUjSMJBjd22RqGz40ZJJRFdqapp4aBP/XBzmfY4XTfByml60bxPmM1O17S3gv27CDzVLQxSJlpG9bU0nCXihgAm40EyI+cHKa42F9M0G+dR9L5udBjvF9jr05Si8ucV8/KoP5kt6rEyIOLJWF5phSU3waiC1SSa7XgL/ZGs8E6qMFRCFsOonknaB7qvr22hfUAnwfla4Qqb+pwHRtcvQkFB8pKM2cluh7fANQsWU6mEDlZ3j4vmcR5JQLniyC/4KLDAYeJCq92tAPJKkgbL3xlR3K1/PK4OBcqdQo7KJFIaWB+/dgYiq7uhiIbeC5IMgqwLFWj4LJsuWrQ6193QHbF5FlyT3qPbJHaevtD75U8OmaC8f9/3uth81tOCNgeyZdjYqnQUpthbanE0tr/aRdbKoUBr1hnqmWKi6vVCrulbLg77zVLJR2OISpG4yYRm1ToKeHmc2S4F+iL/TzH5WA1tLkEAudqfoaVLs58g+q3zdhuG/TXNah3/lhpcAEYZjturtjzQ5Q6ueS1CFzOFdEL9JCjRYZDiI2LUkbOHDaV7ZQCJigLcqXc7+j5kuUsUByF1lym41FUvp4jgsqp5639CtiJyNxTMrWEbIC2il2gaJidpK4uJ7f2qOz65dXS6cvZbIMT6Qi1A1IS/yK6gjG+wLZEMyGc6XK+4S+7UBlVVBXg0K3bVSma2ROj1RYeqQGczXcY5qNKnaVTVzVpw0EKMegqgnQI48+uSWNTd8qVXGSv1rAKarm4iL4Vx/XzPGZNL2Ap6uREZ5mpYJwPHnRNgSnt+mM0v36oLyLyq5G2n1UFWgmHTsI/bJ0Yhi6HFWxo71CLzTTUouUSeeW4sfxVoaz85fS5QJWF/f9xErGhchJqVTYadn/x5vGLRSZU3XX/pWXl5mSnMf3ly+52tfyVTadv3YkvrfQCxHICF2PJ66zRY/9S+/vtMa/mB6qpZtbu3SK4GFE1fueBqeXtEdOrSZ+ucCDGgyQp7TsiYlm1oorGvSE0SlvBC1VBkK69wGzs2zfI7MxNYUVTFq4ioCNpavo0OqmsBplIULBUT7bhLUCs2QnIXTFgWoExWy25V5UsbE46ymU1wLYyxfjgEFYCakbd0wsYTwxUYFZzTFsSJO19N1XphmeP7AtzcaqckLH2d5bA6wAH0Pgk6Kk63QJ6bCJkyxiPHtB9TL5SKsJNt365gCxAMCcT1WjnCGDUNrxzyAXgRULUwyWfOVATqZAjKm/vbJeWyfMg2gEioRcBKp8gqbpeL2FleQgXfGkJ3f/PIG5ZqBi/30VtSMFwER7lnO2cX8F1WxPSvcvG5kWQKcnYqXHdmWukhECYoUgLKcyw5c+YwQbUWMq4C+AZAz0t0b5OTm+xcdWJt4qcpHmikb/VZ6OpsSDdjQt7Jba9z61vzVxZpGCiykeatIYBTg591cx+Pwv86GKzhuaFOFyiJYCyxZSNeNQP71pOu3rSqR8YORt9ccnb/58d7r11J5jWhYLLx6Dd/YJBjPE931Au+wP2/k4T5l5jg2HZyTKQTfZ+FjHNUNSbZYFXRxPs1w/nK9U+TIsui1CmC4wm7fO8hv2xkTdLiXiGIrFAiCxRSjExeFqqANTibRKvXUsGkxImhFiPGFpL9GsclaOTfw/PbyxcspiurVsScD0R7Q2NSMS3qV9cWcRQAJGuxvXCil8nUFveJkBIJ26ZpQbdYKFwPRJoGL6b0tMtaPzTX8F0SxjsAX2/BDsPzm1ZmkVdvT3Za86JHtr201QxdPr7nudOlChBcLmhsJeozc9az22u8AqFuk2MCSK9RCEtIg1A4b9+kJYlMjkK0Cb0SBgQaAc8Hn5wE1RXVBwmfE1axTErNUfnttZv1wS2I03yhHGZ7rk4pcDPTZjbUSVIBZZgQBVRBqUijX6yvzLH4uCSpqbJ+JL/CAANfZeb1YSW7fKL9YbCamTVZAYOvseHPuRmEVu2tT79G5CBVaEdx1e1vUtxLFtXCtUqwwNe53+/776we66xkwpRcVi3QGL3AAqBGBxbryw5u4XDpVpTlFoVjlYRkoWr6VkqiNSoVwzUvCTMVitpr4DQCcpKVuLlMakCgcLcI3QnEln7Gg4HNtJoP35mXDejRDV8oCgqhGF6eGeloP3+VgYEUl0zB+szdovF198w/vW6Pxi3gVBrqzVYXQO9Z+4BKufMB+03xe5oH1H0KhNW71D/1w7LZaZpvK8UKAL+Ovf3xMbERWJk48IRV+sq7dQq08frm6MitHHMpkOleF3UIquChaNyA+KhlRFFJBXLBbfHNt1MGKJkCjVJIb+S/59Ct+RafszFL99kaK9PpKOq24XS/zhoU8IRKob314UTvknF3LPvn8Id+K2o6WX/3pH1RmpGlzA00akyfHhwGVhpAmQHofuuGk5NpDiI3JkTv5Ti9yi0cMm4yFnKnSmIX77V1GDlqrlEzKIEnzHV20ksXTBn0YAzwEW5ZxaSyqMEFljOVx1qLc+5Ov/+H/vfLAaJjcVg5ydD0DSwN8tEqTD7S61Bu2MdWbAxoZCtk9E5UT7/jCPLe5T/7QPfpXTtQf60Es2RyzBZq8SNz4NNp00GRYyKifGBRZdfUxv9RgLK/hUkWGwhm0fVAaCUvdAdH1CYAgfMv6BhBMFkJORJMT5J95eMcnHuH2vq2teO6J5pkT//TNq1hF2K9qVr991jNkq2mVzVeno5KmjUs+ZsjQd+Au26mPL4H9cH+7LZFskPh8ybKncydvP6yKO3PrpJL6rV3qD2rXlntv/i6MWtfqBXydAHqalgG7t319bLHMKrJiJFnGEiSw3gz+cxn4nkN4dBGRiKgGUjZTzWMW2FWtX/eS7Ns7laKCdECwff+uz5IfK2aAv3743OLppT+enJIU0i90O9xV+5Z2pFHtzZYJvVw85UllScSfxGMF8Beb7O/6U+exokguFoHcuUw2Q1c3k8IKz16rZu7RQH/Pw//apQP2SC+Mc9XterRRUx3N6OVViZINr8Qz9XLeMaI0S82lomR/yet120Vqn3ZrG7Dgst1aPhVskaIqm+zKHP70JtfMUil9M05mMxkMYOtFko3f7Sj3P+LgaK3net3XVsLYDI2JxmpmgULoyVSaUV03zMaI6ROp/zxzKrTlz17vvHnL3TLrbNxTclwwdnXOlugpLLqrbyqRe2hz6Pja6MCdqPe9mq2XK7MgYJaVpTX7KtQh5187wfd1SHtFwLk4NtgOfMkH/GCA7WmDP1oBrktZGtPh0ZJOx++zpmWruYRMOjxo4jlgLiwZ8wZNIN3CcnIB0CQCWiRgwiH68Uy1TwlscAqW07isR6gqQg1b1LItwhs56GM/2iCwdPfJzRrJR1cuDA8XDFj2akVYvXbpsRM/nvjL6ZXQzQ3dd+S9XiyVNgmJ4zi1nm0/0AhDBJyPJfQEOisCfBTu0oDf7TL/cZGbLeYcPKDi+SsYPCiVFQE+Gc4AqFWtHDR2PPadF3bGFgt/+/iP0ZVPq0AH5wi/sBVQGkXyJRIspM8FxEwpLkuVCRBuEUID+3f4FtNfvLQmV1FK5fkD0geXHn9yfSTYI335M0C2rUqpxkiqdWZ83/783bftnH/llYDyVfv96Qd2ABsPTAsSccHf6NHSC7drHoBKX80vjFTtbvVWQZTyhUvXxHX2JkBlCKQ1UqdrHCkl1lL85uD82VR123rl1ST1RJMs8Ol1A6TUf3Q3RHRjm1HD+z65sz0WDs2nrWX/UjsWsteklkF9djFt1NfcGbHQiaz6wFfeXjo42BWvVZu7u9arRL7VqNpX1QlVLTJwqVqzVwiNStTFCChM0WYSQMWyE4LMoMShlV1Nxre2yVMpJJRKbmzl0KJYaJHAepTF04Oi8IhlcziWf2cxo6wH+ocOxJYXSIBlBIkXf/XNbUboU/eMG+zS8ZECQ5RASgmDDz27L1v/sP5WtCgTiqG8BMXvPWK4PFc8OYoZa4FHOyXH52E2wqh7wdYjSHaUkxOceMhSDUXRRA66Xau6FmYsLOcRKZvXi+RlEDJKBLK2aLabFczGCmaVvM5Imu+1pxYqwbzFRYkfbwTaxOzonybzGiTicSsc4LGL6aEOrRiznrmcOrhJJWQziwBws9llGCe0VnUunbrpF0i1jUPPbPjSQ92Xe3X5pUXlrLQUX8e4m3JDDdNfrIj6RTSt20Y1lz3s95H64Urw1U770YRo0yC8lE9Eb6bb5dUyRVWbFYWipkePF2dSvAYelOlzpQoFo+DB7cpcJPzexPmGdEDdWZU2bWDa9D31iHV59m3fMlu+Eht6ekvzv383v7FNzqwV9sjZEieU5/KHYPU/J2o2SKOFQBthXSG9EGj/Kq9cFuADMO4RwAyhdBKyuMzKnQ1rvn5/Pp47fSynWS9jGwHcncV9GarGpy/mM8NdoB+RoX2QV6ttXlWMTEhWfGlUqAUYKSQib5R3GNm353wCDpUjkhKBtA/bSokCDpY/mlWMHo/VSdgCKQURigml5PXzS1KSJu2M+2oIWbNzM/WezalIqJFliTMe8xIxsEn/4eekxAqB8c3ZhdVnb/9vj9e++rP/+d6z0PqHt9wac0M7+S6iUr+IrdthVk3ziRJ0UQHdu4OFm9mJk6BxPdKJCCUcd4XWNqTLFFKz2GG2zKlo9dJ8WuoSzxbh+zbIJ1croQrozBf2AkJAQOspoBsB8iKUl6tbE5kOLeuhQLkQObjNvpKl7j7gBCXiOsLJDw70TmwQrLQleCCw0+QrEHI+iYoznmVt78F9b37vDOKedm5aN7W0TLlzeosGAFjeXSgweBwuLC/UYhAUlKj0bMXMi31Z4BeTCSlTbZWBCxVgvVPSJikUW4RhX5kR6CCmqiOgO7a69vfLztSTZgIqb1n3xs2xf8lk60UcKdXhxtSJGh0V1fPSOGMCIV4aK9BrV673rtN0WsEKrigYREnxR095Ms6B3NKi5mDVJKksye0ABRs71V8xyQ1Jcm/se7Ji8yAYF/E/L8UVfvWLHcK7vGOMoKXUUhnhfvx567hnJcdkJY1GhhDUi5JmVogoWRnPVWSQoEHELIZEwubq6VOUQ6V2RqQzcRZ9svxo6vJbgPQ2t9ajsrZu7Hb0Ot97KTF4f//lk8tGXOiNRwa62uMsd/sAuZTJDznMkkBUsrd5+t+3pAdajI2D/I3Rzv2VY++jQB5q7cBTngjZxZuvNwjFzQOSiBtPP7z/wFJRWva71wF6saYoTlf3bpPzCjRdFGuVxngGa2gG83VbfomMayQGlbwSFoAb5HZ9gzfji2WX5SCgFlhohk0pwhmsUmQQjRDZ79KryyL+lk/b37x84WY+UKmpRGKsJB5C9oyA9RXg4hS4cwNV+nGb55fe+BkgX6BLjFe/1dGjH8GtrtrkgkLIojK3uKdFHOKYYixGJbWkhJGo7OIaX5BXmGKLrv3kZJ7GrJkbK+/+/R5+du3jcS5klgjxiMefcFUNMrg6dnRZK97YdIekKNWOvvnFzuFD82PuaAhWdmwIfHZyg6Ue3rXzzLqmrWJ8fT4CIToA6ixd1zb1oFPe6OYjaGGRMrON7TzqoDJXpdLRXDpbKitN0CWPrCzpuf2hHUkhs1Hlm0sIMCY7CMIXapCd7cgFqyoHAJgFzZKG3ZOjpgOmv/94rvzoYwKfdTka89y5nQi3CLrkKc0UUJ9fghS3OrfdsRFELt1cXk2pJLRBTs5XRU0aiSpXGadkUaBkB0RbYWyFzRoJgR4UKkGsyAJ9es3Ry5nH7zWMTcQxU8/BfYKbF5bdp3MaCyRTqMUksXE/cxabcnsplWEwc1GR2CziOnSkDzEPcObNHtlCEDNiYx6LkoU7rGiNZkXrDbOfTNFkBjcJGuQUpEC9fnk6T2RpeVsk0URTGut6HGE+C1x1stYBtq5JTUQxHSrVh+dygARoOp3tGIOamoLrXn33g/f8Z156gINaRzZuyX+dm877h1/lB1+wE45QxbIC6WqdOlldX7wbatR1Zi9TeEmPHRlWz0/R+naqicoEZQapHSyVay3rCFFWoEnpM+na9gbIu1yCi/iDoEQM1ve1qeajQItKGDUgbQJJ3l8cK1H3b1Ca7I5gQTVo07WM8BSnR7bh1V/OUg3Yg4/vOJUlb3rfx863aPsPT77359qdrfxHx2KHndzJz1t3bCst5ujZRf1AV2klzZeTJMi7M/Gtd/cJA7iEQjvTxXRVtCzhQRy1m+SREsaiyLe0coEJDlVBLSRgSAhGCRLC9RtR79SnP37x+uKCW6/JLU0W6zTnxtr6FQvnbwhQL6hWoKScnVxhSQDgRbUtamnUJvG5C5kg1GSv99cdCZmmrBMyoF2i2ZCEdnQARSCeoQJfefxow9Eq93LtXe8dV0EgKvKKkSELo/25DPuTrRqRXxb83zmtEZduHwB2GrliwvaJUbCEaU8t1x7bySFmPPukDTqfBgxypLXL+Mmkr04jgQ7tZ6BjtuQb1APjxyJgszOXV5zzZtddvvS4XTQ7INIfGPJ+mrVucly7eBlOInGaaFdpb120/fxL7DsZYOjCJZuA7M8H/ISmefPm6mf/djUrFKYBpFKhKApQyofsAwaJRdkEQmNq1AzL8vL2ezpYN5wqB+UDoFKrvTRe6BoxeDOyph0a0mStrN9qazc677/nCgPUaBdy9LJpqy1+3l/ngadFj/0jl4G5ZLFY5gFAhNL337X5traWjj71sc8KtdipDftIgQyQsYzXT118ra4ScKYRnuTrnoty9X8CLc9wZTOS+QHQ08atv88eiDlufTLZ0MOLcmyipqvyVYETY0OUpqKtViLLkFItldnYTCRTw0vyeDb010da7v26kX5t+l/zEvmgMHX2olwre9DBPD/mud2lvw7TfZv4BFYklvJ1kIKaEsXJ/Ban4pqir7B+09lbN8WfTuufeolrIKiZ9+3Tmqwb2PtIG72YLRv0bkbYAc5JcoX8siWZobdt8h+jhJlo2WGQMhkGNoPLN/LBQgGxSXoP9ZdurtY3dbtfPjpUFDZxS6M4Iz1oA4Fqu9wX5aQ7v7Ac+9GY4uP/DP708XI4OfOhv9J0EP7NNuf8eSkq0Sf6KreLElAupsKe4vRLK0GjFNrULRi9FmuAZRIW7gUUAahS5fg7IZ1bWesrETcaeFMDOjEn0rY05f1uNIQtBlFNR8M9G7FLK6nIR1OlMhRRELcbV7rbJVmiUBXgi2VLtxvIV3asrEac1GtV2fAOzKMMOPcqYm8EfQKx0psOw9sk1QmzSZgDVHqFWtJtBZVCceBiTcuxACXaWNG+f/fXZFcal25nb07cHCDPs9CmWxV6nE+1ImZiVnmemjzSq+lYmLtgRHu079c/SMzcutQa3zgyYW7+yqHPHDj90qeWJ7a9du6v3/56h+bVa7c91fHmP6lhSLCxj+BZEe8qrBcDVzM2DQEjOqjAIa0NdNVPNtmBBV6kV4OTa8UXdsLYIqUVIsv18k25wOLoXk5QcCt7hi3+8uGRVYrWuDbv3pQnczqkA4p8xutzGdVuZ+b/dk9R0kklKGxPBpbn2sMlGZ4qflIDW/rBjyJtg0bMWk9dj2247c5rn38CQTQLw2LQ2Lu9RUxq129okd5IRPRYFqelVNkm55p0Nk8cZMDaP3OVjaqmTYPyGUqCrC4LYTlToXyBrNhiWFhOKuyq+KqYYMssnw3Fefa2xqeeblt4/31hjfDOAQEBlCX46zDv8ZabJdoug3S0BLvj8VYtsmvQ7EJFtWXeJqlNldfaZIf/VtCs1xicH/PmKfDfk3IruI8OldU+deMrixlkeu8w2nC3ObJ3Q/8wunSde/8okV4YZgW0ukzwpeIFjWW7WIS0t6n4TLFfSIyzsKE/PpAAagWGS9UXTy6CHNgaUr0bKDxlzq+cmAc3s/FSgk0DGwrC3UfpO59sYloavKfhLEiUYp4Ty0YYZ6ZD8Myt6nYh6Q4b+vWOxcu+9h+7/vynK//vn/cXblKaBw933tLB/zkWEzRbZSZkBynLLAsjmMrUAdWyATyv03eCNgkOGke+zMF0zfqtnTyGBfTWRoOS4yHUaL+rNj+GDsfIeeyS5+sdbX1ik7K8GCspqaaWc4XqQ7cd6mUk931v9+TEKidHWgY5XCl46z+EwZC3a0ElSN61R+5fAXyT5S4FX93G11PszNt0pYfWq4CmLkP0rbJai29/tt0zPuHxUxoZIgfpxEyhWiu5AKDAg5x/BewbEdg7upkGMir6bNPgkKJ44xewTmwSisnZcd9Qq+TXN+pgdysHLUNNrZ2SnNogITGZPxLctGXEHQNcZnU8W4Yjlw2tgpIQ+ss/X7EI4OLjQtdSi3yINNwmG9N1kA8Pd55ZpEGsGZJ4E9wlqsCBgdHp2P/r3O9LXLmVZeRU1MnUQrWSRqrifdzFLy6Uy4nKvd1d6/eDR/QXX6TigXn1NvkQF9LEoj5ZM+k33M2ziwqmYAxuTmQ6d/TcAmw/u//MV4eE/z4b/ewrgROfiW1bgEixPwpJQw6jcyzrjIva5IJdPfVzy/beOjgJot/s2hSvxEo1pGFn46yPFFUzLZq7QqulvmbyvAePnA8JZs0BnaQQr9721F2KbOxPSfknJ3y9TbDpGYkLJ+Ui5vqbC9YRms5BgOtnQlVxJfsTp3R+HIV3NHX4MgxOVDeYEc6lYiFXQpZbXokmpuEgjqLlmshlaIIyX3iSohJQohD+6zz4le1Tr10Q9Un/cbkgxbBgeokR8n7EjK7MniYEz3cL1G8Ho/CXz+NXtx5fK/2GWdhU72hsruvvtq6VP5zfG7vouk8nj8eW2tskgavAMw+1nPpj/aE2Z4bO7eovrGKC3jx8fmHdyH7xtHVpLVRyqeWKcvWIE3JB9OuEdMsG04InZTP2L1frEqZql/dsv2+jtFlPRgRqVIIJYG8F7gwChjb+uf9J7bpL+uoRY9bP9m+C8lFJQmcKnTzZdSeY/mOC1cczsE/T35X4yC+WludPn2YRuuMO1337e1xR3eS4v9g4lJKyqZ7yxYvCLSZqLSO9ScAXF6F1bSqt3F7iIBCjb7rFKJr01SmrkeVyVd/cDWHSx5vs+TGvTGIFgTQAgG0PWifCa2+/cy2PCAJuoiCB7loHG7IwtEJGpBJOXc4KoUEjheKIBierVJN5WXXNLxiS912rfqzWuzTtAxdlHfb56HqxsbPGFSpC8UUdPZ+HqfOq+L9nHD9+k36x5/oVL/l3+wpQ0/QTfRIAIxj/qphlAF399etOxPzIwdWXPrnXQeZ8TDjOL1WBpyCgLKi9ma7zBHDCL85SCOYynbmxBvSAF9QC7hprJrClSlkpBFffk/5r74GTlXK0mTvrjm4Syf79eWlkpz2QDbjzmKXRKvo0Bi8fy+i6+Tp/NSd5qFmTSbdLtSeyAAxtbgDvUBtDOUqUhTKIaMvWhm9puXM36mq5tK0PbwI9KwmTTb98gXCpOe+ltQaXnOnqVk1Erf7kIi/y0Jraah3uCn5SYu/osy8uZB4evO2HT9916kQQlNps+tjqTELpsoYUGUMDk6Jl0zcwSIA2uGryDq5bzIeXwUiRFKuFoh1Qu4YcW0RxTYt6TxsQo0/9870mjaGrXTq7FJFkSJUaBGBh6panpOcZDs7GkwK9Qtmp3yNitmyTAkJJY03x3H/m+ySwVlWaqQEtGmbYIbhaga7OT3sKNS3sbrJZViUSiRVAL2dgtS5cEQ+06VQLlfW/+tf2LU2anyfklwp4sVeESehLsPCITDNyC1W67wmWbk1JYLk4W7tIOCSlcP5575UjTa50HlTIkaskyQo0fDpLsrxdrOJy8PHfvkuCIuT4nrv3fs0zeUuzq/mRbLiwtGn+QK++DDgtCzu/g37wf9cQCr6jxfDw1swtpebPEwBTXT31aXoGrPeXod3ItmwwkrUqHu2TvO0T9rQ1FujptMmRtEp1BaH6Lv3ld7KGns58NCfA0YocQZqY2JrX2q0Sm7osbRsFa6XFYBQVRkZHCUUB7b13T1ncDqbYxRenyPHaO1+7e9yO3PVALvmzRaV74PP8W/sG8zY2Hzeq5xb9AOpo4RoXJjKKopdTlHC90IGhVp3G2kaYwMJn5WgtV8NC48p756l43SX3mSY/WisNKJ777XX+Ojv6R9QomcXmGKBeROl3lixvlBK3Sg6Z88KzZptqPv9RZa4vfqle3D67ajoj0vNvblV813t979de+83rh1/bSSUnZpr4hDJovcMav+Ru00s74EivGHFqBpoo4FpV3s4HpSxTwxQcJj/r5km1SqcVI4KhHa2CJUj54HpgPtE3bPZentYOuPxLEVlXnURzlbNvRrb39kwRhc8xC//fg7X9nwstPA9rsvk0zwlnrk8KZVSeYqw8HD7mB7CwXKnsv9dx+PY9Ii5zY5FYWcmQCV89Y+GTcDFDPNxuvjQbJqTwfilRFFP+ADrJA0o1srffwnZYMgshA6KVmUhtXpDH6kQWrVeKTTpwurxKlMgWuTxXQaiKuv02c5tgjNmsjMTYvx1PVFgUMUmgNI5U+Zk4rRKydrkwgFMj2eDRYDMKKC5UDS7xwZnqiqV0NEAZSsgDFuuh+5+F/4TBWJoEqqmilYC6DeO8E37XBN/Vb+0wdKfFSHlBH0vlKgAkEotAazjukZBx6PWBls7LvzRt032TBurHWHsWfegR3defVysJtsMkrk8mAYA5upjAQUBLwLaSddbH6Q4qokD52nzknP+ito8ekRL/s1dmkDdZrcZZYnXi5PzNK7Fx7+W5zz5bwuPu8yulgi75ZqTC4hzP8dFMsZwLdqeT37QD5sFK/7aESbxsrQgf3qRvb8sa0GoLNuoklNrmgkR/6+bNvjuNi1f9GQ0yd2Ihxmia7rE40GgvH94B1LdD8n8uESq5rm8rtVBlujabF/1ZtlCA67zIqLkRLYrtXYlT2DcGXFtkuj23m9qbJfmcZPYMcO4CoDSC91hBg58XrTAejwiWKcSPjkCeKJ3ObR5sZQHFrdEiV0672rTgSpq6NoPea4fSCA+yi3y0JKJSYN26uwlAzIzYSBWzf9lZ7RUt5EKLcJisZuDfLITiCUjZYz786GGm7fD1WSJWmZ2iaQZE68msyyXhy7ib0n7n+Ud1V48JP36RrXzKqwXpiPhENC7941f5h//ZefU+D3m7iZ0OC2JmRFEOz4Ei2WP9d2pLnATPzqV86WRUzlBz9aBHAd/E6oRWV8vW+ViNnT72u9deiRgTjfiAgHs48c2faXRaTchT3lEPryfuvJOtlrNrsNuFHb1/EN+9uYu1uD5ROAOGlq+9S8ovazeV8tITi1Jnad6M59dp38oIILN8CUsO3Cn74nyEA/UWDfhmhIMsqppCyZavLKG1co2VTOfEnxU2bBNu+2ZDwJ8VgkBAxEffePPWr9+cLlGGfiCJMyunr+RW//3m6zc8oTdfiP/Xzxt2a/Vdte0QUijmAIZliLGrbuMduroJIaX01iGz0tkASoEb13yn1igxWy2neEDFkgrNgHdCslIsX5ZbM7cZJpxN9z/EvfDT2j1f9mHacqvkSEiyyKMnSXuNKt4Mvzycfd2z2ThnkN47Utg2cZr2vWWaftN8+uJgNsUq1OsvNBtmbel0/UvsyGKX+cQGp7dWPY1ldYd0WaOYeVgy32+mCOlGqxXIR+Z0xoc++obzqUf6N6Pynn3f/Muesk631agQGxXRsticCq1l6YrccHk8y9Dwh6dvPXhl7CdfUODtM7zodSE0L/nl16Lf/MFqNIAK2+WFMObLqhqkwLifqYtLCe/m7w7+5C+3P3t7/8mLudSVSGuFcaYzJQZcjGcZm6yn1RIirU07W80EMJpAl5PIcN/6R/YNWPSqSzWpfzI2DAsMGulagdg90tgDq4KcL4mvXo/GqSrebkK3bmiFUMm9/z10iRX/z9+Bp14XfRGQ3v6gxGLgQRG7rU+iQyXf3d7WJDSb5d3f++bhD0fvjDtX/NDKP0V+lcnxQV1RkDvOCdwrbQ0vM+cvnQsqxyYAeA6srODeOro4L1z5mkT5YZbJQqfUl06S/BqarWjsLpJU4IHYtFZgbZMrkO2dL9h4jn+E0FH/fGTM8/cw4vECL7xb+ks/0NNKfOABf1/gS3M4zaPxMcUtsMTIgHlaLofLK2VxE4dfng2XdQZsBf/fPZIDZiWR7d+EYK+W8xpU9efj7Bo3A4XoEg0du9FvGl65cPqz5leipflCUSsla3yezUuKuWMXo8ijze5EUqU3jsq3FYuY8GahfV0qXMpooeryaDhTTkXfXTPKzf0NzLVj+mti2Vy9xgKaMBi+XWxUcsALrwS3iEXCQL4EicqlWjWDxRdTwiJd5wuKXa4lh358TroRLDHiRK0JETdh6Xr22iRVgBjtEDAsZce+4LUChe1KIKewpvgSEAoDRknTpjo7R81dDQIUrd7cEP50gScZBKLMDc0AhCgExrLGMnP1etSXd7PMsKsyq3LEs7JmTeH7Oxoe/aL4Mwf00mx0fiy1rUPdqIDY7g2Z+aC7xDDVAnB9jSGhQ3c+SjGE+MJxJpTAJUaKKZYA/G6l5jTi95Ufx9/xb9oZlMnI81GHmAF+LN8zS8QVZuFEQRSjxLxSBRLATCK47rY9XIj2xWhNl2pZXzPgRSxZGLlr59y5a8ovkSN/fkU4bMbGTs6BMck6UkfwtJl68ietodXkG5/HO62ZRw9USuXq1F0PcEcnssLAn253hD/Oy+rpZ/0wtRgawJgvquoDGveHixJnsvDptdTTG1tuuvXp7KJZwfCkiBKUCiDKpFSDbZIzJ4C5d1JCU/Wuze08IQWTia796ze2Dahq+N9uLTaoFX1fY/Y42t/7+U31YK20feL//e6afZ1pkUEkATpeh/ffbxx+bkR4bo0xuUrT6cXxJQwwoVyq1yZjcFoxB5doSF3g1KIUj04n4zFseRFo29+xhivLtR3R+OREVWHqTB05MOfOonnkV0uQGP+iQAK7SzT71rwz2UGM1aql2kCKfGE7f+bF8x9ImSf/eX72vl2Xb6ViO0Trr5yQivLZNUGhVVbeL2bnZH5N2f2c8nJQvHG7yDGInH/Z5HpoSLH+KxvTR08E7Lk0ZJHIpnM1oMl15rcrocrF3l2KqdWpFgHHMuF//NucE7SxzZb3n3i2kpWCo0LpG58/9K2y7bnsW9Xr4XCDkC3rOwSJiZAIlqL13C/+8YR1nap6OfefVG0ITq8CTGItkNMrxRSwspoe6BoEEE6lXFq8lrboNLstokvpwIeT82q1vHHEoUCFm9ebVi4ZVI2egRIVioUPGJC7LdpgkgoWcUStL/DJsahPr7CW706vG0T3/crpXRXJc4WxNTMpyZWLzPGi0KQCzi54AKNcC3EFr+Cjh794Uqh4weogK4WZgZXV89DNLY+lLrEjHX84tuJbP7SfzGLiAb0W1FQjknpZWq5MHzR8tKNznbbR7Jar4iWkCsgDXn+NKIGbNmSwlbx2P7IV5NjoJ5CI5fbds2Hz29ibqVNXKVdNOBVROLvMz4iXGyH2rxAwR9GUWOwrFQwoB16M+TVSrEjp2qhsrSoXgb+fSG5oaTfY5F96crssvsaeKP55RHXMK9KVAvNF/hIdoSHRrkUU+70LHs9GeWEmLz3li3eVa7IZqHLL3rEBq5kmr0WGEpOLWY1dg+InK9OwRuIuCJBAXKIuLCfnTeLi/BWup6Eksapaz1TH64E8wwS46EwY7tVQnHEwLUBVNCGySFNxdxgECJc9eiUnNTRcGvcPOIALITJaLhvaLdErYWabRMTgGpDzzxCRHAgzzLYX+3I7nMyFPJUKYsFyysfDPAbUQaNelJDXA2MFqV5PIUWhQqVrsbSJWzplCgor+oAKTkiIMn61zrVI8xvW6X4xmy+kQ2VK8i6mSBQZ4cGNGkN05otMBtW72nrVWxvEQoLdInS/lXhu35foP7wNBlAStItE5WTtbyz4/Pdl7/w9naDBX9+uOwwniQcRCVSs2CTiqXrVcceh8WyeBkoKMxcNillxEZQZE1lxAaA67jDOf+LX37snOXZJ024f//SKeXvbNAq99fufdt+3F+AaLXMDVnTR1VWhohVzkyipi49lsZbNpP+LL/Qh6IkWbLnAXj3Yf98d9R+fMwYM8j8uDN9KnowXI2EJnV/LpZZaiuIsqwa99Uw2rNDzKk8CU+rMiRoWQAVmXKDRUjpB0ijSnQ7xeU9w70MtnVVm6k9X3OTCjx9eR3xRjYHY1Q9PXl6Ncuk8sKftk3gpJSir2Bp30KqkmuAESTygeu3UibulLQhCGbd0IRUQC12/dJ6wV6RLYsaZ5wgPiFHpxyRzZ/FKNlUnSE4qkeWBWK2SEBVIQTJphdBBOzm//f4oYQV+iQcLn9dUlt/9L37zW2M93F1XV/pomI7VMuJVebCUfmErsiBkbn181CGQF5B2/HI4++PNwflyq5Xm1Ybzja7mE94+0R6gLE3yjcv/+rwCt4vHIiH8lzlfMpusglyaOCYXrS3cWs0vl82N1clzE044kX2HwCml5hTHyH70Z+BSrqIGQH22sRAWZ1Kqv0LrJoGyduUfiTc5tbxwNC0RiQ599XCf2bbeUPdOVZCo2y6V6gQl9xLhrCZQLJtMATmmEAeKwgqCstaDm9DLC4m5fLhLJzLppDxeLPkdOx9zemaiaHezZjGJAraKz6s4YEwsUeoRxLwInytU4jT05fb+px+gZ0d2J99Zvvx6PMEAuXJ9oEddBKtOrdjCS+JLKZUElRgJHJOVKDFnHWiSLFRX0xiWOX3WKBSJZoDrqHQynNMIQJlmfmpZgLHR3lItJq8sE2xerW9r39ahriTPjkPhZIaqRUsAouzqEfFEbi5MlZm95x5AJFwcNE1y/zhGZNsFd+v23Jc0kSzuIz7JKnI5+l8r8hWi8NadsJTk7p4ozZWJsphflqgqIUItxhmVlC9J42PhUIX4jS1bCskxHH93JvHlVqV+W++GDWT75eqsJ3Q1CQ/uNQuIovfyLMyLbwJMPLYEnUGCBmutGK4ZcMlsZl7QjQvXIvBsLrOY48V5ADY1OQ1VqkJnQ76cxcScvuT96m09eFgzPu27DlA6tKnbgBzNzA+KuEJBNjBs9HjWHhLK0taRpan4bQ+63r3IJOpsK1c6OZPraMaxpWrDOk4xW7mwath2n35xvkYFMI4GIQHPAAi8Q5e5HOcNWudmJz4K1OdusLXcagACikEaxzvbnJFoWimRDHUNtIpb5P1tiEQonV3UgvXrdXmUR1uqBVFNflqu3T5oalDpDKML3zyyYe5y+vWbwcyD2h6NJN83OHPxkzqb4UhOeGO2ke0QFQQyJRfObBOLUiQbQhlSsj3x+0u/BXgaAIBMefRihrtn4+4RWSGOmKS3jSxidgIHWViXi9QsDbzfAwwPt1QqFoXEUeeRwbtdweVJQFAnKalsYGdxaYUVVRfuUTK3Ro1VcTFrXPzL6a8+AOzbgly4kJRWmGEpkI0Wx+J1cQWIn5rM+KHHmpDkqwmnBT5Q7p416tCM+WMRk4cjF0OyqmQ4tnx+uZZuUnSzeVgvFs8KIRXNYLBBw/PXI9kmp2ZkpAIvI80Eq7Uas+9Os+3ksCKuQpzRzXv/b3jLxKu3yvs6ux/syf50tKxvSbpavza7MrNDmRmfSy4Fux2MJWCsMXTpG7WYf8ZxcSJY3Abj5i4VDfiTFozxZoCVEmtr55OXPwqmTLrIclbUgg5JcasPjpVS6ZwIDuDcrK05sQhJgZWuWozrkuyaunvDzPbrWdU/rzVil93AOokXr4WmWfsvQtjcaj/SXkcr2Bv/C1//dO4lvH3ynnh/D5J2ZcC6VjZKqBPEQZ4XzCcqjc3FY0oTSgfmGUYZveorIMFVyovf0PJoIpGrFVsYDykXvRdMtaj1n1CM4cAPsA+lDqCl3i/uqr+22gj3b1mELs785Y8M/6jCvFChIjNcRCvq6hmCtRudLcoG7sb7J1mruElSffvDtTaVvCYrkVohkamTkAjD6czioqNlT18v9/H1oEov3SaVnCRYGZeKS2W7NupxT+zgxoFEPD5d4/YN2L+7GBwZbsxOrPQ4RccWyShOF2lmySv9v//1m3ZVvSDT/j+2xHuLxtXk5DLL5DMhSAHmqD4TsgjA+mX+wT5zW0M7nmcgVR2qTZQRCYMtCHBLNVGVFDJm6X5w+MFL//qhiS6C81PF5DIDcEaz89DGuxpTsolqNhP3WKSJoByqZ/D8NRgwSuC7NxnYwUMdLoRa/QitBYA0RejB6r/r4m6VZX2Zr/L32PJvLFXeLuHPbRXUFYKzUcGv7mF/9iEwnufqGVzIQEWIXQ2ji2UyVq7ereES0RDfLidS2UQuB0mNl6aKUUjZBwlv1LmnpJbvOzeuUPG/X52ZQ9kws3K7TAypXN5KZlyzVHdPFKntynpSHM/izEp2qSgzWfTrBkT5TB7hUomsoBxfcFOldLJB38fRdOuBAdPNqctu4kKCeVrRNlnNJxVMnS1ES5U1eW9oPiVvES1NR2ZeX9rxFTlbxJFqKZQmZWgOINFpcWdFHGxPitcS9QAlgtWKF3r56E92HIc1h/sLmQS29KOrq5hg2CiankQ0cgWswDFEmAtH7RZbS2+/QqaTtqidQojL1bN5oaJGaQVRhHQuA8IZkHy6qfzmeDhvwnM09tXXjhKcsK1nSBBavVjKk6dFw7e1xL3T4QCLJYRLCTf0DECr5KZBZfka/YnQqeUvd6/8506o8Rib0wIt36Pv+SM3Xy3y5kai1GSV37kL+DwXLKZKQk7cKA6uYLzTUTSq9bW68qndodOrHroMGkQqrh+ug8TEmubIzmatCPs8GBUX61VMbqqLjJZffhJR1xixQvzTq5jOgLQBlUWC2i0XyB6QzP8kVQlJ5EuhCIvf3UdzxlKF7o7K2Xw9Pp6Hd5fAW1hDhyk7Xy4pkUhJFB8X5O7Z1tKgsudW0elMUu6rofkElBFKpYqdToVOSH1cVP+7tLIeoiu/eu+lqLtLJ1e+2nUjcL3MBvrnxC+/kVcrCrWZu5X2RaarHr2E1Kn7Fe9t9P/6V67HdJ1f/eWWhXaI8IOiXLbnb5K1zPrNoMSldNvK7lOEUWhKrsUZUY4RLST9DnCt3JhMRfBYkYsLgpWCKCWF6p2qCpsD1oUG3D+PrfvOALXXgI5Fx77jGWwF30j4XVbZ2vRK+xhfZwBgqj2z0nGsN/ozj/pJiMtz5vGC/bVR5y/yucbhA7GB9hS9Hi14imK8UlWHLifmgUxX1TueCrhCVxkGXJJscjULE2XMY+zJHv8+utnDsxLuUDt27dKm/Z6586cp1nH9WtB2M04f6X37GeGbfxx/Ygl4k8jrhZ3Pv3RAsraS/GTU0C5NYcU3T4aH+tisu4JnwYUs75ShbRqeYOi/fzb91lcbgqRy7+GRuatzkwFDM5kSqAyNalGDXNo4srNWZXVWsOHHysuvHL2rh8//ZlbiYm5crBNCCJYC8gK688NeWYU+81GKXuDPXI0KVPUaBt890nohLNetLfU3S1GtWh+tFoWC05nCGn1uqH0gfzN0m8v2i4CPh3mNKp5dSbI0951f/u+Hr5zZ8usjub+eSumEU1UhgUe3SR1A9npEqNDIBXqrxHcNcwM8xeBQqwtGSfGtwEvXf9ghjyMQIigutBahHFPwKWk8NKkU0wQwBEqj+N2dbIda3CKBzsfZMITGPeShLnbiOsDieJ+xRSvLCxrQIwP80nXkg1lKG6ck4nIuzSiF0MlMfZNkCjWKLkdklVpmX79+XqSvaMGmTbE/3ry2TaK9DQF885iGQ5bmShm/u6g12epAlaRuLC/DEXxDq0MZK9SkOZrhJTyztBaI6/S/vvNea7PRLzM5cCguFfbJ4mIq9v6krwTkNxkc6i5r5URZQOGVCq0vk1PuoAlM4ilqNBxRUtFshgCzRA4ZWOppFteCW6KBp17j/8Xjn7Rz9bSlXLbtmKmtrOIhPi/fITb5wMULYX23KOf2kZgA5YCmpu7u7W05UtWql8mk2skFj0yGjDQZc1UXR0+fWvKaIHgfZJiaKuCMY7DFAfpj39vRd9JXjtNJuUw2oNLkOgQXZ0IyibK5vVkszYB5w0B3Lv1uTBr0xqXlIiOOS70+lvqFYuuDpS0aELrA5vvBhjJQswnMF6FmmpYVNAIhFeF8NtJXNt3VUz4/WVBYXNtNoDcildA2p5zzttWgem4lId7ZK55eqrICy107EN8Cn2FXAx7K2g+kmb+Mlk781S4E+EioqGkjTDUgH6Pxm3kU57td9NlVDKP52VLo+tJyq9PIQoaSmwsJ+BtyX62WBKqc1AaJ1OnZfErV3+34yuYe1cgH/5rIBPnTl3xKqfgul5ydKZwKEU49RRd5F6Wj5I4izSKoT61XAnqsXebgVytdGzY37eTfX4oSs24wwsMLFQS4b/DtI8E48NIzv7CYFg2pt92jN05CXMd/bc70bN/P+BWqTA2Lb4ZEti2Zua9efJZmUkKgpVqKjmb1ZQQoZiEkU+fB1BgqEEWAPCuPnJbW9Wp/f75RpVSYi75VjKjDjzZ6334OeubvwQ+iL3epiFiayMHHx0pJRvPPa3UxvNxVzJZ2C3813/uEqN6eBcFsn2j10IAqOtpJMtpcBE+Mhc1aNhWsgRlEhVt660XS3dYY7Sw77v5v5Ok5GaMFNjo4+nxv52Tj5dfFIlEttci8ixWDLPT8I9b1U9VU6r0m9CZEP//cPf4+Zzg4ajEIAZlgws0LltLdEDM+w9o14FoJMMNAogRdz1YpAcABzPVs8Y42vWchppJVh1QJt0YtkDcw1kZx2wiYEthbNGWy1Ft3swCxqhYbTPQ8xZbTkFIkqmLM5oONtRaw+G7Z/IMmXYiRXchFryiqNfbllXBbPnjbV3pefSnQZiBApsbVyD6r3FIB5yYNztbOHUvhnwMczyL5PAUAwNf/66XP3zkdi48JPueKEhVVJg/fNdjbfZ/n3fPjnlVABAgItCaBrB2GaBWE67V6Oqpd13v872/YZGGxO4GA37+O3u1UCelxf16cqGIIKAShSJ1SGdQGGbUOA6dxc5nKq3PlkApqvQ/sKAA7ZfojW9TBim2OrlxxBx63KwyhygWYkkRzagigiYqHIaRFqhlWraZyGMKtVIU232WtAIBSqEqE3t2+VTxogfIwe3mqGStnxKZdBw5u0xsSK/Gx1Qs4j0hkvEgsFlQzkrDvbJ4ztJgri4EOA82qIh/d0lMXFlYQzVIFM4SIfZBoUiMTyu16o0kFe9IkpzERiSTWKoTsA9bqubQWIehgud8h6+Z7oOY9f0gzGFkUXAo3fgQczwOoyvy3lGt7VFMXo4gtyN1KZq4XUJho7ZV7T0ekIC8RMlaZur3HvP7OES4t9iTSYpFQbGElAmLqVnGrXkZkRE80sJfTyt/R1P46r0VymUtBkKNW3MKpUE7ksN24HGN4IbZQVzeIaxF6MRMHiJWvbNue+vWf6O4HMLCGr2O8szNBImdlWUqv2FUOezlLAi6IIQZztqNi6sp8ZoPWPzMjrYnEQIOtZ2AD3W7a0dS+eiOSMTRjbTWjwTjAEMVNzcv/nyC4AJCrMBQFev2Ou8vurLtLNi7EiOBWoBTa0pbKq7xXd/v10hbqUMEhQELcdTfJuuu4u89cl3+O/zq7i1avbEh3HdkxoL3y4mUwtZwSc/v16jvrN6Rw8wpdpsTafX/hgVHOZwYfeo4685ZsY4rcNYDU7NY7iKyVVxfZQoYDPz3iUAGmxVnu8MODeSJ78gxZqnJPD9c7zZ3n/5TYCfWmrlEXN47LVXmlhErUUX+8MX+w1/7zZ3I5zD53M5QrxjZb8z1OooxZN8qqHom1DFG35m6JHH19JVJdFsguPdDVhvoqbNpz8Lv3v6UVSLl4Q4or2F8o/eebPMCxc8DBe067Bh/0iFGBr/aFmlzKfPUqM3KU/Asif2GRdoeC3TKlJA3focZpMCNz1RdoVJdYS3r5W5XCFqGWrPK6HBS4tlWpCdIb0/uA1tjvupVHfiV5xrFG/Zf/zN9RC/hHMd9roN4sBR8WMdHI/iujWGBvfXOL/NLcg6PAx2qFuCv3/sDyhO9hPS03T2d0WoUpIo1NOYbwe/YSt+ck+3q13pyjYyT5VGbYM1HqCWbHzwci8luR4PZTcmKM4fk1fe+nyyfkzhu4awSa/IvADLRbd7uG9dTAvPvs8UiMUMlrDHGYHp/jhnYApycAh1WxAWgFKYLUVSEOETPY8dmN+ztqG+zakqfHoGm21Gg4cz2vknvvprn2tArsMEusNy/CFaVtPJscHGXZXqBOASzME70t2ND3FMmVC0lKy7+aHk8ypqNGcjnXv2lo6cp6QYD+9s/o/9yD3Y2TqwHoWz3SC1ltJITuOLpp8xN6fFVF3ep+PBQZi/sASLQop4+9Hm9pAtzLoaqhpsjkPvXUlnImxmsoZyKdx2s6nDjlcM4uZRWFIqGv3fGx7Y92jdSZddoSD1JRhH5yJD7zyoYb1DJGUG+S1IETy2EwD8MgskRxpFlRB5WARDVkwWQoMnqO1BgBW1fTO1kJmIp0FYMRM7yGaLc/CJ9/NwmAXCgHqEEgh/Eij4SWVC02FgCU7/qIp6UTa1V7MSs1VhUrNikpR8nKsls5AdDlLz1yYJtKX6hqE7mFzVpH/6MDEiZWzPtrEfkMqdjmCL85mbSSZM2+bZE75SYqOPztDFE1v/omQJQaN1A04PUN1/SUBDVU11DIcFABBSm1W8zHwoWt6dJzD7arjqQLGy3SmZ7JN/m99o3HG3gxBAAvA9zHwBV41y7zzntUmT9evWpaqiIqSL5dpRgvj52JKAekuiQBJVh1V33Xdx4vXcncPH21tlY6H/Gbe5FMith6sOH6+VCTo+7k4nRZUB/laRVfGrerO58z4b9agZWFYYmW6bPuDAavx6UV1C6kpiAWRFUwU9T3typffi91oB4YHGkDblzUcjUQpDAp4TjpO6bMJilIIU7nmToVhkURI6j0Tq6WJD2HHCnKvKlHhGXmpRtuUmzY25RssGx9xwN8ageAMplXrleqQRNFwG3bbTQy9n//3fGDwW5q12/efu/myjjbp2AygUpSTIzopZgPsysXU1QRUrc4aKmoiXkqfp/5H79qO32T9q1tzJYrPAX7PakOtVg3P6obqRlw6TIRKcnZVyJVp5yJE0T80hzptEjD/qQfMLBIVYIkomUGBt5fKaZX8BDf4i4kLkQwTIwtCil1sXuwm9nSaple9OE8xDcUm4li5dYqhcZLINdW+HumWLwqhQVwQZ6/DvwEoN3A7+7A36nD+8GJTrKAIkrCmI7OElMMhBKQarjyk0FrJpz/AIKuZC+iGKQEDC3tDRKPvzW3XtDDMUK8iAdbWFfrSijPVHlLQcoth1FMr1qXzxZlH9ypf6ig2WmSv7S/Ggtc3nOHAYRNRxzr3f4Np6yKJz82BWcNh5H9Hfp3FAZh7mvNwJ0Kkge5kjm3dKi/VFJqNh9+8oW9/35R75isHNy5/84bs2pNYmE06sx72UosnVML4EB0mRf5oFIpB2Ur0BLB8+jaGwxLSAflI4tnZhqP6lemQdbclS4Xq6PLUUbcVIOduCEObdtHWhVEJSFrLPsSXL3IIZnsSkJdysNGpSG42ajtUMil6TcuqQs+UIOrPatTuUzW0t7CbXYcPfVBwiR4GCBzCzDj4qEXAfrJXsavoueyjv245+8eKywLf9sjPto4eTrHBYW6vYrmiPDGhaxBJrh06K/uMEOdzJGnt33uW50Lv7rlpaW169FjksVbPYd+G6hcPJWVsKHrayhPx8lU2lDXshGk89Xa+NwSBzY3VPBEtZRnaBkraouZaCF+80/jW77uAMfHxaqvMLGI3D11g9L1U8z4cRI1FYujc8xAmxyS8+tZVM8ICg29HK4KvKJMgzUKMeQyTo6nmwy1BiEqlNNSipauQ6rtDEGXiyLkLIEEWppCYZYTJpjiACjVwBxWQDa4zOWwwWXC7MYYikE3Vnx5lkSkcKIEEBynI6Lh5QWyRKwXN5zGapuMmf1gkdLLDBajAjetXCltaXANy/i0rioOSywm3Tf+pMDXJ1frBCBTjtkSoN7sVIK4DNEOd6NXvG5fOKso9UnFn7dpW75wL/LVT0Wmv7mwuLCC551G984DGW7dIhYPZb+R2v3Rvb74Fs0RPTDywVOMMipWUrlgYaa4DEKOzTJJmhEK4qbD2K4vPyQrow3NNc2fUBcLvnEuF17KS03KyHoUbVInV7WfHNQcjwTPxkWKoY7GWP/Vsssql3P6ODgfvpXTDNTyoayeSqsZFlKaKnkBthjfPONtBDi1LeZBOuVberoaKAo2Zj3UjHspFRWadQlcY8MLdTgFR+XIzlbsxKkFF+Jk+hoCbo+45guwRd3IiCkSO3ig2fXPz5lpftKfzg9UiFVtNWLTN8mQG9Ndj7Xd/VfkemHKUiMaFfrFlXKCpkQEmi201C5JmNxFIB9PlQxV1MgCBKhEqEXP+YUtObWuiIRr6vj5tTURd+SpxFvzBJoCWX2bvl8TL4u6SjZTLcOxCVRiLrk3asqUhgGgHFOqVjV994D87R2GtK+edoTTfXw1AmsIkUHUYDDqKb63FKDidRLZ7gH7xTTivbvEERwTS8CA2LBpz4Xpf+b35gEfs0Ja2n6Ww5MlTy2uBVggHqUVcm4xNTctNEpAaBXO5Vh/RmSFbPNm8toXt37jF4PnL7323S8cXiILJK4MVzylZAT4zFFwUUFPlgk41sYu+QNLAQ7kLOlSxV2B/LX3RhAfOTlGm38ckGiV/T/9uOofx5nBwh/NjptBspJqphv6Zd/aXHoPiB6tiVt//HvgJx0wuPezihevSypKBY/J++/O3h3RWeuzyLwvmUwKbDqfi8QJDe3h1YTdlFbJ+mGUo9qZJwzshcX5DaWsmkjJykV606EdX/zxruoJZOlvq56cxl/OtpikZl4dylZnYfCRx3dkzYeL9Jp5Uzx2pQDEiyHAWI0MD/3v86Xji/tW/2N9duht/VNv3hiKZWK67gVpJhAr54ViIjW9vvmPu5dV9vob6/AHNbVmVu7Uy2UWZD6vq8r8ZklicjbSjNOlinxAn/r3slKpNf1AF/5PtBSjGh6DZ06Jripy6NFWm6rO0WNc/++C4A1IFES+xfLncbsNqc5WZuRkOZpicKmsRIJSjJUlZVNv3hT3wfvZuRdVSmkshKAYIRrsGSJuQflURWJ1GZU4nIslo5ksxSCRoDuY4NWCyqLy/3kMrtPhVB5ltWprbSHgZb0zDANKpLjMJogKSeGtRR7cqbUKl3aW8kUfd4yBHj4CSCl5JQ4+qQNfrTAbLNii0j9gxN4t5iMWlCKzqKDWA9J4DpKU4wl1bj2faSwLGCwhWMZThJyCgnVz82avkI2WMtkGZxPDGsusdnbdbwZYlYYgBXJjxvPg53bx4LZ33n9fmfQ9/tPPnL161XJ6svM+FRWRvOtbRXYMpRJ57cTiwH2dsuOx537/iKumUjolpeE8V12v6X/D7mowdh3/R1//Omv6xMPBsjA4Ju7VTHH1zO98vyGPTOyLL/nDxhwCFZW9gKEA5BYIAoZAFD7wrd/UCruaTdDy+Junb8+nZHZZPt3WqlNqKtdP0nVb5YaenvWIenn91KfqXL9ed6uF/um5iSBezDArg856POdt0uEFqtTSqLmckXPlok7Fg/lCfaCsN1hf/HPsq19qrBo7gJqyhfVOBcs+pNjfANphrFbncqP2G6TQ0Ff5y6/OGXbUVbiIGBMlG9ejqQhuc2ovX80d3rZwDZ+KLD/5w6bCKire5XeY6zLbFTp643TenzsWKxG8sbnR6U3OFcU8jDp7JWSYxptacmQpnWAlWUkmnKOIlKDGMymWhjjvlQuAzlmAaGk5400DKocAQIwHYO8ZMgvZoscf8oYDAw19IoxSwSQMipgS8OKMRMIz8mJbnWvPTw5Rr4ZISiNkZyNCZQ7ko0SUxbFeXQNqMYZSnLecSEmlb/3ndqUalWxyASW4kEzrLIb65i1gT3DL6svn/il/RTLQevj56v1oBpg2AzP9pDc0LtNW5ZyBPnOW7ZYD0Zy4XgVZlD32xxKnJn/81i9b/mopmELQKsEVSoKovAdGKg8sP20vU4szBVS2wGGZFJ3FdVl32iIvMO6ojcgF5tJ9z/cub97f8um3JonzsIN/r7dXsrixf4pJh7ZRg5slJ0LCdRmR8gkHFL5j4K5/KFQ1jCMsja4ldQZHuYqsjdFQakqrrdwWQETgAZ6pL6fJkhRXqTuG0tJKXEDAjjpuLY5hRS6VoXiAbW9tWLg+fvwn3JERJdJpkU0U0XwgGMlTcWEN4D/18R2Xipu8N1ncOkPMuoWefnGHUZlqovZ9YcIbgReXISlmfm/LW29tX9LLkWPdxPcdWu5dNkMt5JZaOgvHfr7Y8+YXwN2XbZSjErsEsDLjny5f278X8HsSfZXQuylzu6vyRiHbSxA7FDVzRPLPko5m/ZQyn3uLaB2SOzqcgQ3svkMmFZ5dActpLispcZLFDFmUMEagVC7UO53euAepFmUSDYzx6cSYXKGs3fhkeAsmjl8pwqCB55V0KKXgkvEKxAKfdPXdHw75AjmzNIJhPAIBZQODXJb4l++AO3q1W+61xVcK5XTlzp0yVwV2bLcVfciVmVDGJR155QBmNdFUqOYbZ/RZII0Agx+3WEJcYa7afR/CZilbpPpxa8Pnn2udXcoyXPOvrqzqpGyZSVAQagQkk0KxVM5qeaDDWGKLqzmTFhBjkTLiLbZWmSyJkusVokuki0vLDlPhWLbESHTciruqLNSqau9m4EYgD/Xxlfms+1s/JMul2VqnbyLAYJqWPR1UiWy1W4QD4v79Jm6ebeAnvvp5R1sc2rMtcK7yzZ3Yr/pUiZFuehq6/TP0J9e3/NOyrN2fCVuYy1I7spY6sZEIojvCXQWzGMQLNCAh6YZeoFAQIc4mad7TBVcvnr5+YyF16L5OX7Dy7z8tkVKz9zq9dbAlcmMB7LRWY6od+3rH5hdRg/JmIX3IBRprVWevUSEyHy2zwRjH6Q3BeFGbI6qIVMUWTbzWA6vGsuCj28Sx8Hr7XmdXnXnlAqzTlbq6Ff6YvLep07qn0Ty+dnMjQU8oe40dc/PR7odYLRM+P03oXERw4nqUBKKJOUCjeepXLyArbjlm2vetXWp3Mlccjd0uB8Lo/XUdb89cCS6m04jEYVQ/0N/20cRar0GRRcqWLE4v2TJ2LCu65SEAwWlALqIhYAUUNVyoyIFIGLA2ODZ3WefL6VSGU5Wl792+QQi8AImNTcavfmrnV34QjFMeEATpIkxxtEKmfO+NH668dtVesfEVT1Yhx3Wg1peXgKxWa2hrqJ1jhXQshCPt9x4ddFuk/qvXw7emAESDqqzPnjrBOdZWxMSO+mYrBUzxrI/gByt6Ok0OFaGFaZF2VAwy8c03wftr0bfGGa1UYmLEUAx8/hnnO68vNxgu1mxSpsYEQKByGG24tFrtaPy+QlN34/LtnkIgpPMotJV8OpktuNQwNHuNRrDVEzwn11X/ELVcvbzt/Qe1zTL39/6w5c10qNaSt7Do1URVnZVDoa6DbIoYK1aiJMOUGvA8hHaG3YUkAQI0oW5XYOkWk3Li+oq6x2zUpmUQ0Q4nZrdQZAgRFsJyl47xrIVVHVpeqmKjBQjo0ZrDlVSP2eza1ee5NBViK7DTklxgtjzQKb0Tv53XFmramCvdhmqFsDTV9tbmbqeZf3wgaGql3zPKfvfRUUM7kFAHRGwLIC6UUtJtmubDALAQZkJJfWM6mCk6JSU7s2f8t7Pe58CntZuOh0uL1wDDC+u5d6PTCaStBl+ajO37rD33z3jEAIsP1Yne4o0T8ZpNYBFCNKi2mbK2/Xh46eKcK69IBTOVRBbW2VNprgRUW/xLWznZxzt2ZENlH1PgSFbHVrM8N8uW7gnmuw/d/+8bd2WigQYi5VImywGAKD5krX0YLwfymNFcmFsP3wkSyHyofLaIq6VAe4dJ3mq9dDxqbDHM80mXGeZR2dTlDC0zQfWNXf/a/u750R7/bclDrh2k5oaLgPUInZZCJ1LbUEB7rnKjINrrWnY0GN++qljXyuqotV/3ab82mexvaPvG51zgBvfDc4vpIK00YDNFiQgW1LGojuXDFMyKHFlcyLKsCGmywXUeIrkNmi6LhRXKoGGX/dzQHt3mb23RFMhEVRYcqLPY6ukYDbx1lXN10FxwrWTqs7EdTl04A/zxD3dVgfr4f0krUu/1xlTRmHDIv7bpfzo3AOyn4Bdw40ftAwnY8sDXoC3vOnUbwCTzmo8rZ0u3VLsV5rGczKKjyHyyASmxio7ZnqFPH2zOL14+vjLNxrt7+cunF5czqYEhXSSowDJMMZuDtWgomRo2oWMRw5FmSzex+ptMsq6Ae1mxyhBDrgYCLMzjsFmL6bzJeiW6CJUBRnXUUvP6uk/J45eXzs5H9PYD97TqlEq72UCrswstm00Km8OJc1qoqQ2Lji4ENtxGOe+rFtPlciRXRRfhMKeimn7/0z/9/NXvRzzX2fMtc7ZHdn+63cSIt/32SEriTl0zsKtvz5QwABx2apV2QyTKvH7Hp0EljqMj1ako5cOc+4au/vc1hUzjkxZhH2BzCYAJgkkwV+DoqsjXwlub1YRanazjuxzs9s9trju4+6ff+Zko0mHvqvSxvt33IYAPS+aoCILoJDKztvzjH5/69JH9bJMKjEfwZSGfJQ0I5uehuUTqwpkIoFLWYHTRUHvp7F2wXQcBRVyG0wTbOtSxhfyAvTg+mPLM0tKhT9aUXeZR/XR6uaqD4Rt3yxopSt1gNpLivq3Yjb8ie1qkKyTMZpFdu1ophb1JmZwane2qayujLiydoCQAM2Tj0/lv/Q389I7D8ThBVZNgJVvVMVqDwwc4GqQpWocDfKz96b6gQ2YuZs++dJbsrChqlO99mNMgULsCyUtnjClHzlaypOBW5XhqPiaV4bzSvLjCi8PJbBKFAKkltSItyGLr4ea69JJ/WepDW2q1N2pItc+vWQpQWsWyJyuTkfmU15HIKSXYZqPxwDP7bo8t1OuMrQpuEUFPjBZR6fpupySfQM+RsuEOXfA2G/fNaXQB2fiCtwCBnG6wZROtL1S+89UvoyZB6uVkJoDEzOL/O2R70Cf/VE/MdtIDF2Bzo3e5hBTz2/RHYGbtOaaXkCAFOL2ycOCntfFbNfNY8oEtLva1oC7Jw8b0mg2wGpuC74RBe7m2F/dO0p1DbcxTxirtBKYCajUemA8kctyIWTYxFWzTIgUBWKmUzDB+5aMbnT11ntVlEC3lIcGk7f6Zpu7Rfx2QWrvuZR8+9N8TkyIPs2I9YL9fL3tkX1M1Jyhx4sOLyTaEARU5ZJwF2trUSpyu4Pqqh9v+UNOVK2HDBuFtVslmU2yXJrNaTKrRm9dCD78w4o1Fpa9kMsP9wNyyiqxtTulsYlTFK8AMsrNauUwg+h5dfyOTyayPx1KZCrdF0/KpblWuYqdx6LHeQkKD9nW0Z2S6f755pUTDnILOMWKwmgkAggqmWbi0lEPN1CqCyRiR4WVZWAMauxqffvGrV07Bi6o7jWyBOuVdo2icC2//cq/nKsut52RG5dr7VzX3og1Kzc5Ht6yVFt+cYe+svXWGvHOvQv6Dq5yoUNz5f9tqr2JZov+Vbzfd3Mx207CtrngsJ2IK5MYbEmYXG8yzAaeEUiNsXCnxlBGrvf6Je4KXcjKzc5Wv6IKJs8m4BoEadLmJ2QIMywxW7eiN+c3bNqWnQquDrKbW9L6kTi1XGXI3jUOabQYhweATOiyblKjHE59Rk1/jCDYhbpZLt3Q3rxeEo93yv8+Fqlm6vrPZhDJSg0XWwusSqv3btzlYlV0P0Q3gBy/H0BoDTfta7ZqlsApJCMM6QzAvFKTY94Wv/PY7T6yyfgAAIhORQ18F6jF0TYHXWK4kM6FUS1jW0N2/lnIwpuX1wMZGliIYTT3SZNYr6pqbDIYcG1weSw9t7lrNZXQEnSoTgkRnroccpVJAxbMIYDbY00Fq1Xu3LOVoyP7e/zvvz0QZlu62Gb/0yW0XTjCQgIWyYEVr5VKx1czyelLhxGeTm7rVQm3V2GpqrXRKAxfXgxWqSBC8CRJhgapI5Li8zMBQgUWVUdQpMX904kWqrlAjWfXO8794gzTWJb77sTobnm+rFNuCC94Z0t6F+i9JYC1FE4Ln12L3Yc3qNCKTlZuPPMYWkQkPWNNQvHD1rnKvDmFYCkGU0/EqT9gCkS8fSLvlK85umGZxfbSSjHHZxUiHFbJeqULdUh/kTB7PqLUC2QvDe+0KQebKMxU+a8gWPNOCFOA4NiThxXCCy/k8hVT54CcU0Q1UsyzlfdW2CpUroEWtUlXw4RiSn2FlnSbFEUflxgp1OtW3gyH60YS7zLFcJADDXBIHoW6pRGtyvfOfWwkyrm4HT/ztSiBc/dLu+tMhNlckxFShVsIypMRca67d1O63F+x6CxeyOseAVW6dYiRMlbapirkImxwClRtvnGTpMnB11TM1Yt6vNyoZJe5OYlwZJA4NfxX6+SblZYJu/V2GMhoK+dqO4t3VVhYB057Tq8LgM5aFn5QcP6krXSiqFbLUZDJdr9LukNUNaWv9sPywtOBJX3s3US+jm2zQN29l9thkKwTpjZVhEOlnjBlYwoamt9sts/HSj//85v88fqRy5t+KElrhQcVQ3V9lR9+9cK0hTm2zyGX10niSTEKSaydmBntl/74Y7elWIB1agQWErEbb0auukcv/9p/Vhnqp1OK8dT4EqwDX3UwQkptesGAWbDWV7fgosGlnz40Pkm0zYHsad5QbYNrJ1/bldBtW/KQ/L/ruZuUGtqpPZErEeTdus2cLLku1imejGZ0CIdul70wt1jV2f2V7xw+ujZar4Lf6dv/f/yq++MvEqWVihIH9YsnDoia+wANglNTbWjbV+OVL71Oomjc2Z+5eCzu+d8+1i8HwT1LizTPNOMp0d4b8MQxhLr5/ZZukhrU5R5okoVj0LHN7n6zh1w1l083c6IXU+ypHXEW9R+CaDz56xkqsLxqSHLSpff35Pw1kk9c1Y7w0zBJMMRpg1LzWS+k3RiP6Zo/XU21rAtta8qcmqiILhxdWV/0VrApY2uFSaKOmWx+endbX25ZWgvrGqjqr6h3SiazqtlwVBMGwqowFC98yKb+3GvpVhagFgK82KJT1LX4Akuup4Cr6ucHWqxaFaesWiUD73Rm1mdIP1jjKOtfOTqNCVpi8/OT9+Ld/HAgFYmV9qpKpNDc6UIMq1SAp+lL/xz77UEfd3DKAQMAh532ujlBhRsbwMiGVmqOaV6dj9AYBoMvhJkrEpaVKttkhK1KKNN7RqWqf+G9B9zR9oLcX3MCqKXXEoqSIIogWlPV1OggwJUgJTvtQcj1RckhZmhYi1QCsTZB65Iks/OSXH5pYCIIyiR3JkTA/HvIe7ePXY7A/Wm5tQU5fvP6NRw8JJpuccgTW6AOmUignj0GGCgpCLTIunSUq03ONzWyykM4nx7/2q1bzysJGJprNyGuo/k042qoKgtXEbVr/vid4pOThofw7PNDE+k5AWgXa0ioT8q3Ojto+O4Tjnf945Y3aZhduqiYzpY21jV5IMq80ZrZi2On49Qz35pv5ayZgZWfn6HubrcRrd1aYn6lqvr5PTe6qbn41hG3rQ+lE1sIxhap4LFlP00C707IHvnWq3Gsxk0eOKC/k6grhlagtnYPNqmL1wYOe84xOTNeVKU1/9/q/3HU77S2d1pk3Q7EVgvXcjmWlal35s1/ZMj6Xi1GBLTvw0gYQmxOZquinhf129WCfXbVE5itAukI+/DHdL/6Tus0v3VmPtRqlFORIiWCjgVj1rq2Oe2qd84Qd7sz6Y5FsgSqja7wKEH8EK/4AHiqFArrNvsBJT7oAmEcUN6NzjEzvlFWCQqIISXTKWoL6GyaIpRo3v8J2iKqzpVD9h6niH8ClP4j7hg3iRbmDysb+CrGkjJegdHPCxZD0Q83quzHbp/vffWkCQTKOegyEnd97zX8vRaH1kn9HcgoAdEHaW4Co4onaompSGvsu2/ulwx2B1y+T7ZgyCDJ6X5mvEpL4c484hRhLBdkkAKwtBiVUtXnA/Ptrvqc26f86lQC31mkNmLzzoUGWFGbOjCGNcE2LElFIlk6EczQgkyjD8WLjs8NhcqPty4pnJrSLHqStFOtfoVU3bWXi6RagFUC7CQiihddfgj4s8O5NkiK9Q+IVEU+KveUVvnGwTy6qOTw/FUunfVlWZACZrFxEB/qsTynr1PWSjB41T/nvzOXfW86NoSEcQutBbcO2xobNm9VNxoTKMJ0CXdVUiiZw3Ky5eoNtBsJF9UIyo7EYwbtjSqM9kQB4lmiqrQEWmCcfa9H7vcbE6kBnHPZlNgTI7UB+FjEGktJHPPpvPyjFJYHz4/YmRLblaDvYyWQ73XF1AL8irp9y+xsAVY9KKjpnxmOAU7+pb9vFN+MNuxXqonT26gLHZspgmUIky8tENV1llYCKQVUmpdUIxCsyjdWUNrBUOiwnwEoEKFeoXSIwX5Y+hpCWfUYHW4lBliqqxdj4+AooqUPThfINT+WRxx6755mHRLytTFU3daC9unoYBDgRDEyvXTxz6cbY1fG4N+OP6DGJtadri9pyY+2OIkXD1hY6d2siwThg+/S3Xl4XxxagHTaT3FIHrQdZqnL976uekNttVgumPDNL0Ei1wEuc+3b13D/c2bCrbuydy6VYvHZAwqcKuBSORol0JNG+tU2DGEQtJBKxjZUxNlyIZhCoLHp5mIuxbdsae3p6pzy0mqONGXI0nCTyyVC5jArSqgBsbrfe9mZsdt1zDz0x0l6bXMugpLg0MRkrVslMhsnmCjKVUCDXaLe6RjaVsyIUPfnXR4OKJOQTiXAozG6Y9xp0SfnYCmXQ5kV34rpZrFSkqjBLQgyqsKTdige/fl/6emnrUK+/sHH7VsCG0uUosV4V6HIWpuuOfrw3tCHdoJJQyH01M9b2zr2RpuUvj2bm/q29FY90fxI6USGQSVUiA0406R+7kkFMCATzEgDRt9IKq8uWguO5VSJGh9dFmgIweYfQiwGBFJIsDnRi2ft6kFDVgKxmfIzSVudbzdRv2cbZUe+F6I6m+tPjUPcBsJvhPIlAtpwQdUk1gwNXc6xcZEsAxaCf2tyhsXV7IzM1FvRvZ9M2rWE6sv7y47s///qVJwaGRleTBVVheOvuQF6a7GpUzF8rq2wwIDNHU7nCgqzJuX7ztkhqL2hecDC3FmrugE5BGkZeiBJ5DlEyehRvj8P9wptPw/vyNLYXBPHPpIEqgaxcFBUAysxXCm40epvcPFy3XkKl95rSr1CKQThz+g6wE+n7RLM0rG4/arv1dqCLKQdCFU2EDZVkelQ0yaXxYEKjEboJ00dB3xooSkWgCIAACIQ6P888bF7IOxv4JdKmV4mEtYy+/e4M2oqZEyFRwa1EEsYynZEqF3PF2hp0OlMqIgiiaVBvHtrsZ4H1fNCyA8twhqvnNwRSN1wPLOU4JVXJYDJlvYIsMcZUfMZdLSh0Rswbc+ng9FJi7S9r5CkFbyqzeSdQEVDPApSTGTiVl8EUgAiJ+RL4zsWFbUNajRJTcXyBRAvFHAZVe9ubFSyygmYV6xjDwUFBWsTLBx92NiQUNghRdw4FOxyA1LxCkdGZQKrERBbvyLb3dTbLVx5sj7yTIMk1TSTiO1Uy9fblShwTzRl4MAvOKptbPrhx6/M9ll4F6IE2YR1pRO6Wt4D/w1AvvhFHH5ScxZzuk+vrkaW/9TTyET7Z4VAli9awAIVWK0pQpxIrCAG0ebGMWA4w9EiSZKKp2wjRU9s4CAZX1ZU8AxVLW1plkk6osMHmKLZYEaZSQi2UJCs5ZYJrJoBkklMrhAE9aDfp7ldVjTvV5SySXJEpbGDEvZgP8HJXLSKU83IthmSN/ba5TFYTDzBb9ArIGgchU7lUkGOGLkmntyW1sbAwfk2NirlqSbnkIw4P3r/5E9dPrC+v3KhV1z0Can4PHhh7/a2IWqzIGfiIfPmuusZu9mbILjUh63ZNXo0lshHRKiupNC4j29ciD1XYwJtjh/o1t7HI8th0d6cqGQCv3ciPDInRubj6y5BQKtGJpFXOpWDQirIhM2woSfc/N5LiHRurETuJkknfGCyDhUCCk/Vt0W+E2QajhYcRk1Uq5/Kv/+cj5y+/bq11RN0BLcoypdA8kUtViwWyhEjhtib7jmH+u0L9u3c9Y+NXw2miXysUa/mFK8VNcnXP5jbZ1OgSlJB/HAl+Tay14YpaxH+Gf+zV3fmLegvZnqyZPTu1vL486+eBLQ22i76pPqSVUcrmk6vK9RbYWKO7GVtJpeVv3Du/70fG4oFDfelPcdklnUvFksJ8BTUBHKRSFTNtWXI1yejs+iMPbDM7mUQEaAS5t01xz7nE5P1Dg1fijxmB61YjMQSrP0zm7YBvMYjCerEAM2t8MVupkLSw5IUdXTAZvbVGAkGpHXOWSzQIi9p2BPSrhOkqYQdgUhIjgZ1GnbXWUEn5MZiILMJ1WuDpJ3npqzV/PBmhADEI04AWYypQssiD1bJZTUmqFByNZsLFddoPK6VVc4rj1VukT6cLwutyUAiDmJ87gkMnKoDPYCkU/vqSsjb3DRsbHNvK/KhY5qdB6O9Ebd1KTJYFKjTUozCgLbV7fuOa+Ma06qAzccdG7SjRF873PoWtqBUFg0rfab99asmiFafmU+0VxSzM1Kg4Dc3c9IIDVlGnVI/lEwdaZfeASNlLreuNI1A3ZLj+4bstNQPJ7EQiBc6o5VJekWcxJRsNeSpxVRkPBoqQRH6xlNZDhD+rnsqTR1olyJbNnck6Uuku8TEmdLcc0wCHHrFEvfDtW1mRh5oMcrVeE1nzWegqaNKAtVxuMh6rAD3Z3L+bsI3+wrm3NZQGhMrKTfLqcDG5Qw4iRiAmBfJl+JJXeG4YdumhqVx0bVylM6ogpRjLSTIUgwRzB3A2HALxpZxcpUxjGGiUI0WFtsRDesO/JOgum/4WqBRGs15vQl6oCtvbPf+9iB7sphfxwx/bmuBrzpyae+Fo+9n3T3FEYGBbo3++lPJEKyHc0KlUGY2ruh3vTOZIbrmhPd+YDhFF8a+/65xs6Zn9DvzhKuhq6Fz4WOfEeUnHQsamKfGrJSoPDu5x0ZZwTMaF/aLI6E0QfPEvCzYzBgRKadHdeWAgmfZ3RLMxM4BmQHeGCvGwlpP2S4AeEoB7tO5ASpdAlJDY64R29EAWqbaogGTNncurrCTkgzgs/lFaqhdUjTLMzs7froBWoMfgQEF1cdkvaJMNzY9ppdIKV/3lT99dn7n+67e+hjqbaUPPlnum3jq+1qySGgHBe2tO50AOicjXdVuv5Nv2SuffV8z4VHAiQ/a0SWbW0xgiTZFM18Et/NVKKRSyaThCAuc3YKVdtfmH+ysxtLvINVqJX//86sEHe1xO1eRNTrQDyh2FDAbd+EXENeb5+NlNXZj1La9vSAmkKNCutfUddlyaNE95E1u28Tl/cdUhWbu65kBBHkJpQtEjQQwcc3uGrN8mu3G9ct/jUve5y9CmLfJafTTYDSQYRzSjw5rybFrPsNWwPVPDVoTiMzub5qZSMxFV1LDRXy5XBXAxAgBkJumoEh+IgQgAsFAmRpt26rc8uB/3N6rv115/aRGSxy7dTDU2a3qrvH/8rs0kyRaIKMlRKOTOp21tA51F4twQLmn7cEf1fRcP5DdAzCbMV/1qUkc0qJvdzLlU0JkELv0afOYPigPXfv5xG7i6GsxbzIrAjZ9+N/W//6fty03SFeCPym3fl7veA/9WkAqZfFXSEyldrK5QyoYOMiWttfjWMBzVa6SzWarPUlrTSdMnp8t7jEeeaPJ/ff4mALYOUcikOB8WZJBkU5fWoarmZNw9LfKF0+Lo9eB//prwUvwvvjT81K9A3ltQoGKAyJl1skBxPfjBcosaLbRsIhqy5ijMZWN4hstxuRFj5L9xXx0IjVdJoxxgtyN+L/4PHypBVpv7ri3NM9v9Z79423v0NeD+KeScqZ6t3XWv7CaadFePsTdOgDtHdI018nWCLYzNSQ9w8nsUU1Gy9Y/NejdiCi0EW+snX53s0UJXxmI9NYhuS+3lY/69jVDnJturb5MlFlJYMU+e3mwb2NTQFstPn5Tbh3capi9NuSP1CI2kgdRjWwWpRvQsV2kYRUFClMiXwDKEcmW5ylMtHrHKfFInopNpRII/dTsiWglwj71DiUdWo5k0CeCArpHClHRKzrPWOIujGjVyazKvLGjNxwCHAggp5cef/hks0wEvs8JfIE9jYfMqFG3GklpGc12R0PN9m5AOoKzkjLayw9EdyMtJMMB5JTwCgA9bCstR0F2qbobQEksm4zG8AOU5SUwJN37+0SZk4NgpP+eowjxu3la7/MEsfXYMsDoTG+tsi/Gd1z6EY9XGJsnq6XMZWXnv0M7L52ZQWdWgUmMFz+iKZLvOdrDX30GELsfXV/P8Unv/jgaglcSQD8ut5jJ1tCO6c+szuZQ5Mf+5+3eJM3nl9bH0AN6zdYDX1hrY0J0P6U2QNkoGGrfyvTWKj45xMESkR4PDUuVqLQ5XKYCiJTD6sFZbylUmcuS9dto9URo2Ao4uvgaXowqNQlFdL9vrgCx9eT1dIQwQkKcp7mEwu8gyy8XoFGnrRNZnwS2PjfhJcHEi/NDXHD0SlQoAF0Ux/Gj927/9Gvjj+h/8+pm62+z0sQiLQjWqnuammrtuJidkl+uqH3lwpzR7zp4WU1FP2FTfXROaC8by6cH7e0ANmTnxDothWZZi82xSUtYN1hy9r8dy0ttmMdFy5D8XF4581nT3o8tFgeItQBOkclrZM7+jN0RZ4K/bvqhZsoUyL7TJPAa2DbVH47temkSstuqgTLmylBXTET7NW/TKof01cqkpeH6mpb/x/GgkxBfkOX2NU5z+aH5eXzkqk5lUDeUhW6PWRZj0gsb860GTEaQoT5xTRNIpILWWP9iulhkqp+eQK4sA1mOUQ4qrP7jM1cPRAuy5LDz3tNMbr2nDtukebJ54bYHylG/cPm+04wwC2snKrXUaMWr7JdIzpbSaRkBUxhKchjOc1D4p+22g2EL5gfkUBhjbRW9YQfmM38h9VhG+KZkbH6GIvAh8/rei1aXdDZmyH0xWhjny7StQfv3GK2pQlBFfzcdg3Sifjsyty3tKqQKwlUT+9Y7j0M1wkNUWYrJ2ejop06EIt+qNy4kc0N2J0bi8GW5wac+9uCzDMZNTHVkLpHIAioq7+nDfQy0jGKwrULdv3p2O0I0aTQAqDSvV710LKQGOqdGs8G4zUYfoIVE0OrnWwoabDd7QiFCMzok0hWTTKrneo7joVfTlir4QKN2hJQUlFNWxiXAYvTe4XgNi9nxNj/bgKlD9OfC7XUTqj7o1quatZXKznFr+5m66VnfyrdBXH0Qlkwvtf9FdPR1Ja3Dsj1tKpXgnlLihp/B/Rto6Ic+6oaYBXq3S0Ki37StKRYp5+Y2IVo0MStHJIMlCxNvZSSG78vjOZhAys3PB2ix9hr/+IVDSIvIHysKdsCBnVCign4XW61loVQTatQp3udTfo5EqtBqzBUE1yjsx78AQVs5kgDK7OJkEaVLWhHbr+IkksDxfxpwkbFTp5dxaIJYvwXQ4lLNAEymwxG771LhwUjyX/ud2SdjXZZDK1cqVTyl665VJMi9/s+QJ8Z76uq1q6UOu8sy6ZGm2uFoGQRnAQ+AvQ/IenOhykB53ZZHBHDgYzdFSnO/5v294/XWeJXdWZcUzOcf+2sSbM/hAC0HK4FIhc4dtUtIQTVHbGnNT/ghRhvnEtVC+wykJh0q4oFXIS1vkhksT8/1OsYOPZWnfW4sKkJT2avQrG9LSRrKYKn6qXz0tqc5PxeMu5F/aNnLEiRIreSsiKPv4Jaq2jaCxhS4kW7uljd1NVmN51zZ+G2MtTZLKvdrFAqSmIJEBHzTwjQLVuEN4OwHPl4EHOiG5Wo6r2IYaVQWXhrNcS603m+bmYMaoBApqRFFG3NeqsByU4yJbERbiKqmGMwzK1pby1i718uWyUZtq6ZaRi9nN1hrd/K0n0IBOVuOqc9bZOg9LwX2d2kDO8Hwpfm6yWLXEokRSaWxNJ4NWnbK/rXtteToYLw0Pd8apYnIpKOtSpD10JleK5MN99zTX4s2RKNWx1yGJ4lQhPdwonvpvUKeomjXErWvAlmer+GOs9rk+0PcZtn/Kwvi0VVGeB6rtrltE3QyNVbtRKrmoSfEJG6xJY9Y27VN7FXM3Y6SUPfgZ60u/j7rw4sDDmrkr+d568GQUuQfPnn3/zObOAfW9A5GMzNA79O3/d1B88xX60hi7Op8OFLOslrPKvYBU12DaLa19/xQ50G3TOrSjRR70gioF1oqbqaaRtl0O3/lYpJIe88YSC2m9SgULjIErrkVxEMxjWW3Qn1DCJClXoyZMLxrAjVpPXZsFC9WL315mRIED1pyNfZB8l9uofjMeaxyEbBzEXfw1AdyZBb73Yl0qudGlhLKX3ZiyUnBzG6/JD+99hOk8gcznU8owEigWgoKmBLyrU5pfSP+qE/pDrNtLqAOhc5o6dt3NNFnpKqRZeXXe0GQp1CgLl31Wo1itE4SzMY0IUrBodsHGr28bqrQV4xsVGpW5DF1I2hsTJIRxcrVarZSlKASLaVOKile9N8+rWIfUUipZeIExOmgurykZGIVYiK63OCUzsTwOhjbAhB6Q47CEWNQn3Zo8GyPcCzQ6wgYrZ5eJTwSAJ9rBLTT4O9Pi1/wK6dcfDh/yJDKsFGipmyWgD9IdTdjsRU/X59QK7aY1VNMKLM+BReMoJ9wDr56GrKFMjrc29+crglJ7ml4GZUe3qTbCkouhlFkqlTgldUpsBRI2kpH9XHGdNQGS8mNCIUKQByWK2QXQC5kwkTRJC4uAxCjjKIFgLRJNCrYzYBG3HRloRkimPGzVLVzx+aisnjALtdSDe0V6vvraNbFVB7ZZxLNOAyupsl3S+oZm4OxU7IT46F1ox5AG4x4ZvnVL6H7f0P5o8UJEu0p+9OVPoUMBiq8/5j/33WZErlL9d5yYbYwaJbkiqBu+VzHio16dIQad6D02aoWTvjbLd0iBexlmFQBKKHL4ud2XCjUro75KNwsLBWK/ze7ZaNlnuuPHaxN0+EpWtbV2deLu9q6Ba1c/am3Uyg11+qKu4I+t+YMPYLXjEMswaJmDlcrqeIjRlEUPUU0wFS0sLm9UUzE87XO72jhZvaMloz4sVNf2bi1p6I8gMER07je0TF/rqfVv1JYB2QotPAJP7tzuWDpVvDz6ZJfeeWr93IjS3JwTjomdmLhXJVY58KpPLKq0Tz4gPHyldsNWctXxtTJwrGjRVtLdHcDZKwyUp0dGwPN3QJgT0x4OEEC5BBW3o89ZMHnL8M/eqU6dIVz10YW1KqNk2DMfejcU6gE0+dVrXd946KNrii9oic2b6n129aM/fR5Y9v/oMomWXM9D8GcKCzAizOQLHQazuqdtepFgUwkMs5Jc1ONTNkaCqYJobnaRmy3oQpzPGNYVkR21iObt8ExGcAxpOUyyd7udilR/8EZJ6QBsmOFex6fbqT13+qxZcPQtTvwOBIBm1NV2+HlP1Al46pOdZrUpqQSs7o26HmN9R8OpS+vFYLWuSfqT78fMThA1Ah8dz+weUq2FwYOfqff+czWIVStLl/zjH/3oK3/80g+eKZ59W3HiXGVsYTVRW1RSwUpaVSixOKqpyjgSzfEgPhW+MRbNUqCak+u+OPCVkT3v/rowsCf08uhqW2MlQgG6CrRPI3+nyLdWouOEswEhKC6dRURc01xjb2sbaNHmFW9543R3S+fTF757pfQ7AzCB60Oke8lLy979o2XhOzLo+5lnvnTOYEQ6i5ucYoamy8fOLvoV27YT6774UpZplY4Yxb1uqYz/4j8mJfSV41luUfsbbV6bKYIX9d2HdH0sXglL1ygWqsWMgCbIJfP5cvcndwLJVOjY/Lb7zDmamXi/MtyOFzcYiIKdn+1RRmpKuaJqj8GwnLtbkuF5OhrgsuXyvR01LXWKz7w1z7vjOAwNalrzWlmCwtVwommTBJmu+HyxNJGnQFACANI8Fi0LMkmwInJ1sDlFqNEwcFVUSuRi605i/JV/wERBhAz7umsb63X81byqZvWBfOGjCy339GlaEjKwREkPbTv97QXjrw9cu/XGkV2mK9FCG2yMxWnlLCs5ZJr6RNauZWkFZAF86TS0/ePWOxfpUAhxhwC2lOkdBjgEXZ4no8mCpRaR8ypMSLCJYJZHPYL4B14ZrVTfB1QSIQwASIZmelAJL6H3qtUoCOKKRkNbPbTVGmqwIRZOOjYfk2q5TpURzoHJU7kzUbTXLm5TA2sZ4N8JvkEdU/AQf4u6OyZ2ucS6i5Z9zmS5hQVmn7/As/e3Wi5cXbDhR+7lDg3QHf/M/ux6ddbxp9d+88i3pdcuXnn+gNM8WSiiC3PZ/Cz4gQeiYDCNS84uMxBLfBpCVuTq35WzOAjsbXMu1g7E/pWztIdWwyEe7Ze+gpTremsPVR/x5jJqytRryEEtcr1ujdU11hM2CZ1aRxLVYgtU3yAjimp7Ib4IGfX7LYr1QNW9FthrLX98CHhCD8z4hLcTZk/a04JjGhVyORppupto43i7DQCYprcuE4mrLT7987CYp9MzjUJzb4Y1wZAMME2aLXsiNuPdOUZKJ520w9S3ty1Ti9WrFS4gENUXOZCVnPlz6cn32g3nFjIwuMYqe+uz86vVu9crW1vEdQL48Jao2yXePMNu6VQo9/Zld1jTFP3j3zLkWyuhTPaxLzyf9wTQVCwcylyYi+/eXoddq5leirz3uV9+bJsJAz6hVO/53C9/LC6V+WD5m0rfglpzomhmy444FOAQIKZ1raY8jlppKY/XN2o/mp3f1FlXWy9ZXImlU0xytYCIqhdGRjKboZpUsj3o79tBe5aW51EecONPfxV8tgQd2iG2f6zzLdKQ5G5/Gl/6K3DxGAWYbcDemh/+2t2Wwk+8oGi027tPFUmSSA8M9gmtwMrFO0is/OAj2Ol33EP9+K52x1VPfHBIfTvENrbx6TfmSnpZIwoECQyl9GRNYmL13RH/eCjP+fOwV6zxl1U0EC+BJdsqYQl6ea2cAPlbIWpWAB7d3awQjY14x+Lp8HX3LArJEwCsSSmBbGqXtfx6Qsrz0gggUIC/Ry+9VGn+/Gd6SUtriVNJ8OqJ2XB0ZwV67Z9feejt2irw3yrAVsEPHxKOJXEZsXd95G+7/mfwha/A3Q8e+uzSCe8bp+/9anM1o5Bj9M2Tmaw7LqfBX5376J+lpd4t7cfYx4bKU47nAcvqffeGXiLOgr66upvn11os00mIXxGE4io9sk09UYoxDBdZX4jOVeqf0UcrZOaDRH0rkCxRUQrY+ewOqcsWD2Q3HdSdHEs23y3qDXbOwJs6y9CdoI8on73u6dGIRil6NcOHuFBHUCSEWA5qmyyVIypNy+aaZs5ewLDc1SKQlwucUKkIAACwWCYNlFY5cBYgt3Zs1UjKncZONJB8qkZiqSQ8y1CISjMU/H9N0i80QXOzvotpbGKVcdOM8tEt6RerhX8+/j70n/pamTOcWE8yqVqReClnOsBnAyJqIxEtsMcE3b0gGAR1m42YUgp2rTXqMIGXFpw2zj7sysbzPi/kHwGdBF8JMpNcw58B3QrgsQKkHRYLYNVlBWDeELHpjQ2t/tlk7TO9iw4e+jAy9K1WRHDgjXgun7ClEj6iXGhuMxAgPZ9nttmBgkZUMpDPC7qaVUx3m1Mi099DBxWNJfwD+APD0LM+Lo725wmPBXki8UpVzSyuQOgvHtOCm0ZrlpS/Pnpl9sGWQlhA/RoynzEDeF54fhD92wz3AlvOO5HFgnCTQcsl6LDUvlSJ1rb1nn6rilkTsWAMp2DaPFcNrkScH9e/IRqOOGKTmdb7uoSsP6c2VC8T5JCKW6e3t6DTy/kBjebNCLPVYdjByux23Qaj6dqsjM/d5WQ1CwnlRoHUYhUN4JWWgKTENF9ijLfSp5bYZj1w39jUSYnRQXeVwAS5lXvnnzeXn2q+WwHo8x0fnzD1lybus4eLH/ZHWgyW14+vWoC9bB2LpGuObi+qH8dWl3sLY386kzwwZLl5YqpFV6cwOqvKxdHzRdeAukmV/+CSONAJ8QeA5CVg0za9/nMH8zps7MpaddanVWGmT1g7U1ZnVUz5KW2LlD+xJqDANJwWVq5SfS3k3XXVtu1IZYBISqVBErx2GQ5uQBWfpk66z8vfRdS4rD5eSAs8VfIKK8UkIANDM54WQ613I++D0dptWpvLLApmg1a/ko/ix73RkBhLi8X5nEHOeOnog4frPCnxq9+FrWpnBCv8mv5HMylKs7mipETgsq/BmyDxO6KFecEn7wwYx5Kg2hoaOeJaS85g3mi1kDr4XYP/avqJxxHLk8Op307hpGhUAXXdCKOuLjeCm+VVJmFYC8dKBJpcLDQcVrI5FEkUnRDcAurHRdt5KHZJqG6B4BINqsKUDOYVel2HWd/Y6wLL2NUrXisVxVSZ+Q1RRgFyLgdW+JmqKh/PPGHSei2QtSIcOnqvELexA47oDAtjpWgpnmwoo+TGJ2TcLmS9cBokMjLkD5aa4tIeTePY8zr54YPc+z/+OpwX/TWb9WWNFFo9Hu6odaxmyQiToyvVqSB4QMmqbvliYufWI/3T3fUtkhUH2J3dvE+Vu3KtIAMbjKuFwlimIIhgwZNdrk52Pi338wCV4e3beDRUWlxierej3htikhec99Xxe+0Zb2HQZnzrpY32RqWkAUvJKHYBruRhZL9ZXEi5ACgCQUs5UINgcgEssIzLYO/ph7kCpojGEz7KV6utRJMSFHnS2RfZWHr04ODvLkzGEK2vUGFhukaFVY0p/EYKJuqMIztHm/3E7SK1ns4BxNcNOIBkpRvpxvZ8XGc8M1Nid2g8ux6kPZhz+b1Um3qJdyM8WOMQG5YBdQO38G+F6rBEJSNZgp2IakiGz6DVhAOHfKLdJeaWKflAh9EqsiEQlzA8zoy6LY+0cRoiv4kWAtmcTSmxGsVo0dokIxeZohlTqR3mKwGPhBEXry8sx72ljYx/dR25ilbadFnDqjzm0juAzEKk4jAqmuqB2CIUiQhqmtfL+KJKBocTkBX624z+45QoG8KdlhwMKcMI+Kc5W4uE/q+8gPFrWer7yIeHQAfGf/QS615zfexbgDVVLEmFHOhsBQtL/KUN+ittaMKOzSzRGAIfUYsxoHxNLce4poiyhgLmUQCTx1MlFIYJAtTIubuL7c9ZFYiirv/he5XKvPXqkvSaNcEUjIo1wjm0X9zY8LgNqj2uPoknzB/cvHDTly/Tg1aFL090jHq02xsEME5mC0ec5L7+/r+4G0MwH9FNp4lESc+gG9V0/kwddKm3UzmGHOGD7660fGb9N29V+n44mmkduprfrriwi+ig2e+m9apj5PF9E6fuDUj50SyI5igPMrEkbnPW/9g99/f6Fv2h0tLNEIOv2+9vGL2wAdPi0AH41CTYlES79sHCVs2yIXvx9YrDkqY+qytesKZPhecWMmuGyoGnh698cF0Pq9VGKeEpl6kCfWf2nuFNvBF0xyot6TvA3//F39ZDtF5AcmXhhlyQewW0fVd78jqkMjdJ9bWkTkbwlfzy1bloQKc3HdxkOx9NDwqV0Fqgv3bEeSR+L0Bq9UgmSgMQfTurV4aTLoRqL1SgE3Dl/sjPHCq3VPMNNjkLVHYggDtNRNh5ASiAP8UWxN2XilVVZ8n02EBm5bhsoYBIol1HZWlvtN0KuizinS/fzsDC8H0KFUPmJNYzr4NtIwp9IPFSJmdvlynXJHW7d/j+PtsQiMu36SPl/Frhzhmag2F5ihKiuGSNB7QcVCeRdDW1VizW2CrRIXf71zJGk0jEeAgtsSbN5TynFoD7zHJJpnzoocb1m6maXz0cYWo2/nWnHVXFAwXNLrXGqXGslxXVgjW+kPhPJaCFtPVDU9W7tPUw+9Kv9ykycd+K4a5f3QDN+sfuSnu0BO8BWHo9Xldjyo3Hb1eARrnIJoFfMfz/7VAHBaXuGjYHR0hzuWXmkwyl3mVbfFOnyU1WbKKYF8ROueOlH+gf+Mmi3YbIbfoSCySni/JO9cpoDmi0dn92YL2ehoMJO6tanas0HXaEJt3e5YIoVnUWvKOHmZoqZ3FHFqxCoDjSRsdyVQLE1lJBImtIHc82N/Apktwz2PnWtQ0Ro7s31VjCS7sg7aAn+bB2y+XiuAiDagjHFVhpI9ydo+6IsmRZ3qDpa39WO/mHk5kM3iAfWqFmI1FCxckf22vbv994p7b085e/ffeON/LnaaO7hoCQrioaogUEofeYxbkk1z3SUkonY9IQX2YaGo05Aty4UdKZ+UmkoZn18Fht6EaAyQE1vXWMNnRxJbf9/iMK3svF1m02MpVCtBpljM6QBnU2BNUY0MWlpaVwAdI4qekcac5hX9w18fIdRL17Z34qKOxX4aOLWRlW1yJ13ymIIGjtEh60gou3oWiGBy6lDTvQBdSOrIfSBh4OGhsrtomYJ7YRF4WwqBIppdSSWFaptUzD3Gx5SngAI36DkihBz/nY/gS3Q2TOi9N+oNUC/b3CP9sCfEEnesPA7SifBQR1QdlxpG1hMWXg8wAlxPCcIoFSFM8ZWbV2qcB02uK2736uiQrRcarz/E039JBTOjn3eD89n6g11ffoNHR+sIFI32UJOALAbRqBY3N7EPUqhjSu8rSqcjcAdOeA+w3Vkb2Ky6M1dMGieTCnNp+fuEjIfGSOIp31RWX8pV0qP0gxntGE4l+BxIJpdZ1qKgc/FBvHtxvuUP/GQLPyxG+AWwQQxNmmSF7Mlba5mDNzcFWqG7xXNJ0xbuFZquG/58oHVJL1AvPGWaHRCbTXcP57aq5td63cLgxu5aZepxRTELES1bXKBxDuptsjVBrIReE+UL2QLGeBCgqwNMCseu9M/PZm6vWJf34Z5Bn5UoWxAQ08Z/SCqhNYbgQyPkbrX7YbnTZgJQ0p6Yo4Z0s4O5DSLF0LfFQO7dqkA+KATez58QG7NxcI3CJPz5Qk9VW5XphM5XrMluQqm04LO6LU7APAO5nsn7XUjETrj5YfwIGnXcBnXip88KsmMfdmGT9Q8yNa9wnz9ZunXamEaR/JIoq2hgJ5hy9K0NOTXKUZGNmmCq7gCxxViudpZQED6fcymBWpehd4iicaxJWhgTTX7Dv3HcJYX69UZvfdKHxYTjXK7VW4EOQAv5J51qzVg0mMKEwtuxmMKlVEAkDiJHtYiswGcj/u0YFoYbtFNpeQRAz69Z7ty6+UItCC4ZBjXmpWtEtv34nVboCwU3dHjd65p+a3V6ofzyp/Vxp/leMCxri27RJ9xuDi7KNNlFOliYRvMeVyt0Ee2ijDgBBiMoLdeCRX+GWC9ojAH/Y2ZljJwkau7J5thqYnF4yEUL/nvt6NpZQhSaQlQq/N+byl88imdv6dN5/W6H7tyUulEJiu7DBDt+/kLV/pkBodGShDRJV6XUf2dixL5x1ptQxWGIdRXxyvUJVTN2itXZTzKbNcHcjprq+ygj7Qv7m7fz4/44s8jDseGSg9+g71VnT2YdRY63QUvO5TGdSvklzMMN88gCHj+JIE5kRbJZEHYfxMjtNjUU2tOXS1jWtpUKLbnnfR43l2Pk5bKeE5DcZfyEix8sFOZN8XXM+OPHDsbqWbQZfTlmKi0yXj7m71vHyXvP+oJE5WpTLhc2ounWUK6nSiTNFDhm0y2ZXbMcLJQNmomM12jZgnz85TOCLXc39+9eJj7fqxAP1og6xSyUcWZWGhuBYvCkZ8LBzxE0VlS1PM5Gis8kY2UvlwOdjWiyw++/vmBmVV7cNr0LJKFjtLN/Rbes250RSZSosWvdjWjqXybHBRJluOtR2uzJLMgNuiNaG1GJTkCQ5As2VBxfGKWk2+4q+mwgo5TZ0Rfj1s1zSulxNk7Lwkh4omEHikDVgoi9skIj/P/iQgFlhgayPcxAjr/nxVViAFsaHVMOaPSmE1B0ZZHgJitK6pgUrPSetVsrLQUC+PjMJ7OxrjCpAxtdzVxSJ/99TvNVUU8OLxJYe+Np+JaHlPT1ebIRGdVlDVFFjAeKsGWLHDEVicZfNWZswBrq3EkepeHVfbu+tJ0R0KRU7nrXiRWJykgfzQh/8aZ8pS3x2Qndq5xZzQHHGfl7kxnvsBwn3qCH3+32z2QTbXWlnt4k0f4C4epSsx2jefSw+aLDBV9E56DncKc+PVTAo0t4qqHFA8rAkOD5dm0vVcnrkdk7uMkhLy+BORt9/Gkmv0TqmYW/A9dcQO+xJXV1MlngUBQAREPq968W9ff3zXPvbtv5ZGl34PQk+JghVYt2qZr9nME2XDt8fppMvJFnBEwVYUoqqtiHpyMFtVxussVjQ5E4AoRRYiNm7JOSCTLhkk2nTVzkpxYnsWccZLHS+Dq1n+4EHgd/cCmufq/piJQKVw/O2W731RquU9765VXk4jKdWIeAjIWJjqhf9auiuSgzhEBBvL1XycnLNhjgwz6IKUauTyksza2OBUhUYv0TUW3anTlUoDvGWLWp1XsqjOUgeuHouujYUO7DHPTq+uTzNrJN+gMSsl6lNADi2zMIQHVI3OuLuynOIL3LhdYZYw/QowUIJfcAo/Cuq2dbNfPsnxxVxUtFwrSzI1WMeOEaEIxojJ9Ok5NYy110lZgB9Z5SFRnHnYhjZvWvAl8yCzKVQY/Fzn5XfhjjCRBZl0KQ8HKxoWXA2E6i2atSwhBZCQn6h1KSMyx8FheTnL6rsOfbAACNScVla6sKIsiAT4kLqUSPfKVY1OpVMPmYbNuvqh0mxMXaz52fa08j+WP0SiGQHyPdCFvDXDGm2VKpeXKc1AY/hDMZvPmHmy8ra35ckeTXQ+ay1H/WmDS04LNiKbpWAwjCRdtWqpzZZeTIf80BNGFK0SP3iXfKBBMiCKRI6n8/kgLA+LxQzL5wH+3SpL0VQsSn+qSZ4zSk/HQilA2KLi/XfHJYNYegYTmjefGYA3fbR0zL/+dREoFbkzZKQNgDalZOV55c9cV7/8ZZkPW5tNoihue2M9QQLd+hIUuR++0CWz3l7NVcNoUFGXzN1eF/us2cshNprgkSKQSxUhQRLeIFX1kkKUqT/oEE4nc7Q0wxWuJmWUqPKyCR0CMXLYZZTcCufbPnZYQwdKG+FH7je98jJcxAtoTwFZG10hNneo7uuzFsrwq6M6RlVFgVsfQVsP11aUkaSTu/QRA+MKkSzVbDfPnSy24azlN4es44naQyK5mpll8oCA6GByIbAh8CAAiH31Xa9+TtU5LyFf94V0ZWudAORk572sgLIyNZDJa5QU//FOQIPz7y1zdwIArhCVUpMGl2e8ISzNqHFDCAfhMiiRm4UokVkLuNWmaM62sNgYZaqa7Q3rl8b0NejYTXb4Eeu6JcKd8GiHbZJIJbS8cVghNzLUehRod3C38tBGtVwPgHEWwmKMI5EyCSltVa/MAPVcLztGTSvUij3tZCqIf7lz5FX/QnchEF3kZTl5u5l81X8afFgcjchq3uf6bCCstjN5n6CxAJ+ZBxUg7+HDfih0OYAaqhiV/IyJgpOlsKTZBR1/h9NhKkzIL44CD/1Fu7D/uYVlt5opITxbNTW0Xg27o9ET81hgNXd4r2P6/chQfeTsGNChaf5np+P5hTskSJjU8rG7lyQuJxNbxPffa6pTf/OXN89sLM9wy1yeXq4YFkWr+EwHeP1iXjlSXinozekID+utplx6QQPXROZHDz3UqrBUr0bVw2i41GLA09IqVZ8XQnMrrlUP/T/9G+o4gJiAqSfv+fie/1bpb+VNF8zB3M831YF0IX6jRn99/QkA8JvA76WEo1LB+NCjN8jj7TOxjo7iao5mcEHM8IkFLFdnInCw9mHz6t0CvEb29Ssn7yYPPcIFVsmPjosSuPqlF+p7VqJCB9WA1PzofNiVRWF7fROYvhriFhV5vMizIIBKpYF0GhNLowW21qFQZ5hBo3pDBAQddYaG5kvZFy80SE3tsse2tBh2pVCqFCIW7m6IVCXjEOoaXWSCJPwxjbQ0W6pWuLX2Zd/qMJCUCevKRw5bFv4905UryTao/FoJ2w1JT7mzPQZ1WCCiOYivysoghOJwrgSTuGqjJD68uWs6KRKVZA1C+cczNC53dNkDx6+n7Fqgq2NHW2uvRgrDJWF5nbZpiaQt+8rc13vF5x5qPZDMl5vz2CtSEyb6whmaluSiOvFWXGiSZefGrhWZwUPZnEmMVVmnA8+7wOyHMdLgjPkq/Z0EXabcMbMxyB+Cw/tx/CqT/8KwzBgkijh8h05EK7oxgCBBlmIElc1pGn54fDmoUkak3Z1NaaoVjvepgLm1PKtWycEAnCABeNc1a52+Le8q3luLFz8qTp+kii8hiDdrnuAcxdXRF5RY58vlbZ0i+gI9CFQLauNUhtx46gg4BvHJztO7d3VNXVIfVnRX0j11LCHCjw7zr0wjh1qEySKVC9FNViQFQ09Z+AsaXpBxDhMyFaaHDGoBRe57uPvcuQja45ILPgOUn7qdlovQlTsA1qnpgpJUOYSIVkT5MEYqac/fPWqtA3ZF+SVY/70m9xveOyGd3Jh6Yhdw6Ua1YbNy8mLRpEL3/7Zv5b1Z94TYeXrzfVcDdx96VfXNR/0lEQAAABD7mjeNz44ll16EQmnp0cXCqu/2zbxrS+3nd6yP0sDkotSSL9Mu+c9mcG+W+uGT0KZ72Tt/5y2h5ZhQd31F2rVdPTOeqqvV+opRDpUHPHMRJg1gyBsxTGcP0ei8AOiWUl7Wn6MsFWuN+s331mqUNTRRHR+7e88gZjIoEsuSo9vs//kgnBOgJqmIoAAZE1MiENrA7pBIIkcYtbqHNpgXrxVc2xH2XLbLq/cvmjVWdPPnutSjScuGtIaq/vXiemF4jPvoJvbxbY2H59l/npft+Cj1EDX4Zos6r3BV7tbgMyoNfzyZrO9Uj1g6Uxvu7hY8PqNUEkWZKKPEas1OYLSmYzkSR9WKwbRqSiHHygW2CWtp183+LnrkY+jUmYjJgp+cLf/+MfnpK/EnItx/vt/xwRSiJvll+vZwSiI/ewac6RZhf8eWcjXBvQM7BSwVwuX1iVLmrTMisCIREMOO7uhJmcWYXY6uCLyotaZGOsxX/dHwyfQmtc0iop9+J1cWl21yQK9SSUrVQ+A3z818h3Jn9Xu3Y69c9nkABPwTFPyegz12VVt+JyZ/6PKDm8FwCZ9K2WmmiExx8OrqW/Z63/xIOzUfc2Tzhqay2gakVPLjcbF/z3DuWgLZbs6qZcRfl4vd5IV3RU0D3vuEprQGfuy7plMvRpsr+aIEOVBbQYWm9wp+JqFrbFXwyXJIpsywFV4UuXL1ZJJs1ksjEaGM8suhaklg6wGNzyIM97c3PvtAi7XlyhK1dHIJgm2yzmK4nEFG9JI1sX3N/+9SqE5byzbWFH2TgWQIFBWGFMqsVWp/2TMpaSDcU0bPpJ8SjQ3Wcwnjmrg4rBmAIuXXCikMwwq4IRQj7AYzx1B1qIUyKLPhqAwBJmbyZZtMWq9d+PAGtE3qJGVlH6/74sOFRFSbWGOGoNy8J7uYqd9pLq2Hk/9dnDoNvPQu8r1KHT/dpBHYarxER2/KVHRpPbZ5K5M4AdzZt84IaM+CMkOyy3eqI4P6aAXsYcCJqlm7lnLqTR3A/LNt/C+qmiddhcJc6g+w0lwl/ICkhNASnNZz7QnBp0frjn31C0eP3ZzQqTMNnVIhbF9FB3cqVYrm/MLi3IUZDaAWUHfTUuj1srny5fsvrM26P5JtgCegutq027pUCu5W7wnOJaNCKjvK3Df1vk2vPfjzRIeL+C+4+4GNO7NJowFuTYTtK4cblNTrV4wKKlrCEFGeZdQN0BYYmC8CSimgM0nD6xlRJ8N06A6odsIX29mjn1u1cs3tMi9XpXtBLCBbXnnQDCj6jKU5/zYzN1PhckscwkD82vVlK7xSfW4XnkmD5wXGBBR+Pesyo5uetWrHieWV6tB25O4CW9Nlq7c3n/+QxLOle442lZ/9gDXUgh3jt3YPv1s32O/OqRyGw489Bd46rh9NrrhX3w8v7OuS97cxCTr7/Sm4w4jW4+IdRJ314Yf0dEQBXz1WWKegjAA9GojVqojDm7fm4u5WA1YUNRIZVi6nNBjMUPDM1dGwan7zyI6SouiJEnU15iV32K7V/Oynt+SNjmx4JjmZa9Yh/eYhRam8uZV66WrI6JR3Kauzy0CzGQM/Y+6vB5eGcWwDZr7jk2jEqEqPIl6UduTnlLy/3H2R9XkousSViuyuDtolJ3t/35Qrpr4qinXtE8J7Ty6UEX2I/tndfvoPWCoDJKcPrtqmqr/+y6c+if7oe0//iRQfd9WNn1pc8mKdw9D8PHh5TOX62CZk8Gny5LHnamrctU7Z4lwbQkwBCihWat+trIb4thaO9IuNdugzb5IdKrIDFT/xk2AeAB60DVrHz3vYDnuU5+GNSElAZcOSIc/+SslX1FvITEAa6QOF0RwUTk0Bb01p25y8Tdsv1MgVqEyLpcMVSVh+b2v3MwyNBDwXjZLiVs4D8h/dyeUB6Xq/FVs9ZFDMZy7+EHwFGFYBXDvm3toIxfuJIqv4DR2Vxy5UHG/Qgd9L/fcxNhdZnELlgTVPmHILAK7Q2wtXV7NRQBzEHzzylCSarNgUwt1bmfF4zyFZdY5E9ODKDfpzL+BdTzROXxN2t+aJcGZpgeVXpXNxD4RL1/FiOZ4VBSurI3FSJymTffd0SQtqfSYxaGdwczPMFGqb9NaqJiRTbLCu+HXaQ16D2mjX4cGJeRGlZGp1Z2k0DPGmv8pluiYCvnxxXbAqNzi7FE4v5kRIVSwJaeO25cjL3mRIUg3AOVQP8CsF4n/aazZIIodAAq7Ula0pwZ/F8HaHYXYl8KkR4/iNjKyWzq6EfBW9UgFUbo5Wt6laONDe1F3z2NDFU//dMtwhtBqAC8viUrm5uWFjIji9DDaJIvI1YJzmRYuhOM4RalUb4wvx67mqoP+z5Oko9K2CMGlpaNiIZ1jITQGNWiMaILhQcUoJajmpEcGbCzP3DqDHoqavKhLH5yRVBO+iufMSUSZzpIupbYZhfzq/95nNkrDCt+pr3tvKXCItjfZ4wB3WGbeouwaRsHpENXOeNYG8hL+6tFZulj9EnFxJSrWzgLql9qGTWGiXPBWpuC0czrc5/Y7uSGlhX1p5aQxqXIkTSPVXH76zak3XPGqWJjH/Y7KrGZht74zvH9BwVy50qTeVJ4oWQEmC+038mAgP7zHI2IIqzsox2glXdyO2woCqluYjNyMN7U7Gc6xHXwzite1y9vRETglT8Q2sEBXTBICQEUC9xEa/VNtWZfg7hSKqymbZtn5Hsq8KTJYXN9T6p7qWzi5oa6ly3LfmZpW8qnYYHT93xZbIW3v7K7teQG9MPKZeHtqyhbv9TmVOglXCF+bKA/aINFF+/3TBqIfXEEmnHp9RGUengo82AgTLeeNoFgcaW+TbQdk35gqvzxG/Ouh6bXEywUH1GlQl6EVQNJghY0unRmVd9F4OLq37RWvFgoSZqF7Hs5Ws+w6BGVU4VuCKSRxQ7L9nux1rhCH/6euruzqkkxt5X0FUqTFgkzY/w6TWEhJBQihRpR7Ox0g3hgCwCTSrM8lCqJ6GZZr1CJ3x5bGNolzkPz6tlvsEtUg8dG+Tcj9YX40+nay+/B0G4MLtbXz5bbpeWZh7fPe32ny77iHeUzaZ1leuxrh788huXH3haqAoR7Y/uWOiwTT9k//ssvOGHU9l3ZON2biiTqkG04xUaiY1FExTkURjG7u6iD3mQkbTVLzED8qANRFs3qMsr6TDgUlOS4X9CQQAYG6Niq/pYkId7HibYiZVkLuaxxHAjuH1mj2FWGBmacEK6XADpgToQpzbIqJQMD+F6UZcpsxcaeIsrx0B2jfzq5LCysb/q2zrPf3GtgOf0emM9OwU1HGDBibvRUyC7ixwvbweK2xQ+VNpkEWJkFlRSJUlyUhKIAu7rLlUkl++zWSlkO3556QLW4xli0S1QCwGEnKjdQfuOe7W1gAKWGxFgB2P271B3YNKzeS4j0kbBk3+O1YCgnkkUjWgGAggDMVJZXYNlgrTpEaP7eJBaXOLmAjwsKoOl8YJ7q1EnO8ctmPSeFXeqQyDJH3xFz/f+cQXArdyqKuJXk6p90C622W8hBUanNxEusDQbCYtooqcJGCBnZpoZjeWC3si62GLnl2dzsNtLmUMNE4Uwq31QxskmbODRKpR4QRbXJK7GynaAsYioN5d8gQ40yYoGowrJTCZNQ0e3NMwaL/6znWXGb3s8XWQ0j3cBkKI7ukQk8EeUtUi2Yjv39iHAAGo1UJlWEmnUutTFqj01bPAL/fQn3hXAn7PVZcFG2B9KYn2UPQ6Ss9OVxz9xnCsXMHoR5qAbh0w65MZ0OrfvcCgtHyFwDYg2IK1reSSbc6WpFVS/9B9KCzFBwz/+ONxZrMAz3OhseUYhrB8IqioYdRgtsR/rg6yW3N/9wsADGHtsdTK/BXjs5RBv9DVHGhoWLu1fncqyYordzc2olFRz5pDnBLV6E7Gx9tYOPWJqXnB+OTa+vszpUP3EZvhVbcEM11z3/XI1WHGUN/m9oTK6dIONe6WQsFBZW8uLcYBRqUr725cJ8FgrflwJTfrUwxrqI0MYmnQTM4mqgAxmxUO4aqLuZJShGtRHCnmOG5G5biEyhby/sHWSi4mdRewEd3tcKKzIhiea8EnvZm0TrMXg0wEcTenthCjAVRHEao0enT/sPJOrDyrqjxpybLOND0YjAScvkXfmohnCgdt6p+G8zAMxCoV0i7o/OEvtcLfD9CbYb7+Hihb0f3zRkwlQv/W9BZF9ZK3MBHNNhrg1WoRy6eLLIurW3/2/S9c+uhKOGykRuDZu1dtcL8hX3AX10AqKwFlMhLPpsMoBRw8cHDEaU5thBPV9d2Py/78fnCyAvWgYtHkqHAidzzgkYObv6A3jyaXLbpoIJsAo1JTaUGRE1GfYK+PI8ryYINUnl6uXu7nuSvToVoFXiZLr56j/6WyGBrqLcnlF2jk74b4fuubVF1VKyYjZws35tJCX3VDvoqRH/+k56Tx5fVbsd2197dN0TPjfayySZN/B3ZH59+p+2sCMrRsMXnG/LtlyukIH3JWNBlBWmfemAnV91eLS9iAiikoECUMbuqThYpjjTXNJ6+n1/jEfYouIlVQIaVZgX2DA6dxPmhsFmXsUA64V2v7V6V4Kz8h0SN/eGTo76M5byrRpiEebLKYVnNP2EBLF/f+OfWiHMak+YtJ1ncDymIUYZ2uTt4VUGDmpSKF/rs+nuudvaj3dLaoOpjK9bx8NkLPiYLQo9iMMBNKEs8FOzPJpb7dkMOjZtb91lbAdx59uX0KqCw/dmTX0WMdbHhJQlcTQqzmKZ76CIiGwEeflikUHQWZafxf7zu3IIbG3NOfAevl1E47cLPFhgFlYp4UnYoOJRTFeU2JyY6P93e03MwANYJJyYMeheFmNopu7RmqMU6fSVhx9vj50HCt4fuvPJ/823F5hFzzj+34bN/Z996+Z/9Dl46LbR1N+UOawlJIHxcjRUQoZbq7Gp3g2sRcadtwQ4d+8bsTYhceo7j6MzNrm02bPAKfW01q91tAgWYR69k7kLO223vD2+dibi4XUVwRnInzeBIy2x7ZPlig2DdfOdtW58i4PaNuQAHSZMmbp2VyrbNpVwd/OV/JNn0AgLuwywi4ebH6rPWoWFg/NfdsDNzFqzLsFx77IpAhn3r9+JFE7o96Z2mN7AStw086/uecv3Y//lNJMjMjnvQbrXBaWuKMCuHvWQBRu1JQUcMJre0tehOvbmr+0U//97NbftWFwmOJgG7eBZBl78VRea0lFRc6YpUTJYaO5of0ZZcVHqjq5PeCGnL+lWngaOqNKXItBj5Ktmx7K30FwrCTg4rUtC9VFB9TtkwF83bT1IylVVIm/zkdehDAgjhxmow3/7V6RW36nop8b9z91Z2bCxOgRBXXVDAjCiRoOvSkOW1j1ThZNGkiEo1Z3thovyYroGol7792Y0uPVoZ2SYmNSio32m0VQ9F5mNrLQ3ubkRZDAwLJUHqxolirZD+ltUfiZLlQ/pTB+1Gl/W4+Y4b5m7N0Sr7jK/tWTq0G3et1GuFOqFRThqW8sr3OoELp8OopNrKungZ58kY4u77srWyqQYNkCmDY2xGLRJ9ZydKHmoQ/T4KNQ9jxFdKpFU0DupN38/dsMny+Bd/wIS9mUytw8llj7/9ZaueYyavFnCAjURFodZlDs3NcNBArpBhRACHIrGTmfFFEVCo5UKOAY2YFFJUbGflXeuujpSRBBjtx9sObjIwH77VD7gzUomS6Ie5nA5LXFpH8f+mDPYpsLuvHxRzGGNO0IQuszhVaW610DG4S83OZEq8Cpu43Su7k2RgFVoQBCSiXVxL2GjEp/Hlc6Hjasjgzp3FnNiSILQNlroT833eR+bI7nft3aej5oLqGZE2v1x/fjDg/Y13/aUIuaYhJSooIXz55OvLJzf6uOsNNINZCPi3f8MxVCTLd+snhyoJHqS6qMaRMSnNpVg0wvlFxFg492wdOxaEvr7rrkC6RKcZghaiSWzkOKS0oUK2uw3gykm0A4BYlWFUKvzi7agF1W9U2JB+9EAGelraMMpKOu6GjDYSmzGxk1QPJcpul9rFHdtdaV16JjL73jGyyjgGu+yGTSglnBckoJYQYOd4hU94BRJATPmcXiHK4XK+7tnbnyQZf6nQiXBYJHjh9TGQrjR/744+WIh2xf/y/qEiadgQb04oZL4SeAWgWMJlFfm/XSm54c87LbZclxuPHr5YesMnFBvDDdSjhT0B2nb27W96oowNRlIeNUuyEr9ygTe02W9HuOt96BZGxD923bV0wXP1wXbvPtYSKEpe2GOJ+cQaRh7BNX61/ksDeuByuw7nTx48P1FlZAo38OySVVAMsCbIlADD//NERz8SaRSW/th67HpT9kJe/12gpetb2Dh+UO8RGudT12P/LN9Umb12W1TrG/n1cpdHdCFVqGTZP5lVmPhdManSWup762bXX5GJXW4OpnMmv3vZbyMg1AvdVsa/1KCS7O9fG55vMOxDjgSeC4w9WQwEq8SLNhr301x8ZLl8bxR8GnhwC/jcnF1PPpUEeOPdflVqjVO7II/yr5473tQDfNnKFMILViF2FdGARGC+LNguaLqtr+fKg3RJKhR/99mMT60xzU9cPf/SSpTl3E0nxmjSRIuMYLwFklTKVq8iKlEYJzC9TVKNdl8ItjlSgq0RnWfbI50Df7XUximhco/nFEhQNY1v3/am2sA+i10czXCWcFVNciQGIpMPpcpZ3EvAND0XZl0Dr7qbYkmyhsxKzeSY8oyvqTS5JJVWBXVZDWi+pbq7lIFtXJAuGwLjBUuDVI0yGvs7Oh2QWyoCM6pYW53Itpn7AWueV3AvAUhk8yQIvB+jUhgfZQwJeRgZuMeR4dlDQ3rzfxbw3SXoh73CnGalAKzGVGlgdHS/x+qYaDZEOqRmpRlTuaWrZ3Vnmbq+4mUAYhbfl1y8vSgQ64qvILmXYpEoJE6krKfdRHT5FCu/eFRCzMulnTKhELhMTAcUTTZZ/XQttVyu9iCyN81/Z9SlNKP+0DfvDUnBdTEbIisnVN78+DckiaFXDlooIT8Ki0MZLCrglUeBQq0jFBabqF4TKJx/ry1Fr1awSMvDnrqYb1KhBzk8U2YwMaatkdQ783m30U6h8cpJdmCq5qwBbFp0fZjrsWyK+vFaLsSurVbNOJDC5MkT7OeV1SQ61V8XMkp/WwfAkK+jWVnEICFqB/1EI88vJkntDCWtkXiYNMkYilQIoIulfYKCbTsa84ZABFXK7VOQFWbWa89M7XtwXml4TKqCGFLUXxwJNPbjNfNFnUG5zayK0jc8usGqbXYJli5SEbG8AfBOyTz5NvnWs8tPDWC8MfrdM3szc3hAQOczl0QIvsDZQUogWglChVyYr6YWYRCUwYo/RigOkhKYHVdUhGxhOlVsBIElKjs+Vu+pwvU51KgwuAUkgOnv0SBf6P1oaqmjzQlWx6pWi7410ALMTa8w1HDfH9WFrm0VuNEfGQC1mSkSIwfrs+UsFRF5ptFZ5B64zGZ/dvxW9RdUszYqbK1cr5ZwpV1w1baF1uoFSOigUHnGypv07y1r3xDKvASpVaU1HaW0xv7SMW2yYurke1yt1dieVL7EKnASEpITth4X/TMf+325jNp6W1/C2Iw1XPYbkBtH/TL/v9FJ8at3eX79GJbruRBI7tlc/XMDQoj1nZkibSwitz626jLY9O53+OG0khXqN4zefOOqgVjwx4u4M7TCgTyixVzMxbaygMcm3d2jdNQ2GRz6+t9k1HRcMFmcpBfd+UpP2L+hYaG16TsCV8XiEFICOJu3s6ILGpurTwp45D7aSq1GzBhhWcMq99UodwZBLUNNzDwFJEZibVETmgnLNi8TY9me+9WGZ+IFw80Mz/IdzdsUpnRzcLnNhPwIb3tn8XTretW/15qcVhd0I3TLA+gGNdjNx4QJfXAPqcViww2+lpW1Wa4BOAIPaodbN0Rjt1BTWb91Y87tV7c25E6FymtRaFkuCOpra0LIYIBYTMFCNFOC4KJqxvFrlg3FintklE9uy4g8LYOM+uG9/fOwYv4H3sxsZbp/h5E0NrCjeMfKAn1znsMNwNYL7QYN9CqqyFKAXbdMrBpkOzGHAiih3AmXH8Mb7s4UvbLOsjtbhhPRzPnlCoVV5DbJqcEQeezPT+tmiVD0R7MH1Cx1fbyisP4svOGR0GdK9XpW04PyJeKbDpkA4saNQQUy1aCpEop+vNv1jZLLPJLuVTU0C1qMGIJ9MnSMa+npahrvmfn0ZE1cIMuMpwDs16pY05DKzcL50+tS6oSbF0IWLS/pT3vKn6xTjRFIVNEkhcoUEhjtktzYYyiQjEOLIoOb0Kf7rz++7MzPugyhXOi5H+CvRFG+zGn71TFIy1PL3sHJluo9vDYKqrLhQhytFFF5cRCWcny5XGbooAlADYuuRKj9ippfjFRwBLRL5bz/+qBMjfEl1mEkzwVzHrrqILzPnyQMUIALc2c/KxKfRn+QE9dczpnlJR0X8Jo49/mCbaVv9uSnirzfDUkSfXcyoAT6JuIAkU6FZdYcaHTARbqkm7i71o3CDNI6QoWvADhdea4ZnV1bXb65H9aqsRwCl0uoMRcO813sHh1V/6geGo/qCNL86KGs8dedevcnwfOvTrZuf/0746LeezebK0hPXhO94ZO9PXt9+ZH+IXrRsv/2vt3YetHlIITMGtW1TARRh6MPUFbJRD300LjTqYLwR7NAx/Wk2lwMSFBphjaSVBRlyUFQsakmwSDXmqw0y5zQFDgMFmwhfJmrvH9S2SIKzUWhzG6vts56+69leV/rsHu1XbxE3IvmMWF4Ium15P/b+tjWZV/cxU2FnL/XAd7EeiwH5Lb+tIFjlQkvDbUYGLSaZcnz8tmKfEYGq4MkbdJwFQci0qbVB43SNv3HWO+GRCos//PlRlO8TQF80lSjVIGHOqT41rjYnbTvUG2tUCUykGQkqh/r7m0GFplCBDRqlWWnkBDReqsAaaFsSni2xIsD4cCUnpgcebj/W3Dddqx/YmV34doiGxP95Y+jYDxOZ6+vLNgny2vimE39L+VLsf26El8f7e2rKAHpzfAGIhb/4ye37+4fxLE+NfrSo0mOcuH+A+OUV8hYR+slm2/xyqqiUxCDp1o89H5Hp/jkbDRPRraDMZLCIqh6NtDZnbpTUWuYvj1K+QGf/iHd+0iJrOspJJ/23paTULEXLZf02GdrTZ06vl3JoybQ5Bd6u+iP+klgu4XfXKvxWRJyKe1jUAnkys27I3fTr/PrGNnzyztBdcO4vyQAH8d96l+Zz2OrLT4hvbAe2gODx1xhzDWDmga9cQmQ4NGJtuJaKNg202gGZ5P7ByP9eh7rNa0upgzskN1bcDBvXHdmevjSKUQmAqUIoxWskTIMzsiTmWVqK5wnUlgOF1Yy29XHQ4M7aS8wsDfxvFrS4SlOv2q/94RwZBEGkwBn0x7faJXQuniYH5NyMtyItnRhqw8742b0Qczqn6DYi/xiVNVD1bWjobg7ocmL5OZysjswGPtH8ralN8C1HnUml9JwlbmQ0bNXBJO6iZqoNXoi1wexJKfLmashdbBiRth76uLR6SqwbMm18mJK1FJEbGdaBuXJwWaW3O8cqCS9hfHZLpVACx6q2ejMfklz3zuyuZ2eCTDIKjJg2d2kVXU5JqzpxfIYjaiibNDKd42vL+bKoCJckRZbLgHRcStFKNWrIz0eBZzgmhKkSsaaeg+iLr93dZKFvhsKzMN62/XFiWJ/kpWWDJLGSvo/zSlU37y2k5sDWvUNbyxmfkM/lCwlB5HFExgGgCsBBKutl1jthdASTE059DUBfY2I1Nd22+YUyDEZFuMHLIzG0T9GcKXP/fdD58HfbXwVea8OApzYBvSDdhGpVtFbiIdm/z+3XM7Xt3J6boBRR0QVBZBcLkQpqh0u3S2gSqKASf5BS+KCNPcYUSVe8kLdCbzUIPV2Y/EHNzYtclCU+M7JrxDufSZYkwQClSolh6qqRY2uOYG+kirfcl+8BitncV4pc88d2ZXUEXVIIba27B0YS1068tlX1i79GEIOj84sPZ3NB+XLI9aQrzaQIN1jfApx+X/rkIW1iNNi6BSuOYgocg2UVhagycWWLNp8gobIFAQvVOgFXanmZWjKRiHxlUDu7BGzeKjmCgSsbMGdUGk2Z390SO81+o0Z1M1vKrcVqm5tsn+pmpdHOS+6QIBjaPQ/h7lv/O8m14XSDnflb8xe8j8wXw/Ei3qTqvd2Yfe/25H1dDKNSemZSa2miwSI62wYasKH7FfmVu+/92jadjPherupUV+Tum35OU9bUN5oDVfdpn7keu3La1zXcLS4VDYZ6Zb25OERxJaJAqlSNbXVSdRpTGfWxwvqGTWmgE1laBJUWoFKmj3wbfr/rPujD4pHU1FiyNt60STqCvvvgi+iBXY0v2GIfLcPw+J+e+tn9nY6nncbJVN27N2NKEDzi1FzIg7ePL+W84jCiFKTq/FJ2drmgMLBHlNoyqDoxG//0vdsiez+21nL/u0FJNFqNJDhklcu1R6rK4g5E5pSaIUONi91S/wg88x67Mjve0VAPR31/nmLqlLJ+KWpF9Y+aDWwOj6zmW2p5g00vvrbgTbWwKsWqLJ93DFxcJ6YEoHwrNWLJrsd5FWhMt7k17snH4cUbJ0sfey73x59C/vOXP/G/5ROZubE85jwgf/23pc+q0NQYPx0DbQZzj1o5jcfuebIrs3UfP7229OYM3KjNXfcpB7LvXJVJC2GTy+V9998lTN0jZiVtkIaWdezpxGUIhCAISpfUrLwVKtzBm2rUZE3zJFOFQrdaJhluXThAUw80ffCYSEAdqoYvtp/9y3JWBuAdSltIdlZQUQzjAnEk610kILSJWwystBYMkyWsU1d/XS2ZCS5uB+3BdPeXgH3QvY3ldX5rfuwX6YXBHeTtBmAxMD6vN6829Ufp76xv/GB0B+1zAZzzcy0n9lSqE59nbzkeo63z8lU8rhRQpAfDU0B6I1XKf+3Y0F+3+nqVkpAYvhO3dbXJTJBylirczW2wZQhHGhW6Ibv+Hm1GK4ZvrUAGhEkwHJEU1jDrIM4JVTpXhSkA+pDK12twTpIJ3xS3tUjDTbWq3TX8fxTb/8907vTVzzs2nfWWlA/szGkaU7EpJp2VHoshYZ/lXAvwPx55BHxKkD8woVHqQVhp24FK1jieIxI0B3y2fZ8sGq+gzWFhyk+xjhAdrzXAVQybWimQuEFFyTj+3J2VpATDED0gbHrng++nOq/rfziUk14Ve9SSuFE8BVUC9BpTzJQLqFKubiROHrQ9eDaa9cMixzVb6gltLhdLTOWzMCCwADDc3K+7x6TLwe+Onc4CAKYyFHCtUlq4T0eslRyP6K3KUHzEg5FzSQ8U9ROc2iwyrftpa3IP+P6F6zdKtUqFJjlW2LVzJmf+bN/5J4ea5iw1T37iykb6cY3djlVcDdz/neNN9w2UV2MFqclVw3oUydbt6AdJjW0bcbsg3dluKnhEVMWj+STNgAqpRCcAVbQic9TRIAlwpUoGffgRhd9jfGRrYTYj2wpk9CzhDxXULNnTp//XHPeFEfTsCptqlScCSSBb1MlwS1HAFoWEEFybuWk3HOC/viV/fHnH9hySwM1Ql8pC51Smmmp4uz7532QTh+j69KYmNhwqym9f1T1lU+kql+8j3P88er9N3v3oa39GEjMal+nsamlzNWKsOC1JdZQLVaOJ66T0nm1ta0tpEJUra7t4nK1wpJSt1j/+mR06yZVjb4A6zBZY8yK1PbbAKM/pOzKXa/cV35XiRjXYCKuDOu1ogXz37Oo9dUZhgZtGrD0WWHBY5EBEYojnCZ7Xb2kgpkO5S8GKSdH4MXttPk7cKHtIPKXOYnatfT2T/hOqbZfyz+3dLA7s9u54YsYLzZ8MVEEARnFCIIvXkyQUlNZrUxZvs9UxPLh5aRkGDuLEGT7pjxR57IB1wEmlVUzOCItANtZiUMqTEm9J8dcl8VmgDtYs9gSENkW6RevSa5gDRapA45Q/tQUS7jtsV2OzkDwWEWM6pfgzF2T4nnDybjqc4wTLJxJfVj3sf3uTo/hawarOlbU63AwVq9qKY8eehkZ7wVONuOq5N5fjcsquym2MwtW1ywMd9YHInZxN+nwHNBG1kVtV8mtAli+P3bm+ukHZQICSak5XMU0xZ+7EIjmQSWlTBG++TzypQHLvc4Ov5LkYBLMSHZa6b7/ywm9T0CNWiatO/E+IvlHOmGUFuVzIM/8qiRaeXhGKkNWal+Rn0ukeG5IsFJdZibKlIxIUYMn1ufJHG0x2xAwc2QDe/ox4tULOG4zonZBTi7hfmw9ItOLFGlIC4yXPls1JTxg8URZsBhqkMWSKrLp40QKB+YHaqW60M6rmbi/ALVoml0/eSRVT4N4BZPI8mea1D/cMPFdHTl4mJ/Ili5WbogF3EWqnFKIV3yhk2lX4SRYzUFBLAyIB6Wth9HFTQ7Wx3Xc3+c2/9N7/pV+p/+1IVJlnr2TB3T2IqIElN3cfnrP8Nns2zOpuqb/bxn9YK8j8gCWdvAEN/ylbeTUbGgX8EAJqAcXzkvu+6Vt+S1HFq4qSAFsEfo4WrNlC39JKuqZVAijLGVarrd17ELzpDYcHjNHJ93/eABJjTlg0bIJy0qoQmqlJLyeKmEIJr0AQnxZK8SCKu2O/39vwXnhk5JmOdFNpfuLk8ltxGC2XJIBMBkzwU/SqTLagKALiyOP2oFUmuZoNCby7kjEQ+TRoS3D6zcH0FmVmEmciemv62Z+efQ9UF8YTv21Pjq+Y/rfGP7VA/H3CP7Lp/E+9NjI8+Y1td4C6yDHiR994Znnygna5elQn6nXKny4j33h007VpfzXRJN8hi61JVNbGE3+40v+IrKaRmj0udBxuiScYBVVSrZJMk61eBd0d5foa7AWjxcj7c2BSkpT1cJUzkapGLbGqyXfcyiE699R+3e8uJpsGpKteLpGvXn7p1o5PPhg7okOzZOIa0dtlCDY9ufQhJ774knozcAchsqBaB7lAmMryNL7J3jSrNTU7qnUtiRMhaalZKnG0qP13rk0bYYfVbb+OD2Oxtf9PEFwA2FEYCAMen3nuLuvuEveEKAlavNACpUCpu/ekd/1716sbpWhxlwTint2suz7f524zb3zm/z4uMRJZq5rqGspT5YpG+9jB4dOXViCLGPcF5s0WHCwJJVyJIwlTo1mCirhw462PBje3ZeIsrjKX8Nbj3tnFdbaRB4aGtV8F1N+6w+pPMcypXNWXhHGJvm/38Xxq8qNYPcLNnlYJOks5vtQi2O7fa/TnuNWlGgal3wakdipTCXsInbC/o+nmuCrEFN6iIvvq2xxJ4mR25YcWu+/4LVf+tXohkjS7GDI6QQtmPYzQoMRnij5/HhiG610tbR1GIW+SqqqVlpZysnQPYoxkNkQU3A6a9UCMEl1/WhJZKbRUiMbFNq0H/aoHHWtQGvs7FtYqa6SoMuehrIW3t2oqSS4jjVH1a4zqpLgBSqVnXzV+K83JVK++fhf5jUeBf721Rft69Dq0a0AgPbZP1vP6Yescbzh2Z9/l15JYKlYyFtFDaB2NrY0weCx66Gt3+s/eMOPkF76ivv5PEW3a1DUT0JbjubIj72HFoqhphgVFfWG1orMBaaMoCOtQkEYdUvpOZLyrk/T533mPAgbVbRUj/yH5QI08mKbfCSf2PXX0OlkM1zjrjrZQQQV+ELyQR7b1W95ZK+BtwmopZrCWZsiyxBla1b0n/NFnpR+BhoulWiyAQvnNwCUZrHUSPvq4cnNp4LMv330d6NMCP00xo5VcbpNy8ydje4OC/U0QeHDTxJk52ZdGBlqAa0EA79sk93fnc1LAl9N9ZRc3H0A/4u0VTMmzH78fNen0DzX03M+w1amIxsDt2tn490sxWzlXr6TPg5VevOTTEdlUCTDQDzdA8yC7f+jI59pr1zoH7/+B88ftf775/CcbEvxu1gkM7wHvcKgfUoAfXt4+HrGcZ4cx/l0WsBvqgoXVcz/2xnVHDeS+zXN/3LtWqSEdhLP9tjalN+gTq7OfQhoDVrdenMVlSxjLNiGCvSBO6Nm6YJRxpfS8lLQ4muzOlDIS+9du1ecB8n0Z+MDgpbbvefZp/FULSmstUqFKw0G+pQFo1lHzJZlVqKRmsOzEqvuaDJcuLOjj6q7j2oJdnb2SI8KM6ANuhGuyTCvVRm/U8/G5jQSJOIw5mpK7HeKl+6OFWcvQpUq4IEwByABW+nnwN5C/PefNlT81tFXtbouxtWPLSyr/xoHO9L9f4q3p4hufOstqL9R4Euls3TTkm5P2f66InR/dafHoomv3tKhnE2pbPt0qpbgY1PVE1zsZ9pktDu9SUUiUTS168XSa2qVvLhYunif3tchBzlTJjfopudOMfeTL3+cENkTJioOvLiFNjcjJgGgYYSMEWgGdYpeguBxmVBqMciLokFu1WOWYubMTntBXoCQolktEFGJJLp40qPbrqMDMpi4ZdfVJZQp47MDYI+E99U/McsqhSlRuKv0hpd6Z6rBlo/2wGUSViEzDsvu4tuc/mNg2EIXlfP/B+oXx8oMW46cfUw5LjdplGVso2ruCFKnMOUB1NDCRKiCZjUwE7cEQQsvs3QocLjROwb9p95lSk6kiBJu+fIcuPJJ43S//+ea50Iru8P5CUw6cnoMyCgKSp4LwTnMKcMnhheqHnOK/AecBVC+5pQ0yv3IuuAaAFUh5nFCKwrVPGccWp5v73FOvXOicZLI6VTQ1GhLghLxR4U0KNAMBWLnFUt/KIIrCyLn3YCsNWStcnZKBGixLAeUelXxeYvMMZK0UcIU0YGk94tp0jS0MHtf6FZ5xGb7xSU6OYQwD+DZkWrIXC5RHJzW5nY5EAcEi+oayykBQa4i/of9dtjJRilRiJPCRBMXfRHX40TloxZf2DeAFt36ztd7SuXn23WRxsVY7RBo+ixb3otFTaYvNYjAhV96+5LKXjds7X36H6WlqZYqRbDw+jhJqg7Xu/GxVBESP7VTUM8hcihl5qZxXJZJ8AWR7AZXZiZdEdb1qA6SAASKzqfn8r6O62aiRBqAXmaDqbFNPQ/VPvUm9bAQk+seD+U/8/tEFZq1mzmtRBLtexd0Z+H5d+xEScO6uvX/941QuAwBAUJL+p7Pe308r5DwAiQaa8oxB156VugaALqswlWGBwMxktnjk73iR13R8dDOWrfX1K5ALRod2awupQ+SXzmkuS6W/nkAitDXhVhnUOIYUl5a87bYWUnkCIG3KcLAohctC3HfTgSvnZTxY8msUxlgeWJVkOwI2N2IZ90C0XEjv6cgtXMdvXnnlwcQEnzr9ltPzrfvjYBdgdDXFL6ueGk2t++YUQAO+lQZ2cke1GAX+7wd/UOOH/nnyD6W2xJq9o1q5aOO1dRGzHGbd2vGLbj1j7FJExo4OE76ZggHnZ2VpA5StRaZoIutkiaZKKqNeZQHEgNI5+pcnLpwyMj88jxx+dPLrqiLFlhil3OCTa7SkCQHQuwBoAYAmCDPL3ORY2bQ9EyvOa8AqqUDLAamyDhHTQPP2JstWnA7kUkG6HAXzKOc4qtJYir5/0mxNdh0l5ucjxHpytd2zMbseY5B97ZZCMVHB8jxSmbsZ0DNxJz2Qmp517nVXe7a2txice6WM/7KYYv3R0bMmTnPooabfVLf9tfOrLalfbFckddTaeL4b0DPTIfJ2YiCZO3NBVAzIsBnSDNGxKxk8GbYPwmWCCVyqdbSZa2wiOB7qGZKXGX41C6RQ6L8XgXqvejaZr7TqcBGfJNR5Gt/50IHR6yHkq1r17dZtZFt/Vksod3C4skFxKmulg+EpBCSGv3QH+fbpHiVJY5WlNdAu2utthgm2Jj4pVi3+NpsLevpz8Z/9Q3qwq9DbFJle37/FEJ5WRaD4X7aqAvOuLZWOvnWBE/ZuV2cSHwdHbFW3oqX+/s29fzifoDFqvKTXaAuT2bwZzmTMnYgLTXNur21zNz5su0SagEev3HLowVfP/ZXrvP+8qsfSVRWu/yGl9pC7G7QfI83New1Cmko8P6rt0aiSREhpbUwhHnfrtUs3NNr+v+UDEKjE7SzH56GilCXQGBurgtIIi6rySkwJj6Ed40ifTk64119NwIgWofKFpLKYcXC2qllXqvLxXLtBKUGLcdlxTl+nXp6QMLQ1TmVwLDEi8Edtjo2Q4ek69moucZ7DCz4FrzPwM6pCk2GHl7jdiYQYer0QHTLjwooYFcmFUoEVnAq3fRVgyFSW8iUQAvYSOgzwCXDNhJcrGzfkJDwNd47S+GnBVzLSzT85MTqCE0mehCtopwxcXqk0N+Sfm8QxHlHkInthC4yaME82rdNE+Ywywhc2WJEVee2WfORmhOtQAlhINu6uxT+sNtYTCV4SF6WAFRvY328BGvfVssnbHdzIOabANI77KtHYu7xM4uC9r/eGe/Zb0qp4ms/45LpiLaMUmo3Gxr5bKhcvR+MpEVFDguSCLHvLywiyGrv0hwWv9nsi5wPlY+9/+x+9gWz+FTcLBonF2mdedkf3hf+a3/gPeOBJt/b6ZCkYkWjq3ym+pU/HPgqWT2uXcjVEHrKR8aB+ucgESWYJ6Tq14jI7AdhqscvhEE+KoCpn/8ktBu/4QiyAQp4KUFNhUn1JW8GZShXSD1mVs6nMYwOWQKrr8GbnmVHo85/bvHb6tamlpGywzzI087m7YWkwCojG6jI/8zZIbWjrjfL7t62NV7bUHhvC96545EFVrP+9v6Vvzv6A/nCi1uJHd9Xplm5UMhOQlpIzHwAYixSpyPJShZ4vlywqYIpSagje0aUqh6kSRW2s1dq34ElLFixVYhnsgdflz6cC9V/5shW8c1d8kT2l9oHbKjR9WSSzcN6Oky9J2oJREaD4C7Ragii5QIU/nDU7US8aCaYSbNViPbCrfYsmL1A2jUnoXJe12dBGGcbRbBmARa1KjfmjMKlSBULWpNOzMVihb0T9XleFUCg86RvyZAlAq5hK8RGWe3OOeljopsRspm7jwd9wP+nZvS/wjz/+0nSsWPztazNLyoVq/cij14/eVdf2vaFB/Z/A3eC4xtKuWyLX/bcdBo0HZGFpQbagNlRaqhn0iurca0zvETw3HdqQgJBGaAnAL9PAHRgCibCI8AJOXEXLqIF8dRzQu5o5KHPoa7eD0dNKi3WHu91iql9/d9GkYBG5MY5bIUtMb+uDXC0LY7mdrYab/kLNxO/V01BwSXN3C3zpSrqb6FdtbN3menVz9RvHcv9xt0bxGac8svdHt/bj359nZWLm89tUv0hPlhORopKECdRdm/Pzb/rTv+/fvLZoxHeZjVdXtjpbkHb79TFy0Rf0eI02mEZuaQyrNZ1F+KZt95t2y0T016Ulla628u7Xv/a9R/cxu9v0208UVyvB5HKHmt+4OFIpNLv33FK7MhFJhOlavvPI/l4d2zvkfP1GEYKYIw1mFCrN+csUiHkgfReMJRR8u0KZNwDL6vqWtl3BVJ73pskTIv1hQcVlNbyCqzsG8SOV6Xd5ma/1TBfCw72Fu0Epv0wF6lRRNg46leEbCdDhNl7Kz8bMLXdvJ5Yu2XdwRAXw6jIeX2tdmk0NZZSTk4WiXC5SbE3OZAH0MpLOMtLtGoVZkraZfXOR4h0qN2KyGdbY00rDCFco0ZyinN9T3/+MW8X6617mE7qne4Nbc4VnF9nI/XY1ks+HlW5MXI2oVKXWl3ujLwfUzS1dsyhlg6OK3PHbgdWrG74wqzQRCp0xmceSfMzS6AoWlZumrwZxISzCSb8gF+RtX+w3GruBeakSljV0cPDuxuZsdX18YeAh64vPg+6DloWjncMnax+XwEquXKugM7IR0shQ5UvcnAo6fJv8wiNWjooRzXp4YE78NMnTGodmPClxZs2Xf7kt1bcpSb95mAV6JuSzfDCQarzKbaFaM77jRlFupPSAxqOvcU72qc7gdhp94WJ9l5CQPEgDU4gVFRBPylVAt8XjD5NqJdtTD5SX1P6KjS9Wz97pwT89zyFM/W3qVy6Q0US6gVBdzwgxjfoOTPcpSX51V2fZYtJqEZOd0hhZeCb90elkzz2K0Xe6sO8PUOE4ZBwnaj5+NQ0dNShzVlnb2h9uZX/+Kv6tM8vTrxyQ0E91im/cWu3aCI+G/0BUt4iAeLFCR/mlHHCuBDDnD3Ytjy+hdGL7kAoOcB9EqS06DWVVXp3LGVvVpQI/0Ns2nyKH25JzHwk6GhGWHE8C4fcnZKWuvGzbHdKUGDnipTP3bukOr7Ev1eb+osi/m8I2q1vu8DLnI9FCpmBXKbWcH6sWELdUW6JNFamxyNnsLG0jr/KGTCYHR0F91HJHY4fUd3cUxuYnrqhzcrfBMbuRrS1FEVHCFV3CPbvM7HvFj3IAALd39fKrNzMUqMsRlZfGGc+ymR4sQcnrRw/U5eCe9h609vb53xym1enC45v/vP9Jt6MJ2/KTO8+vq4//Krv8gzuO2P9mTKnU0FAD0JHn1W1QFRSyFcW8mt6L1t7LAn31am0RfYcRmmgkpoNDJsPuYenUkibNKDtw5apKdeT1R0O/n2SSqZ3/e4sfRu9pOX7tX89r0pNFq7sehzBSZWb1Yk9zrYAbvYoNygytBeoU1G4gemWz989TfoBQbpMq0XfO5xlnz2vpnj3VhiHdU6fORJ8auKy4tsJcZo/dz+t3lmok2ADP5qR0Ffh0MqjfihZGG7Xz0Kfrl+8ajvxP2L2rTuO/UH1o2DUyGtgEZv+2rt1xQvfax8Y5dMtEaXB0yUmu4UVe0jqI+JzwwkXfLjDeeo9xVsRwUDd9Zc175JhtcXXk01MlvdlUpy2uJvz+KKgi5i8rH6tcqNV1CuXaRl7JSQorQK0SZYb1+muVRTKrAjVmWkg0CqtxthlSGU8JHohKlTNQYzMxX1PkwxbM9l9Yc/JZ908eOMUnVZtTbtumNAuAYxNzTiV4v8JukevGLaQQEuIpfLxSfRMMDGP+n39tj8FjIMbh1t5mZEswl87OaBsawj6xltBHdGsA8gRsZj1Kf0bghcgUVSzWoi1c+44G5dF+5xRh8tfsXr4yPhXzSWgz0ShpDCnp/dv34+e/M01qaob7mcLVnNlAHP6fzs+uZNocdSBpXN8pgxsl9yp96ZyAb+q2dlobxKa25t23Y2kP9cn9i6eVxiZdrT5bW9EyYimIdm5HMYfdOVkcj3G1Aynmk6JyPDPaqFBRZiJbd+AHtyu3eXmytp7ECktTnraaL80SMUiwKmjqtaHtm+Nf7dCF2v2Xlntr/pjRcUltisM5VCRLTdptHYUF38UWybqbwnl+iEzPDnpIjWbC4+tf/GELZ5PJedHaTFAKJ67tYRsp12TR3v05FudBZglRQ1pzm1x5246obHftbM1t0FOAVplBM2GjRGD//DZgOn9a9pJZFrh+Mg8jkscjnyrwLkbKqNE5NvajW/v8jEUVI7faFX/88zzWjfz3p0FDveoasEfYf2vtww802xaE43ssf9N5d+m8hx2JP4fUOlw6taE2czXBv3Jy9OBtDalX0j9RNNyjP1KnFmp8cJ5ZyoESq2RYHSomAayqA1VoBWb+vkIrnMoTWv0UYV6Zizt2NpOxvGqzMQRjVhO9wgtQEa5x2AfjEQRUUFvb1O8lKzp5uwH2hzk/ZHl9fqNTp761t4fzF55W1RzO6u8mVUag5heMHRhilXm1wCskmUwVQvzCrK7Roi3gMtOSLxcWdTxV4uzNa/UHlAYpPlYEhTgeZekYjYCrgIge3L8bZ6ALN8Mojh4c2ucrQy3HDi1VEkhDJ11c9I2uK8017oW/VhaV8ldjVR4yBlcMScl421X5/IJmdCjW2OibmrAd/uqoYl/o6/M73A69xfevLwGMDH2HEXpyAEtI5hyflRw2MziZyQ7ogSwlFm1aNgdUjMZsjSNI4fQaEYHFXY/3ErLXM1i6FWu/8TUzARtsuMi+8tn/1c8UJ1cFcIMLhTWeYa3NI5AydthGLiJy757q7IzQUvPL+NyN5a+WQkuL3JMP9s7Hyr6F1I83O69N3/yU5L9tBc3VfBVX/F7UrXyl6Y0vODRr+Su71Ikn2lfumWjRel9y3EtMfBwFzEsyt0BGbxmDy7IZCmf+nIB+Y7ZGAEc/hsmk2Bs6++7JxiHYzco4iZG6BgrR25VGo/K//rvjy7N93/xX2I8GSse1Wn6gSRl959JVAOI324mRXIqkAQD66n98IXPjs4/KK/8n7/i7QiwVaxKCVLBISIQA3j5gjWQLJV7HVKgcpa/vbU4d2pqKrRDowR7dCxfzGlstGO2oxtQ1zCp8fTP+xDcevYuLFOPIu+6ebxdTJBUuR7gwLSmXaiUFIzV6dIe7DNm6uw7Fz49Vs9u6Wi9GComFar1160YdsKasAWpzelLZDLM6JbnLyRwkRaM6fYkypILgCsnTkNQFAC4npxJ0C1Hq40w4D8Hk1h59OnIGYZaoivo6UxcSRRON6FK0nBU+BuHNlrbP205PcnDVnWjCEzFef7mguJarO9rN3efyMrq2jPHp+4daxv1AMSodMo/f99jq1ckdV3kFpCUTnFJFOLd0aAKFVQFSdccj78ZQpdLQzXEimJbsdV/aYnwD3THoevPNWi26bG8k5y+kYSWqztBctJxrsIY2KvdeYo+9tf+hpsAMIzRjcxxZtoKmEEiUCtRLa0zf/fBn6AzLGDpmVMEUOD46i60VSNW1xpqpVDDoADKtaiajYkM7oNlQODIWBVpj1A2GRBxBEi2ZuBrKTdx21Dz34VjW8nm+plxXVBvEynFtbhuzDHao2BENH48ODeAbee5UAn9kt/WFBfH2OrDUeQTH9KHk6v0e7I259bQh5xbFtIYo7f4cxtjA0deGf1pMDmH1UXP9FgW8uyotZ+g+yKlFNtKQ8+fb478epVsNlVNpXYD/OB4tbNp6xFPSxCfvqmEf+lSMWsgk4b/bN89MrpUGW7lwvqNXnkiKywpZhWPeHXUUZiJa9ClVBeTKpRrrWdGGCiVe4kQA6NZ4c+OtpBA0VjL/WFDHja4OHf6tB9pnrt5MReMel3o5jV0ISXc28+cSSkiupBYCuV7ea2QbY+AUB5jyRUWtoJ1MSp66+ioVoy3VhjZjE5RxTBldqRJvEsvRfNFvbt22u7lBD3cWqnApWZsPLlU4LpWzaXQZbYo+1N666BeX0ZayplD/cyX9l2S+kK3KRUJXn/97Mpfk7RdKrjCRk24CR3/V+qUlzvQw89PNsX87unR+2E4mc8pYWaqNS+iD+/D0JZqntca+IU2tOBabcLdxo6vNJkwRxyimZi5bNI4WQ5zBt+/nB048GP1krK67L6HO32Yefu/t12PFDBpO5lNsNRkWLFFE1highmWQq+A0a4lodXpLhzUH6qoZrfVQT/TX5edUDooYPf3O3IFNoG8Jaz8g/2NMuicrWBM3r+XQwc8uv/u20XukMlid3vr/IsCju+INUqmxefaOp6Wb83D8NdBY/wJijacDL5I1RoKiSSUPqsj5vK+mRfusUKHCXdxo4dMWpcZQqmtgY7u9nQEtNz7KgEeIIDx/rBVK8yGECZAfjNObDXm9zR2nY6f9KAJlavmu1p7tYpYwMf+9TXt6tpxbIXUdcCFYtCuUhNK1mIz8KyFYCA2IOZwKXVOvem2eOeU7bd7U10qUWo51VS7NUbRUpHU6NXSZ/dld1KnFtbMAAMCErBUipRwdk2AzKpW4TJO51aygIgatT9rwjH7c2mmsrUPXWF83ZjZ31g91elYKtDJT7cK0L2W1WzwNz4X9l9mcBQR/WlXb0pUiJLMwrBMljFBUauxagRzJZbMghymwBiANeyz0NC0ANLLgbrvut4UlIstyjc8XrXs0xIe+4iLQXGyxqlY+uLq1SXF1oaP92a/DfPmo0wy+R/7yLpvyjZcrM3HQJ0Cwjkpnh6yp1V2u2wPb2erVfrMyt1qpWEW5JK6lkmYVYsjU5q/w9iYJZxh/Wvn5WzRn0nk+6ZcMfOgKjSi9wnuXuA6r0rwXTNADbnf4QlFdrX3HpHsymJkv1ZQMhAIVyCiJFoWFUSL3NqlWpzdP6IuunpJdxBtasW7YeTW38k5C0yHnVVVpFTbHCcOwGvjzePmEJba0Fl0XFNtcyOKFSjPqVCjgnoeDb385L9+tl+O0kRB3yotbiYT8RupcUdx+m0npEUfWgEiabe8gXpth23t4054HGyrkpYkpF1j65yJVE2SjGWeX1LbBYSkPdN2z7N9KlTa39q5gtr/Mc98iE+/NH9vjIlXGMpQeOrSJW6uoB/dEnKoX3gyoixF9NnQl+D7WZNjSbyoUsjtL8emi+Lapi3QsxUDFyqT/9rudr7yz0b6tVdVlD1wpObf2adfJdXFJEVdYFODqZVEwOgYIdE6dHSzs/q6yfHA5/ZDNupG+/sPv7q8/3PI//xF++tlrP/GUAav7+ZrQHE798L7O+077SI5uRdBgoXrYqPOiyuua2uM9wLef2Hrzj6vz62Wyng5rMm0N6aOtvX06PDZY/TOJZmhaTqwAINAa9xPN28SitojRUmUMoHCxkFGhgBcBDZ5hJaFd/+CUxtuu7BnakVUHu0qJmSW60EhBWeJajIbA26vI1AghQek+7W9rBcb2UHzm/OdrzP3pv2fKRW+3LnOuadu/uvaWbMyDtZd2HXaptv9Kt4+Y++Cvfw2w3XvapudiFmWGjlc6vrfT1ruXDyzs2rh4wrn7pC2RKyOZmamAaWFu7bNBtYeBkhuJhJGDhq3m2aTcCBJ+rBph0o0esbKGVGDlsbzy3afblVPXwcc3ZacyqsbWs/70vJ9ESSHsW1hJsEy3bWQFL2hyyCyRwgfQ2dH7gxNLpw3f+65r5ELq+tdtxQOhaDG3GmkEvvvqS89d00up8+TYkwQ8xQEelr9YmyaRzuL1Gksy88s8CZWArpO4D/bqShbAKs1tXaC328UOtPbQWe3Vrz6tfuZPxu7/++HVB7+azpB+GQEAAYDATf+79cVvfZ34/Nn0W0m9JnUEXiMHj5RSVAnFZ4XAp4Xlo6Lt5JH2F1eqY/S1haywQKPffOyJ9t1dp87FcIa1y3hhuxX6KNtei8A4t1Nsv6TwAySgAOCvwceU+iTJIVWcbmTQgKReEwITDvVDMmazt6AmcyLgy4dih3fuslmsI2+tFO7x/scvHpTTp6pvhkb5TyoUJhFSjgUKstzTaEF1ZKtaXBDtQFFEKjYVxC/24LZx0MHBXlDqU5PJtsb7cPwv9/8o58jv+vWlVFaKge2S+yA8BmiQg6DNa6femK+YwT+9NfKda20TIwQRH0rWdv5y7ZZju9Avvy6XgrlkhrIYx/sGCfO4jbP3xXK2XC3rdStNJGQQlmJx44yo7q3t5oEzOQAzA6V7mzqbjgzs2vThfZ9VhglvF3PpN3Mqhyp7bkF5a6Olw5z96+z3Xzpw9VTWVMLTHyIPqhy/NIkb3u6mXWWlzazbxIgUP/KsmB7DdrbeKt1m9f1zhBnLlDZUsAUpNmgaeu3y5Rw1kmegsr7vFs3KdUFDQjd9eh4wwok1bTMCqmMP3v/jB1JnYXOi407gkV/+J9ngrpYsR644dlxNIdUyPAO++U7t0R5Vp6pSvx+5XkG37PX0D1mvLYwVYpViNqtopCtxUV2SVhOyqdft/bph6v0ZA2rO/YJC/+dA6uY681Rtk35CmxNeeCNk6Y9oFPqKx2CoNwM6Whks3ba58UaWK40KhFhNaTsWCBNdXAyb+HozcL5QgwV9fzOGDB57/qRPsfnWFRmMnclrTLb8rC8+OaNutNcK2dUsCWutVh7fBwj9RX1WMfXNEvQdZROXoaFjh5/6Z6l9atkOp782xJdqXkMT8OXlZdug+funo3tUKKZ2XM9tRHQSt4F7HOg5c23WCTw1MoJ5wVhYJHOrtTpg8IeEtpogRhkwZbu10EMupRLbVFutAuJjpzlds8pAFJdpRkHlpZool6laqIrLl8ZvO6Zp7EGS8euWWHv4pHejstH1xWdSq/211Y+RTk11YuLUxZb4p77OBu7R94E/bgBDcnocuADIpvry6xr19lnLO8p5DEShcwsXNP7z7391QCFMSkr1ZVmHP1f//UsnfteeZ997td1185me/V5WXF4KfXi6mB54p1yaK66R4WhRLTDUCrNqXaZq+V6rte9zA/lX31cIaMQRLBqklqpdEScqRaMdoaZgLwiaU0rm8La+im7jptEp/SnEVFlSWf7cuxsqGWSn0n8uQk8NqW9OZebF69P7FMCUjuDX237lNwLm9jtR98azISv4ynd3W+rLyFN0MK6y/JG83tEYSOcLZHoBkh1p7YvRiB/M1xf5a0TTZoPxU3YtF0s9NdD7to/vMpbVaU3qO55Cw20/ey5pCdoi6hMHl4943/9JxYhNvcZ++ckh31Dhgyeerat/0HSkHJrko6WWyvSCFmEsBtXt+jZ9ORaWuTtu+GWaf3CH90MUbWlufvN8oO1Ksue4dylAmHDVgTgLmPipxs1bryEL/MzDMECaDjZKdQQIZKw8zGtv5ck/+1wKoDZoUUUZZo4R6yxMLIfaOrbgpeq1Fsmk5iy3u917Bx/58eub2dkvbNeewfd0FeZXipldZeA20CBalKTbmlhaRsKFIMqFxcJutXlfhUp1GzpSnNLudclSzhf7w+g6mF/2DNr+sCjfcQg0BJeKwHNYXbMrPw2ihkScd9/lXjJ7gBfvro9P/Ez3Y+ETe5e5u/QajyRn4zp91fJFlKltP5tbUpIFp+oD0vpj0/KXMum4XNVr6SNqLuMACn7sLM1bQWQuzXe8VYoSF7myFr9Ve7DF/u7fLwHaqhLLQioSmkW4Kysdw+q/fvuVNp26x9KUFJtIhnpULv3b7OjimijjJhgRIJYUAcB2y4HaR4XseqXkUIu3DiPJnHnKz0yR1UzGsRmWhxseTipWc+HgedrRofWXeYzFjGJUCFFIa1PXD361vfQYqJ3D74T4q4Dnhcqxux60eAy/WUhVXMOgZR35zdJAY07a805i5mRmz95OAGuZXfLhCL1CVtx98vp1sc0kLVY1+/98YlXKX3p7oq7ThL0MtjEtK6sp6xDQ1lOL5HmNSWqtAKlzcvddhbX0B6K3DQqabBzFMMZ6t0M1qOIr/M4jOx/48s7/ffj/ljdii0rbRC6mzGQfMjXMRsu2NiLLcslYmZXLGMzlAmsaCYf4Cg5yBgfyEIa8H6PXMdNVJOp2iHsAdIpHKnWu4EJmeG9LY36tGic8O6zxMjc1tsGZJX84vdnrXI8nYmXaYEYLSb59J173zeoGA8QgoLgNDgLfhL70kvd0MvMFVZNFMwNjnkYqmL9ax6b3fH5zrN9dev8uumU9H18cklQrehSUFSKdKEgULPMcqgKq2fXlqK1pKB04SebKBgRifHzVG5DjmJy1WR97VLDr0RJc4wtFkhr9VKpWBPj/WEC/qvvgt9bMhl+zt7ah1r1TNgdFd8KKFe4/s7CVBlY1bSMgMv/Fe48P5sC9rvlQ05U0zUyvXxgXKSKdCOftoWdnlWA65ou4S1wFLtpaWMxr+kZv/Vt5rVNdmGS0Litg1SbgSCFVQpAYjtBVlSqZ5QVrQuk9+GRXJvg2Ndt8j6EBK15JOxCqj31tTQATb8UyObFakfBUqOBTleoT1smEogkWUhfRFUF/JKU2NKzRReXX7rMzvk8LmjXaudG7XwrfsyM0r/ePvKGMrfQ7bZ/GooMAe1UqwowXG8lneMGN2paWV+26EpLO7iUGXzs/e3Bwyz/GxTvQG6y5MfHzjM+YdzU7nnpYN5WaDFH0f+4Zeu4J1TOdjW4gFhPKVpOqf5t3QeRPXy9rNWqTuvh4i/CRH7gxLxYrUtG0ACZr8PbOd/4v2tjb3TkMq/NkptHdE5VzjLwHOFBm4jo1BWhRrhW0tTaeu7EIUyU9Qat02lkwqVE5elv0vnTJScwp8cGarZk7S3GNioqoUKcDz/xIgCN7lv4S9KPZkNHstPNjHFXvMFEyPzXtX2QyNzn+ZhVQwOJuk1yQ5KVQei4hcZnyw1t6AB2+6xb9wWbj3z9chHaoZ77cTTwzYSF/W6D1WQjAFzZHKW4gF4qrzmBE6MG6VzZdpuSJZPG9vGKHBrjNCFE3xAAA2c9JREFUqcm6SvlgLOhLwRuq8o5KqFpn4u2AWygFMyAaXS7IEogPaO1t6i2AMImKrVM8fngXPLq4zZhdPVm5vEDZHUozolxa5FWgAJB0heNrExWPxaHOgVmI7HQw/CZFcFzcOWjZqIJ0t40MxuWSCrRo0BYY5c3MYfeWtdj5d5eUHEmLcEZNWNVYeDpHKOOKna0Hbj0AewuXLlywkMUiw/kdWulcBhm//C74l58Ac3HecBT611i3oeuPz2iAe16X3eTNfwd+U8W2mLefvvvKvABe2K69WO/aHgDmRjbIyiSVtW3twK+H0jwjG5sM3m/fdjlG2zPRTj4Cnk/4yl3sbwcYXHcuGMCVPNqjjVdy1GnlAMnvwfh0H08ZVsDqnmGXM5LwZz5bWUzySjM0+Qmwqdu485iJf102N9vsO9R//YR8cXGD5uI4IKpMbiyryQnLQpHQ6+CHjY6/+Gv/+MnOb/ziw1mbFOaRZ3Z2TVzxWynDOcQFdvRxgWWzaGvWclgNuPeE8k8rGqV/9VB95V9TyCE3+HwojrFlr1v5YVGxV1Gt+7yq1J2MFKE3HG6/iLA8Cz7/y+9d/ubqdts006B8OZL/++oyBqyQa45/ZWmoZTqubyphXj2fCIk0AMBYMgyVIRA0YLARUcnRRFbtszSrLDgQLEsmBgPVytiHfwMAdTe0XXfx6cpnW+p+0RZS88GvgMpv+jJM8L28RmH01H08lgMEPUEJH4UfTKzvn18UVAsfFJ/Y+sbwh8t2/NVQd22s8bvWhbQqiq8x5Fo6aXs7+j5vKTt4cyxv04/kZAtaWg637rTBWeCJb544//KGuJhkIsv0coFxi6k005nUG+01VVrBXQ1IHduujsZa41yrzY1Vqekrccedx1tuxCco/UBmeX+n5s+/fqIixriXPsJHJ87je0hmXUXNYbFkhDPJjeKFbONM1Wqcq0XTVJpKP4hGiay/5HjANjmqfqTPq1hnnK7Xuvmiz81+5R73c1KUMFxeG99mwJ7Li6uAetgBfBBZu0UsM1DUdGkD1rPuJH7PHSZyfXHDc1n6MFHolZtYcfns9IREfknp5r9e2KsAM/SgUxNrtRqs95tvLuRDC8HPDSFvjhUXBUNyUXegTVVHzm/Z5v7n5dlN7W1nT17b0bxZjyuvrofbmpvJSCVXS8fqeMijaxxWFhGpVPQvrytbXikeqUf+MZ66a5dlfSbUAZqtJu3lG6XDx13AloGJF9+M+AqbfnpswGZbnYX3HnPfvPVfdLagdNXRTdDzKxkhoOwXxAaQ2oTLNiur8clmAjimAJoMAFng07h2MlZJyECPCjTry2gqXVPyKwGuwei0PuoCYyjySHfhUri8FED7enpwhbZTZdEzIHG2k5Po9SpQBugXagmgyat+3N/W23kuZMqeycupzcZnXgBO2jhhPOlfBMxbVLoNo2XQmWrc1TpN5oLvxT4p1SA1mqR54sWPt+zeqW+sHxu58Mj95tFIcXyhbHAq2QnQ6mSKMlDJFwFSILqs+lCtVZd7d5EdbjC/fKECOm3Nw5jY3MAO11EVxDzYIL50BXwreHrBp3h0M2WwgX7C8GGgGA/WNdnaHt0BfJjw31g9NCg98PDBev+ZtaDm15kYjSpB9uwb5JFHme4u2+7/yf31M63lIt9FYY/n4DsLjyiAN+V2dUnxw7nk+Dg6972/Hbz441+K+tmN0NKFFKRx0+Hy+EoZ1shZgxL73LYMUEtb0gxTaAti2VgPStkwAygeNvY0eIYXrq6GTmWSYulcf8tG+unNiT/WgXv2Hi+lPNWM70KypChVq7BSmQQ2H960fP3yufnQAcQwWZMgkHnpmS+//vxnH/KBLaZGMyBerpK/2Lf3/2ZHWRHLZwKfR29/Tz75VMPu6bVRwYavyFQd5BjlRdRbXweod1pJTJRsBgQpYzxVaERzH6zke73A/CIpaQEQBa8m5W4LetsB5/a/955U5P8sp0AxAwmcVNQ32g8kX5K0u79r+F2p45PXrNlXnvi1+PungLdOgQ0tWiTSSr6o8yWyYjirEmpGSTzctq+z37oYCubWiowNZUBBBakUZvrsx6u95s6kOZPN1or5jNd4G3frccTvr/UqsPXpyvcbhxZq19680PWlreD7cWxlOhpHHsMMCRwbcrfSsSsjqntaUv9+xKp/enuQ/Le5e//+5f/bbuFqDeNS+LVZZmHjARBCHzQun8kgcDmh8zLNnWbFYqAZ0Wy4GwZx3czkKuRO1ORsqgCHaFGK8IePKXx5fiaDL3EH1R51tN25cykA37qJXM33dRmjrR3zp5axFLTpQbvp+iziMc+HJtL4/OYGPPGP34WyuZzlWX5+0qBC6ZZm+cDPxBfP6xZeAGHhzp1QK4p8OPcbW22LSv5B9x1qI+GEOPJaYO4a1t5z/+NJmNGuX//0tZcV3/w+/79n9Exg84B5bnr6MNQiqYyjwnqHwbPF4TpL6iOfu6QzWO5ecVtWk95h5UeT09Kt+i3Lna3P1+fdd4hHlm/9op12m2MF1v3ZWfLyxJmirNWpFFqOKhSfXwVbnfz1NcwGCmWgoHch06FSu6nx2OOb1xe8Kk1q/soM5jXWdw0MNerHFlOlRJRLxTMg10plcxo1GEvEZGRbf6NfqKpMDoqkCmu8zmLjTVWazCX9zPe+8UizV9ZfmLPIudW8amqjWIgl8u114Ui4XC4+3AtsciAIKVNViSeYAl4HadlSlvVHKU4n28zNBQiZmVxeqvL79bDXs6V41APnxVx2XsyBA857XmzvZZSxfZspa/zcmburVHT1v0DusX+XIy+pEdXNytbWsH98R+Gjc9VPE7L39p6ek+vz49yiQtTaUT1tSF/DtHEhSLNaXMrUE7TdjJe1UDgPazXN0RC/Y0iZQLWbfnk0+bMbK5U5MlDkRaUOLihgTTcI6lmtXEs19PQZy3nUjF5YCn5Mo/2Ptc1kBfbDSclFSJ3eW1/cX5fUXJ3JSfkiXBEXnr8sM7DuxCZgIiU36eou+rf+arc1qsjeXE0tgIOtnHchdLDZzrQRSDQOO1vswrG2Df97NHZGywDAjWDFZDDdBhFFETPYDQb5xLYQuK1NA7602bDw9/N2ihnoUMGBbIqp8WUaGfjZXvGJpljOV16viSfj9b1N5NkYm1ni7WvoPQ9pLqyJuWT4IQXnapJu+JQZqxlsWBpf3l/ys1JMUaLzXNhVkqg09W+/uCMla66fC+sFlEC0jfaWVnHtQs629+t7pzMJw8eZh43adZXwwXQ+EShmU7mnH+xY/MTzbe+mj1Lzoj2vzxPZWg1iFJN6cfjOtsX3gyaHxgkjRULbwHFLNIMLKwtJkBNAKUrpnPJECZM4zmIkGm8x2/5x33WK+liq8CRpxuH0muiluErUXAw+nUq0Q+8AdQzPNaanHl9/Aw1TuwQ6aPT6S5xeR/jocjHZ1Nl055ceaO1W+6dXsAqRxuSqf0WjRhO4txElUD1cZMuWXNpi2l4wcrZ9davlFdocgc/XYGtL04iKDheVT3WyTqbliYHZ7ywALn7aRnOLxbwWC1irfZwnaKKVeirwtYpiktpDwvLPIip90oTzNY2VqQMWL5Hdhn6sHEZciHOTYfOw3mrAiwsYmEpcT4+ptbUQTTrXABDgXTYghgMlRohgEJkXMCaSV7p6UZTKpJtZVFMQ8jqvJrixs7qR3ls388YZVA2qJKbB6MIJIfHH8/VGX7acCbkxgparVYrpaREIF7SlXVjXf9GdpW/F/2CGwhMfEuxM83CnUVdLvUuC5FoOXx48st0djoXMlFyk7+jqRVztIw1zvNM8boP0QeGtrPioCwmsF3bJJImkQyvyQ4fg0bF8TmMcS5L3fVLEVdxroTYgAZDguYGdZfbnPwYdPRoAsGuqqgNZmS8cjWMT4crIQhSqwr12RTBTZQXeq83cIA26OGARzChjvPavGQEqNzj45RLVd8swj4o+SaaVjGiBNAZ3NR31Zzm8LCTLNRy2hIoCIFej2aqtp9l+lza3yuSjvnq73ni812hSmEfPqwzK6zE8FkuVqQLrhMrLMbzeaHIbXlkPxQqiyduME+l0SaiwJQbmqhxXFeTsitTZIEHtdJWTART27JFXKkUhqitEwqJc1tm6ZRQvfhZu2K/a6vtItF9N1TDGwT8dHqpsubf/LN5n6/jHlIiTFT8nK6wHM9jSXGCBg5RFrV4qEStIaLNBU6dED24dRHKJJNewVs5W85JvtZav1sCBdEOvY3nLbtNb48kfXK51gMYNB1GGsxt0BbR3KLOLNX0DX3ZBDsPqUsVsghdyeogHaHLRllI9QlBtQ7K62WlNo9Fy5fKy2sYUq3xmHrE81ZAaS0tTK7QCVq6QivsOri8VN9ZrhMjsbjBeTmZmUdvfluPPCn2I83d/qdJgSdAvjd3kUZGF7wL53yuNBSWHlhEIq4aEePYiaPyJagNwD/I9fb6r1efeS12GbDlDaIEEiFuUqkd2jG/8ujsiNmO2ypAqMhaQ7gf6mrZcvczLP5uqHVFRf2jlPk70zHgpXaR2aGPuI9s1kH2CQkupYIHPCpjAVRhMMJQBQ5NVpTrsyc9lDIBuMWNeKM5WxeqvHn8lLqXLUvl/fSW1mufkwk9/v6f3GIDm4JvAetISERfSE1JwrCprtF7SYm4fNIy9cn1XZ5tNTZxdkn7+RSG0UtyIys1GxRwnHK6TXl0FihVgWAWuoagFget/ULcIp8FqplChcVmNi1p5HrJ6lNX1AFzZgLJuUMoAsnvylvd/L6UB8Nvt6XP5dFVAhBQCowSmgYHBLzRZhrWNk8pIhALEItGSFZXqQJklyquZoqEOgHKw+9ad286vGAs1tDYfLW/R0efy7apCWrTyKanPrYXABupG2maWdJKi+9Mvcg7d+N4/Vsbm9SrgU/oX9wJmV9cwUs/iU1dSlWo5AlQjnNIB8f3VpXvCgO/Cge31/Rr2d6PF4DhvSFk64QxFFhgUwhXZ6DoYBAFMRtIKgQkgNCz4kiBfhJCgSJvKkKAmXwt0D/SqVrKmrs0VAQz9cT379S7h3YtKo1LdoGav5eOGKonQ4V1dZkWoR0gvfHiJASDdYAtU0bn+9n2lerXVkSm1w0tdOr8ii9quqdiSoavZzC2dE4d8PNKnq3OtaYO6WoGroucyiNFuj6zub6ipdg1PZTGLy5Y7KiwaIOXb19+rE7oSWQJz7T9nmNpgqp5EOBNncywqs7W6hTVYs0cX7PltK2UGk3zJzqAMLukVOOIwZtcoqwh1m4AxhmquUO/G6YespuuCuZ+r2pQgBYu7vOy/lsJb+muBEL3N2aNk0Fm6CC+nHE4vZFBU1iI6XpsQhUhhww1Jfp5usyvPjpE7mjTY8obvQoluFUA9H4iCh4XCvXvzJaXxg5GsXIy4lJqNCrnOq6yO4tRa3qWqd3d0zFayvau+iAaiRVjgSjAsYySQh4FUDXzCWrHrCt+HRK2ARQKKSWukPR72JKVJAzQwAC++Ng52t4paZfMtpfYScHyd690CiEtf+tlDX/rLsKj8pfzCHNDHN92pP/1k+u8AwPyX+0lLFwVPGTbwkMiR3Q3OSAGIr6NAgRmNZRUAjxklk1bZOGjwjSRKcsXj09Ueqrdt77vy5xFdgaO0XBNQzejFm/HarTKolxVZNH0TUpPrzN0Af8aEgATXvk+O/GMdeFMJO7jepzuN+gbmYQ3wz3NlfwWqkuA/MHVJbPzS5sAHWSWfU6Tjza31OjiKNNpffn+iySUlUq1xFpQjTkRauJKue3z60yk+n62T/onSVxIw0B4Gcllhg4BEJVbREz8ZiQG3EgBgeufijea/Fz9Z+32zUbqrL3WDCU+/ov4n9fcnZd0VhReNzs6CMnsMRd7gsOeme82u+I56UDYQd5wJ/NpjO3hw7k8bDZNhUlvFuPSLGb5fxZcxVrMocjqVGayykehCwDj+2bkCCDj56PE65dY0dAm0CDSCQUwbPPyDjpYgsAEFsq8+B/1ITufPzisA4o180QzJVXf9lg7H3DWL1FsIrdxUYXxdc9XEoQ93mMY+2bgcje9uEc5P1gx2xcsBNsUBO53Ep1meqFM0bocqTSYhRxYsEjgRJDAkqjJqV2pJO5p86YryiwPSeQLGMgbeuRZlgXMWoK0dyYy1FIVIviyqMxxrAyCDbcjYWiCyIGPYJqY/IAtzmEJVsdFckgRYVbUVUq2Ubv7pkykFasBtRsKNC0EE1xdhAYALUURQT64imjKiVTDx8anwrnZTNsxvFFXXu7QPXGWvAhO/BsTrf0KB7iNz9pkvflY7DvxiERCDgIORc48i4F7AkaD62uc9fwV+ygLv4/Y1BFfXRIfE4mnlyrqcUcP7JfnDnCBYoEEEKKMmt8Kj3WXc1Im1npdmy7S2qbtRqQCtTqq4oZ2fbv52K/rWBJkIJ0lDqWKA2wBsZLlK2lsGnVlB6G5u2KG9I3yfk9jf1Xj0OPnnI9FfZQCj/KkX1o6R9mHDcJ999mxSnQTONDZdq88IcxMqha0JjyZriCIXCQEzBpVHVVQvFrCGfLkRAehmqeMek3GCcQ3fxlsdYzNv6dDoCFM3znNuM5dkdePG4qWAiDywB/rt1OEnATZ8zoTvLEN3ZDX/48jNsUtlYlbUMvTCXLCMlyoK7XSVbrIXVTDbJlEut7teWVlah91ulzYrqmxmBkEIkzNdK2Tn8mlzYeX0dYdsOjysj+vxtNJWBbIhAIBtinKM2KTjV8uQzKS7exvLanH8fODWXbu+vU099o5vpZI3WGgWQz+aizsMUhcLLdPaY9uVhWTmxoxi86bmkB7K8iVxnTPqdWWXHIjVbCbJUBPftprIxUy6CJjb0OkJVt7O62HtmUD5+MOOjy8v9wHb1AgfJmcujVZavg0YHwI+fgx4uHkQuAy/8r9gfUCqPA5d/lQ9mUxDmGbA2LP13jvP5N+xaIRELdln6kUJK4qWVPbKalHo6zEcdaZOJgXfTHXiWtXlcW534qORFHSpOvPq3PHvb6crW6nzI1eo6waad+rUl8oYL1UlxjAoWOpA8lk5F8/z9z+suURm7roV6vKTT19eaNiibNHqLvmMYNcer31h/EIWpUqwTpx/fVpRETMeDBSx7IVlN1JeToIHTE3x/DrNsIOKvusVCaEehhcLl2xXImlAty7TK9ayAgRbUvBYTfYToiEl3lmi3Ch48W/a803fRb6BbSUQ8sC3SovcpK9x+5afnUL1h6ilMVTtcyXnlBq7T0D/XG0/Ct9ckrMtK5RB0z6vhY8eoNYvjP5OvHVnf7aBnhSqQESJl+j1KKggBApB2UwpbzJoMADX4l0oM7suZABoJhdJScgeGXzsSFuQqdZWqP9bWixBkUWOvGV14zgs3RDgTrPmxBAVQTZPZWv8urypIZpVp4pV7sCxbQBKx1flBSpISmm7CZvzU3YH1IFJnEbjMIKLpaq+m6ivQfWHm6qyG1mdnE+y+i4n/WGYPeTAxwCxj7DNVKiHp/RFrMI3JXSnS2syENTYnEuJDSyaN+KrVWaZBcmSrkGjCslpLqgBsxcW0r2qYuswNLfBVSIkyQNNrU4ja2BLRT0qscoEr6Yzi6i+QeaySpBR8Eau6o8LBruF8meg5Wg2b/r8w+gaegTevbG8QLWGOs1U7AKSc9ZinvV/487/UCr/o0NfvNiYb5r/0592q83XNNWzxQZ5EcYU9byiKK+errYcFGs6eZrCuFTV7MWBDPBWTPC6AQsA9daZu27Z0Xz0Id7QiIos+D+6tdHItbFVC5EMUNkhVAZvG/jojSvWpDjpshIsCqyt8ZdDUr/V2NCiYRsNGhupk396/X7SsVKoXmWqK/kf94a2Ry89WCVYTVdEkaO5bA0s0+jotFKFMEJkWkYBmwOLgjF1hikEs2wmVxtum46zJTMixausXAIqXNeSRU1B+9vctaZeedEv3qf5w/kqxJEkECpDyLPme/TuOgH5wjflr4X/O9B3UQQPVz5Ke5unT6jAUm34douHQT4tt0jEah7cqyhey4tfbKlfFMt6TifliTovZyNZvRvcX1JWKy7cqY6BNUGCdG4NnRFymSk/EPNQJxotxFab4pM4UAYBLBPTuFrmRQNWTMFKIDC35CuATQbjdz3K2ki+qoNNgpTJU3Ozhc112pvL0TWMG6zX56KSr6jqaCfOXZ/p39TW4W3e/dTReUwqvvIuzOfkfCarUqPzsgFXO0y8INAFVDbXkBxZg2TYJxKOtWI+R2sU61JyNqgsnUaAB98HT3xRbnm7ufATOZuoPPAzxflDKLTKN7ru5Ltv71fkXo+OypmNVInj1ARUEC09zh5cPV9m7xDKpyrC23NyTZRFBBru1ZY3Up9ck1v6utNlgN7bE7uxQefjopM4dGgvvXx5ocyoBJ6XhGZM0okbYxCThuTeIx25TVmTo/nGH+Ijl9LSFs3L3VgL8xmYcomwVPLl6phyudVQnozbG+0wVDNZnHZjL1zvz1DGraPTn8G8DWLzCpYBr83BcSSj2ltdulGRTDRdXNKnu3SrE2FVwUj/bo5nOxvNH2Y/Kal6eeEOAuETciYrpcXohTJD5hL9kip/rp4763Peop9I89JacX+EUtuFjfvAmRbJtkJD8brCG/5kX0xC7zIsbHY+bn7Jt37UtE2/fmNDz5QqbFKWdwNgpUyrtGCPx8z58/5ktVRTdHepnbxd4KqvMYUZlvhoJFqlKnlOglGJEoEnsZ77v6JceFnhm/d6FfB7F+LjJbZuyIn3O1EQ2XjL1963qdnTOPnmpftu6734fmoBVWy3Se/4pSdvVf3nWXG3CyHkCqiC4SwlWBpr/XvJiTJRrxsGM7N/jmq6DYUPilYeAaJ6VhNH1q+W16wqkwmrLdpTtVwZ5wtjbFIHrAo9JpRUVf1Brv/2vRsLdNnktxcSjWVpLoWtVpKqAF3BAFEE6uvB4aPk6guK+M2yhEPpdLbO4Em7VeyVFafeEOJ1HCUO1QvrjKZWRA11HaowJW0Bkjf1PbbeNxeuGW26iwqwfiZrxnhim8RLikhZ4l8sAyDxJ3Mnx0xq3qNQj5QvyKMubC3G1cyyN1wM14MMg5ApeSUOgDR+oE3O0+rPH2/v37Y73HooHOaiC1kbSiHZ+d56g22obcovPNCu1TU2GAL01sPaHz1/iX3zPdKgJlQ1tsnpBDwmW+vmAY8FrFOZechBT8TOkWgGakDIa+sRd9Ou11XFnwYQNU9U8tVSRkL1QEHIjiJiPmUzaKmMkbCr6HhIKFA8BgiErTyXg1p1ojIbCKYavMq1WLparm1pU1bWrx+4VWl66MBbWEQ6YeXfCeEhwZu8KZqbDjnzWnZlXVZ1z8BTC/e38T/bLi0GxRm1NMvFQblFQ+ZEV5osVqkOTFDE0xM09ZizKUhXNlCTtw4NlBSEwoB71QSfd7rbTs6vMLVybuUsBMIaZ73GCGgV6oKl1+WcDUR4ow4tMpqNJWjY0i6mwmMku7fR+u39Q7IQ561oLhpn4+UJstgKc69FioMKvBvQruRof57q2bUzUl7WG+UqXdM6hx578FuiIL7WZ916KrYEpXnBlI/LnYpa4WY4H5zH8KAlC/oSrMUms1dCACYizpECrZHCVFsGuMIbj3L79C9s/qpN81clyDfy/jL22En2/U4Duzq4vjJC6AM4VXOFzWogKJPSUL2So/OxssxupG7SWJ3ddPmKv7kXc2rkm3PlMgq16AmZpFV0sRpQL7JI51EPOVtKVliTqWmfOJWmJSONjXGlZRgPiTUziOuCIXecWsuD+qNb0qk29POFmiZOKNqwW9Dxc1GjUZXqt0un19F6ezJQq5cE/0y89RtV32yUm09VGjqAYjQXFUGwuMZkJABA2pz3mfqcX1ucOi3njlI3mGhnnhNf912+ZfNdH220p/DzjqnJC/PSeVQJ7AFUZHkXMqaXEqzWpazM/JvUfM+JWa4s2Q2Ktq115BCYCM0tluBbfyWmzpOV6rr6zf7QC3ns9bWyqqreO7TrDF2CtJ33HnNPvD1lNCZqmo/m1yAAkCpy3J/Z1cYcaGNZBXQtKo0zXCpXzbGmxxuJrWgt19zeA8T806WcMOSsb/q3WUM8YxhnxlcS2sHurUc2OxdKcUcs07Nte36gITO29v619W8/4M0ER5obFLoa++4c9UAT+uE5faexkmJr6Rhf16EhFGrVvQNQJGrTVCffz9aUouu4ujxeq34kIfVu+t3ySgarT9UhyUDHIHg+lUGQIOYjYEKzvybG/Il5vsIsAxIgpuOL2lpvJlyhdYIBrOFcuq2bHp8B0hzgwIFWLdxWZ77zR+LP7i9jKMBzYGcy9flU/b/zqjJ6SPRdaD2Mr5EudGwcbLEr7t9mvBzL/nHM//UOJKnq3ya9+7sVFdH5PcGg2qaOrYlWGm3Pyov/JcmKveBCXAuSUUiiZqAxuHHJX1Jv5DkenMhKrjZVqwq6LLm7ZQZGsN9di029+Xi9qev6hFZFZehiilqPrFhNekKZnK10oGw/riAk3hgpwxTurPe8+trn//SsyvKLlyAJQ01b23p67Lb2XLC4CgUb2nMvrF57oJvrj2pHfjtbeshknVZ5vOilIk1UoQwlMxuyU9L8P7lL07h4OwlBgkGdBKJkhsNz4VLV0FvPsxSsqwm0XOQyykAAAjohJusxyavj6+Wm+jnUovsnS04NHbClyTDQLAM/tybfcix4X2Xg6XhRObwifzWpvnUfVU1VCR/oXZpc/HLZubap1+llGqDC3OkCKmTWQfABwqTCWBErQJS+T6tdjAG3HR4cr/JoCxpcCDMXUoq777WqO9pWPtJY6mwomS+pPIRpLq+UgXJDey/6VKfrejtz6Y2pbOn57x8yWHv8V69dKyuDvtUTHm2NgjFGcZMvPuBVzxWRBalq0hv/9NTwc2+HlTwHeuno+iK3/bZ/vPtCeaM4dX49YnHq9pjaWYvVwed52+2Pu2DwQFHnjk+mlv/n37h8ogUF43mgWC1KcBXgiS9t+1qlTaE0P/G3l5fhe2Hy2kpk07+W3voasd9kBpHFq0DjNkFeCVVIQJkXVwVFClAY6xxYZ7NvhC9fWe7+nHFbE2S5beD86PIKIOg6MXyB0zbgk6HQlgZ8YWGl+yvbll+sHLjLKXDy2Q2pPaNxq7msG/cnqTzJwoDlMAAOcTJCU32RrDCba/7SNzSHGwD5VCzyL+uz1K5j3Rok9tl6WK5qLccctORPqlqbTujPXLjUi5vxextHP1jm40UWQnk6DcCAQoTA8N++GPZR5o826EJmaaiFyzSvVZVCnzP4w+M3gott3FsH8suNG7lfHLozeukHuj9RX0WWVA21qRKHZa9dZMfKAK8rdwOaKSaEa2YlUQ03WUBVKj5PC+yPeCSB7+jvP5MO6XZuN83A7f/VnF4sb7yfVOuzoq8kqSsF3MFUA/975+ePYUq+nF2ZCEbXC7SipGBUJYG+UakNNGy6c5u5EALPz5IjzGcrgtAPe4+admdB1UdZP9u29Z6nhq99dpGGrlIMK5Xq4tMXv/nQpjaBreXFUDUhMrl0kq5gMIyqRkLlO46a3zud83bg4SKsU3q7/ntYO+x1RUKR+NjqUg7gZadZAmkmP6ZbnZBtnWoprZFKNGhsScXTHBEHZRQwIVrkG6LNXcURjZAXYiMe44dKrcLOO2EkS5lJU5D+ZJ6tg2RzI6JhxZ3NvZKZIQ6HV//Onr8OoAK470EkPawL/K7gRyCLRpEHcY1oU7sMlAqSluJEm6vxrhbwYroXIHIm34d/WtmPbB80aT3eOaZTUGdLb+R7L4f/t2Fw0GH8QKw+DCrkShZFZA9GlftL1ZEEghDyMM5KZSTLaUIWS5SsHNo09Lsnbw2llaS2lhhfzSMK0a6HQ/liOuvmSJcSHcBJSI3YmRTlUAlal76jBHTY/3Jx09dFwli/1juiiPt0PZ6U+25e0ZEiCr7kFOnLV93D5eRFR6u+4cZUglihp64vEwj6C3PnPUi/405c/lLv9x9/8bnpqklpkKT5NCeIgq5+a7/I5ACdIodwQKyiEOVegyrnqHPh1Zolt2Jt06mD7nxqoPHe/F8/C1X4W1LVroo9hrSXO8EdYlbj3rI07Zja6bo487fl8IVOj/Ewr/uP/r73LYpuQVyfnRAlg6OSjwnUEYXqU0HsMzhvEO4jBxQXq/KJEzvjFB7EhNlz18/PXaKsj8Tn+1s3LdhzM9Us5ZEsrEtcvjmpa2/9fy9+OxQtT5uqyMRlebIMZ4VKNNdCIGwVz1cjTE4n8iUlmwzimkmRB4TqDiWgHGqfXgeqqppGqOWwTCoo3/+tLwKEuZjnw/2gkNCBYREqsJimoiAamJRQ10CrcG2rSxtvMgiTU9Ezb01OxkqSBBH2M1/5oW12+Vu8bK1Nr66VFQc/4M98OAO+BaL/yXPHWntrDu948vKGxxbKVIJcbFQvCx6YeeGxY8G9zTMFTpvJzSQCs4sbPXYgmaxpZODmVMyrRS+X5XarcSKbG/QY46nawP5tnVvV7/8xe+wHdyvPfVQIB0rRvEWEujWmbQylsYF/wxzTqcUUDTgPIVv/7TFj3/4EFz314SV8ZxcUz2YuBISKryKxzBWiu8FL4EWRcpoMyqhIF85HTAhawsiaL1VQoIDA/XZgD/LyR2lbAUEM9UaexhJWH1uYS4QrZGfxq9U9Rwzidn3HvLljIqpLfxqNMaq2pspSPuevgnKMR64fx6XFdney5Eogy54K29MKXclQi1my/QLbqpCxRoy6rfH0swHTZkD6aBY5un/0nfU+X+Ho3X2XT8JQHZ5KMWWElNdKQ4N7jTKNXw6qrOUmtXBhDb9ezBSAtE0CHeWi3y8UM0IBABAMNUHQfu22Lc2WUoyYV3jOBieXLsUE5VJWkSpFeWp6vrtFzzM1QJY8uuL1NZkAWA6CIqy42w4aCqq10Wprj2tqIaFV6fWP9rWL1PovE1drAZMDOzLoWBsPrU9yQ80KXVvVppVXTnNlgCaqhIVejqEoUClCmFPTumjTaquYDPhAMCtwfQ+ECjpH8lmhVBEFoJqpBc3Ylx/UDzeA1bg8V6FTAX+ZsNnGob4vAToN+PQm9eR3fvqwMt88dMV8z0TOjiAGpS0FFceXGAPee0cvxUKBX5zfcrhD3mfDTgc4gWOU0flyY3Lapg+SQbB+BavjC2Rtstx3m0JU7Bu9OEllyqijMIjzLrv6h/XCWwGh1awgntyFY/YlvpWs+Jp0HlarpWPLl1/fMNYTlWI1sR4LRtJONZJO45msrOIv6XElWalZOkjsFkeZVitMW0/c+dD3vjbpmXgdnamhiMP9JaeyqZq/MZ+VID3LNRHc7H/y9qecoRGwsVlLBlIKAt1tNd3bwqKOeNa13bgR+93nzO+OLWyUV3EMRggjXFcXDdEKvSQCAC+z/Fq4Z7BVrkGW4oqLpT9bO5TlTIXqmt6dId1BSNuYiIina8BlwLFZWG2IGGN3Hd+rXE4Fzit8YM7mA6LycjRnb+sUhuqVk765QE1dhQ0oVlI3KwAuwG00W5u69zevb7AKjBjU4Vqdp9rbbfBtELY0vXgZ2HHTe4s5+OYNElxUaOrZBk1MiuRk88un3lTRVEDNu8YWJ/y7UqsLxeRYPJLUQCAm4QcUZpciFyGzc5IyLsK75NyiCgG3NoJCYa1S7rFrInkOyMOQIFV0ZXa9FskUKAZSsEZgvZhTYbJMoDPruMVNJ+v69pgmFnzghVDZ7em5+96e7qIxHzw0tMOurtpK8Y8k4VSAf4CN751+SUCuQkZccSIkvH3ZlFxvHTBx/GR1KaIwassoEOKTWkLNK6vX1uViJF3LRNIa1NFh7XaxyzGwSJEPffeWN/96804tfzlX2QxhhSotgsKNmxM3L0q76i23VWe+daPU2Yi1IkLXscYEC4yfLW0mLYTI0Zhq2zv94B6bdjkQ+I9wjqjpvtqVI0LukzEfWwZrGq6mbnTJpW43MqdrgO2o319dSva0ald8VHYjBcOyGZS7XbaqzYIcchM3bqxfJkSusn4zHkUkuqvLtai4AWPlHTdqqufGPq3S70DQ9mh0KfZCQkbK8CPdqnBKmh0HqtkigI+v1Z0S5Afh7d33nZWkFuxDUulZWYhW4dK3P8ec/+WKrVVfWyYrVKX63kcHn7kzt8n06e8uNenpKbim16sq2bwsSwpfRM4mCzpGkMWpUXI2gm6FhNcJ+goNLJepe+c1bUPadgW0uNJKAJzOY+My1Edg9lPybSVcKYy6TXcliLpt+CZvpjR5u9MyoFdu+Mj5xMbxLvi1SfHQDvfcZ7GFMNWHgNcVGnAlL8OQ0mnHnQF/ydP0o707qrr3/esff/VMDZD2PgPgafziGrHbVd7yBWrsDTqNA3lA5ssyKAJnR0MPPQzzjGw7Jj39f8zV68DIjErT/xsgWZ+++WY6PHPwLs/WV251R8YsY+oKCGiyU6E56oQ1qq6ppRH6nUtyOcPpdq09sasK7ej5RvwHv7j/v9/8cBKutw0/uis2yYz8dcbkVtzyjVtnP1mj3z114DbNVhMwWwrYkCIlKYV8F4HyKuTMsYbsTri6dyLsJ9oXSv1qfrk5ozICaV2WuZau+SBkl6NuAXSxp+HFlVkBzn/z5PHgZ8FzfmTbrsGLa+dHlpKGIo3hhuqUfpxZ7gXbqkhLj8T3iL3uxVO1QFz6cUPJvE+jxn6I6v75wlkalm/7ccPxdluYzhVatOnTuWCuyM0Uer95cOK7S23DjebG7deW5yoUsKlXNwEl+Wyu4RKy8JvE/qH53wHa+xAGQETYSagaZWM4ljQSJFiTbqxvGWrE9FwlhtXXOL/6kZ/85Rc/PPKk3Fw3MbLIziWf3tK8UD0TEOw2IBsCQJWCd2hR4cjQ+9OBkbFZWioAAIACwKHbj/x+8YaFjHE8nynAJT51716ntqUTisgqsI6rQLd/wcvOSM62fXTnTpWIquHorvJKsKv9k/FE9czzJ/TaQpPLt5ENXfGptZb31t92guRnyXA4KwDEaoM5u9SBe060110ESkuZR1uzb19PVVnAIYkLALmPU3+GQT9uM3KA8OEy99/f87xxco3WYbWM0AnaYK2GZWm6bbjoX8qsJUQTjAfShCCXqkhza62rTT/1/oKnrgIOtc2f9/k+i0pd+IFSttE/oXHvyMkNdF7ssWPvD5l+lh5ZqCypaLP+2mo8f6ZkF4vlnRoVHC1vWPIZlVpAWOmO4cdHb1Notw92JOuZAnJ5VU9/863foKYdt9nqavC154NNFlNNrno5vp2rniKBYxjwRp4zw5qzK+X3//OdHZ3mHF/ph1omItTrS+m9ov1qluG8VMf9w8d2PhFIRYEXXvacLMx91bWxfLpT3QdAVeUJhfaO+XWj1va/J1zT+DRZEivBbKfR0obMXl6iSuXNLfa1bMGGwCsAjJwmwd32jp936nkYRX1lpcqSRTfGc5Xf5ZQ1sGZX2g4DxOc6ZIOFdlTC8dahZ0P23KJSz0+myWRKlzOZEcvVR0cUYk95hj61El+CEoJb2SvqAKg3U4kRSCKUcoWE5ZuAQYuLZSNHy0iDkbCpigItpnJCLC+S/EONzd/r66zAQJOqxIa0I7mCoiRMZ9cnJfG/h9rsUkfcU1yKKZJhcbxYnBcCNgA6hvc3GbM1daijrvTHYe3ZqI6pOJVzmcP9+jv15maBSnPVldTcwqpMaAR/DoQJcYLE3HowysgejOCUvHOvpVjXo4s28LCs0EWyaxXCVlIxmXU/yVP00U1wABGki5DBBpVE1dha4XP1+6WB5zZKjUxE9DGCphlg+ZJGV6iIGvIGZTGFNZkraemjvfbo7d1N9h7zapHH6fi18fB5n7B1JxyS0dx1tneLRnp+c6utoykRrgaH0oSGhcZHfvVxZAbBMgyk1nudDWWjRsqzQ3VYaVOX69qiojr73EhRh8OiAHOwUhbKDQbMCWh28LzDXs0ONLx8rpgulrYZvbrKhg5HFCJ3nQc//+PbP/M7UGVNa2S5qua+rgYDz8BS5cylFX8GpLjySpTGhUy8kucBzgN7HpUASjL3gwclYNwDjG5/RoXc89wccKdlkHn02S/W3TrXJ9PrJK5V6KdGi2iWhgB22QfLFaDxls0dgltmiA/+8Q+oQj0MYwMZLueC9e62zkxds9d60oKf7bCZOlv6AeGfb7wTLmVtiDXsm05UKg0qmDCq2JrFpSBwqydVolaisxaiLhn1K0HFnxr3nRGn58I8KkmNyvqBLb4W2wHz3hMdfX1P3P/gSGoSI8w7jxzvsblKc2FraLmYpuIsB8HCcQxtaW/v6q2nBdbY6oUdBr6tvVK3TedRZCE2K6z/9TwSfHW2hVJGL16LkrM1PaM0Am3duzueOWHDYYGtkGwpk4sR5fgqiOvmM9Mw7QHghJA2Xhg/AMJkCf11MVuHoIMQoHWaAItLIkNgM3BzrKSysjMSgG8Aw1sG7Z+vw0qG638eT5kVokHFAwwRLQv+jGh1dfbf0oYrBbsM82jg6hJbD6kqcnR2vkFb+fZQx04EzDnrEhwofBb9pJB7lZ4GMdRj3VEq1TLUstsysPVE78YZH16IJohisJyERaB87kfv99SHp7jZxJqe5HWyyiIV6KUScGOuZmZDZbYL1a2mgRY2NMYidQoikqNb3MbReMnT6l3IR5tVfJ4kbPl2HiBhre/Oj4/P/yWB72yJdqm0hXw+HQpakYZkJQxRqvV0/KSC08q0GwXuaT4GdpOkKF4rllAJiRfz2RIL1dLFqhtQ5fKUGxaaBoeNOHDxZg6JGKHnhMaDJ5pPrEYhKOfIeQ+LV7cx2M/Z4cbNXY/0hqm1jSKjE+bd61fGMnaTyelo3KTkOVfkLOnnhFnljd0Qk8T6Qye2ctur/GWENABN89fyAz3pn8+5GgzKUqFvS93y6QiuyBpbrbiO2QilwAQLCJxOC969s+M2VEnqi6WI4uQSa60u1jSq2bKK0xv36RF1lz1dYPma1IsVdXYix5eXaeVh+fButx4Fzqvsqd9+EXnLMgBMbcEvrznhoiVB1HmqsWxtYjlrZwUGwvUSEQeZ5gqAKKQcJW5uUMzMV1q+3sokhKK5GW5oLmukZDxN6BnzR7UqhPdBdLrLcP5cQULl3gYxXQGYFK/ilcbOZ2ej7lS6RjIFltBULuS9u4BKukhusI5WXF/zbWQ5JShGC4Y6nSrTRFl2AkCo6upV3TvDf/wC03oAangcTwzXbTO5J0E/H5Nytsrw+dXiNi3Imuv4CumGzHYzxHOEXFUYoCl/pCEyB+zcBq2gPUo4gMMUL8tkBQFlFceroBJLgWURuixmg1wFAACZUuSF+jAfYkH4UJ1uGWsCUG5jeS1cZDZ5mi85vHvqjZHLJUGtMALp9ZsUziQKYs1h9nztzj3vvnZ1lSl0G12T5KlNgrVnyxDfREROj4dVOxUeNVegKLJKc7XmBmnk/UIrohoJFJAgZnU6hHYlcTVPD3i7+lyVgmBk5XUa00tqgiX5WiKC9JXq9/uRilnKGCOJcxvz1lbL7btuP3rk3ptvnv7WT5/hKFrigF6pWMIsFSbum5nqGNqWTfoAKS+BSABS2L120lqIrdUYGxnRWewKtypPXS6HTny53XJKW1U3aCuFfCiqdtqkCqFjC9NpukMEk4hOkBSZtcrW/UaJ4iBWl+TqN0h8rSBtI5CuWmufGbz5VJPuN9fxHXd2BJRWN4MO3QIPGPBMLIoxdKGQT0VjWsmynPIX+DprubhR00GIsggp7M2/X5zNktBuR6NUiq6zwBNeKFaJp1AgPJ6GTEAlD6GkzNWA7qe7OSQdpbL138OL5/nK9BJY4gARtLY6TPa6zWZY49JEVqfmc4ixx4yFN5I0y9vMM9E4aFGGfAs0U+Jn52o5zySslQCZ4zhfYsSp02Oodve+rumJc/l0pEuGX93i2n45OejQXXWaz8U6G8GY04gXqMLSSlRfLtd7UeOObnVefMTmv7rKdbjxYNHajnKWFBez2jRAwWFVW8XsoMpQApgmFydtQdpd7cVVhNJ2ev+xafrjldxGobTOiusi3FUOWxjXlTxIAEWWBFSAtd5DjIL8kAq44quaWfp0VG3Bq2yWyRd7NKZ4toxBBnOz3VZnw3zZvjoWoSN57xb94RPblFkg99l5ZdaQ5oYRyvBN7TNEatY0NpLVDcgsyWfjJEBPxBLVZEoaF0woSPKy8rXv0zATrn6cPRcwnr3K64XE5WHH4U65vQ/M5fUWMKNybguKkEOAd6tKAgYGZd9iTmVhHTZdvkod7VYA5Zp6yBpbLAenlvYNCadLSCUlITW+ykfnGEXzTLPoABQxJikjRbQMC3oNR0iyJxWSUQDRcMSNEABwPUCyg1049fdHj/dL4bdH12tCcber8NvLkMsOLGY5AwaNQJjCpXJZeb0R9yY5hV5HVsqFF87lxOCWe/eZdF16kkq218pRfi0CJZeLvE5/okP5weWUkuTdajWsgufH0HXTp1ZlFkQNMsKJXbgFYZnFROv9h+QbuUom7W5n55NMrVL7IJfefiGSqkjralUQFQxY7ctPAu++AWploP1/9l0eWdkdMM02EIpPL7xNe20vWI9/u/0vt54TG3Ahmi8nKRUM3vPEIZbXv/FRdOmDwBddxkF3ZW6dAUAIAJR1csOQUHCa8xrcjOqYBxTliB4LkvwNLiYBtAQCbSaT4d+f/OCVUAPCyb1KBaHN3BC6x66u+m1WDG26RXf5/42gGlQBwfmM8Lz38dZE7kXeoqp3rxfn7trt7aeSsy4dv2poMSUF078a3Lt+QE/ffKm6LlXXvMh2hz6/Uiv66N4OZCyY2K1scRxxijnmyrkFDMeiRcYoAyygaE9TDAYZu82R4tIaVLplSPfa1RSolQ7bB/Y5OooT41sODtxEfvPwf/wwms7mVc5SIGNqIY595Tsn//5XQaBQACAQSO2smgNiwe20P62TpqV6TadF3y1V+HdfvYLg3KrYxE5OYFKspbnRsJDvF/CQoUXKXzZb2jBXo8nJtXcicym4o9GOk/Q1ZPr06bfeebdy59OPv7wPfnIYOJj7rLZtLuPbf5Y82nAvgtfiiUI0UmGDyXJWLtjr2fIHYUxf45zI/FhRtHIz2aonz6NJhQbRkUhxIu//xnADL8hkzoxok/lY3mUDwzwC0rJQFXft7atsQennwqkAs7ZWwNNAX4str7SXQ1WGhXBj03owLAfCDkKDEZX86JWYBldUMzayzofIby8ov4lo5AgRsQxcyMweAJVOxPKpkJMkNlbM3nfojtGxq8H4GsAD95r3NaoWvtHZfvh3h6/Jfel/JbnmhODS9ViV8QgDC47RmwVbjdy+Q39+rWnrVr5wakWpbjCb0zNkbqe7JqWYPgueZ5DhNke+ArZvtqwVpeZnWslXsIVzxdU7otXJZGJFsDgBFZ/VvJ2Wh4HVJYDWA9oXjC2foY7+wcoyykyO5iyIdSQq3OIKfBLSGASnylCjELPOddsXDpZuxnhaFvqGHcsA2NvgMsCub/z4C5tfCVgjJ887+rVV4ORSyG9g9JLBxcoIS8VEsIZETgs5twLBaGgeUICAhe76MXj3Jsc3P9GqZ8GZoiUaU4Ep7oZq5l+Ivtvm2tZjMSYXZdaxkokGIiqGowMC0eFKrGU5ljUw8tChnrt2bsnFoO3cihgp+kn01Mxct9NQyrMIzwer3Dwk/bdGnVZrU4QKFtBwMQbw+EmBUggd99c3yNKqhEY/2EclkH3yPM2Njb7ZtHtHv5DEpbF4cClcxgGiREqXqFo3LSyBssWEprPMtl6AM1jZ/QfivtGAA5A0Qx7ihDZOr8cEjl5XDLGW8axBXE9PFJLVgqvdZKCq8ym4frB1gH9hvJZqEmjZlvUtB0oohhqSaAlq+NyB6TcydVhiv0b597Ufm+3yLcPg7/8AvROEeR5GM9LLAX79N0Dvk03LPxhsiqy2yK2j5xQGlMrGI0Ki2lvxNj8xdPMPL2VX0mC/eZO2OTnNxKmcFVB39no2imEwnJcQVsbwuzZv//oHn+4Gh5qgDUZBGHUaFkd06YUtSMt1ix470NYiRF84ubh7U/OHlm2HNNV5X2l+dRwokg88c2/FqdyUBVXLlXfWR40JrCaEzlfLEM8PYv0Er8dAJakL5cvxR5rsGq1MaHVKClUqmBms8sUnHHbT2DIPPecTyKyKSqrSBc5bJ4VTIN7g4nUmQ55osBoamtzL/unnvntBASCbQKseLDSivAxg5eHe5m3NackVvOEf7sHdzgZ7p6t/Vz1No0qjqd64TQHzvAQ4mi1OrWIuWGyAlbGqWhQ3fqo6KmvMtU2danDWryK39LRTls6DLutaYvbfr1zlboZJUtqS118kUg6g+YRWWsyUvRZ0e3OZSRnCeRx2O0CVvPNQp0FSLqxXOWNu/tLq/Q8O4a4eSXIOPNL7lfO68u9nJNNKt/24TuuDLf6ZhbW5EsUgVWWFywlpJSAq7drQXAihaq3u6lxYrU2laVaiOUYQ+ccG9AjjHXKAJwPJoo3WlalwGgmKklTl9fs8W96+R/Pxx6BNOrNB2wUpOMWzn1SqlMLVbHPhFsDQ1NpRH1vJXh1Pd7YxMor7VqJtDcTq8hrP5p/p3X1fE5iILGTW6F1HmlT7Dgjf+eQzWPtDLscLURgGRBEAAPB+cPDbrarS5uwzq9349m5XXavCk1OHVtbXK7rmrnw0LYfTGg1Rj5XATGIrIpXdTg2iUiUKtVhGZ2cKOahk4jS4XmXQYVpNuMo2H7DffD3E/bIjfbpWWZWiMAmIQehGgFLzdps4e5WHQLn76w7+LbbhiR5PFZ1bz4FtrPbVGu1gxUweIJRkWFAgUo/REwWkL3zh6Ng048LZmkLKleRIOgZ2DrUlF0u/3ffgw4poMbSWhPnsYm6cB1+AFFGC5jHYUxJAhDECwANm0756vaBwnFxs+Vv+kdyxYWinhO77S736RQiy5RDWkB+zb4h+CfDMOrOfqli1noPBPkljqI8F0yCRIcdnIzpAHHSr7t3SB7f3R+LskTbw45Nr7XrBYFAJoYXfTZUtMlNlgTEQMcLQIZ2gtCJkRAuDapYuzQOKKkTVazAIcZTb1UJVoceiRb5gWNb38ulv/r/6K4tlPKvni2G/Xh1YYAIZ0iiKOhc6XsB1OHibh67sMG6oTR8Xjd3UNCvJ63MieGjzoLYzBrdTYwExeROnZNKqHmJjZS00v1pQpYsqrVXk2Q7zz0z92xcKKxV8g7Pz4EyE3VhUN+82SDp3mYLLFACbzuR+iZwy3rGzZhxjS2VtPF2tXgIkBoqp7eiXzFuGemPxdPlvePtXTbPvLePzjM6ltFu9rXFzhZmbu7iYzVdlHta3eJoMNokrxeOURsg5UZPe47TFE4+oxX8uEH+VixqId2OEBBEmBd4AZZpBPsHjE163oORqhGP/HX0j56pV33q5TY1UBMHCa6coNcY9cduhCbJUz2zgp4XJ8uwoRecAhgEAGABUGFQB5Ral50ijPR0MwFUBVxjzVPHIDviJMwowUPjL72uTBFLXqGcqxMhyOZ2VNCVE02dS1TCzu8NldlE13p/NdkrItU9Gfdm4Q4G12NXOJi9gaaHzYCxc6m2VvYPOVpd4Y4HZ3o92tPTzPc1nv/LL7703ZbCAMAjKlKLT2xqMFZFi9bEWb5Rv1gzszJVyla01p0Npz5h2f3Fnm2NgKRi97+sPMpUw5ceIQhXDdf1AkkYV+xrqW/t1I9cqbU410tPsdFq9MJQwOAikfDbJZ15hn4nu7+Qnb+hjZ9+Gbj9w/xtf7Bl9Q733a6Xd9vVVMJLi/CfLOW4+ZMAgnmcL6QLQq05/FlMbQI0WKc+uK3FEC8pRiN1hMWzdUueoSSsJHmRKTCm+UZRhAohWoSwjIndpXY9uaSeF5sbKGh2bu5hXr0iBAgakBANWj6OUrrmzkTXNgXHLRlHW6wKZYjwiN7RLoZkyDAk6JTjU1P6zIWD13RHU0vtIm/v9li71y29RheIy9vnXqn9txDFE0XqIcuzUzp/fYviH8pbGO7aWxaz3anwVp5k2RTVWVJ+bwFodzYN9uRDJG70tsZSNXjOrOI0KQFCVLaFs7VKcupTQbdOhAJjluGlG1WLjZ9WaxBivc+BFUGT964p0hLIzMpnjEpKIYKXmOuN5QfH7ls4Ql3odUh6CyxfDJX1FiUHpJarTw80ss0dMClOTCYMa2trtCKsNxjNGNboupvOBSo4rIytTazaD4fY7OejjmwYVVJMNi5DmrEwDgmyUdelCKgyQAAfvNm/dgrqq6sqzWtP7uSUWeA8Y75DUAPt4NkuITZ9dMMlqv10BYWXxooAqItKTDu9NiBwrlrdbJ07n1ACbT5S79fAtrQ2Woaa8xsxWil4rmIxlyXTKpMMTCbQm45/vUk8EkPNA9Q6V+T8fvo/Wxa8urb2ZDd4o5DhJfsDe8urjOoAF5Wzopen8z4LbCijbWcl93O6oxRNnyMolpFyfSOtpTTlDwblqDddRbDEEAQcsULhmajsi/bspn5exTkwMBXmyyjqb1S2DjdeS0vDaRUvH9uuHf2ZauJR65dq0WsARetgraPHua4m8BOCAx5dW5LyK4ekxSWQucnwc8nboUySUzsLWjZrJiDCxHSisrGdWC2LXZs8CU3MgRu0jLv0fo8mqyb7HBC4asy/483uE2H/N6UqU0LZZ888Z4feGzFVS++M90oXxFouoG9h++sPFdSnaUO/od6NSXqcpInC2ZCfAUqfmLiLWHzRiNbmCikUJTEFG0C4E4XLSrGtvaWcNLgbkrp0M1LsM6W6d702fXBCsUtbz4J3GY92X/7KORFf83fqapkrkTSo4GhcBAQAEAGI5SQGiuMMZx7kFAS6J+T0yuccF3N/uAf/AbkSRX70G9AxBQigXqIBOB9FgdC610UmRv/2Lw9WkvFJOK/LS1q0Dr719deeRHsyg0J3GdDZA4OR1X0ZJ05tMsRyounklmFFaDv58M7UcEeXo0gVF310HhTenrDKYLUkGlp33B506w5bNHaMpjard1rQXbXc1+afX7CvYLbfXFeudZYHpqLP86pHbfvn1/0dWsh2oOgaGQwxymxlnWPFmXN6+udmh0V6ikMmltaYkJbQ23WVD2hYyzyZnzfy6ALQ26xdxbKq9+qe/LL32nvCg31+e67peTcqnrmph6qykVOspaXk2LTQRxJUsopB0LFpdj8iQRDi1zTjsVGhMgLYfd507udq7vXhxLOG2AhQI+uKyQqPt+ZF2skcDJsZv3e05FatwUll3HFdYKPJlxsbDxmPaucvqPWhp7ky1vBM1nuid/lueSgeNzXWB0XmU4BGtSumk6VIYQeshD6EC4svr8uQ4OzCMXb0srKpe1VR19yhqTcY4u7nyPOL0H9uW5R3C/33U+QWef6pz4+dz8FwZEgB6qCP2ybTa5dj5X1sXnphCbLzy9v7I784SKO3aWS/rzT57S6hDfuxI/WcfR/yp1GOP2/7fi+OCvVFJUIvTUAcU4+FlJsoXSzDhGU7llw0mvueJFgnFsfcC2faEAVAEV9GUItYOuRkyRvBgYkW2qdAObxttQZACstup/OR0WIUWyymxSpZANYqXSuCzB9tcmw/osXTX1HlfBFikxGRN7mXVdF4XQhpuYPlT9LQoSw2Q99+Q2zv7qMTthvfGqPeuvI/xO4gvPJR98DsYkvIMgdaqeuVlmlaLHYhWyWiRNTZ/ija027OhotUgzc8UbEbowIEukETa9h+p+qMKHB4Ei1fGU10uIBL0J2OgTqM0D9sXRxfzrPTlR2+D24ZErgyWAtWm8E1Cd/Gx5b+2Nbl1VQ2KkXMbTDC2xMDP2Z5QUR/9QYwBRnz+YdvPBb5+oopISDZaJUqGKQqAnNlDg8ARP3Q2L7V+Dfi1GUjMKzaJdWZTeul6MXcdUEKaHS8egsy91/8sIdc+BRtbjJsVG8t+wOcvtjZop4OgAtnR0abS3hNPjGRD44BjlyQQIF3ZqHzKFmgNoNEYlcOt2XsL0KEf0o8/KF0SvZ5UVJNgLSNAIgYZUqroz/dpMU3q2Zs5p9FVA+PznBrBwKW44fefa/ntjc193muUwL1/aSRaUcLAN7a35ZeLl5CaoQh0WxAVJDcIDABYOlqgBa766TSb53SgjLSCSUip4JxGeWu3obWlStoTqXh+Y07QuNxCIRVd0rcOLk8EQCxpIM3KfPbW/Yc7PKiQyLzozzYlk46aCoX1v+QmAQDUEk0P9NdRTVZgPZMMjV/NU4Is3WoHf3rc3neiXe7OTGWW//AyDK8Kq0lA146saxX7JGi5jKpm6foug3zcXrgsHtz5AAAlL745PpkPdSv1xTqN6mZG0GNmB8nopX3drq1Gz/nRGVijsjaYhZp01wNfwIHJP/393MWRXCkq2CTFRFlqUSrbjJzO3Oroa2aa6hSAwmxvcBtsikM9pexKNVyo325ZmLv55ysX05+GiCuLGAoc8na0dav5AhVcZ0NEsxIHGrZa9mzHbK1bNHUt/BvXh6Hwnc99fDKYAwHw46dVyv3kvksA+E/vJS4c+c37F4xL5c+y2aIIqNdSUaikTGFLRVgJ1Ri0CaoikkRCUs1sfKDPPhNU/+bn/S8/O6GHU3P+OJ+sGrXylSgYg2EexTzfdkK2NPkraqBVSj4Hb9IJ/g3lyocirhcaV+DACppZFLYMeMy7+/0rjLkMFafHgjxb19i0OjtHgDKjsezu8CIKbvzy2j+G9u8aWvnk4+haQTiEay4wFYgBPwOgTkBntQI4ZKh7ou6592W2w7Lz213MS9cur0fZnnZEZHPpvB1HNMX69jtbxYky0YCzwbHYcnHb0H4NIyhXr20QSVVzc7sIJbIJ48FDn2QqtYXKwA/b3vjxDZOV6SGWl8dBXsITaiuegVxyecc/dt+IJKn/ipju2NJUKYxORnE7I5QYKcB7LUStkAkXxPuNytWy9J/fOj59Pd9j0dXbpQtjSaBW9itzXJkNFJlpRkIFHAn7ox/Hxr97vCMOdUnKpEWitVY5EuD8AFsSEmo8ZdPDqbJcBIqritFMrJuezhANroPjXYvkVPnNqWPfSQZwwXRDNbdKizYPA+tXlzL0NG7AUdcWeuxU2KAHChtkxzHXdo27qulsa6W3mcQLlyPH99o/+cTnMUM0LcQLgkBXC60mfQlt2zn8+lT+RqyiMMeamwyMyu1NznWTCwNW2C+X4xuYDJlYianimJeJZMvvn5RTF2X5d0OYlI/ZFvGihqmlQb0MuJTiqTL6c6BtZ27NtQxdlySxDLAwYLUIQyHf/JKY5QDdPoPFWreQAeviqaaB2vxQn2axuhzI6bOwRgUURpcxs7fGZC4mpCGYqjuyFT21PZP/q3/DL+GiTNM6XNWGMkwZ7JsR74HL0Muy7w6Aw4IwKnk3q/PbdU9+kHg+5YEUEDxarjAGaRCNPBWvO2bMZkkzLvUF4/O6iqNMZxj0sK05WPQdZqnPrvlqIEHoQLNUY2sKo0LmFcSgG1Xks9tsjnqX+QehpTRAu2TA1eHRbt9edRojQTowd4PVQ6Ddo+egQN7oGOyOzS6YcaVIEka7Xj7QmjEw4YsxrUp5oFjJ6+B1i+Zofvksr7uuVk4yXCaZZlGeqZYnCzImy09btUe2woJSnTibws+FsSZ5s0leswMIo3PY1avn4mEDod6mtg5qkhm9t7PLPL4h6dHVapLpxtk1SDLSaDqjbEAaOmE9hOvNusC1YLqwEe2G9oqQy6JpG2bnl1LFgqYJqXttKWRUKbMCeNCo4A0OoFzF7LZCBVHGmapFEavJBXdt+rm3Tv3it9sfPXzY/fBR+86lmUBFn/0Yhnd1dSdjYOjcmsJl9PTU9Q3X7THK8yn0wqK1ZWmx0FTc3cZOfMjeDZBb3NbD+mp4hJ5XQs6MVeQ2guozH5sLwGIIk31aJZZeT0lYDV8GlE1mNBRrUkIGtyWXqxldmmd2Ds/NZw72qj949TKZS0ytpOogYboo61x6BmUJQqnEKQmKgXPWTFJdYjBxMnzhANCXZNQNoHZVpCBRMPDD99bnMvrE6wmzXib1VK5ZbSpAy/MrCCIxmK6rv6nRIE+en69zYD+eGv0u33KrMWWlgSBZ/VgEjoK2DFD52q59sinz0um5lnT//i7HTHFcfaO8Aa0LDiXz8nXjrtbWqqy9sx+9kpFDYZ2Xu/4G5xxkNwgi/u6Fz3e2KusMkC9gO4Cc/EhkLXXSB+PKITPF+q/MGpFMOUiTorG3kggWW/X1P3og9HxMXpieKZa5yQLXqCM/mN7Yqy5mIiaZoAsUQxCWiLQqi3YlOtDSYY/nHTjuqFa9deDZk+tpgJVZisiwUk0SJFklg+02FWJ70NhCYcspqOXEA6txv/6zsfFMrQRFIZSRIXpDYM0U9HvFLTYHkLaxYCo2kdVLYnAbpTVLB0epDxPjfGQXGOpn3V0t6ed5dD5es1scmIQs5PweQF8viut0U6Nyz75d6Ey+5ys7bW98tLoSYjzQ0vXZgsy3cOT/nk9vN8PLGDRIx0mFUgHouwtCZGI6uyUxJ+taolzfp0ubIvKv5e6VXIs3dE0AtB41SKGCaGUzYgLKAiKOzUsV813qy59QHKhrbmCxPDpnNHExv9HFXo4Dd5nwRAo792ua+c/76y6vnlLGo+tZ2QZUTpdiONvjskw3i8POPX2jQTpVTIUFDnHkk+UuW1tNmEIluL39seFkfOStG2DcltqxvVnnprJhmM+3ISCC5CaFphBsS1FTP51WJFlZVvNLIoBe5bWxzLunZP+fW9uCVGkxw223IQ9NtdzRVR6N6Nyc6wv2xf+3aHm6jZ1km4IbSSKphqVzPHZ/m0fOJoI8DSgVTEFt0CMHNdL5WKUOR3sBCGWqL7SZXymgZCXPNg6tUYalK5kczfImr1dTgjmwYlXtqNNOLdGYwYIq1ExaEOFy5fxGRe/Z1Gv/eHzC7WmeXwts80TfB9i0ivYxqi6dSqqW1pYLtXyyX6W5RY02meEWjcGlxEoEPXIBWLoGBikwqAHu/oYJ3bOJq3wCQd5qslw4U4pbeMQ2RS5GWI623dfnGc2mPabQRrQLoesb68srBQACGhvoG/ny3mNd/c6Nc/NcV2Zj8m/JQaeq5alDxRuFbYG5i+fKThXU36m8tBJs7+wJpGS7Lb20VFG6U4kyqc3iyKY+w/FDfIYvTfx/guACUJK7MBj4f3xm3f3t7nPXe+cuudzFXQhJ8GBFirSlQPmAluIFgiQECPFcXM7d77nrvnV3nx2f7/db83dQ1kdG3nj6vL0Z960t7SKdFaN211P7Upej4VvzJ8xWGlE4R1Q2UIGrYmkp5eyv3RqTLuUrpzPoVlR03Y4F5iq/BLAe+eGu6PDVyws1qLJUcJFR0dwmWwwiBEAGQp1e0j+Z+8beQR8OPTUg/eh4Wc8Ff3Ru+WEViJdxfbchyUpqSK2Q07lSpfWgQaca4U3/mh3aghjX41/6kmYmLLZCTiGvbgWpSSWWoZlcUoEW9j198PJYOnpiXdtjyUWzdq2QKcOHtrTZPXh2Kafp7dano+dh7j99gZcQvB+SZkgwgokFHLczMDNscXZubp3yy5LgIRZzfGTq2DzNMqpmD7V9wKZTtW8amnl9ZevXvRvHwn7tNXlItzwn6uWGLxk/NpS+/W5T/vcCebPKSwQCNCkxJ6aqyolEjzJF5/zlAJk9urM60CyJ48rBy4Y+LDOtWPifQocKogvBqkWqLal1lCRznJQUhl1cQgb3Oojb2tRwXbl3vyN4a0UWYienmMUM145LokKy0uIfJFAWwXY92L8LR4+/FI9h+ZgCg27ftbGvF1skV8TVaJHOCQUergFZ+IzSM7w7G4GtCkgLuTSpDfmj5YzT3KsSShWmuP466Njh0l8tzJ9NNm1Sh6OiajaXowpNXrk+W+dr0KN3qpsO72qfZ/vvHBz/0w2sXs/Hau3W1AvnAneM2D+8lbM2IxCuKs6WakZdXoyZCiGI4a/Pl31vJCAL+NouuU0nV06DIVCY1Cwd1wFjba2AqTiVaVCRe5ghvnhgANh4pTsT+e7ab1JyFjEs0lWunP18w/ODB4zLjwk//yr4R0GPbH6osnZ8rwKQufzZ1eJmqzx3A2zRtRm/c8i/uNY9QBVfXQ3MCfwT242fUgrf/xPD+0vtcvZWtOWez7QzdHSgwpW3dw5ItRvvbFTMLtB6gNjurWfc3UW6MtTQrB4tbb3ngEX03cSy+S67qdqb79+CvFUmP3ktffEPvsKnDOKxoLtTx6piWWW0b1kLUKXeqx24Fb+4Vu9rUShJdfB66THZ/mhR/jvPL8vYDg4bsDeanK7cYmivt4l1YHdfXjFg0LBC8XaZuHfPULqiHJuKQ80GWudC9YTVgpdycBsQfCQDXCqcdwQ/utbe35xbXiNVriupDATqX+3zXLiZaSfFYKRkQwgjL2fF8nQui+gRsSAdIhXDGnagSXN0GzEjdQZuxtxbSjt/xGy6CP77FWl8FoS/VSTApVC9MfJAPiTUPNsHHrzDVe0mLZ84MP+rmahcErWIdVwQWS7ZYgy9E2kbxUQFFGD0I3faZq9vxKKIzsIotwRdX96feXY9/Ps6XCN60lraVEsW6LEVIiMwsIaPzU7AXaPhVBhbwNxbYHT3p9G8ym5vpcwcHsfQTkqMxixiLuEnHnRsafY6alr/q7+4uvvJQWUTjM4Lu3ZoeTwfXEngI32KS2vvL2S2DzR9uYg15WCFvHpuWb7fxxsB8pPh9O9+fl7fAhXoZEeFJtx4MccZFSAnFQ+2UHvvve1WKdTf17x6duLU38Pza1l/kfbygKRggForWqgBZxZXGzIL//zhjlOfv/tccgf/Q5uKmaOMJ7h2ymXdTy7M5Oh6oMoZBtEmu2HtWkklQe///kRrt9V60MXS+WlJyrHw8B12uCqsTUY2N6ugFRbBYWd323bv1tu/bon8+lplMX/wntvXY3OpfAAUEiUf5B7UzjJLqUyeA6VVoW/Tk32Zc8jgv5rEF+ZqVI1KJWaPZcLloGbZoYWT9Uw+RkswhTc/o1hqFAxmuZBIK7WW7Hpgkwu6VqNqdXRTBu7HVWq++vBt+nPX5uIXQw/9W+TckrYgNbHx2Mj2+okIiXY1VY+v9VqV/jQrQWCElVFU98ffjL70TkFLW5vq4T9Esv0iDxUrHgxwHAjWwPsy+Fan8dCnO7jSMufA0Ts+ZZgtORIryOV0aO5iep9a3bHJS2ClQlKJpaMWssu+a3BeGc1n8qa0WIVLRgmyVGI5Mh/W0HVGUkxing1pXaKUXu3qRzlrK5Qr8oosm04BDak0b9E7Dc4Qau62ZcYivmtnZ/WDeh4WPWk2I1CJWv5Wkd3ZalhKyw2ls+SjeDiJqpiVihhTyl++nUjd1oIU1k69J6D6FodQruIbs7n6Uc/2IxnOK8uWjiEtm5PHg2ljl3ClrS3nW74P/QO0+bvHx3/6xUP//gPu288tvdylKR3fWUztAlta3RcvP/jxsfgRyXkAw95DDvFigIm99p9/MYz0dID+8D63Yd8Sduw09jGe6msiIRs3udjTtrcP39TajZc2tCRamfAHtdZNHlXQQuSvrPjXYNgeXruOjnU5BnaU/+Xlj+N1Yzv0nx+G6+nbLsrGnPDzrZ0/n9EYv+auXC3hyyXlJxyhXy2aNmPwoDpwduyul++c/ffQ8BaLkbPkLvn7lEpNPRPENQYgtZdVbqmB0Xw0WjY5JJWpTqapq3t6fhtK/TMnD6jbfQlirBzEHa1iTi8jLa27LcZ2Rl8UtOmUPVGWlObp1cXBx3cH35l1uI3ZtYperb0cKJxbKyhVyBZINwMaYoMFwJzD6f7+XjJdOtwsWXTAi4AGZVjPlAeapjeM8sLLZfO7snQb2DyMkhYLr5U2Snx4QuaTZWUBmZgbB+WcPCKW3mCFYGb7HY8wiup1V8Ua49FMhjRA3h6r/2Ys5qDyJwq8S/n5b0DJGRJbtL987OQRB2F7ZI/O0AuM5N//EHcqYBFHunS68GoFEZV8qkoHanpvx8Ji8OrxbzQf2Zv3zVr7huDtbYW5MgRjJMAfHm2GYL6gyK3zbOfX+mrldOFqvr958MJsQC9VR5s1C5OTjgS7Z7PjxXMb/y/nHIDUnGCfuJgRYfFoq24lLNiHjYvBDafMK+FCrxWvxNkd+4Y8nfqFi/H2UpZ1LL81ucHnMj8NSB2IUBCJLR2tUwzLokImk+QbwNlldHpt0zt1M5yezwp6bvEJaW6ysGh5uoN9xzFStw6130DA8q2qFIiV2t0GlpY4DK/W5Xi6RCdpuwn0jTrYlKKWxQYPOlduJOpa2pSv5/2BkT2DMLQ56xQIav2u//3UK1/58z69Pp5vZKbPiAYptZxO0qj6kR3gIzpbwF1ivvIhFDy/pG1E6vpA+gRqb/FCYnbal+zpQgxHHff96K71v89ClZRah24UG4wkg1wNxSlHbcaPCoXdxha7mf+42r4leGuNBkX4w7ck116XMZOz6Qs3dahhWM5fbtgUVEbmLQDa2tS68zCxGahvfgyrxlNAy5zwlzimmFbx1QqUEuQMgHtU6HP3ehqbet7GFC0H7OV4CGV79yE3ZOMeafq1m1aErN+5t1kSpkwKOFMglcOKFkvdozOUsqG5ytVCUCsptV5FGo+V4iIA8Ajk+NEex6Wl+I2bPKZMaVtA5nXGPqxIr2CiDLU5mwYe9bQsYbrzZaK7fPOS3LXNKibz2VLuRJjtUGvnQwJDGTKu20pathbPe3Hl+/UcAUNZwJ+4hzY/LX5RvRMXd4DDS5kCnvJPOqqNv5qsT/XppRtzIomXVt2Zkj0y6MiELuj0lv7aTvjc4heb+u6+0+ptvPfGC5kLnwQ5DwbqQVSVa7uOPXveZ1mSYhqoZhI8pFyBwHss41IRXUes2dcWZdZbL2jt/eSG7BcuhAwMA1l1Lf1H3JYMAAjr0kROh/aoApd0g+ytjZJb7QVERC7ajPzA7VKz4+d/jewHHIAW3pWuvsy2ILIZVaSBZoNUzhTqtax7rhp9yu6/5jc3Kbb2Hrx89Zr+UwP8n/w+A6TKZUPTSQUlCSXJoDSr7ZImD22HJaaq1dKSocm6Xqn+80bDrTY2J7BdrVuezW7gHvf0op/0jNbCerzFCkxNK5ZWyM7fbQWMlZM6wvz0jKevOb+xvK/NE+Rkh76uVYkIbG7xkP6VWR8FiyhVouX+fdua/MG7N++MLa4cMjXOzzZMvdoWxn/mcoTfBao4KhrFL66C3dfBniGxbuJwNaptFXY44M5HuhbfDNQyOmgEYFuVbX5lnG1BJKOGCtrqAsSqy1m6AAk9sVoyJe26Xz1HZ+yk+M6LlXReah0pe9uUmf3Ng4nJ8ROZni73Zq3mZrjYQoh2VJrLFNrt1kzKTxm1OaoChSMQqVx+/wO4yYojgEkFAoVCJRcvcLmBz97z3vcn9h1uXlzJej9csbstGFCvb+TtmrLCCWan1lv3GlfWyPkTvu0d9B598c/zYJFr2BFJvRULEEIhWwssl++D+Qe6NbeS3K7uJtktqQhdR0mOo9nJQK5aSF9egtpEapll9u50n5vNIb1YPFFk0uUiD7YO6z3fu/P9j0I9meWtUepU/vgBfjIB9S+4zQQMYb8PrO3pgusWY4dDKgTbLGFfqYQJwMxqMnDeSqGYhkV2OHVZeb4ufnqwvrYWd7fUeaUiXISBrEqpd9Z96aSc1TdpT795Y7Fe9bZC77x8Y88BfDHCVeqWboMrIyta7y1UVy7bOWRxvNLmLdezcKHSREMVPpaERfqpH7oXRae52Yz+YWHjfNq0XSHM4kG84epMZTLlZI9ivVEWWSnDzwXR/ArD0SfCZRpRUEiLS7M6ZJNj6V4MOVkEuiSvgOMlnlcm4H+722PGHYGIsk8bvxqba+Ezc3GGLDNKpcjkBQpWR8XqJqPre/frTwnQlfhktUOa9uNp7xa0yAqazpbq/KIs5KTDvb758Q26Uo4Dm1PR4kWihejf/3ptQTXqYe+YFo8X4fXmVPn+ZuLasnY78PxVabs13Rst00fb3vkogmFXY+oH8cpHspABu442792qafxjoe2z28eh6j8uC91IRkFSz44nBwBCwyZsxDkVqOz82mbohlRTaBI4ffzpT8/PblJMvJprzuLzAHzK8tUvPBvyZwbVL6jaTla7Pfjb5UdFcPNEor+7I5AW/fm6S2tenkh1C3ll554oNZgtb11HFdDH1S/foWnuioo6mPpddsQD9gWhroLq4jQy5TQRgKr7c8zDWPXVyv3Nbl9fa/a9atVINJqXoFqJspaE1RpP6VRdej3VY5HrXf3m9X+sHlsYu22fW9f2QP6501q4ZpQ7EF1moVhXceh25ujfLnSBLwOQB/LQYcjdhXaOnRa870dI+G1c1Y+1ZenoILC+sRohMM2ntmT0FVNJ1XY9Hg5XNnW0bqwUOK5QZ9lvOxXuOpdPEFW++aPMxiMoPdJv1+lKA1H+iS2qV1aT/1Wyty/TWiW4sr4IrC4dC7k7ScYOl9Ugv2ISGlC1E+x2EjcJg94pKq8FwplMUQFR6XxZC/rthG+MGR3Qry649D0Dzni0818P87fo/UdVpY3QSEfx+K3Sg8ONK8mYKNdxlfzdW+KwKNi2qXdwNFYXdVqY2mBOXoVYrq5EYW2/gq/oAV6uheM2Urux4eE4rniuqmqWCQjQ9XKBR0WlYDPzrf2K0zNVOgevRwXejt3/ddauJm+8LAferJwrcJ/8Yj8sa44+4nr3F3lbJjtdAFodQcHVHOpq6jCWJ2sThbCEYCQp8HnCbkiAaDkENa7cHJPtyjd/csxwb+/aMCNM1ho5LN9LVYhqn7EWXw8XxutfajHNvBqyIaU4Qr01h7JCcZNJuR8zFRri38crAIWe9hAtAwZzvbH1aBsek0cNjUo6fyPMJRrRLC1cnEDNeTFJw529PFiUKzqORnBTuVCJFzUysefhu+uZobaQ0bR069hruf/9l/FTC9T7wOCRR+HB9xvHCmiNvYbph8/uv/WX2TYdYxkFvtOILCiC5pphnW/aKa1m0OD5hF5NbDLif13XyTTV5rHmj83lYUyFNfi1uStBU7PElBLsfPJcVoPGx7N+IUMZ9tO+9ce/13H8esJ+cVKnwRYX2bpNLqWFsV57bboCj26xavOPt7H4UfOL25r7nz7Z/2DxubfKplGIW+SqWaGTUNJWMVuVSgoJD4t1GKjkFSEncTzg16pJhszyZKBHrWFXVWbuRAaVFkASQkGhMfKEQ3dJtJQN06UEL6qXY8x8JuFuM2am00YJgkhLrWFmOOI6WPhvE38+aj63pbGIrhTPscM7IEpjReeYkE3oUKpaO+93N8YTKr3Xl9nQ6VvNFoeEa3H/LQGCZuTVBYiOG5Mip2JRyJMRzxOoU7fMERTOJMwTMXYxS+koRZOQfAlwNWnXg7vdOnoAUJF7Nn/wh8mJDuUetLCQMv1jbHmkqyUCdBUeqbtbvEuT6CKTFvyVqKx3mafvf1j84sPNV7+M/nOovLQFWf/x0BWs725zIu+Qso4bAveJESgPcDMtb8QTRaiIatGP6HqnqIpJD7TeGMtD4YxexZXYW1psT1wdSADxz+qtGjeY2SiXmIlIY8KgMup41SLHObgTHxFf3d4ho5rcfK4Vz+l6TcdmZ412x41/xEe3bBq81xUNJJqV4t5R8vjzsxVdy4FH6NzC2OkzGren6hKs6fDcOEOgArtV4dZ/qDx4/5UTi/dQH2APO25efCodqAiqu1XYzjhC2JnLuunrPuqxZg6voHxdeSa5ngx1uaxToiLehPbzogURXQMtyzcWAV1HVXx3J1qdy34dUXQYlQshBqZkp8ZVTpYf3KkYWc18LZGFamKXRqsfaW6kC8RAV6wEYbDsCa45kSHnQbjHA1mq1kiiryikN/RGVVggzIzLYo9loYeH0jTVsnc3f+CgZ/xU8mDJN5Mv2+jCidUooSfJQlmMgtBc5ayBfNxNKSZr7m1IroTv71dGYVAhOJOescFslgV6CXgn02sbqUxCbBmH3d3UZasZiQQ7DZEmKx8ykEybjsoU0Qrx5vmGXa8cgHliJ+Fb4j1W7uwvEQimnZs7hjQi85TrYrQQXSR3d3S7NPOyCuTrgKPhqap8qEdDZOuoS+dBDLGaCCDo6MjmxHKEg8z1TCnliw0P6rKIHC3mqN8FOILq3k4Fo3EgZyeilk5BtcnR8+pyxqrXj4kNG2sXqXgGpY3qWIcKY+caS08pYrO8sVulaWlMnTfGwyVrNvXhucpwE/7iWO6hbv5WCOQl1GbASFgR0cC9Rsv8SlbBix+FUKvk3v1Td3hbU/SxE5pI8QDiE+8Bv7+zLH/RgHdFAPin/XTDJwlrDFC+1HMjeOv+U7HEp6wLvGd7N50U4+0FfpIF3ASuYKVhj8DZOQm1tte1TiDWLgXiBkuykVHW6xNwMrkYUFus4dUNQ6+lsprHpfSjO0eUgekFkStPTqjHuJwsXouIrJYQRCMx2FFf4217zQfVlfIIJ/eCpUk/d3W2fFfj+fOiZxhmsoScKd/ok0eDtWpFhUiiMFNEVBBdka1paZzABJhPmVRcogrBogQJFV9d5kWlHSnM0yRh6G519iwUPn23MDfPBcvloTYufyvT0qYNrssUbC4h8lIFV3LlqIH4NxTu6uXXtA2HOVEKqHR5NnpSNppWUCjGcqp884jLGMYaI+a55aQMtevVWkhoyTILADPaelUgntjaZpxcHzTvbbJW88Hx9QZiK5T8c8hiM1pqlbBjEDRalm+lZZ6DOob6Htik3p3g/2+Md7pCxQH0yy39f/vFGcRZHm3BvE5HaS24ZzPFTs3VWg3BWNpvLvGFcptKSL5Eg28pqEuKSurrNfmomVJT1eXU2PVqfrxsVR7Y356mheD6BmbClCpTlcNWltfVsu0SQJ0gA7GhmiZUKuqXGSGnY9+vFyCFdWvYallUppZhvwdS85LeUi2GAIzp5j+yGiTL6q6d+YxPp0Owg7sqr58+gtsmlpjbHzx8+Mldr/2/kwSLtLcqz11vML2km09dO3GBoXpbenL02tqKylgXXPXqrAuzaAmp1Oe7ctdJ8PebFWCJZaZS12vaba7DpSX1aW5KB/y1BnK/BX1p0lmRhb0DyaKUTSNdFllbqG0bbhmfDuok8v3LGzswZFQCQlf7GwnWBHMGBbkBq/sVUJivvs0Vchw1OG0wiSvrAuhS6jCr203pszZpefZ6Vt9OilUUaSIsPbUUeQsXPbKsRaWQFaUytEWHC4ouTCpWdap+D/bOu5kDB/TTC/Xt3aqJcyEB5875K0wiM5VToCz57ULdgcl8voHvcranEWezIt+wGbpsk2dWAKURSxGDUjZR6AIHClQp3uBhLaAOYvmdAqrBGW8Tii6vqTHcTEjxKiJryoK02wwxkJhDariM5dI4WlGJUnlgQB2rJhm3Lf7aqs7aO7TL4PcrHtg38MqVGQWH8oh8l4UU5ApZUc5HiwOdSnVG0aog0gsLJl0NF/wnVxImAq6DtkQuhqTl1j4rFMzOJo3lYnVbq+Umy3GS6bVzYa8bIvFqbYnH+2sdRtEVRj065FMDwmkf1HaE0kHCO5HK5z6F/v53YcygmL5YPoODbaIgM1DDScwsCru7cd8arO5R5xaTkFBbLfNtvdYsvtNTB/BOCySOE22+lonKZ78MZv4PvCW3Uan6n78j3EPV4bfEr63qXjWpqqs1y98Sr5yXvNvp5i0KYizN7gEhAOnVuJEVCRyBXCAVlqemEl1NUEYHoQ7zSANLLmSKkozWy5iQjYeVi/mEkmVjwZyzKV+F9NNFYFVxZxY5okJuYNp7f3nn/GvoYpFX7ukZnXyJuK2mu7BkhM0f3iyxGNVIMw1zRZ/AjIw4lYPUDKfiQCkqE15R1hANTmwIiFwVM+uqpmCjoIRQKFeWeERCJNYm5tfQnEArIDWpEYvFb9/b5PLHz6+aAFp7qFO8mi6mDCRaMs5Wi5imqre4P4dBVdx0KV3qdW9m9vvj9PRxP4PGEGcK1iJSdp6Hq2NMKJpZCaYrDXPbzlYeVdq3HizqvYlYZr1s8Hp7rOQgxtu+2skMlDQPHk9+QVkvNygMc6tRk0QLf6pEdzC5vcBwLl5kc/KQrf2pA9ZmVeHlZNJBpECu6NVjn//1+5276uUay0n69y/PKb3a82LTBUJlhXL+VKAYyJYzuem2uOZwDvyXdPuJ6IXAUULoIaSbBvF5f+iDNAuoSn+dt/4jS1WGhwiPnenotDdv3bNne81jktu1eHPgGO67KFSLfCKC3ApX50L54ifGqPYrxfD7MwqNMGJCUqtS9hhZnScXJA3UOaIc2csizmvnxebH9+fEtrNpjd19cNuoZ/zElT8//KfO5sauXtKokRqBRe/qjX+eel9UdtgxdmUjaqp5ovGsKE/rtxklgVEgRPN91cbWt/hfvA5D/3lB/YH0S4dlr/WpBe75D8Her1zkFs+ZkyS1TW97YzB0fa5EgIef2ce4mlaChTQdLJYZfzY8jAtHqR7Q3MGx4B6Xra+G5SBhlxMZuKPtwLa+X9xh+b871ffXhVpdTfGcRi0Qww6eL8dXVpjUfG3hipiP446479qx1VO1pddrNy4WMd5UZ9yqjg6IdHU06XRNhiZFOZoAcDLXGckunF7Ap5O/GZ82B1NLyfAAYZcEc4IlJjjcSOL9A2ha0/TVrz02T+1ruNCpSmw+V71aqC926QMslC2INpcw+x9i9T+ckBkJ+XjVSk599Rr029MLH6edbrGrLZtBG/F0Aa7RNxaKOnWZi4goR4Fq5epSdfNtTcl+XIULp94q2bc0vX99LrB2rv3O5v49R7e53TlOTNeZ46GcfynrMja+2M3DAU1XujYdiOnpWqOYCwQTAorgSrCyME9oZBmib62F5b22amPFYtpYyGT7MHZ5NnT7FpVzl24+VnviGW9vm3Zbj+NLT3m32ikdrOruM/75Y8vVJDwVa9w8zqZJ8Fa4PtGA9rWa/CXEpsXHkyJp17FF6VKtrI6nFyrSBosoMIv7s4+av323H26f/q7g/4i9c9eBVrir+B74zHXAIFxdSBh+CMgRGWsGwxBty5vQl7vC8Ueb92rrFwVFPav75TbWQw5+KLaxTOcgH2xnFt6DPAjo2SInDPVlORWU6ulUjEEVPCqV/OF4LpMr3uIUtC88peZNap49Mx7tTlSriJSldmFf+wHbctvFx/6cyhflEbnrrtP/8b++R61TJ+bo4Hg4d3tdMZ/F0mXnNgJRyEuN1kG0skEDjpHrFjjuJ2olNr4Gp4MSikJzSscqDQgILoWs+iVUJJRMNiikWWDHyhHO0mU7+67auLJ2kmiT+AKqKb53try2Xms06p9ukjtHlFu7dBu10nMbXb+rNp8RceMXbv/1l3f+O4QGleS928VKGVqjYVNCh0aXik1gpaDgoKJKrnXu2OTu1rrOWohS/EKCP7pia3DJUNI++Idduy6/+cEG4fqkDckbr55qqfenuFZDczIZfUvI3F/U6TGk1ClTWzWfRaW3TzI6J9GrQ1+8Va/Npne2W/3JOq9Xr1KW5i6G4Q316xElLCfqqUqB5QGwaMH3UO5ybGxmEXaUqgl4e50DMMc1tGmVoq+cBQRXvbjEjfZwsKILcXdZR1oVaTEVmu1pWQLrK5cSwKIgDDAy1agWAZuXxIeE7uX3VhCY4hXgzLpgnhN5SnP3T+/GZpF/rmeO/OLTs5fDycVQx6aO8y9cqYXDeSj/9+KMIpkZ8DbtFvRdhvZ8Wfj1a4VmPH7VJzW57d7ojQ1ZGGKhiBLrRUmA8/1Q7v5tKtkjP/920PSwJddLvPa3bLpftdIKqbF0XxXIefA5ic/k+PfeHGsZscR+PLtjyC1xjZkXb+V5eXCwZW45VSyUn9/i/cd00WhIWyj1XI2sBeb0GPZQl61Sq169spZXNnXnHHbZ595GN844cZipQX1tGLWUz8JaOD0d7GxXBtI+9eq8dnufL6td3Mg2N89tfORtbx5WQSCZjvHNxno8uXy9MNgG6wXubCnFQdzsOtNKdiS5yBoHOpo1b64GvtCmHAnx+776OLsem+bQRbSa9s/L5UzVyNfFenq8fvihVr+Q2gDy83eDd5s8ZRcZL6WUNWkqxlXdZbkDFBzwdUhw9FRsMV5nggI3VRLPnFqQOjHJw9VbP+XQvV2+9EaUUQioCNrvhnKFxt6nRtdiMvvsnNDtnauSLU6HKQ85lepGFU6k9ZZWtrtkaupy7IEpsRSeo7GMmtBXU1kMw4acdB3CBZrSNMXfSap5qKbHTC6tP8Rp93vlNquwFn68bQ+6r4t/dkFuV7SK2Uo9/r1r6OZB7Y//HPi32zVlofybNwVUKxVy8t5+xXSExltBM2sb24gOudGNmOggwWINaXdrVIPbdn1mu4Gpsu+f15X95YRkdhAs0v5xt/oLsSAVbGDbEnwDP/mBfJYGiAqe2ybVx42mBSEvqQjn1nBxIQlMY38ffyJcG7sdtY2A66ckeBYZ2cKnKoDOwZSC32ppsiJmgkhfFmqyyj6XN8HFSBgVSIBl61DXM83BDystSmzjpV+tPr9gMinXB7fC01fFL3ztCevY5TRO/yz8zykpbJTJ34Op3wFiVrANQZW0auKH9R1d0AfH10ArwGsgX4B+s7d7z0++orU3QyJg6tn8VGlm/MyNnHBhvZi6yTVoDquxnXZlUV3KzNeVMPbzthJ4SZw0N7e3pdfGeHia3/SA1Z9NXonJL95KvadR72+Fi6Rji9EYZyeqycUvjMU/dw/xvW3Vm2GQDYHBB4jjf2VzNRXKllSOXGn6xHS5pan64/OdX7r9/K34rq93v3HryKHW3efHzzZkmw3Yaxem5L64QIH3YpBTlzyTJeYEcZMBFWPyGKR5RrZ9alMuaBKNHeyfrpO9eCab4k4+V+o8oP8oKuzW0QG3kY0TrTZVhq9WI1GaSsNhpt7gdo4a7u7QHKpk3Wn6+cvfV1m+/+7q5LA0cgVkVAjtaCF9ciObUqJQPk9AHGT26JSwV9802CnVAN1iMmV14JVCh0FMq4Xr0WSG51WIZriGdno1P5mBAwrITys+P2xeyqCNT/XiO1pWCsbgxVNrF0vy+Nj61HjncNNUfkpfUx6+6+h0KbpNUgxs9niWC2+dXHOKMXSDtnfVLuboz2vJszmcw0xZZTqbyv38js5r2SSdycSU6LK/CplZZSFP2sXnRJWNUTnieaKhXuNbA9uCggNExqXOZrhKY4klvupI4kpIQmASU82t+bm6sA13X0hTd3ipLSrcJ5NQIrJaqo261eVMTVZrCjQ3mwxOs5rPEkpNjr+hK+UrnEbIXDkVt5raCZ22v72t7NK2RIqqlMc6RdxIJCC4xkwsWak1ACrlRqKzWRn1M1ExV2Nra5IjX0/kIgLO85cUvLlenSwrm8i2P4fm92qVg5uadbu8YgeSCOl1JHjvg2sNBVQLNiiEgCkyV4JRP2VUaCKVyvJVanlyKX5ZkhhQd4D800Bs2gyGVY2ILlnK4GhuyAwthEFDKqEyOSqhumH9remqiWGm2brZQrV6CEyvFtbQ9Vhk1QYNbPIIdlmlrOYL1Wa7jSlktQw34rJKZX1bCYE6NZQHbTILJz6WzJJxqsZuIRSnIVlci0CE2EDUVCMjVoFmZ5uiYQg5LHf3QHYHiC3z3rt2eBxEZGPhwWH/Yoj7z49SSh3kS0JlIyBEWKCJmYS8v03HooUkLit2a1f+WdghgQ9i9XxNCi6kMxLktBoRxxDtkKJEoWXt7PW4WE+WoeKKiEHdAWOqJzotloGqRVyUkHcSQkN+Zx2TCzIWpyg9EFRBO6qwYRncIihQT+APpeZvaAtH9OuSPHA6pkvL2jY4vghSHDrUpFWUDYkk8OUT1mbr1ibLOfUdUksvcfG3ytiMju9LKBKbv/cN91fnz+49yecGec1SPfzbyrOuzswSTpXf/KRy5O1q7mWceoVtjZOBPKyerOsssKaEqArKL/aZv/KJzMgNTS1aax2x/tfjn9y67x4pV5TfD6CEQXLg1o7efpfxqdurYozJn9n46eR7Fzk7vRJpyADmwBMt0hCR/9066HAGwuerJU5t6EL/cD69H0EIJUYNNXUmyvvdiuWyMJOf+0Yt9zAJznwr+4YGZNrAfiXVISF/m2fbMSg3S6NPOFyXkplUPsxTJ8uBIvNPUVJwM2OgdfDQQ//Rs370z1DnN2lbs+P1/9j3yJHMWK6aWmtydGYmZbei/fRaksFsvRD1Gk99J4wiNcOJCPP0IfDmHBPfEKVDxrnlQku74tYMm2fqWqc6tLTClnMsz3ACpCKRJ79+h4HO4nWTMk0qYmv//Yzv3j/+nekbaYl9/HqlukNegvlAlVZHMWSW0VtbrQYlUrVRcbUdnSsM7PAgFAIwl3L/fjG0xLI33RDdnUfCacPPTMIvJ9Pvg9bdDeYOE3v3g5sTH7jip7J/Oz6BCXZUk5j750vaelKL441CaUT7qMpSe+D7j2qf/vuWA96Pjs1vH2heZGbq6VQ7ljkTIXfrrOeX1Tkk2yGE/9++7W+XhPWq9NRA2/7XKqwtVZbAchJU12nJBSZusf1GBZUXFCX1iSg7uQdrTUmF7fA9n3F+8EwFX4YaaRZRADUuBYo1TpCNEPVZh0dnrzhdLZfO3rArcKyqcGs2X0tXp5iCVUvdscV7370KtiCSNC7OR5kVQSVHEtVkjiHyfB3PFfrdiF5J4Judm2xHKBc286eX08BmcQ6za8+PVYrb79hptEK+SyGrkSnxNfXSQpGVKmtJh27wXDpkwGjKgmlpvxXg//rY9mv6Zpun9fTE6ehKen+XJTSftrcJMRY1iqicJUwInBmfKdNwt17mHAx1UWpXAU8TQO4F86gsJK+Tf7DRuR5+lwJ6bPOi45qmG+oBIHGNWyxJ3oJB16ArfWpiBpSjvFCU1qtJ9yajscuhgQj/Rrp71BQPxD2YXqPSkJ2wNSoqSvURD8KQ1r4HRsdms+WNjT6pdouqMQj3lbbOs2OzkF2DDCht1a6O3kyEQw7c98DCi8F7tg1oD+WPvze55bv9+gvJrP/qhXeXhAP4hRc52UDc26G4mq3vXGTvxJmE1NgtywesihMBuUVbia4U1G50PFMN0GkXBzVIXLPJ/LnvPKHce+CDX/9Wd2o6FGBC3b1yGhNZqVdyxSvOykawTqyTDRYad7HriM4NuaPolKkFlzCzvVlhFeBObdp9K6OgnFITc4VVjbRVQrP4sUS9RVbug/wvCEYTfkcvKoQqBR9boSrSqJ4GjoMLCuRa+CpUrKuJ3QpFNd8SLfT98qX37O1RWrpe+tdPW5/emb0Sh481Pyjg0nvUJXtD2yUVLzZybwBLGws7kV2HUA9ljMvCjSXgMxzwxR0v/tQ0+KhTjGT4W5X8cz9HYYlk6w3MqbyMN5bXqHqe96oAL5nymt8cFYtKsucFusAAGII/3yk9uyTr90Ov3qxrlqG8ht7LYKaGLGq1KZP+7Y0UzDAnVmpWrfg58Y4tPjvEnJgsIFddgskC3Sj21ddX24YFPSpz75Josh49YrXdpWVP+OphpVzzzdJuLP7vP+1t7rkZ7jnY3NJey9zzrcGH/pjeh3wRCB96R4/+ZdKweesYZ8CW3423QdrR3eJ/Xl3YSg6KudRqEXFXygqi3qqnVmM5uibXEnISYJt75BuzPlCviUDSdNl79w1utSqjc5EOWGQayLJK11TF7kE5kLocAusvlF4gCcu21rZ1dinEalIaM82myCyLV8wVeDIWnjLdt2+6DMKBqXwa7R02jeF6a65fa9CAHNrVhd8YS+iA4WlQ/Fpz0x/amWfnYMVOT+WjK1pTaS1ZGcQIXyra+9hOVTGL0PBnfnDbqZfPr//s7Xg8feoij+PS7KWTalHABGFWstJsvlYvr8j+s0Ob/+orOxSqzmu+V2i2FyZGQC1YBQSK1AmpOCOrmiAnAVvn0iUWWpTSWAItr4kz91Gh27ek46VPDsRDEbIW5z6oyWFRBgA/ojG9ulvzsS/aIAzRj5csFmdayKTQ6FCf9icPdCUXc/GcEtI0sR9XZNOcfO/D3NZ7fqqY2vP2AiqWAI8XcjPmbuM8s+cODYVU613e9W997/lcOQkA7qntnRNRvLpcGDOlRnU1iPFFIAatLmosGhNWwlI5Jy8sKDgVr5cYqqnjL98++EqKpHNLYEkMzqSqfPFqMFrFEZgzGEkFzaOUkP4pwr5SlYY04v3D4E9T0oAHyBwIcMT6X9nGm7K6k4KywOnMdB1soprZRgOKr8J0Dc41eJIDjFTmPQJ6DR/QWYCeu1As9+2keq26WBHU1pJC10AlXH372MUmHRYOqlCIqxWp+7Q6OFTe0Z1nL0yePgG1s+gDkGphK0unk8soucVpHdvTbETym3TQarhN7bEHbuSc7Sy8ePyiFrNcmvdJjfCz4/pePDMLrnNcVYM9tF33/MfVvb38zQZ6ZIgQ6dJlg/ziRiIlkMoEv7zEtfXq02kwaiN2fPuRmdO+TAXQnCH98gltoYgT9QqrVy5VGzVRbDfN50lroaDluC0HrMbPKJZfji08yja6hYU/ocpH1U0hjaKGUJ04La5nFLKe0fFnY5mZyI7PoqbPbCI3NRfZidRZtu8xdcmKVt6l1yY5muNNVtSYZka36LUhYhAJr0t0sDZ+pcozskEw/jf20mLD/qNtDxKSbd34YP/8KmvWX1m6ih7pc1pdKJlZ08UJdqcIlqXVk3KEgxoLGacHrpfEl1RxxOj80R2PxzfeZG8s2KZu5uaShAhhIkbFbzUMen2vvVr0ivNrVYYTlDX9ecncNb7480PfOd7ZwkK5tutrZ8cOfggOIxjSr7i20TiRYxcYWdSIfCzxr0/jvQO2i/lUNsl8/e2Zrdimk8KfhhoWAL7PioH288vDvapgnrlaBaQzieYU8Ae+wDd7lYoo8ezmwT9PpSvxsoNUC0zt3OnzXk93yHqDOJbqudv7qXuZG0XtSHNr6MRLQz/+5vp77zS5Dyoc2PXsdTXQrhbEyZrgtcOvB1Of3I1fjEA8LbRScKzMaJugK1cLHA/MHqe9r6etQ2+LVqF0wVJTZeMJNT1ZcXqXAaG8bu9XFBeSSQhGVK6WE5QpXNwi8gm1U5J5euP0BdfeUUypHh46tJ5ip05e14LpVJ4fV2gO3WcpptVZvwA0grgWzgIujObuFC0qV/HKzcR6NTzaGWbqkVa9scLS97W7Z3jHvYcPjb12ynDfro0Pxv2hUJlR6KrJQDyyKYK9jSJ7EOGGWLU0chSk+4xTba9CJpu7u7b8SqxiwlIQVzq9oq6R+vFsmiiLkhtVByTnB6C9CZpYhzNp2UADVinCX1AwR1x9AYVCoxGRxWP+xuMO+ClCnpbwp+wGqqh/b14ymozBKUGlAaXwMg9pFZSODRSuvYiHCtQaWR1xR4Y3JJ2y/c1sE3pX++N/v73/0rtr2agJ8DTPaVnSBAUSMUurwQ0xHgaiAQQBmYuWGoIIeBGWs4RQdhQakUJ8GTLrwqVGv8u5FlVqN8JdHqOvit79tfvrNfG9iBS9eb3Jmjj7UansYrUcPRXijrjNF2vtvFNdn1lFa/QipSiYoeFvG84FqtoWWZ5koqJCrpMdJU2iUMysiQ5t8e57GMqd+tlsXqmA6BGySko6UXSuynOzlQOdliRgvV3K+HS2e5uuWm0c+zBnICCD1QZF0g2tpVIvoZZOIOYrZZmyETFM3Zel4LH1CWHiIDrUKmy+KHUjiz4B5ee/21V4u+YIy6iiLY3UaSSjb9eU35qnb4eXxwvQBmgkWOOfJgqUoGMlixFjUXyPRU7FsZ0tRlLBRZOND5uak63KTZg/MN0oVyt1A6Q1Yv29tENPuB46vPPpb93k/1/ljRuzYxcquXKxmFhKSW2FQhvKBHv0G9cLMiWVqrJtS//Kt9TMYlCYqxGfgw1GkTbb2hIZZTbHvFlQtPUEF0JYWZUEK3CR02jwN2eTD1G9awuLOR0gvo/kcrzt2fqyTyLbqWbCVVouq53QRq781/n84y7bntTGV0Vu3Ko4VlDBgwR/eAtf3oL8t5H8/Ydy+Xr/vygUt0yxycT1dOHSydIeDBQmZU4EmGDrz3KIke7r5c+cEzt4DITI7u0PhITFfuWV6NrY5TGVUtZrUrSKgxr1mrtvV9rXOr6mFFCUl973QFwW0/ZwHm3V8ZMdRtWwdbVmb0ngL04Gw5EMA5U9JL7/Nu3IePGTj8HnPmakvPyL10NRDEpsMhW/8FBs8ssAd618kXN8qB6A7lc8op0fo/Tz2Je7Mi9neHRLZ62Qq/89Dcsw/OylW6QK/8KhwV+fr9ppJEaHtXV+7hYnLD6PaVXLV95v7TC/XBnfbOO+qiu+jroLn4cD0fjyZMfu+7adPj9lRg0biVTWyC0XlIaCLglXVlApjPN8Gccha9fttwuuVrziT6bKEkpBEmsk4mIsAxxuVxSigKuwaJ4kjbtAekEEhXuHpLSsjWAI29nVrK5QkHxfPTLt68RU/gAjMusMmbk6txEREWtdaMS8ewfshIwIKkCoUMEcqXjtL6yX8gitdCjJVWZXoxrXudMS8qWRJn+bp2W0Xpma06eLTSev/t/16btsypPBaaOmjQ9vpERUyTfWNQaoxo4/9uBzF9e8Gst9wuLrM/MUU7qZ4Ie4uoJQnKzW97SIYzWgaIMFO2qLWVE630g3epQSmgKcEqAPWhpeJRwzGLBm9OzN0Sakfwf01i1IywrDmMT3gmBJNWxmPl6KeYEES2gK0SphgWEr/noHyNJDRvP3P4HOF1UfZZlNbfCepyr6HewGNPfF+x7/5ovP0aBuEnAz1l6p5yJxBtpt9B5755n7v/LOsTcpSTXQKL0vATUgXXJazmLFUrGCKuQqUq00ivqUwFQUdlsWIgZuHyVljehbaBhkNbu4tJjDlVBFJHtEIU9D4ThmEoJko/xpXSXsxS7Y0J0/3H9pOm2oZAmFChaJar4xKESTpEpbpBwyXpBi5/8vdfXnMhiF8etbS2l979p6ej64UJJlAawP1hVJoPIYwQXl8hkc7jTaboeGbGYEc3Y4bcu/XwGwnCnyrJjsgEfbzSi0Wl1kd1ByfTMRUWxdqU1Zwo2mD4sr5JAJGbL3rpbfeelN94B7Mlfc5NHnX4pkszn0NR0XTkuA6nYr/BXu/kPI6rj6kyPc+YTCJnOXS8iOHvL6Gl4rKOYhS08SPZjjd1r5Xw2rt/+kpSHsS/71xgxRGqD0N/71bxYsjFv4QCalqcGQTxJ9UsEF735ELESijz+iCLyjvoU4MrufgXXr5IEWsSUuvfVhLg3vO5Gk/ynTlGNxLjEM94dX6DtG7o6Nn2A9ahxVVNfS8IbDoGxD2mLwNUl1iZlfQ+EDqmELVT9bM7hsUV9m8fr1IgzOKrk9h7zkWClVpGX+V7I/YPab0Ct/2fqjll9dk21n17PtErEaw77QpvxVwPwIhNNAfpU08dJMMFU34ZYt1sIVGjSgb+kf+NWeb2btVvW1Xy+snQieURgVA+JqISoVeTZ0dzNYnVvyM6BH4cHkZVJwh+sRl57PykaJc5BWdOrtUBjJSGrD7p5Ap9q57mf7LJyp3ni7AKUu129lweEnNVdezTF/HsVfamgajurVIiiFKsJfuD8env/KV/dnLpaLjRaPIpfLt3ZK6FQAWCC+SyfGYTFAm6p0kXt/1ahkiTrerxDXgjDMJicYrYZbfPmPwqhX8jHQf2ibzn35/xUMuq/+5+Ppv9p9X70DHsbHYaw2t7YshK4msMcLqkfviywi0Md18OEq/LfPfuaZ+Y6Va8CLTkCkrAK8rAMbNxf0NVFuENkNnGjE1ZRXI3o+Lh9/Xtl+tu+Jt6qF9NU3HPd34iwIXV/yV2oSZj50RxuvscMYl85Gzx8fK0yuKDqaclUx1iKvmWoEnW9tMjQMjrZKUVIhc1zgcsiwV0sXJH7n1mYUY99aFva3Q+Hj0wcd/t+JWk8l/2pBZ8DhYDUelYv9Ah0jOZ1Q8DDgiwpvWFBBmoqsk49XG1ss+KqfG0GlOSGqBwodQ16RhegiY2sG9Ffb4CvqXF0qhVR+OlxL0hCB4o+2CibIFiW46YbsuyF9e0cmCx48uvrCLToKgAfIk5PlFmXeN18wklCchmiBsiPQdVwaBYYf/P72yXcXNHAjJ9b/dkZska079xqeO7nkETnfjbbmI3uOzr7xxgaDACmRKxaK4c6WrTlfIB3H24LBd0XqDOZ4wTulDIJezuKsuvOsMougRrOxVFVqDeG1oh9q06WB2tzqdnUB3j+fQWPiTNkvNAiSlBGuyGiLSWQrxb4cq+xurj+Jyk89BI49zv/We6DwtrbH7xjQEiB42ceTD5DkYgkU2Poo0TgjKncxtnFOQEBuC7S59PaQI9cD/SPT7RU7BrBM3F26GZvIs+WlVO2oSi0aEFyrqbMJWmeppFevZ0qlEIXA+UbEJnkRkntlOXUQ13yCMeTBMCFN5nylSfpEWt5Vhmhzn6fQKOlbnO5mQ2wlojGTY7NZSBQwhDKCPGQmjjThrTi61qR0cxLp0FTCZahRiplV2YR0+lJEwiVZ5OEI3SqD3Wz1ZEUAv9frN99pD+8u4ytKyLc8G7GxUkaMB6pgl7pWyJVTlYoBBv274Zn9JH2Nxt+uX5Ubu/F/zsTd0jPfqHPXFS1U60040KJYtheNesp2dOeu2d2ooNiXA9GB2wO3Xm06cLvw/kdqwpKPcC37Bwwnrn/Aima7tutJSp/VV65xAIQIuhKr8EUgHTBgsM285Nw6Z+XF+OzBTuiy7xR3rG5oF/8OSuqjD7iQplDj5ZbFGH4jqMkB61n12XOl4ih5z6cwVa9U+m/Rf1M0wlY3ePjzgz+w/0QfW1pqVl1IXRR1qrvEwsHL0i1IDg2BkVPhoLKPMGbFo+mXEkL1CNT7CrKpmIkW1WYqxyYjKbJnyx0tjsXvT70ZzUIyAkSBqEAfXoIePmSc/JYLn8y9uddE/bGk+6fb/h/nSW8yTH+3T5m5Wp4VXp/lwAfHbI85N78pXvNhEb9NZ0F33mWfuo5pDbXJK+LDTczzPgCbQSTDYlDjiNabqdVdeFt7F3V6ga5YFuIhz0aksnKXcCHh96zxpX+pvhXVfKp9qRjcrh/tLz7anft/rpM6zwH5ODoUvhgGr2k8XvbgZlX1nplEUOFkV9miNUqb0jreqKmJ42FWKzU8COcnyRJXP5hZ9ytHJ8RCt/lq9arQe2hnZNIXCeaoAXPnCF6HqHiqjmhLmmxDwSvsdpLR4PTqilZvVlaXp04o9h7aDawOjxyKNKDkUkZPmpR5tBcRzc312Uy9uZ4TSMWtm6nlBgmFG/4cLWM8zbNDKvcNOqoH+HuNZLPEkLLiBavaslvxg/Pk74ICWhJmC8ERhpxjuXaZKDUap5R8P2yc+tWnHziz2tg9n389oSno0BwEGFBFDIouFbLTUiliqvlyopbqGVLCj6s3XprxuIc17cXNm+L8jJuksJIYWSqlraQxUbNoMZGEaglY+vUnNv/1chDyONd1a5durnyjp19opKvJjRd/aDkDxw2+tNJEoAkq6RmQJ0+WFWKusiJB0LJ/spPqW1BVaMhwRaYa1WV7rChT6g4K2d/FPk/o1TpLwSYLixxNOkwElCtKiADubNXWA/FwrJyjCzxd0EISv8FjlLqZ5OJK3peSD/cJXW3yShK8xIM/rrqluTbpefIG6fK5CUubo7MlpWuE1j+wPWLNTeV9dyqHoqkVJXDeDQ35JhWRJy9/9bP7Mv9+f+HaxtqFSjibrKkJxWYN7zC0aI2ChsQqOCdImiInW5qJ0GqXRjWdkGVZUqj4mUr6GXXHOr/6v+Cjz8G9FaQ1m553oMyc5BuTOPfWkUoyy3AkaDeDaEkqALNSMPGofZgwBNnmvpbQVIXW1ls9qmCkqFMWXy0iXiNxPS2yUrbYpO4bodiwoDIXkns/97O3t98MrEcL76zJc2SmWIvOKlX0rdUNDq27GjJTk2YXIuWSUEbR5k/qsgdVtRodbwBnBXzMaRxoa7QOsP37o10GI7HgY8netmG5U1L8Y6m1GAwfyy3i7QMWKzHzqp5wITe9lYqJ3erOz59pOtxFDTgf6TTP5BrV9Ujho40OFYlY5Lcv0Jhb+ZjRai7zoUr1/HtvV3LcNqtTzqefbFN9xBjQV+XYIo1n0v6ccmtAr26H13PMGlIhuxz41npTSA5db7D+eutTzo33FP3aFxrCDv1vIYZgHG0TxVsxSwSK5ZenwnU/SAMIysuqx5puA1FyozyfF3geiBik4CmP2iDDmDQ9tSa5JDS5eipA7XhM27g6/OrVmW4TzKmVu7/VdaVP6T8RUZQh028YaAnu9Gqmq5uPrBNFsJJioyIAwAXlPUSbStL7ZIDZy/13LR+fRi9OCZvuaE0wcZyt18t0ewtCyHJbQ42z0LVoqgZxsIHQV8LZqnTgUFNgrRyjxMVkY6xoN2Pw1blr43XzF2wbL78Wvm0YKYCm/tbWrv/49NWCUCUvffbf4ImXHvzyQTvyL9/9rrp7Kg3Obzsk5ctYJsSmU7e1uYeeYBInQsdzSAupHMLA+9UCLRI/3Id/J+0Lo96Nd24ZmxVtW5viG3lf1OxqVat2tjgzBcngheq14OlZ3D042JJNxjamVvjB7kGnWqnWa1UxpgyTahikaEOEriVFukHJ9HLkwXzmI76RIVUNpPaWjG8TulaxebfMAwfCriHtMPk0IX+B6v5iWS30GdZwLiIY6dkCVYRkmP9TtqzVGP/RyClwoY+SHrzdeTGBGvnN439Qovp5U2UhwQCsTjYNdDJ2lJ5pdIMC3oQk2kz+5RqymHLc073hgXsN22Tqo3AjFoJb6rRFB8EBVMVAqftamk5kaodaW16dLp6Llr2/vHntZD0mWOGXKKyaflkujJp1m5/0qKiS84ikccud6LbPPfjAD775k0zVDwiZZqsVLNDIy1PCnBdo9Rjez3Zba8Rn7Ay3pYHl9bYWZbGYl7p0OoVR8lcVMGjz4HitEl8KUI2aVgQKLRrx0QVcSWo0+jgzB0tkuzwbYWIR9NBPwD8xDZroUv69gIRgtSW8wbjD11DkoZZ4net+RNyYFGjlQa+ZzsOK7nhXRmYzcLIDludPPGdzty2uqyqSVLdopA4M7W81kXihUhXouopSwUKhyNTpG37zQs2AmxkB4LDMcI3tzq3/SNwa0OkObIeKiRXS7oomom/Hsleqqba7Dqljab++3lwT9Ps8tckIaAhNLXJztlFPC1QDVvnLNJNbp0R7gg3EZT1aBmp9cLmaJBFIKdTudTEa1IL5Op/rfFv4ymSpC/51dPDq360Dp6RF7JqlB5ZsapEr0dl6CNANIWGDpW41oXeZTG5/iREyyN2V1Ekpe0DzkA6Ss8fo3SIsmgIFek7No/23gtSV7GJV5dILH1bho1//BOWfe7e09uVd228KGU3K3VFFFkOonWm/0S+3ByfGUxFtENq9XczB7K1/Aq9bObJl1Ku0j3+8GvSFeJ7dhDSDumouFbuaLDb1bhqaUJndUUiRzwqriAbES3AjLgzexmaCgeyyVOIr6SGdp6+7vpy/A3W0FzdtxGHEl76tf/WA4lVCDeD7IcfzqU1YPmpt/DEMvgjWpEwdYKZhgfkB8JwH+aepphyBOY/01dZ4Lq4N+NZAj8893BJYpe2ujm/fZ3vhTEHZ645taHIXojZUqCgs3AcrI26QUPucd1vee++3OFJTWrQETiKf38umnqWmGXy3cnaT2/58rP3wECru75g/fikdNpnv1ky9W85AoKWXjaUYu0PGZNlLyeG1dQgHBlh9uE27ujG30sBHKeq5Al/twJ5fUQAEnl7PJ6r1xfEaCGn3lbxC7b4PdvfF2wd/nCkj+0Zc765BOtAILP8cbxu8sgKoxPahyuhtgz/8lUr4xcXnc+L7MrMgsStMyKM0PO/q+yC5eDUpmg4qMcwZYulCjTYf6iTLRouV0bPZ5h1D99y28+f//krPFz85/ZtnbwIAU8R2w9ZtFjxUTFjHslYN5oTMvCWejU3TkDpQKQ6T8Pnk8jZsoCKv+Bu5vt2m1VvpJ6nKZ+r1rSrsOxr0DQdZZOV/e/xu5ODmjUfe+N9gvjevkyoVCPB+AC2B8qdMHd989eF3X5zwr060mtl10o2oaeuegltvi15eDScgHACNtU0HGxM3y1iPmETw4ge82lnbfKSNGNIHgsukRp0MOb13o/tCsKnsIGi0C9ZWpNWTODyrRGsqsJohrjfq3XYqWYnTUK6dEJb0HsHZdN+enl27e/pGWo/95uZH15o0r7zt3OcIb+m7/ObbR5769EJwFgIgWC+qgEaPkAEoT/NqNdj7AIC9HWvvJyrNBp0PbsqaNfJjPZQ/TTFMm6UyrM2ESyVUlmogl0AJvCDGCxJplKIhlkAJgoDMUfFv/wGNnUef/x+O/3rH4sIhs4exm3yhVN5cTzf0LSkfG/MrN3/OrpzK9T/qeuunpwbsRnNTMh0pKyWjtc1SrCWWfxmoWpWs1yy3mzWtGCzIrKTWuPDQUk7IrRIXNkyf9zwwBO3lhGAiswiIMYkJNnIoN7NrayuZ7D926yxu1SpvqTOg3bjTrrM7U0tzHfE826xnEkK+AXlus8ZOxOU5kbUCTY2KkEwsU97SLH5Ai6IoEVpsrs6Z07TYqrpti+fS9FIP3bAdj6t/CggAaVB1OQpg/qPcX5P0WdH6L5DLbMxMyi50OkLAdRhFmtVC+yZdw2VQQCtpCRhQWEldL/V67ht9d/mTUxFIqlOrO+BEagZRcxoHO+ypHnqmc62l7zu3bJ8cvqJenbk5/vZPRhxXS4J6Pb7Fpb6ECzU6vv6tJevOGPMjYdsUYmMFngYbHwPDFl1HTbnTq3j2dK1fH0unqe1KbYZlqmJNIhQQW2dnb9Sf3dH0Dbt4eVHfj65l0maY8GCy7zWwYoHIzWqip4x3NRb/L60Yg3a2aK9X5N6/AqyJwhaf37C2kgMjI0lfoKP6Dnnz42X+DmCEYQ/SXmaS/bItr0vpf46odYyeM2PEjnamnIJC/vFCBZ5PzoYq99zZWc4r0ulSv84yRav5N1dxR4rZr6RikeYUXa2D4M0589ZN8tGmluEeirGtRBcaLxzDisVYewuEP9Vb5Y2jnko6gUKJaGGgc9ft1NXzoaatnfouaPzdyGivWctmU1k4Z4FqqBDPQQoEvno6MdtothAFhyNlkKAhC/zCEv6ogzttQzPVYqPikmvVE/D66NaXGENIv2ZiTx/9qISc3lrupWSjCq5LRy4/+HPrDyK05t45hT8ilVoflP7zJtoaRf8nBNch3X8qHgXG1HthR/tRc+18NKGBFS16SZSr81X3CLmmN2wfbDG47zhdXPUYKqWba7v2bechyLmRyljqc8GAPplz72j1hbSiRJjZWo9FT6cLRQ486gKzJWWfPfAtiFxL6r++aNuQs1u/JP7pOXCD7egSkV1m4tvx4CurRdu1WyZ25o2YrOfITthxUlpFALgNMW4eNVz8sGRktAEcmypZWUxSlG5gWMqC9CUcCjaGwRZDA0uHq0DGsnSEERJqTK3VbKFCllJtI4hIgF/F9G0qrUkPQaEl6LoPwKcEJcZ4ilCxHAMejeujjeW79niiczIOpf9rJz6ZWGo+6HIespw9nnzv1fGLt0IzZ6607KmKe6mmo+bYy2eC+zu+0uJFt236r9dfzAHCAFO4iD8Fhg/C6j1yRdFBJjLMuJ/Q7ImG/G1wfYda50Xmz7dLie3bIEVgSuNfj5WQCotZADuehJwONQNrPVAmrFbXU+zIbdA7Z0DyILbt987XXxqFMmRJIS0v38pXFFa3vZp7HwG7KNi1eCLV1mlZrkOO/iGpk5yYDOaaWz0daGkluiHUuYMdXHNNEtR6CEEFjR7igsFaJuxrMxr6aGTg87syJX/uSmIRw/9cJQcpjG1AcRlK1nLOlH6lWOze9LkN5JM7H3AUTrInb4Ul9Y8xqbixH9+4wnfqGU0Nr2pVFZ4v4LBYABqIUZmEUl28HpF0PJ6osSkcykqy20bc+bnHHcO9wP7BG78+V3gA644af3FiZcfbD//HW/bNMjMui7Mh8GgE2TiRIRxgIcWJCYOiswVV6aAZK2hCCQvcpeZLhWAyn04vSwlWAEfvAyMaSoaSLR9BvST0j/UmRqWYcL1yqsQOyo9XZ3r6DkSvcjvszlqEOh2YHrVa/5hbSyylNLDmvXr8yC8eu6x/Z/eN7BWdzC2Brt0mHefQKxLf/8ulAY+qXNZ1jwwgOkg3Pn2pBFyoy4SUZ/n8xbFbfT/rIT5hWH7BZySk6wFa80QbfbdZOcwTyhqRltMXKu6nOxIzedjRdfDPSH7AR1ZzYutv3gHGAOBG0K85+65bV/k7FEgby3vd28czbyM4oYSUw9TTeS7nA7W7c/jK89q4rqiyZ5r5llcTV77W2g7ZnYwSr/rXH+wIT80WrA4lXeEb79L5Yo2wGrwuZPvDzYxT0IWbVL78+uIEHIipFALMYWVS0b5QaO+0sHaQuSihtqoTvV8/939XLTvMWlrI3op/9VH3JK6IlVBbTXKVJCpVEiWoHBWmy/kbybINR394RmnX4EgFDCPkQygxmU1BOJ8ueRfFhR4PnZH+cGSl3voexL4bUtx5fUVsfu1J4CGl9Ytzg+v/3Ti3NrMrzWSZjjYe+zsk19WPpMR77x9GscGGrP/FxnRdR1oWIzUL8LToIsuc6S4r73bWZ4oDw0ebytThDl2jNnzlMXlxbnnmyoIo0isCMKaxA3YFblGPHw+O3tZiVaGrhZ4qt9wA6GZId0dRWsEKDif0SEn+Btk+Au7qkjPVTL3N7fznsur8uP4CWI2ouZdX1442HA4Iu8jlHt7b/5+bNv3tVf6faX+fw5W327DgYjzH0QRRLAeJfETARft9jjRfNLq36nZ/da08zp88BiUCQGJ4HlK3qvgBtGBkFcGitJC3NxPFOyxXRexAeLizNS+Fq2gR6AD46lHo9cuomRSPwLUfAeS/2rFHp+K3GYmc3b3ewKJL2Y9n56sbZt6JaBh+x+cHDZIyVpPm/7rkxvWnEslxNdE1NX5Qbb3Buh6AnbcxdgzUWyCRaM/xcsX9UIf6D9Hlucm0MsukuxvTkGlQObpf01RjFZxF35jkhBTJEyt52WYEHaQYLNQdauxqunibG47VQYODpKo69KERflcG7DLvDXBfH1AvZqSbYYFB6iG/VV/NTOgTgr4YqIx+tq08l664Ozo86bWpfIhUl7stItqggMJhd6BAG22IVb9P6+d32yyWQrUDU9NvRlFFfotR/iAP+dk64NHfA9trSu6WWpiM1DtaO+ZDD1ShJu13AdesgH9mErrvxTWxeCRPeMz1DdYgMGUKYSEQoaUOCNRxrtqAACoxJbwmqaKgYOeF26wU8LZ6rD21YMXb5NAZ1ZV4PbeROx1V3/poJli7GYQAAKBpm/0qoDQ1vrDIS5pm5XCnyqExGAFym0suLTK1rF2sWKH1h9y1txpw4M6tXFcBqXJd8783hq7emGEbRsXim+B0I/+stjHmZ3PN9puvLq/Y0Xp6ZpTn22GpbqhlRU/P9gc8hOudseWUnt57JvJIjftmiHpwN+AIB57CZj4sNcmyFGpMV5SPbjEwpUpBoTxEyDUJSbGIOo82ZGFifnGHUQ0NG1Qcufm5g1Eju4Mvcwk+nqRXq6jY1BV8LUNyXH10V1YXMEZe5/q+US36Ni6UB/qbJfYIsXb+CTVLZIx1LL1uYyUKgRro+dmaHU1WBDCg8yxbFpaWE3lnBcKtm3bag9n7YqRJFeCdd/VUN9zKMZ+9wiwWSlpYpdESrYc60C5EXq8zcRV8o8yl47N8huNlollCI1pBp4S5fHxjLCMMsZoM/aQVFVz6y/92vvvz7Yq1xKnrmS0P9b4Sp8GNDeUwybDQ8goFtmPutTxxe3PUVxci2RgnsALIcXxg2cah0XxK19vGFj24TfS9mWSbGOXOF1X2RQV6K/asHH1zJXD0Pud792JsVj/1G3/83ztz+5Mvn/RI55eZbwFiAeQF4LNal67UMSnc90vuynr89u6WVy4q0DsVlUzD8ClPOspSH9fFz291Cj79wGavLLAq6b3TwaFDO3mLTRMZY+ONcCj+tzTfk/c//kDrynKGptRdmxyN+akQL/UjBiyjfYATqqHqZD+x20dM85lVoHr1Rnp7ujIlJ74EjM/sHfkunljzMc+naz1qbL8AfrxlMCo4Pnm453CWW6+Vpj66ocU4dauqHMjThUrChYweMK2lDYhR8ZSzvvrmSqW+KTUKCe//ikSBsstibtZl68nyu3WmC9+6dRvr5TKTM4Igsw/c1ZyMJtuKiWzdJbPZyxMSj3NRGDpKVMOp3BtJvuGOaiL/9+6yvZ/cWGC1Pz9g+114xz9GY/+YgrG2lcuTGGUzO6ulFIeH2YP1/EY+9mqNvhvG3+flKwA8qehxyMKZ3I1BlZscs+3bLRw7cU4anKDcKIPvsjt5Z2ypidPAhSoD4dZ8o46AZlJj7TNdG89bUe4kbyLReJTmv9kLyojzVsqWTG5jerbBjVQ3uxz40QQk8y6NpaTxoLHFDJ/VuVpC82KbV790YR1v4B3butZ89DIm8d0410iBPivatoX2K0k5oZmYJyqxXoXeFVd2PG3TSKzbZFlOil2uyJnzDGBAWhaGYV2+HllDjIaj2mnfaeDeKmrbfvdEFYYzGDQtBS7I9KqotdrrZMZBE3I2vkbIHJAUIFAHOhngtCyhsAsIX/nc/vzNxA+XbqR7DLvu6rw6txye9U9M38DUOCEoM1N4dGfTunsD5ABAAeDBw+bOj/54E93UZZDVLcM21qUiUvUKUxXOrPR8zmjZ7J5aDn++m78/Dr59p3TH89fD//gf/eewrm9CC++mWlPCrmvK59fzLz19+O2Xjr9nKLo7LDeFD77Y5UDxTFSne3Jr5zMvjgw88Ej4+bGQIbutM2Ca5PSD4MIc/i9f6Uis4E3VzMq1mN0gkSb5b5fAoS7BN/HRctrwhQcPxvzRwEbgehY4MaoAirIozV6pDH3ZbHa3xVcazU+Zi5cq8RhvHdoMUmV5rkBYUsBkVXxhm2L6B4cPX6HBs1svOP/1yJdPT9v4b/wvduBn+fZHLfuiyju+xxz5K98sazYdVY7d/KNw/MuentXt+bC0/DOfL+sTWGK4n//w3+7YE8oEF4Cpcm2O5Zj1ArFP3h+TLv9Ln8UXKS3nk7UxPrJWhm5m2w91S02IitWZyzWl6Of34svXi9JZlkMyS7dXtj1zyHZDQmelpf57u8nTtcWVUtPjm5JLEWSIIUSLSiJ9fKpV0/DNZQe3b999996//u/faIdxi9e2+eDRyXePnV9d07Z73soxRb/YY+OW3fFqjl8BmpPXsj2J/gKMvVvf+PIwMaC60Ppj3aeXDOZ0TnDN5N6fJTrNSRWFXGA2luAkXRK9eJ/D6OVvvftzgLeZxlNceyvD2HTwaj5TlpC12tDndlBVXis1OlvMx0JXImuQfTuz8nGhulSfySvatY1mFbdZb1nL1X71cejJXjfkUPiTQldXj2p9kRZL74q9/yeFCjT/5Cp/XJxdBDMiYL1hi0MnizV5y217jvz+S8rVwdd+eZkwYHt1IBtRhJIFXmueno1MRWukwaLQ8iIFXVwpFRim2gB6jbbabJVmVXIZO1/2uXdy2pzEClhW0yJ0YoJQi91ICrRg8QjqrHWVZaVsauvtWqYqxgNBN1QouGsWXORyfbhe11RLX0XTyGzcxxX/F3LkpPKxYoUaUoH/ul35k5WRbmOkOxPLwFEfq/CtlDi2y81ET4dKkLE/UTGvJcMt9pFCOYoIvYq6RlpTItgrOmK3sReJ1M9MFytPtu66Z2N5YnlFOqMchahZgkLOCbQiDjtKGrW6FXKn5JmysDiRxUg+Iwi5fHiTCty7G70wqy40EOk791OLavH4CaqRJjwA33FQF6tv/9b20ld/r+wxZPzRRCalwFqWk06VbNSJaAGaFekqohIlmAZ3bQEeT+1mXpVMFJfGsGpw6MCI+cF+9LeXCp/tnn8zh68SmgeP/AM9tXgo/vSy9Ok3gC6wsh/jrwj1P5+DqC9tp7lp5CJEKXRsLryNLFJGKIVC8l0sekuMiXglWwUbaeX2Ft0ze1mWrH7hZYStUaR++JPNLd/bXT+1seVH6+yKtIpPe5tMq6sbiXJdIWNqJWoAholJhP127/aPNkLXoP7ubW8sJXmnji9Dhi5zVo8pkCo+YM+uFHd835u9MaNO4F/Yaj+8CEEfA/FN5CGYyzlvEM+a3/ovX3WTebSbx1PKN9yuzGzg4bubu6/N4uHqN78OYqnqXz3wBt4o3WFR90eCqd9B/5IVw7HqQurUkZtPvNVZ+VdLoRADBTK+UrLs0GFF6tZV7r4uBOYrlxL07YPmSjXdUJlS+MpDFHaaob2SJoGUYAhBMFMIlK17bKXXVsL+wtAnt8zcnCU+SkuJCFTTgdd/PK4tP0SeReb9O08h6PTiQujHk3HssnHfqTe3uoag4392G8hn2s4g0yv8/NtGgqK0fOqms2dR2ZJ9780kV9C5lC4HNbD/mXdCOZ1BKsyvunBFIcpaVLq9rHaVd/xhI0FpVeXpIo/yNhduc6uJEUKBq/oTXCJjLMeyscmiHhNoDtg32zgJmzkRPOzpRD0Wi//DMigqnI+3s2bOtqczfibd7EWm58qqGl5FKmgF/+iCePzY+LBD9YNdPIQSsVuBAbeab+qfy5emk/A+FB+NC3B34/1JSAlzyzBc1eYBJ+yisG/Rku4PNL3u3ENjmo5WOrBx4wMxOJ8PwtblzQ6gUQnITCKW1qrStq2Kv55UtY5a8Gqh7CZCL0/ajnTqMCiq1+WTSXsUU37tqx++umFQ5eCVZAgWRLZu3pp1HmcDUSoK8HQ8q6awvTg+ucp5QXrPwSFOxo82qiON0P8l5yGxdIBT/Pio819e9N/PuJ7Q9X/pE42Q2f/C76T9m5yJ2QhUN6cr0OF2tVN2nM3hmfGZfcO1LpPvZogxFWu0EhPr1AgkZPWKl+rMlzuweRqzd0o3rtdMzY0GE3Jo8oLYUvv3z8jP/5lLFggjpm+z8Wpe06SU+pgGK/rPACNkMtwmw32m/dlMAUfGhHQ1R1SkQg4R3kxw7S5MbmcyYkP6y5GW54pUm5Yo5wPvpNZLDfH/blkVQM4U7LFEo56tsOjWT7gKFybkhu/PEzIBkIeFw5Csy9lWyqCMYYgfNa1Jmj4KWTkzuxIIrzQAoqoK45eNormWT6ewTptY5JBSYxMs2MRCCdGJKl5KbjSgfjW8dTMIr2EjD+ALXP/1v0NZNs4f6SZXFMHFcVMTVE2thC40CI7c56Ffq6nFVFmGK4Z6uqJwlswtlWSKo/O0phfbcSfOaxUvxfShadiQjoXCtp881knfY7A7z/GzpgtrDYLJJSKi+b7lC1r2M1xPIeN9QoJ/y96swT/HOIyTX3r2Mrsb79hVT33MGSGU04xFptKfvMeMRtZXduGBsGyuQTFg6vjRp+/oypac97+eKBieu1yvSnSJ8r8ZmruWrhFSOVcXLgvGT/AkXlECwNL1eNVaMTkPUyp0WpMpibyWXgouc5IsDBMwrIznUmASUdhInS8+7DXcvOfUjyDVoWHBNy/ldu+jY/4qm3IZ8h3lrjX0SPsvvu+befvy2Vl2Mv2V7Sq7vSgF1U0jDZpll58Trxymq8/AEbWinltousY38Ix2DahTeGmNJhgh+ucQ3Obc7qcXYlKvx2qoNj6+LHR7LW5BOjlJ9+t1ULK0WJ5bjmFHB8Q3cplWtYRACrmOVQShbMQ1Djrx1zi6R0N4LRd+cELrIqi9o1tJ7wrkGRqUBk7/WJeKZvWy8p9CIYZVzpmXPm2Y+PR3uHMuY7xunaB6t2/6riHfa/x71cyfsLetQ1TD4Y3CUL1ahwm5FCuXYu/c89TW0GKDQ4QyXZ/Py2ql5kSAzUuLt0NwDUgSXxtwK3i3KqCvVzWSokwTqIahi8m4n8HktjZVLlAS3HCG4dHViAYj/SQEQ7MqpKZ0/bINedSFdXbkj1m7tux67xrntlmUYSy8bIzJwNUY+92dk8hDG5eqybxvRambnUUFocS3+/OkkzrLOv7fqvIP7yHf78J+3cXuOtzMMKlwlU7leHZFnwsN/2XNi+U3jCtR5SXjJ3tHP+FwftK2XdLiJwuFkzWS74cjAEz1qIbbm801ppSJz5ya1d8xQkfY5Afj3XdvNlyhxQeHpj98NbNy/urkpNZTiCVChXA5y7smjAqHXl1ykYsodz1XO5vMWrgQUaMLs9kd+w5s/vcfS12UrSU1/hnjsyNKSKk2D2lvA5oWlwv0OOqZ7i1eC9EoLIQ4/63Lokxjvao5Ub2lVfHFPQUBlSHC5mMauQpzIleLIfyJovhKqkApoPgu0sZC73xU6Rmm6ev13HRBgVObJP+e/Oxtd91u0jhohKElTucxLC3nMr+Y4Z5LwSqvfRM6Vo9eSmIG1qOzl2TVhhLKWZu8ZVl59FDHt/9msT/Kdu1QuDm+vFy48vLimQa8mNEjbL1xKdhF0vRcSHTqbizRTA3ynzihi6YUA3oChh6wdR3HiwE50G9sOyGRARLgCL3o7TyVKZSWg9+519DjAWKVRzNZlaR+D26KM5aPRaogJLo02iRDIhyiqOUSeUgvI/d06+Vl6dEWfnaOTMTNUt/O8pFW4vSp2rWJxvBoeaRHv8moGyAoyjPXrHWz2fuHjCyfZvkyE5nj+EIhEecJT1PTNm1RjZ5ZGWImO0MJXundMbzvmebO0vKE7+p1VQPi4uUt4eBuZ3IUXtvnla3jjaQIr98P/rQZ2DTqFAx1d5Ff2/iC1jKXQP5Bt/4jx78Qidy83iE8eS68f1Y7MpfflVA3lqjmjrvCgQ7N9EHvanB7PwS0sMKAl8uKxEZO35wqFopJhs1AXIVw6450bW02KGBY6xBa29lah0ofsuXjBhsmKREWpWjhdLyQKDfrlJ0G1yBUKQyY2UggWYb0DuuJy2nkZH7mfzbyCqXrCXpkH9UoHOoObF9/yxXt+rrrqW9+YuLkzzZvhrckka6wmEVxLdj+JXD7KDcxpY9qOja7ZfWdSI9g+4rG4LpZ6nQgPACnliWi+Slav7VtszNNVM6ciTtc9V19xEYu3Wmpt9p0sVLy3cU1Dt2YSeY9gtr0yGHQRqX0fBnImmTV4ddkn/bEprPJhz9UHe533OZUvjBx/dvXW26sP40v/hCVvSmXONNy00uyQPcK757t3FHfooRztcySDP5lypbaiKDHir6rbJHgh7c0ddtyYJWLRPbe8ZBWIQMgaymTdSOLIeXl6RiWZZL54o3FyGbJDCHuE5Aao3uLVeVKpRDeiGBrlciZxI2/L2SuJYskNdI3pDH0woJc1UL6VklKVKwSt7pRCkcAGpmPD/6gs6zQmFN9fBxX7aounzq9zaaVQ9mCQZIS+feeYr1J6C8Zzn8VSH6BJgS5liAUcpHWJSqNRCGt0RvV2jaUYSO5VDiur6/XfQn2LYE2AHAvIDyG1Q/19ES+8SWyefp6+o8luQl39sIpO5farm5PZ9H9TBCYkOQsEVwLAXgoIxG7RjfnF6PJdKH5oc7q2FSdqGv9N1O/e8vwwwfBxcBH12XjADA49OVja0plprJHN5JTMHkqLtRyPHu1UXMHQ509rf0P7gUGr5Q9YffnoW5brbw2h2k7ewkyki/oK8FG/7JrljDdnK2qWWSyGFzZ02ct+Wm6zv5+JjRbpRSWlHYtloPg/TbNfi9xOUmpFUWtEWtBBHhePbeGPPmY/dbrN3UONbWpN3012rW9e1hUzbEM89CoNhwtzWYZfwgHQNNn7jnoDJCqyeCMpcXSTJijVpWmGxvh8W87iBao8Ft9LHkf8j+nEbPRUPoQKByZ+bAk7h9u2yaBUkLO13dv7Ry/sJojGr212m6y9Mmnlb96jW4xSb+dwDgYfFAKEHL7HIXLQvL25t5YYv2na9cw8wRhAsl8rvxm3UhQZ5/4rLNOyZdO9fGBcZD8vLTnTkPzH69yWS3lsUJ5mYHTgrEqIqIwLCCXQorGp4e04u7qm2ctEq8+sImZqeVOHOMoomxRa0NsHJnondJbjR3rJYZleQEgAGD0/E1SYXdu96qxlH3luikbntdpmh/fdhtDFT2Y4F9WqaKNoAoEg11XlKs3Y3cJkuf1UxpZ+vxhw1QIvDsE5fbhir6Ozln2xb2pdSKI/FhiPfu4peu/OFn5xBWVcYpX651YrZTcgPPIjF/URfTEFmj2UtXZmCfheKVqbnALshSoxxzqG2eiuYYMZCAocE3JnZpZm4xWUI0JKemxFT2LgUJ9EiqG1vIcr6NM3Y7WJv2iuim8NK/pl0O32NE7stdvBu7dvPl7i1NHSWc4Iz6dt3UAgnbc4bJ/ovKJ/jc1lnBV0ZtmP71r23cdduZnP3PUxn70v9PqHRh+Ra5egWyDcv7cY9SRz1aufacldUq1E6rNypsfkl98VazAPS0v70/fuKzH6VI4RtVLWw9oVAqHPyCzNnRY7ry16qvhwi4VQonCRqjyyF3DE/5CI51vZIARBaXurtnnJvA3Z8o9FPmTXeh6Y+UPNzmTTtVqQB9x2zJbXsxfDabILUVoAb7zhDJAmJTUn/5e/vff4cD0u+df+M33voD/6RvQrh/XmrcgAYr4+HKodEVy9JF8Bd482Hf4CXUc8ba3fHT1UtqM6BocbSqszvk7VE0f8rmnwcG7GGMZ5JZV+IJEQWKjRstGpVLX6nF32aSiXk1W92lVKzqobXbWd7Wub8MLAqJIB2J4CZUksWrams7Z2ZrI1LnEUr3Hpi36bExtWiMU3/81545Db91u9GZh7BxzqYbM5KVOJQMhMA1ki04/unOHkq4WCtnZGvryWnnrDmOYwhAWu4uBP4crbXlGVlk+nS941chwj9HQpW66lno+MHdEbTQ6zSdD/OUaOhbX2ahKs5ugTY6Dhy25P14PWvQ4XcK8ZGBsAt3g2x47HPz+W4MP7Aw+P49oIFt3R2VmosYmtt6mmw235c8EAiSn1uBqjtRzUIXDgUIoFDL01CzZsi4mOU6h4QUiQuK5Eu4mVFV9NCElS0GiYi3XFHQ2nYJ9sELAWVQjFhpLudSnNOLu3dYyp0AIMDYmfTmZN6eg/lZHikKnIw3sc+0NydvUzJ98f4Ij8CYPhX48QTstNToflYBHVcPLqavncEIvIaMapLcJo4iNWJnl4xYLIlUEo57nBcqyBawUxGdmVtogidOw42tSep4hNpUgpZzo28F7A+iaUKNleeLUnvbmyMKaAqn8vx6qWKkx25C/vpHe4Va06alSqqGHGI9RX6FrMKplZP7ZoO+TqPbwloOLsdl0tWLgsd9Q9zxqQkAFQxox+Pn49Bo69EP+bU3kVqm910mOtNdWiwW+mu4S8Me7lJm0ZCNIcseOidCWpXNV5aFN9Y2p6K0bkMSqDo2aXCoymiQKXU0HHWZldOF8WEuXPBokI0osDQEJ9W4daVbz1aIvJVVlU+tWTt7/VOvS9843HZIzpwqKJlKg51N6eZNr5EQJjal8u9dKnybA9jcq5mcMkXh9Mas5utXxQlWR60hugc+YT+Ln7ir22bDWJoZ9kqrbCHweJTLyQK4RZHFaYhBNLcEUJGSM5yt2br0G1xosWN5abDatKXfrWxaZdI51DDtYshEVyuQmIyVajWpVmtMaEGx1uSAqNGJDNhIiGygEIdrUKvAj7Z0dTYUghrMkgeJjc0GT5DJBLc0ehE04KpndaH5XstN7bQf8j0sS6xN8LXis0PiUlf6nIndJtynw39OWJ3iVH+gUlnem/ufwU0/PPCtq/cc2vvCPQuRrJ7MgCjZBnzhCbN9OYq8abvlljX23dUSpo4m6Vo4WS7VCjwEKJJM8KzoluHWEmN6AN5nViQZfWtmIcqwAwMjRXj5flT9rTDdITbhefu6aZFTCOzWwP1s6Ln3/37/QEdSso9VD7K1cYVPatF9l+22pcrFQzcucVAWRpz97mBfBI+E619Nyob4btPwhY57kZIVYDWq85nr9FpXV0fHAxupNYtiU8VewtFyumVpI5Ux9UoIgDRzuIAteLv+XGuQBtrWKOqEI8x2GUr284Zfbm215h8z5Mum1LJHTOh8ii/OMmBQFJ09nU6jaPFC60apntDTrGytDTYLXd6rhrAd8+ez/fKvo+Iz4Ak/Nx4r3BtXRTrFXgvlb0OUs6LBJ+1s4VN99dW59OZUn5TLRTDIIO2NA7DyHC1S43Dit14mR+g4+2z2i2ZLLKONznNT2UjhTRZkjnVsaULDPinQXvU8ZRdjKPBdQ47kUFxcxFbHtC8PHv/2O0aBTlxUVO1SdniNtXAZC6aK/feum0vi8DtWLavLyBlSF0rc/2h5MpS5Pl5lyEeFlEua4PKsDdBXPZc/nAUwWmVogl6kquXg03dJjr6uABJIJ0cYk5EYJToWqAhIZbU1X6yqJLXHl4AxBTl7IWIxqL6ZMQPWfjphJgP9qhu/3WnAouTXtXHFSN69dUEoqe7dj6XImk6h/zqXNrS7U7Ftbm6xuhEw7y8m+Wia4gSSW4BhIaACpIfQuPfSYOpsTl3mdQWfFhXhED6zDpFhu9ubte3fKl/3+dDtRPQsbQ7SxdC2UDPdKQq2JqFxdPnTEvrSYu6qAt+SIh0guuQb5ex04DypsfT2R722z1RneUEK7t/TMFGK5lciDjiYEU+fKGQvXVE3xEswJQLT8WnTvBV6VHHagt++6Uzet2Jgai8HanODbodPZ65EtKKgotK8vCT5TS2snl5y86NbmlvbvY1+7wqbWVhaMDhEbeyLa/eqs1GnVqWx+olyI8pIMMATxtvYpgUBkV2o6W3uoPvjQFvjkeubCGpAy+hCZiIYtKoLlI9KRrvme9vyT28aWJvV7L//p40RkTv71JeaDWclwhzWTV+g2ykd7dCJTGa+TOkfjK7D+rCMRLteecdJYCVZsULWKlyS1hUYYTSbhRU/GmtmrjXcEKsUwmFIhRWNtyBspFiCFVl1J6iqr4kI0U2C5xjwjSCuiguq7DVeWETq+juFqS7chlwG4Toep9F1eZaJWYuJQpx5l4qIAgwRbHkKdEW7YGQlvYPW417m1Wrs8Jb62CBUrdVJFFNaF07XqvXrIDL2xpFt/TIL++Sn525cxdW3TTMuTV5bkLcdrbaxhXPNk6L9Wyc4QMrtddwll/vtDtJe+uI7u/tfm3m0GcSqB0T4gpFTuwkoI5CNiaxNubLNshOlmC6Ml4bV8NoGzKC3jCMx22uy7NcWYvvzKxzSp09zTr8wHajNZNgqeeOwzm1Tu3M9utv1rz+b2H2UybajxUtqYF1inw+FOz881JFEpyrxSQfTvWa3C4fxAcLK7ZGCh9LJUT2CCO1XEBtrxS2FlT4WeuzBRFXmVqx1Uoh2oOSfq1FxRo6/pFXimUPdw2EkO7eyTVgQyEk4aXXaKqHAhX6GAKLJy93B3Hs5U3/YhHK43NRJZgPAQykL+hYllZeE2F+s8WKhEyuFCpUw4RF5me3T82pocImpTZ4DXV86QVAlqIEaIykCNkrwSqnP+nMsNezlsOqcobFRRzFSiLKn5eKGiXqSgXVLEbNBxeTCfCv9YFg/p4W+TlWNtNqhOKqNpsavxh/XKOpPKrPLeoLm4zfHd/9j0txdPqNQg8U//7p62nEWZyMw+eGDfxx/4tz8ycOOFkw/v2cWGq2+vzvXtv41HKdeg4dpS/J2xBLe02vaZXst6KRtr4YplupwY6dtTiqaStQqHpUA4PMs4m0gpmeCKXRhFaIqgHpbLeVnkZAztc5nrObJRS8t+ISMXAYBxvq8LVVEMFeBxTvrRVEYD43fvHl6KbUxybm9X68LEopkkbZ2jxcmFzQSsH6WkSlxGtAfa2WwwUfcaOv+rd+LTr8IWwEsg2gaMrYOOIU0xnxKvFtqG8FXJMszbB3c2hm4UNDAcJpXIxmJfvDK+ggJnJ37pmr1drqxk/6NZjuLa9qVVh0tsE1MXGsInNbCdgk6k5EhS+RUTM0zhfpMXKiVD4TQqVYeObBtbuEjzDlXznhOJ95ZjmWG0XcubDDCsjZzgNA0Sd2vf8W2ixPKTrac3glX/brFxhwZf3O2Fd6MJTzm7GuRj+xBsq6GWgX3JALjLS0TtzBszKLsOqRW3HfKQZLO2HJwQiCc7kPhGhkkxMIBIVOYkiBBBl76mwfTp88ktDlYXmFsNzZNXoEBDCvuUjMH4to+x6+xQAa5sjAHl9sFaIXRg58LyHL24dn6l/kpY+s+TC+XP4Be2Obz9bdHrpfiQMMT5Z/jSDV7u1mKTBzFPlXfpbbXKwCKr7IMcS7yhtMq5CtEEmt4ZBY0EorFZKjnLpbMReVlVY8oCV3N5BtyksqRVwGZMhgkjoqmrHMzUjKnXqNWrS+E6lCvD6jy6ooNavKwaMvV5NDuduXNpjKBUqETSVAlbnReBis/vkNeey3zQSHqXyS8/dBBfrMDJC3+sHMbfe3XU/kQbl3s+RmFP7BGCa/9NZ78D/ZtkPpH/Kll+VgJGtV5zStFVhFZyc8AENTZR+TNzVhcxcq9asRiy0TitKYRC6VgSaFhIo4JHhx3BfEGXpZtbpHWIT6yLVk6o1sGjd0PhPjj6YmBtOrn7S33LK3T2+VmFCLt7kLxAPPuMTvnVL6lv729/7nqgftsaoiGwUlqvMcg1aFb4hr55DOqLkcm99x+ivS4kzsnkCkSbEcLesCaNJKKpK3vv3VK8tNHZrVu7uCGT2k4l3hDUrcJcksjfrlVU4kat06zRwec41R0mX7svfm2N7UCQkgnJLqa5Zl3GkbFrOw2HNuU2JmshhHB0IkZ/ZqJWKwPXYA8q12Rp/IXqqKcSJVWlqT6LsKRkVww0Gi0rQ7LJBG6Ng8h18Dc/wn3GtCmUz2AMgknpBtir0o4M6BKwmQN5zAIjcKEWUkKN9hOFOC6md1Lq+z1qUFBPKORnSwUjCvWp2AJTn4yVmLrcq9FLvjKAuS+4tIdgKmO0e8qB+Bw8nqtud8hTwbCmBnWKZa9ejMYDm5QN4d0ru3baERA57at+bsCb45j5sTn8UAtEKQdSGm53y/S5iaVaQU0zEi1QkNKiBivnb+pUDVaqVRBFaqmMe8QsTvsaVVTixWJFrPIYz2og+v2z4/sHlHGgKCeKzQJZLsIkhlWigNbLOjVWwFGHBr+/S/dxemMtWOs2ts5lVjqxUkBEQX4qXZVHhxTrMzJQAn2TdOGNax1ei1q1ZUeNzG5tHovF0H1Os4YhEtXYhaSGVhrvtSxwja4sw+pMpBwPVmFtlhXXfClULGuBirIMe8h2faZZwec75Ds7LD+ZoRtY3eZVvz5T3ekCklH+W5ThBejQl3p8xxd67BZiboNqdqlZBVqnwkkWrds+s8M4Nr5RorVbNfaWMq6Db6VBQsZ5hucseWMJ80yIvnJhQsZicKtGjOwwKxrXMw07DbebtYPqaphzlhSH+vUm3EMmb70Tzzts+11V6W7F0sSls5Oteu7oI4PuXcr3zx8vNNTdLtIfZYsCaLVbejuZfBLONnKD/aa0r/jeuK97lzp2KWlxawIz+b6DXedChoCo6OeTDsXsyMX58oCl2afF5UH0296z1jp18kayD/njt8c7u8gcrwrFeOmBxulTxfQgqGNYukD+lsKyO7z41KFC9HF1v3d7lpxM/pOLHceOMHYV9L1lSJaoQq7NxB+ARmdkfYC4LhodGg0BAgApRItirgZMGNmi1UQrvkq5VsuWYnSn04CoXbAXFmHRVxM8aRhZXwy1c20FcVmutphVocwGyRvKPHKU2Pzh+rKsrha1HS1R/sIljHWWYb3Lf/VC816XZYzc0mNY0WcwWKqpI+DtKfDuJhMq4vYoelv6im6zZpQwTYeksJMeq5lrasGjLy+vnPvh3LeP9CHlYCxZ5NNgaAAmgZLbbOJoUJqkvbcpnRry9NkUw8NdKlDZr5j/VLtqtkbvgyVt5tzpPMHI+C5abcZ9pxSfP0RoP/FHyLqVvpBdV6nXS2dhBTJ+hj/T9QDWfWJ0NvKxEMfcKodtD4M1qiuv1nmMNzXvOuKceDsW0XlrSK7ZpTMzomRikkJuyCM2uPYqSHGZWFjCTQQVLmOfuG2QgiSZxx7eafrneFTRSRzVKzVrRS2EVdvgC0xZkdNgVl5M5HSo3kBi0c7V4pmahMPD+7eoGk5UTuVMnTjruZxP7TDkTZXUaUwuyMEFHjQ+rIGHLAA5A7HLWG0bCV/J1tQcl1U00AYlA00DM4QLPqMlES9PxiNpwJiAbVN0FSWqCk5TZA3XlxU6qkHK9S8jeB8JYEGX2LBcqTdOybWBuvyzhv5/jKUfVWpvwWQLnG+tpJpozkuB1ZCcY2o9BzvDoThcc05M+Q5tappaN+1kTCcWljq97XOc7sbllb1HOlZnC9oDvU1q/qN3r9h7daSkEmrFOEObXFqYD/Ba9qpPwHFWgVNidTVRNNGpElkRCXUlEq475UoNpZMI8pcjwshm+mUZnzkHBUOcoIKbKSBBxUK9jlohXgY1BJ0KVqyQvCA2SmagYhL5daEhs1MJhrCh1Tza31lbWhV1BaHMsrROVDd4AjMJesfoiGryrUC+KqqdJe12SqtVMlcTdpeq7mS0JjxHQ9gu7MoLIiOK9QYY7PO0jVhwg/hVJZh8SaKcxv++kGtglSErGF+vt+rhtbg8uwg0bYpN9+B/n5wZ/pLi0ejG3qhwfDGsdxnLNaFF9uap2kdZSd/eWZvOLNTmS5grC9cXBMrd0LfjWTPMpdnuJBOVNyXw+7xdBV/p6XjLxMq3gd1LgL8muZ/dbjo64Lhmap47EVH2+IYOt9AhU+DyNW0xmyf0I0e26Qr6E+OnzOcXBrY65lbxYCJZ40GL3tDVYkczJSwn2QhxUzNzolJyM7xq0VTUaTCABuvVJi1hhavFqCjs7JnJGtb9C0O35bLreVcwQe40LVzn+E3Gc5uFrv/Rf6mvtUub2fVeorgF6/dxfh95tNAknNvIfkee7ShVxU9Td25j3xVuFYCsMaP7swOvOwJLsUxGqW65C/x9M0+34YsskIS6uCJwGltNa3LwOQuhxhQVVqXQaby9qsVFyGE3KhgpGklUJaR364AcjDroEnpfv9e+ya1NXv39dI2T/Botni/3/v+C4AS8rfpAEPhf75Se7tuSJdmyfN924lzkIAm5CNASPqBQCqWlQ1n6TTsznfZrp6XLznQ77XQ6bWcZ6AxQlmF7cYccJOQiceLYThw7tnzKlnXf0pPefe/vZ9f8Oq4OzZmRbtPYw/LkpGx4bSd4eKLkNVqyA5s36MEWHiyNzCYLX0C/ogmDwitPF9/8ybboz6ZuIQ22RDjZ1FVhWsmd4wjzpqkF67waW+B5S1fv9H/cUEyqPxDPBPXWB7Vhkcuui0aBvHaZD6OKtMtBKTI9AQe7sC7n0OTfOLpOLquezlMvnzV8M6Ir8h0ySN8pVcT6toDp+H4lftoYHEET2fXPbyS7YbSIKS/tPnG9E2Ti723fT3ian9qIpTPVxN2rtAKriNtHLMd6wpGtf+c1vJmUPW1DPT1WPbo4u+pEPKtlieHjI3bUCOQBf6eoZlUEUgyO9iDRrEmXbuiP7e5erfDfuHCrGydKki0BFwdHHNkSSW2ACmJuNrgyTjIZF7AWX3fIbarJZUxAaEktzpQAe/knf1/+u5V29PexVbPhO6hwqQn8246W8wUt94KhrU0ENpP32vLiAlKQHIqO5OxwLscvFEqInXpODw7riV9D2vPbmyoOd5alVtgULSRQnW3MbnUQGEx3kiwWMoo1EaprzJgOPwbweptZNZuOlyv/M5OzKdKe1pbH+iE+4/zV+MJDTdrZ2YX7jMQtIA/oLXi0cGzQdvJKKuR2BrO6j/KXevaFU0lIGeinx5cvc8w9R/zFiQVR0W/wIierO5yu6Fr8tZvMk21sMlrvecA5EVWt9Uawx7vGsjVICxBKIRuz2MUxk+lXl8jaBU0Ewp//F5j8SPvPRZ0BlxRJGxzQ6XFbyIdOx4RWvfuWmFD0Bnpb067Q5vnPGAOq5+uNI53I59OFe4c1SEBNFrg7FElurkiCBD1671OHu37989MOXKtvJaobNFqSmvpha6+dZKhVnD2A2Ez3Bq3hXsvM+vzZjaNNdsPToZsfr+3T42ej1JovhC9mVwr0gSYwm4I2SpqqIgt1aOQ+X5zTPvs0ceC7lstXjfpE88MH83febuQKLEqgaJMfX2PNOn8XWphTkvtd5hwfIMTyFuAZcnt9DOqkHT/Utku7jeDaRfHcdT06/tdU/7cPtoLGMsyjn0+qby53mYddESUnfq35UpjLnFe5uM1y4CHqrb8ATqEromaVqzHf8ef9qZnZQiaj4Tqg1+wG1FRnBjEzaTLHypnT5+9G+p0XlxDUTPR77BP5At3nipcMQ9JMkoGHC65JUoFRtl0iqoladjM/6jE7co0bX269/sSC4+mhf7y24YtUiu8zwSrOTuj430RKVxozn2jY/wYUagSP9XHHNJeIqHrKwzKpEowB71ofAB/Kzc+djKt5re+7WtxYE5qhFtIaDJlt6uJKtrFSQ9xICJOdbd3zH0SFYtoYMG2mJa0J202o+mJpHhfkJqz39nw2OlPcig77g6cBJC/HOxwRXswqgR5DgDBawsuTb7+xceqBoS/c3Hzb29pHZMwSgRHnzz+xbfbd/yavhpBnS9rIou6FLnak/1CkvOXPhQ7xdLLNP2i0Qp0im63hmuJXvTnutlhOzuqNQDi+13rPM/dCK+vsFYVZ9SgsnZUrYeX+rTZz0hBmF+75fyB7V3lntzFyAbMT+t8mKq4HhnUFQVDL+W0dLfdsG6M2I5LtlW9ef3/MGluulOOqSxBWAfgJfLZLIfanGtE0ihraPp9IjuwLcIIpF2/QdEM4N45g9YnK48E993QfO3DE7rMP2sfPTXiGvYULia33tS0uGiETyhKxrEDr9bZuPSCXcnjf0KakhR8irl8zzczlvncgfHFVWajAo56B8bmYpLAVWPXXNyVZxQW92TnsDxqVJKmwAkfyiIfL5J2oOv/KbXDF+MLPZUVpe9ry5ed65pH1akagbnhZpySFfciVhg/VFyhVwwmjmWluKPu6XHtx7L0l5PuVuhl1mFHhV9OpsBtzmaxLaloFGDATCcheUsgSpwQlK7uZrELgyW5/WOF5K56n9HSRPpOm3Ir2Yl9bqCWcPjHUT0n9G7Wp3AYMlHFWtqDY40HLn2qGvRv8NgzucPmWK40AOuBFfbzCpRdumz021Wldml2WBXNZETlWMGvIYIfv1IWJsTZyZkEyb7P98Y+TDQNaMvojIPNOVByL4EZCraq0JBkqFHr0V1vxbtwDmV4nk4v0ksBpFASSDkP5AtwFN2zh7r96ao8UMsNvnitsZgI6q3Guk23c7HHTFGREOZOk6EG2AUtIdoZcBnUvoQ3vgfL1RD0pbTnec/XkFXyJtW4xKzUk/5t1YatiHnaMhXINXfS2zZTHv9p49uHIpZe+u5v7I3WjMgqPLxEQglB0nlPJ+4IqY0JKSxKG4rOsaNtlm42Tbgfnesx76v/W9uwL4/e20POXeIzqabcvrrKzl6b0CN7cLKXvIE5RTtSdO1wQQaFlg3KFv9YruBHdLtzeBG+cNhUE3rE71jBBZF3WUYW2cJCa7Y9UHa9euja4+3bi6uKd3l0r+qoZrUiW2FTCtjNiCtirp9ieA/wgpKx9Urpdcbf1Q9lKoZQETx8aolO58Wm21b3R5TN/UhNrMdYRNI4vxjp9gwZR2mPypaIVtDugVpaytgRTySlAMdbQ6VkYs5u3zPO/juXbbpAWTPH0waRkTDfZj39amZuvUnv9BospH043/6LLb46pgFpdWVfyuvp8OWCddkpTuqy5i9/IAEv4VuPquyiu3Gm4FyGppDYYe2C4Q+RppgDKeWczjlkA5vZidE7rayAAnY3SERvuMOgXNGtHxdRiMkJVqXVrkB8MWFsR7q2snjMHESJLpZsCzYn1YVsQv6e7bWJ5FQD57N1zNqfLgXUVrLcyWp6J38FfMTQfQ77aoXPcDR2tM+PPCv9+mSNB0t1XNZSMDFduzzBoo8W1lCsZ1qMOzN9h1MGiulR44+dXtp380e3S9/3rm3c2WD0NZm1KY5/l9X9/0PUvZ6wqGPgH8NOdYLg6+W7iYLeqdBnZja0+5HSus3lUf2O9DpJnb1QDxl2wBJTFImRFdIJGA+qfQb0LNx078x8/6usV88Ryc1qnsR+/t+ZvabWjRjIZBSoFWkMGT6kltrb1i9/tCaFIvOEyGPOlOjfUdOmzu3sGW/jNVMjpycdWDpt8C7T14S7M4rXxJF1YTiNaGfRDP7iYbiDIl4zBEKkZzK5JtFxOlDcbirSrpdvWYedyZi5TF7VsVshAFaTOsPZHIEr99o71Wdmk0xhAlEp0M1kGYKdS6wvrFi5xhZsUhFcm8hJC9Le6oB6r1F5UEcX4ZrHqsYAfsGhMrr9eR78+qjcOwOm8dXxehFCNgjE8Vy2gbA0xx5hbQzrdlr6wHsbT1Q5EDy8j3tMzn9I6eSxiK3Q1LXe0xnN1J6+8dIh4/l34XiO2QgplVvqYRmWcqDYZo0LVEWPjBGMTSTHDVBqCx2dNLlKcxrshHyIk4gjANfnV+x/MFZfHntxz8p1P7SZdfYKfE9S/CkD/HU1IBdUewrAMcyUJtw4bywzWNuZmQtKdJeNo9+YHRztGNanztdIJk5Q1bjG/iFaODOhho9EYkDn9ji89YE4W3v793bUPy7wi1wwILDP5PGpyIIisY/V8uYY+3u4ucOh8ghbXV7fv6u9sxxbudBj44vypOqpDXfubfc2KzEFhsnGyFyx5GkD0gz2RfQPQwfeY1hs6w33+07daEHnJW69WYSgNIdMZHQPQiEezjYXJ6ZK/XVfowMSbUsu+jnV1vecyeWN076gnt56mURU/7LRHVT2kd+sJPkPVEEhkq2RA7WxVRYPbiCJB2bAzWT+vkZMMIePVdZPSslVisVzJairKUkHPaO8khT9tSWM4+sUgi2ahG7TP51VbYaV4LSqNdH3xGe+EIOUT3BavsMeqnIzWJFl3oL1Hiattgx6Pkf8/k6VgTTHoLU6jdnWzYrEQ9UxVj2prWU4mk9dLOM2CXmsOL9R1AJ9kUCYlMXblj1WubhIeZJQ/e6X09c8jPDH1Yb2XcPoW0fJOrE7NwxGOKtX/x3UQsICfrqbfWQB+w0Yrv7IhnKsFOm+DTGeS20QtxO5u+Mkn/XIjxymOXhvOIEoWkI0y7EJtIorbHe0yqpXymek8WdYNddo4WJfIKj2RasBnW8+xUDxTwvUGAG2P9K08FUQSptIsaSE8bKm6t326rWMsl6x+46WXyz9IpOLFr+7vyxTAMjfTKHERb9dX3jq6uru+S7zY15cZlozjn5vWx/3wphiEeSRYYGzU/B/qG2Gn/XF/8EI0e7dI8SUWVWqcphXTP1766ffa6PjQw7XRTLs0dQkTHEXfwPkVUYNeBQA7rl8/pSa8okdePjIg/fZTi5PiDHyicltyO5yCofjoEXubqr78IXe91RvKmmGgGRHfL+V5muO+gcibqMKgCWfAmatxEocsbkbNzj5dSzPc3HUQMwoHIh53uKfdPIzrLoosblIEO2yhhJFDHfR6BQqaK3yprbn32nrhwH6NlJwSYaYI9PxcmhHMBn3jRw80XZhFnH5qjspnU6RZ1nGEgc5XhehaJhJpyLwSs1loGhg3nVweKUmAaTR5mY2HTgPkNa0hAEbQfVuRAAwQMzaTqEgFzTQCoXekuGbxYO4dOy3+jemNnDTc43giVDs1BX4JNSysUgDqf0VtoOz6TnvWbpQtPEoqCqlSAsuQOmOnajYRygZN11MmQiENKQZyrz7S6thiQqp926dJozU1MTeTCFCWKzYaM6JtmOelna5nr0RTCmkXK6fjCKtBn4hLms5WQBhSVCocC03VGVl0OvFlmmE51gDsk197an7jXLm7ff7KnSePtL+/tlZISPdtRaZg0Ivwtgcj9Kn4HQm+29Dt72id9eg5ez5+Jd/Ssj1RK3QvxWOHdb8cOuzIP9pRXXxjV6t5qRwxd9tkAierH46v7rIZ+L/2HvjOtyoDidXYAtNnwCrsXtJ2VSfTKnTCi95eKjGw+4lmFe7ColNZKVBy2bXYKgxjoGUXAA5E1qOqm72i34PfnTxMyZ/Zi9oXblVLMkCAP6s98l42JujzNnTNYtKVGRl2WzF+eKt6vtvVeofas8NAeWF2Xjb3WJa8+Pazed9w5zDS9JnXNQZnl+v2cyk2D28eVfRbgzhGjCznlsJOV6eOVircBB8o0kKN+p3bFtcYSaZ0Ml3hECDJUpkuuYVsYxQoVvDxZ0B82qH2PHQGLciqX51e9plTJcRp+NHXHRN3o2cTLQG7u6Ups0bNleiuXtvCdO2Z+0fbjLl/OVMK5mqPtWq/jQrPj+p/M1kKBG02lV9OZhztoXqpblerZJyIwHh4sP/uqetNitjI5MsNzgrr02+lhB5snjG7g0Iwxuq3S3tDhHFc9rU2nYxXQwaWBiBbQ94+BX6xoY1etr6tgUFuTQBn1wF3/wAjjJMdJWCohJR/HERwYP3DYrPDnkVVYl2UqWytUOt18kULEtHL6ACxeKXBFKWRvXrrIjtVEh8d8hV329eyJS0qu7u7Qt8Ku255z1zXTvR6KSOuC6keDMvllPyQL5eRnZ5l7dWVL2/ZdgeHV1c+ymo+MoubcPZbx+/tKd++9+6WQO8h3dJf/jVZ/0GZ9twpQzo8wTqo6ylFBgeefdHUx+R/cbH3eAe2z7uZSIiXkwAA+f0/pUIr7xeLf7hUq1pGmrnefGMyvbFzGY23a1wCVJ/aUVvVvRYC39cdHX1jQ89u1Imj6c5DEnMNTb5Vb7aK7+TIGnsTAdJSVgrxwIHBtMhNAvjfEO5l1DoXY+OyYtMPaNSC5ujQ6FucWnegkEaC+jMu75xw8Mdf2mPSrRYEguV4FJjHXOSFuLi+mRJdO4L+amypgHi69ch6Wt5ug9Fw2I/wJ6Lpj22lW9eh6XgyqiBBnyVZwVK04nKGYAraHmRurC6wuWVx7yNunkGQQhqnWqsCAoBbPvicnHl943JD5oACuu/nkwAITgAKnDnFYx6pnF3XVNEcMkY694eMWmJ8SfjWoZBFLEwsELMM+YSsZoI4klKdDs5ik7Sq1S9a7qokxgg4hpNMwWpNmbvGJuN1Ip3HZDmraR6ktkPvC7Q25bYNWtoHD5LMf/3nbJViPKHAdFa/Utg4Ejb2fCX4+jqcTK08p2KIVj8OQddUvMpQkNGU3cRtQAEqiRAyS/Lb3Vu/fqzpaAu0dmsy3dTii1KwXR8taiNO72YfN48LqQzdiyPsVL4piF1blR9/vG3VDYh6NjNdpB+UbNhs/m5DbdHYd1u+80rhREu8/cfPpRfJ5hq5SlqostikySBQSBUo3WZtsjn1yPhjhQ+2Xn3tHM2VPlRqQFUPOaGcKNTCphGe+/W85mpkjh/vrecdLza0b3I1vYLhlMPAkoIDEnMCqTUOGRut73E//NP8/Nf/9tnQ3y5v/KVz12uXH2vMCutOQceKZgzyNWniwCFdFRbd8cqohWgKqHdnScf+AANo/7+md+0cMOn8sxepHSZ8mgH6QGpMIdKSMwFJsWq1mm2IELKUTZ7WKALWWatrkr3pa0fG7uuSX3hb9+IqQAyGpwMjWKUh01WSUaoh8PtnDPX9PNDWZep0Ffttt4Ud6A587uDB9TXLRzO8kYZOhJzJKj+57ILrKw2hkq390/2RVgy/VW196anOc2evvbsoHwhV37ijECYE18B4UrZ69KqQ4Ivs4Rd2E6ilS41se/RAbgHvAfm52NoGApp3WFOXCkcIcebdGtMMox1Y7YLg6kcpk0E0yeEEmq8izm60G245czG+r2KuyhFIl/5U+50ExrdvC+CZfP8KVrkrJ4nAymd+xAy67XYdJweyOCuWuHqxOSKli4LTEBCbTfFyCqKY7fdAq6sMLYC9D0BVrFG5wBotyND3dmaj9Zsvf9zqcZ148WfByOAPP/jZ7+bhNMwPRSz1adGhn61SzZ+uJDvyHMs1pzaFtsgcgYuSghwXzgi5ekramrl1yzyl9m62ulaLF2z/cJB8iUyn7Gb309/7G5woxK/R7nsGzk8t8bEUgSp6Hsaff6hXAsHU1SsX7J3Vm7Fp1WobVL5wDPMPmUq9h1yBRzz3vTwBa3OH1zv+KV9M684OaZ9H0aP01Mvl8IDVuxcHG7omo2nMZO6bAf+czVXR8jesRq1GSwr296gfUr08r8AWIe8xNtYGbE5eDLpNgrO9r22Ws8c++sQwtkOhoqv8yNTc9RV60yYb2BuavW6o9o7uxyG4QN9uQD26+iaM7gxrPouBdVrOT5RPf3BV8HGHdts9jsil1M5e9ULS1Pk1PvRqLUFYwXK+9ks3dKrYPXPmIwrHK4jfAMR1Sv7/LqQQecEjYqIAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.025)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": 188, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.015)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "img = run_deep_dream_with_octaves(img=original_img, step_size=0.005)\n", + "\n", + "display.clear_output(wait=True)\n", + "img = tf.image.resize(img, base_shape)\n", + "img = tf.image.convert_image_dtype(img/255.0, dtype=tf.uint8)\n", + "show(img)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/module4-Hyperparameter-Tuning/Customer.csv b/module4-Hyperparameter-Tuning/Customer.csv new file mode 100644 index 000000000..883e5973e --- /dev/null +++ b/module4-Hyperparameter-Tuning/Customer.csv @@ -0,0 +1,7044 @@ +customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn +7590-VHVEG,Female,0,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.85,29.85,No +5575-GNVDE,Male,0,No,No,34,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,No +3668-QPYBK,Male,0,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,Yes +7795-CFOCW,Male,0,No,No,45,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),42.3,1840.75,No +9237-HQITU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,Yes +9305-CDSKC,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,Yes +1452-KIOVK,Male,0,No,Yes,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,No +6713-OKOMC,Female,0,No,No,10,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,No +7892-POOKP,Female,0,Yes,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,Yes +6388-TABGU,Male,0,No,Yes,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No +9763-GRSKD,Male,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,No +7469-LKBCI,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,No +8091-TTVAX,Male,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,No +0280-XJGEX,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Yes +5129-JLPIS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,No +3655-SNQYZ,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No +8191-XWSZG,Female,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,No +9959-WOFKT,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,No +4190-MFLUW,Female,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,Yes +4183-MYFRB,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,No +8779-QRDMV,Male,1,No,No,1,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,Yes +1680-VDCWW,Male,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,No +1066-JKSGK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3638-WEABW,Female,0,Yes,No,58,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,No +6322-HRPFA,Male,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,No +6865-JZNKO,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,No +6467-CHFZW,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,Yes +8665-UTDHZ,Male,0,Yes,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes +5248-YGIJN,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No +8773-HHUOZ,Female,0,No,Yes,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes +3841-NFECX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,No +4929-XIHVW,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,No +6827-IEAUQ,Female,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No +7310-EGVHZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No +3413-BMNZE,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,No +6234-RAAPL,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,No +6047-YHPVI,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Yes +6572-ADKRS,Female,0,No,No,46,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,No +5380-WJKOV,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,Yes +8168-UQWWF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Yes +8865-TNMNX,Male,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,No +9489-DEDVP,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,No +9867-JCZSP,Female,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,No +4671-VJLCL,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,No +4080-IIARD,Female,0,Yes,No,13,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,No +3714-NTNFO,Female,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No +5948-UJZLF,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97,No +7760-OYPDY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,Yes +7639-LIAYI,Male,0,No,No,52,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,No +2954-PIBKO,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,No +8012-SOUDQ,Female,1,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,No +9420-LOJKX,Female,0,No,No,15,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Yes +6575-SUVOI,Female,1,Yes,No,25,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,No +7495-OOKFY,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Yes +4667-QONEA,Female,1,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No +1658-BYGOY,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,Yes +8769-KKTPH,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,No +5067-XJQFU,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,No +3957-SQXML,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,No +5954-BDFSG,Female,0,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No +0434-CSFON,Female,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,No +1215-FIGMP,Male,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,No +0526-SXDJP,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No +0557-ASKVU,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,No +5698-BQJOH,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,Yes +5122-CYFXA,Female,0,No,No,3,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,No +8627-ZYGSZ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,No +3410-YOQBQ,Female,0,No,No,31,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,No +3170-NMYVV,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,No +7410-OIEDU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,No +2273-QCKXA,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,No +0731-EBJQB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No +1891-QRQSA,Male,1,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099,No +8028-PNXHQ,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,No +5630-AHZIL,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,No +2673-CXQEU,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,No +6416-JNVRK,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,No +5590-ZSKRV,Female,0,Yes,Yes,8,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,No +0191-ZHSKZ,Male,1,No,No,30,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,No +3887-PBQAO,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,No +5919-TMRGD,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,Yes +8108-UXRQN,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,No +9191-MYQKX,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes +9919-YLNNG,Female,0,No,No,42,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,No +0318-ZOPWS,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,No +4445-ZJNMU,Male,0,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,No +4808-YNLEU,Female,0,Yes,No,35,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,No +1862-QRWPE,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057,No +2796-NNUFI,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,No +3016-KSVCP,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No +4767-HZZHQ,Male,0,Yes,Yes,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,No +2424-WVHPL,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,No +7233-PAHHL,Male,0,Yes,Yes,66,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84,5714.25,No +6067-NGCEU,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107,No +9848-JQJTX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,No +8637-XJIVR,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Yes +9803-FTJCG,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,No +0278-YXOOG,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Yes +3212-KXOCR,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1107.2,No +4598-XLKNJ,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,Yes +6380-ARCEH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +3679-XASPY,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +7123-WQUHX,Male,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95,3605.6,No +5386-THSLQ,Female,1,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No +3192-NQECA,Male,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110,7611.85,Yes +6180-YBIQI,Male,0,No,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,No +6728-DKUCO,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,No +9750-BOOHV,Female,0,No,No,32,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,No +8597-CWYHH,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,No +2848-YXSMW,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,No +0486-HECZI,Male,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,Yes +4549-ZDQYY,Female,0,No,No,52,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,No +5712-AHQNN,Female,0,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No +4846-WHAFZ,Female,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Yes +5256-SKJGO,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,No +3071-VBYPO,Male,0,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No +9560-BBZXK,Female,0,No,No,36,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,No +5299-RULOA,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,Yes +8402-OOOHJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,No +9445-ZUEQE,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No +1091-SOZGA,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,No +2928-HLDBA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,No +0404-SWRVG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Yes +6497-TILVL,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,No +7219-TLZHO,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,No +4622-YNKIJ,Male,0,No,No,33,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,No +4412-YLTKF,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Yes +6734-PSBAW,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No +3930-ZGWVE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +2639-UGMAZ,Male,1,No,No,71,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,No +2876-GZYZC,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,No +6207-WIOLX,Female,0,Yes,Yes,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,Yes +8587-XYZSF,Male,0,No,No,67,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,No +3091-FYHKI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,Yes +2372-HWUHI,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,Yes +7799-LGRDP,Female,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,No +7850-VWJUU,Female,0,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75,1778.5,No +3774-VBNXY,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,No +6217-KDYWC,Male,0,No,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,No +0390-DCFDQ,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +3146-MSEGF,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No +4080-OGPJL,Female,0,No,No,8,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Yes +1095-WGNGG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,No +2636-SJDOU,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,No +1131-QQZEB,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No +5716-EZXZN,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,No +6837-BJYDQ,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,No +2135-RXIHG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +6440-DKQGE,Male,0,No,Yes,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No +3466-BYAVD,Male,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,No +3780-YVMFA,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,No +3874-EQOEP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95,655.5,Yes +1679-JRFBR,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,No +9073-ZZIAY,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,No +3077-RSNTJ,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,No +6551-GNYDG,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,No +9167-APMXZ,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,No +2749-CTKAJ,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,No +6371-NZYEG,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024,No +7554-NEWDD,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,No +8992-VONJD,Female,0,No,Yes,13,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56,764.55,No +0867-MKZVY,Female,0,Yes,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes +4482-EWFMI,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,No +4648-YPBTM,Male,0,No,No,53,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,No +2907-ILJBN,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,No +6345-FZOQH,Male,0,Yes,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,No +3376-BMGFE,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Yes +5997-OPVFA,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,No +3445-HXXGF,Male,1,Yes,No,58,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,Yes +1159-WFSGR,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,No +7654-YWJUF,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,No +1875-QIVME,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,Yes +6727-IOTLZ,Male,0,Yes,No,14,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,No +0691-JVSYA,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,Yes +5918-VUKWP,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,No +1744-JHKYS,Female,0,Yes,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,No +2656-FMOKZ,Female,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes +2070-FNEXE,Female,1,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Yes +5947-SGKCL,Female,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No +3712-PKXZA,Male,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252,No +6317-YPKDH,Female,0,No,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Yes +6582-OIVSP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,No +9367-WXLCH,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Yes +5524-KHNJP,Male,0,Yes,Yes,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No +1918-ZBFQJ,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes +1024-GUALD,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +4827-USJHP,Male,0,No,No,20,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,No +8167-GJLRN,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No +0956-SYCWG,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No +8017-UVSZU,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,No +7100-FQPRV,Male,0,Yes,Yes,43,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,No +2472-OVKUP,Male,0,Yes,No,6,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91,531,Yes +2984-RGEYA,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,No +9680-NIAUV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No +2146-EGVDT,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,No +2604-IJPDU,Female,0,Yes,No,20,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,No +9178-JHUVJ,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,No +6168-YBYNP,Male,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,No +7255-SSFBC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,No +3645-DEYGF,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,No +9323-HGFWY,Female,0,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,No +8544-GOQSH,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,No +3363-DTIVD,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,No +7018-WBJNK,Male,0,No,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,No +9142-KZXOP,Male,0,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No +7674-YTAFD,Female,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,No +6348-SNFUS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No +1285-OKIPP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,Yes +7825-ECJRF,Female,0,No,No,19,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,Yes +1347-KTTTA,Male,0,Yes,No,64,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,No +7841-TZDMQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46,84.5,Yes +4195-NZGTA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,No +7157-SMCFK,Male,0,No,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,No +4709-LKHYG,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20,540.05,No +2504-DSHIH,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,No +0699-NDKJM,Female,0,Yes,No,57,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,No +9286-BHDQG,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No +0230-WEQUW,Male,0,Yes,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,No +2040-LDIWQ,Male,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,No +6496-JDSSB,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80,624.6,No +9408-SSNVZ,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Yes +4443-EMBNA,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,No +6469-MRVET,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,No +0742-MOABM,Male,0,Yes,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,Yes +5961-VUSRV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,No +6778-JFCMK,Male,0,No,No,24,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,No +6341-JVQGF,Female,0,Yes,Yes,31,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,No +2232-DMLXU,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,Yes +4811-JBUVU,Male,0,No,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,No +0945-TSONX,Female,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,No +2651-ZCBXV,Male,0,No,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108,5760.65,No +3316-UWXUY,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,No +8937-RDTHP,Male,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes +7083-MIOPC,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,No +1984-GPTEH,Female,0,No,No,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702,No +1251-KRREG,Male,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes +0621-JFHOL,Female,0,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,No +9903-LYSAB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,No +0094-OIFMO,Female,1,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,1120.3,Yes +9227-UAQFT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,No +7301-ABVAD,Female,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,No +6614-FHDBO,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,No +7576-ASEJU,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,No +9058-HRZSV,Female,1,Yes,No,65,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,No +4522-AKYLR,Female,1,No,No,13,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,No +0221-WMXNQ,Male,1,No,No,4,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,No +0303-UNCIP,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65,2531.8,No +9947-OTFQU,Male,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Yes +0322-YINQP,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Yes +0959-WHOKV,Male,0,No,No,42,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99,4298.45,No +4075-JFPGR,Female,0,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No +4629-NRXKX,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,Yes +9514-JDSKI,Male,1,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,Yes +3282-ZISZV,Male,0,No,Yes,32,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,No +3675-YDUPJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No +4111-BNXIF,Female,0,Yes,Yes,67,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,No +7017-VFHAY,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,No +6655-LHBYW,Male,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No +4959-JOSRX,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes +5046-NUHWD,Female,1,Yes,No,29,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45,1228.65,No +7273-TEFQD,Male,1,No,No,3,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,Yes +3606-TWKGI,Male,1,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,Yes +7529-ZDFXI,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,No +7605-BDWDC,Female,0,No,No,31,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,No +1950-KSVVJ,Female,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,No +0123-CRBRT,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,No +6292-TOSSS,Male,0,No,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,No +3197-ARFOY,Female,1,No,No,19,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105,2007.25,No +6323-AYBRX,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes +7014-ZZXAW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,No +4385-GZQXV,Female,1,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,Yes +7633-MVPUY,Male,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No +6366-ZGQGL,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Yes +4716-HHKQH,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,No +5940-AHUHD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,Yes +6432-TWQLB,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,Yes +4484-GLZOU,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,Yes +3179-GBRWV,Male,1,Yes,No,21,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,No +8645-KWHJO,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55,771.95,No +4130-MZLCC,Female,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,No +0314-TKOSI,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,No +8229-MYEJZ,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,No +2080-SRCDE,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,No +9577-WJVCQ,Female,0,No,No,68,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,No +9512-UIBFX,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,Yes +6202-DYYFX,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76,1783.6,No +3808-HFKDE,Female,0,No,No,20,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,No +5583-SXDAG,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70,70,Yes +3488-PGMQJ,Male,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,Yes +3580-REOAC,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes +7534-BFESC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Yes +3727-OWVYD,Male,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,No +2294-SALNE,Male,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,No +4847-TAJYI,Female,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,No +1563-IWQEX,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,No +8203-XJZRC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No +6556-DBKZF,Female,0,Yes,Yes,71,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,No +6851-WEFYX,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,No +2985-JUUBZ,Male,0,Yes,Yes,40,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,No +6390-DSAZX,Female,0,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Yes +0895-LMRSF,Male,0,No,No,23,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,No +8098-LLAZX,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,Yes +8266-VBFQL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,No +8181-YHCMF,Female,0,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109,No +2240-HSJQD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No +1248-DYXUB,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No +0265-EDXBD,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Yes +4115-BNPJY,Male,0,Yes,Yes,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,No +3167-SNQPL,Male,1,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,No +4091-TVOCN,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No +1098-TDVUQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No +7277-OZCGZ,Female,0,No,No,22,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,No +1557-EMYVT,Female,0,No,No,43,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,No +2799-ARNLO,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,No +7563-BIUPC,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,Yes +5027-YOCXN,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,No +3973-SKMLN,Male,0,No,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,No +2321-OMBXY,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes +2840-XANRC,Male,1,Yes,No,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,Yes +6745-JEFZB,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,No +5020-ZSTTY,Female,1,No,No,54,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,Yes +9880-TDQAC,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60,4264,No +8705-WZCYL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,No +7102-JJVTX,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,No +8626-PTQGE,Male,0,No,No,69,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,No +4983-CLMLV,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,No +5701-YVSVF,Female,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,No +5804-LEPIM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Yes +5697-GOMBF,Female,1,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No +2739-CACDQ,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,No +9385-EHGDO,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No +9498-FIMXL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No +2379-GYFLQ,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,No +0122-OAHPZ,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes +2868-SNELZ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,Yes +4322-RCYMT,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Yes +6680-NENYN,Female,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,Yes +2088-IEBAU,Female,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,No +7982-VCELR,Female,0,No,No,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,No +1343-EHPYB,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603,Yes +6035-BXTTY,Female,1,No,No,32,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,No +6885-PKOAM,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,No +7520-HQWJU,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,No +9639-BUJXT,Male,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,No +5924-SNGKP,Female,0,No,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865,No +0021-IKXGC,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No +2034-GDRCN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,Yes +8966-SNIZF,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,No +6243-OZGFH,Female,0,No,No,23,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,No +4654-DLAMQ,Female,1,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97,6430.9,No +0513-RBGPE,Male,0,Yes,Yes,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,No +5160-UXJED,Male,0,No,Yes,17,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,No +4115-NZRKS,Female,1,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,No +0219-YTZUE,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Yes +0623-IIHUG,Female,1,No,No,21,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,Yes +4572-DVCGN,Female,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Yes +3351-NGXYI,Female,1,No,No,16,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889,No +8984-EYLLL,Male,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,No +9057-MSWCO,Male,1,Yes,No,27,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Yes +9833-TGFHX,Male,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,No +9294-TDIPC,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No +5229-DTFYB,Female,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,No +0104-PPXDV,Male,0,Yes,No,58,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,No +5176-LMJXE,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,No +3583-KRKMD,Male,0,No,No,18,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,No +1010-DIAUQ,Male,0,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes +9069-LGEUL,Male,0,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No +7302-ZHMHP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,No +9571-EDEBV,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,No +3520-FJGCV,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,No +6563-VRERX,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,No +0259-GBZSH,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,Yes +6122-EFVKN,Male,0,No,Yes,24,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,No +2805-EDJPQ,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,No +6862-CQUMB,Male,0,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No +7156-MXBJE,Female,0,No,No,43,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,No +6158-HDPXZ,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,No +9601-BRXPO,Female,0,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Yes +2863-IMQDR,Female,0,No,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,No +5686-CMAWK,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No +5651-CRHKQ,Female,0,Yes,No,41,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,No +6905-NIQIN,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,Yes +8204-YJCLA,Male,1,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,No +5167-ZFFMM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Yes +6583-SZVGP,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,No +4895-TMWIR,Male,1,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Yes +0533-BNWKF,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Yes +1708-PBBOA,Female,0,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No +8782-LKFPK,Male,0,No,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063,No +5522-JBWMO,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No +3597-MVHJT,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,No +9774-NRNAU,Male,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,No +0224-RLWWD,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,No +9967-ATRFS,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,No +3951-NJCVI,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,No +2977-CEBSX,Female,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,No +0177-PXBAT,Male,1,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,No +6599-CEBNN,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Yes +2519-ERQOJ,Male,1,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No +5876-QMYLD,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,No +2277-AXSDC,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,No +9442-JTWDL,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,No +0979-PHULV,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes +3067-SVMTC,Female,0,Yes,No,68,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,No +5495-GPSRW,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,No +7606-BPHHN,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No +4742-DRORA,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812,No +0111-KLBQG,Male,1,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,No +4800-VHZKI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Yes +7989-CHGTL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +0334-GDDSO,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,Yes +4163-NCJAK,Female,0,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No +5233-AOZUF,Female,0,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,No +5973-EJGDP,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473,No +1996-DBMUS,Female,1,Yes,No,48,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,No +7916-VCCPB,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,No +4686-GEFRM,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,No +5249-QYHEX,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,No +0578-SKVMF,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,Yes +5564-NEMQO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Yes +2233-FAGXV,Female,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,No +5605-IYGFG,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,No +7663-ZTEGJ,Male,0,No,Yes,29,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,No +3935-TBRZZ,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No +8111-BKVDS,Female,0,No,No,10,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,No +2055-SIFSS,Female,1,Yes,No,55,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,No +2806-MLNTI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,No +8734-DKSTZ,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No +4360-PNRQB,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,No +6152-ONASV,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,No +9063-ZGTUY,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Yes +7781-HVGMK,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,No +2181-UAESM,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No +2957-LOLHO,Male,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Yes +6048-NJXHX,Male,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,No +2320-SLKMB,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,No +4980-URKXC,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,No +4376-KFVRS,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,No +5886-VLQVU,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,No +3577-AMVUX,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,No +0771-WLCLA,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No +5628-RKIFK,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,No +0206-TBWLC,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No +2937-FTHUR,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,No +1910-FMXJM,Female,0,Yes,No,36,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,No +7752-XUSCI,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,Yes +4110-PFEUZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,Yes +0732-OCQOC,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No +5168-MSWXT,Male,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,No +1090-ESELR,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,No +8592-PLTMQ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,No +5760-WRAHC,Female,1,No,No,22,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,No +8847-GEOOQ,Male,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,No +0256-LTHVJ,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes +4785-FCIFB,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,No +8313-NDOIA,Female,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No +5149-CUZUJ,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,No +0942-KOWSM,Female,0,Yes,Yes,30,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,No +4237-CLSMM,Male,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,38,No +1452-VOQCH,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,No +4719-UMSIY,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,No +6614-VBEGU,Female,0,Yes,No,24,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,No +0880-TKATG,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,Yes +3811-VBYBZ,Male,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,Yes +1480-BKXGA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,No +2996-XAUVF,Male,0,No,No,70,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,No +9076-AXYIK,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,No +5968-XQIVE,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No +8896-RAZCR,Female,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,No +4640-UHDOS,Female,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,Yes +4933-IKULF,Female,1,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,No +3583-EKAPL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,55,Yes +1304-BCCFO,Male,0,Yes,No,9,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,No +4104-PVRPS,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,No +9399-APLBT,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +2359-KMGLI,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Yes +3780-DDGSE,Male,1,Yes,Yes,35,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,No +4431-EDMIQ,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,No +0306-JAELE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,Yes +6227-HWPWX,Female,0,No,Yes,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69,994.8,Yes +0486-LGCCH,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,No +0447-BEMNG,Female,0,Yes,No,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,Yes +4612-SSVHJ,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,No +5168-MQQCA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,No +5949-XIKAE,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,Yes +7971-HLVXI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,No +9094-AZPHK,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415,No +3649-JPUGY,Male,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,No +4472-LVYGI,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),52.55, ,No +8372-JUXUI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +3552-CTCYF,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,No +6778-YSNIH,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59,114.15,No +0388-EOPEX,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Yes +5756-OZRIO,Male,1,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No +6579-JPICP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8205-OTCHB,Male,0,No,No,22,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,Yes +4134-BSXLX,Male,0,Yes,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,No +0505-SPOOW,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No +6235-VDHOM,Female,1,No,No,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,Yes +7783-YKGDV,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes +4374-YMUSQ,Male,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,No +4513-CXYIX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676,No +3957-HHLMR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No +7803-XOCCZ,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,No +5736-YEJAX,Male,0,No,Yes,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No +5609-CEBID,Female,1,No,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,Yes +8981-FJGLA,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78,851.8,No +7218-HKQFK,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,Yes +4636-QRJKY,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,Yes +1135-LMECX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +4332-MUOEZ,Male,1,Yes,Yes,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No +8535-SFUTN,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,No +5956-VKDTT,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Yes +8677-HDZEE,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,No +2475-MROZF,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95,2852.4,No +9412-GHEEC,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Yes +3482-ABPKK,Female,0,No,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,No +6705-LXORM,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,No +0257-ZESQC,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Yes +7531-GQHME,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,No +5174-ITUMV,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,No +4109-CYRBD,Male,1,Yes,No,29,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442,No +0913-XWSCN,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,No +6825-UYPFK,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Yes +8397-MVTAZ,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480,Yes +0750-EBAIU,Male,0,No,No,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,No +8606-CIQUL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No +3571-DPYUH,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,No +7601-GNDYK,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,No +0356-OBMAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,No +8067-NIOYM,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,No +1403-GYAFU,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No +4234-XTNEA,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,No +1297-VQDRP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,No +9282-IZGQK,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,Yes +5348-CAGXB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,No +0621-HJWXJ,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,No +5844-QVTAT,Female,0,Yes,Yes,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No +8905-IAZPF,Female,0,Yes,No,69,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,No +5394-MEITZ,Female,0,Yes,Yes,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,No +6859-QNXIQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,No +2782-LFZVW,Female,0,No,No,11,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,No +2866-IKBTM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +1342-JPNKI,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,Yes +2817-NTQDO,Male,0,No,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597,Yes +7129-AZJDE,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,No +6986-IJDHX,Male,0,Yes,Yes,39,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266,Yes +2560-PPCHE,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,No +4676-MQUEA,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,No +8138-EALND,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,No +3580-HYCSP,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,No +1352-HNSAW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No +2075-PUEPR,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No +1982-FEBTD,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,No +5301-GAUUY,Male,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Yes +5791-KAJFD,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808,No +2654-VBVPB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No +1154-HYWWO,Male,0,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No +2501-XWWTZ,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,No +3716-UVSPD,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,No +6815-ABQFQ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,No +7343-EOBEU,Male,0,Yes,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,No +3701-SFMUH,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,No +6103-LIANB,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,No +7319-VENRZ,Male,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,No +5846-NEQVZ,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No +6967-QIQRV,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,No +5781-RFZRP,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,No +0939-YAPAF,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,Yes +0308-IVGOK,Female,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No +7293-LSCDV,Female,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No +7025-WCBNE,Male,1,No,No,47,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754,No +5756-JYOJT,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,No +4710-FDUIZ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes +6030-REHUX,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,No +9548-LIGTA,Male,0,Yes,No,61,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,No +5150-LJNSR,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,No +8270-RKSAP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,No +6522-YRBXD,Male,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,No +2640-LYMOV,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,No +1218-VKFPE,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,233.55,Yes +3627-FHKBK,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes +2865-TCHJW,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,Yes +1423-BMPBQ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19,19,No +2393-DIVAI,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,61.7,No +5192-EBGOV,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,Yes +4568-KNYWR,Male,0,No,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,No +8752-IMQOS,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,No +0742-LAFQK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No +0795-LAFGP,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No +0619-OLYUR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,No +5512-IDZEI,Male,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,No +0459-SPZHJ,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435,No +0215-BQKGS,Male,0,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No +9244-ZVAPM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,No +0719-SYFRB,Female,0,No,No,12,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,Yes +8208-EUMTE,Male,0,No,No,16,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,No +5172-MIGPM,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,No +1710-RCXUS,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,No +0374-FIUCA,Male,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,No +5839-SUYVZ,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,No +5173-ZXXXL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,No +1096-ADRUX,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,No +2001-MCUUW,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No +2731-GJRDG,Female,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608,No +4723-BEGSG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,No +6516-NKQBO,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81,3084.9,No +8672-OAUPW,Male,0,No,Yes,51,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,No +8207-DMRVL,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,No +3419-SNJJD,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes +6543-CPZMK,Male,0,Yes,Yes,9,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,Yes +4765-OXPPD,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65,663.05,Yes +2804-ETQDK,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,No +6689-VRRTK,Female,1,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,No +7138-GIRSH,Male,0,No,No,50,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,No +9396-ZSFLL,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,No +6464-KEXXH,Male,0,No,No,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,No +7134-MJPDY,Female,1,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,No +5240-CAOYT,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No +4059-IIEBK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,No +4881-JVQOD,Male,1,Yes,Yes,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,No +0516-UXRMT,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,No +4851-BQDNX,Male,0,Yes,Yes,40,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,No +5148-HKFIR,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No +1009-IRMNA,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20,137.6,Yes +3003-CMDUU,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,No +5016-IBERQ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,No +6797-UCJHZ,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,No +2469-DTSGX,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,No +4554-YGZIH,Male,1,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,Yes +5099-BAILX,Male,1,Yes,Yes,43,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Yes +9931-KGHOA,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55,2473.95,No +1775-KWJKQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,No +7665-VIGUD,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No +9411-TPQQV,Female,0,No,No,40,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,No +7207-RMRDB,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes +7954-MLBUN,Male,0,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No +2077-DDHJK,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No +4913-EHYUI,Male,1,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,Yes +0195-IESCP,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes +9574-BOSMD,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No +4580-TMHJU,Female,0,Yes,Yes,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes +0970-ETWGE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,Yes +4908-XAXAY,Female,1,No,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,No +8404-VLQFB,Female,0,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No +1626-ERCMM,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,Yes +0887-HJGAR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +2391-IPLOP,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,No +5644-PDMZC,Female,1,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,Yes +3509-GWQGF,Male,1,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70,1732.6,No +9576-ANLXO,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Yes +2024-BASKD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes +5845-BZZIB,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No +1140-UKVZG,Female,0,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No +4160-AMJTL,Female,1,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Yes +5183-SNMJQ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,No +8100-PNJMH,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,No +7838-LAZFO,Male,0,Yes,No,45,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,No +4464-JCOLN,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes +2085-JVGAD,Male,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No +5650-VDUDS,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Yes +8095-WANWK,Female,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,No +3030-ZKIWL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +9565-FLVCG,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No +8755-OGKNA,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,No +2800-VEQXM,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No +7538-GWHML,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes +5533-RJFTJ,Male,0,No,No,49,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,No +3859-CVCET,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,Yes +0214-JHPFW,Female,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No +5642-MHDQT,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,No +3088-FVYWK,Male,0,Yes,Yes,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,No +3276-HDUEG,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes +9092-GDZKO,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No +0823-HSCDJ,Male,1,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes +3729-OWRVL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,No +2324-AALNO,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,No +0822-GAVAP,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,Yes +5760-IFJOZ,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No +2826-UWHIS,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,No +1448-PWKYE,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80,80,Yes +7501-IWUNG,Female,0,Yes,Yes,61,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,No +4957-TREIR,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No +7251-LJBQN,Female,1,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,No +8040-MNRTF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,No +1536-HBSWP,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +5313-FPXWG,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,No +0067-DKWBL,Male,1,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Yes +0946-FKYTX,Male,0,No,No,52,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,No +5076-YVXCM,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,No +8262-COGGB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6663-JOCQO,Male,0,Yes,Yes,31,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,No +9620-QJREV,Male,0,No,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No +2276-YDAVZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Yes +2682-KEVRP,Female,1,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417,No +2480-JZOSN,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No +0078-XZMHT,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,No +5896-NPFWW,Male,0,Yes,Yes,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Yes +9978-HYCIN,Male,1,Yes,Yes,47,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,No +8338-QIUNR,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,No +1525-LNLOJ,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,No +9450-TRJUU,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,No +1766-GKNMI,Male,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,No +6942-LBFDP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No +1456-TWCGB,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,No +7133-VBDCG,Female,0,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes +7596-ZYWBB,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,No +8329-UTMVM,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964,No +3014-WJKSM,Male,0,Yes,No,29,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,No +3347-YJZZE,Male,0,Yes,Yes,29,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,No +1029-QFBEN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Yes +7929-DMBCV,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81,1683.7,No +9661-JALZV,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519,No +5433-KYGHE,Female,0,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86,1164.05,No +4312-KFRXN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,No +5575-TPIZQ,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,No +0114-IGABW,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No +9944-AEXBM,Male,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,No +1853-ARAAQ,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,No +6952-OMNWB,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,No +4697-LUPSU,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,No +8434-VGEQQ,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No +4952-YSOGZ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes +1589-AGTLK,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Yes +5244-IRFIH,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes +6549-YMFAW,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No +4950-HKQTE,Female,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,No +6786-OBWQR,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,No +2684-EIWEO,Female,1,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Yes +2753-JMMCV,Male,0,No,No,65,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,No +6439-GTPCA,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes +6621-YOBKI,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No +1216-JWVUX,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No +7564-GHCVB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,No +1173-NOEYG,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,No +7595-EHCDL,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,No +6647-ZEDXT,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,No +2521-NPUZR,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101,7085.5,No +1307-TVUFB,Male,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,No +7503-MIOGA,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No +4381-MHQDC,Female,0,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65,2879.9,No +6923-JHPMP,Female,0,No,No,2,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,No +5138-WVKYJ,Male,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,Yes +4018-PPNDW,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,No +1635-FJFCC,Female,0,No,No,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,No +2499-AJYUA,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No +6919-ELBGL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No +3966-HRMZA,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,No +6425-JWTDV,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No +8405-IGQFX,Female,0,No,No,63,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817,No +8224-IVVPA,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,No +9477-LGWQI,Male,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No +1410-RSCMR,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,No +3115-CZMZD,Male,0,No,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No +0139-IVFJG,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No +6683-VLCTZ,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes +5730-DBDSI,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,No +0030-FNXPP,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,No +2189-WWOEW,Female,0,No,Yes,15,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Yes +5684-FJVYR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No +4013-GUXND,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,No +1894-IGFSG,Female,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,Yes +7379-POKDZ,Male,0,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Yes +1266-NZYUI,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,No +7969-FFOWG,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,No +4718-DHSMV,Female,0,No,No,11,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,No +5175-WLYXL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,No +7817-OMJNA,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,No +8728-SKJLR,Male,0,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No +3137-NYQQI,Male,0,Yes,No,17,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,No +7706-DZNKK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No +0236-HFWSV,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,Yes +3900-AQPHZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +5842-POCOP,Female,0,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes +2037-XJFUP,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,Yes +8823-RLPWL,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,No +9505-SQFSW,Female,0,Yes,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,No +7314-OXENN,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82,184.65,Yes +3758-CKOQL,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107,6152.3,No +0322-CHQRU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,Yes +5676-CFLYY,Male,0,Yes,Yes,71,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,No +7521-AFHAB,Female,0,Yes,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,No +0285-INHLN,Male,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,No +4678-DVQEO,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,Yes +5125-CNDSP,Male,0,No,Yes,63,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,No +0691-IFBQW,Female,1,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110,4874.8,Yes +4992-LTJNE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,No +2202-OUTMO,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,No +0810-BDHAW,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,No +0229-LFJAF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,No +7131-ZQZNK,Female,0,Yes,Yes,60,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,No +3442-ZHHCC,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No +5726-CVNYA,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,No +9871-ELEYA,Female,0,No,Yes,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,No +4257-GAESD,Female,0,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45,298.7,No +5173-WXOQV,Male,0,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No +2040-OBMLJ,Male,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,No +6286-ZHAOK,Female,0,Yes,Yes,20,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No +3807-XHCJH,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,20,No +3009-JWMPU,Male,0,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes +5671-RQRLP,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,No +1450-GALXR,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,Yes +8859-AXJZP,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,No +3174-AKMAS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,No +3138-BKYAV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes +9926-PJHDQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No +7382-DFJTU,Male,0,No,No,18,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,No +2798-NYLMZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616,No +4289-DTDKW,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,Yes +1820-TQVEV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +2239-JALAW,Male,0,No,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,Yes +4853-RULSV,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104,7250.15,Yes +8098-TDCBU,Female,0,Yes,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,No +3551-GAEGL,Male,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,No +4785-NKHCX,Male,1,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No +3196-NVXLZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,No +6275-YDUVO,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,Yes +0036-IHMOT,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,No +0115-TFERT,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,Yes +4178-EGMON,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88,5986.45,No +4220-TINQT,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,No +5318-YKDPV,Male,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,No +7975-TZMLR,Male,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,No +0295-QVKPB,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,No +4335-BSMJS,Female,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,No +2311-QYMUQ,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Yes +3643-AHCFP,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Yes +9146-JRIOX,Female,0,Yes,Yes,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,No +3104-OWCGK,Male,0,Yes,Yes,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,Yes +5337-IIWKZ,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,No +9101-BWFSS,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,Yes +9650-VBUOG,Male,0,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No +3487-EARAT,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No +2672-TGEFF,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,No +9231-ZJYAM,Female,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes +4250-WAROZ,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,No +8184-WMOFI,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,No +6982-SSHFK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +6092-QZVPP,Male,0,No,No,36,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,No +4625-LAMOB,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No +0727-BMPLR,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100,5509.3,Yes +0392-BZIUW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105,7589.8,No +1038-ZAGBI,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Yes +6549-NNDYT,Female,0,No,No,13,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,No +3027-ZTDHO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes +0422-OHQHQ,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,No +6916-HIJSE,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,No +2316-ESMLS,Female,0,Yes,Yes,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,No +9778-OGKQZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92,6782.15,No +7408-OFWXJ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,No +6007-TCTST,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,No +2252-NKNSI,Male,0,No,Yes,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No +8713-IGZSO,Male,0,No,No,2,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62,No +7905-TVXTA,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,No +7695-PKLCZ,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No +2382-BCKQJ,Female,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes +8374-UULRV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No +2207-NHRJK,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,Yes +3224-DFQNQ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89,5898.6,No +5275-PMFUT,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,No +4795-UXVCJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,No +9777-IQHWP,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No +0947-MUGVO,Male,1,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes +9944-HKVVB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,Yes +4124-MMETB,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Yes +3671-SHRSP,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,Yes +0979-MOZQI,Male,0,Yes,No,62,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39,2337.45,No +2732-ISEZX,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No +3313-QKNKB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,Yes +0323-XWWTN,Male,0,No,Yes,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,No +1937-OTUKY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No +1573-LGXBA,Male,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598,No +1764-VUUMT,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No +5073-WXOYN,Female,0,No,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,Yes +4713-ZBURT,Male,0,No,Yes,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,No +3050-GBUSH,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No +0207-MDKNV,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,Yes +7876-AEHIG,Female,0,No,Yes,51,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077,No +7945-HLKEA,Female,0,No,No,60,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,No +9342-VNIMQ,Male,0,No,No,33,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,No +9851-KIELU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,Yes +3523-BRGUW,Male,1,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,No +3908-BLSYF,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,Yes +3199-NPKCN,Female,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No +5170-PTRKA,Female,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782,No +4661-NJEUX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,No +2123-AGEEN,Female,1,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,No +1258-YMZNM,Female,1,No,No,27,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,No +0048-LUMLS,Male,0,Yes,Yes,37,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,No +7549-MYGPK,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,Yes +5898-IGSLP,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823,No +3804-RVTGV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes +6259-WJQLC,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No +9227-LUNBG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,Yes +7997-EASSD,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,No +0730-KOAVE,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,No +8975-SKGRX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,No +0678-RLHVP,Female,0,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No +4315-MURBD,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Yes +2267-FPIMA,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,No +1051-GEJLJ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No +9734-YWGEX,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,Yes +2719-BDAQO,Male,0,No,No,17,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,Yes +5285-MVEHD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No +0379-DJQHR,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,No +0781-LKXBR,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes +5543-QDCRY,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No +0297-RBCSG,Male,0,No,No,19,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,No +4694-PHWFW,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,No +0835-JKADZ,Female,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,No +1907-UBQFC,Male,1,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes +7508-SMHXL,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89,1288.3,No +3865-YIOTT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,No +5993-BQHEA,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No +6024-RUGGH,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No +6513-EECDB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Yes +3956-CJUST,Female,1,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,No +4079-WWQQQ,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,No +6103-BOCOU,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193,No +5149-TGWDZ,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,No +7471-WNSUF,Male,0,Yes,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,No +8942-DBMHZ,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,No +4301-VVZKA,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No +9199-PWQVC,Female,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,No +4824-GUCBY,Female,1,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No +5393-HJZSM,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No +7074-IEVOJ,Female,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes +9625-QSTYE,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,Yes +0862-PRCBS,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,No +8812-ZRHFP,Female,0,Yes,Yes,30,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,No +5146-CBVOE,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No +0454-OKRCT,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,No +5787-KXGIY,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,No +4750-ZRXIU,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,Yes +4198-VFOEA,Female,0,No,No,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,No +6630-UJZMY,Female,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,No +5709-LVOEQ,Female,0,Yes,Yes,0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,80.85, ,No +6400-BWQKW,Female,0,No,No,6,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Yes +2692-AQCPF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,No +0347-UBKUZ,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,No +0835-DUUIQ,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,No +0811-GSDTP,Female,0,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No +7567-ECMCM,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001,No +6115-ZTBFQ,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,No +6353-BRMMA,Female,0,Yes,Yes,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,No +6680-WKXRZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes +6231-WFGFH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,No +9904-EHEVJ,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No +7028-DVOIQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,Yes +6169-PPETC,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,No +4208-UFFGW,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,Yes +8584-KMVXD,Female,0,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,No +8467-WYNSR,Male,0,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No +0851-DFJKB,Female,0,No,No,15,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,No +5382-SOYZL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No +9448-REEVD,Male,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Yes +3261-CQXOL,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,No +8388-FYNPZ,Male,0,No,No,4,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,No +4002-BQWPQ,Male,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No +5651-YLPRD,Female,0,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,No +2826-DXLQO,Male,1,Yes,No,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,No +4378-BZYFP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,No +9489-UTFKA,Male,1,Yes,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,No +4849-PYRLQ,Female,1,No,No,56,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,No +9117-SHLZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +9889-TMAHG,Male,1,No,No,8,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,Yes +4541-RMRLG,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Yes +7764-BDPEE,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,No +3429-IFLEM,Female,0,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No +3158-MOERK,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,174.8,Yes +7294-TMAOP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,Yes +5002-GCQFH,Male,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No +0556-FJEGU,Male,0,No,No,58,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,No +8919-FYFQZ,Male,1,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes +0604-THJFP,Female,0,Yes,Yes,59,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,No +2834-JRTUA,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,Yes +5875-YPQFJ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +5879-SESNB,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,No +6646-QVXLR,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,Yes +6461-PPAXN,Female,0,Yes,Yes,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No +3318-ISQFQ,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No +1106-HRLKZ,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No +2483-XSSMZ,Female,0,No,No,39,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,No +8603-IJWDN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes +8165-ZJRNM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,No +9369-XFEHK,Female,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Yes +2604-XVDAM,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,No +3717-OFRTN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No +9046-JBFWA,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,No +3280-NMUVX,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,No +1206-EHBDD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,No +8361-LBRDI,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,No +4883-KCPZJ,Female,0,Yes,Yes,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,No +9108-EQPNQ,Female,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No +7277-KAMWT,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,268.45,No +3842-IYKUE,Female,0,No,No,35,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,Yes +6641-XRPSU,Female,0,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70,2416.1,Yes +1374-DMZUI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,Yes +2545-LXYVJ,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,No +3234-VKACU,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,No +8357-EQXFO,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,Yes +1989-PRJHP,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes +8120-JDCAM,Male,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,No +8917-FAEMR,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,No +7047-YXDMZ,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,417.7,No +2858-EIMXH,Female,1,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,No +9524-EGPJC,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Yes +6993-OHLXR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,Yes +8818-XYFCQ,Male,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Yes +6419-ZTTLE,Male,1,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,No +0929-HYQEW,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,No +6614-YOLAC,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No +7426-RHZGU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,No +4065-JJAVA,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,No +4695-VADHF,Male,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes +3863-IUBJR,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,Yes +7649-SIJJF,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,No +9361-YNQWJ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No +3748-FVMZZ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,No +9391-TTOYH,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,No +1452-XRSJV,Female,0,Yes,Yes,39,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066,No +3422-WJOYD,Male,0,Yes,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,No +8242-SOQUO,Female,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,No +7460-ITWWP,Female,1,Yes,No,45,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,No +7147-AYBAA,Male,0,No,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,No +7868-TMWMZ,Female,1,Yes,No,60,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110,6668.35,No +4822-RVYBB,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,Yes +6732-FZUGP,Female,0,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No +8436-BJUMM,Male,0,Yes,Yes,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes +4184-TJFAN,Female,1,Yes,Yes,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes +8329-GWVPJ,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No +1352-VHKAJ,Male,0,Yes,Yes,27,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,No +4145-UQXUQ,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,Yes +2632-TACXW,Female,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,No +8146-QQKZH,Female,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,No +1767-CJKBA,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,No +6445-TNRXS,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No +4581-LNWUM,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No +4869-EPIUS,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,No +9948-YPTDG,Male,0,Yes,No,38,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Yes +1236-WFCDV,Male,1,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,Yes +1915-OAKWD,Female,0,No,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,No +7296-PIXQY,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,No +4883-QICIH,Male,0,Yes,Yes,32,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Yes +3354-OADJP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,No +3524-WQDSG,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No +0810-DHDBD,Female,0,No,No,52,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74,3877.65,No +4026-SKKHW,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,No +2829-HYVZP,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,No +8329-IBCTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +1271-SJBGZ,Male,1,No,No,12,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Yes +3845-JHAMY,Female,0,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No +7013-PSXHK,Female,0,No,No,40,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,No +5669-SRAIP,Female,0,No,No,5,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,Yes +5981-ITEMU,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Yes +3486-NPGST,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,No +6941-PMGEP,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80,412.5,Yes +1624-WOIWJ,Female,0,No,No,10,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,Yes +2074-GKOWZ,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Yes +0376-YMCJC,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,Yes +6100-FJZDG,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,No +4829-ZLJTK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,No +1730-VFMWO,Female,0,Yes,No,34,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,No +7143-BQIBA,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No +3800-LYTRK,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,No +0634-SZPQA,Female,0,No,No,23,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Yes +9646-NMHXE,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No +7030-NJVDP,Male,0,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No +5536-RTPWK,Male,0,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Yes +8883-GRDWQ,Male,1,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54,1055.9,No +6166-ILMNY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Yes +3097-NNSPB,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Yes +7771-ZONAT,Male,0,No,No,22,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,No +0655-RBDUG,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Yes +2111-DWYHN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,No +4194-WHFCB,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,No +4121-AGSIN,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,No +4361-BKAXE,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Yes +9845-PEEKO,Female,1,No,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,No +0455-XFASS,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,No +0301-KOBTQ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,No +1751-NCDLI,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No +4367-NUYAO,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No +9878-TNQGW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,Yes +9170-ARBTB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,No +4441-NIHPT,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Yes +8999-BOHSE,Female,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Yes +7241-AJHFS,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,No +7029-RPUAV,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Yes +4546-FOKWR,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,No +9036-CSKBW,Female,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,No +5832-TRLPB,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,No +8590-YFFQO,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No +8659-IOOPU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No +1338-CECEE,Male,0,Yes,Yes,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,No +7439-DKZTW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,No +4646-QZXTF,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,No +4607-CHPCA,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,Yes +9742-XOKTS,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,No +6921-OZMFH,Male,0,Yes,Yes,5,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,No +9578-FOMUK,Male,0,No,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,No +4712-UYOOI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,417.65,No +8824-RWFXJ,Male,0,Yes,Yes,3,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,Yes +7722-CVFXN,Male,0,Yes,Yes,54,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,No +8717-VCTXJ,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,No +7363-QTBIW,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No +4159-NAAIX,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253,No +0971-QIFJK,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No +9397-TZSHA,Female,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,No +3391-JSQEW,Male,0,Yes,No,40,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,No +0343-QLUZP,Male,0,No,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,No +9763-PDTKK,Female,0,No,No,4,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Yes +2176-LVPNX,Female,1,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No +7627-JKIAZ,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Yes +3312-UUMZW,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,No +1271-UODNO,Male,0,No,No,39,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,No +8461-EFQYM,Female,0,No,No,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,No +6900-RBKER,Male,0,No,No,52,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,No +6891-JPYFF,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,No +1459-QNFQT,Male,0,Yes,Yes,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,No +1047-NNCBF,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No +3696-XRIEN,Female,0,No,No,50,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,No +4081-DYXAV,Female,0,No,No,19,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,Yes +0074-HDKDG,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611,No +8791-GFXLZ,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,No +8111-SLLHI,Male,1,Yes,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,Yes +0927-LCSMG,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,Yes +9330-DHBFL,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,No +0098-BOWSO,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,No +3452-ABWRL,Male,1,No,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,No +5859-HZYLF,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No +8257-RZAHR,Female,0,Yes,No,14,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941,Yes +5293-WXJAK,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Yes +3156-QLHBO,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,No +2208-NQBCT,Female,0,Yes,Yes,26,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,No +1779-PWPMG,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,No +6621-NRZAK,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1209.25,No +0831-JNISG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,No +0774-IFUVM,Male,0,Yes,Yes,11,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,No +3082-WQRVY,Male,1,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,No +9553-DLCLU,Female,0,No,Yes,13,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,No +1641-BYBTK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,No +2460-NGXBJ,Male,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,No +2446-ZKVAF,Male,0,Yes,No,18,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,No +0841-NULXI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,Yes +3522-CDKHF,Female,0,Yes,No,32,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,No +1430-SFQSA,Male,0,No,No,29,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,No +0411-EZJZE,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No +7851-WZEKY,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,Yes +8844-TONUD,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,Yes +8807-ARQET,Female,0,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No +8992-CEUEN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No +4320-QMLLA,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,No +8777-PVYGU,Female,0,Yes,No,52,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,No +8292-ITGYJ,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No +6870-ZWMNX,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,No +0621-CXBKL,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,No +5268-DSMNQ,Female,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,No +5334-JLAXU,Female,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,No +4086-YQSNZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes +6242-MBHPK,Female,1,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,No +5868-CZJDR,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,Yes +9359-UGBTK,Female,0,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No +0135-NMXAP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,Yes +4782-OSFXZ,Female,1,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,No +6479-OAUSD,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,No +7129-ACFOG,Female,0,No,No,5,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,No +4189-NAKJS,Male,0,No,No,26,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,No +5562-BETPV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,No +1282-IHQAC,Male,1,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No +9127-FHJBZ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114,8093.15,No +6270-OMFIW,Male,0,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes +1641-RQDAY,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,No +0107-WESLM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Yes +6994-ORCWG,Female,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,No +1346-UFHAX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80,1029.35,No +3992-YWPKO,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,Yes +2933-XEUJM,Female,0,No,No,46,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,No +0125-LZQXK,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,Yes +5461-QKNTN,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No +4835-YSJMR,Male,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,No +8399-YNDCH,Male,1,No,No,21,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,Yes +3164-YAXFY,Male,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196,No +0887-WBJVH,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No +4660-IRIBM,Male,0,Yes,Yes,18,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,No +5673-FSSMF,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes +7670-ZBPOQ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,No +8089-UZWLX,Female,1,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,No +0080-OROZO,Female,0,No,No,35,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532,No +3916-NRPAP,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,No +6807-SIWJI,Male,0,No,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,No +8221-HVAYI,Male,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,No +1579-KLYDT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,Yes +5232-NXPAY,Female,0,No,No,47,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,No +8967-SZQAS,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No +4468-KAZHE,Female,1,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60,1259.35,No +0455-ENTCR,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No +8944-AILEF,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No +5542-NKVRU,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No +7126-RBHSD,Female,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,No +5370-IIVVL,Male,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778,No +6789-HJBWG,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,No +3927-NLNRY,Male,0,Yes,No,53,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,Yes +9087-EYCPR,Female,0,No,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1505.05,No +6791-YBNAK,Male,0,Yes,Yes,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,No +6358-LYNGM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +6077-BDPXA,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No +0013-MHZWF,Female,0,No,Yes,9,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,No +5494-HECPR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,Yes +8268-YDIXR,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,No +9824-BEMCV,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69,1149.65,Yes +1373-ORVIZ,Female,0,Yes,Yes,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes +4291-SHSBH,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,No +6980-IMXXE,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No +9866-QEVEE,Male,0,No,No,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86,1532.45,Yes +9897-KXHCM,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,Yes +0040-HALCW,Male,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,No +0784-GTUUK,Male,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No +7979-CORPM,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes +2294-DMMUS,Female,0,Yes,Yes,62,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,No +0872-JCPIB,Male,0,No,No,17,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,No +3055-MJDSB,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,No +9091-WTUUY,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,No +1618-CFHME,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,Yes +3165-HDOEW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +6581-NQCBA,Female,0,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes +7115-IRDHS,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,No +8496-DMZUK,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No +2040-VZIKE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,No +9068-VPWQQ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,No +0178-SZBHO,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,No +0384-RVBPI,Male,0,No,No,20,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,No +1689-MRZQR,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes +1299-AURJA,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,No +4525-VZCZG,Male,0,No,Yes,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,No +1543-LLLFT,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,No +5835-BEQEU,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Yes +2788-CJQAQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,No +5565-FILXA,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,Yes +0319-QZTCO,Female,0,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No +2120-SMPEX,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,No +0096-FCPUF,Male,0,No,No,30,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,No +0668-OGMHD,Female,0,Yes,No,21,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,No +5552-ZNFSJ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +2223-KAGMX,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Yes +6507-ZJSUR,Male,1,Yes,No,23,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,No +9408-HRXRK,Female,0,Yes,Yes,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,No +5593-SUAOO,Female,0,Yes,Yes,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,No +7321-PKUYW,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,Yes +2833-SLKDQ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes +6766-HFKLA,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,No +7595-EUIVN,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,Yes +7617-EYGLW,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +2026-TGDHM,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,Yes +9220-ZNKJI,Female,1,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No +4030-VPZBD,Female,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,Yes +2226-ICFDO,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No +0723-VSOBE,Female,1,No,No,45,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,No +5529-GIBVH,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No +4187-CINZD,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,Yes +9992-UJOEL,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,No +4741-WWJQZ,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,No +6625-UTXEW,Female,0,Yes,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,No +6818-WOBHJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Yes +6244-BESBM,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,No +1004-NOZNR,Male,1,No,Yes,56,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,No +1251-STYSZ,Female,1,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,No +2612-PHGOX,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,No +2408-TZMJL,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes +8480-PPONV,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,No +8780-IHCRN,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,No +4598-ZADCK,Female,0,No,No,53,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,No +1257-SXUXQ,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,No +9681-KYGYB,Male,1,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,No +7182-OVLBJ,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,No +5095-ETBRJ,Female,0,Yes,No,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,No +7005-CYUIL,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,No +4821-WQOYN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,No +4730-AWNAU,Male,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,No +3452-FLHYD,Male,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,No +2388-LAESQ,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No +9531-NSBMR,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,No +6260-ONULR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,No +4389-UEFCZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544,No +8711-LOBKY,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,No +9134-CEQMF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,Yes +8985-OOPOS,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,No +8800-ZKRFW,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,No +2616-FLVQC,Male,0,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,No +9968-FFVVH,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No +3108-PCCGG,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,No +7993-PYKOF,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75,632.95,Yes +8390-FESFV,Female,0,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No +3022-BEXHZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,No +5027-XWQHA,Male,0,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,Yes +6248-TKCQV,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,No +6729-GDNGC,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,No +6198-ZFIOJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,No +5989-OMNJE,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,No +4566-QVRRW,Female,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Yes +1291-CUOCY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,No +9795-SHUHB,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No +3230-IUALN,Female,0,Yes,Yes,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81,3533.6,No +0042-RLHYP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,No +8519-IMDHU,Male,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes +4945-RVMTE,Female,0,No,No,28,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,No +0201-OAMXR,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,Yes +1866-NXPSP,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,No +3372-KWFBM,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281,Yes +7831-QGOXH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,Yes +6393-WRYZE,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes +3941-XTSKM,Male,0,Yes,Yes,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No +1661-CZBAU,Male,0,No,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,No +6599-RCLCJ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,Yes +9831-BPFRI,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,Yes +5158-RIVOP,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,No +9788-YTFGE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No +9277-JOOMO,Female,0,No,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,No +1907-YLNYW,Male,0,No,No,8,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579,No +1725-MIMXW,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Yes +8947-YRTDV,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,No +3161-ONRWK,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,No +0114-RSRRW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No +4565-NLZBV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No +0031-PVLZI,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Yes +7206-GZCDC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +6682-VCIXC,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No +4791-QRGMF,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,Yes +6475-VHUIZ,Female,0,Yes,No,23,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,No +3910-MRQOY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,No +0661-WCQNQ,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,No +7537-RBWEA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,No +4656-CAURT,Male,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,No +0121-SNYRK,Male,0,No,No,50,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,No +1768-ZAIFU,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Yes +4671-LXRDQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45,96.45,Yes +3733-LSYCE,Female,0,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No +6265-FRMTQ,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No +1934-SJVJK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3838-OZURD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105,7133.25,Yes +1371-DWPAZ,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),56.05, ,No +9269-CQOOL,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,Yes +2017-CCBLH,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,141.6,No +7690-KPNCU,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,No +0536-BGFMZ,Female,0,Yes,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,No +2293-IJWPS,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985,No +2845-HSJCY,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,Yes +5469-NUJUR,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No +1184-PJVDB,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,Yes +2625-TRCZQ,Female,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,No +4102-HLENU,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,No +7266-GSSJX,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No +7722-VJRQD,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,No +7073-QETQY,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No +9415-DPEWS,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes +5624-RYAMH,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,No +0196-JTUQI,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,No +7130-YXBRO,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,No +9272-LSVYH,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,No +7943-RQCHR,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes +3793-MMFUH,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes +3249-ZPQRG,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,Yes +2568-BRGYX,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Yes +3084-DOWLE,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6474.4,No +1084-MNSMJ,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,No +7721-JXEAW,Male,0,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Yes +7249-WBIYX,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,Yes +4238-HFHSN,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,No +6250-CGGUN,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,No +5478-JJVZK,Female,0,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No +7596-IIWYC,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,No +6567-HOOPW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,Yes +9793-WECQC,Male,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,No +4291-HPAXL,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +8999-YPYBV,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,No +1839-FBNFR,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,No +3164-AALRN,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70,347.4,Yes +3071-MVJCD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,No +1697-BCSHV,Female,0,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No +0562-KBDVM,Female,0,No,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,No +1131-SUEKT,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No +3717-OEAUQ,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No +4538-WNTMJ,Female,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,No +3334-CTHOL,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes +4704-ERYFC,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554,Yes +9432-RUVSL,Female,0,No,No,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,No +8060-HIWJJ,Male,0,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,No +7684-XSZIY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No +9089-UOWJG,Female,0,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No +8621-MNIHH,Female,1,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,Yes +8039-ACLPL,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,No +9885-AIBVB,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,No +1934-MKPXS,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,No +2592-YKDIF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +2272-JKMSI,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No +0471-LVHGK,Male,0,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73,3001.2,Yes +9518-RWHZL,Female,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,Yes +8714-CTZJW,Female,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,No +3569-EDBPQ,Female,0,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No +3131-NWVFJ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,No +7521-YXVZY,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,No +5419-CONWX,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes +6240-EURKS,Female,0,No,Yes,18,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35,553,Yes +2373-NTKOD,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,No +1970-KKFWL,Female,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No +6960-HVYXR,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76,76,Yes +9337-SRRNI,Male,0,No,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,No +0895-UADGO,Male,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,No +5678-VFNEQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,No +5977-CKHON,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,No +7024-OHCCK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,Yes +2692-BUCFV,Male,1,No,No,29,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,No +7861-UVUFT,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,Yes +1830-GGFNM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,No +5302-BDJNT,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,No +5223-UZAVK,Male,0,No,No,64,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,No +4859-ZSRDZ,Female,0,Yes,Yes,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No +5651-WYIPH,Female,1,No,No,18,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,No +9350-VLHMB,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,No +3498-LZGQZ,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,No +8785-CJSHH,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,No +5357-TZHPP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Yes +3870-SPZSI,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No +0680-DFNNY,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,Yes +7560-QRBXH,Female,0,No,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No +7077-XJMET,Male,0,Yes,No,12,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,No +8752-GHJFU,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92,6585.2,No +6896-SRVYQ,Male,1,No,No,44,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,No +7767-UXAGJ,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Yes +4652-ODEVH,Male,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No +6510-UPNKS,Female,0,No,No,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,No +6718-BDGHG,Female,0,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No +9046-DQMTP,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No +6439-LAJXL,Male,0,Yes,No,9,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,No +1571-SAVHK,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes +9052-VKDUW,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,No +9546-CQJSU,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,Yes +1666-JZPZT,Male,0,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49,1291.35,No +5777-KJIRB,Female,0,No,No,40,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,No +0506-LVNGN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Yes +7677-SJJJK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No +2480-EJWYP,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,No +3253-HKOKL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,No +7055-HNEOJ,Male,0,Yes,No,3,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,No +5514-YQENT,Male,0,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No +3211-AAPKX,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,No +8445-DNBAE,Male,0,No,Yes,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,No +2951-QOQTK,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,Yes +2958-NHPPS,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No +6806-YDEUL,Female,1,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No +1735-XMJVH,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,No +6890-PFRQX,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,No +0222-CNVPT,Male,1,No,No,52,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,No +5899-OUVKV,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,No +8681-ICONS,Male,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No +1621-YNCJH,Female,0,Yes,No,36,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,No +3473-XIIIT,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,1534.75,Yes +6362-QHAFM,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,No +7893-IXHRQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Yes +3070-BDOQC,Female,0,No,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,No +2952-QAYZF,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,Yes +6234-PFPXL,Male,0,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No +9824-QCJPK,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,666.75,No +4763-PGDPO,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281,Yes +4283-IVYCI,Male,0,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No +1866-OBPNR,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,No +8205-MQUGY,Male,0,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No +8970-ANWXO,Female,0,No,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,No +9480-BQJEI,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,No +5394-SVGJV,Male,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Yes +6979-TNDEU,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,No +9777-WJJPR,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No +9283-LZQOH,Male,0,Yes,Yes,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Yes +7079-QRCBC,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,Yes +9495-SKLKD,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,No +6048-UWKAL,Female,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,No +5067-DGXLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No +5469-CTCWN,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106,6547.7,Yes +9851-QXEEQ,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,Yes +6281-FKEWS,Female,0,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No +8898-KASCD,Male,0,No,No,39,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,No +9242-TKFSV,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,No +9290-SHCMB,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No +0743-HNPFG,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,No +2277-BKJKN,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,No +9809-IMGCQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,Yes +5208-HFSBT,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Yes +5035-PGZXH,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,No +8695-WDYEA,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,No +6543-JXSOO,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,No +8016-ZMGMO,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,No +8605-ITULD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +3254-YRILK,Male,1,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,Yes +6416-YJTTB,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,No +2667-WYLWJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes +4472-VESGY,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No +3195-TQDZX,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,No +3128-YOVTD,Female,0,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No +0529-ONKER,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Yes +1728-CXQBE,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,No +7041-TXQJH,Female,0,No,No,37,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,No +5014-GSOUQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,No +5724-BIDBU,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,No +0481-SUMCB,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,No +1769-GRUIK,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,No +5240-IJOQT,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +8819-WFGGJ,Male,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No +7427-AUFPY,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,No +2811-POVEX,Female,1,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,No +1092-GANHU,Male,0,No,No,17,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Yes +7898-PDWQE,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,No +9972-EWRJS,Female,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,No +9314-IJWSQ,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,No +0661-XEYAN,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Yes +5799-JRCZO,Female,0,No,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,No +1921-KYSAY,Female,0,No,No,41,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,No +6198-RTPMF,Female,0,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,No +2924-KHUVI,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,No +1925-GMVBW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No +7881-EVUAD,Female,0,No,No,2,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,Yes +6184-DYUOB,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,No +9207-ZPANB,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No +5766-XQXMQ,Female,0,No,No,29,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Yes +9327-QSDED,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,No +1656-DRSMG,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,No +3012-VFFMN,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,No +2984-AFWNC,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,No +0640-YJTPY,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1493.75,No +8096-LOIST,Female,0,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No +9764-REAFF,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No +3703-VAVCL,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90,190.05,Yes +7107-UBYKY,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No +4881-GQJTW,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,No +8519-QJGJD,Female,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Yes +7876-DNYAP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,No +7905-NJMXS,Male,1,Yes,No,7,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475,No +2882-WDTBA,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,No +2091-GPPIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,No +6326-MTTXK,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,Yes +5071-FBJFS,Female,0,Yes,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,No +2796-UUZZO,Male,0,Yes,Yes,63,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,No +2429-AYKKO,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,No +9798-OPFEM,Female,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,No +0330-IVZHA,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,Yes +3794-NFNCH,Male,0,Yes,No,30,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,1474.9,No +5193-QLVZB,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,No +7114-AEOZE,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,No +2886-KEFUM,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,Yes +5522-NYKPB,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,No +4237-RLAQD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +9957-YODKZ,Male,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,No +6518-KZXCB,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No +2245-ADZFJ,Female,0,Yes,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,No +7776-QGYJC,Female,0,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No +9313-QOLTZ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,No +9651-GTSAQ,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,Yes +3186-BAXNB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes +4672-FOTSD,Male,0,No,No,12,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,No +0637-YLETY,Female,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Yes +9818-XQCUV,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,No +7338-ERIVA,Male,0,No,Yes,39,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,No +1157-BQCUW,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Yes +8259-NFJTV,Female,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No +3223-DWFIO,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,No +2660-EMUBI,Male,1,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,Yes +6968-GMKPR,Female,0,No,No,55,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,No +4751-ERMAN,Male,0,Yes,Yes,72,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,No +1436-ZMJAN,Female,0,Yes,No,10,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,No +3292-PBZEJ,Male,1,No,No,11,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,No +0799-DDIHE,Female,0,Yes,Yes,15,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,No +3070-FNFZQ,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,No +2812-SFXMJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7675-OZCZG,Female,1,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45,127.1,Yes +5014-WUQMG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,No +5312-TSZVC,Female,0,No,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,No +2003-CKLOR,Male,0,No,No,66,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,Yes +0993-OSGPT,Female,1,Yes,No,68,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,No +9254-RBFON,Female,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,Yes +1205-WNWPJ,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,Yes +9391-EOYLI,Male,1,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes +7108-DGVUU,Female,1,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No +2782-JEEBU,Male,0,No,No,21,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36,780.15,No +5127-BZENZ,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,No +2720-FVBQP,Female,0,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No +9906-NHHVC,Female,1,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No +4522-XRWWI,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,No +3766-EJLFL,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,No +5939-SXWHM,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,No +8152-UOBNY,Female,1,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No +7351-KYHQH,Female,1,No,No,7,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,No +7643-RCHXS,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No +8246-SHFGA,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,No +8387-MOJJT,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384,Yes +0620-XEFWH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,No +6485-QXWWE,Female,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26,1638.7,No +2761-OCIAX,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,Yes +7321-VGNKU,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,No +5327-CNLUQ,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,No +7552-KEYGT,Male,0,Yes,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,No +5816-JMLGY,Female,0,Yes,Yes,70,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,No +3068-OMWZA,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,Yes +2927-QRRQV,Male,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No +6032-KRXXO,Male,0,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes +7459-RRWQZ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Yes +6265-SXWBU,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,No +7941-RCJOW,Male,0,No,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,No +6374-NTQLP,Male,1,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,No +4154-AQUGT,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Yes +2387-KDZQY,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,No +3584-WKTTW,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,No +3399-BMLVW,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No +1971-DTCZB,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,No +3092-IGHWF,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,Yes +3374-PZLXD,Male,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No +3813-DHBBB,Male,0,Yes,No,67,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,No +2812-REYAT,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,No +6518-PPLMZ,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,No +4939-KYYPY,Male,0,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No +8017-LXHFA,Female,1,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,Yes +5930-GBIWP,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,No +6022-KOUQO,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No +6352-TWCAU,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,Yes +2361-UPSND,Female,0,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No +6035-RIIOM,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,No +2929-QNSRW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,Yes +1262-OPMFY,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes +9504-DSHWM,Male,0,No,No,20,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,No +5035-BVCXS,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,No +6267-DCFFZ,Female,1,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No +3533-UVMOM,Male,0,Yes,No,68,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,No +2439-LYPMQ,Male,1,Yes,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,No +4248-QPAVC,Female,1,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Yes +1899-VXWXM,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,Yes +1478-VPOAD,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,No +9995-HOTOH,Male,0,Yes,Yes,63,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59,3707.6,No +2988-PLAHS,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,No +1371-OJCEK,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,No +4999-IEZLT,Male,0,No,No,66,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,No +8883-ANODQ,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,No +4690-LLKUA,Male,1,No,No,17,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Yes +2351-RRBUE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,No +5980-BDHPY,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,No +1498-DQNRX,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No +9469-WEJBT,Male,0,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,No +3331-HQDTW,Female,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,Yes +9490-DFPMD,Female,1,No,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,Yes +2581-VKIRT,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,No +5442-XSDCW,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Yes +7426-WEIJX,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,No +2851-MMUTZ,Female,0,No,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,No +3049-NDXFL,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,Yes +8580-AECUZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,Yes +3307-TLCUD,Male,0,Yes,No,17,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,No +6625-FLENO,Male,0,Yes,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,No +2967-MXRAV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,No +7963-GQRMY,Female,0,Yes,Yes,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes +8189-HBVRW,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,No +4163-KIUHY,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,No +1228-FZFRV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes +3500-NSDOA,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,No +1171-TYKUR,Male,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,No +3761-FLYZI,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No +2058-DCJBE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,Yes +5364-XYIRR,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,Yes +4829-AUOAX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Yes +1219-NNDDO,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,No +8388-DMKAE,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,No +4403-BWPAY,Male,0,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No +9659-QEQSY,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,No +5405-ZMYXQ,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No +5047-LHVLY,Male,1,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes +1442-OKRJE,Male,0,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No +4737-AQCPU,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,No +9158-VCTQB,Female,0,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes +2808-CHTDM,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No +6311-UEUME,Female,0,No,No,29,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,Yes +0793-TWELN,Female,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,No +3283-WCWXT,Male,0,Yes,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,No +1060-ENTOF,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No +0999-QXNSA,Male,1,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No +5451-MHQOF,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,No +4836-WNFNO,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1849.2,No +9225-BZLNZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,No +0354-VXMJC,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,No +4422-QVIJA,Female,0,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No +9365-SRSZE,Male,1,Yes,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,No +6839-ITVZJ,Female,0,Yes,Yes,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes +8332-OSJDW,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,No +4735-BJKOU,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,No +0274-JKUJR,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,No +5740-YHGTW,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,No +8917-SZTTJ,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,No +1696-MZVAU,Male,0,Yes,Yes,39,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,No +7359-WWYJV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,No +0375-HVGXO,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,Yes +4906-ZHGPK,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770,No +8593-WHYHV,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes +3795-GWTRD,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,No +1298-PHBTI,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,No +6223-DHJGV,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,No +6961-MJKBO,Male,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No +6097-EQISJ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes +4423-YLHDV,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes +8158-WPEZG,Male,0,No,No,11,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,No +0107-YHINA,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,Yes +4918-FYJNT,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,No +0727-BNRLG,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,No +4854-CIDCF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,No +8640-SDGKB,Male,0,No,No,4,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,Yes +3280-MRDOF,Male,1,No,No,30,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,No +6435-SRWBJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No +9964-WBQDJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,No +6303-KFWSL,Female,0,No,No,29,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,No +1702-CCFNJ,Male,0,Yes,No,52,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,No +8932-CZHRQ,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,No +0386-CWRGM,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,No +5515-RUGKN,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,No +0404-AHASP,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No +7279-NMVJC,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,No +2081-VEYEH,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No +6407-UTSLV,Female,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,No +4116-TZAQJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Yes +9060-HJJRW,Female,0,No,No,51,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,No +2587-YNLES,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No +7398-SKNQZ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,No +5935-FCCNB,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No +1958-RNRKS,Male,0,Yes,No,30,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,No +5136-RGMZO,Male,0,No,No,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,No +8345-MVDYC,Female,0,No,No,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,No +8226-BXGES,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,No +3877-JRJIP,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,Yes +8375-DKEBR,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +9705-IOVQQ,Male,1,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99,5969.3,No +1015-OWJKI,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No +7511-YMXVQ,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,Yes +2040-XBAVJ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,No +7551-JOHTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Yes +8887-IPQNC,Female,0,Yes,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,No +8646-JCOMS,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No +9804-ICWBG,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +1222-KJNZD,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,No +0106-GHRQR,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,No +5318-IXUZF,Female,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Yes +3768-VHXQO,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,No +8952-WCVCD,Female,0,Yes,No,41,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,No +2418-TPEUN,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,No +3963-RYFNS,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,No +3198-VELRD,Female,0,Yes,Yes,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Yes +8540-ZQGEA,Female,0,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,No +1320-REHCS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832,No +4137-JOPHL,Female,0,No,No,50,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,No +9436-ZBZCT,Male,0,No,No,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,Yes +7801-CEDNV,Male,0,Yes,No,27,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,No +2057-BOYKM,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,No +3658-QQJYD,Male,0,No,No,62,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,No +1803-BGNBD,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,No +0134-XWXCE,Female,1,No,No,44,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,No +6950-TWMYB,Male,0,Yes,Yes,54,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,No +5848-FHRFC,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,No +2243-FNMMI,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,No +2511-MORQY,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,No +5356-KZCKT,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,No +9470-XCCEM,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,No +6519-CFDBX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No +3902-MIVLE,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,No +0409-WTMPL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,No +8763-KIAFH,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,No +3669-WHAFY,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No +3055-VTCGS,Female,0,No,No,63,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,No +3144-KMTWZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,No +7279-BUYWN,Female,1,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,Yes +7156-MHUGY,Male,1,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,Yes +7198-GLXTC,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79,143.65,Yes +2007-QVGAW,Female,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No +5207-PLSTK,Male,0,Yes,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,No +2307-FYNNL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,No +5605-XNWEN,Male,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,1802.55,No +2155-AMQRX,Female,0,No,No,28,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,No +6181-AXXYF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,No +5091-HFAZW,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,No +0516-VRYBW,Female,0,No,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes +2519-LBNQL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No +8623-ULFNQ,Female,1,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No +8380-PEFPE,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +5687-DKDTV,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Yes +1568-LJSZU,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,No +7530-HDYDS,Female,0,No,No,38,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Yes +7789-HKSBS,Female,1,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,No +7416-CKTEP,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No +2586-CWXVV,Male,0,Yes,No,54,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,No +3096-IZETN,Female,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Yes +2348-KCJLT,Female,0,Yes,No,44,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,No +8401-EMUWF,Male,0,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No +4193-IBKSW,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,No +5377-NDTOU,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No +5922-ABDVO,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,Yes +2474-LCNUE,Female,0,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No +0839-QNXME,Female,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,No +3506-OVLKD,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,No +9172-ANCRX,Female,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,Yes +6650-VJONK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,No +2178-PMGCJ,Male,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,No +7492-TAFJD,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280,No +2773-MADBQ,Female,0,No,No,36,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,No +6016-LVTJQ,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No +7860-KSUGX,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No +8966-KZXXA,Male,0,Yes,Yes,36,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,No +6910-HADCM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,Yes +4816-LXZYW,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Yes +9606-PBKBQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,2642.05,Yes +5149-QYTTU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No +2070-XYMFH,Female,1,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,No +2085-BOJKI,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,No +0817-HSUSE,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No +5442-PPTJY,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,No +1927-QEWMY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No +1663-MHLHE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +5663-QBGIS,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,No +4450-MDZFX,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,No +6701-DHKWQ,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,No +7554-AKDQF,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,No +3536-IQCTX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,Yes +4911-BANWH,Female,0,No,Yes,31,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Yes +8496-EJAUI,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Yes +0794-YVSGE,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No +5423-BHIXO,Female,0,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No +6908-VVYHM,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No +2959-EEXWB,Female,0,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No +1839-UMACK,Male,0,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No +3030-YDNRM,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,No +7321-KKSDU,Male,0,No,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,No +3402-XRIUO,Female,1,Yes,No,22,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,No +3132-TVFDZ,Male,1,Yes,No,57,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,Yes +8286-AFUYI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No +8080-DDEMJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes +8356-WUAOJ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45,45,No +6365-MTGZX,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96,2122.45,Yes +1349-WXNGG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Yes +8058-DMYRU,Male,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No +9350-ZXYJC,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,No +6990-YNRIO,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,Yes +8958-JPTRR,Female,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,No +6959-GQEGV,Male,0,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No +3173-WSSUE,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,No +1265-HVPZB,Male,0,Yes,No,59,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,No +4115-UMJFQ,Male,0,No,No,69,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,No +7369-TRPFD,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No +1098-KFQEC,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No +7190-XHTWJ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,No +0621-TWIEM,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Yes +3537-RYBHH,Female,1,Yes,No,47,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252,No +2485-ITVKB,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes +3669-OYSJI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Yes +1612-EOHDH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,Yes +6702-OHFWR,Male,1,No,No,1,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,Yes +5296-BFCYD,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,No +4510-PYUSH,Female,1,No,No,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Yes +9359-JANWS,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,No +7517-SAWMO,Female,0,Yes,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Yes +4143-HHPMK,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,Yes +3279-DYZQM,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,No +7054-LGEQW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +0523-VNGTF,Female,1,No,No,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,No +9575-IWCAZ,Male,0,Yes,No,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171,No +7105-MXJLL,Female,1,Yes,No,26,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,No +7064-FRRSW,Male,1,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99,4744.35,No +7940-UQQUG,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No +0923-PNFUB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,Yes +3961-SXAXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,No +7010-BRBUU,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No +3566-HJGPK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,No +3062-ICYZQ,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,No +9938-PRCVK,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,No +0973-KYVNF,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,No +5129-HHMZC,Female,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No +9637-CDTKZ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,No +3946-JEWRQ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563,No +7873-CVMAW,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,No +0463-WZZKO,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No +3494-JCHRQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Yes +6474-FVJLC,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,165.45,Yes +4524-QCSSM,Male,0,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No +5832-EXGTT,Male,0,Yes,Yes,29,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,No +8840-DQLGN,Female,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Yes +2039-JONDJ,Male,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No +7217-JYHOQ,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,No +6695-FRVEC,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No +4547-LYTDD,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Yes +9894-QMIMJ,Female,0,No,No,23,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,No +8069-YQQAJ,Male,0,No,No,14,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,No +6770-XUAGN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21,21,Yes +4193-ORFCL,Female,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,Yes +1636-NTNCO,Male,1,No,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,No +3466-WAESX,Male,0,No,Yes,16,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,No +9281-PKKZE,Female,0,Yes,No,46,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,No +3638-VBZTA,Male,0,No,Yes,68,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,No +7459-IMVYU,Male,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,No +7776-QWNFX,Male,1,Yes,No,30,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Yes +6689-TCZHQ,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes +8563-OYMQY,Male,0,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,No +0754-EEBDC,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No +5777-ZPQNC,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,No +1951-IEYXM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,No +3318-NMQXL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92,266.8,No +3143-ILDAL,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Yes +1022-RKXDR,Female,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,No +2361-FJWNO,Male,0,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36,1382.9,No +2272-UOINI,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,No +8232-UTFOZ,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No +3750-YHRYO,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150,No +6637-KYRCV,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,No +5668-MEISB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,No +0129-QMPDR,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,No +7188-CBBBA,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,No +5356-CSVSQ,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,No +3221-CJMSG,Male,0,No,No,24,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,No +4720-VSTSI,Female,0,No,No,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Yes +3219-JQRSL,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,No +2801-NISEI,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,No +3946-MHCZW,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,Yes +4623-ZKHLY,Male,0,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No +6732-VAILE,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,No +8201-AAXCB,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,No +7696-CFTAT,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No +1845-CSBRZ,Female,1,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,No +2123-VSCOT,Female,0,Yes,Yes,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No +6651-AZVTJ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,Yes +4566-GOLUK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes +2484-DGXPZ,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes +2018-QKYGT,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,No +2792-VPPET,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No +7409-JURKQ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,No +3247-MHJKM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +1964-SVLEA,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No +4587-NUKOX,Female,0,No,No,3,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,Yes +7297-DVYGA,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,No +2239-CGBUZ,Female,0,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,No +0854-UYHZD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,No +7243-LCGGZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,No +8267-KFGYD,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No +4890-VMUAV,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,No +9261-WDCAF,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,No +3764-MNMOI,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No +7442-YGZFK,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +0420-BWTPW,Male,0,No,Yes,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,Yes +8229-BUJHX,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,No +7449-HVPIV,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,No +5504-WSIUR,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,No +8183-ONMXC,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,Yes +8466-PZBLH,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No +9614-RMGHA,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Yes +8735-IJJEG,Male,0,Yes,No,14,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,No +0564-MUUQK,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,No +5054-IEXZT,Male,0,No,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5834-ASPWA,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Yes +0701-RFGFI,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,No +0019-EFAEP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No +5619-PTMIK,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No +3737-XBQDD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,No +5882-CMAZQ,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,No +5846-QFDFI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,No +4445-KWOKW,Female,0,No,No,42,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,No +3511-APPBJ,Male,0,No,No,23,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,No +7967-HYCDE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No +2430-RRYUW,Male,0,No,No,66,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,No +3948-XHGNA,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Yes +3723-BFBGR,Male,1,No,No,24,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,No +0565-IYCGT,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Yes +5447-WZAFP,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,No +5110-CHOPY,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No +5445-UTODQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,Yes +4425-OWHWB,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No +7892-QVYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No +9675-ICXCT,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,No +1024-VRZHF,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes +4703-MQYKT,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,No +9497-QCMMS,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,Yes +5692-ICXLW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,No +0602-DDUML,Female,0,No,No,57,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,No +2208-MPXIO,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20,886.4,No +1960-UYCNN,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No +0348-SDKOL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Yes +3190-FZATL,Male,0,No,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,No +7336-RLLRH,Male,0,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No +4373-MAVJG,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Yes +8901-HJXTF,Female,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,Yes +7710-JSYOA,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,No +5419-KLXBN,Female,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Yes +3424-NMNBO,Male,1,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes +9885-MFVSU,Female,0,Yes,Yes,35,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,No +4514-GFCFI,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,Yes +0607-MVMGC,Male,0,Yes,Yes,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No +3365-SAIGS,Female,0,No,No,17,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,No +9828-AOQLM,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Yes +8022-BECSI,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,No +8000-REIQB,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Yes +9993-LHIEB,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,No +0266-CLZKZ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,No +7615-ESMYF,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,Yes +3858-VOBET,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Yes +7020-OZKXZ,Female,1,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,No +3977-QCRSL,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,No +0017-DINOC,Male,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,No +1447-PJGGA,Female,0,No,No,57,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,Yes +8565-CLBZW,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes +9139-WQQDY,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,Yes +0224-HJAPT,Male,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,Yes +8086-OVPWV,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,Yes +9430-FRQOC,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,Yes +7639-OPLNG,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,No +3074-GQWYX,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Yes +1492-QGCLU,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,No +6845-RGTYS,Female,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,Yes +7328-OWMOM,Female,0,No,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,No +4418-LZMSV,Male,0,Yes,Yes,13,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,No +5155-AZQPB,Female,0,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,No +8861-HGGKB,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,Yes +1087-GRUYI,Male,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,No +7065-YUNRY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +7694-VLBWQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,Yes +2546-KZAAT,Male,0,Yes,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,No +0181-RITDD,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,No +5989-PGKJB,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,No +4795-KTRTH,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81,371.65,Yes +8272-ONJLV,Male,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184,No +1488-PBLJN,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No +0308-GIQJT,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,No +3778-FOAQW,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,No +4452-ROHMO,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,No +6481-OGDOO,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,Yes +3090-LETTY,Male,0,No,Yes,2,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,No +5349-AZPEW,Female,0,Yes,Yes,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,No +3753-TSEMP,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,Yes +8305-VHZBZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +9720-JJJOR,Male,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,No +8100-HZZLJ,Female,0,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No +8775-ERLNB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,No +8309-IEYJD,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +9172-JITSM,Female,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,Yes +6298-QDFNH,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Yes +7398-HPYZQ,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404,No +3546-GHEAE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,No +7361-YPXFS,Female,1,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No +6557-BZXLQ,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,No +2550-QHZGP,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,No +7519-JTWQH,Female,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,No +2538-OIMXF,Female,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,No +8543-MSDMF,Male,0,No,No,3,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,No +9961-JBNMK,Male,1,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes +1170-SASML,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,No +4872-JCVCA,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,No +5346-BZCHP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,No +2038-LLMLM,Female,0,No,No,48,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,No +6173-ITPWD,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Yes +9734-UYXQI,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes +1216-BGTSP,Male,0,No,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,No +4138-NAXED,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81,4085.75,No +2189-UXTKY,Female,0,Yes,No,22,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,Yes +0744-BIKKF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,No +7483-IQWIB,Male,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,No +5248-KWLAR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,No +4958-GZWIY,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,Yes +7996-MHXLW,Female,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,No +7833-PKIHD,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,No +7061-OVMIM,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,No +5153-RTHKF,Female,0,No,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,No +1852-QSWCD,Male,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,No +4832-VRBMR,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,No +9079-LWTFD,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,No +6356-ELRKD,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,Yes +8624-GIOUT,Female,0,No,No,49,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Yes +3392-EHMNK,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No +5986-WWXDV,Male,0,No,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,No +3061-BCKYI,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,No +6179-GJPSO,Female,1,No,No,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Yes +7901-TBKJX,Male,1,No,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594,No +7228-PAQPD,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,No +3177-LASXD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,Yes +7746-QYVCO,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,No +5804-HYIEZ,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,No +9919-FZDED,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,No +5934-TSSAU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,No +3486-KHMLI,Male,0,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No +4897-QSUYC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Yes +1084-UQCHV,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Yes +8290-YWKHZ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931,Yes +2955-BJZHG,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,Yes +3806-DXQOM,Female,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,Yes +6784-XYJAE,Female,0,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No +3933-DQPWX,Female,0,No,No,50,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,No +6661-EIPZC,Female,0,Yes,Yes,48,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,No +8957-THMOA,Female,0,No,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,No +2251-PYLPB,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No +5555-RNPGT,Male,0,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No +1057-FOGLZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,No +9300-RENDD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,Yes +0761-AETCS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Yes +8087-LGYHQ,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,No +4137-BTIKL,Male,0,No,No,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,No +2190-BCXEC,Female,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No +6227-FBDXH,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,No +2153-MREFK,Female,0,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes +2911-WDXMV,Male,0,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No +7206-PQBBZ,Male,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No +3106-ULWFW,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Yes +0925-VYDLG,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes +4547-FZJWE,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157,No +7422-WNBTY,Male,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No +0842-IWYCP,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No +3521-HTQTV,Male,0,No,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,No +3744-ZBHON,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,No +3373-DIUUN,Male,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No +8383-SGHJU,Female,0,No,No,33,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,No +7607-QKKTJ,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95,4368.85,No +7707-PYBBH,Male,0,No,No,40,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,No +8984-HPEMB,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,No +4349-GFQHK,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,Yes +4139-DETXS,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528,No +9779-DPNEJ,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,No +9805-FILKB,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,No +5793-YOLJN,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21,1210.3,No +0673-IGUQO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +4123-FCVCB,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,No +8819-IMISP,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,No +7802-EFKNY,Male,0,Yes,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Yes +8311-UEUAB,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,No +5858-EAFCZ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,No +8035-BUYVG,Male,0,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes +1163-ONYEY,Male,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No +9787-XVQIU,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Yes +8945-MUQUF,Male,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,Yes +5656-MJEFC,Male,0,Yes,Yes,42,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,No +6082-OQFBA,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No +8051-HJRLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Yes +8974-OVACP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,No +4010-YLMVT,Female,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No +1379-FRVEB,Male,0,No,Yes,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91,1430.05,No +8612-GXIDD,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313,No +6288-CHQJB,Female,0,Yes,Yes,54,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,No +8160-HOWOX,Female,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No +3023-GFLBR,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,Yes +6648-INWPS,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,No +4223-BKEOR,Female,0,No,Yes,21,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,No +4079-VTGLK,Male,1,Yes,No,30,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,No +1763-WQFUK,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No +1391-UBDAR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,No +8894-JVDCV,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,No +2023-VQFDL,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19,348.8,No +1345-GKDZZ,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No +2014-MKGMH,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,No +5628-FCGYG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,No +2560-WBWXF,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No +0248-IPDFW,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No +7978-DKUQH,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,No +4335-UPJSI,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,No +0524-IAVZO,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,2624.25,Yes +2737-YNGYW,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,Yes +1784-EZDKJ,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,No +9297-FVVDH,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,No +8007-YYPWD,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,No +7101-HRBLJ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No +5159-YFPKQ,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Yes +6635-CPNUN,Male,0,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,No +4021-RQSNY,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes +5453-YBTWV,Male,0,Yes,Yes,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,No +5039-LZRQT,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,No +2931-VUVJN,Female,1,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,No +9061-TIHDA,Male,1,Yes,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,Yes +8699-ASUFO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Yes +6418-PIQSP,Female,0,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,4985.9,No +8220-OCUFY,Female,0,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No +3995-WFCSM,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No +1895-QTKDO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,No +2038-OEQZH,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,No +1178-PZGAB,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,No +7927-AUXBZ,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,Yes +2626-VEEWG,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,No +2878-RMWXY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,No +1657-DYMBM,Male,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,No +7311-MQJCH,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No +7375-WMVMT,Male,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,No +1136-XGEQU,Female,0,Yes,Yes,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No +2530-FMFXO,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,No +6844-DZKRF,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,No +4695-WJZUE,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,Yes +7619-ODSGN,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Yes +5970-GHJAW,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,No +8879-XUAHX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No +3689-MOZGR,Female,0,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No +4195-PNGZS,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,No +5003-XZWWO,Male,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No +3988-RQIXO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,Yes +7622-FWGEW,Male,1,Yes,No,56,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,No +6922-NCEDI,Male,0,No,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No +2514-GINMM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,Yes +9891-NQDBD,Female,0,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No +6131-IUNXN,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,No +8548-AWOFC,Male,0,Yes,No,66,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,No +9798-DRYDS,Female,0,Yes,Yes,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No +8532-UEFWH,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,No +6296-DDOOR,Female,0,No,No,19,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,No +7951-VRDVK,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,No +5931-FLJJF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Yes +4815-YOSUK,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,No +2659-VXMWZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,Yes +0380-NEAVX,Male,1,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No +3207-OYBWH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Yes +4285-GYRQC,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes +7216-EWTRS,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes +4365-MSDYN,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No +7036-TYDEC,Female,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104,7028.5,No +5802-ADBRC,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,No +8076-FEZKJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,No +5197-YPYBZ,Female,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,No +8337-MSSXB,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,Yes +4312-GVYNH,Female,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,No +8495-LJDFO,Female,1,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,No +0839-JTCUD,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,No +5494-WOZRZ,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82,5999.85,No +1302-UHBDD,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,No +2234-EOFPT,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,No +8619-IJNDK,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No +8378-LKJAF,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,No +8182-BJDSI,Female,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,Yes +2528-HFYZX,Male,1,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes +1153-GNOLC,Male,0,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No +3298-QEICA,Female,0,Yes,Yes,23,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,No +0788-DXBFY,Male,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,No +3597-YASZG,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,No +3496-LFSZU,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,No +5242-UOWHD,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,No +2482-CZGBB,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,740,Yes +6479-SZPLM,Male,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,No +8097-VBQTZ,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,No +4500-HKANN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,No +9917-KWRBE,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,No +3420-ZDBMA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,No +2212-LYASK,Male,0,Yes,Yes,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No +1393-IMKZG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No +8069-RHUXK,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,No +3398-GCPMU,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,No +2908-WGAXL,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,No +3378-AJRAO,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,No +1013-QCWAM,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,No +0866-QLSIR,Female,0,No,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,Yes +6050-FFXES,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,No +7181-BQYBV,Female,0,Yes,Yes,1,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,Yes +0362-RAOQO,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No +9554-DFKIC,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,No +5527-ACHSO,Female,0,No,No,11,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,No +0829-DDVLK,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,No +1399-UBQIU,Male,0,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No +1813-JLKWR,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,No +0336-PIKEI,Male,1,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,No +7322-OCWHC,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,No +9537-VHDTA,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,No +4957-TIALW,Female,0,No,Yes,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No +2054-PJOCK,Female,0,No,No,60,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,No +9150-HEPMB,Male,0,No,No,56,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,No +9030-QGZNL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,No +6204-IEUXJ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,Yes +3126-WQMGH,Female,0,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No +4529-CKBCL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes +2506-CLAKW,Female,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes +7176-WRTNX,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,No +1583-IHQZE,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,Yes +5732-IKGQH,Male,1,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No +9239-GZHZE,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No +7205-BAIAD,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No +0151-ONTOV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,Yes +4140-MUHUG,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,Yes +0093-EXYQL,Female,1,No,No,40,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,No +8064-RAVOH,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,No +0219-QAERP,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,No +0320-JDNQG,Male,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes +7180-PISOG,Male,0,Yes,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +9168-INPSZ,Female,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,No +3571-RFHAR,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,Yes +0015-UOCOJ,Female,1,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,No +5334-AFQJB,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No +2754-SDJRD,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,No +9578-VRMNM,Female,0,No,No,16,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Yes +1587-FKLZB,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes +6140-QNRQQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Yes +8963-JLGJT,Male,0,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No +4307-KTUMW,Male,0,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes +1465-LNTLJ,Male,1,Yes,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,No +5440-FLBQG,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Yes +2135-DQWAQ,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,No +4056-QHXHZ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,No +7470-MCQTK,Female,0,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes +7488-MXJIV,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,Yes +7401-JIXNM,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965,No +9339-FIIJL,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,No +2027-FECZV,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,Yes +2672-DZUOY,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Yes +4706-DGAHW,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,No +3870-MQAMG,Female,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,Yes +6670-MFRPK,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,No +6177-PEVRA,Female,0,No,No,48,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,No +4800-CZMPC,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,Yes +4813-HQMGZ,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,No +7579-KKLOE,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,No +7377-DMMRI,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Yes +8402-EIVQS,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,No +4947-DSMXK,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,No +7245-NIIWQ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,No +0002-ORFBO,Female,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,No +3324-OIRTO,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No +5414-OFQCB,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,No +4967-WPNCF,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,No +8552-OBVRU,Female,1,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,No +8499-BRXTD,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,No +9154-QDGTH,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No +8197-BFWVU,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,No +2577-GVSIL,Male,0,Yes,Yes,35,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,No +9367-OIUXP,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,No +6770-UAYGJ,Female,0,Yes,Yes,49,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,No +6463-HHXJR,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No +7928-VJYAB,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,No +1187-WILMM,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,No +9776-OJUZI,Female,1,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No +1306-RPWXZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No +8949-JTMAY,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,Yes +2774-LVQUS,Female,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,Yes +3097-PYWXL,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No +2266-SJNAT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No +0869-PAPRP,Female,1,Yes,No,26,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067,No +4238-JSSWH,Female,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No +2972-YDYUW,Female,0,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,No +1104-FEJAM,Male,0,Yes,Yes,28,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,No +2809-ILCYT,Female,0,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No +5499-ECUTN,Female,0,Yes,No,47,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,No +4981-FLTMF,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,No +9121-PHQSR,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,No +3113-IWHLC,Male,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,No +3211-ILJTT,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Yes +4612-THJBS,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,Yes +4277-BWBML,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,No +4094-NSEDU,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,Yes +0234-TEVTT,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45,2196.3,No +4304-TSPVK,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,No +1552-AAGRX,Female,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,No +2637-FKFSY,Female,0,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,No +9796-MVYXX,Female,1,No,No,14,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,No +7874-ECPQJ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No +0020-INWCK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,No +7089-RKVSZ,Male,0,Yes,Yes,8,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,No +2683-JXWQQ,Male,0,Yes,Yes,61,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,No +9548-ZMVTX,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No +8739-XNIKG,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84,424.75,No +9755-JHNMN,Female,0,No,No,49,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,No +3981-QSVQI,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No +2789-HQBOU,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,No +9424-CMPOG,Male,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,No +5067-WJEUN,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,No +3450-WXOAT,Male,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,No +9251-WNSOD,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,No +6974-DAFLI,Female,0,Yes,No,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,No +2616-UUTFK,Male,0,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No +7064-JHXCE,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No +5103-MHMHY,Female,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +7989-AWGEH,Male,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No +4373-VVHQL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No +4559-UWIHT,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No +7268-IGMFD,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No +1846-XWOQN,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes +0235-KGSLC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes +6650-BWFRT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,No +9570-KYEUA,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,No +6993-YGFJV,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,No +2712-SYWAY,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,No +0730-BGQGF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,No +5498-IBWPI,Female,0,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No +9101-NTIXF,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,No +0013-SMEOE,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,No +9314-QDMDW,Male,0,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No +9308-ANMVE,Male,0,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No +2884-GBPFB,Female,0,Yes,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Yes +3757-NJYBX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Yes +3413-DHLPB,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,No +7649-PHJVR,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,No +6114-TCFID,Female,0,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No +3787-TRIAL,Male,0,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No +2573-GYRUU,Male,1,Yes,No,48,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,No +5156-UMKOW,Female,0,No,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,No +1247-QBVSH,Female,0,Yes,Yes,43,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,No +6734-GMPVK,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,No +9822-OAOVB,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,No +6161-ERDGD,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,No +1226-JZNKR,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,No +7318-EIVKO,Male,0,No,No,8,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,No +3771-PZOBW,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,No +5136-KCKGI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes +8231-BSWXX,Male,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,No +6486-LHTMA,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,No +4083-BFNYK,Female,1,Yes,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95,3591.25,No +3722-WPXTK,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes +7389-KBFIT,Female,0,Yes,Yes,2,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,No +7176-WIONM,Female,0,Yes,No,12,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,No +5141-ZUVBH,Female,0,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93,870.25,No +1089-HDMKP,Male,1,No,Yes,11,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,No +7623-HKYRK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,No +0310-SUCIN,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,No +5197-PYEPU,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,No +2929-ERCFZ,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,Yes +7548-SEPYI,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,Yes +8835-VSDSE,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Yes +6619-RPLQZ,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,No +3275-RHRNE,Male,0,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60,1682.05,No +3503-TYDAY,Female,0,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,No +6901-GOGZG,Male,0,No,Yes,60,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,No +1623-NLDOT,Female,0,Yes,No,42,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,Yes +7021-XSNYE,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,No +9621-OUPYD,Female,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,No +9898-KZQDZ,Female,1,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Yes +8982-NHAVY,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,No +4307-KWMXE,Male,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No +0141-YEAYS,Female,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,No +2450-ZKEED,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,No +3694-DELSO,Male,0,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No +3893-JRNFS,Male,0,No,No,68,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,No +9603-OAIHC,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,No +1133-KXCGE,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,No +5236-PERKL,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465,Yes +0142-GVYSN,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,No +1049-FYSYG,Female,0,Yes,No,17,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,No +7854-FOKSF,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes +2519-FAKOD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Yes +8406-LNMHF,Male,1,Yes,No,59,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,No +1821-BUCWY,Male,0,No,No,30,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,No +8263-JQAIK,Male,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes +0023-UYUPN,Female,1,Yes,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,No +8314-DPQHL,Male,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No +1465-WCZVT,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,No +9481-SFCQY,Female,0,No,Yes,14,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,No +6360-SVNWV,Female,1,No,No,31,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,No +0567-GGCAC,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,No +7089-IVVAZ,Female,0,No,No,8,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Yes +8884-MRNSU,Male,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,No +2171-UDMFD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No +9050-IKDZA,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,No +2205-YMZZJ,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,Yes +9802-CAQUT,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,No +1254-IZEYF,Female,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,Yes +0187-WZNAB,Female,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,No +9492-TOKRI,Female,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90,1527.35,Yes +1475-VWVDO,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,No +9221-OTIVJ,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,Yes +1357-MVDOZ,Male,0,Yes,Yes,11,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,No +7602-MVRMB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,No +3325-FUYCG,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,Yes +5908-QMGOE,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Yes +1197-BVMVG,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,No +5406-KGRMX,Female,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No +8481-YYXWG,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Yes +5968-HYJRZ,Male,0,Yes,Yes,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,No +5198-EFNBM,Male,1,Yes,No,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,No +7516-GMHUV,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,No +7140-ADSMJ,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No +2230-XTUWL,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,No +7706-YLMQA,Female,0,No,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,No +2585-KTFRE,Male,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No +7994-UYIVZ,Male,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,No +2609-IAICY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes +1740-CSDJP,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes +7717-BICXI,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,No +6559-RAKOZ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,No +2636-OHFMN,Male,0,Yes,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201,Yes +4716-MRVEN,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,599.3,No +2143-LJULT,Female,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,No +1323-OOEPC,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Yes +3200-MNQTF,Male,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No +6164-HXUGH,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,No +5630-IXDXV,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,No +0320-DWVTU,Female,0,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No +9135-MGVPY,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,No +1212-GLHMD,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,No +7878-JGDKK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,No +1088-AUUZZ,Male,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No +0397-GZBBC,Male,1,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Yes +6614-YWYSC,Male,1,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1501.75,No +9588-OZDMQ,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45,89.75,No +7641-EUYET,Male,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes +6476-EPYZR,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No +9921-ZVRHG,Female,0,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes +1174-FGIFN,Female,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,No +6620-HVDUJ,Male,0,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No +4701-MLJPN,Male,0,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes +1032-MAELW,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No +7641-TQFHN,Male,0,No,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,No +1552-TKMXS,Female,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,No +9206-GVPEQ,Male,0,Yes,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,Yes +8622-ZLFKO,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No +1596-BBVTG,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes +6188-UXBBR,Female,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,No +2333-KWEWW,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No +5702-SKUOB,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,No +1134-YWTYF,Male,0,Yes,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,No +6061-GWWAV,Male,0,No,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,No +0679-TDGAK,Male,0,Yes,Yes,50,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,No +6585-WCEWR,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No +9067-YGSCA,Female,0,No,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,No +9067-SQTNS,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926,No +8433-WXGNA,Male,0,No,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Yes +1776-SPBWV,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,No +8735-SDUFN,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,No +9668-PUGNU,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,No +9405-GPBBG,Female,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,No +1926-QUZNN,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,No +3707-GNWHM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Yes +7016-NVRIC,Male,1,Yes,No,29,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,No +5829-NVSQN,Female,0,Yes,No,23,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,No +9565-AXSMR,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,No +8922-LIEGH,Female,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,Yes +8869-LIHMK,Female,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,No +8245-UMPYT,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,Yes +5186-SAMNZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Yes +0447-RXSGD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No +4927-WWOOZ,Male,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,No +5788-YPOEG,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,No +5373-SFODM,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes +0661-KBKPA,Male,0,Yes,Yes,53,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,No +9081-WWXKP,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No +0784-ZQJZX,Male,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,No +3133-PZNSR,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,No +5766-ZJYBB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,Yes +8931-GJJIQ,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes +4277-PVRAN,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Yes +0022-TCJCI,Male,1,No,No,45,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,Yes +0722-SVSFK,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715,No +3612-YVGSJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No +9825-YCXWZ,Female,1,No,No,41,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,No +5397-NSKQG,Male,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,No +8565-HBFNN,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,No +2000-DHJUY,Female,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,No +0203-HHYIJ,Male,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Yes +8670-ERCJH,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,No +7758-UJWYS,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,No +2050-ONYDQ,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26,1654.85,No +7055-JCGNI,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,No +0739-UUAJR,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No +4826-DXMUP,Male,0,No,Yes,35,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,No +0952-KMEEH,Male,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,Yes +7285-KLOTR,Female,0,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No +0654-PQKDW,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No +7175-NTIXE,Female,0,No,No,25,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,No +7963-SHNDT,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,No +9796-BPKIW,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,No +0188-GWFLE,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,No +8129-GMVGI,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,No +2882-DDZPG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No +3547-LQRIK,Female,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,No +9137-NOQKA,Male,1,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,No +5843-TTHGI,Female,0,No,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,892.7,No +1849-RJYIG,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60,487.75,No +8868-GAGIO,Male,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,No +4061-UKJWL,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,No +5380-XPJNZ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,No +8263-QMNTJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,No +8178-EYZUO,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,Yes +3230-JCNZS,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99,7061.65,No +0277-ORXQS,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,No +5130-IEKQT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes +3230-WYKIR,Male,0,No,No,18,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82,1425.45,Yes +7996-BPXHY,Female,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,332.5,No +3227-WLKLI,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,No +0407-BDJKB,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes +2266-FUBDZ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,No +8237-ULIXL,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No +9600-UDOPK,Male,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,Yes +8216-AZUUZ,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,No +9153-BTBVV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1753,No +4074-SJFFA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes +3269-ATYWD,Male,1,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,Yes +5186-PEIZU,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No +1074-AMIOH,Female,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,No +4910-GMJOT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,Yes +0354-WYROK,Female,1,Yes,Yes,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,Yes +4361-FEBGN,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,No +7748-UMTRK,Female,1,No,Yes,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,No +0380-ZCSBI,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20,198.7,No +7145-FEJWU,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,No +6463-MVYRY,Female,1,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No +3969-JQABI,Female,0,Yes,No,58,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,No +9624-EGDEQ,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,No +1051-EQPZR,Female,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No +5849-ASHZJ,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No +5780-INQIK,Female,0,No,No,8,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,No +7576-OYWBN,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes +4526-ZJJTM,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,No +8384-FZBJK,Female,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No +3750-RNQKR,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,No +0962-CQPWQ,Female,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,No +3096-YXENJ,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,No +1265-BCFEO,Female,0,Yes,No,71,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,No +5837-LXSDN,Female,0,Yes,Yes,21,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,No +5945-AZYHT,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,No +8325-QRPZR,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525,No +6384-VMJHP,Female,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73,5265.2,No +2262-SLNVK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,No +7730-CLDSV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,No +1135-HIORI,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,No +0164-APGRB,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,No +6481-ESCNL,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No +1790-NESIO,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,No +1550-EENBN,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,No +5539-TMZLF,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Yes +4323-SADQS,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes +4446-BZKHU,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,Yes +5202-IVJNU,Female,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes +5976-JCJRH,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Yes +8198-RKSZG,Female,0,Yes,Yes,14,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,No +0137-OCGAB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,Yes +3351-NQLDI,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes +9297-EONCV,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,No +7593-JNWRU,Male,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Yes +4588-YBNIB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +1069-QJOEE,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,No +3336-JORSO,Female,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes +7799-DSEWS,Male,0,No,No,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,No +8766-PAFNE,Male,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,No +5315-CKEQK,Male,1,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51,1381.8,No +3130-ICDUP,Female,0,No,Yes,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,No +0820-FNRNX,Male,0,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No +0880-FVFWF,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No +4611-ANLQC,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,No +4213-HKBJO,Female,0,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,No +2792-LSHWX,Female,0,No,No,1,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,No +5028-GZLDO,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes +0014-BMAQU,Male,0,Yes,No,63,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,No +6861-XWTWQ,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes +9018-PCIOK,Female,0,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No +4837-QUSFT,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,No +6877-TJMBR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,Yes +9953-ZMKSM,Male,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No +0907-HQNTS,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113,7987.6,No +7665-NKLAV,Female,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,No +6769-DCQLI,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105,5426.85,Yes +2433-KMEAS,Male,0,No,No,22,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Yes +4391-LNRXK,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,No +8250-ZNGGW,Female,1,No,No,5,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,No +2195-ZRVAX,Female,0,Yes,No,47,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,Yes +3550-SAHFP,Female,0,No,No,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,Yes +2011-TRQYE,Male,0,No,No,18,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600,Yes +8562-GHPPI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,No +5893-PYOLZ,Male,0,No,No,56,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,No +4986-MXSFP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,40.9,No +6131-FOYAS,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,No +3027-YNWZU,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1584.8,No +5609-IMCGG,Female,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,No +4873-ILOLJ,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,Yes +4727-MCYZG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,No +9481-WHGWY,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,No +2725-KXXWT,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,Yes +9565-DJPIB,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,Yes +4328-VUFWD,Female,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,No +3301-LSLWQ,Female,0,No,No,29,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,No +7473-ZBDSN,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No +3166-PNEOF,Female,0,No,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,No +5639-NTUPK,Male,0,No,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,No +8780-YRMTT,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No +8348-HFYIV,Male,0,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes +5140-FOMCQ,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,No +6242-SGYTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,No +8166-ORCHU,Male,1,Yes,No,33,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,No +8414-OOEEL,Male,0,No,Yes,66,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,No +8454-AATJP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405,No +6849-WLEYG,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4659-NZRUF,Female,0,No,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,Yes +4531-AUZNK,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,No +4191-XOVOM,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,No +2150-OEGBV,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,No +8429-XIBUM,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Yes +1855-CFULU,Female,1,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,No +4878-BUNFV,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,No +1872-EBWSC,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,No +2608-BHKFN,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Yes +7026-YMSBE,Male,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,No +7341-LXCAF,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes +6997-UVGOX,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No +9674-EHPPG,Male,0,Yes,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,No +9462-MJUAW,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes +8128-YVJRG,Female,0,No,No,7,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Yes +5440-VHLUL,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,No +5781-BKHOP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,No +4283-FUTGF,Male,1,No,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Yes +5213-TWWJU,Male,0,No,No,28,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91,2626.15,No +1569-TTNYJ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,Yes +8628-MFKAX,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,No +2397-BRLOM,Male,1,Yes,Yes,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Yes +7629-WIXZF,Female,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,No +5445-GLVOT,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,No +3976-HXHCE,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,No +2466-NEJOJ,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,No +0254-KCJGT,Male,0,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No +5472-CVMDX,Female,0,No,No,68,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,No +6461-SZMCV,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No +8150-QUDFX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,No +9508-ILZDG,Female,1,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,No +2346-DJQTB,Female,0,No,No,35,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,No +1697-LYYYX,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,No +1942-OQFRW,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No +4749-VFKVB,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Yes +9640-ZSLDC,Female,0,Yes,Yes,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297,No +4231-LZUYM,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887,No +7598-UAASY,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,Yes +7938-OUHIO,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,Yes +8510-AWCXC,Female,1,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,Yes +6128-AQBMT,Male,1,Yes,No,41,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,No +3594-BDSOA,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No +0431-APWVY,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,Yes +5133-VRSAB,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No +5996-DAOQL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6838-YAUVY,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,No +0484-JPBRU,Male,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No +7883-ROJOC,Female,0,Yes,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,No +0244-LGNFY,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733,No +7274-CGTOD,Male,0,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No +4295-YURET,Female,1,Yes,Yes,56,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,No +3426-NIYYL,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,Yes +8225-BTJAU,Male,1,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,Yes +4635-EJYPD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,No +1866-ZSLJM,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No +4636-TVXVG,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No +4236-UJPWO,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,No +9392-XBGTD,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,No +3387-VATUS,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Yes +6402-SSEJG,Female,0,No,No,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,No +1143-NMNQJ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,Yes +1169-SAOCL,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No +1110-KYLGQ,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,No +9929-PLVPA,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,No +3518-PZXZQ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No +2371-JUNGC,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208,No +7693-QPEFS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,No +0924-BJCRC,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No +5074-FBGHB,Male,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,No +2351-BKRZW,Female,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,No +4455-BFSPD,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No +0415-MOSGF,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +1724-BQUHA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,Yes +3948-KXDUF,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,No +2323-ARSVR,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,No +0815-MFZGM,Female,0,Yes,No,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99,4135,No +4826-XTSOH,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes +5480-XTFFL,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21,697.7,No +8295-FHIVV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No +2495-INZWQ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,Yes +9086-YJYXS,Male,0,Yes,Yes,34,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,No +1179-INLAT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,No +7909-FIOIY,Female,0,Yes,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,No +4139-SUGLD,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Yes +6857-VWJDT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,Yes +6351-SCJKT,Male,0,No,No,3,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,No +5468-BPMMO,Male,0,Yes,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,No +5624-BQSSA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Yes +0197-PNKNK,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,No +2439-QKJUL,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,No +1194-SPVSP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,No +9534-NSXEM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,No +2408-WITXK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,Yes +8929-KSWIH,Male,0,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No +2250-IVBWA,Male,0,Yes,Yes,64,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,No +1810-MVMAI,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,No +9506-UXUSK,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No +1229-RCALF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115,7396.15,No +3572-UOLYZ,Female,0,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No +1429-UYJSV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,No +5577-OTWWW,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Yes +6100-QQHEB,Male,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,Yes +6366-XIVKZ,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,No +3470-OBUET,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74,4868.4,No +2770-NSVDG,Male,0,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No +9375-MHRRS,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,No +2634-HCZGT,Male,1,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes +7503-QQRVF,Male,1,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Yes +4860-YZGZM,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,185.4,No +6599-GZWCM,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,No +2691-NZETQ,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,Yes +4404-HIBDJ,Female,0,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes +5533-NHFRF,Male,1,No,No,7,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,No +7037-MTYVW,Male,0,Yes,Yes,38,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297,No +4760-THGOT,Female,0,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,No +7295-JOMMD,Female,0,No,Yes,4,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Yes +4016-BJKTZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,No +6584-VQMYT,Male,0,No,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,No +9838-BFCQT,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,No +2790-XUYMV,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,No +0581-MDMPW,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,No +5013-SBUIH,Female,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes +1023-BQXZE,Male,0,No,No,57,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,No +9163-GHAYE,Female,0,No,No,15,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,No +3904-UKFRE,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No +5353-WILCI,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No +0709-TVGUR,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes +0058-EVZWM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No +6023-YEBUP,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes +7209-JCUDS,Male,0,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,Yes +7009-PCARS,Male,0,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No +0519-DRGTI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,No +1017-FBQMM,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No +3001-CBHLQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,Yes +1985-MBRYP,Female,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,No +6158-DWPZT,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Yes +9372-TXXPS,Female,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,No +3259-QMXUN,Male,0,Yes,No,58,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,No +1015-JPFYW,Male,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,No +6645-MXQJT,Male,0,Yes,Yes,2,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,No +4360-QRAVE,Male,1,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No +8433-WPJTV,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,No +5804-JMYIO,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,No +3763-GCZHZ,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890,Yes +6484-LATFU,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,No +7599-NTMDP,Female,0,Yes,Yes,62,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,No +0772-GYEQQ,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,Yes +0536-ACXIP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,No +0936-NQLJU,Female,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,No +4831-EOBFE,Male,0,Yes,Yes,29,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,Yes +1575-KRZZE,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,No +3251-YMVWZ,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,No +4102-OQUPX,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9170-GYZJC,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes +4884-LEVMQ,Male,0,Yes,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790,No +8857-CUPFQ,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No +7610-TVOPG,Male,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,No +3638-DIMPH,Female,0,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No +1845-ZLLIG,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,No +8559-WNQZS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No +3999-QGRJH,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Yes +1699-UOTXU,Male,0,No,No,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,No +2454-RPBRZ,Female,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes +0635-WKOLD,Male,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,No +5993-JSUWV,Female,0,No,No,66,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,No +4518-FZBSX,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,No +5387-ASZNZ,Female,1,No,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,No +6988-CJEYV,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,No +2002-MZHWP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +3097-FQTVJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,810.3,No +5465-BUBFA,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,No +7299-GNVPL,Female,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,No +9743-DQKQW,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,No +1215-VFYVK,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,No +9371-BITHB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,No +2265-CYWIV,Female,1,Yes,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,Yes +9093-FPDLG,Female,0,No,No,11,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,No +0541-FITGH,Female,0,Yes,No,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,No +6985-HAYWX,Female,0,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,No +7508-KBIMB,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No +6838-HVLXG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No +2277-DJJDL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99,6017.9,No +1897-OKVMW,Female,0,Yes,Yes,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,No +5485-ITNPC,Male,0,Yes,No,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,No +0233-FTHAV,Female,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765,No +4644-PIZRT,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,No +8922-NPKBJ,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,No +2740-TVLFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,No +7771-CFQRQ,Female,0,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No +9512-PHSMG,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,No +6963-EZQEE,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,No +2452-KDRRH,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,No +2004-OCQXK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,Yes +5027-QPKTE,Male,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Yes +4146-SVFUD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,No +1564-HJUVY,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,No +3617-XLSGQ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,No +7517-LDMPS,Female,0,No,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,No +7244-KXYZN,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,No +5226-NOZFC,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,No +2672-HUYVI,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,Yes +1400-WIVLL,Male,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,No +7508-MYBOG,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,Yes +8148-NLEGT,Female,0,Yes,Yes,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,No +0148-DCDOS,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Yes +8347-GDTMP,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,No +9992-RRAMN,Male,0,Yes,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,Yes +6746-WAUWT,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No +0310-MVLET,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,Yes +0428-IKYCP,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87,1850.65,No +4550-VBOFE,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,Yes +2187-PKZAY,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No +4003-OCTMP,Female,0,Yes,No,31,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64,1910.75,No +6652-YFFJO,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,No +7225-IILWY,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,No +5248-RPYWW,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,No +7923-IYJWY,Male,1,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,No +3170-GWYKC,Female,0,No,No,60,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,No +5696-QURRL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Yes +7409-KIUTL,Female,1,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes +9830-ECLEN,Male,0,Yes,Yes,58,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50,2919.85,No +1732-VHUBQ,Female,1,Yes,Yes,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes +0495-RVCBF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,Yes +2668-TZSPS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +7854-EDSSA,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59,1254.7,Yes +8869-TORSS,Female,0,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes +7446-SFAOA,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No +9522-ZSINC,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No +8234-GSZYK,Male,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,No +6505-OZNPG,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,No +6164-HAQTX,Male,0,No,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,No +0679-IDSTG,Female,1,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +7765-LWVVH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,No +1658-TJVOA,Female,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,No +0953-LGOVU,Male,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,No +2115-BFTIW,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Yes +4692-NNQRU,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,No +7742-MYPGI,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,No +0611-DFXKO,Male,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89,1820.45,Yes +7780-OTDSO,Male,0,Yes,No,18,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,Yes +9619-GSATL,Female,0,No,No,43,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,No +5622-UEJFI,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,No +9747-DDZOS,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Yes +0674-DGMAQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,No +6203-HBZPA,Male,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,No +0484-FFVBJ,Male,0,No,No,32,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,No +0301-FIDRB,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,No +4139-JPIAM,Male,0,No,No,51,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,No +2181-TIDSV,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No +2761-XECQW,Male,1,Yes,No,8,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,No +1936-CZAKF,Male,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,No +9453-PATOS,Female,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,No +0564-JJHGS,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes +3348-CFRNX,Female,0,Yes,No,28,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,Yes +4402-FTBXC,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667,No +1428-GTBJJ,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,Yes +2931-XIQBR,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,No +0106-UGRDO,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116,8182.85,No +5542-TBBWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No +1930-QPBVZ,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No +2606-PKWJB,Male,0,No,Yes,40,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,No +5322-ZSMZY,Male,0,Yes,Yes,31,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,No +8059-UDZFY,Female,1,No,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,No +7740-BTPUX,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,No +5220-AGAAX,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24,1664.3,No +0208-BPQEJ,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,No +9435-JMLSX,Male,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No +3352-ALMCK,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,No +5312-IRCFR,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No +5294-IMHHT,Male,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,No +8802-UNOJF,Male,1,No,No,12,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,Yes +6313-GIDIT,Male,1,No,No,53,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,Yes +6176-YJWAS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,No +5310-NOOVA,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,No +4526-EXKKN,Male,0,No,No,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,No +5311-IHLEI,Male,0,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No +3987-KQDDU,Male,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,No +3404-JNXAX,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No +5131-PONJI,Male,0,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No +2845-AFFTX,Male,1,Yes,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,Yes +3489-VSFRD,Female,0,No,No,56,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,No +3345-JHUEO,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No +5815-HGGHV,Male,0,Yes,No,20,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,No +5260-UMPWX,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No +2249-YPRNG,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes +7410-YTJIK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,Yes +4626-GYCZP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,Yes +5649-RXQTV,Male,0,No,No,51,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99,5038.15,No +2674-MIAHT,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,No +2576-HXMPA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,No +7587-AOVVU,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,No +5590-BYNII,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095,Yes +6898-MDLZW,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,No +3237-AJGEH,Female,0,Yes,Yes,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31,95.05,Yes +4707-YNOQA,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,No +9357-UJRUN,Male,0,Yes,No,24,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,No +1591-NFNLQ,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80,4242.35,Yes +8648-PFRMP,Female,1,No,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,No +7663-CUXZB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,No +0258-NOKBL,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,No +1163-VIPRI,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,No +2815-CPTUL,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes +9348-ROUAI,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,No +9443-JUBUO,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,No +0596-BQCEQ,Female,0,Yes,Yes,62,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,Yes +1481-ZUWZA,Male,0,No,No,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Yes +3043-TYBNO,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,No +4830-FAXFM,Male,0,No,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No +5906-BFOZT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +2960-NKRSO,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,No +8996-ZROXE,Male,1,No,No,57,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,No +5598-IKHQQ,Female,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No +0397-ZXWQF,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,No +5266-PFRQK,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No +4674-HGNUA,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,No +6765-MBQNU,Female,0,Yes,No,26,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26,684.05,No +9786-IJYDL,Female,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,No +1303-SRDOK,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No +3769-MHZNV,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,No +6295-OSINB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,No +3308-MHOOC,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,No +2309-OSFEU,Male,0,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,Yes +2207-QPJED,Female,1,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90,3371.75,No +4177-JPDFU,Male,0,No,No,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34,442.45,No +2239-CFOUJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,No +8046-DNVTL,Male,0,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No +2209-XADXF,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,No +6620-JDYNW,Female,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,No +1891-FZYSA,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,Yes +4770-UEZOX,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,No +1038-RQOST,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No +7613-LLQFO,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes +4568-TTZRT,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No +9513-DXHDA,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,No +2640-PMGFL,Male,0,No,Yes,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes +3801-HMYNL,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,Yes +0516-QREYC,Female,1,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,No +9685-WKZGT,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Yes +6022-UGGSO,Female,1,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes +8084-OIVBS,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,211.95,No +8896-BQTTI,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25,25,No +3865-QBWSJ,Male,1,No,Yes,38,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,No +3352-RICWQ,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,No +2160-GPFXD,Male,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,No +2065-MMKGR,Female,0,No,No,29,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71,2080.1,No +5857-TYBCJ,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No +1498-NHTLT,Male,0,Yes,Yes,59,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186,No +4484-CGXFK,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,Yes +1402-PTHGN,Female,0,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No +4176-RELJR,Male,1,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,No +6214-EDAKZ,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,Yes +5199-FPUSP,Male,0,No,Yes,33,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,No +6377-KSLXC,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,No +1796-JANOW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,No +0238-WHBIQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,No +8735-NBLWT,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,No +6651-RLGGM,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,No +6127-ISGTU,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes +1614-JBEBI,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,No +8740-XLHDR,Male,0,No,No,5,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219,Yes +1208-DNHLN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Yes +1761-AEZZR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,Yes +3923-CSIHK,Female,1,Yes,No,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Yes +5696-EXCYS,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,No +5795-KTGUD,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,No +7120-RFMVS,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,Yes +7924-GJZFI,Female,1,Yes,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,No +4702-HDRKD,Male,0,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No +8512-WIWYV,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,No +5897-ZYEKH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,No +5456-ITGIC,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,No +7317-GGVPB,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,Yes +1406-PUQVY,Male,0,No,Yes,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +1322-AGOQM,Male,0,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes +3677-IYRBF,Female,1,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes +5692-FPTAH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Yes +9114-AAFQH,Female,0,Yes,No,48,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,No +8715-KKTFG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,No +1550-LOAHA,Female,0,Yes,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Yes +1728-BQDMA,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,No +0268-QKIWO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Yes +0876-WDUUZ,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Yes +5117-ZSMHQ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,No +5151-HQRDG,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,No +0960-HUWBM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,No +6465-GSRCL,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,No +0617-FHSGK,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Yes +0263-FJTQO,Male,0,Yes,Yes,50,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,No +7319-ZNRTR,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,No +2858-MOFSQ,Female,0,No,Yes,17,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,Yes +7503-EPSZW,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,No +7089-XXAYG,Male,0,Yes,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,No +8118-LSUEL,Male,1,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes +8070-AAWZP,Male,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,No +1666-JXLKU,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,No +7855-DIWPO,Female,0,No,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,No +5133-POWUA,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,No +5652-MSDEY,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,No +7005-CCBKV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes +1810-BOHSY,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,No +1784-BXEFA,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,No +7351-MHQVU,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,No +9224-VTYID,Male,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No +9500-IWPXQ,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,No +5762-TJXGK,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,No +4504-YOULA,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,No +5569-IDSEY,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,No +4250-FDVOU,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,Yes +7284-ZZLOH,Male,0,Yes,No,45,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,No +5277-ZLOOR,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,Yes +2141-RRYGO,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,Yes +1777-JYQPJ,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No +6376-GAHQE,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,Yes +3401-URHDA,Male,0,No,No,51,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,No +1599-EAHXY,Male,0,Yes,Yes,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,No +8631-XVRZL,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No +5052-PNLOS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes +3853-LYGAM,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No +6979-ZNSFF,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,Yes +5751-USDBL,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,3846.35,No +5680-LQOGP,Female,0,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No +2386-LAHRK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,Yes +8189-DUKMV,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,No +6032-IGALN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Yes +9931-DCEZH,Male,0,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No +1898-JSNDC,Female,0,No,No,39,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,No +0315-LVCRK,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,No +3911-RSNHI,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,No +2410-CIYFZ,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No +4248-HCETZ,Male,1,Yes,No,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Yes +5505-OVWQW,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No +7271-AJDTL,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,No +1867-TJHTS,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,No +0516-WJVXC,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,Yes +9174-FKWZE,Female,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Yes +6860-YRJZP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,No +4429-WYGFR,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,No +2817-LVCPP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,No +5038-ETMLM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,No +5056-FIMPT,Female,0,No,Yes,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106,4532.3,No +4521-WFJAI,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No +6569-KTMDU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +8809-RIHDD,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes +8809-XKHMD,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,No +0396-YCHWO,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,No +0867-LDTTC,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,No +4822-NGOCH,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes +9391-DXGGG,Female,1,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,No +9844-FELAJ,Female,1,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,No +2122-SZZZD,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,No +5307-DZCVC,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes +3148-AOIQT,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,No +8679-JOEVF,Female,1,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes +8395-ETZKQ,Male,1,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No +6692-YQHXC,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,No +3889-VWBID,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,No +5222-JCXZT,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,78.9,No +9754-CLVZW,Female,0,Yes,Yes,26,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,No +1432-FPAXX,Female,0,No,No,29,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,Yes +2739-CCZMB,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No +7080-TNUWP,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95,6602.9,No +0496-AHOOK,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,No +8336-TAVKX,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,No +2468-SJFLM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,No +3181-VTHOE,Male,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,No +7168-HDQHG,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No +4803-AXVYP,Female,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,Yes +3884-HCSWG,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,1144.5,Yes +4567-AKPIA,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No +5077-DXTCG,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Yes +1142-WACZW,Male,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes +7901-HXJVA,Male,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,No +5649-ANRML,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes +4892-VLANZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Yes +5924-IFQTT,Male,0,Yes,Yes,13,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,No +7968-QUXNS,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,No +2919-HBCJO,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Yes +4236-XPXAV,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,Yes +8903-WMRNW,Female,0,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No +2452-SNHFZ,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No +3629-WEAAM,Female,0,No,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,No +6029-CSMJE,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,No +7993-NQLJE,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,No +9909-DFRJA,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,No +9099-FTUHS,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,No +0581-BXBUB,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,No +4962-CHQPW,Male,0,No,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,No +9467-ROOLM,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,No +3030-YZADT,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes +7410-KTVFV,Male,0,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Yes +5150-ITWWB,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,No +2253-KPMNB,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,No +1345-ZUKID,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No +6429-SHBCB,Male,0,No,No,19,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,No +9281-OFDMF,Male,1,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,No +2603-HVKCG,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,No +1834-WULEG,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,No +9097-ZUBYC,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,No +5148-ORICT,Female,0,Yes,No,64,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,No +4893-GYUJU,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033,No +4578-PHJYZ,Male,0,Yes,Yes,52,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,No +7272-QDCKA,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No +8908-SLFCJ,Female,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No +8393-DLHGA,Male,0,No,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,Yes +9766-HGEDE,Female,0,Yes,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307,No +6968-MHOMU,Male,0,Yes,No,58,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45,2689.35,No +7395-IGJOS,Male,1,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Yes +5044-XDPYX,Female,0,Yes,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,No +1814-WFGVS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No +2834-SPCJV,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,Yes +3721-WKIIL,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No +6734-CKRSM,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,63.6,No +1265-ZFOSD,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,No +6568-POCUI,Female,0,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No +7890-VYYWG,Male,1,Yes,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,Yes +5197-LQXXH,Female,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,No +9907-SWKKF,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,Yes +3457-PQBYH,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,No +7682-AZNDK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,No +0587-DMGBH,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes +5384-ZTTWP,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,No +3745-HRPHI,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632,No +7636-OWBPG,Male,1,No,No,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,No +1231-YNDEK,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No +1407-DIGZV,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52,No +6397-JNZZG,Female,1,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes +0570-BFQHT,Female,0,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No +4393-OBCRR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,No +3523-QRQLL,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,Yes +8564-LDKFL,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106,4178.65,No +3696-DFHHB,Female,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,No +0895-DQHEW,Male,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,Yes +4717-GHADL,Female,0,No,No,50,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,No +5501-TVMGM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,No +5879-HMFFH,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,No +6772-WFQRD,Male,0,No,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,No +3810-DVDQQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,No +6972-SNKKW,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,109.2,No +3694-GLTJM,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,No +8550-XSXUQ,Male,0,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No +8149-RSOUN,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,Yes +9055-MOJJJ,Female,0,Yes,Yes,64,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068,No +4359-INNWN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,No +0585-EGDDA,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80,3168.75,No +4032-RMHCI,Female,0,Yes,Yes,41,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,No +0549-CYCQN,Male,1,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,No +3481-JHUZH,Male,0,Yes,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439,No +7250-EQKIY,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,Yes +3594-IVHJZ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,No +6869-FGJJC,Male,0,No,No,68,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,No +3896-ZVNET,Female,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,No +8205-VSLRB,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No +5960-MVTUK,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,No +6817-WTYHE,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No +3082-VQXNH,Male,0,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,No +4013-UBXWQ,Female,0,No,No,7,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,Yes +4931-TRZWN,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,No +0750-EKNGL,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,No +7669-LCRSD,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,No +3567-PQTSO,Male,0,Yes,Yes,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,No +5519-NPHVG,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes +8043-PNYSD,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,No +9938-EKRGF,Female,0,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,No +2703-AMTUL,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,No +0928-JMXNP,Male,1,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No +8173-RXAYP,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,No +4825-XJGDM,Female,0,No,No,61,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,No +5402-HTOTQ,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,No +6734-JDTTV,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,No +7850-THJMU,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,No +3890-RTCMS,Male,0,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No +8849-GYOKR,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,Yes +3148-BLQJT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Yes +3717-FDJFU,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,No +3665-JATSN,Female,0,No,No,19,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,No +7966-YOTQW,Male,0,No,No,10,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,No +0461-CVKMU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,Yes +8806-EAGWC,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,Yes +8853-TZDGH,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No +7779-LGOVN,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,Yes +4324-BZCKL,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,No +6924-TDGMT,Male,0,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,No +9710-ZUSHQ,Female,1,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Yes +1536-YHDOE,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No +8123-QBNAZ,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No +3629-ZNKXA,Male,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,No +4827-LTQRJ,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,No +7711-YIJWC,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,No +5482-VXSXJ,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No +7365-BVCJH,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,No +9620-ENEJV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,No +4183-WCSEP,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,Yes +2378-YIZKA,Female,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5607.75,No +5498-TXHLF,Female,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,Yes +0689-DSXGL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,No +6818-DJXAA,Female,0,No,Yes,10,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,No +9722-UJOJR,Male,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Yes +0464-WJTKO,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,No +8902-ZEOVF,Male,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,No +6778-EICRF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,No +2662-NNTDK,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,No +4132-KALRO,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,No +3902-FOIGH,Male,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,Yes +6772-KSATR,Male,0,No,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Yes +7112-OPOTK,Male,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Yes +2874-YXVVA,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No +1245-HARPS,Female,0,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No +4210-QFJMF,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,Yes +4323-ELYYB,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,218.55,No +4293-ETKAP,Female,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No +6064-PUPMC,Male,0,Yes,Yes,23,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,No +6504-VBLFL,Male,0,Yes,No,55,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,No +6322-PJJDJ,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,No +0330-BGYZE,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,No +1085-LDWAM,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,No +7586-ZATGZ,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,No +7197-VOJMM,Male,0,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,No +3318-OSATS,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,Yes +5828-AVIPD,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,Yes +1843-TLSGD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,No +9626-VFRGG,Female,0,No,Yes,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,No +7075-BNDVQ,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35,135.75,No +9143-CANJF,Female,0,Yes,Yes,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,No +7284-BUYEC,Female,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,No +2041-JIJCI,Female,0,No,No,5,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64,370.25,No +1086-LXKFY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Yes +4900-MSOMT,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,No +2229-VWQJH,Female,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No +9194-GFVOI,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,No +1336-EZFZY,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No +4282-MSACW,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,No +1403-LKLIK,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,No +2636-ALXXZ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +7774-OJSXI,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,Yes +7786-WBJYI,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Yes +0136-IFMYD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,No +5144-TVGLP,Male,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653,No +9643-AVVWI,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80,241.3,No +0253-ZTEOB,Female,0,Yes,Yes,48,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,No +2706-QZIHY,Female,0,Yes,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,No +6061-PQHMK,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,No +9885-CSMWE,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,Yes +6137-MFAJN,Female,0,No,No,48,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,No +9122-UMROB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +4232-JGKIY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,No +2402-TAIRZ,Female,0,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No +9659-ZTWSM,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No +9139-TWBAS,Female,0,Yes,No,26,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,No +6685-GBWJZ,Male,0,Yes,No,63,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,No +5016-ETTFF,Male,0,No,No,10,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,Yes +3866-MDTUB,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,Yes +2195-VVRJF,Male,1,Yes,No,18,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,No +3913-RDSJZ,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,No +8058-JMEQO,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,Yes +4203-QGNZA,Female,0,No,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,No +5043-TRZWM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No +0697-ZMSWS,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,Yes +7657-DYEPJ,Male,1,No,No,38,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,Yes +9494-BDNNC,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,No +1640-PLFMP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,No +5366-OBVMR,Female,0,Yes,No,18,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,No +8276-MQBYC,Male,1,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,Yes +7644-OMVMY,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85, ,No +7593-XFKDI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,Yes +4573-JKNAE,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,No +0337-CNPZE,Female,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,Yes +9817-APLHW,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25,316.2,No +8380-MQINP,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,No +0840-DFEZH,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,No +1513-XNPPH,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Yes +8690-ZVLCL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88,6161.9,No +6015-VVHHE,Female,1,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Yes +1125-SNVCK,Female,1,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No +0384-LPITE,Male,0,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No +4616-EWBNJ,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,No +6347-DCUIK,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes +1335-HQMKX,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,No +2545-EBUPK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,No +6923-AQONU,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454,No +2172-EJXVF,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No +0897-FEGMU,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,Yes +7663-RGWBC,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes +1120-BMWUB,Female,0,No,No,16,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,Yes +9124-LHCJQ,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,Yes +4536-PLEQY,Male,0,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No +7029-IJEJK,Female,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,No +8871-JLMHM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,No +2235-ZGKPT,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,Yes +3891-PUQOD,Female,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes +5447-VYTKW,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,No +3623-FQBOX,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,No +0689-NKYLF,Male,0,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,Yes +8659-HDIYE,Female,1,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,No +3658-KIBGF,Female,0,No,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,Yes +3474-BAFSJ,Male,0,Yes,No,57,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,No +5519-YLDGW,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes +3865-ZFZIB,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,No +1855-AGAWH,Male,0,Yes,No,31,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,No +7109-CQYUZ,Male,0,No,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,No +1370-GGAWX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No +4680-KUTAJ,Female,1,No,No,11,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,No +5307-UVGNB,Female,0,Yes,Yes,53,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,No +4946-EDSEW,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Yes +2883-ILGWO,Male,1,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No +2516-VQRRV,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Yes +7580-UGXNC,Female,1,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,Yes +3642-BYHDO,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,No +9629-NHXFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +2696-RZVZW,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,No +5766-FTRTS,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No +0396-HUJBP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,No +5178-LMXOP,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,Yes +8879-ZKJOF,Female,0,No,No,41,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,No +6285-FTQBF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,No +8185-UPYBR,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438,Yes +4585-HETAI,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes +7526-BEZQB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,Yes +1474-JUWSM,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,No +3530-CRZSB,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No +8498-XXGWA,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,No +9617-INGJY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +0621-TSSMU,Male,0,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No +7234-KMNRQ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,73.45,No +7636-PEPNS,Female,0,Yes,Yes,58,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,No +4683-WYDOU,Male,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,No +9052-DHNKM,Male,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,No +6794-HKIAJ,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,No +5578-NKCXI,Female,0,Yes,Yes,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,No +1642-HMARX,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No +3096-WPXBT,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,No +8434-PNQZX,Female,0,No,No,42,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,No +5950-AAAGJ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,No +4299-OPXEJ,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No +4951-UKAAQ,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes +9618-LFJRU,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,No +6693-DJWTY,Female,0,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No +0744-GKNGE,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No +6447-EGDIV,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,No +1167-OYZJF,Female,1,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No +2108-YKQTY,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Yes +4806-DXQCE,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,No +4918-QLLIW,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes +7056-IMHCC,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,Yes +4854-SSLTN,Male,0,Yes,Yes,2,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,No +5294-DMSFH,Female,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,No +4837-PZTIC,Female,0,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No +1625-JAIIY,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83,5685.8,Yes +0603-OLQDC,Male,0,No,Yes,12,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,No +3272-VUHPV,Female,0,Yes,Yes,8,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,No +4176-FXYBO,Male,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No +1063-DHQJF,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,No +8663-UPDGF,Female,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,No +6719-FGEDO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97,7104.2,No +1837-YQUCE,Female,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,No +2947-DOMLJ,Male,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes +4112-LUEIZ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,Yes +0369-ZGOVK,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,No +4510-HIMLV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +9919-KNPOO,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,No +8749-JMNKX,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Yes +7872-BAAZR,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No +9391-LMANN,Male,0,No,Yes,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,No +2430-USGXP,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,Yes +8174-TBVCF,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,No +1698-XFZCI,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,No +1877-HKBQX,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,No +4450-DLLMH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,No +0428-AXXLJ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,No +2746-DIJLO,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364,No +5955-ERIHD,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,Yes +0917-EZOLA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Yes +3508-VLHCZ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No +4086-ATNFV,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,No +0468-YRPXN,Male,0,No,No,29,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,No +5996-NRVXR,Male,1,Yes,No,40,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,No +3739-YBWAB,Male,0,Yes,No,36,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,No +7047-FWEYA,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,No +2000-MPKCA,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,No +9762-YAQAA,Male,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,No +5949-EBSQK,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Yes +5473-KHBPS,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,No +0100-DUVFC,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,No +5397-TUPSH,Male,1,Yes,No,65,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,No +8950-MTZNV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No +0326-VDYXE,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,No +6773-LQTVT,Female,1,Yes,Yes,29,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,No +7274-RTAPZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes +0436-TWFFZ,Female,0,No,No,67,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,No +8566-YPRGL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +0311-UNPFF,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,Yes +6609-MXJHJ,Female,0,Yes,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,No +2669-OIDSD,Female,0,Yes,No,48,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834,No +8400-WZICQ,Female,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No +3834-XUIFC,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,Yes +9576-SYUHJ,Male,0,No,No,37,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,No +0410-IPFTY,Female,0,Yes,No,31,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,No +2831-EBWRN,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,No +9430-NKQLY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,No +8414-MYSHR,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,Yes +0247-SLUJI,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,No +9402-ORRAH,Female,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,No +6483-OATDN,Male,0,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No +1293-HHSHJ,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No +4840-ORQXB,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No +7599-FKVXZ,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes +3982-DQLUS,Male,1,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,No +8610-ZIKJJ,Female,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No +3756-VNWDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,No +7801-KICAO,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No +7673-LPRNY,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,No +8229-TNIQA,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Yes +6060-QBMGV,Male,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,No +7339-POGZN,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,No +2828-SLQPF,Male,0,No,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,865.85,No +4465-VDKIQ,Female,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,No +2921-XWDJH,Female,1,Yes,No,38,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,No +6221-AVQYL,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Yes +2558-BUOZZ,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No +9257-AZMTZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,No +0003-MKNFE,Male,0,No,No,9,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,No +0975-UYDTX,Female,0,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No +7743-EXURX,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Yes +4682-BLBUC,Male,0,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No +0975-VOOVL,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,No +5968-VXZLG,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No +5569-KGJHX,Female,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,Yes +4988-IQIGL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5201-FRKKS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,No +9799-CAYJJ,Female,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,No +7730-IUTDZ,Male,0,No,No,43,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Yes +0426-TIRNE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +5443-SCMKX,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No +8295-KMENE,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No +6738-ISCBM,Male,0,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54,2440.25,No +9821-BESNZ,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,No +3678-MNGZX,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,No +1335-NTIUC,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,No +2916-BQZLN,Male,0,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No +4558-CGYCZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,No +2368-GAKKQ,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,No +8710-YGLWG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No +3199-XGZCY,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,No +3785-KTYSH,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279,No +6814-ZPWFQ,Male,1,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25,1260.7,No +4063-EIKNQ,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,No +6993-YCOBK,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,No +5206-HPJKM,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,No +7587-RZNME,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes +0748-RDGGM,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,Yes +8393-JMVMB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,No +5019-GQVCR,Male,1,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No +6036-TTFYU,Female,0,Yes,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,No +2550-AEVRU,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No +0969-RGKCU,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,No +0378-CJKPV,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No +4706-AXVKM,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes +5889-JTMUL,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,Yes +9026-RNUJS,Male,1,No,No,5,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,Yes +3746-EUBYR,Male,0,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Yes +2332-EFBJY,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Yes +2880-FPNAE,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,No +1703-MGIAB,Female,0,No,No,17,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69,1108,No +4311-QTTAI,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,No +9474-PHLYD,Female,0,No,No,15,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,Yes +4318-RAJVY,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,No +2165-VOEGB,Female,0,No,Yes,46,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,Yes +3612-YUNGG,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,No +2254-DLXRI,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,No +5062-CJJKH,Male,0,Yes,Yes,25,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,No +9028-LIHRP,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209,No +2219-MVUSO,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Yes +1053-MXTTK,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,No +1530-ZTDOZ,Female,0,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No +1301-LOPVR,Male,0,Yes,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,No +0853-TWRVK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No +8914-RBTSB,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,Yes +6212-ATMLK,Female,0,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,No +8200-LGKSR,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,No +1568-BEKZM,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,No +0670-ANMUU,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,No +6897-RWMUB,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,No +0963-ZBDRN,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,Yes +7594-RQHXR,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,Yes +6999-CHVCF,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,No +6134-KWTBV,Male,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,No +1077-HUUJM,Female,0,No,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,No +6331-EWIEB,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,Yes +0895-LNKRC,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,No +2045-BMBTJ,Female,1,No,No,33,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,No +8417-GSODA,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,No +5171-EPLKN,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470,No +4452-QIIEB,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,No +5998-VVEJY,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,Yes +1624-NALOJ,Male,1,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,Yes +6741-EGCBI,Male,1,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No +7820-ZYGNY,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,No +4317-VTEOA,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,Yes +9677-AVKED,Female,0,No,Yes,53,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,No +1670-SVOWZ,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes +2227-JRSJX,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,No +9847-HNVGP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,No +6696-YDAYZ,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,No +8980-WQFWL,Female,0,No,No,35,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,No +1730-ZMAME,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No +6506-EYCNH,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,No +4634-JLRJT,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,No +9501-UKKNL,Male,0,No,No,59,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,No +2560-QTSBS,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No +7541-YLXCL,Male,0,No,No,36,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,Yes +4795-WRNVT,Female,0,No,No,40,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586,No +6080-TCMYC,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,No +0260-ZDLGK,Female,0,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes +7860-UXCRM,Male,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,No +6357-JJPQT,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,No +2292-XQWSV,Male,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,No +9552-TGUZV,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,658.1,No +5913-INRQV,Male,1,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No +8722-NGNBH,Male,0,No,No,5,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40,223.45,Yes +6210-KBBPI,Male,1,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Yes +9643-YBLUR,Male,0,Yes,No,9,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,No +8734-FNWVH,Male,0,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No +9447-YPTBX,Female,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No +0133-BMFZO,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,Yes +6128-CZOMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +9540-JYROE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Yes +9026-LHEVG,Female,0,No,No,9,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,No +2260-USTRB,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes +3656-TKRVZ,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,Yes +7011-CVEUC,Male,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No +6185-TASNN,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No +7925-PNRGI,Female,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,No +8623-TMRBY,Male,1,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Yes +1552-CZCLL,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20,1087.25,No +3038-PQIUY,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,No +1501-SGHBW,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes +9313-CDOGY,Male,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,No +8148-BPLZQ,Male,0,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No +2623-DRYAM,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,No +9987-LUTYD,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,No +3208-YPIOE,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Yes +4488-KQFDT,Female,0,No,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423,No +2612-RANWT,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes +5693-PIPCS,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,No +0491-KAPQG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,No +1925-LFCZZ,Male,1,No,No,55,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,No +8039-EQPIM,Male,0,Yes,No,69,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,No +6900-PXRMS,Male,1,Yes,Yes,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,Yes +8707-RMEZH,Female,1,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,No +3346-BRMIS,Female,1,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,Yes +3209-ZPKFI,Male,0,Yes,Yes,47,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,No +6479-VDGRK,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No +9373-WSLOY,Male,1,Yes,No,33,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50,1750.85,No +2933-FILNV,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Yes +3569-JFODW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,No +9819-FBNSV,Male,1,Yes,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,No +9544-PYPSJ,Female,1,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No +1591-XWLGB,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,No +0396-UKGAI,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,No +3243-ZHOHY,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,No +5186-EJEGL,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,No +7527-QNRUS,Male,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,No +9986-BONCE,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Yes +2722-JMONI,Female,1,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes +2203-GHNWN,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No +3878-AVSOQ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No +3258-SYSWS,Male,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,No +5296-PSYVW,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,No +6319-QSUSR,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,No +4083-EUGRJ,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes +7579-OOPEC,Female,1,Yes,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Yes +0512-FLFDW,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029,No +1771-OADNZ,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,Yes +0487-CRLZF,Female,0,No,No,49,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,No +2107-FBPTK,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,No +9451-WLYRI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,No +8219-VYBVI,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1004.35,No +1991-VOPLL,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,No +9738-QLWTP,Male,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,No +1016-DJTSV,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,No +9419-IPPBE,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,No +0174-QRVVY,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,No +5699-BNCAS,Male,1,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,No +2900-PHPLN,Female,1,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,No +0612-RTZZA,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes +8106-GWQOK,Male,0,Yes,No,38,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60,2193.2,No +8751-EDEKA,Female,0,Yes,No,28,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,No +6878-GGDWG,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No +4039-PIMHX,Male,1,Yes,No,49,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,No +8450-LUGUK,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,No +3604-WLABM,Female,0,No,No,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583,No +0795-GMVQO,Male,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,No +2259-OUUSZ,Male,0,No,No,7,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,No +1142-IHLOO,Female,0,No,No,51,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,No +6410-LEFEN,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,Yes +4633-MKHYU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,No +6257-RJOHI,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,No +1545-JFUML,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99,6994.6,No +3194-ORPIK,Female,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Yes +7826-VVKWT,Female,1,Yes,Yes,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,No +1353-GHZOS,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,No +2587-EKXTS,Male,0,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,No +5442-BXVND,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No +8816-VXNZD,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Yes +9378-FXTIZ,Female,0,Yes,No,54,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,Yes +1723-HKXJQ,Male,0,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,Yes +7825-GKXMW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,Yes +9753-OYLBX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,No +2364-UFROM,Male,0,No,No,30,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,No +6656-JWRQX,Female,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,No +6473-ULUHT,Male,0,Yes,Yes,16,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,No +1240-KNSEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +0836-SEYLU,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,Yes +4433-JCGCG,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4680.05,Yes +3716-BDVDB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Yes +7688-AWMDX,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,No +2842-BCQGE,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,No +7244-QWYHG,Male,0,Yes,No,50,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,No +5899-MQZZL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,999.45,Yes +6849-OYAMU,Male,0,Yes,Yes,19,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100,1888.65,Yes +5312-UXESG,Female,0,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,No +9488-HGMJH,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes +6038-GCYEC,Female,0,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes +2150-WLKUW,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635,No +7159-FVYPK,Female,0,Yes,Yes,3,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235,No +7032-LMBHI,Female,0,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No +1150-WFARN,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,Yes +6088-BXMRG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,No +3144-AUDBS,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,Yes +4821-SJHJV,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,No +7346-MEDWM,Female,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,No +1137-DGOWI,Female,0,Yes,No,30,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,No +5616-PRTNT,Male,0,No,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Yes +3812-LRZIR,Female,0,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No +4818-QIUFN,Female,1,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Yes +9483-GCPWE,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,No +4227-OJHAL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73,5163,No +9220-CXRSC,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,No +4993-JCRGJ,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,No +9537-JALFH,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,No +6698-OXETB,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,No +2103-ZRXFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,No +3724-BSCVH,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,No +4877-TSOFF,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,No +9209-NWPGU,Male,0,No,No,44,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,No +6961-VCPMC,Male,1,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes +7306-YDSOI,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,No +5288-AHOUP,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,No +6688-UZPWD,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102,1145.35,Yes +0655-YDGFJ,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,No +8468-EHYJA,Female,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No +6823-SIDFQ,Male,0,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No +1097-FSPVW,Female,0,No,No,42,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,No +2839-RFSQE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Yes +8328-SKJNO,Male,0,No,Yes,23,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,No +7010-ZMVBF,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No +5201-CBWYG,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,No +0968-GSIKN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Yes +1965-DDBWU,Male,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Yes +9057-SIHCH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,Yes +6352-GIGGQ,Male,0,No,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,No +3635-QQRQD,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No +6771-XWBDM,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Yes +2897-DOVND,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No +3082-YVEKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,No +0191-EQUUH,Female,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,No +7134-HBPBS,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No +3489-HHPFY,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,No +2926-JEJJC,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,No +8601-QACRS,Female,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Yes +4950-BDEUX,Male,0,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,No +5789-LDFXO,Male,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,No +0508-OOLTO,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,No +2984-TBYKU,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,No +9822-WMWVG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,No +2391-SOORI,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,Yes +9040-KZVWO,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,No +2645-QTLMB,Male,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes +4806-HIPDW,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Yes +1548-ARAGG,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,No +6339-RZCBJ,Male,0,No,No,48,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,No +4424-TKOPW,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes +4415-WNGVR,Female,1,Yes,No,12,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,No +2522-AHJXR,Male,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,No +0412-UCCNP,Male,0,No,No,55,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,No +1816-FLZDK,Male,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,No +7096-UCLNH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +8443-ZRDBZ,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Yes +9136-ALYBR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Yes +4615-PIVVU,Female,0,No,No,42,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,No +8885-QSQBX,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,No +7479-NITWS,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Yes +8617-ENBDS,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,No +9385-NXKDA,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,No +0430-IHCDJ,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49,749.25,No +2959-MJHIC,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,Yes +6674-KVJHG,Female,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,No +1814-DKOLC,Female,0,No,No,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,No +4201-JMNGR,Female,1,No,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Yes +9351-HXDMR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No +3537-HPKQT,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,No +2129-ALKBS,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,No +5821-MMEIL,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No +5960-WPXQM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,Yes +0684-AOSIH,Male,0,Yes,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,95,Yes +8260-NGFNY,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,Yes +1309-XGFSN,Male,1,Yes,Yes,52,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,No +1866-RZZQS,Male,1,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,Yes +6968-URWQU,Male,0,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,No +4742-TXUEX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,No +9631-XEYKE,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,No +8631-NBHFZ,Male,1,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,Yes +1335-MXCSE,Male,0,Yes,Yes,55,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,No +8873-TMKGR,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,No +8800-JOOCF,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,No +1469-LBJQJ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,No +4958-XCBDQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,Yes +8337-UPOAQ,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,Yes +0064-YIJGF,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,No +2386-OWURY,Female,0,No,No,58,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,No +1725-IQNIY,Male,0,Yes,No,54,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,Yes +0310-VQXAM,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No +6598-RFFVI,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Yes +3453-RTHJQ,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435,No +6712-OAWRH,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,Yes +6278-FEPBZ,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No +4280-DLSHD,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,No +1508-DFXCU,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912,No +8614-VGMMV,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Yes +7868-BGSZA,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,No +2800-QQUSO,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No +2930-UOTMB,Female,0,No,No,31,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,Yes +7973-DZRKH,Female,0,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No +5914-DVBWJ,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,Yes +7698-YFGEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,20,No +2533-QVMSK,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,Yes +9773-PEQBZ,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No +8644-XLFBW,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +0650-BWOZN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No +8625-AZYZY,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes +7785-RDVIG,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,No +9602-WCXPI,Male,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,No +2903-YYTBW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No +3620-MWJNE,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,No +8573-JGCZW,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,No +6837-HAEVO,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105,7297.75,No +6701-YVNQG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,No +9306-CPCBC,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Yes +4304-XUMGI,Male,1,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,No +9504-YAZWB,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,No +8819-ZBYNA,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,No +6174-NRBTZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,No +9481-IEBZY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,No +1833-VGRUM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Yes +6137-NICCO,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,No +9065-ZCPQX,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,No +6402-EJMWF,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,No +3620-EHIMZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,No +3213-VVOLG,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35, ,No +6870-ECSHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,No +8747-UDCOI,Female,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,No +8374-XGEJJ,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4388.4,Yes +2656-TABEH,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,Yes +6946-LMSQS,Male,1,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes +4626-OZDTJ,Female,0,Yes,No,51,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,No +9169-BSVIN,Male,0,No,No,12,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,No +2325-ZUSFD,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,Yes +8194-PEEBY,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No +6872-HXFNF,Female,0,Yes,No,64,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,No +3932-CMDTD,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,Yes +7714-YXSMB,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,No +8387-UGUSU,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No +1080-BWSYE,Male,1,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No +4039-HEUNW,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,Yes +1194-HVAIF,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95,2462.55,No +0812-WUPTB,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,Yes +3594-UVONA,Female,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,Yes +0004-TLHLJ,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Yes +1767-TGTKO,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,No +8439-LTUGF,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20,198.6,No +8805-JNRAZ,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No +5089-IFSDP,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes +6418-HNFED,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No +0206-OYVOC,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,No +7291-CDTMJ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No +7128-GGCNO,Male,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,No +0237-YFUTL,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,No +7691-KGKGP,Male,0,Yes,Yes,53,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65,3363.8,No +6710-HSJRD,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,No +3675-EQOZA,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No +0840-DCNZE,Male,0,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No +1732-FEKLD,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,No +9862-KJTYK,Male,0,No,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,No +0479-HMSWA,Female,0,No,Yes,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,No +5854-KSRBJ,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,No +0365-BZUWY,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,No +4817-VYYWS,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes +5701-SVCWR,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24,24,No +3129-AAQOU,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,No +4922-CVPDX,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No +1396-QWFBJ,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Yes +1357-BIJKI,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,No +1099-BTKWT,Female,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,No +5299-SJCZT,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes +2018-PZKMU,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,No +7340-KEFQE,Female,0,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No +4570-QHXHL,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No +2403-BCASL,Male,1,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,Yes +7392-YYPYJ,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,No +2898-LSJGD,Female,0,Yes,Yes,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes +2223-GDSHL,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,No +7359-PTSXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,Yes +9470-RTWDV,Male,0,Yes,Yes,26,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82,2083.1,No +2176-OSJUV,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No +9348-YVOMK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,No +8104-OSKWT,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,No +4521-YEEHE,Female,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No +4090-KPJIP,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No +3786-WOVKF,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,No +4503-BDXBD,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,Yes +6086-ESGRL,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,Yes +2592-HODOV,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,No +3886-CERTZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,Yes +7995-ZHHNZ,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,No +3824-RHKVR,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,No +5816-SCGFC,Female,1,No,No,7,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,No +5989-AXPUC,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,No +4979-HPRFL,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,No +8590-OHDIW,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,No +8015-IHCGW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,No +2332-TODQS,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,No +9278-VZKCD,Female,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,No +8008-OTEZX,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,No +2773-OVBPK,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,No +5999-LCXAO,Female,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,No +5206-XZZQI,Male,0,No,No,53,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,No +4803-LBYPN,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,No +5759-RCVCB,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,Yes +6372-RFVNS,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,Yes +2139-FQHLM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,No +8261-GWDBQ,Female,1,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,No +1093-YSWCA,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No +8938-UMKPI,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,Yes +0991-BRRFB,Male,0,No,No,18,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,Yes +3882-IYOIJ,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,No +8749-TZYEC,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No +1755-FZQEC,Male,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,No +3115-JPJDD,Female,0,Yes,No,59,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,No +5600-KTXFM,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,No +3871-IKPYH,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,Yes +6319-IEJWJ,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,Yes +9025-AOMKI,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Yes +6339-TBELP,Male,0,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172,No +7964-YESJC,Female,0,Yes,No,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,No +6173-GOLSU,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079,No +5275-SQEIZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,Yes +7716-YTYHG,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes +9938-ZREHM,Female,0,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No +7950-XWOVN,Male,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,No +4390-KYULV,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Yes +4647-MUZON,Female,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,No +9702-AIUJO,Male,0,Yes,Yes,50,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,No +8849-PRIQJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No +8851-RAGOV,Female,0,Yes,No,25,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,No +1304-NECVQ,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Yes +5396-IZEPB,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,No +1729-VLAZJ,Female,0,No,Yes,10,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,No +8285-ABVLB,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,No +0701-TJSEF,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,No +5712-VBOXD,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No +6629-LADHQ,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,No +8945-GRKHX,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,Yes +1559-DTODC,Male,0,No,No,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,No +4797-MIWUM,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No +6959-UWKHF,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes +8720-RQSBJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No +4537-CIBHB,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,No +3815-SLMEF,Female,0,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes +5154-VEKBL,Female,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,Yes +4324-AHJKS,Female,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,No +4355-CVPVS,Female,0,Yes,Yes,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968,No +4495-LHSSK,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,No +5655-JSMZM,Male,1,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,Yes +5915-ANOEI,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,No +9861-PDSZP,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,No +4505-EXZHB,Female,1,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,Yes +7225-CBZPL,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,No +6704-UTUKK,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,No +4587-VVTOX,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes +2019-HDCZY,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,No +4652-NNHNY,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes +8788-DOXSU,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,No +7404-JLKQG,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,No +7421-ZLUPA,Female,0,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No +8972-HJWNV,Female,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,Yes +3274-NSDWE,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,No +2632-IVXVF,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,No +3692-JHONH,Female,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,No +8915-NNTRC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No +5914-GXMDA,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,No +7463-IFMQU,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,No +2920-RNCEZ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,No +2541-YGPKE,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,No +8515-OCTJS,Female,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Yes +5382-TEMLV,Male,0,No,No,45,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,No +3441-CGZJH,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,No +9592-ERDKV,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,No +2860-RANUS,Female,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes +5261-QSHQM,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Yes +4778-IZARL,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,No +0432-CAJZV,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,No +7008-LZVOZ,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,No +8868-WOZGU,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,Yes +1200-TUZHR,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No +9365-CSLBQ,Male,0,No,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,No +1334-FJSVR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Yes +5884-FBCTL,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,No +7130-CTCUS,Male,1,Yes,No,16,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,No +6242-FEGFD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,No +7625-XCQRH,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Yes +6194-HBGQN,Male,0,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No +7634-WSWDB,Female,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,No +6986-IXNDM,Male,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,No +1731-TVIUK,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Yes +2987-BJXIK,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,No +9769-TSBZE,Female,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66,4891.5,No +0406-BPDVR,Female,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes +0618-XWMSS,Male,0,No,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Yes +1395-WSWXR,Male,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,No +6023-GSSXW,Female,0,Yes,No,69,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,No +6752-APNJL,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No +5276-KQWHG,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Yes +0420-HLGXF,Female,1,No,No,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036,No +7446-KQISO,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,No +9823-EALYC,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,No +0582-AVCLN,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,No +5803-NQJZO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,No +2565-JSLRY,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Yes +2607-DHDAK,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No +1073-XXCZD,Male,0,Yes,No,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,No +0743-HRVFF,Female,0,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No +4006-HKYHO,Male,0,No,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,No +3727-JEZTU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8143-ETQTI,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No +6689-KXGBO,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes +9667-TKTVZ,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,No +3657-COGMW,Female,1,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No +8570-KLJYJ,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,No +7754-IXRMC,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,No +9473-CBZOP,Female,0,No,No,28,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59,1654.45,No +2969-WGHQO,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No +6615-NGGZJ,Male,0,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,Yes +4334-HOWRP,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546,No +4255-DDUOU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes +5863-OOKCL,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,No +1686-STUHN,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,No +1329-VHWNP,Female,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,No +2984-MIIZL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Yes +0266-GMEAO,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No +5590-YRFJT,Female,0,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes +5574-NXZIU,Male,0,No,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,No +0019-GFNTW,Female,0,No,No,56,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,No +4256-ZWTZI,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51,286.8,No +8309-PPCED,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,No +4098-NAUKP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,No +5196-WPYOW,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,No +4608-LCIMN,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,No +1485-YDHMM,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,No +4054-CUMIA,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No +0603-TPMIB,Female,0,Yes,Yes,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,No +2525-GVKQU,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093,No +8161-QYMTT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,No +9581-GVBXT,Male,0,Yes,Yes,59,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,No +5862-BRIXZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No +5404-GGUKR,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,No +3308-JSGML,Male,1,Yes,No,59,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,No +2126-GSEGL,Female,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No +3677-TNKIO,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71,914,Yes +0440-QEXBZ,Female,0,No,No,44,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,No +2434-EEVDB,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,No +6762-QVYJO,Female,0,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No +6199-IWKGC,Female,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,No +2675-DHUTR,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,No +8152-VETUR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No +9667-EQRXU,Female,1,No,No,30,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,Yes +7446-YPODE,Male,1,No,No,11,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,No +9522-BNTHX,Female,1,No,No,34,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,No +4676-WLUHT,Male,0,No,No,54,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,No +3329-WDIOK,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,Yes +7980-MHFLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,No +2873-ZLIWT,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,Yes +3415-TAILE,Female,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes +0757-WCUUZ,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,No +1629-DQQVB,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No +1915-IOFGU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,Yes +3045-XETSH,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,Yes +0374-AACSZ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,No +7239-HZZCX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4872-VXRIL,Male,0,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No +9140-CZQZZ,Female,0,Yes,No,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,No +3423-HHXAO,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No +9938-TKDGL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668,No +0531-ZZJWQ,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74,4052.4,No +6537-QLGEX,Female,0,No,No,16,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,No +2688-BHGOG,Male,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,No +7683-CBDKJ,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,Yes +0946-CLJTI,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,Yes +3160-TYXLT,Male,0,No,No,53,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,No +1325-USMEC,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,No +0916-QOFDP,Female,1,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,No +0628-CNQRM,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,Yes +5606-AMZBO,Female,0,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No +6199-IPCAO,Female,0,Yes,Yes,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,No +7665-TOALD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +0112-QWPNC,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,Yes +0324-BRPCJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes +2777-PHDEI,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,Yes +5640-CAXOA,Female,0,No,No,30,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,No +2235-EZAIK,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,No +3847-BAERP,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247,No +1196-AMORA,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520,Yes +4282-YMKNA,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Yes +1453-RZFON,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No +8263-OKETD,Female,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No +0670-KDOMA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +2476-YGEFM,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76,2215.25,No +8687-BAFGU,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74,74,No +0641-EVBOJ,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No +0829-XXPLX,Female,0,No,No,20,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,No +9974-JFBHQ,Male,0,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No +5356-RHIPP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +6624-JDRDS,Female,0,No,No,6,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,No +0608-JDVEC,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,No +9780-FKVVF,Male,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,No +1919-RTPQD,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,No +5214-NLTIT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,No +3345-PBBFH,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,No +5055-BRMNE,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,No +9189-JWSHV,Female,1,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,Yes +2190-PHBHR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,No +2650-GYRYL,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,No +0746-JTRFU,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Yes +5208-FVQKB,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,No +7184-LRUUR,Female,0,No,No,22,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,No +6627-CFOSN,Female,0,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,No +3982-JGSFD,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,No +1574-DYCWE,Female,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,No +7247-XOZPB,Male,0,Yes,No,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,No +2466-FCCPT,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,No +6211-WWLTF,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,No +4826-TZEVA,Female,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,No +6016-NXBNJ,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No +9138-EFSMO,Male,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,No +0576-WNXXC,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,Yes +4632-XJMEX,Male,0,No,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,No +8910-LEDAG,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,No +3452-GWUIN,Female,1,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,No +2716-GFZOR,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,No +3724-UCSHY,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,No +8626-XHBIE,Male,0,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No +4628-CTTLA,Male,0,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes +3192-LNKRK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,No +4439-YRNVD,Female,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374,No +2876-VBBBL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes +6834-NXDCA,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Yes +2208-UGTGR,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,No +3005-TYFRD,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,No +8670-MEFCP,Female,0,Yes,Yes,36,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,No +3079-BCHLN,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,No +7777-UNYHB,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No +5597-GLBUC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,Yes +7278-CKDNC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,No +2748-MYRVK,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137,Yes +8450-UYIBU,Female,1,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,No +2969-VAPYH,Female,0,No,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870,No +4822-YCXMX,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,Yes +7181-OQCUT,Male,0,No,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215,No +8474-UMLNT,Female,0,No,No,13,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,No +9821-POOTN,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Yes +3836-FZSDJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No +9142-XMYJH,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,No +6559-ILWKJ,Male,0,Yes,No,71,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,Yes +0187-QSXOE,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89,605.45,No +7733-UDMTP,Female,1,No,No,57,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55,3094.05,No +2649-HWLYB,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No +5214-CHIWJ,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,No +4229-CZMLL,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes +6904-JLBGY,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No +2465-BLLEU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,No +1685-VAYJF,Male,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492,No +8874-EJNSR,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,No +6917-YACBP,Female,1,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No +5049-MUBWG,Male,0,No,No,26,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75,1908.35,No +4223-WOZCM,Male,1,No,No,2,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,No +0769-MURVM,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,No +9253-VIFJQ,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,No +7030-FZTFM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,No +9741-YLNTD,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,No +5917-RYRMG,Male,1,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No +5120-ZBLAI,Female,0,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No +1194-BHJYC,Male,0,Yes,No,61,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,No +3663-MITLP,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,Yes +0906-QVPMS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,No +9025-ZRPVR,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Yes +1905-OEILC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,No +7858-GTZSP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,No +3285-UCQVC,Female,0,No,No,37,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,Yes +6248-BSHKG,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,No +4685-TFLLS,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,No +3470-BTGQO,Male,0,No,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,No +1209-VFFOC,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,No +8224-DWCKX,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,No +5482-PLVPE,Female,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes +4553-DVPZG,Female,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,No +4902-OHLSK,Female,1,No,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,Yes +6917-IAYHD,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,No +0495-ZBNGW,Male,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Yes +8620-RJPZN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No +7572-KPVKK,Male,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No +2642-MAWLJ,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,No +2357-COQEK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes +7103-ZGVNT,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,No +3737-GCSPV,Female,0,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes +2027-WKXMW,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,No +7137-NAXML,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,No +2428-ZMCTB,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No +2961-VNFKL,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,No +1768-HNVGJ,Female,1,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No +6963-KQYQB,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,No +5934-RMPOV,Female,0,No,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,No +1207-BLKSA,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,No +4088-YLDSU,Male,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,Yes +8316-BBQAY,Female,0,No,No,65,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,No +1166-PQLGG,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,No +3146-JTQHR,Male,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,No +4291-YZODP,Female,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No +4395-PZMSN,Male,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,No +6427-FEFIG,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,No +0017-IUDMW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,No +8706-HRADD,Male,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,No +9955-QOPOY,Male,0,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No +4385-ZKVNW,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No +5446-DKWYW,Female,1,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No +2034-CGRHZ,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes +5797-APWZC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,Yes +3683-QKIUE,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes +4228-ZGYUW,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes +9031-ZVQPT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,No +2990-IAJSV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6632.75,No +8107-KNCIM,Male,1,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No +9027-YFHQJ,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No +5176-LDKUH,Female,0,No,No,48,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,No +4644-OBGFZ,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,No +7926-IJOOU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,No +6480-YAGIY,Male,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No +4029-HPFVY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,No +7602-DBTOU,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,No +5345-BMKWB,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,No +3519-ZKXGG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes +5457-COLHT,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,No +6416-TVAIH,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes +5451-YHYPW,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,No +5108-ADXWO,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Yes +7998-WNZEM,Male,0,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,No +3066-RRJIO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Yes +4664-NJCMS,Female,0,Yes,No,33,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,No +0307-BCOPK,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No +7629-WFGLW,Female,1,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,No +2542-HYGIQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,No +6715-OFDBP,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,Yes +5016-LIPDW,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,No +6481-LXPWL,Male,0,Yes,Yes,56,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,No +1567-DSCIC,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94,773.65,Yes +2150-UWTFY,Female,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,Yes +6124-ACRHJ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +9362-MWODR,Female,0,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No +9975-GPKZU,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No +9625-RZFUK,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No +5153-LXKDT,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No +5161-UBZXI,Male,0,Yes,Yes,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,No +1020-JPQOW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,No +7919-ZODZZ,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,No +0565-JUPYD,Male,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No +6867-ACCZI,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,No +5939-XAIXZ,Female,0,No,No,19,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,No +9054-FOWNV,Male,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,No +2683-BPJSO,Male,0,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes +2157-MXBJS,Male,0,Yes,No,13,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,Yes +8207-VVMYB,Female,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,2006.95,No +9732-EQMWY,Female,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025,No +9360-AHGNL,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,Yes +1087-UDSIH,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes +5269-NRGDP,Male,0,Yes,Yes,42,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,No +6195-MELTI,Male,0,No,No,57,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,No +5485-WUYWF,Male,1,No,No,2,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,Yes +2121-JAFOM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No +8818-DOPVL,Female,1,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,No +2632-UCGVD,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Yes +5445-PZWGX,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102,6529.25,Yes +1227-UDMZR,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No +5198-HQAEN,Male,0,Yes,Yes,35,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,No +9170-CCKOU,Male,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes +2167-FQSTQ,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,No +2819-GWENI,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543,No +1043-YCUTE,Male,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Yes +3814-MLAXC,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes +3572-UUHRS,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,No +2692-PFYTJ,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,No +1226-UDFZR,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,Yes +5955-EPOAZ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No +6821-JPCDC,Female,0,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No +8815-LMFLX,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No +9135-HSWOC,Male,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No +8582-KRHPJ,Male,0,No,No,50,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35,1782.4,No +5811-IWXYM,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,No +7044-YAACC,Male,1,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,No +8189-XRIKE,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,No +1506-YJTYT,Male,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No +4123-DVHPH,Male,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,No +6425-YQLLO,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,Yes +5442-UTCVD,Male,0,No,Yes,3,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,Yes +2228-BZDEE,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,No +7734-DBOAI,Female,0,Yes,Yes,1,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,Yes +2789-CZANW,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No +2091-RFFBA,Female,1,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Yes +2114-MGINA,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,Yes +7596-LDUXP,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,No +3740-RLMVT,Male,1,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No +4489-SNOJF,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,Yes +2192-OZITF,Female,0,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,No +5651-CPDND,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,492.1,No +2186-QZEYA,Female,1,No,No,29,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,No +1131-ALZWV,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,No +7729-XBTWX,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,No +9134-WYRVP,Male,0,No,No,51,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,No +3284-SVCRO,Female,0,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,No +9732-OUYRN,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,918.7,No +0559-CKHUS,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,No +2931-SVLTV,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No +6899-PPEEA,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,Yes +7504-UWHNB,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,No +2582-FFFZR,Female,0,No,No,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,No +8908-NMQTX,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,No +2187-LZGPL,Female,0,No,No,7,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Yes +1431-AIDJQ,Male,0,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No +6288-LBEAR,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,No +4597-NUCQV,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,Yes +9019-QVLZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes +8413-YNHNV,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,No +5808-TOTXO,Female,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,No +4369-NYSCF,Male,0,No,No,56,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,No +6333-YDVLT,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110,7138.65,No +5324-KTGCG,Male,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No +5599-HVLTW,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No +7394-LWLYN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,No +3707-LRWZD,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,Yes +6873-UDNLD,Male,0,No,No,40,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731,No +2700-LUEVA,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,No +1455-ESIQH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,Yes +0958-YHXGP,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,No +1101-SSWAG,Female,0,Yes,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,No +2979-SXESE,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,Yes +4013-TLDHQ,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes +5743-KHMNA,Male,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,No +4194-FJARJ,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60,3273.95,No +5325-UWTWJ,Male,0,Yes,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,No +3969-GYXEL,Female,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,No +9208-OLGAQ,Female,1,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No +3244-CQPHU,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,No +2674-MLXMN,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,No +9708-HPXWZ,Male,1,No,No,5,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,No +6992-TKNYO,Male,0,Yes,No,38,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69,2669.45,No +4468-YDOVK,Male,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,No +3754-DXMRT,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes +5792-JALQC,Female,1,No,No,52,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,No +7130-VTEWQ,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Yes +2200-DSAAL,Female,0,No,No,68,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,No +4302-ZYFEL,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No +9351-LZYGF,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,No +4366-CTOUZ,Female,0,No,No,50,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,No +6121-VZNQB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Yes +7903-CMPEY,Male,1,Yes,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Yes +1518-OMDIK,Male,0,Yes,No,33,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,No +6671-NGWON,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,No +0595-ITUDF,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,No +6996-KNSML,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +1955-IBMMB,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No +0096-BXERS,Female,0,Yes,No,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,No +3806-YAZOV,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56,No +7998-ZLXWN,Female,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,No +6253-WRFHY,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No +9133-AYJZG,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,No +2675-OTVVJ,Male,1,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No +8680-CGLTP,Male,0,No,No,29,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,No +8430-TWCBX,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,No +5018-GWURO,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,No +6741-QRLUP,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,No +4737-HOBAX,Male,0,Yes,No,63,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,No +0537-QYZZN,Male,1,Yes,Yes,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,No +3340-QBBFM,Male,1,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No +1704-NRWYE,Female,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,Yes +2592-SEIFQ,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes +8200-KLNYW,Female,0,Yes,No,21,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,No +3372-CDXFJ,Male,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,No +4781-ZXYGU,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No +7632-YUTXB,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,No +2718-YSKCS,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,No +9896-UYMIE,Male,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,No +0853-NWIFK,Female,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No +8212-CRQXP,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80,1706.45,No +6980-CDGFC,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,No +7691-XVTZH,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,No +2520-SGTTA,Female,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20, ,No +7481-ATQQS,Female,1,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes +2277-VWCNI,Female,1,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,No +1088-CNNKB,Male,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80,5040.2,No +8642-GVWRF,Female,0,Yes,No,2,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165,Yes +1930-BZLHI,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No +3400-ESFUW,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,Yes +5868-YTYKS,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +3525-DVKFN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,No +1482-OXZSY,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No +0377-JBKKT,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,No +5778-BVOFB,Female,0,No,No,9,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,No +3373-YZZYM,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +2057-ZBLPD,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,Yes +0228-MAUWC,Male,0,No,No,19,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,No +5502-RLUYV,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,Yes +0023-HGHWL,Male,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Yes +7663-YJHSN,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No +4915-BFSXL,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,No +3086-RUCRN,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,No +5215-LNLDJ,Female,0,Yes,Yes,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,No +7576-JMYWV,Female,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,No +9039-RBEEE,Male,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,Yes +0257-KXZGU,Female,0,Yes,Yes,32,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,No +1307-ATKGB,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No +8417-FMLZI,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Yes +3714-XPXBW,Female,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,No +1850-AKQEP,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,No +2824-DXNKN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No +5227-JSCFE,Male,1,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,No +0848-ZGQIJ,Female,0,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,No +3621-CHYVB,Female,0,Yes,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,No +8042-RNLKO,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,No +1792-UXAFY,Female,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,Yes +5372-FBKBN,Female,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,No +0420-TXVSG,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,No +6217-TOWGS,Female,0,Yes,No,17,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,No +0515-YPMCW,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +0378-XSZPU,Male,0,Yes,No,58,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,Yes +1045-LTCYT,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,No +1544-JJMYL,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No +4636-JGAAI,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,No +6874-SGLHU,Male,0,No,No,30,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97,3021.3,No +5951-AOFIH,Male,0,No,No,33,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,No +4729-XKASR,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,Yes +3059-NGMXB,Male,0,Yes,Yes,14,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,No +8652-YHIYU,Female,0,No,Yes,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,No +5278-PNYOX,Female,0,No,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,No +5449-FIBXJ,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes +3486-HOOGQ,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No +5061-PBXFW,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No +8630-FJLIB,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No +3891-NLXJB,Male,0,No,No,37,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,No +4749-OJKQU,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,No +0577-WHMEV,Female,0,Yes,No,16,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,No +5453-AXEPF,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No +3639-XJHKQ,Female,0,No,Yes,19,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,No +3716-LRGXK,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,No +2263-SFSQZ,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,No +9950-MTGYX,Male,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,No +3397-AVTKU,Male,0,No,No,43,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60,2548.55,No +4825-FUREZ,Male,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,No +9837-BMCLM,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,Yes +2672-OJQZP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No +0137-UDEUO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Yes +3134-DSHVC,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98,6218.45,No +6161-UUUTA,Male,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,Yes +7821-DPRQE,Male,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,No +6543-XRMYR,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,Yes +2001-EWBQU,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,No +4925-LMHOK,Male,0,No,No,15,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Yes +1608-GMEWB,Male,1,No,No,45,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,No +6695-AMZUF,Female,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,No +1455-UGQVH,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,Yes +8410-BGQXN,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,No +8280-MQRQN,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes +1619-YWUBB,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,No +7611-YKYTC,Male,0,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75,1573.95,No +2037-SGXHH,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,Yes +3178-FESZO,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Yes +0365-GXEZS,Male,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,No +0082-OQIQY,Male,0,No,No,29,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,No +6087-MVHJH,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,Yes +4603-JANFB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +3018-TFTSU,Male,0,No,No,12,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Yes +3606-SBKRY,Male,0,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No +4806-KEXQR,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,Yes +0667-NSRGI,Female,0,Yes,No,48,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,No +7083-YNSKY,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Yes +6893-ODYYE,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No +8242-JSVBO,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No +2479-BRAMR,Male,1,Yes,No,41,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Yes +9541-ZPSEA,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,No +2665-NPTGL,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,No +1139-WUOAH,Male,0,No,No,57,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,No +4693-VWVBO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,No +7434-SHXLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +6937-GCDGQ,Male,0,Yes,Yes,19,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,No +0988-JRWWP,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,No +5075-JSDKI,Female,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No +7908-QCBCA,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Yes +8644-XYTSV,Male,0,Yes,No,42,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,No +6711-FLDFB,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes +3873-WOSBC,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,No +7465-ZZRVX,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No +7975-JMZNT,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,No +7251-XFOIL,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,No +4116-IQRFR,Male,0,Yes,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,No +3714-JTVOV,Female,1,Yes,No,42,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Yes +8259-DZLIZ,Female,0,Yes,Yes,64,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,No +0442-ZXKVS,Female,1,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No +7853-WNZSY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No +3120-FAZKD,Male,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No +8606-OEGQZ,Female,0,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No +0225-ZORZP,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,No +4702-IOQDC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9489-JMTTN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,No +0575-CUQOV,Male,1,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No +0967-BMLBD,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,196.35,No +6178-KFNHS,Female,0,No,Yes,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Yes +2830-LEWOA,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,No +5006-MXVRN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,No +1264-BYWMS,Male,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,Yes +9658-WYUFB,Female,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,Yes +8327-WKMIE,Male,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No +6917-FIJHC,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26,1776,No +5329-KRDTM,Male,1,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,No +7797-EJMDP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,No +3530-VWVGU,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No +2013-SGDXK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes +6368-NWMCE,Female,0,No,No,38,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,No +3633-CDBUW,Male,0,No,Yes,17,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,No +0707-HOVVN,Female,1,No,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,No +8580-QVLOC,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,Yes +3956-MGXOG,Female,0,No,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,No +9274-UARKJ,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,No +4077-HWUYD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No +2012-NWRPA,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,Yes +8808-ELEHO,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Yes +0103-CSITQ,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,No +3506-LCJDC,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes +8671-KKKOS,Female,0,Yes,No,46,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,No +7305-ZWMAJ,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,No +9518-XXBXE,Male,1,Yes,No,10,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,No +3934-HXCFZ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,Yes +6578-KRMAW,Male,0,No,No,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,No +4860-IJUDE,Male,0,No,No,13,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,No +7666-WKRON,Female,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,Yes +9688-YGXVR,Female,0,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,No +0423-UDIJQ,Male,1,No,No,9,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,No +1945-XISKS,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,No +4910-AQFFX,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Yes +2154-KVJFF,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Yes +5360-LJCNJ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555,No +2607-FBDFF,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49,49,No +9647-ERGBE,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes +3428-XZMAZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +1100-DDVRV,Male,0,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No +0378-TOVMS,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Yes +4355-HBJHH,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,Yes +6728-WYQBC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No +9058-CBREO,Female,1,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes +9029-FEGVJ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No +7216-KAOID,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,No +0318-QUUOB,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,Yes +6145-NNPNO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,No +5520-FVEWJ,Female,0,Yes,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,Yes +5339-TJFEK,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,No +5572-ZDXHY,Female,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,Yes +2074-GUHPQ,Female,0,No,Yes,17,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,No +4625-XMOYM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No +5827-MWCZK,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,No +1385-TQOZW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No +5914-XRFQB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,No +4329-YPDDQ,Male,0,No,No,20,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,No +4804-NCPET,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,No +3750-CKVKH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes +5944-UGLLK,Male,0,No,No,53,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,No +8063-GBATB,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,Yes +7787-BNTZM,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No +2252-ISRNH,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No +9415-TPKRV,Female,0,Yes,Yes,8,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,No +5322-TEUJK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No +4547-KQRTM,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Yes +4877-EVATK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,20,Yes +1866-DIOQZ,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No +8375-KVTHK,Male,0,Yes,No,68,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,No +2697-NQBPF,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No +3709-OIJEA,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No +7639-SUPCW,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Yes +1386-ZIKUV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,No +0599-XNYDO,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,No +6377-WHAOX,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No +6855-VLGOS,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,No +8999-XXGNS,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,No +8746-OQQRW,Male,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No +3181-MIZBN,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,No +0471-ARVMX,Female,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,No +7766-CLTIC,Female,0,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No +5650-YLIBA,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,No +0825-CPPQH,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,No +9084-OAYKL,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No +6122-LJADA,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,No +2400-XIWIO,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,No +7524-VRLPL,Male,1,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031,No +1069-XAIEM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,Yes +7569-NMZYQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No +5201-USSQZ,Female,0,Yes,No,26,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,No +2105-PHWON,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95,3008.15,No +1494-EJZDW,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No +4884-TVUQF,Female,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No +8003-EWNDZ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No +1897-RCFUM,Female,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,No +9256-JTBNZ,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No +4658-HCOHW,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,Yes +2211-RMNHO,Female,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560,No +2432-TFSMK,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No +3440-JPSCL,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes +4929-ROART,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,No +1834-ABKHQ,Female,0,Yes,Yes,52,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,No +1741-WTPON,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,No +3932-IJWDZ,Male,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,No +1240-HCBOH,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No +3594-KADLU,Male,0,Yes,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,No +8065-BVEPF,Male,1,No,No,65,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,No +3796-ENZGF,Male,0,Yes,No,63,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,No +1734-ZMNTZ,Female,0,Yes,Yes,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,300.7,No +2853-CWQFQ,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,No +0813-TAXXS,Male,0,No,No,55,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,No +2519-TWKFS,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,No +2889-FPWRM,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,Yes +0626-QXNGV,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,No +6723-CEGQI,Female,0,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No +6987-XQSJT,Female,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes +4732-RRJZC,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,No +9499-XPZXM,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,No +4338-EYCER,Male,0,Yes,No,21,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,No +3007-FDPEA,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No +6350-XFYGW,Male,1,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,No +4290-BSXUX,Male,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Yes +8513-OLYGY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,No +0311-QYWSS,Female,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,No +8705-DWKTI,Male,0,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No +8755-IWJHN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382,No +0325-XBFAC,Male,0,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes +4480-QQRHC,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,No +0929-PECLO,Female,1,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No +3680-CTHUH,Male,0,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No +1202-KKGFU,Female,0,Yes,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,No +6112-KTHFQ,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,No +1852-XEMDW,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,No +2462-XIIJB,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,Yes +4760-XOHVN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Yes +1820-DJFPH,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No +9426-SXNHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No +9068-FHQHD,Female,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,No +1269-FOYWN,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20,860.85,No +9470-YFUYI,Male,1,Yes,No,71,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71,5012.1,No +7817-BOQPW,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Yes +7402-EYFXX,Male,1,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,No +1853-UDXBW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,70,Yes +9895-VFOXH,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +5458-CQJTA,Male,0,Yes,Yes,65,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,Yes +1230-QAJDW,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,No +5701-ZIKJE,Male,0,No,No,13,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,No +5219-YIPTK,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,Yes +5032-MIYKT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,No +7396-VJUZB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,No +9717-QEBGU,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144,No +5172-RKOCB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875,No +6509-TSGWN,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,No +3540-RZJYU,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,Yes +3178-CIFOT,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,No +2091-MJTFX,Female,0,Yes,Yes,30,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,Yes +4530-NDRKU,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,No +5985-TBABQ,Female,0,No,No,32,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,No +9800-ONTFE,Female,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,No +6743-HHQPF,Male,0,Yes,No,42,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,No +8455-HIRAQ,Female,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,No +6616-AALSR,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,No +0883-EIBTI,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Yes +9415-ZNBSX,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89,6293.2,No +4018-KJYUY,Male,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,No +0722-TROQR,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Yes +7571-YXDAD,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Yes +3884-UEBXB,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,No +8780-RSYYU,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No +5537-UXXVS,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No +1791-PQHBB,Female,0,No,Yes,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,No +8701-DGLVH,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,No +8741-LQOBK,Female,0,Yes,Yes,46,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,No +3393-FMZPV,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes +8082-GHXOP,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44,659.35,No +6402-ZFPPI,Female,1,No,No,25,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,Yes +0980-FEXWF,Male,0,Yes,Yes,26,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,No +7486-KSRVI,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100,4211.55,Yes +3011-WQKSZ,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,377.55,No +8443-WVPSS,Male,0,Yes,No,10,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,Yes +3006-XIMLN,Female,0,No,Yes,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Yes +8218-FFJDS,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No +1986-PHGZF,Male,1,No,No,18,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,No +9965-YOKZB,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes +0504-HHAPI,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,Yes +9360-OMDZZ,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,No +6305-YLBMM,Male,0,No,No,69,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262,Yes +0345-XMMUG,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,No +8024-XNAFQ,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,No +3647-GMGDH,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Yes +2988-GBIVW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,No +2832-SCUCO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,No +7036-ZZKBD,Male,0,Yes,No,31,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,No +3791-LGQCY,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Yes +0265-PSUAE,Female,0,Yes,Yes,16,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,No +0463-TXOAK,Male,0,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No +0594-UFTUL,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252,No +9509-MPYOD,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,No +9128-CPXKI,Female,0,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No +0129-KPTWJ,Male,0,Yes,No,72,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,No +8166-ZZTFS,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,Yes +5855-EIBDE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,No +5365-LLFYV,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,No +5956-YHHRX,Male,1,No,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,No +6008-NAIXK,Male,1,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No +2956-GGUCQ,Male,1,Yes,No,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Yes +1928-BXYIV,Male,0,No,No,1,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,No +5760-FXFVO,Male,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No +6595-COKXZ,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Yes +0961-ZWLVI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No +5181-OABFK,Female,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,No +4007-NHVHI,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,No +7816-VGHTO,Female,0,Yes,Yes,6,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,No +5871-DGTXZ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,No +7550-WIQVA,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,No +7544-ZVIKX,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,No +0016-QLJIS,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,No +7508-DQAKK,Female,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No +5176-OLSKT,Female,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,No +9356-AXGMP,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,No +3556-BVQGL,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,416.45,No +0362-ZBZWJ,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes +8979-CAMGB,Male,1,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,No +4211-MMAZN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Yes +7581-EBBOU,Female,0,No,No,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,No +4274-OWWYO,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +5073-RZGBK,Female,0,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,No +1541-ETJZO,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,Yes +2192-CKRLV,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,No +3154-HMWUU,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No +6119-SPUDB,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,No +6522-OIQSX,Female,0,Yes,Yes,69,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,No +7813-ZGGAW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,No +8748-HFWBO,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,No +1052-QJIBV,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,No +1319-YLZJG,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,No +4106-HADHQ,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80,3182.95,Yes +0723-FDLAY,Male,0,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No +3050-RLLXC,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,No +9298-WGMRW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,No +2369-UAPKZ,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes +3088-LHEFH,Female,0,No,No,11,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79,929.3,No +2778-OCLGR,Male,1,Yes,No,24,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Yes +6583-KQJLK,Female,1,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No +8544-JNBOX,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No +6681-ZSEXG,Male,0,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No +6139-ZZRBQ,Male,1,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No +6116-RFVHN,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,No +0637-KVDLV,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Yes +8884-FEEWR,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No +3125-RAHBV,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No +6633-MPWBS,Male,0,No,No,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,Yes +0373-AIVNJ,Male,0,No,No,9,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373,No +8785-EPNCG,Male,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes +1682-VCOIO,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,No +5729-KLZAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes +2072-ZVJJX,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,No +8849-AYPTR,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,No +9518-IMLHK,Male,0,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No +1582-RAFML,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,Yes +3646-ITDGM,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,No +8740-CRYFY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes +3569-VLDHH,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013,No +8224-KDLKN,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1738.9,No +7594-LZNWR,Male,1,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No +4001-TSBTV,Female,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,No +2962-XPMCQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes +8727-XDPUD,Male,0,No,No,37,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,No +1043-UXOVO,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No +1064-FBXNK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No +3996-ZNWYK,Male,1,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,No +2878-DHMIN,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666,No +7762-ONLJY,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,No +1678-FYZOW,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,Yes +5795-BKOYE,Female,0,Yes,Yes,69,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,No +8627-EHGIP,Male,0,No,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,Yes +7402-PWYJJ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,No +5480-TBGPH,Female,0,Yes,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Yes +0018-NYROU,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No +7501-VTYLJ,Female,0,No,Yes,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,No +7608-RGIRO,Male,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413,No +0480-BIXDE,Female,0,Yes,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,No +5895-QSXOD,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,No +9814-AOUDH,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,No +6175-IRFIT,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,No +8760-ZRHKE,Female,1,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No +1622-HSHSF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,No +8854-CCVSQ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Yes +6749-UTDVX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,No +5542-DHSXL,Female,0,Yes,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,No +9102-OXKFY,Male,0,No,No,59,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,No +0511-JTEOY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,Yes +5216-WASFJ,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,No +7808-DVWEP,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20,49.65,No +7067-KSAZT,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,Yes +2284-VFLKH,Male,0,Yes,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,No +0366-NQSHS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,No +6532-YLWSI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Yes +3807-BPOMJ,Female,0,Yes,No,55,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,No +3892-NXAZG,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,No +4948-WBBKL,Female,1,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,No +4182-BGSIQ,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No +9300-AGZNL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,94,Yes +0988-AADSA,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No +9972-NKTFD,Female,0,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No +3717-LNXKW,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,No +5734-EJKXG,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,No +2207-RYYRL,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,No +6729-FZWSY,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,No +9695-IDRZR,Female,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,No +8144-DGHXP,Female,0,No,No,54,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,No +7814-LEEVE,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No +1112-CUNAO,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,Yes +5175-AOBHI,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46,193.6,Yes +5174-RNGBH,Female,0,No,No,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,Yes +8631-WUXGY,Female,0,No,Yes,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,No +7270-BDIOA,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90,1993.8,Yes +9565-JSNFM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Yes +5906-DVAPM,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75,4213.9,No +6654-QGBZZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +8348-JLBUG,Male,1,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,No +0607-DAAHE,Male,0,No,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Yes +5641-DMBFJ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No +9200-NLNPD,Male,0,Yes,No,56,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,No +2664-XJZNO,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,No +9732-KPKBW,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,Yes +3339-EAQNV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,No +0921-OHLVP,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No +3389-YGYAI,Female,1,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,Yes +9560-ARGQJ,Female,0,No,Yes,16,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,1312.15,Yes +8350-NYMVI,Female,0,No,No,39,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,No +1600-DILPE,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,524.35,No +0536-ESJEP,Male,0,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No +4654-GGUII,Female,0,No,No,18,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,No +6478-HRRCZ,Male,0,Yes,No,32,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,No +8510-BBWMU,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,No +6857-TKDJV,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,No +2360-RDGRO,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,No +0584-BJQGZ,Female,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,No +5134-IKDAY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +1360-XFJMR,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,No +3070-DVEYC,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,Yes +5730-RIITO,Female,1,No,No,43,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,No +9058-MJLZC,Female,0,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No +5707-ORNDZ,Male,1,No,No,9,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,Yes +0902-XKXPN,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No +5177-RVZNU,Female,0,No,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,No +0056-EPFBG,Male,0,Yes,Yes,20,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,No +8993-IZEUX,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,No +8696-JKZNU,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes +5380-AFSSK,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,Yes +8190-ZTQFB,Male,0,No,No,41,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,No +0931-MHTEM,Female,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,No +2055-PDADH,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes +7515-LODFU,Male,1,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,No +0440-UEDAI,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,No +1337-BOZWO,Male,0,Yes,Yes,18,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,No +0868-VJRDR,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,No +8714-EUHJO,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,Yes +6344-SFJVH,Female,0,No,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,No +3950-VPYJB,Male,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No +8041-TMEID,Male,1,Yes,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,No +7321-ZNSLA,Male,0,Yes,Yes,13,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,No +6941-KXRRV,Female,1,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No +3721-CNEYS,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,Yes +8727-JQFHV,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,No +9475-NNDGC,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,No +1355-KUSBG,Female,0,Yes,Yes,7,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,No +3688-FTHLT,Female,0,No,No,16,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,No +0899-LIIBW,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,No +2568-OIADY,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes +1384-RCUXW,Male,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,No +5825-XJOCM,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,No +6848-YLDFR,Male,0,Yes,Yes,58,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,No +8125-QPFJD,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,No +2320-YKQBO,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,No +1193-RTSLK,Female,0,No,No,38,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Yes +2302-ANTDP,Female,1,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes +5923-GXUOC,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,Yes +4973-RLZVI,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,No +7869-ZYDST,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No +4501-UYKBC,Female,1,No,No,46,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,No +1215-EXRMO,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,No +2305-MRGLV,Male,0,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No +8404-VIOMB,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,No +5233-GEEAX,Male,1,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes +2359-KLTEK,Female,0,Yes,Yes,41,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,No +5304-EFJLP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,No +2673-ZALNP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No +9184-GALIL,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,No +4393-RYCRE,Male,0,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No +9746-MDMBK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,No +3162-ZJZFU,Male,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,No +8404-GFGCZ,Male,0,Yes,No,4,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,No +8875-AKBYH,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No +4432-ADRLB,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes +0533-UCAAU,Male,1,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,No +1394-SUIUH,Female,1,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No +3521-MNKLV,Male,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,No +2533-TIBIX,Male,0,Yes,Yes,15,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,No +8993-PHFWD,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,Yes +1565-RHDJD,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Yes +7137-RYLPP,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,Yes +3765-JXVKY,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +5092-STPKP,Female,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,No +7330-WZLNC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,Yes +0114-PEGZZ,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,No +3359-DSRKA,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,No +8639-NHQEI,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,No +7161-DFHUF,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No +3957-LXOLK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,Yes +3720-DBRWL,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,No +6635-MYYYZ,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,Yes +8565-WUXZU,Male,1,Yes,No,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,No +5281-BUZGT,Male,1,No,No,36,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,Yes +4994-OBRSZ,Male,0,No,Yes,14,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,No +0562-FGDCR,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,No +2436-QBZFP,Female,0,Yes,Yes,22,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,No +3420-YJLQT,Female,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,No +6040-CGACY,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,No +6582-PLFUU,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,No +8242-PDSGJ,Male,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,No +0264-CNITK,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,No +0089-IIQKO,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,No +7839-NUIAA,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,No +6075-QMNRR,Female,0,No,No,52,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,No +5378-IKEEG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,Yes +5966-EMAZU,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No +0440-EKDCF,Male,0,Yes,No,62,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,No +4774-HHGGS,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,No +2718-GAXQD,Female,1,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,181.6,Yes +2055-BFOCC,Male,1,Yes,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84,5329.55,No +8180-AKMJV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,No +4298-OYIFC,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,No +5566-SOEZD,Male,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,No +9842-EFSYY,Female,0,No,Yes,4,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,No +2272-WUSPA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,No +4584-LBNMK,Male,1,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No +3898-GUYTS,Female,1,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,No +0930-EHUZA,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,No +6413-XKKPU,Male,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,Yes +9975-SKRNR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,No +3703-KBKZP,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,No +1449-XQEMT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Yes +2626-URJFX,Male,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes +4973-MGTON,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,No +3682-YEUWS,Male,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,No +1223-UNPKS,Male,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400,No +2612-RRIDN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,340.85,Yes +4735-ASGMA,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes +3446-QDSZF,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,No +3669-LVWZB,Male,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51,305.95,Yes +6892-EZDTG,Female,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,Yes +5117-IFGPS,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,No +7379-FNIUJ,Male,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No +1627-AFWVJ,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,No +9725-SCPZG,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,Yes +5884-GCYMI,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,Yes +3217-FZDMN,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Yes +4486-EFAEB,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,No +0060-FUALY,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,No +7853-GVUDZ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Yes +7480-QNVZJ,Male,1,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,Yes +6954-OOYZZ,Male,0,Yes,No,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,No +7088-FBAWU,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,No +8313-AFGBW,Male,0,Yes,No,47,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,No +3943-KDREE,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Yes +9239-ZBZZV,Female,0,No,No,6,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,Yes +3097-IDVPU,Male,0,Yes,Yes,19,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,No +4398-HSCJH,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,Yes +2197-OMWGI,Female,1,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53,3656.25,No +2303-PJYHN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No +9795-VOWON,Male,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,No +1237-WIYYZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No +1987-AUELQ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,No +7852-LECYP,Male,1,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No +4430-UZIPO,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,Yes +4822-LPTYJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,No +8165-CBKXO,Male,0,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No +6527-PZFPV,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No +4855-SNKMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Yes +9593-CVZKR,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,No +8595-SIZNC,Female,1,Yes,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,No +8008-HAWED,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,Yes +7124-UGSUR,Female,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes +1862-SKORY,Female,1,Yes,No,40,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,Yes +5236-XMZJY,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,No +4827-DPADN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No +2694-CIUMO,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,No +5846-ABOBJ,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,No +1439-LCGVL,Female,0,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No +0909-SDHNU,Female,0,No,Yes,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,No +4647-XXZAM,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No +1502-XFCVR,Female,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,Yes +7740-KKCXF,Male,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No +5360-XGYAZ,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No +9692-TUSXH,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,Yes +7912-SYRQT,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Yes +3557-HTYWR,Female,0,No,No,47,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,No +4816-JBHOV,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Yes +8920-NAVAY,Male,1,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No +1699-TLDLZ,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,No +5600-PDUJF,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No +8292-TYSPY,Male,0,No,No,19,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55,1046.5,Yes +0567-XRHCU,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,No +1867-BDVFH,Male,0,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Yes +2067-QYTCF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,No +2359-QWQUL,Female,0,Yes,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,Yes +9103-TCIHJ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Yes +7407-SUJIZ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,No +9150-KPBJQ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,No +0052-DCKON,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,No +3654-ARMGP,Female,0,No,No,61,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,No +9699-UBQFS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,No +9367-TCUYN,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No +1261-FWTTE,Male,1,No,No,23,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,No +3528-HFRIQ,Male,1,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,No +0708-SJDIS,Female,0,No,No,34,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65,2157.5,No +4140-WJAWW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes +2073-QBVBI,Female,0,Yes,No,41,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,No +6928-ONTRW,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,No +3320-VEOYC,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,No +5231-FIQPA,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,No +6617-WLBQC,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,No +2599-CIPQE,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,No +6653-CBBOM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +8774-GSBUN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,No +7326-RIGQZ,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,No +1401-FTHFQ,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20,445.3,No +3247-ZVOUO,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,Yes +0254-FNMCI,Female,0,No,No,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,No +1848-LBZHY,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No +6101-IMRMM,Male,0,No,Yes,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,Yes +8118-TJAFG,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No +5429-LWCMV,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No +7298-IZWLY,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +9758-MFWGD,Female,1,Yes,Yes,48,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,No +3955-JBZZM,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,No +1268-ASBGA,Female,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Yes +8943-URTMR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes +4815-TUMEQ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,No +4713-LZDRV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes +9909-IDLEK,Male,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,No +4092-OFQZS,Male,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,No +1561-BWHIN,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,No +4325-NFSKC,Male,1,No,No,19,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660,Yes +9927-DSWDF,Male,0,Yes,No,22,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,No +9500-LTVBP,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,No +7252-NTGSS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,No +8149-AIQCG,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,No +1360-JYXKQ,Female,1,Yes,No,54,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,No +2955-PSXOE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +7762-URZQH,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,Yes +0899-WZRSD,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No +3255-GRXMG,Male,0,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No +4828-FAZPK,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,No +6094-ZIVKX,Female,0,No,No,68,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,No +6925-BAYGL,Female,1,Yes,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,No +3262-EIDHV,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,No +7354-OIJLX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,No +1376-HHBDV,Female,0,No,No,30,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,No +6907-NZZIJ,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,Yes +6133-OZILE,Female,0,No,No,18,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,No +4135-FRWKJ,Female,1,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,No +2911-UREFD,Female,0,Yes,No,39,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,Yes +3744-ZRRDZ,Male,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Yes +5673-TIYIB,Male,0,No,No,2,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Yes +6551-ZCOTS,Male,1,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,No +7191-ADRGF,Male,0,Yes,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,No +5018-LXQQG,Female,0,Yes,Yes,30,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,No +6892-BOGQE,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,No +1602-IJQQE,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,Yes +4628-WQCQQ,Male,0,No,Yes,35,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,Yes +1746-TGTWV,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,No +5995-SNNEW,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,No +8050-WYBND,Female,0,No,Yes,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,No +2821-WARNZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No +4879-GZLFH,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,No +1644-IRKSF,Female,0,Yes,Yes,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes +8314-HTWVE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,No +9402-ROUMJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689,No +2507-QZPQS,Male,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,No +7159-NOKYQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,No +5707-ZMDJP,Male,0,Yes,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,No +8779-YIQQA,Male,0,Yes,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,No +7136-IHZJA,Female,0,Yes,Yes,40,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,No +8966-OIQHG,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,No +7074-STDCN,Male,0,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No +3705-PSNGL,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Yes +8739-QOTTN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,No +1399-OUPJN,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,No +0277-BKSQP,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,No +6502-HCJTI,Male,1,Yes,No,7,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Yes +2606-RMDHZ,Male,0,No,No,6,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Yes +5774-XZTQC,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,No +2676-SSLTO,Male,0,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No +6266-QHOJZ,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,No +7269-JISCY,Female,0,No,No,55,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,No +0363-SVHYR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No +8547-NSBBO,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No +8258-GSTJK,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77,237.75,Yes +6861-OKBCE,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Yes +9940-RHLFB,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes +6591-QGOYB,Male,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,No +9070-BCKQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,No +6421-SZVEM,Female,0,Yes,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,No +1328-EUZHC,Female,0,Yes,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,No +2995-UPRYS,Female,1,Yes,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,Yes +8878-RYUKI,Female,0,No,No,52,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,No +9633-DENPU,Female,0,Yes,No,47,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,No +7811-JIVPF,Female,0,No,No,23,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,No +7113-HIPFI,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,No +8541-QVFKM,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No +6686-YPGHK,Male,1,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,Yes +1383-EZRWL,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Yes +9258-CNWAC,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No +5371-VYLSX,Female,1,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,No +6374-AFWOX,Male,0,Yes,No,46,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,No +4759-TRPLW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes +5317-FLPJF,Female,0,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No +7621-VPNET,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,No +6034-YMTOB,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,No +8563-IIOXK,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,Yes +4903-CNOZC,Male,0,No,No,29,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,No +4353-HYOJD,Female,0,Yes,Yes,27,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,No +8020-BWHYL,Female,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Yes +7267-FRMJW,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No +2982-VPSGI,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,1078.9,Yes +4188-FRABG,Male,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No +8199-ZLLSA,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,Yes +4128-ETESU,Female,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,No +0620-DLSLK,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,No +4625-EWPTF,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Yes +5980-NOPLP,Female,0,Yes,No,44,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,Yes +3850-OKINF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,No +6892-XPFPU,Male,1,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,Yes +8010-EZLOU,Male,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Yes +1156-ZFYDO,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +3295-YVUSR,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,No +8016-NCFVO,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,No +4119-ZYPZY,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,No +5549-ZGHFB,Male,0,Yes,Yes,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,No +7577-SWIFR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,No +0303-WMMRN,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,No +6408-OTUBZ,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,No +5204-HMGYF,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345,No +1078-TDCRN,Female,1,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,No +3727-OVPRY,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,No +3797-FKOGQ,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,No +7622-NXQZR,Male,0,No,No,28,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,No +6196-HBOBZ,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,No +3970-XGJDU,Female,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,No +7017-VFULY,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No +5562-YJQGT,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,No +8807-OPMBM,Female,0,Yes,Yes,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388,No +5439-WIKXB,Male,1,Yes,No,41,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,No +9874-QLCLH,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,Yes +8294-UIMBA,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,No +8109-YUOHE,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,No +5840-NVDCG,Female,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,No +8092-NLTGF,Male,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No +5928-QLDHB,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,No +9840-EFJQB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,No +0696-UKTOX,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No +4801-KFYKL,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No +3472-OAOOR,Male,0,Yes,Yes,19,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,No +6135-OZQVA,Female,0,No,No,7,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,No +8062-YBDOE,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2252-JHJGE,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104,6363.45,No +4188-PCPIG,Female,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,No +6000-APYLU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,Yes +7105-BENQF,Male,0,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No +7721-DVEKZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3566-VVORZ,Female,0,Yes,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,No +9507-HSMMZ,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,1149.65,No +2480-SQIOB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,No +0947-IDHRQ,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,Yes +7813-TKCVO,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,No +0128-MKWSG,Female,0,No,Yes,26,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147,No +3672-YITQD,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,Yes +4350-ZTLPI,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,No +9048-JVYVF,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,Yes +0361-HJRDX,Female,0,No,No,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,No +5727-MYATE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,No +3823-KYNQY,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No +8988-ECPJR,Female,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Yes +7570-WELNY,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,No +3021-VLNRJ,Female,0,No,Yes,50,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,No +3776-EKTKM,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,Yes +2080-CAZNM,Female,1,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No +1028-FFNJK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,No +6907-FLBER,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No +3001-UNBTL,Male,1,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,No +5982-PSMKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,No +3507-GASNP,Male,0,No,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,No +7096-ZNBZI,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,No +1902-XBTFB,Male,0,No,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,Yes +1676-MQAOA,Male,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No +0786-IVLAW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,No +7566-DSRLQ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,No +0643-OKLRP,Female,1,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Yes +7245-JMTTQ,Female,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,No +6050-IJRHS,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No +6202-JVYEU,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,No +8591-TKMZH,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,No +0734-OXWBT,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,No +4282-ACRXS,Male,1,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No +0365-TRTPY,Female,0,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,No +7349-ALMUX,Male,0,No,No,37,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,No +9381-NDKME,Female,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Yes +6502-KUGLL,Female,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,No +1841-YSJGV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,No +2794-XIMMO,Male,0,Yes,No,53,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,Yes +8382-SHQEH,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes +3511-BFTJW,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No +7668-XCFYV,Female,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No +2983-ZANRP,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Yes +7845-URHJN,Female,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes +3034-ZBEQN,Female,0,Yes,No,48,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,Yes +5018-HEKFO,Female,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No +2923-ARZLG,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7, ,No +3976-NLDEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,No +2282-YGNOR,Female,0,No,No,29,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58,1734.5,No +5336-UFNZP,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,No +6854-EXGSF,Female,0,No,No,8,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,No +1241-EZFMJ,Male,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,No +9233-PSYHO,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No +5376-PCKNB,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No +8044-BGWPI,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No +4060-LDNLU,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,No +3589-PPVKW,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,No +8327-LZKAS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,Yes +5887-IKKYO,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,No +1075-BGWOH,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,Yes +1755-RMCXH,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No +0302-JOIVN,Female,0,Yes,No,8,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,Yes +3858-XHYJO,Female,0,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,No +4299-SIMNS,Male,0,No,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,No +7025-IWFHT,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,No +6261-LHRTG,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No +7841-FCRQD,Female,0,Yes,No,33,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,No +2056-EVGZL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,No +8777-MBMTS,Female,1,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No +7753-USQYQ,Male,0,No,No,55,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,No +5366-IJEQJ,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,Yes +7661-CPURM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,No +6233-HXJMX,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No +5902-WBLSE,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,No +1981-INRFU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,Yes +4971-PUYQO,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,Yes +3239-TPHPZ,Female,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,No +5115-GZDEL,Male,0,No,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,No +3338-CVVEH,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,No +8485-GJCDN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,Yes +2615-YVMYX,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,No +2851-STERV,Male,1,No,No,35,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73,2471.25,No +4393-GEADV,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,No +8486-AYEQH,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,No +1527-SXDPN,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Yes +6029-WTIPC,Male,1,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,Yes +8634-CILSZ,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,Yes +5419-JKZNQ,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No +2495-KZNFB,Female,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,No +1409-PHXTF,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,No +4560-WQAQW,Female,0,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No +9591-YVTEB,Male,1,No,No,55,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,No +9309-BZGNT,Male,1,Yes,No,69,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,No +4274-DRSQT,Female,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,No +2027-DNKIV,Male,0,Yes,Yes,37,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,No +8075-GXIUB,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No +2885-HIJDH,Male,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No +5424-RLQLC,Male,0,No,No,10,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,No +6682-QJDGB,Male,0,No,Yes,40,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Yes +6507-DTJZV,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,No +8780-IXSTS,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,Yes +7673-BQGKU,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,No +6723-WSNTY,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,No +9530-EHPOH,Male,0,No,No,11,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608,Yes +2725-IWWBA,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No +0345-HKJVM,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,Yes +1061-PNTHC,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No +0394-YONDK,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,No +6574-MCOEH,Female,0,Yes,Yes,33,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,No +7399-QHBJS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,No +3049-SOLAY,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,Yes +0997-YTLNY,Female,0,No,Yes,19,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,No +3317-HRTNN,Female,1,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes +9479-HYNYL,Female,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,No +3235-ETOOB,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Yes +9708-KFDBY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,No +8058-INTPH,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,Yes +3642-GKTCT,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,No +0774-RMNUW,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,No +1334-PDUKM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No +0756-MPZRL,Male,0,No,No,46,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,No +2242-MFOTG,Male,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,No +2927-CVULT,Female,0,Yes,Yes,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,No +2144-BFDSO,Female,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,No +8745-PVESG,Female,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No +7647-GYYKX,Female,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No +5647-FXOTP,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,No +5569-OUICF,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Yes +8821-XNHVZ,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,Yes +2082-OJVTK,Male,0,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,Yes +9700-ISPUP,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,No +9839-ETQOE,Male,0,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No +6078-VESFR,Male,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,No +9027-TMATR,Female,0,Yes,No,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,No +5940-NFXKV,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,Yes +1941-HOSAM,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No +9110-HSGTV,Female,0,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No +0704-VCUMB,Female,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,No +6171-ZTVYB,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,No +8053-WWDRO,Female,0,Yes,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Yes +9564-KCLHR,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,Yes +1935-IMVBB,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,No +2535-PBCGC,Female,0,Yes,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,No +2082-CEFLT,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Yes +1470-PSXNM,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,No +1213-NGCUN,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Yes +2498-XLDZR,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,No +9866-OCCKE,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No +5338-YHWYT,Male,0,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No +7718-UPSKJ,Female,0,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No +8731-WBBMB,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,No +1448-CYWKC,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,No +7901-IIDQV,Male,0,No,No,24,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,No +2690-DVRVK,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,No +5688-KZTSN,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,288.05,Yes +1270-XKUCC,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No +0334-ZFJSR,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No +2894-QOJRX,Female,0,Yes,No,25,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34,853,Yes +5747-PMBSQ,Male,1,Yes,No,10,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,Yes +5583-EJXRD,Male,0,Yes,Yes,44,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,No +4565-EVZMJ,Female,0,No,No,47,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,No +3143-JQEGI,Female,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,Yes +6386-SZZKH,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes +3327-YBAKM,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,No +9441-QHEVC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +6705-LNMDD,Male,0,No,No,20,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50,1003.05,No +2580-ASVVY,Female,0,Yes,No,37,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,No +3370-GQEAL,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,No +5032-USPKF,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No +2982-IHMFT,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes +3521-SYVOR,Female,0,No,No,37,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,Yes +4254-QPEDE,Female,0,Yes,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,No +6283-GITPX,Male,0,No,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,No +9526-JAWYF,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,Yes +0771-CHWSK,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No +9788-HNGUT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,No +9495-REDIY,Male,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No +5375-XLDOF,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,No +1172-VIYBP,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No +5649-VUKMC,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,Yes +6559-PDZLR,Male,0,No,No,26,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537,No +8992-OBVDG,Male,0,No,No,21,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,No +4273-MBHYA,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,No +4724-WXVWF,Male,0,No,No,48,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,No +5701-GUXDC,Female,0,Yes,No,26,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,No +1460-UZPRJ,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,No +6082-GLJIX,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,No +5143-EGQFK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,Yes +4919-IKATY,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Yes +2495-TTHBQ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,No +0485-ZBSLN,Male,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No +3810-PJUHR,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,No +9050-QLROH,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Yes +0847-HGRML,Male,0,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20,1250.1,No +8232-CTLKO,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,No +9227-YBAXE,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,No +6168-WFVVF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Yes +9860-LISIZ,Female,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,No +0112-QAWRZ,Male,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,No +0877-SDMBN,Female,0,No,No,54,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,Yes +2786-GCDPI,Female,1,No,No,50,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,No +4043-MKDTV,Male,0,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,No +8065-YKXKD,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Yes +9637-EIHEQ,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,Yes +9229-RQABD,Male,0,No,No,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,No +8313-KTIHG,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No +5320-BRKGK,Female,0,Yes,Yes,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,No +6284-KMNUF,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98,5270.6,No +9689-PTNPG,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes +9465-RWMXL,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Yes +6229-UOLQL,Male,0,Yes,Yes,56,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52,2884.9,No +2362-IBOOY,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,Yes +3137-LUPIX,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253,No +0843-WTBXE,Male,0,No,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Yes +6143-JQKEA,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,No +8676-OOQEJ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,No +5515-IDEJJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +9701-CDXHR,Female,0,Yes,No,51,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,No +7450-NWRTR,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,Yes +8124-NZVGJ,Female,0,No,No,6,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,No +2162-FRZAA,Male,0,Yes,Yes,63,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,No +5376-DEQCP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Yes +5118-MUEYH,Female,0,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No +9095-HFAFX,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81,389.6,Yes +5627-TVBPP,Female,0,No,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,No +2379-ENZGV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,Yes +3936-QQFLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,No +2589-AYCRP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,No +4067-HLYQI,Female,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,No +5124-EOGYE,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,No +5057-RKGLH,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,No +0292-WEGCH,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,No +8910-ICHIU,Female,0,No,No,46,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,No +4097-YODCF,Male,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,No +9715-WZCLW,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,No +9786-YWNHU,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No +6407-GSJNL,Female,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288,No +6005-OBZPH,Female,1,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes +4049-ZPALD,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99,6375.8,No +7932-WPTDS,Female,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +3733-UOCWF,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,No +6833-JMZYP,Female,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94,1505.45,No +2722-VOJQL,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,Yes +1310-QRITU,Female,0,No,No,18,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,No +8961-QDZZJ,Female,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95,5535.8,No +9715-SBVSU,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,No +8490-BXHEO,Male,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,No +7173-TETGO,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No +7929-SKFGK,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,No +2300-RQGOI,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,No +3563-SVYLG,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,No +5228-EXCET,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,Yes +6435-VWCCY,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,No +4998-IKFSE,Female,0,No,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,No +8630-QSGXK,Male,0,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No +2455-USLMV,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,No +7394-FKDNK,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,Yes +9488-FVZCC,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,No +6331-LWDTQ,Male,0,No,No,10,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,Yes +5995-WWKKG,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No +1597-FZREH,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes +7879-CGSFV,Male,0,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No +9921-EZKBY,Male,0,No,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,No +7432-FFVAR,Female,0,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No +7246-ZGQDF,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No +7000-WCEVQ,Female,1,No,No,20,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,Yes +0727-IWKVK,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,Yes +5959-BELXA,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Yes +4456-RHSNB,Female,0,Yes,Yes,19,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,No +3512-IZIKN,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,Yes +2481-SBOYW,Female,0,No,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25,1498.35,No +7109-MFBYV,Male,0,No,No,26,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,No +1833-TCXKK,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,No +1832-PEUTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No +6141-OOXUQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +8660-BUETV,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,No +0580-PIQHM,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No +5696-CEIQJ,Male,0,Yes,Yes,67,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,No +7503-ZGUZJ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,Yes +1696-HXOWK,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,No +3026-ATZYV,Female,0,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No +4012-YCFAI,Male,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,No +2506-TNFCO,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +9970-QBCDA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,No +8718-PTMEZ,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,Yes +9496-IVVRP,Female,0,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51,581.7,No +2207-OBZNX,Male,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51,354.05,Yes +2657-VPXTA,Female,0,Yes,Yes,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,No +6551-VLJMV,Male,0,Yes,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679,No +1221-GHZEP,Female,0,No,No,62,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,No +9289-LBQVU,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No +6142-VSJQO,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Yes +3458-IDMFK,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,No +6933-FHBZC,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,No +0221-NAUXK,Male,0,No,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,No +9770-KXGQU,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,No +6437-UKHMV,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes +6538-POCHL,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79,2576.8,No +6726-NNFWD,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,No +3002-WQZWT,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,No +4277-UDIEF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81,1923.85,No +1208-NBVFH,Male,0,Yes,Yes,20,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,No +4912-PIGUY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,No +1114-CENIM,Male,0,No,Yes,54,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55,3092.65,Yes +6060-DRTNL,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,Yes +2725-TTRIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,No +3374-TTZTK,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487,No +8990-ZXLSU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,No +2275-RBYQS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,No +8473-VUVJN,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes +6289-CPNLD,Male,0,Yes,Yes,33,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,Yes +5536-SLHPM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Yes +4419-UJMUS,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No +7794-JASDG,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,No +7609-YBPXG,Male,0,No,No,54,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,No +5519-TEEUH,Male,0,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No +7856-GANIL,Male,1,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,No +0804-XBFBV,Female,0,No,Yes,11,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,No +2676-OXPPQ,Male,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No +3703-TTEPD,Male,0,No,No,21,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,No +2799-TSLAG,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No +0196-VULGZ,Female,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes +8837-VVWLQ,Female,0,No,No,8,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,Yes +2696-NARTR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,Yes +2208-NKVVH,Male,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No +7614-QVWQL,Male,0,Yes,Yes,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,Yes +1976-CFOCS,Female,1,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,46,Yes +4631-OACRM,Male,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,Yes +7139-JZFVG,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,No +4987-GQWPO,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,No +3755-JBMNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Yes +1757-TCATG,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,No +6345-ULYRW,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes +4776-XSKYQ,Female,0,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,No +8048-DSDFQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +5753-QQWPW,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,No +6010-DDPPW,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,No +1809-DMJHQ,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,221.7,Yes +6693-FRIRW,Male,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,No +6586-MYGKD,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,No +3173-NVMPX,Female,0,Yes,Yes,9,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,No +0248-PGHBZ,Female,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,No +0623-GDISB,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No +2892-GESUL,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,No +6923-EFPNL,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Yes +7472-EQOAV,Male,1,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,No +9574-RKJIF,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,Yes +2043-WVTQJ,Male,0,Yes,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,No +8034-RYTVV,Female,0,No,No,55,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,No +3863-QSTYI,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No +2619-WFQWU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +5044-LRQAQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,No +1716-LSAMB,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,No +1333-PBMXB,Female,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,No +6546-OPBBH,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,No +5985-BEHZK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105,7578.05,No +9127-QRZMH,Male,0,Yes,No,44,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,No +5919-VCZYM,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,No +9644-KVCNC,Female,0,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No +2137-DQMEV,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,No +8174-LNWMW,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,No +9279-CJEOJ,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,No +7964-VEXDG,Male,0,No,Yes,21,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,No +2404-JIBFC,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,No +0778-NELLA,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,Yes +8029-XYPWT,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,No +4614-NUVZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,Yes +4632-PAOYU,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,No +3803-KMQFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Yes +6804-GDMOI,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,Yes +2990-OGYTD,Female,0,Yes,No,67,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,No +6646-JPPHA,Female,1,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No +9572-MTILT,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,Yes +7658-UYUQS,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No +7880-XSOJX,Male,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No +9611-CTWIH,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes +4589-IUAJB,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,No +0329-GTIAJ,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,Yes +8746-BFOAJ,Male,1,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No +8457-XIGKN,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No +6072-NUQCB,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,No +6629-CZTTH,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,Yes +8838-GPHZP,Female,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,No +8750-QWZAJ,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,No +5364-EVNIB,Male,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,Yes +6918-UMQCG,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No +0675-NCDYU,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,No +6339-DKLMK,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,No +1346-PJWTK,Male,0,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No +5088-QZLRL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,No +8023-QHAIO,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No +4397-FRLTA,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,No +3057-VJJQE,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,No +5087-SUURX,Female,0,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,Yes +2302-OUZXB,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,No +8133-ANHHJ,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103,5166.2,No +2270-CHBFN,Female,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,No +0013-EXCHZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes +5982-FPVQN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,No +9107-UKCKY,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,No +4654-ULTTN,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,No +5550-VFRLC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +5546-BYZSM,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,No +1492-KGETH,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No +4929-BSTRX,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Yes +4163-HFTUK,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,No +8215-NGSPE,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,833.55,No +2225-ZRGSG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,Yes +8859-YSTWS,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,No +5271-YNWVR,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856,Yes +7601-DHFWZ,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24,1183.05,No +2657-ALMWY,Female,1,Yes,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,Yes +6330-JKLPC,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Yes +4667-OHGKG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes +1998-VHJHK,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No +1707-HABPF,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,No +1660-HSOOQ,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Yes +7253-UVNDW,Female,0,No,No,46,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,Yes +0487-VVUVK,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,No +7228-OMTPN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,Yes +5063-IUOKK,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,No +4508-OEBEY,Male,0,Yes,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,No +0027-KWYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,No +2308-STERM,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,No +5982-XMDEX,Female,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No +6284-AHOOQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,Yes +6051-PTVNS,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,No +2344-JMOGN,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes +3799-ISUZQ,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Yes +2877-VDUER,Female,0,Yes,Yes,35,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,No +9152-AMKAK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No +1794-HBQTJ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Yes +9432-VOFYX,Male,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207,No +8049-WJCLQ,Male,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,No +6586-PSJOX,Male,0,No,Yes,15,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,No +2460-FPSYH,Female,1,No,No,40,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,Yes +9705-ZJBCG,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,No +4818-DRBQT,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes +1320-HTRDR,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Yes +6847-KJLTS,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,No +9670-BPNXF,Female,0,No,No,45,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,No +3913-FCUUW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No +3301-VKTGC,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No +1493-AMTIE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +9555-SAHUZ,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,No +0816-TSPHQ,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,No +9932-WBWIK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,No +4619-EVPHY,Female,1,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91,1859.5,No +5286-YHCVC,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No +6424-ELEYH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Yes +4391-RESHN,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,Yes +9115-YQHGA,Male,0,No,No,40,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,No +4462-CYWMH,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,No +8963-MQVYN,Female,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,No +2458-EOMRE,Female,0,No,No,11,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,No +9334-GWGOW,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No +6821-BUXUX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes +5028-HTLJB,Male,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Yes +9801-GDWGV,Female,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,Yes +6542-LWGXJ,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25,78.25,No +5567-GZKQY,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,No +1222-LRYKO,Male,0,No,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,No +2320-JRSDE,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Yes +2087-QAREY,Female,0,Yes,No,22,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,No +0601-WZHJF,Male,0,Yes,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,Yes +4423-JWZJN,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,No +5143-WMWOG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes +6490-FGZAT,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,No +5393-RXQSZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,Yes +7452-FOLON,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,No +2320-TZRRH,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,No +0231-LXVAP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,Yes +9444-JTXHZ,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,Yes +4942-VZZOM,Male,0,Yes,No,64,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,No +5510-BOIUJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Yes +7502-BNYGS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168,No +4291-HYEBC,Female,1,Yes,Yes,28,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,No +6147-CBCRA,Female,0,Yes,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,No +6047-SUHPR,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,No +4471-KXAUH,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes +9752-ZNQUT,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,No +7638-QVMVY,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79,522.95,Yes +1576-PFZIW,Male,1,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,No +5666-MBJPT,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725,No +7312-XSBAT,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,No +3096-GKWEB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,No +2371-JQHZZ,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93,2248.05,No +0674-GCDXG,Male,0,No,No,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,No +1121-QSIVB,Female,0,No,Yes,44,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,No +4396-KLSEH,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63,No +3244-DCJWY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes +2824-MYYBN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,No +0875-CABNR,Female,1,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Yes +6345-HOVES,Male,0,No,No,34,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,No +8318-LCNBW,Male,0,Yes,No,35,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,No +6469-QJKZW,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,No +0147-ESWWR,Female,1,Yes,No,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,No +1217-VASWC,Male,1,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No +7812-FZHPE,Female,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Yes +6370-ZVHDV,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No +5915-DGNVC,Female,0,Yes,No,49,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,No +6260-XLACS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,No +3566-CAAYU,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,No +4983-CCWMC,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,No +9103-CXVOK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +2896-TBNBE,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No +4797-AXPXK,Female,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60,60,Yes +5229-PRWKT,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,Yes +6982-UQZLY,Female,1,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Yes +2522-WLNSF,Female,1,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No +3841-CONLJ,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35,35,No +5057-LCOUI,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,Yes +0193-ESZXP,Female,1,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes +4475-NVTLU,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,No +4369-HTUIF,Male,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Yes +9386-LDCZR,Male,0,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No +9585-KKMFD,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20,879.8,No +5399-ZIMKF,Male,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,No +0336-KXKFK,Male,0,No,No,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,No +5619-XZZKR,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,No +3948-FVVRP,Male,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,No +5327-XOKKY,Male,1,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329,No +0983-TATYJ,Female,0,Yes,No,33,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,No +1813-JYWTO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,No +0156-FVPTA,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,Yes +1984-FCOWB,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,Yes +0654-HMSHN,Male,0,Yes,Yes,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,Yes +6719-OXYBR,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,No +3312-ZWLGF,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No +6476-YHMGA,Female,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,No +5287-QWLKY,Male,1,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,Yes +0795-XCCTE,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,No +0168-XZKBB,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,No +3785-NRHYR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +5196-SGOAK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,Yes +4537-DKTAL,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,No +7072-MBHEV,Female,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,No +5602-BVFMK,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,No +6297-NOOPG,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No +1891-UAWWU,Female,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951,Yes +8204-TIFGJ,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No +8050-DVOJX,Male,1,No,No,49,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,No +6108-OQZDQ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,Yes +0363-QJVFX,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Yes +8903-XEBGX,Male,0,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No +8169-SAEJD,Male,1,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No +9840-DVNDC,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Yes +1089-XZWHH,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No +2325-WINES,Female,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No +6064-ZATLR,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,No +3096-JRDSO,Female,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Yes +7824-PANSQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,No +8042-JVNFH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Yes +9648-BCHKM,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,No +2888-ADFAO,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No +8707-HOEDG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,No +3374-LXDEV,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,Yes +4072-IPYLT,Female,0,Yes,Yes,36,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815,No +7167-PCEYD,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,No +4936-YPJNK,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No +1580-BMCMR,Male,1,No,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,No +4817-KEQSP,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,No +6408-WHTEF,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,No +9251-AWQGT,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,935.9,No +8749-CLJXC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7989-VCQOH,Male,0,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No +5049-GLYVG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Yes +4199-QHJNM,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No +8882-TLVRW,Male,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,No +5883-GTGVD,Male,0,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,Yes +5135-GRQJV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,No +2384-OVPSA,Female,1,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,No +1371-WEPDS,Male,1,Yes,No,40,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,No +3580-GICBM,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,No +4817-QRJSX,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81,818.05,Yes +9730-DRTMJ,Male,0,Yes,No,32,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,No +4686-UXDML,Female,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,No +3349-ANQNH,Female,1,No,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890,No +2398-YPMUR,Female,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Yes +0932-YIXYU,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,No +7480-SPLEF,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,1796.55,No +7636-XUHWW,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,No +1431-CYWMH,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No +5937-EORGB,Male,1,Yes,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,No +6349-JDHQP,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,No +5539-HIVAK,Female,1,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,No +5847-MXBEO,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No +9985-MWVIX,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +4583-PARNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,No +1116-FRYVH,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No +1421-HCERK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No +9633-XQABV,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,No +0716-BQNDX,Male,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,No +1265-XTECC,Female,1,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,Yes +1183-CANVH,Female,0,Yes,No,23,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60,1347.15,No +1972-XMUWV,Female,0,Yes,No,65,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,No +8679-LZBMD,Male,0,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No +3407-JMJQQ,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109,7661.8,No +6252-DFGTK,Female,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,No +1539-LNKHM,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No +8645-KOMJQ,Male,0,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No +0289-IVARM,Female,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,No +9761-XUJWD,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No +4057-FKCZK,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,No +4291-TPNFG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,No +6087-YPWHO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,No +3090-QFUVD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,No +2237-ZFSMY,Female,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,Yes +1722-LDZJS,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,No +1818-ESQMW,Female,0,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No +4871-JTKJF,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +1415-YFWLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,Yes +7401-RUBNK,Female,0,Yes,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,No +0506-YLVKJ,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No +8661-BOYNW,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,No +6711-VTNRE,Female,0,No,No,36,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Yes +4815-GBTCD,Female,0,Yes,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,No +2805-AUFQN,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,No +0980-PVMRC,Female,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,No +7233-DRTRF,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,No +3500-RMZLT,Female,1,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Yes +3873-NFTGI,Male,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,No +1162-ECVII,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,No +7048-GXDAY,Male,0,No,No,39,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,No +8571-ZCMCX,Female,0,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60,2768.65,No +1169-WCVAK,Male,0,Yes,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,No +4548-SDBKE,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,Yes +8066-POXGX,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,Yes +7129-CAKJW,Female,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,No +8695-ARGXZ,Male,1,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No +3570-YUEKJ,Female,0,No,No,42,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,No +4143-OOBWZ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,Yes +1555-HAPSU,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,No +1697-NVVGY,Male,1,Yes,No,19,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,No +7854-EKTJL,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Yes +8464-EETCQ,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,No +2419-FSORS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,No +8132-YPVBX,Female,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,No +9102-IAYHT,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,Yes +6754-LZUKA,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,No +3422-LYEPQ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes +8099-MZPUJ,Male,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,No +0787-LHDYT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No +2642-DTVCO,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,Yes +0374-IOEGQ,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No +4361-JEIVL,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Yes +3197-NNYNB,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,No +3396-DKDEL,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250,No +1752-OZXFY,Male,0,Yes,No,60,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,No +9066-QRSDU,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,No +9112-WSNPU,Female,1,No,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419,No +9867-NNXLC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,No +5321-NTRKC,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,No +1363-TXLSL,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +9507-EXLTT,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,Yes +3161-GETRM,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097,No +0402-OAMEN,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,No +6933-VLYFX,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No +6754-WKSHP,Male,0,No,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,No +9846-GKXAS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Yes +6017-PPLPX,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Yes +4976-LNFVV,Male,1,Yes,No,19,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,No +5055-MGMGF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,No +4641-FROLU,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,No +2862-JVEOY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,No +2969-QWUBZ,Female,0,No,No,2,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,No +9822-BIIGN,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No +2077-MPJQO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,No +1534-OULXE,Female,0,Yes,Yes,61,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,No +7136-RVDTZ,Male,1,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes +2971-SGAFL,Female,0,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No +1480-IVEVR,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,No +2905-KFQUV,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,No +4581-SSPWD,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Yes +3370-HXOPH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,No +9391-YZEJW,Female,0,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,5757.2,No +9958-MEKUC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,No +0281-CNTZX,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No +6927-WTFIV,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes +4118-CEVPF,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,No +3398-ZOUAA,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes +9114-VEPUF,Male,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No +7876-BEUTG,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,No +2338-BQEZT,Female,0,No,No,55,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,No +9873-MNDKV,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,No +0378-NHQXU,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,Yes +8241-JUIQO,Female,0,No,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,No +2194-IIQOF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No +4512-ZUIYL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70,153.05,Yes +9631-RXVJM,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,No +9584-EXCDZ,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,No +7969-AULMZ,Female,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,Yes +5093-FEGLU,Female,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,No +2621-UDNLU,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72,No +7526-IVLYU,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,No +2428-HYUNX,Male,1,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No +9214-EKVXR,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44,44,No +3410-MHHUM,Female,0,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No +0568-ONFPC,Male,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes +0733-VUNUW,Male,0,No,No,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Yes +4550-EVXNY,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2122-YWVYA,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,No +2968-SSGAA,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes +2296-DKZFP,Female,0,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71,4386.2,No +4844-JJWUY,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,86,Yes +6777-TGHTM,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,Yes +8909-BOLNL,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,No +6603-YRDCJ,Male,0,Yes,No,33,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,No +3538-WZPHD,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,Yes +3229-USWAR,Female,0,No,No,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,No +2138-VFAPZ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,No +6131-JLWZM,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,No +4785-QRJHC,Male,1,Yes,No,46,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,Yes +0269-XFESX,Male,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,No +1709-EJDOX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,No +4316-XCSLJ,Male,0,No,Yes,17,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,No +8610-WFCJF,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes +9693-XMUOB,Male,1,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,No +0383-CLDDA,Female,0,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No +4905-JEFDW,Male,0,No,No,11,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,Yes +2709-UQGNP,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No +3549-ZTMNH,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24,269.65,No +7881-INRLC,Male,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740,Yes +8033-ATFAS,Female,0,Yes,Yes,39,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,No +1635-NZATJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,No +0562-HKHML,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,No +8277-RVRSV,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,No +9943-VSZUV,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,No +0117-LFRMW,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Yes +6172-FECYY,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,Yes +7054-ENNGU,Female,0,Yes,No,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,No +1455-HFBXA,Male,0,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,No +9402-CXWPL,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,No +1628-BIZYP,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,No +1965-AKTSX,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Yes +0082-LDZUE,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,No +4786-UKSNZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Yes +5343-SGUBI,Female,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,No +0856-NAOES,Male,0,No,No,6,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,No +1976-AZZPJ,Male,0,Yes,No,7,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,No +7248-VZQLC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes +6156-UZDLF,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,No +3099-OONVS,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,No +9500-WBGRP,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No +5183-KLYEM,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,No +5144-PQCDZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,No +8514-VZHEB,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,No +6625-IUTTT,Male,0,No,No,67,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,No +9355-NPPFS,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,No +0068-FIGTF,Female,0,No,No,27,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,No +5965-GGPRW,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,No +8035-PWSEV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No +2236-HILPA,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,No +1840-BIUOG,Male,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,No +1356-MKYSK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,No +6080-LNESI,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,No +1830-IPXVJ,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No +5828-DWPIL,Male,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,No +8398-TBIYD,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,No +0011-IGKFF,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98,1237.85,Yes +4192-GORJT,Male,0,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes +6496-SLWHQ,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105,294.45,Yes +9912-GVSEQ,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,Yes +2931-FSOHN,Male,1,No,No,13,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,No +9418-RUKPH,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,No +5383-MMTWC,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84,613.4,Yes +9971-ZWPBF,Male,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,No +4712-AUQZO,Male,0,No,No,18,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,No +9711-FJTBX,Male,0,Yes,Yes,56,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,No +2908-ZTPNF,Female,0,No,No,36,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,No +7240-ETPTR,Female,0,Yes,No,9,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,Yes +2202-CUYXZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,Yes +5995-OIGLP,Male,0,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes +8421-WZOOW,Female,1,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No +6261-RCVNS,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,Yes +7951-QKZPL,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes +1414-YADCW,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,No +8756-RDDLT,Female,0,No,No,68,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,No +2862-PFNIK,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No +5816-QVHRX,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,No +4430-YHXGG,Female,0,No,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,No +6888-SBYAI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,No +7395-XWZOY,Male,0,No,No,20,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55,1165.55,No +7169-YWAMK,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,No +3640-PHQXK,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes +6877-LGWXO,Male,1,Yes,No,18,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,Yes +6859-RKMZJ,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,No +2729-VNVAP,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,No +2957-JIRMN,Female,1,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,No +2049-BAFNW,Female,0,No,No,1,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,No +3842-QTGDL,Male,0,Yes,No,16,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,No +7163-OCEQI,Male,0,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No +9782-LGXMC,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,No +5975-BAICR,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,No +8019-ENHXU,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Yes +5167-GBFRE,Male,1,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Yes +9033-EOXWV,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes +4673-KKSLS,Female,0,No,No,31,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,No +4853-OITSN,Male,0,Yes,No,5,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,No +9800-OUIGR,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1374.2,No +1324-NLTJE,Female,1,No,No,15,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55,757.1,Yes +2324-EFHVG,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No +7094-MSZAO,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No +1522-VVDMG,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,Yes +6907-CQGPN,Male,0,No,No,29,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,No +0780-XNZFN,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,No +0239-OXEXL,Female,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,No +2675-IJRGJ,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978,No +7049-GKVZY,Female,0,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No +8577-QSOCG,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,No +3721-CNZHX,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,No +0212-ISBBF,Female,0,No,No,22,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,No +9185-TQCVP,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,Yes +3585-YNADK,Female,0,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,No +5271-DBYSJ,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,No +1099-GODLO,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,No +6828-HMKWP,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,No +5567-WSELE,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes +1472-TNCWL,Male,0,No,Yes,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,No +8063-RJYNF,Male,0,No,No,16,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,Yes +0687-ZVTHB,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,Yes +2080-GKCWQ,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,No +9661-ACXBS,Female,0,No,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,Yes +2193-SFWQW,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,No +5656-JAMLX,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No +3462-BJQQA,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,No +0442-TDYUO,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036,No +6733-LRIZX,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,No +9503-XJUME,Male,0,No,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,No +4367-NHWMM,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No +3727-RJMEO,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,Yes +3779-OSWCF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,No +6736-DHUQI,Female,0,Yes,Yes,67,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,No +3915-ODIYG,Male,1,No,No,60,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,No +1360-RCYRT,Male,0,Yes,Yes,23,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,No +2724-FJDYW,Male,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,No +4451-RWASJ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,No +6646-VRFOL,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,Yes +3460-TJBWI,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,No +5917-HBSDW,Female,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,No +5685-IIXLY,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,Yes +5671-UUNXD,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,No +0956-ACVZC,Female,0,No,No,54,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,No +2325-NBPZG,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,No +4250-ZBWLV,Male,0,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,Yes +4482-FTFFX,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,No +8859-DZTGQ,Male,0,No,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,No +0440-MOGPM,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,No +0020-JDNXP,Female,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,No +3752-CQSJI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,No +5025-GOOKI,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No +4698-KVLLG,Female,1,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,No +5095-AESKG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Yes +2887-JPYLU,Female,0,No,Yes,41,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,No +4770-QAZXN,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,No +4896-CPRPF,Male,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,No +1871-MOWRM,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes +9714-EDSUC,Male,0,No,No,4,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,No +2027-OAQQC,Female,0,No,No,43,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,Yes +0282-NVSJS,Female,1,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,No +9090-SGQXL,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,Yes +6595-YGXIT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,Yes +7353-YOWFP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,No +9835-ZIITK,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,Yes +8008-ESFLK,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,No +7537-CBQUZ,Male,1,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,No +1555-DJEQW,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Yes +5649-TJHOV,Male,1,Yes,No,27,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032,Yes +0519-XUZJU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,Yes +3363-EWLGO,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,No +4750-UKWJK,Female,1,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,No +6338-AVWCY,Male,0,No,No,3,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,Yes +1689-YQBYY,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No +4487-ZYJZK,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,No +2959-FENLU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No +0708-LGSMF,Male,0,Yes,No,13,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,No +9253-QXKBE,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes +7634-HLQJR,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No +0487-RPVUM,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,No +4079-ULGFR,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,275.7,No +2516-XSJKX,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No +0057-QBUQH,Female,0,No,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,No +9445-SZLCH,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Yes +6599-SFQVE,Female,0,No,No,6,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,340.4,No +8331-ZXFOE,Female,0,No,No,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,No +4003-FUSHP,Male,0,No,No,19,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,No +0356-ERHVT,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,No +7325-ENZFI,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,No +4884-ZTHVF,Female,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No +3920-HIHMQ,Female,0,No,Yes,26,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,No +3055-OYMSE,Female,1,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No +0613-WUXUM,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,No +7568-PODML,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +4458-KVRBJ,Male,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1510.5,No +5349-IECLD,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,Yes +1397-XKKWR,Male,0,No,No,7,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,No +3945-GFWQL,Female,0,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes +8097-OMULG,Male,0,Yes,Yes,59,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,No +6013-BHCAW,Male,0,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81,4976.15,No +0401-WDBXM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,No +3387-PLKUI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,No +6096-EGVTU,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,No +3797-VTIDR,Male,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Yes +5081-NWSUP,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,No +2580-ATZSQ,Female,0,Yes,Yes,65,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,No +8085-MSNLK,Female,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,No +9691-HKOVS,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No +9881-VCZEP,Female,0,Yes,No,25,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373,No +9526-BIHHD,Male,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes +8757-TFHHJ,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +4523-WXCEF,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,Yes +1468-DEFNC,Male,1,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No +5119-KEPFY,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95,3440.25,No +8364-TRMMK,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Yes +0916-KNFAJ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,No +8319-QBEHW,Male,0,No,Yes,26,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,No +3063-QFSZL,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,Yes +8775-LHDJH,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,Yes +9625-QNLUX,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,No +3097-NQYSN,Male,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes +4024-CSNBY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,No +7110-BDTWG,Female,0,Yes,No,71,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,No +7493-GVFIO,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,No +0690-SRQID,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No +9605-WGJVW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,No +9114-DPSIA,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81,5750,No +4700-UBQMV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,No +7711-GQBZC,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,No +3565-UNOCC,Female,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Yes +4627-MIHJH,Female,1,No,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,No +9795-NREXC,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5484.4,No +8573-CGOCC,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No +7356-AYNJP,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,No +9249-FXSCK,Female,0,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,Yes +5493-SDRDQ,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Yes +6286-SUUWT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,No +4819-HJPIW,Male,0,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No +8654-DHAOW,Female,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,No +5438-QMDDL,Female,0,Yes,No,19,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,No +9812-GHVRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No +5553-AOINX,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,No +1228-ZLNBX,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No +4226-KKDON,Male,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,No +3831-YCPUO,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,No +7445-WMRBW,Female,0,No,No,48,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,No +3308-DGHKL,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No +9924-JPRMC,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,No +0080-EMYVY,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,No +6218-KNUBD,Male,0,No,No,6,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,No +7337-CINUD,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,No +7609-NRNCA,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,No +0623-EJQEG,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,No +7153-CHRBV,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,No +0871-URUWO,Male,0,Yes,No,13,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359,Yes +9190-MFJLN,Male,1,No,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Yes +6198-PNNSZ,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,No +3317-VLGQT,Female,0,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No +4132-POCZS,Male,0,Yes,No,52,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,No +5614-DNZCE,Female,0,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No +1095-JUDTC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,Yes +3896-RCYYE,Female,0,No,No,67,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,No +9638-JIQYA,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,No +3258-SANFR,Male,1,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No +3726-TBHQT,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114,8175.9,No +3190-ITQXP,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,No +0870-VEMYL,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,Yes +4833-QTJNO,Male,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,No +3039-MJSLN,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No +0178-CIIKR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58,No +5385-SUIRI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,Yes +3982-XWFZQ,Female,0,Yes,No,42,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Yes +5774-QPLTF,Male,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,No +2322-VCZHZ,Male,1,Yes,No,23,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90,2024.1,No +5010-IPEAQ,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,No +4009-ALQFH,Female,0,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes +6383-ZTSIW,Female,1,Yes,No,39,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,No +8990-YOZLV,Female,0,No,No,69,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,No +3069-SSVSN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No +5222-IMUKT,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,No +3627-FCRDW,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71,672.55,Yes +7562-GSUHK,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Yes +6685-XSHHU,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No +8901-UPRHR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,No +4903-UYAVB,Male,0,Yes,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Yes +0118-JPNOY,Female,1,No,No,26,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,No +6776-TLWOI,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Yes +3845-FXCYS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,No +5857-XRECV,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,No +0725-CXOTM,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No +4343-EJVQB,Male,0,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,No +9000-PLFUZ,Female,1,Yes,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,No +3427-GGZZI,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No +7779-ORAEL,Male,1,Yes,No,45,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,No +0644-OQMDK,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,No +4077-CROMM,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,Yes +3154-CFSZG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No +2868-MZAGQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,Yes +4847-QNOKA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,Yes +2220-IAHLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,No +1658-XUHBX,Female,1,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,No +6379-RXJRQ,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Yes +2378-HTWFW,Male,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91,3180.5,No +8650-RHRKE,Male,0,No,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Yes +4377-VDHYI,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,No +0475-RIJEP,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes +1260-TTRXI,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,Yes +3719-TDVQB,Female,1,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,No +6328-ZPBGN,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,Yes +0201-MIBOL,Female,1,No,No,66,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,No +4937-QPZPO,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,No +2925-VDZHY,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No +6981-TDRFT,Male,0,Yes,Yes,44,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,No +3413-CSSTH,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,No +8033-VCZGH,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,No +4789-KWMXN,Male,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes +0224-NIJLP,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No +7542-CYDDM,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,No +4718-WXBGI,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,No +2867-UIMSS,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes +8495-PRWFH,Female,1,No,No,42,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,No +0439-IFYUN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,No +5716-LIBJC,Female,0,No,Yes,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,No +2868-LLSKM,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,No +8111-RKSPX,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Yes +2988-QRAJY,Male,0,No,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,No +1585-MQSSU,Male,0,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes +0071-NDAFP,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No +2856-NNASM,Male,1,No,No,43,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,Yes +7328-ZJAJO,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,No +6458-CYIDZ,Female,1,No,No,5,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,No +8559-CIZFV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625,Yes +1090-PYKCI,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,No +3058-WQDRE,Male,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No +7547-EKNFS,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes +2279-AXJJK,Male,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,No +6769-DYBQN,Male,1,No,No,46,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85,3969.4,Yes +0909-SELIE,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,No +3417-TSCIC,Male,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No +1042-HFUCW,Female,0,No,Yes,25,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,No +4439-JMPMT,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,Yes +6537-OTKMY,Male,0,No,No,15,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,No +8999-EXMNO,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,No +6725-TPKJO,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,No +2446-BEGGB,Female,1,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes +7162-WPHPM,Male,0,Yes,Yes,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,No +1599-MMYRQ,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,No +8821-KVZKQ,Female,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,No +1496-GGSUK,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Yes +6434-TTGJP,Male,0,Yes,Yes,10,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521,No +0042-JVWOJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No +0130-SXOUN,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,No +2575-GFSOE,Female,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69,506.9,Yes +2330-PQGDQ,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,No +1452-UZOSF,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,No +2097-YVPKN,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,No +2842-JTCCU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Yes +8597-CTXVJ,Male,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,No +6631-HMANX,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,No +9962-BFPDU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +3296-SILRA,Female,1,Yes,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,Yes +9681-OXGVC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514,Yes +6394-HHHZM,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,No +5995-LFTLE,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No +5180-UCIIQ,Male,1,Yes,Yes,22,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,Yes +1932-UEDCX,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No +7153-OANIO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,Yes +5188-HGMLP,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74,3919.15,No +0665-XHDJU,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,No +6521-YYTYI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,Yes +8878-HMWBV,Male,0,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes +8265-HKSOW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No +3544-FBCAS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,No +5331-RGMTT,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,No +4759-PXTAN,Female,0,Yes,No,59,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,No +7054-DMVAS,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No +3428-MMGUB,Male,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,No +6549-BTYPG,Female,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,No +7823-JSOAG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,No +3705-RHRFR,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,No +9374-YOLBJ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No +9074-KGVOX,Male,0,Yes,Yes,50,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,No +6128-DAFVY,Female,0,No,No,56,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,No +9933-QRGTX,Female,0,Yes,No,60,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,No +4476-OSWTN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,No +3751-KTZEL,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,Yes +1977-STDKI,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73,73,Yes +5066-GFJMM,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,No +2661-GKBTK,Male,0,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No +0458-HEUZG,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,No +7268-WNTCP,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,No +0824-VWDPO,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,No +8409-WQJUX,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,No +2578-JQPHZ,Male,0,No,No,44,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,No +3278-FSIXX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No +5813-UECBU,Male,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Yes +0328-GRPMV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9746-UGFAC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,No +2946-KIQSP,Female,0,No,No,35,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,No +0625-AFOHS,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,No +6726-WEXXK,Male,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,No +4636-OLWOE,Male,0,No,Yes,54,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61,3283.05,No +4342-HENTK,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Yes +4685-ERGHK,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No +0885-HMGPY,Male,0,No,No,62,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,No +5003-OKNNK,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,No +4195-SMMNX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Yes +7208-PSIHR,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,No +4012-ZTHBR,Female,0,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No +0489-WMEMG,Female,0,No,Yes,23,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,No +7435-ZNUYY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,No +1354-YZFNB,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,No +6956-SMUCM,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99,287.4,Yes +2985-FMWYF,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,No +2812-ENYMO,Male,0,No,No,26,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,No +2717-HVIZY,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,No +3223-WZWJM,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,Yes +3422-GALYP,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,No +9053-JZFKV,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,Yes +2530-ENDWQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Yes +2890-WFBHU,Female,0,No,No,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,No +0327-WFZSY,Male,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100,3835.55,No +7977-HXJKU,Male,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397,No +6615-ZGEDR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Yes +7033-CLAMM,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No +4023-RTIQM,Female,1,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No +0864-FVJNJ,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,No +7356-IWLFW,Male,0,Yes,Yes,46,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80,3769.7,No +9541-PWTWO,Female,0,No,No,52,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,No +3967-VQOGC,Female,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No +7872-RDDLZ,Female,1,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No +9250-WYPLL,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,Yes +6308-CQRBU,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,No +2754-XBHTB,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes +1597-LHYNC,Female,1,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95,2497.2,Yes +0186-CAERR,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,No +3043-SUDUA,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No +5442-BHQNG,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,No +2169-RRLFW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,No +5872-OEQNH,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No +3162-KKZXO,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,No +7055-VKGDA,Male,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,Yes +0754-UKWQP,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,Yes +8873-GLDMH,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,No +5696-JVVQY,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,No +8946-BFWSG,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No +7493-TPUWZ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes +0547-HURJB,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No +8904-OPDCK,Male,1,Yes,No,54,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,No +8845-LWKGE,Female,0,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No +1577-HKTFG,Female,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Yes +8752-STIVR,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79,303.15,Yes +0691-NIKRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No +5022-JNQEQ,Female,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No +4558-FANTW,Female,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes +3249-VHRIP,Female,0,No,No,62,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,No +3736-BLEPA,Male,0,No,No,28,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,No +4701-LKOZD,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No +6603-QWSPR,Female,0,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,No +9921-QFQUL,Female,0,Yes,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,No +1929-ZCBHE,Male,0,Yes,Yes,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,No +4378-MYPGO,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No +8651-ENBZX,Female,1,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106,6441.4,Yes +4129-LYCOI,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104,7039.05,No +7798-JVXYM,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,No +8647-SDTWQ,Male,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,No +2696-ECXKC,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,No +2081-KJSQF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +7623-TRNQN,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,Yes +3323-CPBWR,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,No +9330-IJWIO,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,Yes +3384-CTMSF,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,No +0902-RFHOF,Male,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,No +9286-DOJGF,Female,1,Yes,No,38,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Yes +6048-QBXKL,Female,1,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No +9661-MHUMO,Male,1,Yes,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Yes +7718-RXDGG,Male,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,No +1025-FALIX,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,No +3451-VAWLI,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,No +3407-QGWLG,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,No +1842-EZJMK,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,Yes +2347-WKKAE,Male,0,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No +8735-DCXNF,Male,0,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No +3214-IYUUQ,Female,0,Yes,No,61,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,No +1936-UAFEH,Female,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,No +3587-PMCOY,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,No +8079-XRJRS,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,Yes +1027-LKKQQ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No +7148-XZPHA,Male,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,No +8073-IJDCM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Yes +5309-TAIKL,Female,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,No +6856-RAURS,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,No +8778-LMWTJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,No +9717-IOAAF,Male,0,No,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,No +8884-ADFVN,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes +2845-KDHVX,Female,0,Yes,No,64,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,No +0848-SOMKO,Male,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No +2720-WGKHP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,181.7,Yes +6734-FQAJX,Male,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,No +2869-ADAWR,Female,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,Yes +1535-VTJOQ,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No +6368-TZZDT,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,No +0943-ZQPXH,Male,0,Yes,Yes,44,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,No +1293-BSEUN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,No +9894-EZEWG,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Yes +1302-TPUBN,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,No +7851-FLGGQ,Male,0,No,No,1,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Yes +0637-UBJRP,Male,0,Yes,Yes,13,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,Yes +0940-OUQEC,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes +2378-VTKDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,No +0927-CNGRH,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +8608-OZTLB,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,No +2335-GSODA,Male,0,No,Yes,23,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,No +1952-DVVSW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,No +0702-PGIBZ,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,Yes +6656-GULJQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No +9853-JFZDU,Female,0,Yes,No,35,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,No +1963-VAUKV,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Yes +3777-XROBG,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,No +6994-FGRHH,Male,0,Yes,Yes,70,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,No +4000-VGMQP,Male,0,Yes,Yes,38,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,No +3999-WRNGR,Female,0,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No +3466-RITXD,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,No +2680-XKKNJ,Female,0,No,No,8,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,No +3058-HJCUY,Male,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,Yes +2974-GGUXS,Female,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,No +7994-XIRTR,Male,1,No,No,54,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,No +3259-FDWOY,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106,7723.7,Yes +2101-RANCD,Female,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No +7921-BEPCI,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265,No +0807-ZABDG,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes +8510-TMWYB,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,No +3258-ZKPAI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,No +1428-IEDPR,Male,0,No,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,No +5298-GSTLM,Female,1,No,No,60,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,No +4450-YOOHP,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,No +6728-CZFEI,Female,0,No,No,15,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,No +5748-RNCJT,Male,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Yes +3653-NCRDJ,Male,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,No +6121-TNHBO,Female,1,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83,5243.05,No +5119-NZPTV,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,No +6519-ZHPXP,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,No +7739-LAXOG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Yes +3472-QPRCH,Male,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No +8224-UAXBZ,Female,0,Yes,No,58,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,No +9610-WCESF,Male,0,No,No,67,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,No +9776-CLUJA,Female,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Yes +2486-WYVVE,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484,No +3865-ZYKAD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No +1422-DGUBX,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,No +2999-AANRQ,Female,0,No,No,21,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,No +8668-KNZTI,Male,0,No,No,52,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,No +0480-KYJVA,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,No +6034-ZRYCV,Female,0,Yes,No,72,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,Yes +9746-YKGXB,Male,0,Yes,Yes,52,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,No +3926-YZVVX,Female,0,No,No,41,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,No +6000-UKLWI,Male,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No +2079-FBMZK,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Yes +6332-FBZRI,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,No +2096-XOTMO,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,No +3266-FTKHB,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,No +8221-EQDGL,Male,0,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61,2130.45,No +2346-LOCWC,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No +6608-QQLVK,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Yes +0298-XACET,Male,0,Yes,Yes,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554,No +7560-QJAVJ,Female,0,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No +2995-YWTCD,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,No +3551-HUAZH,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9137-UIYPG,Female,0,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No +2809-ZMYOQ,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,No +5084-OOVCJ,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No +0254-WWRKD,Female,0,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No +7727-SHVZV,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No +6302-JGYRJ,Male,0,No,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,Yes +5339-PXDVH,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,No +2205-LPVGL,Male,1,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,No +8782-NUUOL,Male,0,No,No,60,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79,4801.1,No +3685-YLCMQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes +7601-WFVZV,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +4609-KNNWG,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,No +4868-AADLV,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,No +9529-OFXHY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,No +8634-MPHTR,Male,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,Yes +2669-QVCRG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,No +2478-EEWWM,Male,0,Yes,No,59,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,No +9174-IHETN,Female,0,No,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,No +2233-TXSIU,Male,0,Yes,Yes,17,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,No +9644-UMGQA,Male,0,Yes,Yes,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,No +3256-EZDBI,Male,1,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,No +8761-NSOBC,Male,0,No,No,44,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,Yes +0419-YAAPX,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,No +8413-VONUO,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes +0872-CASZJ,Male,0,Yes,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,No +4726-DLWQN,Male,1,No,No,50,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,No +8164-OCKUJ,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No +3094-JOJAI,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387,No +9494-MRNYX,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,No +2599-CZABP,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,No +7945-PRBVF,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,No +4544-RXFMG,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,No +0859-YGKFW,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,No +1150-FTQGN,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,No +9223-UCPVT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes +7196-LIWRH,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,No +5448-VWNAM,Female,0,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No +1177-XZBJL,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No +3518-FSTWG,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,No +9330-VOFSZ,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,No +4351-QLCSU,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55,55,Yes +0939-EREMR,Female,0,No,Yes,13,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,No +9389-ACWBI,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,No +5419-JPRRN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,Yes +3644-QXEHN,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97,1334.45,No +2911-IJORQ,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,No +5921-NGYRH,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764,No +2100-BDNSN,Female,0,Yes,No,5,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,Yes +5998-DZLYR,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703,No +0488-GSLFR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Yes +9318-NKNFC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Yes +3985-HOYPM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,No +9728-FTTVZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +9548-LERKT,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,No +6576-FBXOJ,Male,0,Yes,No,17,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,No +4310-KEDTB,Female,0,No,Yes,26,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,No +7254-IQWOZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2474-BRUCM,Male,1,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes +4062-HBMOS,Male,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No +0742-NXBGR,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,Yes +2676-ISHSF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +9236-NDUCW,Female,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,No +4753-PADAS,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,No +6103-QCKFX,Female,0,Yes,Yes,44,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,No +7781-EWARA,Male,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,No +6110-OHIHY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,Yes +7018-FPXHH,Male,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,No +5889-LFOLL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,Yes +5708-EVONK,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes +8708-XPXHZ,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,Yes +0616-ATFGB,Male,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,Yes +0572-ZJKLT,Female,0,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,No +5135-RDDQL,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,No +1353-LJWEM,Male,0,No,No,11,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,No +1794-SWWKL,Male,0,Yes,Yes,15,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,No +6166-YIPFO,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No +7016-BPGEU,Female,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Yes +6876-ADESB,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,Yes +9332-GYWLO,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,No +1963-SVUCV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +4184-VODJZ,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,No +0220-EBGCE,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,Yes +1092-WPIVQ,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,No +7233-IOQNP,Female,0,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34,1505.35,No +2834-JKOOW,Female,0,No,No,15,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,No +2754-VDLTR,Male,0,No,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,Yes +2400-FEQME,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,No +3190-XFANI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes +7551-DACSP,Male,0,Yes,Yes,6,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,Yes +4957-SREEC,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No +7235-NXZCP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Yes +0230-UBYPQ,Male,1,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No +4923-ADWXJ,Female,0,No,No,25,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,No +1763-KUAAW,Female,1,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No +1104-TNLZA,Male,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No +5195-KPUNQ,Female,1,No,No,53,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,No +0520-FDVVT,Male,0,No,No,35,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,Yes +3439-GVUSX,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +1444-VVSGW,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes +5712-PTIWW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,Yes +5949-HGVJL,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,No +5203-XEHAX,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No +1635-HDGFT,Female,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No +3315-TOTBP,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76,1130.85,Yes +8050-XGRVL,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,No +6661-HBGWL,Female,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Yes +1518-VOWAV,Female,0,No,No,9,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,Yes +9828-QHFBK,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No +3908-MKIMJ,Male,1,Yes,No,68,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,No +5012-YSPJJ,Male,0,Yes,Yes,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647,No +5909-ECHUI,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,Yes +1309-BXVOQ,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,Yes +6728-VOIFY,Female,0,Yes,No,63,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96,6109.75,No +9317-WZPGV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes +4891-NLUBA,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,No +2856-HYAPG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes +8969-PRHFK,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,No +0661-KQHNK,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,105.5,No +8709-KRDVL,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,3320.6,No +4488-PSYCG,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Yes +1427-VERSM,Female,0,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No +9801-NOSHQ,Male,0,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No +6339-YPSAH,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,No +3621-CEOVK,Female,1,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,Yes +6906-ANDWJ,Male,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes +2159-TURXX,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,No +1548-FEHVL,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,No +3795-CAWEX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No +6215-NQCPY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No +5647-URDKA,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,No +2229-DPMBI,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,No +9626-WEQRM,Female,0,No,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,No +2188-SXWVT,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55,1885.15,No +6258-PVZWJ,Male,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,No +1094-BKOSX,Female,0,Yes,Yes,45,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51,2264.5,No +6969-MVBAI,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,No +2978-XXSOG,Female,0,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No +2342-CKIAO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,No +6953-PBDIN,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,No +3898-BSJYF,Female,0,No,Yes,10,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,No +3938-YFPXD,Male,0,No,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,No +7696-AMHOD,Female,0,Yes,Yes,49,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78,3824.2,No +2453-SAFNS,Female,1,No,No,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,No +9558-IHEZX,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,No +9617-UDPEU,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,No +6340-DACFT,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,No +4955-VCWBI,Female,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,817.95,No +6813-GZQCG,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,No +7426-GSWPO,Male,1,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,No +3389-KTRXV,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,No +3118-UHVVQ,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No +1031-IIDEO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Yes +5832-XKAES,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Yes +3205-MXZRA,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507,No +4701-AHWMW,Male,0,Yes,No,55,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,Yes +8317-BVKSO,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,No +5702-KVQRD,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No +0083-PIVIK,Male,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,No +9210-IAHGH,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,Yes +6169-PGNCD,Female,0,No,No,57,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,No +0023-XUOPT,Female,0,Yes,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,Yes +4592-IWTJI,Female,0,Yes,Yes,3,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Yes +4909-JOUPP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No +4657-FWVFY,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,No +2257-BOVXD,Male,0,Yes,No,14,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,No +7729-JTEEC,Male,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,No +7632-MNYOY,Male,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,Yes +6518-LGAOV,Female,0,Yes,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105,4026.4,Yes +7242-QZLXF,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Yes +4576-CSAJH,Male,0,No,No,22,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,Yes +1000-AJSLD,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +9696-RMYBA,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No +8690-UPCZI,Male,0,Yes,Yes,29,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,No +1062-LHZOD,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Yes +9770-LXDBK,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,No +4086-WITJG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,No +8344-WFMFH,Male,0,No,Yes,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,No +9600-NAXZN,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes +8822-KNBHV,Female,0,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No +8404-FYDIB,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,No +2791-SFVEW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No +6457-USBER,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,Yes +6762-NSODU,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,No +4662-EKDPQ,Male,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes +9248-OJYKK,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Yes +9888-ZCUMM,Male,0,Yes,Yes,64,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,No +3398-FSHON,Female,1,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,Yes +3319-DWOEP,Male,1,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes +1074-WVEVG,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267,No +9979-RGMZT,Female,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,No +6437-UDQJM,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No +1226-IENZN,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,No +2108-GLPQB,Male,0,Yes,No,25,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,No +9259-PACGQ,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,Yes +4415-IJZTP,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +1465-VINDH,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,Yes +5474-LAMUQ,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,No +3468-DRVQJ,Female,0,Yes,Yes,10,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,No +1122-YJBCS,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,No +4990-ALDGW,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,No +4816-OKWNX,Male,0,Yes,Yes,50,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,No +3315-IKYZQ,Male,0,Yes,Yes,28,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,No +2810-FTLEM,Female,0,No,No,16,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Yes +4747-LCAQL,Male,0,No,No,25,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79,1902,No +3411-WLRSQ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,No +0898-XCGTF,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,No +8006-PYCSW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No +8249-THVEC,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,No +8722-PRFDV,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,No +2164-SOQXL,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,No +4020-KIUDI,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No +5850-BDWCY,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,No +2038-YSEZE,Female,0,No,No,29,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,No +0827-ITJPH,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689,No +8799-OXZMD,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,No +1925-TIBLE,Female,0,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,Yes +1705-GUHPV,Female,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,No +4779-ZGICK,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,No +0048-PIHNL,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,No +0818-OCPZO,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes +3967-KXAPS,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,No +1447-GIQMR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Yes +3704-IEAXF,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784,No +6810-VCAEX,Female,0,No,No,47,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,No +0674-EYYZV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No +4480-MBMLB,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,No +1395-OFUWC,Male,0,Yes,Yes,43,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,No +0822-QGCXA,Female,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,No +0872-NXJYS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,Yes +2832-KJCRD,Female,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,No +3588-WSTTJ,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,No +4075-WKNIU,Female,0,Yes,Yes,0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,73.35, ,No +5090-EMGTC,Female,0,Yes,No,59,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,No +2346-CZYIL,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,No +3798-EPWRR,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,No +6258-NGCNG,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173,No +4186-ZBUEW,Female,0,No,No,36,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,No +5274-XHAKY,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No +1442-BQPVU,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,No +3978-YNKDD,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,No +4940-KHCWD,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No +9412-ARGBX,Female,0,No,Yes,48,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,Yes +1389-CXMLU,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,Yes +9589-ABEPT,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,No +9388-ZEYVT,Male,0,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No +0305-SQECB,Female,0,No,Yes,11,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,No +7605-SNLQG,Female,0,Yes,No,45,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,No +4670-TABXH,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,No +5561-NWEVX,Female,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,Yes +0064-SUDOG,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,No +8561-NMTBD,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,No +5161-XEUVX,Male,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,No +8292-FRFZQ,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No +8591-NXRCV,Female,0,No,No,41,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,No +7895-VONWT,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,No +4526-RMTLL,Male,0,Yes,Yes,8,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,No +6253-GNHWH,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,No +4566-NECEV,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,No +8080-POTJR,Female,0,No,No,30,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,No +6906-MPARY,Male,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,No +3662-FXJFO,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,No +8107-RZLNV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No +0516-OOHAR,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No +2027-CWDNU,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,No +2737-WFVYW,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,Yes +9912-OMZDS,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,No +3733-ZEECP,Male,0,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No +7878-RTCZG,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +2452-MRMZF,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,No +2272-QAGFO,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Yes +7103-IPXPJ,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No +4342-HFXWS,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,No +3545-CNWRG,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No +1785-BPHTP,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,No +4989-LIXVT,Male,1,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,No +7315-WYOAW,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,No +1173-XZPYF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,No +9850-OWRHQ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228,Yes +3768-NLUBH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes +8676-TRMJS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75,209.1,Yes +2509-TFPJU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,No +9530-GRMJG,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,No +6898-RBTLU,Female,0,Yes,Yes,49,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,No +5481-NTDOH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,No +2068-WWXQZ,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902,No +7359-SSBJK,Female,1,No,No,64,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481,Yes +2061-VVFST,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No +0685-MLYYM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes +0749-IRGQE,Female,1,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No +2380-DAMQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,No +2256-YLYLP,Male,0,Yes,Yes,68,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,No +1272-ILHFG,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No +0164-XAIRP,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,No +5666-CYCYZ,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,No +4011-ARPHK,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,No +8182-PNAGI,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Yes +6365-HITVU,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No +7558-IMLMT,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,No +9488-FYQAU,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,No +3590-TCXTB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +6994-KERXL,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,No +7957-RYHQD,Female,1,No,No,40,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Yes +2180-DXNEG,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,1062.1,Yes +1960-UOTYM,Male,0,Yes,Yes,52,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,No +2740-JFBOK,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24,226.55,No +6500-JVEGC,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,No +5515-AKOAJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,Yes +8976-OQHGT,Female,0,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes +5245-VDBUR,Female,0,Yes,No,52,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,No +6230-BSUXY,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,Yes +8469-SNFFH,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,No +2144-ESWKO,Male,0,No,No,43,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,No +1241-FPMOF,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,No +9928-BZVLZ,Female,0,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No +4114-QMKVN,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,No +2775-SEFEE,Male,0,No,Yes,0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),61.9, ,No +9003-CPATH,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,No +1754-GKYPY,Male,1,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,No +5294-CDGWY,Male,0,Yes,Yes,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes +7956-XQWGU,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No +1591-MQJTP,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No +5295-PCJOO,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Yes +2369-FEVNO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,No +9863-JZAIC,Male,0,No,No,35,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55,2010.55,Yes +7471-MQPOS,Male,1,Yes,Yes,71,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,No +7660-HDPJV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +5115-SQAAU,Female,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No +9845-QOMAD,Male,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,No +7672-VFMXZ,Male,0,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No +9739-JLPQJ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,No +9916-AYHTC,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916,No +3855-ONCAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,No +1488-SYSFC,Male,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No +7931-PXHFC,Male,0,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes +3990-QYKBE,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,Yes +0970-QXPXW,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3259-KNMRR,Male,1,No,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,No +6120-RJKLU,Female,1,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,No +9572-WUKSB,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No +5893-KCLGT,Female,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567,No +0076-LVEPS,Male,0,No,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45,1242.45,No +3640-JQGJG,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No +4919-MOAVT,Male,0,No,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,Yes +1596-OQSPS,Female,0,No,No,11,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,No +9867-XOBQA,Female,0,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No +9546-KDTRB,Female,0,No,No,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,No +3090-HAWSU,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,Yes +9820-RMCQV,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes +3174-RKMOW,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,No +1760-CAZHT,Male,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,No +7839-QRKXN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +8441-SHIPE,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No +5204-QZXPU,Male,0,No,No,19,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,Yes +4597-ELFTS,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334,Yes +1320-GVNHT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,No +1047-RNXZV,Male,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,No +3541-ZNUHK,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,No +8450-JOVAH,Male,0,Yes,Yes,2,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,Yes +8725-JEDFD,Male,0,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No +7562-UXTPG,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,No +8071-SBTRN,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,No +1113-IUJYX,Female,0,Yes,No,14,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,Yes +6668-CNMFP,Female,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,No +5626-MGTUK,Female,0,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,No +5681-LLOEI,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No +8212-DJRCH,Male,0,Yes,Yes,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,No +4323-OHFOW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,No +4933-BSAIP,Female,0,Yes,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,No +2030-BTZRO,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,No +1116-DXXDF,Male,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,No +9274-CNFMO,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes +7758-XKCBS,Male,0,No,No,15,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,Yes +8992-JQYUN,Male,0,Yes,No,1,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,Yes +6563-VNPMN,Female,1,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,No +0617-AQNWT,Female,0,Yes,No,64,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,Yes +2267-WTPYD,Female,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94,5438.95,No +0270-THENM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,No +2446-PLQVO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +4707-MAXGU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No +2710-WYVXG,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,No +3005-NFMTA,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,Yes +6300-BWMJX,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,No +8784-CGILN,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Yes +5389-FFVKB,Male,1,Yes,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Yes +7009-LGECI,Female,0,No,No,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,No +8444-WRIDW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes +5022-KVDQT,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No +7976-CICYS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No +1036-GUDCL,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,No +2005-DWQZJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,No +8148-WOCMK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125,No +7815-PDTHL,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,No +9451-LPGOO,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes +9173-IVZVP,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No +9129-UXERG,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,No +3635-JBPSG,Female,0,No,No,15,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603,No +7964-ZRKKG,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,No +5868-YWPDW,Male,1,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes +6229-LSCKB,Male,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,No +2025-JKFWI,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99,1301.7,Yes +4078-SAYYN,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,Yes +1724-IQWNM,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,No +8217-QYOHV,Male,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,No +5546-QUERU,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257,No +9940-HPQPG,Female,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Yes +6897-UUBNU,Male,0,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No +6127-IYJOZ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,No +6618-RYATB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Yes +8930-XOTDP,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,No +5916-QEWPT,Female,0,Yes,No,2,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69,147.8,No +5060-TQUQN,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,No +0531-XBKMM,Male,0,No,Yes,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,No +8465-SBRXP,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No +2408-PSJVE,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,No +9079-YEXQJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes +9700-ZCLOT,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,32.7,No +8738-JOKAR,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No +4534-WGCIR,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,No +1930-WNXSB,Male,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No +2685-SREOM,Female,0,Yes,Yes,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes +3508-CFVZL,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,No +0402-CQAJN,Female,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Yes +6692-UDPJC,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301,Yes +1273-MTETI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,Yes +0657-DOGUM,Female,0,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No +5480-HPRRX,Female,1,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,Yes +8792-AOROI,Female,0,Yes,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,No +0295-PPHDO,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,Yes +5146-YYFRZ,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,No +1195-OIYEJ,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,Yes +5906-CVLHP,Female,0,Yes,Yes,45,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,Yes +3452-SRFEG,Male,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,No +4070-OKWVH,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,No +5297-MDOIR,Female,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,No +6369-MCAKO,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No +4926-UMJZD,Female,0,Yes,No,31,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,No +6848-HJTXY,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,No +6341-AEVKX,Female,0,Yes,No,62,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,No +4501-EQDRN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes +2990-HWIML,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,Yes +0682-USIXD,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,No +6976-BWGLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,No +7078-NVFAM,Female,0,Yes,Yes,32,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,No +8065-QBYTO,Female,1,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,No +2133-TSRRM,Female,0,No,Yes,34,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,No +7384-GHBPI,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes +7603-USHJS,Male,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Yes +7234-FECYN,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,Yes +2511-ALLCS,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,No +3191-CSNMG,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,No +7952-OBOYL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No +7470-DYNOE,Male,0,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No +7853-OETYL,Female,0,Yes,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,No +1545-ACTAS,Female,0,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,No +5876-HZVZM,Female,0,Yes,Yes,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Yes +1400-MMYXY,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes +5126-RCXYW,Male,0,Yes,Yes,54,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46,2424.05,No +3085-QUOZK,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,Yes +2363-BJLSL,Male,0,No,No,62,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,No +1956-YIFGE,Male,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No +3926-CUQZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Yes +7921-LMDFQ,Male,1,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,4905.75,No +2925-MXLSX,Female,0,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No +5820-PTRYM,Female,1,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No +9609-BENEA,Male,0,Yes,No,35,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69,2441.7,No +6211-WHMYA,Female,1,No,No,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751,No +4459-BBGHE,Male,0,No,Yes,30,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,No +9945-PSVIP,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,No +1041-RXHRA,Female,0,No,No,41,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Yes +1750-CSKKM,Male,0,No,Yes,9,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,Yes +9108-EJFJP,Female,0,Yes,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,No +0530-IJVDB,Male,0,No,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,No +0508-SQWPL,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No +2215-ZAFGX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,No +8213-TAZPM,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,No +7142-HVGBG,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103,4414.3,Yes +1304-SEGFY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,No +7242-EDTYC,Male,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,No +2904-GGUAZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No +8267-ZNYVZ,Female,0,Yes,No,33,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,Yes +5136-GFPMB,Male,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,No +2595-KIWPV,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,No +5243-SAOTC,Male,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,No +9398-MMQTO,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No +7619-PLRLP,Female,0,Yes,No,53,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,No +6457-GIRWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +6508-NJYRO,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,No +1450-SKCVI,Female,0,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes +4710-NKCAW,Male,0,Yes,Yes,5,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,No +5306-BVTKJ,Male,0,Yes,Yes,48,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,No +0357-NVCRI,Female,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No +5570-PTWEH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Yes +2371-KFUOG,Male,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No +0463-ZSDNT,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,No +6502-MJQAE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +6257-DTAYD,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,No +4616-ULAOA,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No +7693-LCKZL,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385,Yes +7746-AWNQW,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No +5996-EBTKM,Female,0,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No +2758-RNWXS,Male,0,No,No,35,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,No +2314-TNDJQ,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,No +2405-LBMUW,Female,0,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No +3454-JFUBC,Male,1,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20,1396,No +0032-PGELS,Female,0,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes +9039-ZVJDC,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,No +6797-LNAQX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,Yes +9013-AQORL,Female,0,No,Yes,48,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,No +2898-MRKPI,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No +2750-BJLSB,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,No +3648-GZPHF,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No +2075-RMJIK,Female,0,Yes,Yes,5,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,No +9588-YRFHY,Male,0,No,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,No +6394-MFYNG,Female,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes +1564-NTYXF,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82,1127.2,Yes +9364-YKUVW,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,No +5392-AKEMH,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,No +2451-YMUXS,Male,1,No,No,67,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,No +3914-FDRHP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No +3078-ZKNTS,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,No +1024-KPRBB,Female,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No +4690-PKDQG,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,No +8155-IBNHG,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Yes +0886-QGENL,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,Yes +9547-ITEFG,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,No +1264-FUHCX,Female,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,No +7789-CRUVC,Female,1,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,No +6598-KELSS,Male,0,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No +8739-WWKDU,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,Yes +8685-WHQPW,Female,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Yes +4745-LSPLO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +8083-YTZES,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,Yes +7240-FQLHE,Female,1,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,Yes +6664-FPDAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,Yes +9972-VAFJJ,Female,1,Yes,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94,4871.45,No +0422-UXFAP,Female,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,No +1904-WAJAA,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,No +5130-YPIRV,Female,0,Yes,No,62,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72,4284.2,No +2843-CQMEG,Male,0,No,No,24,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,No +6439-PKTRR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,No +5351-QESIO,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,No +0786-VSSUD,Male,1,No,No,16,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39,679.85,Yes +5568-DMXZS,Female,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,No +8468-FZTOE,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,No +6633-SYEUS,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,No +6447-GORXK,Male,0,No,Yes,31,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25,789.2,No +6967-PEJLL,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No +3976-BWUCK,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Yes +5981-ZVXOT,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,No +1684-FLBGS,Female,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,No +1389-WNUIB,Female,0,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76,1588.75,No +0376-OIWME,Male,0,Yes,No,36,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,No +3585-ISXZP,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Yes +0218-QNVAS,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,No +6583-QGCSI,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,Yes +0804-YGEQV,Female,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,No +7164-BPTUT,Male,0,No,Yes,57,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,No +4174-LPGTI,Female,0,Yes,Yes,41,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Yes +2523-EWWZL,Female,0,Yes,No,27,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,No +0928-XUTSN,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,No +2108-XWMPY,Male,0,No,No,3,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,Yes +0052-YNYOT,Female,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No +6304-IJFSQ,Male,0,No,No,3,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,Yes +9586-JGQKH,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,No +4501-VCPFK,Male,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,No +6075-SLNIL,Male,0,No,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,No +9347-AERRL,Male,0,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,No +0093-XWZFY,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Yes +2274-XUATA,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,No +1980-KXVPM,Female,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes +7703-ZEKEF,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81,1917.1,Yes +0723-DRCLG,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes +5482-NUPNA,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,Yes +6691-CCIHA,Female,0,Yes,No,62,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,No +1685-BQULA,Female,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,No +9053-EJUNL,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,No +0666-UXTJO,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No +1471-GIQKQ,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,No +4807-IZYOZ,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No +1122-JWTJW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Yes +9710-NJERN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826,No +9837-FWLCH,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No +1699-HPSBG,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes +7203-OYKCT,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No +1035-IPQPU,Female,1,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,No +7398-LXGYX,Male,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,No +2823-LKABH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,No +8775-CEBBJ,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Yes +0550-DCXLH,Male,0,No,No,13,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,No +9281-CEDRU,Female,0,Yes,No,68,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,No +2235-DWLJU,Female,1,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,No +0871-OPBXW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,No +3605-JISKB,Male,1,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60,3316.1,No +6894-LFHLY,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Yes +9767-FFLEM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,No +0639-TSIQW,Female,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Yes +8456-QDAVC,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,No +7750-EYXWZ,Female,0,No,No,12,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,No +2569-WGERO,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,No +6840-RESVB,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,No +2234-XADUH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No +4801-JZAZL,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No +8361-LTMKD,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Yes +3186-AJIEK,Male,0,No,No,66,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,No diff --git a/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Assignment.ipynb b/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Assignment.ipynb index ca65dc6e3..e71021286 100644 --- a/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Assignment.ipynb +++ b/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Assignment.ipynb @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 134, "metadata": { "colab": {}, "colab_type": "code", @@ -49,7 +49,461 @@ }, "outputs": [], "source": [ - "##### Your Code Here #####" + "import pandas as pd\n", + "from tensorflow import keras\n", + "from keras.optimizers import SGD\n", + "from keras.models import Sequential \n", + "from keras.layers import Dense, Dropout\n", + "from sklearn.model_selection import GridSearchCV\n", + "from tensorflow.keras.wrappers.scikit_learn import KerasClassifier\n", + "\n", + "df = pd.read_csv('Customer.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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customerIDgenderSeniorCitizenPartnerDependentstenurePhoneServiceMultipleLinesInternetServiceOnlineSecurity...DeviceProtectionTechSupportStreamingTVStreamingMoviesContractPaperlessBillingPaymentMethodMonthlyChargesTotalChargesChurn
07590-VHVEGFemale0YesNo1NoNo phone serviceDSLNo...NoNoNoNoMonth-to-monthYesElectronic check29.8529.85No
15575-GNVDEMale0NoNo34YesNoDSLYes...YesNoNoNoOne yearNoMailed check56.951889.5No
23668-QPYBKMale0NoNo2YesNoDSLYes...NoNoNoNoMonth-to-monthYesMailed check53.85108.15Yes
37795-CFOCWMale0NoNo45NoNo phone serviceDSLYes...YesYesNoNoOne yearNoBank transfer (automatic)42.301840.75No
49237-HQITUFemale0NoNo2YesNoFiber opticNo...NoNoNoNoMonth-to-monthYesElectronic check70.70151.65Yes
\n", + "

5 rows × 21 columns

\n", + "
" + ], + "text/plain": [ + " customerID gender SeniorCitizen Partner Dependents tenure PhoneService \\\n", + "0 7590-VHVEG Female 0 Yes No 1 No \n", + "1 5575-GNVDE Male 0 No No 34 Yes \n", + "2 3668-QPYBK Male 0 No No 2 Yes \n", + "3 7795-CFOCW Male 0 No No 45 No \n", + "4 9237-HQITU Female 0 No No 2 Yes \n", + "\n", + " MultipleLines InternetService OnlineSecurity ... DeviceProtection \\\n", + "0 No phone service DSL No ... No \n", + "1 No DSL Yes ... Yes \n", + "2 No DSL Yes ... No \n", + "3 No phone service DSL Yes ... Yes \n", + "4 No Fiber optic No ... No \n", + "\n", + " TechSupport StreamingTV StreamingMovies Contract PaperlessBilling \\\n", + "0 No No No Month-to-month Yes \n", + "1 No No No One year No \n", + "2 No No No Month-to-month Yes \n", + "3 Yes No No One year No \n", + "4 No No No Month-to-month Yes \n", + "\n", + " PaymentMethod MonthlyCharges TotalCharges Churn \n", + "0 Electronic check 29.85 29.85 No \n", + "1 Mailed check 56.95 1889.5 No \n", + "2 Mailed check 53.85 108.15 Yes \n", + "3 Bank transfer (automatic) 42.30 1840.75 No \n", + "4 Electronic check 70.70 151.65 Yes \n", + "\n", + "[5 rows x 21 columns]" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [ + "def cat_encode(X):\n", + " \n", + " X = X.copy()\n", + "\n", + " # import labelencoder\n", + " from sklearn.preprocessing import LabelEncoder\n", + " \n", + " le = LabelEncoder()\n", + "\n", + " #Categorical boolean mask\n", + " categorical_feature_mask = X.dtypes==object\n", + " categorical_cols = X.columns[categorical_feature_mask].tolist()\n", + "\n", + " X[categorical_cols] = X[categorical_cols].apply(lambda col: le.fit_transform(col))\n", + " \n", + " return X" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [], + "source": [ + "df = cat_encode(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "target = 'Churn'\n", + "features = ['gender', 'SeniorCitizen', 'Partner', 'Dependents',\n", + " 'tenure', 'PhoneService', 'MultipleLines', 'InternetService',\n", + " 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection', 'TechSupport',\n", + " 'StreamingTV', 'StreamingMovies', 'Contract', 'PaperlessBilling',\n", + " 'PaymentMethod', 'MonthlyCharges', 'TotalCharges']\n", + "\n", + "X = df[features]\n", + "y = df[target]" + ] + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "Baseline accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Baseline Accuracy: 0.7346301292063041\n" + ] + } + ], + "source": [ + "#Identify target in our df and set the predicted value to the mode\n", + "y_true = df['Churn']\n", + "majority = df['Churn'].mode()[0]\n", + "\n", + "#Create a list of predictions for the length of our df\n", + "y_pred = [majority] * len(y_true)\n", + "\n", + "#Use accuracy_score to check our baseline accuracy\n", + "from sklearn.metrics import accuracy_score\n", + "print(\"Baseline Accuracy:\", accuracy_score(y_true, y_pred))" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((5634, 19), (1409, 19), (5634,), (1409,))" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "x_train, x_test, y_train, y_test = train_test_split(\n", + " X, \n", + " y,\n", + " test_size=0.2)\n", + "\n", + "x_train.shape, x_test.shape, y_train.shape, y_test.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 20\n", + "num_classes = 2\n", + "epochs = 10" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "opt = SGD(lr=0.1, momentum=0.9)" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [], + "source": [ + "model = Sequential()\n", + "model.add(Dense(5, activation='relu', input_shape=(19,)))\n", + "# model.add(Dropout(0.2))\n", + "model.add(Dense(3, activation='relu'))\n", + "model.add(Dense(3, activation='relu'))\n", + "# model.add(Dropout(0.2))\n", + "model.add(Dense(1, activation='sigmoid'))\n", + "model.compile(\n", + " loss='binary_crossentropy', \n", + " optimizer=opt, \n", + " metrics=['accuracy']\n", + " )\n", + "\n", + "history = model.fit(\n", + " x_train, \n", + " y_train, \n", + " validation_data=(x_test, y_test), \n", + " epochs=epochs,\n", + " batch_size=batch_size,\n", + " verbose=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test accuracy: 0.7515968680381775\n" + ] + } + ], + "source": [ + "score = model.evaluate(x_test, y_test, verbose=0)\n", + "print('Test accuracy:', score[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "metadata": {}, + "outputs": [], + "source": [ + "def create_model():\n", + " opt = SGD(lr=0.1, momentum=0.9)\n", + " model = Sequential()\n", + " model.add(Dense(5, activation='tanh', input_shape=(19,)))\n", + " # model.add(Dropout(0.2))\n", + " model.add(Dense(3, activation='relu'))\n", + " model.add(Dense(3, activation='relu'))\n", + " # model.add(Dropout(0.2))\n", + " model.add(Dense(1, activation='sigmoid'))\n", + " model.compile(loss='binary_crossentropy', optimizer=opt, metrics=['accuracy'])\n", + " return model\n", + "\n", + "# create model\n", + "model = KerasClassifier(build_fn=create_model, verbose=0)\n", + "\n", + "# define the grid search parameters\n", + "param_grid = {'batch_size': [2],\n", + " 'epochs': [30]}" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best: 0.730387806892395 using {'batch_size': 2, 'epochs': 30}\n", + "Means: 0.730387806892395, Stdev: 0.012597235182934968 with: {'batch_size': 2, 'epochs': 30}\n" + ] + } + ], + "source": [ + "# Create Grid Search\n", + "grid = GridSearchCV(estimator=model, param_grid=param_grid, n_jobs=1)\n", + "grid_result = grid.fit(x_train, y_train)\n", + "\n", + "# Report Results\n", + "print(f\"Best: {grid_result.best_score_} using {grid_result.best_params_}\")\n", + "means = grid_result.cv_results_['mean_test_score']\n", + "stds = grid_result.cv_results_['std_test_score']\n", + "params = grid_result.cv_results_['params']\n", + "for mean, stdev, param in zip(means, stds, params):\n", + " print(f\"Means: {mean}, Stdev: {stdev} with: {param}\")" ] }, { @@ -68,6 +522,13 @@ " - Can you implement both perceptron and MLP models from scratch with forward and backpropagation?\n", " - Can you implement both perceptron and MLP models in keras and tune their hyperparameters with cross validation?" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -91,9 +552,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.7.6" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Lecture.ipynb b/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Lecture.ipynb index 4bb18e928..0f0f9c977 100644 --- a/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Lecture.ipynb +++ b/module4-Hyperparameter-Tuning/LS_DS_424_Hyperparameter_Tuning_Lecture.ipynb @@ -449,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -464,21 +464,46 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/lib/python3.6/dist-packages/sklearn/model_selection/_split.py:1978: FutureWarning: The default value of cv will change from 3 to 5 in version 0.22. Specify it explicitly to silence this warning.\n", - " warnings.warn(CV_WARNING, FutureWarning)\n" + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n", + "/anaconda3/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n", + " np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Best: 0.65234375 using {'batch_size': 10, 'epochs': 20}\n", - "Means: 0.65234375, Stdev: 0.033298728782667764 with: {'batch_size': 10, 'epochs': 20}\n", - "Means: 0.6263020833333334, Stdev: 0.01813592223591682 with: {'batch_size': 20, 'epochs': 20}\n", - "Means: 0.6041666666666666, Stdev: 0.037782859709757574 with: {'batch_size': 40, 'epochs': 20}\n", - "Means: 0.5533854166666666, Stdev: 0.03210632293213009 with: {'batch_size': 60, 'epochs': 20}\n", - "Means: 0.61328125, Stdev: 0.024079742199097563 with: {'batch_size': 80, 'epochs': 20}\n", - "Means: 0.5611979166666666, Stdev: 0.038450060052691144 with: {'batch_size': 100, 'epochs': 20}\n" + "WARNING:tensorflow:From /anaconda3/lib/python3.7/site-packages/tensorflow/python/ops/math_grad.py:1250: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use tf.where in 2.0, which has the same broadcast rule as np.where\n", + "Best: 0.653764545917511 using {'batch_size': 40, 'epochs': 20}\n", + "Means: 0.65374755859375, Stdev: 0.04351911825023497 with: {'batch_size': 10, 'epochs': 20}\n", + "Means: 0.6394278883934021, Stdev: 0.05368425280577554 with: {'batch_size': 20, 'epochs': 20}\n", + "Means: 0.653764545917511, Stdev: 0.05570265110651956 with: {'batch_size': 40, 'epochs': 20}\n", + "Means: 0.6472455739974976, Stdev: 0.0545215188923158 with: {'batch_size': 60, 'epochs': 20}\n", + "Means: 0.6367540955543518, Stdev: 0.022444693392161104 with: {'batch_size': 80, 'epochs': 20}\n", + "Means: 0.6420168042182922, Stdev: 0.04814865192358968 with: {'batch_size': 100, 'epochs': 20}\n" ] } ], @@ -507,7 +532,7 @@ "def create_model():\n", " # create model\n", " model = Sequential()\n", - " model.add(Dense(12, input_dim=8, activation='relu'))\n", + " model.add(Dense(12, input_dim=8, activation='tanh'))\n", " model.add(Dense(1, activation='sigmoid'))\n", " # Compile model\n", " model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])\n", @@ -1153,9 +1178,9 @@ ], "metadata": { "kernelspec": { - "display_name": "conda_tensorflow_p36", + "display_name": "Python 3", "language": "python", - "name": "conda_tensorflow_p36" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1167,7 +1192,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.7.6" } }, "nbformat": 4,