From 747ae68b7357796435bfdef0432c6eb701a39eaf Mon Sep 17 00:00:00 2001 From: PRIYANSHU TIWARI Date: Thu, 6 Jun 2024 07:13:09 +0530 Subject: [PATCH] here is my segmentation model --- ...ntation-kmeans-hac-dbscan-checkpoint.ipynb | 2271 +++++++++++++++++ .../Bank_Personal_Loan_Modelling.xlsx | Bin 0 -> 350736 bytes ...tomer-segmentation-kmeans-hac-dbscan.ipynb | 2056 +++++++++++++++ .../Bank Customer Segmentation/pairplot1.png | Bin 0 -> 805154 bytes 4 files changed, 4327 insertions(+) create mode 100644 Hedging Currencies/Bank Customer Segmentation/.ipynb_checkpoints/bank-customer-segmentation-kmeans-hac-dbscan-checkpoint.ipynb create mode 100644 Hedging Currencies/Bank Customer Segmentation/Bank_Personal_Loan_Modelling.xlsx create mode 100644 Hedging Currencies/Bank Customer Segmentation/bank-customer-segmentation-kmeans-hac-dbscan.ipynb create mode 100644 Hedging Currencies/Bank Customer Segmentation/pairplot1.png diff --git a/Hedging Currencies/Bank Customer Segmentation/.ipynb_checkpoints/bank-customer-segmentation-kmeans-hac-dbscan-checkpoint.ipynb b/Hedging Currencies/Bank Customer Segmentation/.ipynb_checkpoints/bank-customer-segmentation-kmeans-hac-dbscan-checkpoint.ipynb new file mode 100644 index 00000000..09d05005 --- /dev/null +++ b/Hedging Currencies/Bank Customer Segmentation/.ipynb_checkpoints/bank-customer-segmentation-kmeans-hac-dbscan-checkpoint.ipynb @@ -0,0 +1,2271 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:07.447744Z", + "iopub.status.busy": "2022-04-29T22:44:07.447135Z", + "iopub.status.idle": "2022-04-29T22:44:08.154840Z", + "shell.execute_reply": "2022-04-29T22:44:08.154084Z", + "shell.execute_reply.started": "2022-04-29T22:44:07.447566Z" + } + }, + "outputs": [], + "source": [ + "# Importing libraries\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:08.156932Z", + "iopub.status.busy": "2022-04-29T22:44:08.156532Z", + "iopub.status.idle": "2022-04-29T22:44:09.908029Z", + "shell.execute_reply": "2022-04-29T22:44:09.907288Z", + "shell.execute_reply.started": "2022-04-29T22:44:08.156899Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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IDAgeExperienceIncomeZIP CodeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard
01251499110741.61001000
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" + ], + "text/plain": [ + " ID Age Experience Income ZIP Code Family CCAvg Education Mortgage \\\n", + "0 1 25 1 49 91107 4 1.6 1 0 \n", + "1 2 45 19 34 90089 3 1.5 1 0 \n", + "2 3 39 15 11 94720 1 1.0 1 0 \n", + "3 4 35 9 100 94112 1 2.7 2 0 \n", + "4 5 35 8 45 91330 4 1.0 2 0 \n", + "\n", + " Personal Loan Securities Account CD Account Online CreditCard \n", + "0 0 1 0 0 0 \n", + "1 0 1 0 0 0 \n", + "2 0 0 0 0 0 \n", + "3 0 0 0 0 0 \n", + "4 0 0 0 0 1 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load dataset\n", + "\n", + "df = pd.read_excel(\"Bank_Personal_Loan_Modelling.xlsx\", \"Data\")\n", + "\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.909497Z", + "iopub.status.busy": "2022-04-29T22:44:09.909147Z", + "iopub.status.idle": "2022-04-29T22:44:09.925472Z", + "shell.execute_reply": "2022-04-29T22:44:09.924120Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.909469Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 5000 entries, 0 to 4999\n", + "Data columns (total 14 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ID 5000 non-null int64 \n", + " 1 Age 5000 non-null int64 \n", + " 2 Experience 5000 non-null int64 \n", + " 3 Income 5000 non-null int64 \n", + " 4 ZIP Code 5000 non-null int64 \n", + " 5 Family 5000 non-null int64 \n", + " 6 CCAvg 5000 non-null float64\n", + " 7 Education 5000 non-null int64 \n", + " 8 Mortgage 5000 non-null int64 \n", + " 9 Personal Loan 5000 non-null int64 \n", + " 10 Securities Account 5000 non-null int64 \n", + " 11 CD Account 5000 non-null int64 \n", + " 12 Online 5000 non-null int64 \n", + " 13 CreditCard 5000 non-null int64 \n", + "dtypes: float64(1), int64(13)\n", + "memory usage: 547.0 KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.927896Z", + "iopub.status.busy": "2022-04-29T22:44:09.927228Z", + "iopub.status.idle": "2022-04-29T22:44:09.938096Z", + "shell.execute_reply": "2022-04-29T22:44:09.937308Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.927842Z" + } + }, + "outputs": [], + "source": [ + "remove = ['ID', 'ZIP Code'] \n", + "\n", + "df = df.drop(remove, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.939996Z", + "iopub.status.busy": "2022-04-29T22:44:09.939335Z", + "iopub.status.idle": "2022-04-29T22:44:09.956504Z", + "shell.execute_reply": "2022-04-29T22:44:09.955329Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.939957Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(5000, 12)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.958108Z", + "iopub.status.busy": "2022-04-29T22:44:09.957851Z", + "iopub.status.idle": "2022-04-29T22:44:09.985162Z", + "shell.execute_reply": "2022-04-29T22:44:09.984152Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.958079Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 5000 entries, 0 to 4999\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Age 5000 non-null int64 \n", + " 1 Experience 5000 non-null int64 \n", + " 2 Income 5000 non-null int64 \n", + " 3 Family 5000 non-null int64 \n", + " 4 CCAvg 5000 non-null float64\n", + " 5 Education 5000 non-null int64 \n", + " 6 Mortgage 5000 non-null int64 \n", + " 7 Personal Loan 5000 non-null int64 \n", + " 8 Securities Account 5000 non-null int64 \n", + " 9 CD Account 5000 non-null int64 \n", + " 10 Online 5000 non-null int64 \n", + " 11 CreditCard 5000 non-null int64 \n", + "dtypes: float64(1), int64(11)\n", + "memory usage: 468.9 KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Data cleaning, EDA and Feature Engineering**" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.986769Z", + "iopub.status.busy": "2022-04-29T22:44:09.986475Z", + "iopub.status.idle": "2022-04-29T22:44:10.456618Z", + "shell.execute_reply": "2022-04-29T22:44:10.455949Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.986710Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shikarichacha/anaconda3/lib/python3.11/site-packages/seaborn/axisgrid.py:64: UserWarning: The figure layout has changed to tight\n", + " self.fig.tight_layout(*args, **kwargs)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sns.displot(df['CCAvg'])\n", + "ax.set(title = 'Distribution Plot for Credit Card Average Spending')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.458204Z", + "iopub.status.busy": "2022-04-29T22:44:10.457796Z", + "iopub.status.idle": "2022-04-29T22:44:10.464672Z", + "shell.execute_reply": "2022-04-29T22:44:10.463582Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.458171Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 1.598456618052042\n" + ] + } + ], + "source": [ + "print('skew:', df['CCAvg'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.467415Z", + "iopub.status.busy": "2022-04-29T22:44:10.466662Z", + "iopub.status.idle": "2022-04-29T22:44:10.893683Z", + "shell.execute_reply": "2022-04-29T22:44:10.892710Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.467366Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shikarichacha/anaconda3/lib/python3.11/site-packages/seaborn/axisgrid.py:64: UserWarning: The figure layout has changed to tight\n", + " self.fig.tight_layout(*args, **kwargs)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sns.displot(df['Income'])\n", + "ax.set(title = 'Distribution Plot for Income')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The same is done for the income column, where log transformation is applied." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.897348Z", + "iopub.status.busy": "2022-04-29T22:44:10.897079Z", + "iopub.status.idle": "2022-04-29T22:44:10.902807Z", + "shell.execute_reply": "2022-04-29T22:44:10.901681Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.897318Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 0.8413386072610816\n" + ] + } + ], + "source": [ + "print('skew:', df['Income'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.905001Z", + "iopub.status.busy": "2022-04-29T22:44:10.904644Z", + "iopub.status.idle": "2022-04-29T22:44:10.922105Z", + "shell.execute_reply": "2022-04-29T22:44:10.921099Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.904956Z" + } + }, + "outputs": [], + "source": [ + "log_cols = df[['CCAvg', 'Income']]\n", + "\n", + "for c in log_cols:\n", + " df[c] = np.log1p(df[c])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.924180Z", + "iopub.status.busy": "2022-04-29T22:44:10.923605Z", + "iopub.status.idle": "2022-04-29T22:44:10.940328Z", + "shell.execute_reply": "2022-04-29T22:44:10.939074Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.924137Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 0.31925236865480283\n" + ] + } + ], + "source": [ + "print('skew:', df['CCAvg'].skew())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As shown above, the distribution for average credit card spending is closer to a normal distribution which is confirmed by a significant reduction in skew." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.943587Z", + "iopub.status.busy": "2022-04-29T22:44:10.942452Z", + "iopub.status.idle": "2022-04-29T22:44:10.955847Z", + "shell.execute_reply": "2022-04-29T22:44:10.954379Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.943528Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: -0.42071189305490625\n" + ] + } + ], + "source": [ + "print('skew:', df['Income'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.958373Z", + "iopub.status.busy": "2022-04-29T22:44:10.957640Z", + "iopub.status.idle": "2022-04-29T22:44:11.389289Z", + "shell.execute_reply": "2022-04-29T22:44:11.388524Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.958320Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shikarichacha/anaconda3/lib/python3.11/site-packages/seaborn/axisgrid.py:64: UserWarning: The figure layout has changed to tight\n", + " self.fig.tight_layout(*args, **kwargs)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sns.displot(df['CCAvg'])\n", + "ax.set(title='Log Distribution Plot for Credit Card Average Spending')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:11.391567Z", + "iopub.status.busy": "2022-04-29T22:44:11.390982Z", + "iopub.status.idle": "2022-04-29T22:44:11.783350Z", + "shell.execute_reply": "2022-04-29T22:44:11.782216Z", + "shell.execute_reply.started": "2022-04-29T22:44:11.391521Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shikarichacha/anaconda3/lib/python3.11/site-packages/seaborn/axisgrid.py:64: UserWarning: The figure layout has changed to tight\n", + " self.fig.tight_layout(*args, **kwargs)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = sns.displot(df['Income'])\n", + "ax.set(title='Log Distribution Plot for Income')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:11.785926Z", + "iopub.status.busy": "2022-04-29T22:44:11.785560Z", + "iopub.status.idle": "2022-04-29T22:44:22.790971Z", + "shell.execute_reply": "2022-04-29T22:44:22.789828Z", + "shell.execute_reply.started": "2022-04-29T22:44:11.785881Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shikarichacha/anaconda3/lib/python3.11/site-packages/seaborn/axisgrid.py:64: UserWarning: The figure layout has changed to tight\n", + " self.fig.tight_layout(*args, **kwargs)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pp = df[['Age', 'Experience', 'Income', 'Family', 'CCAvg', 'Mortgage']]\n", + "\n", + "sns.set_context('notebook')\n", + "sns.set_style('white')\n", + "fig = sns.pairplot(pp)\n", + "\n", + "fig.savefig(\"pairplot1.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:22.793216Z", + "iopub.status.busy": "2022-04-29T22:44:22.792592Z", + "iopub.status.idle": "2022-04-29T22:44:22.846964Z", + "shell.execute_reply": "2022-04-29T22:44:22.846158Z", + "shell.execute_reply.started": "2022-04-29T22:44:22.793163Z" + } + }, + "outputs": [], + "source": [ + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "ss = StandardScaler()\n", + "\n", + "df_s = ss.fit_transform(df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The optimal number of clusters can be identified using the elbow method as shown below:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:22.848655Z", + "iopub.status.busy": "2022-04-29T22:44:22.847998Z", + "iopub.status.idle": "2022-04-29T22:44:41.090904Z", + "shell.execute_reply": "2022-04-29T22:44:41.089700Z", + "shell.execute_reply.started": "2022-04-29T22:44:22.848620Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Inertia')" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sklearn.cluster import KMeans\n", + "\n", + "list_n_clusters = list(range(1,13))\n", + "inertia = []\n", + "\n", + "for k in list_n_clusters:\n", + " km = KMeans(n_clusters=k)\n", + " km.fit(df_s)\n", + " inertia.append(km.inertia_)\n", + " \n", + "plt.plot(list_n_clusters, inertia)\n", + "plt.scatter(list_n_clusters, inertia)\n", + "plt.xlabel('Number of clusters, K')\n", + "plt.ylabel('Inertia')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:09.294718Z", + "iopub.status.busy": "2022-04-29T22:47:09.294418Z", + "iopub.status.idle": "2022-04-29T22:47:12.695535Z", + "shell.execute_reply": "2022-04-29T22:47:12.694245Z", + "shell.execute_reply.started": "2022-04-29T22:47:09.294686Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard
KMeans_label
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145.06666719.8437504.9560662.6125001.4786772.233333100.8458331.00.1250000.2916670.6062500.297917
239.62313414.7835824.7002061.4950251.4313611.17039892.7524880.00.0733830.0161690.5858210.232587
355.64733730.3644974.1048853.0982250.9456391.68875743.6686390.00.1396450.0035500.6118340.000000
452.26097926.9171893.6002741.5671270.5581582.31995042.2183190.00.0702630.0025090.5846930.001255
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" + ], + "text/plain": [ + " Age Experience Income Family CCAvg Education \\\n", + "KMeans_label \n", + "0 51.630966 26.360885 3.904521 2.400466 0.778845 1.938300 \n", + "1 45.066667 19.843750 4.956066 2.612500 1.478677 2.233333 \n", + "2 39.623134 14.783582 4.700206 1.495025 1.431361 1.170398 \n", + "3 55.647337 30.364497 4.104885 3.098225 0.945639 1.688757 \n", + "4 52.260979 26.917189 3.600274 1.567127 0.558158 2.319950 \n", + "5 33.068313 7.701235 3.855847 2.960494 0.718685 2.017284 \n", + "\n", + " Mortgage Personal Loan Securities Account CD Account \\\n", + "KMeans_label \n", + "0 46.493597 0.0 0.125728 0.158324 \n", + "1 100.845833 1.0 0.125000 0.291667 \n", + "2 92.752488 0.0 0.073383 0.016169 \n", + "3 43.668639 0.0 0.139645 0.003550 \n", + "4 42.218319 0.0 0.070263 0.002509 \n", + "5 40.353086 0.0 0.099588 0.006584 \n", + "\n", + " Online CreditCard \n", + "KMeans_label \n", + "0 0.627474 0.996508 \n", + "1 0.606250 0.297917 \n", + "2 0.585821 0.232587 \n", + "3 0.611834 0.000000 \n", + "4 0.584693 0.001255 \n", + "5 0.576132 0.232922 " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('KMeans_label').mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:12.792248Z", + "iopub.status.busy": "2022-04-29T22:47:12.791844Z", + "iopub.status.idle": "2022-04-29T22:47:12.802648Z", + "shell.execute_reply": "2022-04-29T22:47:12.801602Z", + "shell.execute_reply.started": "2022-04-29T22:47:12.792210Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "KMeans_label\n", + "5 1215\n", + "0 859\n", + "3 845\n", + "2 804\n", + "4 797\n", + "1 480\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['KMeans_label'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:12.804715Z", + "iopub.status.busy": "2022-04-29T22:47:12.804191Z", + "iopub.status.idle": "2022-04-29T22:47:14.669331Z", + "shell.execute_reply": "2022-04-29T22:47:14.668369Z", + "shell.execute_reply.started": "2022-04-29T22:47:12.804664Z" + } + }, + "outputs": [], + "source": [ + "from sklearn.cluster import AgglomerativeClustering\n", + "\n", + "ac = AgglomerativeClustering(n_clusters=6, linkage='ward', compute_full_tree=True)\n", + "model_ac = ac.fit(df_s)\n", + "df['AC_label'] = model_ac.fit_predict(df_s)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.671281Z", + "iopub.status.busy": "2022-04-29T22:47:14.670906Z", + "iopub.status.idle": "2022-04-29T22:47:14.689621Z", + "shell.execute_reply": "2022-04-29T22:47:14.688668Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.671238Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCardKMeans_labelAC_label
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145193.55534830.916291100100033
239152.48490710.693147100000041
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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCardKMeans_label
AC_label
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154.40562229.1285143.8771302.3903610.7803532.00080384.8385540.0000000.0000000.00.5654620.0578313.281124
245.37738020.0683093.8491982.5991040.7296431.96976541.5890260.0000000.0000000.00.5823071.0000001.550952
345.18032819.8743174.0081582.5191260.8901591.84426247.1174860.0000001.0000000.00.5163930.1229513.393443
445.70198720.5728484.4658942.4602651.1831251.92715292.3245030.4635760.4867551.00.9370860.7947020.738411
544.67058819.4029414.9459882.6147061.4705752.26764792.1088241.0000000.0264710.00.4852940.1470591.000000
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" + ], + "text/plain": [ + " Age Experience Income Family CCAvg Education \\\n", + "AC_label \n", + "0 39.325243 14.160194 4.192599 2.228155 0.992727 1.686624 \n", + "1 54.405622 29.128514 3.877130 2.390361 0.780353 2.000803 \n", + "2 45.377380 20.068309 3.849198 2.599104 0.729643 1.969765 \n", + "3 45.180328 19.874317 4.008158 2.519126 0.890159 1.844262 \n", + "4 45.701987 20.572848 4.465894 2.460265 1.183125 1.927152 \n", + "5 44.670588 19.402941 4.945988 2.614706 1.470575 2.267647 \n", + "\n", + " Mortgage Personal Loan Securities Account CD Account Online \\\n", + "AC_label \n", + "0 34.135383 0.000000 0.000000 0.0 0.605717 \n", + "1 84.838554 0.000000 0.000000 0.0 0.565462 \n", + "2 41.589026 0.000000 0.000000 0.0 0.582307 \n", + "3 47.117486 0.000000 1.000000 0.0 0.516393 \n", + "4 92.324503 0.463576 0.486755 1.0 0.937086 \n", + "5 92.108824 1.000000 0.026471 0.0 0.485294 \n", + "\n", + " CreditCard KMeans_label \n", + "AC_label \n", + "0 0.091694 3.565804 \n", + "1 0.057831 3.281124 \n", + "2 1.000000 1.550952 \n", + "3 0.122951 3.393443 \n", + "4 0.794702 0.738411 \n", + "5 0.147059 1.000000 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('AC_label').mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The table above shows the mean values for each feature according to each of the 6 different clusters. We can see less defined clustering in features such as age where there is a lot of overlapping between the different groups as shown in the boxplot below." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The HAC model produced the following value counts for each cluster:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.732117Z", + "iopub.status.busy": "2022-04-29T22:47:14.731847Z", + "iopub.status.idle": "2022-04-29T22:47:14.741051Z", + "shell.execute_reply": "2022-04-29T22:47:14.740137Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.732087Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "AC_label\n", + "0 1854\n", + "1 1245\n", + "2 893\n", + "3 366\n", + "5 340\n", + "4 302\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['AC_label'].value_counts()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Similar to K Means, HAC clustering produce 2 dominant clusters comprising 62% in total of the dataset. The smallest 3 clusters similar proportions of customers of between 300 to 400 customer profiles." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.745053Z", + "iopub.status.busy": "2022-04-29T22:47:14.744329Z", + "iopub.status.idle": "2022-04-29T22:47:15.022007Z", + "shell.execute_reply": "2022-04-29T22:47:15.020796Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.744988Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " Age Experience Income Family CCAvg Education \\\n", + "DBS_label \n", + "-1 47.750000 22.500000 4.866051 2.750000 1.465641 2.000000 \n", + " 0 45.180328 19.874317 4.008158 2.519126 0.890159 1.844262 \n", + " 1 45.382265 20.150050 4.017394 2.361723 0.867642 1.847946 \n", + " 2 44.815710 19.540785 4.946740 2.631420 1.469464 2.256798 \n", + " 3 46.179775 21.078652 5.012690 2.752809 1.487120 2.202247 \n", + " 4 45.595745 20.468085 4.929408 2.319149 1.522408 2.063830 \n", + " 5 46.197917 21.020833 3.974479 2.354167 0.856447 1.708333 \n", + " 6 44.287879 19.196970 4.089002 2.303030 0.989628 1.772727 \n", + " 7 39.333333 14.333333 4.918302 2.000000 1.511435 2.666667 \n", + "\n", + " Mortgage Personal Loan Securities Account CD Account \\\n", + "DBS_label \n", + "-1 411.500000 1.0 1.0 1.0 \n", + " 0 47.117486 0.0 1.0 0.0 \n", + " 1 51.615731 0.0 0.0 0.0 \n", + " 2 93.685801 1.0 0.0 0.0 \n", + " 3 132.292135 1.0 0.0 1.0 \n", + " 4 78.063830 1.0 1.0 1.0 \n", + " 5 60.250000 0.0 1.0 1.0 \n", + " 6 75.893939 0.0 0.0 1.0 \n", + " 7 34.111111 1.0 1.0 0.0 \n", + "\n", + " Online CreditCard KMeans_label AC_label \n", + "DBS_label \n", + "-1 0.500000 0.750000 1.000000 4.000000 \n", + " 0 0.516393 0.122951 3.393443 3.000000 \n", + " 1 0.587926 0.284319 3.026303 0.759269 \n", + " 2 0.498489 0.151057 1.000000 5.000000 \n", + " 3 0.955056 0.853933 1.000000 4.000000 \n", + " 4 0.829787 0.297872 1.000000 4.000000 \n", + " 5 0.947917 0.843750 0.614583 4.000000 \n", + " 6 1.000000 1.000000 0.363636 4.000000 \n", + " 7 0.000000 0.000000 1.000000 5.000000 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('DBS_label').mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Hedging Currencies/Bank Customer Segmentation/Bank_Personal_Loan_Modelling.xlsx b/Hedging Currencies/Bank Customer Segmentation/Bank_Personal_Loan_Modelling.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..f34f9879b1537d8d299ea2131a5a7d0ed67668c3 GIT binary patch literal 350736 zcmeEsg;!MV+wRaUA)QLRAT0udAOq5(0uCYN0D>T`qyjTEN=Pb5ID~Wx3=IQFNQ-or zbazahjqmR}=R511|KJ?fVv8)E&9m?4y05r5dOAeJj381FIS2&031VQKo3$YTfmlgE zpz9!VLNirY7Y|z(52(RgH(PfLaUW-=8(GAJLKz@J;OGDU$N$3>Xipq;X_KVx+)FsU zW>^a0Sde^tJ@f~T^X|9rWIx$e`F`_9&;-{YI4o0guZ1X2<>+&u(XiJqXuGyLUy8i9 zZxm5St$(04UqQY;dfKRqI8unac`NVJ$+d^y2^g1$PDb78DFWE+6hze@Gw$ZJ7lvtA zEfUGieYuzrS{j#2QZb~GA(LM}aj{+D3d~M3rMbbB%vRSC*C_D8Qs0Jlx@D}0 zQJC0KSpAW(@e}-;ZtrU(cDby@k6So8=_-aZXD_BLlg@f_K4_@Q>c>4d_`&+dc_l9< zl6H@!!z%9DLvZRB%Br%@G{zY%bSkfk3G%*OvWes%r-P5J+DC;qobFOGk#`$LjCY)=al{_|{fHkR&zj<=sE8&J2*eH|C-8BS__t5IUEerbySh4FY1n`D3;`fyz+L{|{%DNv zcW9TS4%rKB4jyWH9goxNx#xQ;w5fWUO!7NJ_+zIR1>m>nl*C=x@^4AMviYTtZuh-J z%O5Xs@p;bO5~|=NuAfRBKvF(G(=|T3@g8}n{_Gl4lva6(xPWCqjJAKwt zHI8kuqxAh$T?R_`a_*Q(2)I`YQ^)vkUVaym?gyW~F~VrLmzUSijg3sAv3ejYX#ef!XlzRKUIG4 zRV88gcsYFIdEt&}Pf0N7f#5gE+>iHlD+z@Q!z)Mw73vI_WLOKM^BhT}he-ko9!eZz zUzBB;$1>kE+G~w{JHXZ_Fl~6_5mi>kH`0x*pz(Uuq6yyx;lk>MDcg!ddh322m#-Xp zO9rCNGvo#9_3ah3t@)~*8yxEqcLb1q{dAd)pZ}!3BbuiQs{Z4Va>TG}Hpyi=K3-K} z@^C59AXUAS#)d+^Q*U>1G-zscP2u^H3!QqVZsW1B$Y)BTKmJDSdO_^T+E#kGEP;5# zcv4>@EvEo?qIoZKg40>ygeM0&CXdG7X+K`vHuw^2(pW$IY|)`0Up!xO2J44R37%s& zDSPMeyQbul>i(@t2A^kMIwk4&TPpXE&zsiD$5AI0neILdyb0)#j3b2ak$)woeyzco$MzRc+8Fo4l)>LVgP|=&9GC*Q8_9z+2()0(Wn3%<`^xVxcRz9n=fOPA& zMsL}DVUj_q@<9UaodVt9N)wyzb<-P2C?p+gXjawlnbI*Bv zC+oh?gJ!Zgxa_H5+?K>g4Hpk7irIv9ArHGDMf0f6$crVv<7NEwdmgW5n#?}is(h+5 zOmsd#HUwfgN7w7$`+cwdh#bd$!V&-9u&P{AM7RtvTq^)nnt!qC?(x>i*8Pgz`i$pe zrsU{g;0;{(&%H^0WjST-Lfc8LPg8}zchfH&7zCf4#QeN%WW!J9m^h>7oEpVX9?F<+bT2u%I<*NX6&SW68AWW8+83Lr z^6ZL4?b{J8Y0?aLlZSG$G>Ti&Dx517C8@@~lyK%*rkEU4$AmrBjd4}l(Jy1_*v>yb z);kAhy%F6{V7yi(Mw2&Cp~*f-`j#L-01~{D_}zkEqjRG?R?Ur9TAw%c!|=zw8m3zF zmPO|@tCc5ONtCX^Dn7U{Q>hdV=9Op~X(su}Sk4FcrEm0h^)APC><-E3-w&U9@wm{u zQwRy3?_8FzFMhbc`m~VqVGGX2TSvQHE3=hQz4z0_c!kudR>@6hyii_kBH3a7v9=2@xG{!z7eEqgNd@bXv6`*74*iyDvA3zhyyN zjfP96=LqGYjHSEXxkVatxdEhI2GIPPrqqQ6?g=KlF6qVFmzJ28dd`qYtGe7rkncs+ zx~^{T$mXgH6>jOJxt?L9)VL_JQTbn!7(4JO48m=3Y}H>Bh5Sj^-Sc`pqL?%HcT@Ma%iagnS4BEh^d z!gGFi-j}wFMX_P~h^`cADP6>-IAGxDq=R!oF=x+x%XIa1%9veK;)=p*uyw-tzvwA*v?wcf->GtvmY)#f;?emvM8=6KQX?kC5a8Cf6hYT zia&h<1A6`c^gJ{(_QpPUNI*Y`gg~tSOS#+bwvzm>1OU6nx9MNb=xm! 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literal 0 HcmV?d00001 diff --git a/Hedging Currencies/Bank Customer Segmentation/bank-customer-segmentation-kmeans-hac-dbscan.ipynb b/Hedging Currencies/Bank Customer Segmentation/bank-customer-segmentation-kmeans-hac-dbscan.ipynb new file mode 100644 index 00000000..37836185 --- /dev/null +++ b/Hedging Currencies/Bank Customer Segmentation/bank-customer-segmentation-kmeans-hac-dbscan.ipynb @@ -0,0 +1,2056 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:07.447744Z", + "iopub.status.busy": "2022-04-29T22:44:07.447135Z", + "iopub.status.idle": "2022-04-29T22:44:08.154840Z", + "shell.execute_reply": "2022-04-29T22:44:08.154084Z", + "shell.execute_reply.started": "2022-04-29T22:44:07.447566Z" + } + }, + "outputs": [], + "source": [ + "# Importing libraries\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:08.156932Z", + "iopub.status.busy": "2022-04-29T22:44:08.156532Z", + "iopub.status.idle": "2022-04-29T22:44:09.908029Z", + "shell.execute_reply": "2022-04-29T22:44:09.907288Z", + "shell.execute_reply.started": "2022-04-29T22:44:08.156899Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "

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IDAgeExperienceIncomeZIP CodeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard
01251499110741.61001000
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" + ], + "text/plain": [ + " ID Age Experience Income ZIP Code Family CCAvg Education Mortgage \\\n", + "0 1 25 1 49 91107 4 1.6 1 0 \n", + "1 2 45 19 34 90089 3 1.5 1 0 \n", + "2 3 39 15 11 94720 1 1.0 1 0 \n", + "3 4 35 9 100 94112 1 2.7 2 0 \n", + "4 5 35 8 45 91330 4 1.0 2 0 \n", + "\n", + " Personal Loan Securities Account CD Account Online CreditCard \n", + "0 0 1 0 0 0 \n", + "1 0 1 0 0 0 \n", + "2 0 0 0 0 0 \n", + "3 0 0 0 0 0 \n", + "4 0 0 0 0 1 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load dataset\n", + "\n", + "df = pd.read_excel(\"Bank_Personal_Loan_Modelling.xlsx\", \"Data\")\n", + "\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.909497Z", + "iopub.status.busy": "2022-04-29T22:44:09.909147Z", + "iopub.status.idle": "2022-04-29T22:44:09.925472Z", + "shell.execute_reply": "2022-04-29T22:44:09.924120Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.909469Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 5000 entries, 0 to 4999\n", + "Data columns (total 14 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ID 5000 non-null int64 \n", + " 1 Age 5000 non-null int64 \n", + " 2 Experience 5000 non-null int64 \n", + " 3 Income 5000 non-null int64 \n", + " 4 ZIP Code 5000 non-null int64 \n", + " 5 Family 5000 non-null int64 \n", + " 6 CCAvg 5000 non-null float64\n", + " 7 Education 5000 non-null int64 \n", + " 8 Mortgage 5000 non-null int64 \n", + " 9 Personal Loan 5000 non-null int64 \n", + " 10 Securities Account 5000 non-null int64 \n", + " 11 CD Account 5000 non-null int64 \n", + " 12 Online 5000 non-null int64 \n", + " 13 CreditCard 5000 non-null int64 \n", + "dtypes: float64(1), int64(13)\n", + "memory usage: 547.0 KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.927896Z", + "iopub.status.busy": "2022-04-29T22:44:09.927228Z", + "iopub.status.idle": "2022-04-29T22:44:09.938096Z", + "shell.execute_reply": "2022-04-29T22:44:09.937308Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.927842Z" + } + }, + "outputs": [], + "source": [ + "remove = ['ID', 'ZIP Code'] \n", + "\n", + "df = df.drop(remove, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QIoo+I/cBavZ1RHozcttSQyK0z5ibaA8bNszv71WrVuHss8/GJZdcEqUaERHFFk/wj3s37/Eb4EIN/nG03RkQyGR6ST5WzSlDQY5F9XoTkbEYvQ9Qq68j0pvR25YaEqF9xtxE25fb7caLL76Iu+66C0lJSdGuDhFRzIg0+IcoWuiaueVxMUgSkbRY6QMYMJFiTay0LTXEe/uM6Yn21q1b0d7ejvnz58uu193dje7ubu/fDodD45oRkRJsm9EVSfAPo0QLJe2wfZKcWOoD4jFgIttn/IqltqWGeGyfHjEXDM3X888/jyuuuAIFBQWy6z388MOw2Wzen8LCQp1qSERy2DZjl5GihZI22D5JDvuA6GL7jF9sW/EjZj/RPnLkCN588028/PLLwnUXL16Mu+66y/u3w+Fgh0RkAGybxne03Qm7swcOZw9sljRYLWkoyLHAak5DhikF1ZVFKC/MQXdvP8xpKdjV2IZ1NQ1xES000bF9khxRxGCrJU02mJPSQE9qrxcv2D7jl9Jo3PFyzauxH8cdLrR1uuFw9cJqSUVuhgkjrGaNaqxczE60169fj+HDh+Pb3/62cN309HSkp6frUCsiCgXbprEdae3Eki112FHf6n2tsjgPK6pKkZ9lwrr552PNtkN+eWkrivOwbv75cREtNNGxfZIcuYjBs8YPhyklGbduqg0I5rR6ThkGAEWBnpQGhEqEwFFDsX3GLyXRuOPlmldjPxpbO7FY4l5lZVUpRudlql7nUMTko+P9/f1Yv3495s2bh9TUmP1fARGRYR1tdwZMsgGgpr4VS7fUoaO7F89sqw9YvqO+Fc+8VQ8iim+eiMHTS/L9Xp9eko9ffGciFm+pkwzm9PYnX2HRn4IHerJ3uQGIA0KFuh5RrJBrW6vnlAEI/EcVEHvXvBpt97jDFTDJBgbvVZZsqcNxh0vVOocqJmepb775JhobG1FdXR3tqhARxSW7sydg4PKoqW+Fw9WL7fXSwVq2x2GwFiIKFCxisFwwp+HZ6UH7Dt9AT0oDQiVa4ChKDHLRuA83d8TFNa9G223rdMveq7R1uqP6CHlMTrQvv/xyDAwMRLsaRERxy+GMLBgLg7UQJQapiMGftnQGXb+7t1+2PE/foTQgFANHUbwKFo07Xq55NfbD4eqNaLnWYvLRcSIi0pbVoiwYS7jLiSh+yQVzSk+Vv/X09B1KA0IpXY8oXsTLNa/GfljN8p8Zi5ZrLSY/0SYiosgjdcq932ZJQ2VxHmokHsmqLM6D1ZyKWeOHY+woa0DU8YPHHAyGRpSAPH2K3enGppsuwI7DrVhX04Aud593neYT3cJAT4B8QKhpJflITUmCvcutKHBUvERnpsQS7LpVcs3HAjX2IzfThJnjhmF8gS3gXmT/UTtyM6N7LHSfaLvdbjQ3N6O/3//RodGjR+tdFSKimBVppE7R+wtyLFhRVYqlW+r8JtueqOOn52Zg2ZUTsHhLnV/UcU+kT97EEiUWqT6lsjgPT80tx+2batHl7sP0knzMOGcYLjlnGO7dvMfvBtsT6Mn7z76TAaGGrldRnId5F5+JK57cjqljcrF6TpnketNL8vHInDJ0uvviIjozJRbRGB3smvdtQ0ZnyzBh+exJWCJxn7F89iRF+zHCasb9V03EEol7kRVVpVFP8aXbRPvQoUOorq7GP/7xD7/XBwYGkJSUhL6+viDvpFDt37/f0OURUWREkTrXzC2XHaCUvn9MXiYe+e5k2J093mAstpN5tO1dbizdulcy0ud9W/cK60BE8SNYn1JT34qkpCT878IKJCcleYM5AQga6MmXJyBU84luNH7dBQCobWr3TtzfPdSCRSf7LKnyAASkGAOU95VE0aBkjJYLlhYr7F1uPPTax5gyOhcLKorQ3duP9NRk1Da145evfYxHr50s3B97lxv3BbkXWWaAexHdJtrz589HamoqXnvtNYwaNQpJSUl6bTphOO2tAJLwgx/8QJPye7pjI10AUbyLNFJnKO/3fLqtdh2IKH7I9QfbD7UgOSkJZw/P8ns9WKCnoTyRxW/c+KHkck9/c/bwrIDy4iU6MyUWpeOr0jZkVC0dbry5vxlv7m8Ouly0f0a/F9Ftor1792589NFHGDdunF6bTDg9XScADGDK9YswrEi943ys7j3sfeU59PZGN3IfEQ2KNFKnOpE+4yPqKRFFTuv+INzy2U9RLEqU6zYR7kV0m2hPmDABLS3S/3EgdWUNH43TRo9VrTzHsc9UK4soUWgZfCfSSJ1WcxoyTCmoriwKCB6yrqbB7/1H252wO3vgcPbAZkmD9eSj40rrcNzhQlunGw5XL6yWVORmmKL+nSkiElPah9m73LCkpeDZG87160d8A6BZLWmy5Ym2NbS/Gdp/ZaSn4Gi7Ew5XDxzOwb4mMy0F5jRlEc6JjETp+KrGfYaoDK3vZZTei0RaRrT2U9OJtsPh8P6+evVq3HPPPVi5ciVKS0uRluZ/8KxWq5ZVISLSTaSBykQijdSZn2XCuvnnY822Q37BQyqK87Bu/vne9x9p7cSSLXV+333yBBhRUofG1k4slnj/yqpSjM7LDHm/iUgfSvswqfUqhgRAmzV+OEwpyQHflfYEbhoAhNvy7W8yTCl4am451u9owNPb6n3+/jigr3no6km4bNwwbDvwVcA+xlJ0Zkos+VkmTCvJl3wketrJ61aN+wxRGXrcyyi5F4m0jGjup6Z5tHNycpCbm4vc3FzMmjUL77//PmbOnInhw4d7X/esQ0QUD0RBTOxdkcc68ETjnV6S7/e60oijrt5+PLPtUEDwkB31rXhmWz1cvf042u4MmGQDgwFGlm6pQ5e7T7YOrt7+gEm25/1LttThuMMV6m4TkQ6U9mHB1ttR34r1OxpQXVmE6SX5+MV3JmLxljrJ8t7+5Css+pN4W759XnVlEdbvaPD2LUP/9qipb8X9/7sXi68Yj4riPL9lsRadmRLPwhnFAddtRXEeFs4ohqu3P+L7DFE7P+5waX4vAwDPbKuXvhd5qz7IO0IrQ3SstN5PTT/Rfuutt7QsnojIcPQKzBFJxNG2Tje2S+THBoDt9S1o63RjAAgYuDxq6lvR7uzB+FHWoHU4cMwh+/62TjcfIScyIKV9mNx6O+pbsezbE3BTZZHsesOz07G9XnlgxjVzy3HM7vL75Kq8MMfvb1819a3o7u1H+ehcVFcUwWZJQ+7JPMScZJNRtXS4Ub1hJ6ori1A9JBp39YadePmnF0d8nyFq522d2t/LtHS4g7b/7aHsh0wZov3Qej81nWhfcskl3t8bGxtRWFgYEG18YGAATU1NWlaDiEg3egbmCDfiqMMlH9jQ4erFwMCA7Dqe/QhWByXbICLjUdqHidZz9fTBlmHCpy2dQdfp7u1XtC0PqfLEZfR6J+Jbb7k4IPo5kdE4XD3ocvcF/QeSaPxUI4iYGtuItA567IfW+6npo+O+ioqK8NVXgd+R+frrr1FUVKRXNYiINBVpoDI9WM3y/2O1mlNhtUQacE28DSIyHqV9mBrrpaeGHqxsaHmiMrLMKbLlERmNqG2Jxk+lQcS03kakddBjP7TeT93udAYGBiRzZ3d0dMBs5uODRBQfIg1UpqZgUTRzM02oLM5DjcSj3ZXFecjNNKGvf0B2HZtgIq5kG0RkPPlZJswaPxxjR1kDovgePOZAfpYJ9i43UpOTggZs8u3r5PrE5hPdIfeXQ8urbWpHRXGe5FdVKovz0Ozoli2PKBrkolyL2mBuZuT3GaJ7FTW2EWkd9NgPrfdT84n2XXfdBQBISkrCsmXLkJGR4V3W19eHDz74AFOmTNG6GkREuvAE7bl38x6/jlvv4DuiKJorqkqxdEud30TYE1Hc891puXVEkThHWM1YWVWKJRLvX+mzDSIyFluGCcuunIDFW+r8Hl31tF2nuw8/37wHHx1pw1Nzy9E/MOA3yR3a18n1iTPOGYZLzhkWUn85tLx1NQ14am45koCAvub+qybi+t++z+BnZCii8VnUBkdYzRHfZ4juVdTYRqR10GM/tN7PpAHRF/EiNGPGDADAO++8g4suuggm06kKm0wmnHnmmbj77rtRUlKiZTX8OBwO2Gw22O32qKQV27VrF8477zzMWrpe1XzXn33wF3yw7kFU3vEMTh9fnrDlft14EH9bsQAfffQRzj33XNXKJe1Fu22qyfPf6lADlam17aGpdDyml+TjV9dOxkOv7sM1556B4dZ0dLj6kGVOQbOjG1t2fY4VVaXeunryaHv2w3Yyj7ZSfnm0zanIzWQe7VgVT+2TghP1H1eUjsLil+sA+OezBoDRp2VgeHZ60HzbwfrEcPpL3/dYLWkwp6WcyqNtTkWmKQV2pxsWk779b7SwfcYGUftaM3fwfli0ji3DpMp9hqgMPe5ljLAfWu2n5p9oeyKPL1iwAE8++SQbPxElhHADlalBSTTR1+u+xOt1X0quc+essX6RfiPJIznCaubEmiiGiPqPeRef6f17aMCmv991SdB+T65PDKe/lHpPAfz7qkJkhlQmkdaURPUHoCgSthr3GaIy9LiXMcJ+aLWfun1He/369XptiogooRkhmigRxSZR/yEX5Zt9B5E8JZG2RY8as53FDt0m2tdcc43k60lJSTCbzSguLsb111+PsWPVe5SaiCieBQumoiQKZ2GuBc/ccC5SU5Jxwjn4/p6+fiz8w66QomzKBXQhotgj6j/konyH03d0dPcgJ8MEd28/Orp7ZfsRpf0N+yUyKjUibXvW0eM6V2Mbfl8hs6QiNyO0r5DFcnvWbaJttVqxdetW5OTk4LzzzsPAwABqa2vR3t6Oyy+/HP/93/+N1atX4+9//zsqKir0qhYRUUySC6YiisKZl2nC72+8AEu31vkFMaoszsPvb7wAuRnKbpZFAV2IKPaI+o/mE92S75sWQoReT9/hCaj2yF8OBgRUG9qPKO1v2C+RkSmNtC1aR4/rXI1tNLZ2YvGWwHuNlVWlGJ0n/mpHrLdn3fJojxw5Etdffz0+/fRTbN68GS+//DIOHz6MH/zgBzj77LOxf/9+zJs3D4sWLdKrSkREMcne5Q4YeIDB727du3kPAGDVnDJML8n3W+6JotnTPxAwyQYGI/bet7UOne6+iOtg73KHs2tEFGWeKL5S/cfKqlKcPSwTFcV5fssqivOwcEaxovJ9+47qyiKs39EQ0BcN7UeU9jfsl8jo5NqXJ8q1aB0Aml/narSl4w5XwCQbGLzXWLKlDscdLs3rEG26faL9/PPPY8eOHUhOPjW3T05Oxm233YaLL74YK1euxK233opp06bpVSUiopikJJjK2cOzsGZuuWQUzf3HHJI5Z4HBAdDu7BH+p1hJHWLl0S4i8leQY5HsP1o73Zi/fieqK4tQXVGE7t5+pKcmo7apHdUbduLVWyuF7d637ygvzPELpubLtx9R2t+wX6JYEKx9+V6bcuscbu7Q/DpXoy21dbpl7zXaOt2yj5DHQ3vWbaLd29uLAwcO4JxzzvF7/cCBA+jrG/z0xGw2IykpSa8qERHFJCXBVIDgUTQdTmXvV6MORBSbpPqPT1s6AyKN+wq175ALrOZbntL+hv0SxQolUa6DjuE6XOdqbEMUeFW8PPbbs24T7R/+8Ie48cYbsWTJEpx//vlISkrCP//5T6xcuRI/+tGPAAzm2p44caJeVSIiikmRBlOxWiIPxqJGQBciii1qtHvfMuQCq/mWp3S77JcoEehxnavT1uWnmeLlsd+edZto//rXv8aIESPwyCOP4Pjx4wCAESNG4M477/R+L/vyyy/Hv/3bv+lVJSIiw5KLspmfZcKVpSNRde4ZGG5NR4erD9nmVBx3uLBl1+feYCrByrBZ0lBZnIcaiUe6KovzYPOZiAcrIz/LhFnjh2PsKCvKC3PQ3dsPc1oKdjW24eAxh+KgSERkHMHau+f1voEBTCvJl3ycc7rCYGi+waBqm9pRUZwn+XjptJJ8JCcNfs9zaH/T0zeAM3ItMKcl4+sON3r6+73rKQk0RRRtkUTS1uM6VzrGy+1HbqZJ9l4jN1O+jFDuM4wamVy3iXZKSgqWLl2KpUuXwuFwABiMRO5r9OjRelWHiMiwRFE2bRkm/PzfxmGJRCTPFVWlsGWII5KuqCrF0i11fgOg5/2e72eLyrjvyglYsqXO7zFS3zoQUewI1t6Xz56Eh177GG/ub0aGKQVPzS3HwMCAX9/hG8hJxBPo6d7Ne7CupgFPzS0HAL++rKI4D/MuPhPfXlODc0fnYFVVKZZdOQGLh/Q3FcV5WFBRhPkbduLc0TlYWVWKR+aU4Z7Ne/wmIaHUj0hrkUbStmWYsHz2JCyRGMOXz56kynVuyzBJtjlPxHAl9xkjrGasrCqVrOfKqlKMsJqFZYjqABg7MnnSwMCAKC963HE4HLDZbLDb7QGTfT3s2rUL5513HmYtXY/TRquXN/yzD/6CD9Y9iMo7nsHp48sTttyvGw/ibysW4KOPPsK5556rWrkejY2NaGmRDs4Qifz8/IT/Z1O026YR2LvcuHVTbdBPjNbMLYertx93/c9uyU+BKovz8Mh3J0tG6vQtwzNI2p093kArNkuad1AS1WPVnDLc86d/Bf1P9WPXTQkpTyYZH9tn/JJr75XFeZgyOtd7o5thSkF1ZREuPisP5rQU2CyBgZyUbrOlw43O7h7YLCa4evvweZsTAFDb1I51NQ3oOpkB4eGqSfi/ui+xvT6wfhXFeSg/WT9P32NOTZYNNBWP2D5jg5IxXnSt2rvc+I8//gvjfD7p9QQlPHjMgUevnRzx9S6q56+unYy7//gvRfvhl0fbnIrczME82mpsA0DEx1NLun2iffz4cdx99934+9//jubmZgyd33sCohEZWWNjI8aNGw+ns0v1si2WDBw4sD/hJ9uJTkmUzZ6+fmHUcCWROgtyLEH/2yuqh93ZIznJ9tRBFE2UiIxDrr3X1LdiQUWR929PMLSnt9Xj73ddgrOHZ4W1zaGBng4cc+DGjR9KrjvcapacZAODn4RXn6yfp+8ZN8oa9xNrik1qRNJu6XDjzf3NeHN/c9DlWkcdb+tUvh8jrGbJ+wE1tgHA0JHJdZtoz58/H42NjVi2bBlGjRrF6OIUk1paWuB0duGC6gdgHXWmauU6jn2GD9Y9iJaWFk60E5ySKJvuPvkHkUSROPWIKi6KJkpExiFq78Gig6sZ9VeuzxBFJ/ddzr6HjEydaN7Rjzouamdq7IeSbYgey452ZHLdJto1NTXYvn07pkyZotcmiTRjHXWmqo/9k7GoEVTD71EpSypyM0yKPuG1mtO8j2YODf6xrqYB2eY09PT1C9cRLVdSDznCyOYno4kqOQ5GDWJClCiGtveh/cfo0zJw62XFfo9zA4MZDOTar6f9d3T3Ii/ThJ6+AXS6e2G1pCErPRWd3b2wOwffNyzLhAxTil/5HqLo5IU+9RNFMmZ/Q9GkZIxXUkZ+lgmr55QFBERdtHmPt4xIrnXRPYDVnKr5fYaoLSvZhtJjoVW/oNtEu7CwMOBxcSIio1EjqEZjaycWSwQqW1lVitF5mbLvzc8yYd3887Fm26GAoD/r5p+P/CwTunv78fy8qXj6rfqAdZ6fNxU5ljRhGSKiqKaiyOW5mSZFx8HIQUyIEoVve/cEPFu/oyGg/3hqbjlu31SLLncfZo0fDlNKcsD3I6eX5OOROWVw9/Vj8ZY61Da246m55fj1m58E9AXzK4q85U0rycfz86bixo0fBky2mx2uoNHOK4rz8Jd9X6K2sQ3Pz5uK0zKD92/sbyjalIzxSsp46ScX4YFX9ga0qZd+chHys8SBypRsI1ibm1aSj9My1dkPufuM3Exl0dVF64iOhZb9gvy/CFX0xBNP4N5778Vnn32m1yaJiEJi73JLBhF791AL7t28B/Yut7CM4w5XwOQSGPzu4JItdTjucAnLeGZbfcD7d9S34pm3Bgez9NRkPPuW9DrPvn0YyclJwjJEPJGBp5fk+73uid5bkGPByqpSVBbn+S33TKSTAOFxUON4E1HkfNt7dWUR1u9okOw/1u9oQHVlEaaX5OMX35mIxVvqJNvvZ193edt/sPJqfMoDBr9n+ezbh7Hs2+P91qsszkNl8WC/M7Q/8kQdX1fT4O3/gn2kw/6GjCLS8dnV2x8wyQYG29QvXtmLTndfxNd6d28/brn0bFQMGeMrivNwy6XF6O0f0Pw+Y4TVLLvcE+dBbh0AssfC8xSAVv2Cbp9of+9730NXVxfOPvtsZGRkIC3N/+P+r7/+Wq+qEBFJUiNISVunWzZQmShIWEuHO2jQn+2+wT+CbGO7J4CIoAwlj0QV5FiwZm550Oi9o/My8dh1UySjiR445hAeh7SUZEMHMSFKJJ72fszu8vuEyteO+lYs+/YE3FRZJNtfZqaneNt/eWGObHnVPoHWth9qwbJvT8CffzYtoE8BgDVzy3HU7kJDS6c3yrLnE3HP+4P1sWr070SRUjLGR3qfoTQgqpyvO924ceOHqK4sQnVFkV9k8xs37sTmn16sy32GaLloncPNHaoFdQuHbhPtJ554Qq9NERGFRZ0gJfLBO8TLxXUQfQlHjSAlHkMjAw8VLJqokuOQliIfFDPaQUyIEo0tw4RPWzpl13H19AnX63CdevQ7lEBmANDl7sWU0blB63fweAdu+cOuoOUF63v0CCBFJKLHfYY6AVF7vRkGJJc71WtPovsM0XK5dfQI6iZHt4n2vHnz9NoUEVFYIg0ANliGfLcqXq59HZSUESklxyEtRf7bS3rUk4j8Ke2D5NbLMqd4fxcFMhu6XGmgxVCXq9G3EkXKCGO8KvcylthoT3oEXJOj20QbAA4fPoz169fj8OHDePLJJzF8+HD8+c9/RmFhISZOnKhnVYgogQWLLikKzKEkuEdupkkYJEyO0jqoEUBES0qOgzk1GbPGD8fYUdaAqKUHjzl0qScRnWLvcqN/YADPz5uKpKQkbwRhz6PZ00rykZqSBHuXO6Cv8o1A3NXdh/+66QL843Ar6r6wo6I4T/JR14riPNQ2tXv/luqfhvbXVksaZo4bhr8f+CqgPLk+Vo3+nShS+VmmiMc90fhqs6Spci8zc9wwjC+wBdRz/1G7KttQU7j3dVrfL+kWDO2dd95BaWkpPvjgA7z88svo6OgAAOzZswcPPPCAXtUgogR3tN2JWzfVYubj76Dq2X9g5mPv4LZNtTja7hQG1VDyPZ0RVrNskDBRii8ldbBlmLB89iTJbSyfPQkjrGbZ5Xp8D1HJcbBlmLDsygmobWzDjRs/xC1/2IXqDTuxu7ENy66cwO9LEunI0zfO+vW7g9/N3LATtY1teGpuOTJMKagozsO8i8/EFU9ux22batHp7vMGKPNEKve05e899z6u/+0H2N3Yhsln5ODGyqKAoEqVPoHMAOl+Vqq/vnfzHtx/1UTMHDcsoDy5PlaN/p0oUmqMeyOsZqwIMr6uqCpFQY5FlXuZ+6+aKFnP+6+aqMo21BLJfZ2SgGuR0O0T7XvvvRfLly/HXXfdhezsbO/rM2bMwJNPPqlXNYgogYmizq6ZW64o8IaIXJAwJUR1sHe58dBrH2PK6FwsGBKk5JevfYzlVaWyyx+9drIug6DoONi73Fi6VTpy6n1b92LN3HLe/BLpIFjfuKO+FclIwks/uRB//fi4N/CYb5+5Zm452rt6cN9W6SwDSUlJuO/b47H86kno6RtAl7sX2eY0ZJkH82j/148vkOxn5frrZVv3YtWcMvzc2RNSH6tG/04UCTXGPXuXG4/8+QAWVBRh0RXj0OHqQ5Y5Bc2Obvzqzwe8k+1IrnV7lxv3BannspP1NEJ7UuO+Tsv90G2iXVdXh//6r/8KeH3YsGFobZWOnEdEpCalUWeVBN4QCRYkTCm5OrR0uPHm/ma8ub9Zcvl/XC6/XM/ounLHgVGAiYxBri1ur2/B/BNnBgRF8rTRs4dnnYykHDwTQmpyMoqGZalWp3cPtcDp7sO4UdaQygSUBVYi0ooa415Lhxuv132J1+u+lFx+56yxEd/L6Hm/FAm16qnVfuj26HhOTg6OHTsW8HptbS1OP/10vapBRAksXqLORjuKplri5XwQxTpRWwwWOdzTRrVoy+wfKB6pE3Vc+7YRK+3P6PXU7RPt66+/HosWLcIf//hHJCUlob+/Hzt27MDdd9+NH/3oR3pVg4gSmJGizgYL3KGEWlE0jztcpx7rtqQiN0P54+1qMNL5IIpXSvoaUVv0jQzuG/Ssp38Anxw/AYspJeA9Q9c7/FWHqv1cZnoqDjd3hNWHEmktWLsLZdw72u6E3dkDh7MHtpOBAAtyLLqMnVZzml8b9g2Gtq6mwTDjs9HvI3SbaK9YsQLz58/H6aefjoGBAUyYMAF9fX24/vrrcd999+lVDSJKYEaJOnu03RnwnaLpJflYNacMBTkW4fvzs0yYVpIv+bjUtJNRNOWW52eZ0NjaicVb/L9T6QkmNDovM8w9C41RzgdRvFLa18i1xUqfyOCeoGfrdzT4PUq+smoSphXnY3t9i+x6ofZzweo0rSQfHx5pw+KX68Iqm0hLcu1ONH57xr0jrZ1YIjFGr6gq1WXszM8yYd3887Fm2yG/NlxRnId18883zPhs9PsI3R4dT0tLwx/+8Ad88skn+J//+R+8+OKLOHDgAH7/+98jJSXwP6FERGozQtRZUeAOe5dbWEZ3bz9uufTsgCi+FcV5uOXSYgz0D2DhjGLJ5QtnFKPT3RcwyQYGg5ws2VKH4w5XmHsXGiOcD6J4FUpfI9cWV1aV4uAxBwCgurII63c0BPQdy1/fj1tmnI1pJ/ucYOuF0s/J1WnhjGL88rWPwy6bSCuidtfd2y87PgODE/Whk2xgcIxeuqUOne4+XcbOZ7bVB9RhR30rnnmrPsg79Gf0+whd82gDwNlnn42zzz5b780SEQGIftRZNQKhfN3pHky/U1mE6iFRxW/cuBObf3oxqjfslFxevWFwuVROW2BwIG/rdOv2CHm0zwdRvAq1r5Fri49eOxktHW509/YFBEUDgC53H27c+CFe+smFmH+iG8Oy0yXXC7btYKTqlJqchCue2u7N7R1u2URaELW7rzvdsuPzq7dWwt3XLztG2509GD/KqunYORjgMEiARIO1MyPfR2g60b7rrrsUr/v4449rWBMiolOiGSVTnUAovehyS9/wesqQW+5wRhZMTW3RjlpKFI/C6WuCtUXP67WNbUHL63L34fM2J275wy48e8O5IW87mKF1qm1sk5xkh1M2kdqUBCsVjd/Bgg/6rgNoO3YaPcjYUEa9j9B0ol1bW6tovaSkpJDK/eKLL7Bo0SK88cYbcDqdOOecc/D888/jvPPOC6eaRES6USNwh9JgZ0Hfb4ksmBoRGZ8WQYKUBk3zDZ6m1raV1iHawY8osakRrDS9T36ircc1znamDk3vpt56662Q3/P555+joKAAycnSnXRbWxsqKiowY8YMvPHGGxg+fDgOHz6MnJycCGtLRIkimtG2lQbukIsUnJtpQmVxHmokHi2rLM6DzZKGWeOHY+woa0C00IPHHLBZ0jBz3DCML7AFLN9/1I7cTH3/KxxJBHYikqZmkCBPnwkgaCCny8YNAwA8P28qzGkp2HTTBdhxuBXrahr8PoGeVpKP1JQkHHe40NndC7sztHZv9OBHFPsiGZNE12dupvj67XT3Ccd4QHwvE8m9Tn6WSfY+gu1MGcN9bDFhwgTs3r0bZ511luTy1atXo7CwEOvXr/e+duaZZ+pUOyKKddGOtu0J3HHv5j1+A61v4A5RpOARVjNWVpViyZY6v4HYsx8FORYsu3ICFm+p83s8zXf5/VdNxBKJ5SuqSnVN8RVpBHYikmbLMGH57EmS/cTy2ZMUTxx8+0xPNPGBgQG/Mi8bNwyL/m08HnptX0Df+tTccty+qRZd7j5UFOdh3sVn4oont+Pc0TmYX1HkXaa03SvpQ4nCFemYJLo+R1jNwuvXlgGsqCrFUom2u+LkGC66l4n0XseWYZK9j2A7U8ZwE+2BgQHZ5a+88gq++c1v4tprr8U777yD008/HbfccgtuuukmnWpIRLHquMMlG237seum6DLJlAvcIYpYumZuOWwZJozOy8Rj10059d9qcypyMwf/W23vcmPp1r2S+3nf1r341bWTcV+Q5cu27vVuQ2tK95WIQmfvcuOh1z7GlNG5WDAk6NIvX/sYj147Wdi+hvaZXe4+3L6pFtWVRfjppcUwpyUjOz0N5rRkLA3StyYlJeGln1yIr050o7ap3TuxrqlvxQAGI5Q/va0+pHZv5OBHFLvUGpNE16eS63dMXiYe+e5k2J093nVsJ/Noi+5lVs8pi/heR3QfwfFZGcNNtEU+/fRTrF27FnfddReWLFmCf/7zn7j99tuRnp6OH/3oR5Lv6e7uRnd3t/dvh8OhV3Upivbv3x8TZSYyvdtmW6fbMNG2gwXuCCVS8AirWbK+ojLaOiOPfK4GNSKwk3Y4dsa2lg433tzfjDf3NwddLmpfUn2mJ5DT09vq8eefTcM5I7NxuLkD24P0rdsPtWD+xWfixo0fBizbUd+K6ooi79+htHujBj/SC9un+tQck0TXp5LrtyDHIvkpuuhexuHqjfheh+OzOmJuot3f34+pU6di5cqVAIDy8nLs27cPa9euDTrRfvjhh/Hggw/qWU2KIqe9FUASfvCDH2i2jZ5u5ulUg95tUxRNW+9o29J1UCMqeWRRxfWKJhprUU0TDcfO2KZWhgMly0XbkouiPHQZ270ybJ/qi5UxSTiGq5BZJFaOhdHF3ER71KhRmDBhgt9r48ePx+bNm4O+Z/HixX6pxhwOBwoLCzWrI0VXT9cJAAOYcv0iDCsap2rZx+rew95XnkNvb/QnZPFA77YpivZphGjb6kQlF0c9zTCloLqyKCDIybqahpCiiUYSNIZRTY2NY2dsU9K+RO1XaZ+pNBq5h2//k2lKxbr554fV/yQytk/1xcqYJIxcrkJmEas5TbX7hEQW/bvKIUSpvioqKnDw4EG/1z755BOMGTMm6HvS09ORnp6uSv0odmQNH43TRo9VtUzHsc9ULS/R6d02RdG69Y62LUWNiLqiMk7LNGHd/POxZtshvyAnFcV5WDf/fMXRRCMNGsPowcbGsTO2idqXOS0Zt26qlW2/SvvM/CxT0Gjk00ry0Xzi1CPOnoBq63c0RNT/JDq2T/XFypgkapdWc2rE9zr5WercJyQ6+USHUSAKhnbnnXfi/fffx8qVK1FfX4//+q//wnPPPYeFCxfqVEMiilWeaN2VxXl+r3uiaOoZbTsYT8TS6SX5fq+HElFXVMYAgGe2HQr4DteO+lY8s60eLpnHPD1EQWPsXeKvV6ixr0QkTa59rawqxQOv7BO231D6zIUzilExZL2K4jzcOqMY04vzvfWorizC+h0N0v3PW/UgipZYGZPMqcn4xXcmSbbLX3xnErLSUyO+13H19kd8n0AG/ET7448/RkFBQdDl559/PrZs2YLFixfjoYceQlFREZ544gnccMMNOtaSiGKVXLRuo1Ajoq5cGQeOOYIHLqpv0TVQCqMHE2knWPtq7XQHDZI2tP0q6TNbOtyo3rAT1ZVFqB4S4XzBhp147bZKbz26e/v8PiHztZ1BlijKYmFMaulw4/vPvYfVc8qw6Ipx6HD1IcucgmZHN77/3Hv4759chLOHZ0V0r9PW6Y74PoE0nmhfc801itd9+eWXAUDR90uuvPJKXHnllWHXi4gSW7Bo3UaiRkTdYGWoERROzUApiR49mEhLUu3r05ZO2fcMbb+iPtPh6vFGI5dc7uzBWcOyYMswobaxLaRtE+nN6GOSw9WDlg63ZCR/4FQbiuReJxaCx8YCTSfaNptNy+KJiCgMagSFi5WgMUQUSO32G0p57DuIIqNHG4qF4LGxQNOjtH79ei2LJyKKWaJov1+0dcHh6oXD2QObJQ3Z5lScnpsRUhnBqBEULlaCxuglkujriYLHSD+eY93R3YOcDBPcvf3o6O6F1ZKGrPRUDGAAz8+biqSkJG8U4S53H4Dw2m8o/QH7DuNiGx2kxnE47nCdemzbkorcDPW+oqZHG1J6n6DlfqopWtc2/x1BRKQzUbTuI62dWLKlzi8ISWVxHlZUlWJMXqaiMuR4Ahwt2VLnN4iGEijFEzTm3s17/AZ7owWN0UOk0dcTAY+RfjzH+qMjbXhqbjke+cvBgL5kfkURbt9Uiy53HyqK8/DU3HLcvqkWU8fkhtV+Q+kPbBkm/HL2JCyV6H9+OXtSQvUdRsI2OkiN49DY2onFEmP4yqpSjD45hkdCj/FXyX2C1vuplmhe27pOtP/0pz/hf/7nf9DY2Ai32z8i7a5du/SsChFRVIiida+8pjRgkg0ANfWtWLqlDqvnlCErPVW2jDVzy4UDrRpB4WIhaIzWROdTybmIdzxG+vE91rdeViwZ3bumvhUDGIz+/fS2euyob0VyUhLeuH0acjLSwj4XSvuDo+1OPPjqPkwZnYsFQwKnPfTqPvxydmlCTeyMgG10kBrH4bjDFTD5BAbb3ZItdXjsuimqfOKrx/grd5+g135GKtrXtm4T7aeeegpLly7FvHnz8L//+79YsGABDh8+jJ07dzI1FxElDFG07hOu3oCBy6OmvhUOVy9cPf2qRPxWIyic0YPGaE2t6OvxjMdIP77HurwwJ2hwsh31raiuKPL+vf1QC3r7BzQLwOjL7uzBtgNfYduBrySX3+3s4URbZ2yjg9Q4Dm2dbtkxXM1o3XqMv8HuE/Tcz0hE+9rWLY/2s88+i+eeew5PP/00TCYT7rnnHvztb3/D7bffDrvdrlc1iIiiShSt2+EUR/NWM+I3RYbnQozHSD++x7pbkOd26HK9zoOSPo70xTY6SI3jkCjRumNlP6N9bev2iXZjYyMuvvhiAIDFYsGJEycAAD/84Q9x4YUX4umnn9arKkREmgsWeEMULdRqEUcTNaXI/4/UE3FUFPyDgW9OCfdYGC2CshHPaajHSG4fjLh/Wgp1f32PdXpqYD+RYUpBdWURygtzkJWeitduq4Q5LRmtHW6Y01Jw3OGS/BRKjePuKUNJH0f6UtpGlVwHsdxGreY0vzbS3dsPc1qKN2CgkmvTak6VLcMTrftouxN2Z4834KnVkhZTT3KEEpU8mtdEtMdo3SbaI0eORGtrK8aMGYMxY8bg/fffx+TJk9HQ0ICBgQG9qkFEpDm5wBv5WSZMK8mXfJRpWkk+ss2pspE+reZUZKWnypaRn2USBv9g4JtTIjkWRoqgbNRzGsoxCrYPq+eUYQAw5P5pJZzz6Xusa5vaUVGc5328M8OUgqfmlmP9jga/R8orivOwoKIICzbsxLmjcwICGalxXfmW8fy8qbJ9nE0wESf1KWmjSq4Do/ZBSuVnmbBu/vlYs+1QQBtZN/98Rf35aZkmPD9vKp5+qz6gjOfnTUVepklRwFOjUxqVPNrXRLTHaN0eHb/sssvw6quvAgBuvPFG3HnnnZg1axa+973voaqqSq9qEBFpShR4w9Xbj4UzilFRnOe3vKI4DwtnFCM7PRUrqkpROWS5ZxA+PTcD3b39uOXSsyXLuOXSYnS5+2TrcNzhkl1u7/IPVhnPROdLdCw80V+nl+T7va539PVI90NLSo+R3D68/clXWPQnY+6fFsI9n77Hel1NAxZUFHn7ierKIsngaDvqW7F+RwOqK4u8gYyOO1wR1UNuXxZt3oNlV04M2sfFwoQs3ojaKBD4Ty7A/zowch8UimdOBgj0taO+Fc+8JR3vYKj01GQ8+5Z0Gc++fRjuvn7ZgKdH252R7YBOPFHJpdqxJyq5Ea6JaI/Run2i/dxzz6G/f/D7QDfffDNOO+001NTU4KqrrsLNN9+sVzWIiDQlCrzR1ulG9YadqK4sQvWQiLvVG3bi1VsrcfbwLKyeUwaHq9cbTdTqk0f76043btz4oWQZN27cic0/vVhYBwa+GaRGoBQjRF+PdsAXESXHSG4fhmenY3u9cfdPbZGcT99j3dndg5WzS+Hu60dPX7+i4Gi+gYzUuK6GltHS4cYNv3sfq+eUYdEV4+B09yHbnAZbjD06G2/k2ujh5g7hdQDA0H2QEi0d7qD9zPZQrvcgQcK2H2qBQxDw1B5DwQBF2UuMMi5Fc4zWbaKdnJyM5ORTH6Bfd911uO666/TaPBGRLoTBzly96HL3Bb3h9QTmOD03A6dHWIZcHeQkSuAbQL1AKdGOvh7tgC9KiI6R3D6IAnsZYf/UFOn5lDrWtY1tsu/xPcaePkKd4FCB67R0DP6zEAC23nIxxo+yCssh7QVro0quA9GXQGOhjWp1vfstj7NggHLZS4w0LkVrjNY1j3ZbWxuef/557N+/H0lJSRg/fjwWLFiA0047Tc9qEBFpRhjsTBBARGmwlUjKUKMO8SLagVLUEg/7IbcPUoG9fMXC/oVCi/MpKtP3GHv6CDXqEQ/XZqJT4xzGwnnW43pPpGCAbPs6TrTfeecdXH311bBarZg6dSqAwdzaDz30EF555RVccsklelWFiEgzosAbuZnKAnPIRenMzTRh5rhhGF9gC4hquv+oHTZLmip1SATRDpSilnjYD7l9aD7RHfP7Fwq5YzGtJB99AwM4/FVH0Oi9Uv2HXJkVxXmobWoH4B/IKD/LhFnjh2PsKGtAX3PwmEN43O1dbvQPDOD5eVORlJTkjbzc5e4DEJ/nLh4p7V9ivY2G0o8GG6NFZVgFAU9DCQZo9AjvkfYf8UC3ifbChQtx3XXXYe3atUhJSQEA9PX14ZZbbsHChQuxd+9evapCRKQZW4YJy2dPwpItdX4DaWVxHpbPnoQRVjNWzSnDvZv3+A3EvoE5RFE6R1jNuP+qiViypc7v8XHfYEKiOvxy9iQslVj+y9mTDDVQa80TKEXufMSCeNgPuX2Ycc4wXHLOsJjev1AEOxaVxXmYd/GZmP3MDnS5+ySj9wbrPx6ZUybZL3iijt++qdbbh3geBbVlmLDsyglYLNHXrKwqlT3uUvWoKM7DU3PLcfumWkwdkxuX5y4eKe1f4rkP8t0H0RgtV8aoHAtWVJVKjr+hBAOMdjRvJSLpP+JF0oBOubUsFgt2796NsWPH+r1+8OBBTJkyBU6nflH2HA4HbDYb7HY7rFb9vxe0a9cunHfeeZi1dD1OGz1W/AaFPvvgL/hg3YOovOMZnD6+nOWqXK6WZX/deBB/W7EAH330Ec4991zVyo010W6barB3ufEff/wXxvn8B9cTqOzgMQcevXYybBkm73+ihwbmsHe5ceumWskAItNL8rFm7uB1J7fOr66djKVb6oLW4cGrJ+G+rXWY4POJuGf5/qN2rLymLOh3ruJVsPMRa7TcD73ap9w+xMt5Usqzv3ZnD1w9ffjHp61+nwgDp/oFUf/x8DWl+PvHxzGuwIpLzxkGh6sXw7JNsKSloLXDjYz0FDQ7urFl1+dYcfImWEl/FOwT9WDvm1aSj+VXT0JORlpcnzu96dE+lbS/eGijoj5ISZsIVsbRdid++do+fPe8Qgy3pqPD1Ycs82Db2/xRE+67cqJwohxuu9RbrNRTS7p9on3uuedi//79ARPt/fv3Y8qUKXpVg4hIUy0dbry5vxlv7m8OutwTlENqgFESpROQj+7a1ilfh7su78G2A19h24GvJJd7Ig4nkmgHM1NLPOyH3D7Ew/6FwrO/h5s7cM3af0iu4xu9VxS5/c0DzXjzQDPKC3O8wcik3DlrrLA8uajBcu/bfqgFvf0DCXUe44WS9hcPbVRuH5S2iWBl2J09eGPvcbyx97hkGbfNPEc40TZKNG+RWKmnlnSbaN9+++342c9+hvr6elx44YUAgPfffx/PPPMMVq1ahT179njXLSsr06taRESqijTKphrRXUVRxUVRT0XvJyJ9Ke1XlEZuVxrFPdz+zEjRhonUFPEYr0LU8VhpX7FSTy3pNtGeO3cuAOCee+6RXJaUlISBgQEkJSWhr68vYB0iolgQaZRNdaKeynftoqinovcTkb6U9gtKI7crjeIebn/EaMMUryIe41WIOh4r7StW6qkl3e6mGhoa9NoUEVFERJE8jztcaOt0w+HqhdWSitwMk/dRa6VRNsONWKokuqsoqrjNkiYb9dQTcdgojB5ZVS2Jsp+A/75mpafClJKMdqcbWeb43u9wDe0XMkwpqK4sQnlhDgCgf2AAxx0uDMA/wvdL/2zE9//faJQX5sCcloJNN12AHYdbUfeFHRXFedgh0Qd4+plIIobHQxT8RCQ3tiUSub440jFeNP4qiToeK+0rVuqpJd0m2mPGjNFrU0REYRNF8mxs7cTiLXV+N6ieCJqj8zIVRdmMJGKpkuiuosjmo3IsWFlVKhmVfKVPxGEjiIXIqmpIlP0EgkejXlBRhLm//QBTx+TG5X5Hwjca8odH2vDU3HKs39EQ0MfMPxk9vMvdh8vGDcMffnwhHnptX8B6N1aehbIzbADg15d5+ogudx/uiSBieDxEwU80orEtUYj6YjXG+EijjsdK+4qVempJ1+cDf//73+M3v/kNGhoa8N5772HMmDF44oknUFRUhKuvvlrPqhARBbB3uQMGR2AwaMe9m/dg1ZyygBsRAKipb8WSLXV47LopMKcmY+nWvZLr3Ld1L3517WTZbayZW46CHAvWzC2XjdwqWke0fHReJh67bsqpTy/MqcjNNNanF6LzES8RSxNlP4Hg++ppL9WVRXh6W33c7bcaPG26vasH922V7ocGcOoYTiiw4aHX9kmul4Qk3H/VBKycXQp3Xz86u3u9fQQgndVgR30rkpOS8Mbt0xRFDFfSj5ExHHe4hGObkcYGrSjpiwFENMavmlOGh17dhymjc7Ggosgv68dDr+5TnPUjVtpXrNRTK7pNtNeuXYv7778fd9xxB1asWOH9HnZOTg6eeOIJTrSJKOpEETLtzh7JRy2BwUG2rdONtJRkYUTwSCKW+hKtI1o+wmo29M1TokQsTZT9BOT3dUd9K6origDE336rxRsJPEg/5HsMywtz/D5x87W9vgV9/QMYMyLwk8rDzR2qRQyPhwjUiaCt0y0c24w8VqhFrawfovuIvx/4Cn9XIetHrLSvWKmnFuSjYahozZo1+O1vf4ulS5ciJSXF+/rUqVNRV1enVzWIiIISRchUEq1bWIYgonciROFUKlEilibKfgLiffWNhh1P+60mpcdQFFk8WF+USNcjDRJmqkiQTBRKrn2tx/hEOdaJQtdgaOXl5QGvp6eno7OzU69qEBEFJYqQqSRad1qK/P8vRRG99YzCaZTgW8EC8KgZsTTSfdUySFAiRWYV7atvNOy01GQc+NLhd6wZrEn5MRRFFg/WF4nKN5tSYO/i0wbxRJipIoRMFEfbnbA7e+Bw9sBmSYPVkhYz8Rb0yPohzjyi/FgbZQyn4HSbaBcVFWH37t0BQdHeeOMNTJgwQa9qEBEFJYqQqSRatzk1OaKI4HpF4TRK8C25ADxqRSyNdF+1DhKUSJFZ87NMmFaSL/loZUVxHmqb2r2/v7H3Szy9rd57rJMA3MtgTbLXi+8xrG1qDyu7gKj81/Ycw56mdgasiyO5mSZVMlEcae3EEok2uqKqFGNioI3GUtYPo4zhJE+3R8d//vOfY+HChfjv//5vDAwM4J///CdWrFiBJUuW4Oc//7le1SAiCsoTIXN6Sb7f654ImQUno3VXFuf5LfeN1i0qwxMRPNhyPf4bLQr4Yu9ya14HQByAp7u3P+JjFem+iup43OES1kFEdM3E2ycUC2cUo2JIG/JEHV9X0+D3OzB4rAcj9LZoeh5iRbDrpXLIcTt4zIEVgv4qlPJ9z4vefQVpKxnAL74zUfJa+cV3JimaLBxtdwZMsoFT7fdou1O9CmtESV8c6Riv5D5CxChjOInp9on2ggUL0Nvbi3vuuQddXV24/vrrccYZZ+DJJ5/E97//fb2qQUQkS41o3ZFGBNeaUYJviQLwfN3pxrhR1oiOVaT7qleQoGhfE3pp6XCjesNOVFcWobqiCO6+fgzLSocpNRmunj6smVuO2qZ2b4oqj+31rZh/MsjXUIkUrMlD6nrJMqeis7sX//XjC/yun3CyC3jKP2Z34dOWTm9UZN/zwoB18aO1040fPP8BVs8pw6IrxqHD1YcscwqaHd34/nPv4cUbL8AwwTUjChZqd/bExCetsZD1wyhjOInpNtF2Op244YYbcNNNN6GlpQWffvopduzYgTPOOEOvKhARKaJGtO5II4JrySjBjpQG4InkWEW6r3oGCUqEyKwOVw+63H2S0bCfveFc3PKHXUHfKxfcKxEDCCm9XsLNLmDLMOHTlk7Zc8LAaPHB4epFS4cbN278MOhyYRmCYKGxdK0YPeuHUcZwEtPt0fGrr74aL7zwAgAgNTUV3/nOd/D4449j9uzZWLt2rV7VICJKeEYJvqVmAJ7gZUS2r3rUMZHInQ9R8C655TwP2jBKX0HaUqOfEwUL5bWiHrbL2KHbyLRr1y78+te/BgD86U9/wogRI1BbW4vNmzfj/vvvx09/+lO9qkJElNCMEnxLrQA8cvKzTJg1fjjGjrKivDAH3b39MKelYFdjGw4ecwj3VY86JhK5a6/5RDe+MW4YxhXYAs7VgaN2NAf5HjbPg3aM0leQtnIzTZg5bhjGS7S9/UftitqXKMiXTTARJ+XYLmOHbhPtrq4uZGdnAwD++te/4pprrkFycjIuvPBCHDlyRK9qhKyxsREtLdLfgwjX/v37VS2PiCgUnmAu927e4zdQ6x18a4TVjJVVpViypc7v5iyUoDAitgwTll05AYu31Pk9ruzZhmhf9ahjIpG79i47ZxguPjsPSyTO1YqqUqSc/J3nQT9G6StIWyOsZtx/1cSgbU9J+yrIsWBFVenJwIWBUcdj4fvZsYLtMnboNtEuLi7G1q1bUVVVhb/85S+48847AQDNzc2wWq16VSMkjY2NGDduPJzOLk3K7+lmVEAiig6jBN+KNCiMiL3LjaVb90pGwr1v616smVsu3Get65hogl17AHD3pj2S52rZyXPF86A/o/QVpB17lxv3BeknlynsJwFgTF4mHvnuZNidPd5rxRZDebRjCdtlbNBton3//ffj+uuvx5133omZM2fioosuAjD46XZ5eble1QhJS0sLnM4uXFD9AKyjzlSt3GN172HvK8+htzfxgrcQkXEYJfhWJEFhRNSKzqplHROR1LV3uLlDeK7OHp7F8xAFRukrSBtqRrEuyLFwYq0Ttkvj022i/d3vfheVlZU4duwYJk+e7H195syZqKqq0qsaYbGOOhOnjR6rWnmOY5+pVhYREQXH6Kyxg+eKKDrY9oi0oWuYzpEjR2LkyJF+r/2///f/9KwCEVFMsHe50dLhhsPVA6slDfmZ8fufa9G+RnIsjBSdNZHOaSg8x0UUdZyRdJXjtUZSgl0XRuon6RS249jHfBhERAZztN2JRZv3+D3KN70kH6vmlMXdI3mifY30WBglOmsindNQ+B6XO75RgmnF+dheH3iupjGSrmK81kiK3HWRn2XCtJJ8ycfH2faig+04PuiWR5uIiMTsXe6AwRUY/J7cvZv3wN4VP0EURft63OGK+Fh4orNOL8n3e13P6KyJdE5DMfS4JCUBt8w4GxXFeX7rVRTn4ZZLi9Hd2x+NasYUXmskRXRddLn7cMulbHtGwXYcP/iJNhGRgagZlMboRPva1qnOsYh2dNZEOqehGHpcJhXYcOPGD1FdWYTqiiJ09/YjPTUZtU3tuHHjTrz804sxnIHQZPFaIymi66Ld2cO2ZyBsx/GDE20iIgNJpKA0on11uOQzM4RyLKIZnTWRzmkohh6X7t5+dLn7/PL4+q/PTB0ivNZIipLrgm3PONiO4wcfHSciMpBECkoj2lerWf5/wbFyLBLpnIZi6HERBUMTXQ/Ea42kRXpdsO3pi+04frDlEBFpINxooUYJ3qUWueOQn2XCrPHDMXaUFeWFOeju7Yc5LQW7Gttw8JgDuZnqHQvR+Tja7oTd2QOHswc2SxqsljTVAs7E2zlVy9DjUtvUjsvGDcOEAhvKC3PQ2z+AApsF3b19cDh7kJychOMOFzq7e2F3+p9Ho0bn1btevNZIiui6sFnS8K1JIzDnvEIMt6ajw9WHbHMqjjtc2PxRE3IzB6+b4w4X2jrdcLh6YbWkIjfDFJDXXrSOUdtqqLTcD7bj+MGJNhGRyiKJFuoJ3nXv5j1+g6yewbvUIjoOtgwTll05AYu31Pk9slhZnIeVVaUYYTXjl7MnYemWOtTUt/ot/+XsSYqPhageR1o7sWRLHXYM2caKqlKMycuM5BAAiK9zqiZbhsnv/L70z0b84ccX4qHX9mFdTQOemluOVX/eH3Be5lcU4fZNtehy92HW+OFYduUELN2613DReaMRNZjXGkkRXRejcixYdMX4oP3gCKsZja2dWCyxfGVVKUaf7CdF68RLJG2t94PtOH5wok1EpCJRtNA1c8uFg2S0g3epQclxAIClW/f63ZQBQE19K+7buher5pThwVf3YcroXCwYEqDnoVf3YeU1ZQGfpoRaj4evKQ24ufTUYemWOjzy3cmq3DjFwzlV23GHy+/8FuRYsPy1fdhR34pbLyvG+h0NkudlAEB1ZRGe3laPsaOsATf2QGjtTQtq9APh4rVGUuSui6PtTtl+cNWcMsl2VlPfiiVb6vDYdVMAQHadR747OWptQk16tW224/jAiTYRkYrUihYazeBdalByHADIrmN39mDbga+w7cBXkuu0dbqFE21RPRyu3oAbQ4+a+lbYnT2qfdIS6+dUbW2dbr/z+38/m4btJ89FeWFO0MBMO+pbUV1RJFwvmtF5ox01mNcaSQl2XdidPbL94AlBP9nWOdifi/rSeIikrWfbZjuOfZxoExGpiNFCByk5DgOCMkTHSkkkXGFkcyfPV7QMPX8nfM6FKG+vZ7lovWidP/YDFEuE/aBguZK+WHTNx0qbYNumUMTcRPsXv/gFHnzwQb/XRowYgS+//DJKNSIiPekRSCWSbcRStFA1jmWwMqzmNGSYUlBdWRQQ6GxdTYOi4+B5VG71nLKAAD2LNu/xRsKV2w9hZHNL7JyvWOc5Tx3dPcjJMMFqScVzPzoPo6yDAc8GBoB188/HrsY2ZKSlyJbliVAuilQerfMXaj8Q7BqOl8BRZGxWi6C/FixXEpVc1BY9y41wzcsFdIulMZ6iL+Ym2gAwceJEvPnmm96/U1LkB2Qiig96BFKJdBuxEi1UjWMpV0Z+lgnr5p+PNdsO+T3aW1Gch3Xzz/ceh2kl+ZKP4U0ryUeuJQ0v/eRCPPDKvoDgOi/95ELYzGnC/RCdD6s5FZXFeX7B1ny3YxNMxEkZz3n66Egbnppbjkf+chC1je2SAc8qivMwa/wIfGPccLx5oDmgrGkl+ahv7gAwGKk82PmLZnsLpR8Idg0vnz0JD732Md7c3+z3eqwFjiLjy7Gk4fl5U/H0W/UB/fXz86bCZk6VXX5apgkDAKYV52N7vUR/XjwY2VzUJowQLE0U0C1WxngyhpjMo52amoqRI0d6f4YNGxbtKhGRxkQBSOxdbkNswxMtdHpJvt/rRooWqsZ+ispw9fbjmW31Ad/Z21HfimfeGrxR6+7txy2Xno2K4jy/dSqK83DLpcXoGxgImGQDg9/3+8Ur+9DTPyDcD9H5OD03AyuqSlE5pA6eaLuc0ETO91qprizyBjnz/d3XjvpWPPqXA/iPy88Jem14Xj94zIGVVaWGa29K+wG5drRkSx3GjbIGvK5Wf0fk0T8wgGffku6vn337MAYA2eXpqckwpyZj4YxiyTa78LJiZJpSZNsEAM3HeJHjDpdsQLfjDldMjPFkHDH5ifahQ4dQUFCA9PR0XHDBBVi5ciXOOuusoOt3d3eju7vb+7fD4dCjmkQkEErb1CMAiVrbMHq0UDX2U1RGW6db8pMNYDAAWkuHGz19/bhx44eorixC9ZCo4jdu3InNP71YleA6ovMxJi8Tj3x3MuzOHu9ym4p5tGOVWmOn77XiG7xMLpDZ9vpWHHN0o3x0btBr4+93XeI9j0Zsb0r6Abl2VFPfigUng775iqXAUaQdNe9tHa5ebyDCobafDBopt9wT3LJ6407J/rx6w068emslzh6eFbRNHG7uiHqwtLZOtzDo2wir2fBjPBlHzE20L7jgArzwwgs455xzcPz4cSxfvhwXX3wx9u3bh7y8PMn3PPzwwwHf6yai6AulbeoRgETNbRg5Wqga+ykMMiYIjnPC1QN33wC63H1BJ1uRBirzXS46HwU5loSfWA+l1tjpe634Bi8TBTJz9QS/Nk64evD/ik6N+UZtb6J6idpRsGPEgEuk5r1tpMHQPMEt5fpzzzUbrE0YIciYaNzyXW7UPoeMJeYeHb/iiiswZ84clJaW4hvf+AZef/11AMDGjRuDvmfx4sWw2+3en6amJr2qS0QyQmmbegQgSZQgJ2rspzDImCA4TrY5TbhOpIHK4uV8RYtaY6fvteIbvEwUyExuebycW1E7CnYM4mX/KXxq3tsK+1oFfXGk44oRxl/hmKQg6BuRr5i/YjIzM1FaWopDhw4FXSc9PR3p6ek61oqIlAilbeoRgETpNpRERTVC5NRgQjmWwaKvisrIzRRvw9XbLxuITEmgslnjh2PsKGtAJNyDxxwMShMhtcZO32ultqkdFcV52FHf6vf7UNNK8tHs6JYoLb6C1Mm1o8riPNQ2tQe8Ho2AS0buzxJVOO0zWH+eLehrs82pisaMSMZoIwQZy800yR6H3Mz4u+bZtrUV8xPt7u5u7N+/H9OmTYt2VYgMqbGxES0t0t97ikR+fj5Gjx6ternBeAKQ3Lt5j99ArGYAEiXbUBIV1QiRU+XYMkxYPnsSlmyp87uhqCzOw/LZk7zHUhR9Ve5YjbCahcfSBmBlValkPVZWleL03AzZ5QU5Fiy7cgIWb6nze1zRs5w3C8bg267W1TTgqbnlAOD3+9BrbNmVE3Cs3RkwEY+3IHVybXFFVSmWv/ax3/rRCLhk9P6MlBH15yuqSrE0yHV4Rm6GovE3kjFajzFeZITVLHscPCm+4gXbtvZibqJ9991346qrrsLo0aPR3NyM5cuXw+FwYN68edGuGpHhNDY2Yty48XA6u1Qv22LJwIED+3WdbOsRgERuG6JI22tOThpE60R7AmjvcuOh1z7GlNG5WDAkaM0vX/sYj147Ga7eftnoq49dN0V4PpScr9F5mXjsuimnPmUxpyI381TOUrnl9i43lm7dK1nH+7buNcSxpkG+10Jndw9Wzi6Fq7cPx9pdWPRv4+Du7cdXHd0wpQxeh6ve2I/JhTneYGgAcHquBVZzfAWpk2uLv/rzASyvKsW9V/RGLeCSkj6Pbcz4RNG0V88pw+o39mNBRREWXTEOHa4+ZJlT0Ozoxuo39uOB70xS1J9HOkZHO8iYvcuNR/58QPI4/OrPB7Aijv6By7atj5ibaH/++eeYO3cuWlpaMGzYMFx44YV4//33MWbMmGhXjchwWlpa4HR24YLqB2AddaZq5TqOfYYP1j2IlpYWXSfagD4BSIJtQ0m0bgBRj5wq0tLhxpv7m/3y8w5d3tPXryj6quh8KDlfI6xm2U8Kgi3XIxI9qWfotXDgmAPzN+wMuv4NF4zBjRs/9P79559Ni6tJNiBui3fOGouzh2fpXKtT2MbigyiatsPVi//bexz/t/e45Dq3zzxHUX8PRD5GRzPIWEuHG6/XfYnX676UXH7nrLFxc72zbesj5ibaL730UrSrQBRzrKPOxGmjx0a7GjFPSVTUAUEZRogWrGQ/3H3yeyKKzqoHI0SppfCJrqGhEbeNcM2pzejXsNHrR8oIs0AIoorHY9uTkkjXeyLtazTF3ESbiCha1IiKaoRowdaTj+OtnlOG4dZ0dLj6kG1OxXGHC4s270G2OQ09ffKpl9SMvhosQI+IEaLUUvis5lRkmFJQXVkUEMxuXU1DQMRtzzUqdW3EakAfo1/DRq8fKSPMAiEILuh5f6y2M6US6XpPpH2NJk60iYgUUhoVNdqRU0Xys0x46ScX4YFX9gYExnnpJxd5I4JPK87H9vrA/ZhWnK9a9FVRgB7Rfhj9WFNwp2WasG7e+Vjz1iG/YHYVxXl4ft5U/POzr/1ee73uGHY3tgVcG7Ec0Mfo17DR60fK5GaaZPtzqzkV00ryJR8lnlaSj9MylQUCjXWJdL0n0r5GU8zl0SYiihZPVNTpJfl+r/tF0lawTrS5evsDJtnA4Hf1fvHKXrh6+2FOTcbCGcWoKM7zW6eiOA8LLyuGWZADWQlRgJ7jDpfs+2PhWFNwAwCeeetQwPnfUd+KZ986jIGT316oKM7DgooirKtpCLg2RAF97F1uPXYlbEa/ho1eP1JG1J8nA7jl0rMll99yaTF6+vpjup0plUjXeyLtazTxE20iohDoEXlVa6LAOG2dbqSlJKN6405UVxahekg05OoNO/HqrZUR74+SeogeITf6sabg2jrd2B7k/G+vb8HP/20sSk+3obapHbdvqkWXuw+A/7URDwF9jH4NG71+JNbS4Zbtzzf/9GLcuPFDyeU3bhxcHuvtTKlEut4TaV+jhRNtIgPZv3+/ocujQXpEXtWSKLCNw9WLtJQkdLn7/B7p9aVGoBQl9VDCyMeaghOd38/bnLjlD7tk3xsvAX2Mfg0bvX4kz+Hqke3PHU7xcjmx0s6USqTrPZH2NRo40SYyAKe9FUASfvCDH2hSfk93fDzWReoQBcaxmlORliL/aLgagVKU1IPil+j8Dg2GJvVeBvQhEhO1E6soGJpgOdsZkTTexRAZQE/XCQADmHL9IgwrGqdaucfq3sPeV55Db29ipOYgZXIzTagszkONxGO7lcV5yM00wZyarChQSrgRw5XWg+KTvcuNTFNK0PM/rTgPzUG+o+97bTCgD5GYqJ1YzamyfbHVnMp2RhQGTrSJDCRr+GhV8107jn2mWlkUP0ZYzVhZVYolW+r8bqw80b49E+VVc8pw7+Y9fjdXvoFSIokYHko9KL54ohfvP+bAH358IX752r6A87+iqtT7u9Qyz7XhCegjd50SJTpROxmVY8GKqlIsleiLV1SV4vTcDLYzojBwok1ElIBG52XiseumnPo02pyK3Ez/T6PlAqWIIoY/dt0URRNlJfWg+DE0SvgNv3sfq+eUYdEV49DZ3YccS5r3iYr/+OO/MGV0LhYMCc60/LWP8ei1k7039wzoQyQm6s8fenWfZHt76NV9WHlNGdsZURg40SYiSlAjrGbhhDZYoBQ1IoaHUg+KD0OjhLd0uHHjxg+9f//9rkswwmrG4eYOvLm/GW/ubw5aju91yYA+RGJy/fnfD3yFvx/4SvJ9nv6c7YwoNMyjTUREIVMrYjglFqVRwuMlmjhRLGB/TqQNfqJNRERB2bvcaOlww+HqgdWShvzMwU80rOZUZJhSUF1ZhPLCHHT39sOcloJdjW1YV9MQUsTwYNvQ6/2kHtG5GBr9OD/LhNVzyjDcmo4OVx/MaSk42u5ERnqK7HYY5ZhIPUr7c/a1RKHhRJuIiCR5glZtHxL8ZtWcMpyWacLz86bi6bfq/XKvVhTn4fl5U3GawojhctsoyLFo/n5Sj5Jz4Rv9OD/LhD/8+EI89Nq+gIB6D109CZeNG4ZtEo+yMsoxkbpOyzRh3fzzsWbboYD+fN3883Fapol9LVEY+Og4EREFGBq0yuPdQy24d/MeDAB49q36gO9p76hvxbNvH5bNgax0G/Yu+fzvkb6f1KP0XHiiH3uiFQ+dZAOD3/G//3/3YvEV41FRnOe3jFGOidTX2z+AZ7YdkuzPn9lWj56+fva1RGHgJ9pERBRgaNAqX+8eakFbpxvbgwRD236oJSBYVTjbEJUR6ftJPaGcC0/04qN2l2xAve7efpSPzkX1ySjIZ+VnYpTNzHNKpDK7syd4f17fAoerl30tURg40SYiogCiYFSi4DhKglVFGvCKAbOMI9RzYcsw4eDxDsF7ev0eY916y8W8mSfSgMMZWV/KvpZIGh8dJyKiAEODVgUul/8/rZJgVaJtiMqI9P2knnDOhegayjL7B0Tj+STShtUSWV/KtkkkjZ9oExENwciq/kGrhppeko/cTPnlSoJVibYhKiPS95N6Qj0X9i43zGnJmFacj+31ge+pLM5Ds6NbtgwiUofNkobK4jzUSDw+XlmcB6s5FbPGD8fYUdaAqOQHjznYNomC4CfaREQ+jrY7ceumWsx8/B1UPfsPzHzsHdy2qRZH253RrpqufINW+fIEoxphNcsuV/KPCdE2RGVE+n5STyjnwtPGvvVUDeZVnBkQ8KyyOA/3XzURizbvCVoGEamnIMeCFVWlqJRoiyuqSnF6bgaWXTkBtY1tuHHjh7jlD7tQvWEndje2YdmVE9g2iYLgJ9pERCeJIievmVueUDcUnqBVLR1unHD1INuchvwsU0BQq2DL1diG1u8n9Sg5F0Pb2O2balFdWYTqiiIAwOm5FljNaeju6cPvfjSV55NIJ2PyMvHIdyfD7uzxtl+bJQ0FORbYu9xYunWvZIaA+7buTbixkUgpTrSJiE5iFOtAtgz5SY5ouRrb0Pr9pB7RuRjaxrrcfX4Bz/5+1yXMyUsUJQU5Fsn2x7GRKDx8dJyI6CRGsSbSFtsYUexhuyUKDz/RJiI6Kd6iWIuCuqkR9I2B4ygUVnMaMkwpqK4sCgiqtK6mAWZTCuxd/HSMKBqOtjthd/bA4eyBzZIG68lHx+NtbCTSCyfaREQnxVMU66PtzoDvm08vyceqOWUoyLEIl6uxDaKh8rNMWDf/fKzZdsjvkfGK4jysm3c+/r7/OD749GteQ0Q6O9LaiSVb6vy+h+0JhhZPYyORnvjoOBHRSfESxVoU1O24wyW73N7ljngbSsqgxOPq7ccz2w4FBFXaUd+KZ96qx4RRVl5DRDo72u4MmGQDg8HOlm6pQ6e7Ly7GRiK98RNtIiIf8RDFWhS4pq0z8sA2DI5D4WjrdGO7RK5eANhe34J7rhgLgNcQkZ7szp6ASbZHTX0r7M4ejB9ljfmxkUhvnGgTEQ0R61GsRYFrHK5e2eVKAtswOA6FQ3Ttdbj6vL/zGiLSh8OprD+P9bGRSG98dJyIKM6IAtdYzfL/Y1US2IbBcSgcomsvy5zi/Z3XEJE+rBb250Ra4ESbiCjOeALXSJleko/cTPnlSgLbiLbB4Dhk73LjcHMHahvbcPirDti73MjNNKGyOE9y/criPDQ7ugHwGiLSglSbBACbJU22XdoEE3EiksaJNhFRnBEFdRthNWP57EkBN1aVxXlYPnuSokcD4yVwHGnjaLsTt26qxczH30HVs//AzMfewW2bajHQP4CVVaWS1979V03Eos17eA0RaSBYmzza7kRBjgUrgrTLFVWlzABAFCZ+R5uIKA7JBXWzd7nx0GsfY8roXCyoKEJ3bz/SU5NR29SOX772MR69drKiSU48BI4j9clFpL9n8x6smVuOx66bgrZONxyuXljNqcg0pcDudOO/f3IRryEilYmyRKyZW44xeZl45LuTYXf2ePtz28k82kQUHk60iYjiVLDANS0dbry5vxlv7m+WfF8o0Z4ZHIeGUhKR/uzhWRhhNfstK0SmHtUjSjhKs0QU5Fg4sSZSER8dJyJKMIwYTlri9UVkLGyTRNHBiTYRUYJhxHDSEq8vImNhmySKDk60iYgSDCOGk5Z4fREZC9skUXRwok1ElGAYMZy0xOuLyFjYJomig8HQiIgSECOGk5Z4fREZC9skkf440SYiSlCMGE5a4vVFZCxsk0T64qPjRERERERERCriRJuIiIiIiIhIRZxoExEREREREakoIb+jPTAwAABwOByy63V0dAAA7J9/iv7ePtW239H8xeD2v/wM6enpLDdGytWy7Fgr98SXRwbL7+gQtiMAyM7ORlJSknA9pW2TiNTD9klkTErbJsD2SaQ3Je0zacDTMhPI559/jsLCwmhXgyhh2O12WK1W4Xpsm0T6Y/skMialbRNg+yTSm5L2mZAT7f7+fhw9ejSk/xQaicPhQGFhIZqamhR3wLEknvcvnvcNCL5/Stua0rYZ78dRTzyW6onVY6l2+zSKWD0fWuCx8BcrxyOUttbf34+DBw9iwoQJht+vWBAr10isiMfjqaR9JuSj48nJyTjjjDOiXY2IWa3WuLlYpcTz/sXzvgHh71+obTPej6OeeCzVE6/HMlbHzng9H+HgsfAXT8cjOTkZp59+OoD42q9o47FUV6IdTwZDIyIiIiIiIlIRJ9pEREREREREKuJEOwalp6fjgQceUD2itlHE8/7F874B+u1fvB9HPfFYqofH0lh4Pk7hsfAXr8cjXvcrGngs1ZWoxzMhg6ERERERERERaYWfaBMRERERERGpiBNtIiIiIiIiIhVxok1ERERERESkIk60iYiIiIiIiFTEiTYRERERERGRijjRJiIiIiIiIlKRYSbaDz/8MJKSknDHHXcEXeftt99GUlJSwM+BAwf0qygRERERERGRjNRoVwAAdu7cieeeew5lZWWK1j948CCsVqv372HDhoW0vYGBAZw4cQLZ2dlISkoK6b1EpB22TSLjYvskMi62TyLjifon2h0dHbjhhhvw29/+Frm5uYreM3z4cIwcOdL7k5KSEtI2T5w4AZvNhhMnToRTZSLSCNsmkXGxfRIZF9snkfFEfaK9cOFCfPvb38Y3vvENxe8pLy/HqFGjMHPmTLz11lvC9bu7u+FwOPx+iCj62DaJjIvtk8i42D6JjC+qE+2XXnoJu3btwsMPP6xo/VGjRuG5557D5s2b8fLLL2Ps2LGYOXMm3n33Xdn3Pfzww7DZbN6fwsJCNapPRBFi2yQyLrZPIuNi+yQyvqSBgYGBaGy4qakJU6dOxV//+ldMnjwZAHDppZdiypQpeOKJJxSXc9VVVyEpKQmvvPJK0HW6u7vR3d3t/dvhcKCwsBB2u93vu95EpC+2TSLjYvskMi62TyLji1owtI8++gjNzc0477zzvK/19fXh3XffxdNPP43u7m5F372+8MIL8eKLL8quk56ejvT09IjrTETqYtskMi62TyLjYvskMr6oTbRnzpyJuro6v9cWLFiAcePGYdGiRYoDnNXW1mLUqFFaVJGIiIiIiIgoZFGbaGdnZ2PSpEl+r2VmZiIvL8/7+uLFi/HFF1/ghRdeAAA88cQTOPPMMzFx4kS43W68+OKL2Lx5MzZv3qx7/SmQvcuNlg43HK4eWC1pyM80wZZhina1iIgohnAsIYpdbL9Epxgij3Ywx44dQ2Njo/dvt9uNu+++G1988QUsFgsmTpyI119/Hd/61reiWEsCgKPtTizavAfbD7V4X5teko9Vc8pQkGOJYs2IiChWcCwhil1sv0T+ohYMLZocDgdsNhsDRqjE3uXGrZtq/TpWj+kl+Vgzt5z/zSRF2DaJjEvr9smxhCh80R4/2X6JAkU9jzbFvpYOt2THCgDvHmpBS4db5xoREVGs4VhCFLvYfokCGfrRcYoNDleP7PITguVEpI+mpia0traG9d68vDzmaSVNcSwhil1sv0SBONGmiFnNabLLswXLiUh7TU1NGDtuPJxdnWG935KRiYMH9nOyTZrhWEIUu9h+iQJxok0Ry88yYXpJPt4N8r2c/Cx+J4co2lpbW+Hs6sRFP34I2SNHh/TeE1824r3f3Y/W1lZOtEkzHEuIYhfbL1EgTrQpYrYME1bNKcO9m/f4dbDTS/Kxek4Zg18QGUj2yNHILTwn2tUgCsCxhCh2sf0SBeJEm1RRkGPBmrnlaOlw44SrB9nmNORnMXciEREpx7GEKHax/RL540SbVGPLYGdKRESR4VhCFLvYfolOYXovIiIiIiIiIhVxok1ERERERESkIk60iYiIiIiIiFTEiTYRERERERGRijjRJiIiIiIiIlIRJ9pEREREREREKuJEm4iIiIiIiEhFzKNNsuxdbrR0uOFw9cBqSUN+JvMjEhGRejjOEBkD2yKRujjRpqCOtjuxaPMebD/U4n1tekk+Vs0pQ0GOJYo1IyKieMBxhsgY2BaJ1MdHx0mSvcsd0OECwLuHWnDv5j2wd7mjVDMiIooHHGeIjIFtkUgbnGiTpJYOd0CH6/HuoRa0dLDTJSKi8HGcITIGtkUibXCiTZIcrh7Z5ScEy4mIiORwnCEyBrZFIm1wok2SrOY02eXZguVERERyOM4QGQPbIpE2ONEmSflZJkwvyZdcNr0kH/lZjEJJRETh4zhDZAxsi0Ta4ESbJNkyTFg1pyyg451eko/Vc8qY7oGIiCLCcYbIGNgWibTB9F5xLNJ8iAU5FqyZW46WDjdOuHqQbU5DfhZzKhIRkTqkxpkscyo6u3tR29jGXL5EKpK7L+Q9H5H6ONGOU2rlQ7RlsJMlIiLt+I4zR9uduPuP/2IuXyKVKbkv5D0fkbr46HgcYj5EIiKKNRy7iLTBtkUUHZxoxyHmQyQioljDsYtIG2xbRNHBiXYcYj5EIiKKNRy7iLTBtkUUHZxoxyHmQyQioljDsYtIG2xbRNHBiXYcYj5EIiKKNRy7iLTBtkUUHZxoxyHmQyQioljDsYtIG2xbRNFhmPReDz/8MJYsWYKf/exneOKJJ4Ku98477+Cuu+7Cvn37UFBQgHvuuQc333yzfhWNEUbKhxhpPm8iIop9SsYCI41dRPFESdvi/RqRugwx0d65cyeee+45lJWVya7X0NCAb33rW7jpppvw4osvYseOHbjlllswbNgwzJkzR6faxg4j5ENUK583ERHFrlDGAiOMXUTxSK5t8X6NSH1Rf3S8o6MDN9xwA377298iNzdXdt3f/OY3GD16NJ544gmMHz8eP/7xj1FdXY1HH31Up9pSKJi3kYiIOBYQGRvbKJE2oj7RXrhwIb797W/jG9/4hnDd9957D5dffrnfa9/85jfx4YcfoqcneGqC7u5uOBwOvx/SHvM2kgjbJpFxqdU+ORYQqU/N8ZNtlEgbUZ1ov/TSS9i1axcefvhhRet/+eWXGDFihN9rI0aMQG9vL1papDsIYPD73zabzftTWFgYUb1JGeZtJBG2TSLjUqt9ciwgUp+a4yfbKJE2ojbRbmpqws9+9jO8+OKLMJvNit+XlJTk9/fAwIDk674WL14Mu93u/Wlqagqv0hQS5m0kEbZNIuNSq31yLCBSn5rjJ9sokTaiFgzto48+QnNzM8477zzva319fXj33Xfx9NNPo7u7GykpKX7vGTlyJL788ku/15qbm5Gamoq8vLyg20pPT0d6erq6O0BCnryN70o8jsS8jQSwbRIZmVrtk2MBkfrUHD/ZRom0EbVPtGfOnIm6ujrs3r3b+zN16lTccMMN2L17d8AkGwAuuugi/O1vf/N77a9//SumTp2KtDT+t81omLeRiIg4FhAZG9sokTai9ol2dnY2Jk2a5PdaZmYm8vLyvK8vXrwYX3zxBV544QUAwM0334ynn34ad911F2666Sa89957eP7557Fp0ybd60/KMCcqERFxLCAyNrZRIvUZIo92MMeOHUNjY6P376KiIvzf//0f7rzzTjzzzDMoKCjAU089xRzaKjjucKGt0w2HqxdWSypyM0wYYVX+3Xk5zIlKRES+Y4G9y42WDjc+bemE1ZKG/Exl44TnfQ5XT0jvIyIxNe7XtLyfJIo1hppov/32235/b9iwIWCdSy65BLt27dKnQgmisbUTi7fUYUd9q/e1yuI8rKwqxei8zCjWjIiI4s3RdmdAzt7pJflYNacMBTkW1d9HRPrg/SSRv6jn0aboOu5wBXSKAFBT34olW+pw3OGKUs2IiCje2LvcAZNlYDBX772b98DeJZ2vN9z3EZE+eD9JFIgT7QTX1ukO6BQ9aupb0dbJmxciIlJHS4c7YLLs8e6hFrR0SI854b6PiPTB+0miQJxoJziHqzei5UREREo5XD2yy08EWR7u+4hIH7yfJArEiXaCs5rlv6YvWk5ERKSU1SyfijM7yPJw30dE+uD9JFEgTrQTXG6mCZXFeZLLKovzkJvJaK5ERKSO/CxTQK5ej+kl+cjPkh5zwn0fEemD95NEgTjRTnAjrGasrCoN6Bw9USKZkoGIiNRiyzBh1ZyygEnz9JJ8rJ5TFjS1ULjvIyJ98H6SKBCf44gTR9udsDt74HD2wGZJg9WSpjjdyei8TDx23ZRTeQ/NqcjNDD3vIfObxq5Qzh3PMxFFoiDHgjVzy9HS4cYJVw+yzWnIzwrMsd3R3YOcDBPcvf3o6O6F1ZKGVXPKcMLVA7vTP0cv+yXSmtJrLJavRVHdRTmyR+dl4pHvTg77fpTiU6RtIpbbFCfaceBIayeWSOQtXFFVijEK8xaOsJoj+m8j85vGrlDOHc8zEanBliF9o+TpYz460oan5pbjkb8cDBjb5lcU4fZNtehy92HW+OFYduUELN26l/0SaUbp2BfLY6So7kpyZMfy/pM2Ir0mYv2a4qPjMe5ouzNgkg0MplJYuqUOR9udmteB+U1jVyjnjueZiLTk28dUVxZh/Y4GybFt/Y4GVFcWAQDGjrJi8ZY69kukGaVjXyyPkaK6H213CnNkx/L+kzYivSbi4ZriRDvG2Z09snkL7U7tU54wv2nsCuXc8TwTkZZ8+5jywpygY9uO+laUF+YI12O/RGpQOvbF8hgpqrvoXrOt0x3T+0/aiPSaiIdrio+OxziHYCKtR25R5jeNXaGcO55nItKSbx/T3dsvu65nuWg99ksUKaVjXyyPkZHW3eHqRVpKUkRlUPyJ/LqK3TblwYl2jLNaop9blPlNY1co547nmYi05NvHpKfKP3DnWS5aj/0SRUrp2BfLY2SkdbeaU5GWwrZI/iK/rmK3TXnw0fEYZ7OkyeYttAkm4mpgftPYFcq543kmIi359jG1Te2oCDK2VRTnobap3btesDGQ/RKpQenYF8tjpKjuonvN3ExTTO8/aSPSayIerilOtGNcQY4FK4LkLVxRVapLRD7mN41doZw7nmci0pJvH7OupgELKooCJtuVxXlYUFGEdTUNAICDxxxYWVXKfok0o3Tsi+UxUlT3ghyLMEd2LO8/aSPSayIerqmkgYGBgWhXQm8OhwM2mw12ux1WqzXa1VHFF21dcLh6vTlJreZUnJ6bIbmuVD46ABHnqPOUK5UXlYwtlHOn5XmOx7ZpFLt370Z5eTkuv28DcgvPCem9bU2f4K/L56O2thZTpkzRpoJkeHq1T+945uyBLSMNppRknHD1IDM9DVnmVHR298Lh9O9/OP6Q1pReY9G6FtVon0fbnbI5sP3yaJtTkZtpCkgNK8q1TYkn0jYRy/07v6MdB462O3Hvy3Vh50GeVpKPhTOKUb1hJ7rcfbLvlxMsLyoZXyjnjueZiLRypLUzIGWl5wmtMSdz9Uphv0RaU3qNxeq1qCRP9girWXbSHOs5j0kbkbaJWG1TAB8dj3lq5EHefqgFa7Yd8uYlDfZ+IiIirRxtdwZMsoHB9EFLt9ThaLszSjUjim/HHS5hnmyReMh5TKQ2TrRjnFp5kH3zkgZ7PxERkVZEuXrtgnSWRBSetk63ME+2SDzkPCZSGyfaMU7NPMhS+UhjIUcdERHFPodgIs3xiEgbDldvRMsH12H7JRqKE+0Yp2YeZKl8pLGQo46IiGKfVZCOkuMRkTasZvmQTaLlg+uw/RINxYl2jFMrD7JvXtJg7yciItKKKFevTTARJ6Lw5GaahHmyReIh5zGR2sKeaPf39+OTTz5BTU0N3n33Xb8f0o8aeZCnleTjtstKvHlJg72fiIhIKwU5FqwIkqt3RVUpoxYTaWSE1SzMky0SDzmPidQWVnqv999/H9dffz2OHDmCoWm4k5KS0NfXp0rlSJmCHAvWzC1XlGMu2LoA8OqtlTGZo46IiOLDmLxMPPLdybA7e7zjkW1ILl8iUt/ovEw8dt0UYZ5sOaHcjxIlgrAm2jfffDOmTp2K119/HaNGjUJSUpLa9Yp5nuTqDlcPrJY05GeG3tFIlQFAslw18iCzIzQONa4fIiK9hdN3HXe4Tt3cW1KRm2HC+FFWnWpMiSzRxtqQ9jfMW/tYznlMiUurviCsifahQ4fwpz/9CcXFxRFXIB4dbXcG5BKcXpKPVXPKFP9XXqqMaSX5WDijGNUbdqLL3RdWuWR8alw/RER6C6fvamztDMjf63lcdXRepuZ1psSVaGOtaH/ZFilRadkXhPUd7QsuuAD19fURbThe2bvcAScLGMwheO/mPbB3ifMIBitj+6EWrNl2CNWVRWGVS8anxvVDRKS3cPqu4w5XwI09MJi3d8mWOhx3uDStMyWuRBtrRft7tN3JtkgJSeu+QPEn2nv27PH+ftttt+E//uM/8OWXX6K0tBRpaf6RQMvKyiKqVCxr6XAHnCyPdw+1oKXDLXwUQa6MHfWtqK4o8ntNablkfGpcP0REegun72rrdAfc2HvU1LeirdMd0vdDiZRKtLFWtL92Zw/bIiUkrfsCxRPtKVOmICkpyS/4WXV1tfd3z7JED4bmcPXILj8hWK6kjO7e/rDKJeNT4/ohItJbOH2Xw9UrKFN+OVG4Em2sjXR/2RYpXmndFyieaDc0NIhXIljN8nk+swXLlZSRnhr4xL+Scsn41Lh+iIj0Fk7fZTXL34KIlhOFK9HG2kj3l22R4pXWfYHi72iPGTPG+3PkyBGcfvrpfq+NGTMGp59+Oo4cORJRhWJdfpYpIIegx/SSfG8qrXDLqCjOQ21Te1jlkvGpcf0QEektnL4rN9MUkLfXo7I4D7mZ7O9IG4k21or212ZJY1ukhKR1XxBWMLQZM2bg66+/DnjdbrdjxowZistZu3YtysrKYLVaYbVacdFFF+GNN94Iuv7bb7+NpKSkgJ8DBw6EsxuasGWYsGpOWcBJm16Sj9VzyhQ95x+sjGkl+bjtshKsqzn1dEEo5ZLxqXH9EBHpLZy+a4TVjJVVpQE3+J5Ix/xOKGkl0cZa0f4W5FjYFikhad0XhPUsiOe72EO1trYiM1N5CoAzzjgDq1at8qYJ27hxI66++mrU1tZi4sSJQd938OBBWK2ncmwOGzYshNprryDHgjVzy9HS4cYJVw+yzWnIzwotH1uwMjrdfdj804vhcPbAZkmD1ZKGUTmWgDykp2WYkJ6arEku73gbgIxGjeuHiEhvofRdvmPWsisnwJSSjNbObmSmpyHbnAp3bz/+1dSGnAwT3L396Oju5RhEqkq0sVa0v6PzMrFqThlOuHrhcA7e82WbU3FGboa3DKmc92pPwnnfSXrTsi8IaaJ9zTXXABgMfDZ//nykp6d7l/X19WHPnj24+OKLFZd31VVX+f29YsUKrF27Fu+//77sRHv48OHIyckJpeq6s2VEfoKGlhEsx+GKqlKsemM/3th7HACQYUrB8/Om4tm36rHdZ101cnnHc45JI1Hj+iEi0puSvivYWHb/VRPxZbsLy1//GLWN7Xhqbjke+ctBv/U4BpGaEm2sldvfI62dWBLkHnNMXqYuebZ530nRolVfENJE22azARj8RDs7OxsWy6mL3mQy4cILL8RNN90UVkX6+vrwxz/+EZ2dnbjoootk1y0vL4fL5cKECRNw3333hfS4eqySyze6dEsdFlQUeSfa1ZVFePqt+oB1PTnh1swtF15MorxySsogIvU1NTWhtVU6DYucgwcPalAbotDIjWUPvboPt15WjB31rbj1smKs39EQ0ThGRMocbXcGTLKBU/eYq+aUyebZfuy6KRF/ss37TopHIU20169fDwA488wzcffdd4f0mHgwdXV1uOiii+ByuZCVlYUtW7ZgwoQJkuuOGjUKzz33HM477zx0d3fj97//PWbOnIm3334b06dPD7qN7u5udHd3e/92OBwR11tvonyji64Y5/27vDAHT2+rl1xXjVze8ZhjkqIjHtqmnpqamjB23Hg4uzrDLsPtjq+0NaQdLdqn0rFMjXGMKJ6p2T5FebRPuHo1z7PN+06KR2F9R/uBBx5QrQJjx47F7t270d7ejs2bN2PevHl45513JCfbY8eOxdixY71/X3TRRWhqasKjjz4qO9F++OGH8eCDD6pW52gQ5TDscJ3KXS6VZ9uXGrm84y3HJEVHPLRNPbW2tsLZ1YmLfvwQskeODum9X+77AHu2rEVvL/OhkjJatE+lY5ka4xhRPFOzfTqcgjzaouUq5NnmfSfFI8UT7fLycskAaFJ27dqluAImk8kbDG3q1KnYuXMnnnzySfznf/6novdfeOGFePHFF2XXWbx4Me666y7v3w6HA4WFhYrraASiHIZZ5hTv71J5tn2pkcs73nJMUnTEQ9uMhuyRo5FbeE5I73F8mdipFyl0WrRPpWOZGuMYUTxTs31aLYI82qLlKuTZ5n0nxSPF6b1mz56Nq6++GldffTW++c1v4vDhw0hPT8ell16KSy+9FGazGYcPH8Y3v/nNiCo0MDDg9yiMSG1tLUaNGiW7Tnp6ujeFmOcn1ojyjTY7Th2z2qZ2VARZV41c3vGYY5KiIx7aJlG80qJ9isayzu7BT8bUGMeI4pma7VOURzvbnKp5nm3ed1I8UjzRfuCBB7w/X331FW6//Xa89957ePzxx/H444/jH//4B+644w4cP35c8caXLFmC7du347PPPkNdXR2WLl2Kt99+GzfccAOAwf/W/ehHP/Ku/8QTT2Dr1q04dOgQ9u3bh8WLF2Pz5s249dZbQ9jl2CSXb3RFVSk2f9TkfW1dTQNunVGMaRrk8o7XHJNERKQ9ubHs/qsmwt0zgMriPKyracCCiqKAyTbHICL1FeRYsELmHvOM3AzN82zzvpPiUVjPevzxj3/Ehx9+GPD6D37wA0ydOhXr1q1TVM7x48fxwx/+EMeOHYPNZkNZWRn+/Oc/Y9asWQCAY8eOobGx0bu+2+3G3XffjS+++AIWiwUTJ07E66+/jm9961vh7IamQskDqDQv4ei8TKyeUwaHq9eb581qTsXpuRm478qJuG3mOd782jZLGh67djK+VpjvUKoO0cgxGcpxk1oXAPMvEhEZ2Oi8TDx23RTvmJNtTkWGKQUtJ1wYmZPuzeXb4erB8qsnwd3XD7vz1Jjn6ulDbWObXx/P3LvaiubxDbZtnnN1jRHk0R6dl4lHvjsZdmeP957QZkkLSLsVSa7tRMttrrVEaiOifY3WsQhrom2xWFBTU4OSkhK/12tqamA2K/+v1vPPPy+7fMOGDX5/33PPPbjnnnsUlx8toeQBDCUvodS6M8cNw/1XTcR9W/f6bW9aST4WzihG9Yad6HL3RVQHvRplKMdNat1Q9pmIiKJnhNWMEVaz3/iTn2XCH358IRZt3hMwHi27ciJu+N37GDcyG/MrinD7plp0ufswa/xwLLtyApYOGQPZ96snmrmNg217+exJeOi1j/Hm/mbd6xSvRHm0lVwHauTaTrTc5lpJpJzkon2N5rFQ/Oi4rzvuuAM//elPceutt+LFF1/Eiy++iFtvvRULFy7EnXfeqXYdY4ooD6C9y+19TS6f6JItdTjucAnXHV9gw5ItdQHb236oBWu2HUJ1ZZFqddBSKMct2LpK95mIiKJv6Pizek4ZHnptn+R49MvX9mH1nDLU1Ldi/Y4Gbz8/dpQViyXGQPb96ghlbNZz20u21GHcKGvA6zzn4fm8rUs2j/bnbV3C68Ao95MU3XarN9G+Hne4onoswppo33vvvXjhhRdQW1uL22+/Hbfffjtqa2uxYcMG3HvvvWrXMaYoyQPoIcon2tYpXre8MCdoGTvqW1FemKNaHbQUynGTW1fJPhMRUfQNHX+GW9Nlx6Ph1nQA/v283BjIvj9yoYzNem67RmKs16NO8UqUJ/uEq1d4HRjlfpKi2271JtrXts7oHouw4/Ffd911uO6669SsS1wIJQ+gKO+g7/Jg64pyjUotD7cOWgrtuMmvK9pnIiKKvqHjiyeHdjC+yz39PPNtayuauY3DGesBnvNwiPJki47pCVcP3H0D8tvQ6X6SEisnuWhfRded1sci8sR35CeUPICivIO+y4OtK8o1KrU83DpoKbTjJr+uaJ+JiCj6ho4vnhzawfgu9/TzzLetrWjmNg5nrAd4zsMhypMtOqbZ5jT09Mn/00uv+0lKrJzkon0VXXdaHwvFj46fdtppaGkZ/Og9NzcXp512WtCfRBZKHkBRPlHfvITB1q1tag9aRkVxHmqb2lWrg5ZCOW5y6yrZZyIiir6h40+zo1t2PGp2dAPw7+flxkD2/ZGLZm5juW1XSoz1etQpXonyZGebU4XXgVHuJymxcpKL9jU3M7rHQvFE+9e//jWys7O9v8v9JLJQ8gDK5RMdmpcw2Lr7j9qxoqo0YHvTSvJx22UlWFfToFodtBTKcQu2rtJ9JiKi6Bs6/izavAfLrpwYNMf2os17UFmchwUVRd5+/uAxB1ZKjIHs+9URzdzGctteWVWKg8ccutcpXp2RmyHMoy26DoxyP0mJlZNctK8jrOaoHoukgYEB+S9VxCGHwwGbzQa73Q6r1Sp+Qxg8+dqU5AH0yzloTkVuZvCcg0fbnbA7e7z5sq0ncxhK5S00pyZrUgcthXLcpNbtcvehXZDjMVyR5IYkZfRom7Fs9+7dKC8vx+X3bUBu4TkhvffIzr/h/d89gMq71uL0sZNDem9b0yf46/L5qK2txZQpU0J6L8UPrdqn37iWkYas9FR0dA/m8s02pyHTlIKWjm5kpKci++Qyu9O/Hw5l7KDQyR1frfPTBtu27+tWSxrMaSlwuHrgcMqP0fGaW1iN9vl5W1fQPNqAsns00f1kvB5/I4qV+1Y1rgnRtSlartWxCusLEzfccAMuvfRSXHLJJTjnnNBu9hJFKHkAPflERcLJJ3n28CxV66C1UI7b0HXVyN8YjJZlExElKrn8puNGnposjFaQx5c369oJNjbrkZ822LZ9X29s7cTP//Qv4RidSLmFQ3W03YnFL9fJHhsl92hy95M8/vqJlWOtVj1F16bcci3v8cNK75WVlYXHHnsM48aNQ0FBAebOnYvf/OY3OHDgQESVoeCYT1KelvkbmRuSiEh9oeR6TaS8sLHCKOdE6RhtlPoakR7HhsdfP7FyrI1QT63v8cOaaP/nf/4nDhw4gKNHj+Lxxx+HzWbDk08+iYkTJ2LUqFERVYikMZ+kPC3zNzI3JBGR+kLJ9ZpIeWFjhVHOidIx2ij1NSI9jg2Pv35i5VgboZ5a3+OHNdH2yM7ORm5uLnJzc5GTk4PU1FSMHDkyogqRNOaTlKdlPnCj5BonIoonoeR6TaS8sLHCKOdE6RhtlPoakR7HhsdfP7FyrI1QT63v8cOaaC9atAgXXngh8vPzcd9998HtdmPx4sU4fvw4amtrI6oQSWM+SXla5gM3Sq5xIqJ4Ekqu10TKCxsrjHJOlI7RRqmvEelxbHj89RMrx9oI9dT6Hj+sifavfvUrNDQ04IEHHsALL7yAxx57DN/5zneQk5MTUWUoOOaTlKdl/kbmhiQiUl8ouV4TKS9srDDKOVE6Rhulvkakx7Hh8ddPrBxrI9RT63v8sCbatbW1WLp0Kf75z39i+vTpGDlyJL73ve9h7dq12L9/f0QVImnMJylPy/yNzA1JRKS+UHK9JlJe2FhhlHOidIw2Sn2NSI9jw+Ovn1g51kaop9b3+Krk0f7Xv/6FJ554Ai+++CL6+/vR19cXaZGaiuVcvUrySSZyDlEt84EbJdd4PIvltqkH5tGmaNKqfYYyfnGsMx6jnBOlY7RR6qs2NdqnHscmXo+/EcXKsTZCPbW6xw/7wfPa2lq8/fbbePvtt7F9+3Y4HA5MmTIFM2bMiLhSRhVKQvVg66qVEH0AAJJO/R1K/mkjUCM5vZRg+Ruljrs5NTmkOkiVHWw/pF4HEPH1Q0QUqzz9Wkd3D2yWNLh6+9Hh6kVepgl9/QMB45rve3z7wrOHZ0Wj+glNyZiUlASkpiSh+UQ3Pm3pDHucC3f8M6cmIy0lGWkpSUhLTYbZJ3aNb5lZ6akwpSQjKQkB11uiO9HdC3dfP7p7+2Hu68eJ7l7V7z1i7X41mkRtQbRcjWOtxrxFj3oebXfC7uyBwzk4vlgtaSHl4ZbL/x6JsCbaubm56OjowOTJk3HppZfipptuwvTp0+P6E6hQEqoHW/eXsyfhwVf3YduBr7yvh5IQPVaSz4vovR9SieinFedj4YxiVG/ciS53X1h1CLYfy2dPwkOvfYw39zef2l7Jye1tEG8vXs4zEZGHp1/76Egbnppbjkf+chC1je14am45fv3mJ379s6e/SwJwD/vCqJMbkzznyPe8Sp1LJePcrPHDsezKCVi6dW/I5zxYHVfPKcMAELCsojgPCyqKMPe3H2DqmFxeUwCOtHZiyZB7pcriPKyoKsUYBfeopC7RvaAe94pS98+hzFuU7IcajHzthvUd7d///vdobW3Fhx9+iEcffRRXXnml5CT7888/R3+/dNqpWBJKQnW5dZduqcOEApvf60oTohshqbsa9N6PYInot9e3YM1bh1BdWRRWHeT2Y8mWOowb5d8eth9qwZpt4u3Fy3kmIvLw7deqK4uwfkcDdtS3+v3uy9Pfvf3JV+wLo0w0JnnOkehcKhnnxo6yYvGWupDPuVwd3/7kKyz6U+CyHfWtWL+jAdWVRbymAHze1hUwUQEG71GXbqnD521dUapZYhK1u+MOl+b3isHun5XOW5Tshxr1PNrulL12j7Y7I95GJMKaaAebWA81YcIEfPbZZ+FswlBCSagut25NfSvKC3MkXxclRDdCUnc16L0fconod0icD6V1COc8K9levJxnIiIP336tvDDH2yf7/j7Uu4daMDw7Pegy9oX6EI1JnnMkOpdKxrlQylBax+HZ6dheL73Md0xO9GvqhKs36LGvqW/FiQhzCVNoRO2urVP7e0W5+2cl8xZAn3tau7NHtp52Z3Rzhoc10VZKhThrhhBKQnXRut290p/wixOmRz+puxr03g/RcZU6H0rqEO55Fm0vXs4zEZGHb7/m2wcG6yeVLGdfqA+lY53oXCoZ50Ipw5dcHUO5xhL5mnIIJiOJfGyiQdTuRPe2apwv8bxE/M8XPe5pjX7tajrRjhehJFQXrZueKn3IxQnTo5/UXQ1674fouEqdDyV1CPc8i7YXL+eZiMjDt1/z7QOD9ZNKlrMv1IfSsU50LpWMc6GU4UuujqFcY4l8TVktvPcwElG7E93bqnG+xPMScZgvPe5pjX7tcqKtQCgJ1eXWrSzOQ21Tu+TrooToRkjqrga990MuEX2FxPlQWodwzrOS7cXLeSYi8vDt12qb2lFxsk/2/X2o6SX5aD7RHXQZ+0J9iMYkzzkSnUsl41xtU3vQ8VrunMvVsflEd9BlvmNyol9T2ebUoMe+sjgP2QomVaQeUbvLzdT+XlHu/lnJvAXQ557WZkmTradNMBHXGifaCoSSUF1u3RVVpdh/1O73utKE6EZI6q4GvfcjWCL6acX5uO2yEqyraQirDnL7sbKqFAePOfy3V6Jse/FynomIPHz7tXU1DVhQUYSK4jy/3315+rtLzxnGvjDKRGOS5xyJzqWSce7gMQdWVpWGfM7l6jjjnGGSyzxRx9fVNPCaAnBGbgZWSNwreSI3n5GbEaWaJSZRuxthNWt+rxjs/lnpvEXJfqhRz4Ici+y1G+1sAkkDGn6R2mq1Yvfu3TjrrLO02kRYHA4HbDYb7HZ7SCnJQkmoHizv3NCE6KdlmpAeJJ/z0DJOyzi1rtGTz4vonZxeKr9epiklpDoMLcNmSUNGkDK+aOuCw9XrXTfbnIqs9FTF29P7+BhFuG0zUezevRvl5eW4/L4NyC08J6T3Htn5N7z/uwdQeddanD52ckjvbWv6BH9dPh+1tbWYMmVKSO+l+BFp+/T0a53dg2Odbx7tnr4BdLl7kW1OgzktGSe6T/WfppRktHa6kWUOL4crhUcq97Td6UZmuv+Y5HuvYrOkIj01GQ5nDzLT05BlTkVndy/szsD8ucHuk3zHP6slDZnpqehw9frVw+Fyw2oxwd3bj47uXlgtachKH9yWwxk4bvqWmSmzL7FMSfsU5TP+vK0LJ1y9OOHsQfbJexdOsqNHlMM60tzRSqixDdE9rei6VMJz3+25dq3mVJzuc+2qsY1waPosSLwEQ/NQmlBdlDNuaCP5j021Abkk77tyApZuqUONRO66s4dnqbRH0aNGcnql5M6H0mMpl6NvaBmhrBuMnseHiEgPSvq1I62duGfzHr/+0/Pp44/W/ZM5j3WiNPetKMf23X/8l+Lc1r7le66To+3OgDIuGzcMi/5tfMA463n/WcMCx1npay+xckOLzqmRcxEnItH5UiPHdaR1UEqu71djG0fbnbj35bqgZeiRyzsYTR8d//jjjzFmzBgtN2E4auTcHjvKiiVDJtlAaLnraJAaOfxCydFn9Hx+RERGFaz/ZM5jfSkdN5Xm2B66LFhua6XlTyiw4aHX9inK2U2DROfqC0Eebd676Et0vo62OyPOcR1pHdRoZ2pswwg5x+Uo/kT7mmuuUVzoyy+/DAAoLCwMvUYxTknOOM9/deRyST69rV6yDE/uOj46p0wo5yMYJTn6PP8RC2VdokTS1NSE1lbptiGSl5eXkONJopHrP3fUt6K6ogiA8r6bwqN03BStN+/iMyWXyeW2VlK+3D0Srw1ponPlEOTR5r2LvkTnS3SvqcY8QY37Zz22oUbOcS37C8UTbZvNplkl4okaObdFeR+V5K6jQWrk8AslR5/R8/kRRUNTUxPGjhsPZ1dnWO+3ZGTi4IH9nGzHOVH/yZzH+lA6birNsa30daXlh5tvO5EJ8zLz3sVQIj1faswTdMmBrcY9ugFyjstRPNFev369lvWIG2rk3BblfVSSu44GqZHDL5QcfUbP50cUDa2trXB2deKiHz+E7JGjQ3rviS8b8d7v7kdraysn2nFO1H8y57E+lI6bSnNsK31dafnh5ttOZMK8zLx3MZRIz5ca8wRdcmCrcY9ugJzjcpjeS2Vq5NyWyyWpNHcdDVIjh18oOfqMns+PKJqyR45GbuE5If2EOjGn2CXXfzLnsX6UjptKc2wPJZfbWkn54ebbTmSic2UV5NHmvYu+ROdLdK+pxjxBjxzYamzDCDnH5YQ90f7Tn/6E6667DhdeeCHOPfdcv59EpkbO7YPHHEFzwinNXUeD1MjhF0qOPqPn8yMiMqpg/SdzHutL6bipNMf20GXBclsrLf/jo3Ysu3KiopzdNEh0rk4X5NHmvYu+ROerIMcScY7rSOugRjtTYxtGyDkuJ6w82k899RSWLl2KefPm4be//S0WLFiAw4cPY+fOnVi4cCFWrFihqJy1a9di7dq1+OyzzwAAEydOxP33348rrrgi6Hveeecd3HXXXdi3bx8KCgpwzz334Oabbw6p/uHmGgSgOAdbKHmQg+Wo87zuKcPmk/tZ7TxwoeaXk8vxraQMUf5M3zK6e/vxtUwewVD2z/d8dLr7JI97sGPhyS/pOJkPNNuciuyTubGHrit17oINVJFea+Ech6HlRiu/4FDMoy0vVvNoR1Jv5vA2jlDbp1y/4lnWcTKndndvv7dvzUpPRQfzaGvG99jbTuYzdzgDx1fPON3RPZjrvLtvcD1bRiqy09PgdPf55bY+4XIj22yCu+9UbmtLWgpOuHpgd57KsW139sBqTkN6Wgoczh5v/u1g59l3/LaYUpCWkoz2rm7kZKSjp68fTndfwH3W0HsMqzkN3T19aHeqP/bF0vgpyoksdZ9zhgFyEcci0bFSciyVnq9gec+VbENpbvVg14Qax0KNHNiiYxXKvExNYT3E/+yzz+K5557D3LlzsXHjRtxzzz0466yzcP/99+Prr79WXM4ZZ5yBVatWobi4GACwceNGXH311aitrcXEiRMD1m9oaMC3vvUt3HTTTXjxxRexY8cO3HLLLRg2bBjmzJkTzq5IGppvLcOUgnXzz8cz2+r9ImXK5WBTmgc5WB68FVWleOTPB/B63Zdh1yHc/RWVO7TOGaYUPD9vKp59qx7bJXJaDi1Dbp9/+drHeHN/s/f1aSX5uOXSs3Hjxg/R5e7zrhtqnsCh50MuX+STb36Cl2uPel+/snQkfv5v4wLWn1acj4UzilG9cae3br77rOScqHGtKSV1nmeNH45lV07A0q17o5JfkIjiU7BxxTeH8kdH2vDU3HI88peDkn2xzZyGe6KU+zReec6L3LFfWVWKtJRk3OOz3q/f/AQ76luRYUrBU3PLsX7Hx37vCzaWVBbnYX5FEW7fVIsudx8qivPw48qz0NrpxvM1DUHzpZ87Osc7znvGb6V5g4Ott+zKibjphQ/R0uFWbeyLZn7eUImOnyiPdizta7SJjpWSY6nH+dIjt3qk21DjWAHK52VqC+vR8cbGRlx88cUAAIvFghMnTgAAfvjDH2LTpk2Ky7nqqqvwrW99C+eccw7OOeccrFixAllZWXj//fcl1//Nb36D0aNH44knnsD48ePx4x//GNXV1Xj00UfD2Q1JUvnYqiuLsGbboYB0FJHmYDvucAXNg7d0Sx2uOfcMzesQag47qTpXVxbh6SGT7GBliPZ53Cj//8JuP9SCp9+qR3Vlkd+6keQJFOW6nl9R5Pd61blnSK6/vb4Fa9465Fe3SHP/6X2ex46yYvGWuqjlFySi+CM3rvjmUK6uLML6HQ2SffF9W+rw9kHpPMzsm8Lje17kjv1Sn2M/dL1g7ws2ltT45EAHBtO0HbM7sa4msAzffOlDx3m5ewel6/3ytX1YPadMtr5q5u810jUqOn6fC/Jof9HWFTP7Gm1q5HXW43yJ6qlkG5EeC1H+diX7obRviJawJtojR4705kMdM2aMd2Lc0NCAMJ5EBwD09fXhpZdeQmdnJy666CLJdd577z1cfvnlfq9985vfxIcffoienuDh2bu7u+FwOPx+gpHKx1ZemBM0X50nB1s42jrdsnnwhlvTNa+Dkhx2ojqHUjfRPpcX5gS8vkPidU+ewHCI8g+mpvg3i+HWdNncrkPrpvR86HmtyeUj1WJ7SoXSNolIX+G2T7lxxTeHslz/s33IGOhLj74pHvmeF6XHfuh6wd4nV97QcXKE1YwaBev6jvOiewel6wXbL1+RjOGhlhGJUNqn6LicEOTRdrh6o7qvsUSNvM56nC9RPZVsQyTS/O1K9kNp3xAtYU20L7vsMrz66qsAgBtvvBF33nknZs2ahe9973uoqqoKqay6ujpkZWUhPT0dN998M7Zs2YIJEyZIrvvll19ixIgRfq+NGDECvb29aGmRPhEA8PDDD8Nms3l/5FLESOVj0ypno+gi7XD16VCH0HLYSdU5lLqJ9jmUvJvh5gkU5oscstz3PEiRqlu4uf/0Ps/RzkcaStskIn2F2z7lxhXfPkfU/8gtZ17f0PmeF6XHfuh64ebGDve8e8Z50XivdD3PeK7G2KdHnmE5od3bCo6fKC8z82wrpkZeZ+E6KpwvPXKrC9tIhNtQcqzUyCkeibAm2s899xyWLl0KALj55puxYcMGjB8/Hg8++CDWrl0bUlljx47F7t278f777+OnP/0p5s2bh48//jjo+klJSX5/ez5BH/q6r8WLF8Nut3t/mpqagq4rlY9Nq5yNotxuWeYUHeoQWg47qTqHUjfRPoeSdzPcPIHCfJFDlvueBylSdQs395/e5zna+UhDaZtEpK9w26fcuOLb54j6H7nlzOsbOt/zovTYD10v3NzY4Z53zzgvGu+VrucZz9UY+/TIMywntHtbwfET5WVmnm3F1MjrLFxHhfOlR251YRuJcBtKjpUaOcUjEdZEOzk5Gamppyp+3XXX4amnnsLtt98Okym0L5qbTCYUFxdj6tSpePjhhzF58mQ8+eSTkuuOHDkSX375pd9rzc3NSE1NRV6edD45AEhPT4fVavX7CUYqH1ttU3tAGgmPSHKw5WaaZPPgNTtO5aDUqg6h5rCTqnModRPtsydPqq8KidcjyRMoyj/Y2+f/n+5mR7ei3K4ekeT+0/s8RzsfaShtk4j0FW77lBtXfHMoy/V304rzguZhZq7k8PieF6XHfuh6wd4nN5YMHSePO1yYpmBd33FedO+gdD3PfZUaY58eeYblhNI+RcclW5BH22pOjeq+xhI18jrrcb5E9VSyDZFI87cr2Q+lfUO0hJ1Hu62tDY8++ihuvPFG/PjHP8Zjjz0WUsTxYAYGBtDdLT24XnTRRfjb3/7m99pf//pXTJ06FWlp6vw3TSof27qaBtx2WQmmqZyDbYTVHDQP3oqqUmzZ9bnmdQg1h51UndfVNODWGcWK6iba54PH/L9jNK0kH7fOKMG6mga/dSPJEyjKdb1hR4Pf61t2fS65/rTifNx2mX/dIs39p/d5PnjMgZVVpVHLL0hE8UduXPHNobyupgELKooCJm6VxXlYXlUaNA8z+6bw+J4XuWO/wufYD13P8/fQ8TDYWFLpkwMdGJxIj7JZsKAysAzffOlDx3m5ewel691/1UQs2rxHtr5q5u810jUqOn5nCPJon56bETP7Gm1q5HXW43yJ6qlkG5EeC1H+diX7obRviJaw8mi/8847uPrqq2G1WjF16lQAwEcffYT29na88soruOSSSxSVs2TJElxxxRUoLCzEiRMn8NJLL2HVqlX485//jFmzZmHx4sX44osv8MILLwAYDLY2adIk/Pu//ztuuukmvPfee7j55puxadOmkNJ7hZJH2zffGgBNcrD55Xs0pyI30z+ntB51CDW/3NA6n5Z5Ko+2kjJC2We/PNo+60YqWK7rYMdCqs7mEPY5GCOc52jlFxyKebTlMY926Nsm9YSbR1uqX/Es6+weXDaYo9m/LxaVQeHxPfZW3zzaQ8bXYOvZLKnINg/m0RaNJVnmVHSezImeeTLftt3pRpY5DZnpqehw9eKEqwcZplSkpSQN5tFODz7OB7t3EK1ntQzm0bY71R/7jHKNKmmfouMX7L7Iwyj7GgtEx0rJsdTjfInW8ea4Prl8aI5rNY6FGvuhtG/QW1gPri9cuBDXXXcd1q5di5SUwe+79PX14ZZbbsHChQuxd+9eReUcP34cP/zhD3Hs2DHYbDaUlZV5J9kAcOzYMTQ2NnrXLyoqwv/93//hzjvvxDPPPIOCggI89dRTqubQ9pDKt+ZJXzAAAMG/Eh6yEVaz5MUQLOebFp1aqPnlzKnJSEtJRlpKEtJSk/2+76Tk+ATbZ6ky0odsy3xyW1IJ7AFIJrWXWleU63rofsidp0iEcp6l9iOU7ctti4MlEalJrl/xXebp19JSkmFKTUamKUVRGYko0jEACHbsk2BKTUZf/wAOfOkYnHhbUpGbYcLZw7P81ktNSUZKchKSkoCkJCA1JQnNJ7rxaUvnYJ2yBt8T3Kn8uyOGzAeLhsnX3Xcc9tTpaHtbwLEQ3WNIHYuhlB7rWLpGRccl05QCp7tPsi0CsbWv0SY6Vie6e+Hu60d3bz/Mff040d0bsP7Qe23zkNgCapwv0TqpKcknb4WTTrb30B+GFm1DdD+uZD+Utnm9hTXRPnz4MDZv3uydZANASkoK7rrrLu+nz0o8//zzsss3bNgQ8Noll1yCXbt2Kd6GWpQkTE8UQ49FhikF6+afj2e21fvlfw71+Egd42kl+Vg4oxjVG3aiyz0YLXTW+OFYduUELN26V1Edls+ehIde+xhv7m8W1s3I59nIdSMiCgf7NeXUPla+5WWYUvDU3PKAHNmeRzh/OWQMrSzOQ3VlEZKQhEf+ctDvPXqcP62vm0S8LhNxn6PlSGtnQP5oT1sbkzf4jyjR+dDjfDW2dgbkqPY8kj06L1PmneQR1ne0zz33XOzfvz/g9f3798flo32ihOueT7oTgdSxqK4swppth/wmuEBoxyfYMd5+qAVrth1CdWWR97Wxo6xYvKVOcR2WbKnDuFHWgNeH1s3I59nIdSMiCgf7NeXUPlZDy6uuLAqYZAODeWiXSoyhNfWtWF/TgGN2Z8B7tD5/Wl83iXhdJuI+R8vnbV0Bk2zgVFv7vK1LeD6OO1yan6/jDlfAJNtTzyVb6nDc4Yp4G4kgrIn27bffjp/97Gd49NFHUVNTg5qaGjz66KO48847cccdd2DPnj3en3ggSrje0pE4HZDUsSgvzAmaLF7p8ZE7xjvqW1FemCO7Pbk61Ax5f7C6Gfk8G7luREThYL+mnNrHamh54Yyh2+tbgz6qqeX50/q6ScTrMhH3OVpOuHpl29oJV6/wfLR1an++2jrdsvVs6+Q1oURYj47PnTsXAHDPPfdILktKSsLAwACSkpLQ19cXWQ0NQJhwXUHS9nghdSy6e/sl1jxFjaT2vtuQ2p6oDsGW+9bNyOfZyHUjIgoH+zXl1D5WQ8sLdwyVe59W50/r6yYRr8tE3OdocTjFxzpN8D1oh6tXWEakRNsQLadBYU20GxoaxCvFEWHCdQVJ2+OF1LFIT5XvENRIau+7DantieoQbLlv3Yx8no1cNyKicLBfU07tYzW0vHDHULn3aXX+tL5uEvG6TMR9jharRXysTYKJtiiHtRrnS7QNJXm0KcxHx8eMGaP4Jx6IEq570jElAqljUdvUHpCL00Pp8ZE7xhXFeahtavfb3tB8eXJ1qBzy/mB1M/J5NnLdiIjCwX5NObWP1dDywhlDpxXnBf2eppbnT+vrJhGvy0Tc52jJNqcG3MN6VBbnIducKjwfuZnan6/cTJNsPXMzeU0oEdZEGwB+//vfo6KiAgUFBThy5AgA4IknnsD//u//qlY5oxAlXE+kVAdSx2JdTQNuu6wE0yI4PsGO8bSSfNx2WQnW1Zx6iuLgMQdWVpUqrsPKqlIcPOYQ1s3I59nIdSMiCgf7NeXUPlZDy1tX04AFFUUBN9aeSMhDx9DK4jwsqCzCKJslYIKu9fnT+rpJxOsyEfc5Ws7IzcCKqtKgbe2M3Azh+RhhNWt+vkZYzVgZpJ4rq0oNmUrLiJIGBgYGQn3T2rVrcf/99+OOO+7AihUrsHfvXpx11lnYsGEDNm7ciLfeekuLuqrG4XDAZrPBbrfDarWK33CSkoTpicIvMfzJXJv9/QNod/bA4eyBzZIG68mE86Hk/ZQ6xl3uPslyh9bhtAwTBoCAeo2wmnG03Qn7kDIyTSmyObeVnGc1cpqGQqpugHTu8HDK1Ws/ggm3bcaSpqYmtLZKBxgROXjwIL7//e/j8vs2ILfwnJDee2Tn3/D+7x5A5V1rcfrYySG9t63pE/x1+XzU1taGlVli9+7dKC8vD6vekW6b1KNV++TYqlw4x8q3f7dZ0pCZnooOVy8crh5kpafClJIMu9ONLHMazGkpcLh6BvNom1ORmzk4hg4db7PTU9Hh7kWnqxf5Wenocvehy33qd4erFzZLKrLNaXD19MHuDBxbpO4jQrl5lxrXQ01rJDf2hXtdRms8VaN9si2qR3QdfN7WhROuXjhOto1scyrOyM3wK0PURtRoAyKibSi53kX7ISpDjTYVrXYZ1gP2a9aswW9/+1vMnj0bq1at8r4+depU3H333apVzmiUJExPBMHyXd9y6dm4ceOH3nzXM8cNw/1XTcR9PvmuAfk8f0OPsVQOP6ly5fJo/3L2JDz46j5sO/CV9/XK4jz84juT8P3n3vNGZ/Stl5LzHI2ck0OPjxp1YO5M/TQ1NWHsuPFwdnVGVI7bzcA0FD84tioX6rFSkit7aH9fAEvQMjwqi/NwY+VZGMAAHvvbJzj45Qn84ccXSubcnV9RhNs31aLL3ef9xK2nrz+i/Lxq5PcVjX3hXJexPp6yLapDdB2okUdbjxzXauTyFtVTj3zh0WyXYT063tDQgPLy8oDX09PT0dkZ2Q0kGZtcvuun36r3y3c9vsCGJUPyXQPK8/wFy+EnVa5cHu2lW+owocDm93pNfSt+8cperJ5TFnK9AGPknFSjDkbYj0TS2toKZ1cnLvrxQ7j8vg0h/5RV/RQA0NvLaJ9EJE9prmy5/j7YGFFT34pjdifW1QyWt3pOGR56bZ9kzt31Oxq89wbvHmrB2598haUR5OdVI7+vFmMfx1MCxNfBF4I82kfbncIyjrY7Nc9xrUYub1FblZoAh7qNSPdD63YZ1kS7qKgIu3fvDnj9jTfewIQJEyKtExlYpPmuPZTk+QuWw0+tPNo19a0Ybk0PuV6AMXJOqlEHI+xHIsoeORq5heeE/JORNzLaVSeiGBFKruxg/b3cGDHCakbNyfKGW9ODlj303mB4djq2R5CfV438vlqMfRxPCRBfBw5BHm27s0dYht3Zo3mOazVyeYvaqt3Zo3m+8Gi3y7AeHf/5z3+OhQsXwuVyYWBgAP/85z+xadMmPPzww/jd736ndh3JQCLNd+1LlOcvWI4+NfNod7gC87yrkfdbj5yTatTBCPtBRETqCzVXtlR/LzdG+JYnNZYGW1dUj0jz9yrJ76vF2MfxlADxdaBKHm1BGWrkuBbuh4Jc3u4++TBgke5HLNznhjXRXrBgAXp7e3HPPfegq6sL119/Pc444ww8+eST+P73v692HclAIs137UuU5y9Yjj4182hnmVNCrtdg3aKfc1KNOhhhP4iISH2h5sqW6u/lxgjf8qTG0mDriuoRaf5eJfl9tRj7OJ4SIL4OVMmjLShDjRzXwv1QkMu7p0/+n2qR7kcs3OeG9ei40+nEDTfcgCNHjqC5uRnvv/8+7rzzTpxxxhlq148MJtJ81x5K8vwFy+GnVh7tyuI8NDu6Q64XYIyck2rUwQj7QbHj4MGD2L17d8g/Bw8ejHbViRJOKLmyg/X3cmPEcYcL006W1+zoDjreD703aD7R7X3fUEry86qR31eLsY/jKQHi68AqyKNts6QJy7BZ0jTPca1GLm9RW7VZ0jTPFx7tdhnWRPvqq6/GCy+8AABITU3Fd77zHTz++OOYPXs21q5dq2oFyVjk8l3fOsM/3/X+o3asGJLvGlCe5y9YDj+pcuXyaK+oKsX+o3a/1z1Rxxdt3hNyvQBj5JxUow5G2A8yPpe9FUhKwve//338f/buPT6q+s4f/yuXmczkMklICAZNJBoEhQBBrUoC3r7q11ZbWKq7rF0F1F1bwW35uirgZVFuWm1dtatrK2i31e6vRaxaa1urXMJqqxBLVEBi0aRyiYlJJjOZazK/P8IMczm3mXPmzDkzr+fjweNB5pw553POnM9t5vP5vJubm5P+Fx7pxNXSifSjNFa2VHkvVke0NlahttyOJa0NaGmswp1b9uKeq6YJxtxd0tIQaRvMm1yNi88YLxpHWEl8Xi3i+6aj7mN9SoD8c3CyTBzt8Ir3UseYWGFPe4xrLWJ5y+XViRX2tMcLz3S+TCmOdnV1NbZv345p06bhJz/5CR5//HG0t7djy5YtuPfee7Fv3750pFUzuRCrF0hvzDihmHh5AL4MvxYVf1NJrECpNPuCo4LHFYr36A2OSsbRDu9bHhVHW028SCPEnNQiDUa4DiD786aaeNKAuljYWry3+VurMH5S8uk++uGfsHfrkxmJ4U3ayfb8mU2i6+hyeyGKCvPh9AQSY2XbC2ErzMfg8W1i7YT4OqLUVgi3LwiXN4ByuxX+kVH4AkGU261wH4+jHYm37Qti0JMYP1esbaC07RLTDolqGyQjHXVfpupT5k/taNF+losd/Xn/MJzeIIY8AZTZLXDYCnFyknG05fKAntcRzsey1yGRTrE8Y+Z2bkqD+IeHh1FWVgYA+P3vf4+/+7u/Q35+Ps4//3x89tlnmiaQUpPOmHFSx55aG1u4K4kVmMpxAeUxpdfOn477X/0Ib+zrSTju6TWlKdwB8TRkghZpMMJ1kPGV1NSl9AWB8yjrBSK9SMWttRTk444te7H7s348tqgZ//HHjyVjaodpGVP6wYUz4B8ZFW0bPCBSX8enaYLDpvqXu3TUfaxPzU2PuM2HBzy468UOyXMoSYdUHtDjOpS28eXyqlyeMXM7N6Wh442NjXjppZfQ3d2N3/3ud7j88ssBAD09PfwWzQDSGTMumWPLxQr8vH9YszRLvX/V1o6EjjrjWhIRUbaRilu7emsHth34AjsP9qYUUzsZUnXyto+/wN0SaWR9TZmiRftZi/jT6WwTa3UdSuKBU4od7XvvvRe33347Jk2ahPPOOw8XXHABgLFft5ubmzVNICUvnTHjkjm2XKzA6GX71aZZ6v1icbQZ15KIiLKJVNzanZ19qHEUAUgtpnYypOpkuTjarK8pU7RoP2sRfzqdbWKtrkNJPHBKcej4N7/5TbS2tuLIkSOYOfPEfLtLL70UCxYs0CxxlJp0xoxL5thKYgWmctxU0iUWt5NxLYmIKFvIxZ0N14WpxNROLh3K4m8ns531NaWbFu1nLeJPyy2epbZNrMl1JNHGz2UpB1o76aSTcNJJJ8W89pWvfEV1gki9dMaMS+bYSmIFpnLcVNIlFreTcS2JiChbyMWdDdeFqcTUTi4dyuJvJ7Od9TWlmxbtZy3iT8tR2ybW5DqSaOPnspSGjpOxpTNmXDLHlosVGF3YqE2z1PvF4mgzriUREWUTqbi1cxur0DPkA5BaTO1kSNXJcnG0WV9TpmjRftYi/nQ628RaXYeSeODEjnZWSmfMuGSOLRcrMHr5f7Vplnr/+gVNOHDEmdJxiYiIzEIqbu26BU246IzxmDe5OhJTO76zrVXdKFUnX3zGeKyVSCPra8oULdrPWsSfTmebWKvrUBIPnFQMHSdjm1hhx+OLmjWLOxcdg0/s2ADwSY8rZt9Tq0qwceEMDEXFChSLo53McYWuQ+qaH75mpiHiRBtVOmOuExFRalIpm+urSvDItbPQ7/bD5QuiqsSKwEgIfW4/HHYLvn/NzEgM7PXzm+AfGYXbF0yoG9XWC3LtkIe+ORODnkBkW7ndgokVdsX1tdnqLbOlN1dNrLDj+9fMlIwdreQYGxfOwKAnAKcngHK7BQ67BbXHO59K2uhq06FFP0DuGKdWlYjmY70ZNX+xo53F1MaMk4ufJxfD+rIza3DPVWdh9UsfKI7jpzQ2ttL3y71O6Y25nq26u7vR1ye82qaUAwcOpCE1RJSN1JTN4bi1Usc4bXxpWs4dTarunVhhT6oeT0f69GK29OYyLT4rqVj29cfjS8s951qkQ4/402L5WE9Gzl8cOk6CkonBJ7bvlFoHVm7tyGgcQJLGe5y87u5uTJl6Jpqbm5P+9w//8A8AAL+fq3ESkTg94uCKHcPo9YLR0xfPbOnNZVp8VlKx7Fdt7cAxp1eXdOQKo98r/qJNgpTE4At/wyW2b3NdBZ54s1PRMdSmgVLDe5y8vr4+eIbduOCm+1F2Un1S7z364Z+wd+uTCAalw3sQUW7TomxO9RhGrxeMnr54ZktvLtPis5KKZd/W2Yd+t192+DefGeWMfq/Y0SZBScXLFtlXbZzOdMYDpzG8x6krO6kelXVnJPUe59HP0pQaIsomesTBFTuG0esFo6cvntnSm8u0yXfSX6TLbdcqHbnC6PeKQ8dJUFLxskX2VRunM53xwGkM7zERkfHoEQdX7BhGrxeMnr54ZktvLtMm30n/him3Xat05Aqj3yt2tElQMjH4xPZt7x4QjbGnVxxAksZ7TERkPHrEwRU7htHrBaOnL57Z0pvLtPispGLZtzZWobIkfXk3Fxn9XrGjTYKSicEntu+BI06sX9CU0TiAJI33mMziwIEDeP/995P+193dnemkEyVNjzi4Yscwer1g9PTFM1t6c5kWn5VULPv1C5oUhefiM6Oc0e9VRudob9iwAS+++CL2798Pu92OOXPm4MEHH8SUKVNE37Nt2zZcfPHFCa/v27cPU6dOTWdyc04yMfik9lUTx0+reOAkjveYjMw72Afk5UVWbE+WvbgEB/bvQ11dncYpI0ovPeLgpvPc6WT09MUzW3pzmRafVXQse6c3CIetEJUlycfi5jOjjJHvVUY72tu3b8ett96Kc889F8FgEKtXr8bll1+Ojz76CCUlJZLvPXDgABwOR+Tv8ePHpzu5uksm+Hq6A7WHACBP+nxi+6qN45fM+485vScKNnshKouTK9ikpPseZxLjjJNR+T0uIBRC87dWYfyk5BafGzrahbd/ci/6+vrY0aaMUFtvpFo2h8/r8gVQUWzFaCiUUDcnc+7w8f7a607qOsLvG/YHUGG3wu0f0ax+lro3RqyvWc+ah5LPSq69GY5lL0bJMyqXDi2ec7ljqN2uVTrlGDV/ZbSj/frrr8f8vXnzZtTU1GD37t2YN2+e5HtrampQUVGRxtRlVjLB19MVqF3suGvnT8f9r36EN/b1AACKrQXYtPhc/OjNTuzszFyw+K4+d0LswvBQnfoq6S9u5KTrHhORMiU1dUmv8k6USZmqN8Ln3f1ZPx5b1IyHfncgpl5MNg2pXkf4ffuOOPHzm87HXWmqn7VKL5FSatubWjyjehxD7Xat0mlmhpqjPTg4CAAYN26c7L7Nzc2ora3FpZdeirfeeivdSdNVMsHX0xWoXeq4q7Z2YGrtidEES1sb8PibB2M62VqkIRnHnN6EQg8Yi1m4amsHjjm9KR87XfeYiIiyU6bqjejzLm1twOZdhxLqxWTSkOp1RL/vwYUzcP+rH6alftYqvURKqW1vavGM6nGMY06vqu2Dw37mRxgojnYoFMKKFSvQ2tqK6dOni+5XW1uLp59+GmeffTZ8Ph/++7//G5deeim2bdsm+iu4z+eDz+eL/O10OjVPv5aSCb6erkDtUsdt6+zDkpaGyN/NdRV44s1OzdOQjH63P6HQC2vr7EO/25/yELV03WMyX94kczpw4EDK762qqsrZYefMn6nLVL0RfV4t6uZUryP6fTWOorTVz1ql14yYPzNDbXtTi2dUj2P0u9Vt73WNdaJzJT+KMUxHe9myZdi7dy/a2tok95syZUrMYmkXXHABuru78fDDD4t2tDds2IA1a9Zomt50Sib4eroCtcsd1xccFfy/lmlIhtMbVLVd+r3pucdkvrxJ5qJ2ITUgtxdTY/5MXabqjejzalE3p3od0e9zeUdkzpF6/Sx1XiHZVF8zf2aG2vamFs+oHsdQe51D3sDYuhAy+2Q7Q3S0ly9fjpdffhk7duzAKaeckvT7zz//fPzsZz8T3b5y5UqsWLEi8rfT6TR0oymZ4OvpCtQud9yiwnzB/2uZhmQ4bNKPstx26fem5x6T+fImmYuahdQALqbG/Jm6TNUb0efVom5O9Tqi31dqK5A5h3ZN0Vyqr5k/M0Nte1OLZ1SPY6i9TiVpyKb8KCajc7RDoRCWLVuGF198EW+++SYaGhrk3ySgvb0dtbW1otuLiorgcDhi/hlZMsHX0xWoXeq4rY1VaO8eiPzd3j2Alrh4gVqkIRmVJdaEmIVhrY1VqCxJPQ3pusdkvrxJ5hReSC3Zf2Un1Wc66RnF/Jm6TNUb0efVom5O9Tqi39fj9KWtfpY6b7xsq6+ZPzNDbXtTi2dUj2NUlqjbXl1qzan8KCajHe1bb70VP/vZz/D888+jrKwMR48exdGjR+HxeCL7rFy5Etdff33k70cffRQvvfQSDh48iA8//BArV67Eli1bsGzZskxcQlokE3w9XYHapY67fkETDhw5MRdoU9shLL9kMuZmMFj8BIcN6xc0JRR+4VUg1YYQScc9JiKi7JSpeiP6vJvaDmFJS0NCZzuZNKR6HdHvu3PLXtxz1bS01M9apZdIKbXtTS2eUT2OMcFhU7U9HG4r1/NjRoeOP/nkkwCAiy66KOb1zZs3Y/HixQCAI0eOoKurK7LN7/fj9ttvx+effw673Y5p06bhN7/5Db761a/qlWxdTKyw4/vXzFQUEzpdgdonVtixceEMDHoCkeOW2y2YWGHHw9fMTDjfExkOFl9fVYJHrp114p7ZClFZok0c7XTdYyIiyk7J1BupxJmNf09pUSHcviAGPQHcc9VZsBbkY8jrx/r5TfCPjMLtC6ZUd6Va/0W/z+MPYMOCphNxtDWsn7VKL1GYXIzs+qoSPPTNmYLtYyW0eEb1OIba7Vql08wy2tEOheSmyQPPPvtszN933HEH7rjjjjSlyDiSjTuXjkDtcnEChc6X6YwzwWFLS8UNpOceExFR9lJSb6QSZ1boPa2NVVjc0oDbXmjHsH9E01i1qdZ/mao3WV9TqpTEyNYiNrQWz6gex1C7Xek+2cpQcbRpjBHizqUzLjURERGlVt+Lvaetsw+bdx3C0tYG2WMQUSIlbV8jtNHJPNjRNiAl8fHSTUmcQCIiIkpdKvW91Ht2dfahua5C9hhElEhJ29cIbXQyD0OE96JYRogDmc641ERERJRafS/3nvj42bkQq5ZIC0ravpaCPMl9mN8oGjvaBmSEOJDpjEtNREREqdX3cu+Jj5+dC7FqibSgpO1rKVAfn55yB4eOG5AR4s6lMy41ERERpVbfS72npbEK7d0DsscgokRK2r5GaKOTefBnSQMKx527a8te7Ihb0VDvuNSrtnagTWDlxXSt7E2kl+7ubvT1Cc/FknLgwIE0pIaIclEq9b3Ye6JXHZc7BhElUtr2zXQbncyDHW0NpBL/Uo5Y3DkA+KTHpem5xKiNE5gJ6fgsKPt0d3djytQz4Rl2p3wMv5/zsIhSxbL6hIkVdnz/mpmScXuF3hPfRii1jcXRfv6m82Ji1aZ6r/kZUbxceCai275OTwDldgsccW1fLWJDy8XqpuzAjrZKWsTSExMfdy6d5xKi9/nUMlt6KXP6+vrgGXbjgpvuR9lJ9Um99+iHf8LerU8iGOSCgESpYFkdK9X7ka4Y3WreR9krV54JpdepJja0kljdlB04R1sFPWPp6R23z2xxAs2WXjKGspPqUVl3RlL/iqtOynSyiUyLZXWsdN6PVI/Nz4ji5cozocd1KonVTdmDHW0V9Iylp3fcPrPFCTRbeomIchHL6ljpvB+pHpufEcXLlWdCj+tUEqubsgc72iroGe9a79jaRojlnQyzpZeIKBexrI6VzvuR6rH5GVG8XHkm9LhOJbG6KXuwo62CnvGu9Y6tbYRY3skwW3qJiHIRy+pY6bwfqR6bnxHFy5VnQo/rVBKrm7IHO9oq6BlLT++4fWaLE2i29BIR5SKW1bHSeT9SPTY/I4qXK8+EHtepJFY3ZQ92tFUIx7KMz5TpiKWn57kycT61zJZeIqJcxLI6VjrvR6rH5mdE8XLlmdDjOsOxuuM72/Gxuik7cHyCSlrE0jPiuTJxPiC5uIJC8Rz1Ti8RESUnE3WLkaXzfqQSo1soTSVFhbAW5KNnyIvhwEhK8ZNzIQZzNsuVfJtqnklGfVUJHrl21olz2ApRWZL8ORiL2/jY0daAmlh6Rj6X3udLJq6gVJzD02tKdUkvERGlRu+6zOjSdT/UxD4Op0mL+Mm5EoM52+VCvtXrWZ3gsKnqFDMWtzlw6DgZQjJxBXMlniMREVGqtKgrjXIMIj2Y5VllLG7zYEebDCGZuIK5Es+RiIgoVVrUlUY5BpEezPKsMha3ebCjTYaQTFzBXInnSERElCot6kqjHINID2Z5VhmL2zzY0SZDSCauYK7EcyQiIkqVFnWlUY5BpAezPKuMxW0e7GiTISQTVzBX4jkSERGlSou60ijHINKDWZ5VxuI2D3a0yRCSiSuYK/EciYiIUqVFXWmUYxDpwSzPKmNxmwfHFpBhJBNXMFfiORIREaVKi7rSKMcg0oNZnlWtYnFTerGjTYaSTFzBXIjnSEREpIYWdaVRjkGkB7M8q2pjcVP6ceg4ERERERERkYbY0SYiIiIiIiLSEDvaRERERERERBriHG0iIiIJBw4cSOl9VVVVqKur0zg1REREZAbsaBMREQnwDvYBeXn4h3/4h5Teby8uwYH9+9jZJiIiykHsaBMREQnwe1xAKITmb63C+ElnJPXeoaNdePsn96Kvr48dbSIiohzEjjYREZGEkpo6VNYl19EmIiKi3JbRxdA2bNiAc889F2VlZaipqcH8+fMVzYXbvn07zj77bNhsNpx22ml46qmndEitMQwO+/FJjwvtXf345AsXBof9mU4SERERpQHrfCL9Md+RVjL6i/b27dtx66234txzz0UwGMTq1atx+eWX46OPPkJJSYngew4dOoSvfvWruPnmm/Gzn/0Mu3btwne+8x2MHz8eCxcu1PkK9HV4wIM7t+zFzoO9kdfmTa7GxoUzMLHCnsGUERERkZZY5xPpj/mOtJTRjvbrr78e8/fmzZtRU1OD3bt3Y968eYLveeqpp1BfX49HH30UAHDmmWfivffew8MPP5zVHe3BYX9CxgeAHQd7cdeWvXh8UTPKi60ZSh0REQnhiuWUCtb5RPpjviOtGWqO9uDgIABg3Lhxovu8/fbbuPzyy2Neu+KKK/DMM88gEAjAYrEkvMfn88Hn80X+djqdGqVYP70uf0LGD9txsBe9Lj8zP5lONuRNIiHZsGI582fmsM4nOcyf2mO+I60ZpqMdCoWwYsUKtLa2Yvr06aL7HT16FBMmTIh5bcKECQgGg+jt7UVtbW3CezZs2IA1a9ZonmY9Ob0Bye1DMtuJjCgb8iaRkGxYsZz5M3NY55Mc5k/tMd+R1gzT0V62bBn27t2LtrY22X3z8vJi/g6FQoKvh61cuRIrVqyI/O10Ok03JM9hS/ylPlqZzHYiI8qGvEkkxcwrljN/Zg7rfJLD/Kk95jvSmiE62suXL8fLL7+MHTt24JRTTpHc96STTsLRo0djXuvp6UFhYSGqqqoE31NUVISioiLN0psJ1aVWzJtcjR0CQ1rmTa5GdSmHspD5ZEPeJMpWzJ+Zwzqf5DB/ao/5jrSW0Y52KBTC8uXLsXXrVmzbtg0NDQ2y77ngggvwyiuvxLz2+9//Huecc47g/OxsUV5sxcaFM3DXlr0xBcC8ydV4cOEMzhmhnNPd3Y2+vr6U3pvqAlVEelLznHIxNXNjnU+kP+Y70lpGO9q33nornn/+efz6179GWVlZ5Jfq8vJy2O1jS+ivXLkSn3/+OX76058CAG655RY88cQTWLFiBW6++Wa8/fbbeOaZZ/DCCy9k7Dr0MrHCjscXNaPX5ceQN4AymwXVpVZmfMo53d3dmDL1THiG3aqO4/dzvhUZj9qF1ABjLKZG6rDOJ9If8x1pKaMd7SeffBIAcNFFF8W8vnnzZixevBgAcOTIEXR1dUW2NTQ04LXXXsP3vvc9/OhHP8LEiRPx2GOPZXVor2jlxczsRH19ffAMu3HBTfej7KT6pN9/9MM/Ye/WJxEMBtOQOiJ11CykBhhnMTVSj3U+kf6Y70grGR86LufZZ59NeO3CCy/Enj170pAiIjKTspPqU1poynn0szSkhkhbZl5IjYiIKNflZzoBRERERERERNmEHW0iIiIiIiIiDRkivJfewkPWnU5nhlNClBvKyspE49xHU5o3XS4XAGDw8KcYDY4mnR7XF4cBAENHP0OfNbnwKJl6bybPzXSbK91DPWPrmrhcLkX1nNb5k4i0oTRvAsyfRHpTkj/zQkomSmeZv/3tb1wghkhHg4ODcDgcsvsxbxLpj/mTyJiU5k2A+ZNIb0ryZ052tEdHR3H48OGkvik0EqfTibq6OnR3dysugM0km68vm68NEL8+pXlNad7M9vuoJ95L7Zj1XmqdP43CrJ9HOvBexDLL/Ugmr42OjuLAgQM466yzDH9dZmCWZ8QssvF+KsmfOTl0PD8/H6ecckqmk6Gaw+HImodVSDZfXzZfG5D69SWbN7P9PuqJ91I72XovzVp3ZuvnkQrei1jZdD/y8/Nx8sknA8iu68o03ktt5dr95GJoRERERERERBpiR5uIiIiIiIhIQ+xom1BRURHuu+8+FBUlvxqtGWTz9WXztQH6XV+230c98V5qh/fSWPh5nMB7EStb70e2Xlcm8F5qK1fvZ04uhkZERERERESULvxFm4iIiIiIiEhD7GgTERERERERaYgdbSIiIiIiIiINsaNNREREREREpCF2tImIiIiIiIg0xI42ERERERERkYbY0SYiIiIiIiLSEDvaRERERERERBrKyY52KBSC0+lEKBTKdFKIKArzJpFxMX8SGRfzJ5Hx5GRHe2hoCOXl5RgaGsp0UogoCvMmkXExfxIZF/MnkfHkZEebiIiIiIiIKF1M19GeNGkS8vLyEv7deuutmU4aEREREREREQoznYBkvfvuuxgZGYn8/cEHH+Cyyy7DNddck8FUEREREREREY0xXUd7/PjxMX9v3LgRp59+Oi688MIMpYiIiIiIiIjoBNN1tKP5/X787Gc/w4oVK5CXlye6n8/ng8/ni/ztdDr1SB4RyWDeJDIu5k8i42L+JDI+083RjvbSSy9hYGAAixcvltxvw4YNKC8vj/yrq6vTJ4FEJjE47McnPS60d/Xjky9cGBz263LeXM6bmbrnRErlcv4kMjrmT6ITjNqmyguZOODeFVdcAavVildeeUVyP6Fv/erq6jA4OAiHw5HuZBIZ2uEBD+7cshc7D/ZGXps3uRobF87AxAp7Ws+dq3kzk/ecSKlczZ9EZsD8STTGyG0q0/6i/dlnn+GNN97ATTfdJLtvUVERHA5HzD8iGvsGML5wAoAdB3tx15a9af9GMBfzZqbvOZFSuZg/icyC+ZPI+G0q087R3rx5M2pqavC1r30t00khMq1elz+hcArbcbAXvS4/youtOqcqu/GeUy7o6upCb6/wc65GdXU16uvrNT8uERGZj9HbVKbsaI+OjmLz5s244YYbUFhoyksgMgSnNyC5fUhmOyWP95yyXVdXF6ZOPRMez7Dmx7bbi7F//z52tomIyPBtKlP2Ut944w10dXVh6dKlmU4Kkak5bBbJ7WUy2yl5vOeU7Xp7e+HxDOO8pffBUTtJs+M6j3yKP21ag97eXna0iYjI8G0qU3a0L7/8cph4DTciw6guteKyM2swpdaB5roK+IKjsFkKsKerHweOOFFdyiHMWqsutWLe5GrsEBjqNG9ydVL3fHDYj16XH05vAA67BdUlVg47TxHvpfYctZMwrn5KppNBREQZpLZ+lXq/lm2qdDBlR5uItFFebMXdV52FVVs78MSbnZHXWxursG5BEzsaaVBebMXGhTNw15a9MRXDvMnVeHDhDMX33MirbJoN7yUREZH21Navcu/Xqk2VLuxoE+WwY04vVm/twK7OvpjX2zr7sHprBx65dhYmOGwZSl32mlhhx+OLmtHr8mPIG0CZzYLqUuXf8Mqtsvn4ouaMVy5mwXtJRESkPbX1q9L3q21TpRM72kQ5rN/tR1tcJzusrbMP/W4/O9ppUl6ceiVg9FU2zYT3koiISHtq69dk3q+mTZVO7GgT5ZD4eS5yqzU6vUGdUkbJ0GqVTc5LNv6KpURERGaktH4Va4tkQ/3MjjZRjhCa5/Kb5a2S73HYWEQYkRarbHJe8hijr1hKRERkRkrqV6m2SDbUz/mZTgARpZ/YPJejTi9aG6sE39PaWIXKktz6ddMswqtsClGyyqbcvKfBYb9maTU6tfeSiIiIEsnVr6W2Qsm2SKmt0PT1MzvaRDlAbJ7LnVv24p6rpiV0tlsbq7B+QRPnZxtUeJXN+ApI6SqbSuY95Qq195KIiIgSydWvbl9Qsi3i9gVNXz9zXChRDhCb59Lr8uO6n7yDX91yAbyBUTi9QThshagssbKTbXBqVtnMhnlPWjLyiqVERERmJVW/tnf1S77X6QngtPGlpq6f2dEmygFS81x6XX6MjAJTax06poi0kOoqm9kw70lrRl2xlIiIyMzE6lelbREz188cOk6UA7Schzo47McnPS60d/Xjky9cOTWfN1twXnIiPtdERETaE6tfc6Etwl+0iXJAeJ7MXVv2Ykfcyo7JzHPhStXZQavnIVvwuSYiItKeXP2a7W0RdrSJcoTaeahyK1U/vqg5KwrFXMF5yWP4XBMREWlPSf2a7W0RdrSJcoiaeS5KVqrOloIxV5h53pNW+FwTERFpT2n9ms1tEXa0iUxkcNiPXpcfTm8ADrsF1SX6FU5cqdp8Mvm8mAWfayIiImFq2hGsX9nRJjKNTM8j5UrV5pLp58Us+FwTERElUtuOYP3KVceJTEFunoseKyTnwuqQ2cIIz4tZ8LkmIiKKpUU7gvUrO9pEpqBknku6hVeqji80s2l1yGxhhOfFLPhcExERxdKiHcH6lUPHiUzBKPNcsn11yGxhlOfFLPhcExERnaBVOyLX61d2tIlMwEjzXLJ5dchsYaTnxSz4XBMREY3Rsh2Ry/Urh44TmQDnuVAy+LwQERFRqtiO0AZ/0SYyIKFwCg8unIE7t+zFjqg5M5edWYN///o09Lr8+GuvO+UQTgwDZU5in1t4XtRdcc9L/LyobPncs+U6iIiIjMBs7Qi16UjXdbCjTWQwUuEUoue5OOwWWAvycdeLHapCODEMlDnJfW5y86Ky5XPPlusgIiIyErO0I9SmI53XYcqh459//jm+9a1voaqqCsXFxZg1axZ2796d6WQRqSYXTgEATq8pxaz6SlSVWLFya4eq0AsMA2VOSj+38mJr5Hk5vaY05hvobPjcs+U6iIiIjMjo7Qi16Uj3dZjuF+3+/n60tLTg4osvxm9/+1vU1NTgk08+QUVFRaaTRgZglCEsqep1+bH7s34su6QRzXUV8AVHYbMUYE9XPza1HUKvyx+5HiWhF+SuXYtjkP7Ufm5afu5yeS6deZLPLxERUfqI1eFGqX+N1B4SYrqO9oMPPoi6ujps3rw58tqkSZMylyAyDKMMYVHD5QvgsUXN2LzrEJ54szPyektjFR5b1Ay370Q4BS1CLzAMlDmp/dy0+tzl8ly68ySfXyIiovSQqsONUv8apT0kxnRDx19++WWcc845uOaaa1BTU4Pm5mb8+Mc/znSyKMOMMoRFrQq7FZt3HcKuzr6Y13d19mHzrkMot5/4Vk2L0AsMA2VOaj83LT53uTx3zOlNe57k80tERKQ9uTq+tEj6t1q96l+17QC56yiR2S7HdL9o//Wvf8WTTz6JFStWYNWqVfjzn/+M2267DUVFRbj++usF3+Pz+eDz+SJ/O51OvZJLOsnUEBYthsVGH8NuLUjoZIft6uyDf2Q08nc49MIOgetWGnpBi2OowbyZGrWfmxafu9w0h353+vNkpp/fbMf8SWRczJ+UTnLtamtBvmb1r5q2dHWpFZedWYMptY6EtsiBI07ZdFgL8tHSWCXY9m5prIK1QN1v0qb7RXt0dBSzZ8/G+vXr0dzcjH/5l3/BzTffjCeffFL0PRs2bEB5eXnkX11dnY4pJj1kYgjL4QEPlr3Qjkt/sB0L/vN/cekj27H8hXYcHvCkfIxDvW7J/d2+YOT/4dAL8XEO40MvSNHiGGowb6ZG7edWXmzF2vnT0dpYFfN6a2MV1s6fruhzD09zaO/qx43PvYfv/HwPlj77Ltq7+vHYoma4op5VIVrkyUw/v9mO+ZPIuJg/KZ3k2tWDHr8m9a/atnR5sRX3XHVWQlvk/a5+3HPVWbLpGPD4saSlAS1x7aGWxiosaWnAoEfd6Lu8UCgUUnUEnZ166qm47LLL8JOf/CTy2pNPPom1a9fi888/F3yP0Ld+dXV1GBwchMPhSHuaKf0+6XHh0h9sF93+xxUX4vSaUs3ONzjsx7IX2gW/7Zs3uRqPL2qWzdxCx3jmhnNw43Pvib5H6DrC3wQKhV5I5nrUHiMVzJvqpPq5DQ778f9++RdMjfoGuKgwH+3dAzhwxImHr5kpe5zPet1Y9VKH6LfAa78xHRc/ok+ezNTzm+1SzZ979uzB2WefjctWb8a4+imapefLrgP4w7ol2L17N2bPnq3ZcYnMiPUnpZPSdrWa+jddbelkjvFJjwtXP9GGpa0NCe2hTW2H8MqyVlVtFdMNHW9pacGBAwdiXvv4449x6qmnir6nqKgIRUVF6U4aZZDeQ0jTteJ3e/eA6BAWsesoL1bfqdDiGKlg3lQn1c+t1+XHG/t68Ma+HtHtcsf1j4xKTnMIjIR0y5OZen6zHfMnkXExf1I6KW1Xq6l/jRA9p7rUinNOrYxZgDhMi7aK6Tra3/ve9zBnzhysX78e1157Lf785z/j6aefxtNPP53ppFEGhYeQ3rVlb0yhIDWEJdk5IdH7B0elB4KkuuL3prZD+NE/zsbXmmoxwWGLzDU55vTi4jPGszNhIkYONef0BlBdasWDC2egxlEEl3cEZbbCyAJmSp5fuaHhw/5g0nmSiIiItKGmHZJKuzpZSqd9Sl2H2qmj6b5O03W0zz33XGzduhUrV67E/fffj4aGBjz66KO47rrrMp00yrCJFXY8vqhZ0RCWZMMOxe//zA3nSKZFzYrfIYTwWscRtEX9WjhvcjUuPGO87DHJGIweaq7CbsHPbzof97/6Ycyv0q2NVfj5TefDWpAnewwlK30mkyeJiIhIG1q0Q/IAXNlUixvmTIoMqe4Z8sm+Tym5doTDbpG9Di2ij6SzrWK6jjYAXHXVVbjqqqsynQwyICVDWORCFsTP5xDaP5Uh3vGEhuUsbW3AM22J4b3E0kbGk+zzlQlFlgLc/eu/JDxnbZ19eODVD/HQN2fKHkOPYWVERESUHC3aIYPDftwhcAxA+fxpOXLtiJKiQtz+y79IXodWU0fT1VYxZUebSI1k53P0uvzYd8SJZ244JzLM1mErxDdmTsSG3+7Dm/u/iOwbHmoCjC2wIDVcR2i4SnNdheA8EbG0kfFkKtRcMpyegOj86rbOPjg9AdlvvJUOtzrm9KLf7YfTG4TDXojKYismOGzaXQwRERFFGGHusxLlxWNT2LZ9/AVqyooSpku6vEHZNJxeU6rJ0O90TfdjR5tyTrLzOYb9AdFhtvd/Yzr+7YoR+AKjkaEmw/6RhBUQxYbrxA9XCWgw95syKxOh5pLl9ErPr5bbHiY3rKyrz42VWzsS8s36BU2orypJKe1EREQkTot2iF5tmRCA1/Yewc7O2DbzhWeMh8unLA1qh7inc7ofO9qUc5Kdz1Fht+KurYlhjNo6+3Dvrz/AhgVNOLN2rNMgNtRGarhO9HCVT3pcSaWNjEeL+ULp5rBJF/1y2wH5YWUbF85I6GQDY/lm1dYOPHLtLP6yTUREpDEt2iF6tGUiQ9w7hdvMD3xjumwa1A5xT/d0P3a0yfCSGc4hNkw1/vVf/PP5WPb8HvS6YgPRC83ncPtHJIfZuv0jkb+1CDOgZ5gy0p7Sz1CLYUpyw7LFzlFZYkVrY1XMgnthrY1VqCyxyh5D7lkflBme3u/2R9Jq5BXaiYiIMiHVulGLtqQe7dFelx+7P+vHsksaIzGsbZYC7Onqx6a2Q/CPjOKyM2swpdaRsP3AESeqS+XbIuF2t1h7Kd1D5NnRJkNLZjiH2DDVdQuasOaVD2PmUrc2VuEX/3wB/uHptyOdbbH5HMkMszV6mAFKPyWfoRbDlOSGZcudY/2CJqza2hHT2Q6/P9wBljqG3JAup0dm+/F8Y/QV2omIiPSmpm7Uoi1ZXmzF2vnTBdsJa+dP16Q96vIF8NiiZmzedShmfaKWxio8tqgZvkAQ91x1FlZu7YjZHm6rlBdb8ddet+Q5PP6AZHsp3UPk2dEmw0pmOMcxp1d0mOrqrR2YVV8Z09Fu6+zDv7/8AbZ+ew763H7JpfwddplhtlHbjR5mgPQh9RlqMUxJ6nlftbUDD31zpuw56qtK8Mi1s058w2srRGWJNeZXZqljyA3pcthlwnbYCk2xQjsREZGetKgb1bYlB4f9uP/VjzCrvhJLWhoic5/buwfwwKsf4eFrZqqunyvsVjz0uwMJbZnw3xsXNGHVSx8ItnXufukDPL6oWbbdXS4x/XPV1g7ce9U0yferHSLPjjYZVjLDOfrdfslhqktaGgRfd/tHMKu+UjIdtsJ80VBeLY1VsBXmR/42epgB0o/YZ6jFMCW5533QE1B0jgkOm+g8abl0+kdGJZ/1crtFdni6GVZoJyIi0pNWdaOatmSvy4839vXgjX09otvV1s/+kVHRtsyu4210ufsg1+6Wm/5pKchL6xD5fPldiDIjmeEcUsO7i60FGFdixTM3nIP/vG42Ni0+F8suaUSxtQBObwDtXf345AsXBof9gu8f9ASwpKUBLY1VMa+3NFZhSUsDvnT7I8cAgI0LZ2De5OqYfTn0m8K0WQ1UejqD3DHC2485vdh/xIk/H/oS+486cczpVZxOty8o+ayHh6e3xuWb6OHpZlihnYiISE9GqBud3gCqS8fazq8sb8ELN5+PV5e34pkbzkF1qVWTNLh86iKgDHkDkWHyYm0RuWP0uf1pbbfzF20yrGSGYYutklxsLcBji5rxg98fwM6ob7TC8z9Kigrwtcd2ARCf+1JaZMGiH/8JS1sbsDRu+MxtL7Tj8UXNuPG59yLHeHDhDA79JlHarAYqXXTLHaPcbpGd460knXJD0+SGp5thhXYiIiI9GaFurLBbREPb/vym82EtyFN9DrnrVNrWkZyuJ7NeTGlRYVqnbPIXbTKs8HAQIfHDOcKrKMdb2tqAzbsOxXSygbEhKc/uOoSR0ROvhee+xP+yXV1qxTmnVuKJNztx43Pv4Ts/34Mbn3sPT7zZieb6CrR3D8Qc484tewEAp9eUYlZ9JU6vKWUnmyKSea7FiD3vwFglWG63SJ6jyFIgOcf7mNOLUluh5DlKj1eA5cVWyWd9gsOGqbUOfKVhHKbWOmKGqmtxL4iIiLKJEerGIktBQicbGGsnPPDqhyiyFKg+h1w7wyHTlom+D2JtEbn2UjjKilxbJlXsaJNhSQ0HeWjhDABjcafbu/rh8gWxYUETLp06PmbfC04TnlsNjBUWX7pjO9XhOR9K0hEeOr6p7VDM6+991o+B4UAkbVLD0in3yA1zUlK4T3DYJIdlT6ywSw+lUhB6y+0LYmlrA+bGnWNuYxWWtjbALTPkS4nyYiseXDgDG/6uKWZqx4a/a8JDnGpBREQ5SIt2glpy7QS5yCJKuH1B3Nh6GtYvmB7TBli/YDpubD0NvsCI4vswOOwXbHfLtZfE1qnRCoeOk6GJDedw+0ew7IX2hLAHaxc04Y7/G8SgZ2yYqtsv3RkYjoqBHSY07yQ+HdbCfLz2wVHc9kJ7zDHCQ9Xvfqkj5ld0hiuiaFoMU5Ibli11ju5+j+Sxnd4gigrzkIc8XNlUi8VRUyaOOb3IQx5cGs0RCwF4be8R7OyMzcsXnjFe/E1ERERZLNMRaJIJbZuqIW8AIYTwWseRmIVT5zZWYUlrA4a8ATSML5W9D3Kh0OTaS+nEjjYZXvyqiVJhD+7e2oHHFzVjyklj+3/S45I8dlFh4qAOsbkv0en4pMcVE9MvLDxUPf5bQIYronharCwvtWq41Dnk5j05bIWwWwoEw24AY6M51s9vSj7BcSJ5uZPhvYiIiKJlMgKNknaCWmLhvXZ29mEUiLQzpO6D0lBocu2ldOHQcTIdJWEPwqTmubQ0VsXMrwaUz30RO25zXYXoUBuhYelEmaBkzpJc2A1/9AIHKUomLxMREZE+lM5tVkOLdobR2xHsaJPpJBP2IDzPZW5cp3ju5Gosv2RyzPzqZOa+iM2fkcNwRaSU2HwjLSiZsyQXdiM8R1tNOo0QwoSIiIhiKZ3brKYNoLSdIcXo7QgOHSfTSTbswcjIKK6cfhIWz5kUmWfa5/LhlHIbXlnWmvLcF6H5M6OhUFJpIxIiN99IC1qE3lKbTiOEMCEiIqJEcu0EI7QBjN6OYEebTCc8bHuHwFCR+KHfx5xe3CUQxggY+1bukWtn4fSa0pTTIjR/XGnaiIQonW+kBak5S3L5rNRWiNt/+RdV6UwmLxMREZG+xNoJWrRVtGgDhEOEtYm080s1mEuuBoeOk+kkE/ag3+0X7GQXWwswq74SX7r9ioe7KBkeY4SQDGRues43Oub0Yv8RJ/586EvsP+rEMac3sk3uWXb7gqrTyfxCRERkPsm0VcTaz1q0AfQIRaoGf9EmU1Ia9kAo/EA4BNfmXYdiVg6XGu6SzPCYTIdkIHPTa75RV58bK+NGe4TnXtVXlQCQfpbbu/o1SSfzCxERkbkobavItZ/VtgGGvAFdQpGmih1tMi0lYQ+Ewg8kG4IrleExmQzJQOamx3yjY05vQicbANo6+7BqawceuXZWZKiYeIgw7dLJ/EJERGQeStoAStvPatoAYiHCAO1CkarBjjal3eEBDwY9ATg9AZTbLSi3W1BsLUCvyw+nNwCH3YLqkrFMNjjsF3xdqfj3O+wWXDp1PP64/4vIPs11FYIxsIETw12iz6lkeEx8GtVeB+Wu6lIrLjuzBlNqHWiuq4AvOAqbpQB7uvpx4IgzYQ2CyCIl9kJUFlsVxYnsd/vR3jWAZZc0JpxjU9sh9Lv9MSuKCj3LnF9NRESUOXJtTS3aolJtALm2Sirt52QpDRGWqXY5O9qUVp/1ubEq6pezYmsBnrnhHPznW53YGZUx5k2uxtr503H/qx/hjX09Ma8rXb1QbHjKA/OnA/gw0tn2BaXj8sUPeU12KK8eK0ZT9iovtuLuq87Cqq0dMV8ItTZWYd2CpkjFoGTotxiXLyg4faKlsQqPLWqOhNyQe5bXzp+OVVs7YhYhaW2swtr50/nFEhERUZrI1c9atEXljiHXVvlrr1vy+FpMhVMSIiyT7XIuhkZpc3jAE9PJBsaGbT8R18kGxr7ZWrW1A1NrHQmv37Vlr6KFysSGp9zz0gd4YH4TXv/Xufj//uUCNFRLd0JKimK/f0pmiKzcMBktYyFTdjo84MFqkWHdq7d24PCAR3bod/SiZkKqSqyC0yd2dfZh865DqCqxyj7Lx5xe3P/qR5hVXzn25dl1s/HMDedgVn0lHnj1Iz7rREREaaCkflbbFpU7h1xb5ZjTi9Ii6d9z49vbqZA7R7G1MKPtct1/0f7444+xbds29PT0YHQ09pfFe++9V/b9//7v/441a9bEvDZhwgQcPXpU03SSeoOeQEIGlBq23dbZhyUtDQmvKxleIjc8xeMfiXTiP+t1o6WxSnQ+h7Ug9vunZIbI6jFMhrLboCcgGKYCGMsjg54A8gDRoVJtnX0xQ7+FBEZCkkOtAiMh2We53+3HG/t6YkagROOzTkREpD0l9bPatqjcOeTaKv1uP+yWgqTa26mwFuRLnsNSkJfRdrmuHe0f//jH+Pa3v43q6mqcdNJJyMvLi2zLy8tT1NEGgGnTpuGNN96I/F1QUKB5Wil58fMfhIaEyA3bthTm45kbzkmYMyo3vMTpDaDYWoClrQ2Cc06j3z/g8Uc69NEZs6WxCktaGjDo8QM48at3OPzAXVv2xnS2hcIP6LViNKmjx1ydVOdPOz1KnqE8yX2EVtuP5vZLbx/2BxGS3EP+HHzWiYiItCfX1kymfhZrDylpz0q1u53eIHzBEdzY2oB8IGYk69zGKixpTWxvp0KuTd/nlv7FOt1tFV072mvXrsW6detw5513qjpOYWEhTjrpJI1SRVoQmv/wm+WtCfsVFUp/e1WQl4frn3sv8nd4zqjDLj18u9xukZxzGv3+0iILFv34T1ja2oClUaEA2rsHcNsL7XhlWWK68wBc2VSLG+ZMiuzfM+RL2E+PFaNJHT3m6qiZPy33rJfZLDLdbOHV9mO3q39O5c7BZ53InLq6utDbK/wLkBrV1dWor6/X/LhEuUauDnfYldXPUu0hJe0EqXZ3ub0QloJ8fOkOiIbeKtWgnSDXpn/x23NkryOddO1o9/f345prrlF9nIMHD2LixIkoKirCeeedh/Xr1+O0007TIIWUCrF5HEedXrQ2VsUMLWnvHhAd4tHaWIW3/5o4ZzQPwCPXzpJMQ0lRoeic0/j3V5dacc6plYJD2IVWSx4c9uMOgesL7x8d3osrMRtbKqHakpVM6Cwh5XZLQr4Ja22sQrndgoL8PMl9Kkukr6HUVij5/lJbIWyF+ZLPcmUJn3WibNPV1YWpU8+ExzOs+bHt9mLs37+PnW0ileTqcIfNIls/y7WHvn/NTMljOGyFWCvR7n7omzNRkJ+Hn7T9VbTNL9e2V0KuTZ/ptoquHe1rrrkGv//973HLLbekfIzzzjsPP/3pT3HGGWfg2LFjWLt2LebMmYMPP/wQVVVVgu/x+Xzw+U78+uh0OlM+P42JHmpitxZgZl0Fdn/Wj2H/SGSfO7fsxc9vOh8PvPphpDDY1HYIz9xwDvLzYudMzJ1cjRvmTMJtL7THnKfYWoBZ9ZXod/txeMAjOszX5Q1Kzll1eYOYcHydtWSGggPJzbtO9ti5Tu+8qccc+n63X9X86YkVdqxb0IS7t3YkDLVau6Ap8qv7+gVNWC2wz7oFTbJD1N2+IJa2NiAPwsO53L4gJjhKJZ/lCQ4bn/Usx7oz9/T29sLjGcZ5S++Do3aSZsd1HvkUf9q0Br29vexoa4T5M3e5fUEsbmlACInDpRe3NMAbGJGtnz/pcUm2h9y+IDYunJHQGZ97/BiewIhkW8dzvD8gFUo0um2eKrl2d6bbKmnvaD/22GOR/zc2NuKee+7BO++8g6amJlgssT/X33bbbbLHu/LKKyP/b2pqwgUXXIDTTz8dzz33HFasWCH4ng0bNiQsoEapExpqEh4qctsL7ZHOdq/Lj+t+8g5++S8XwBscxZA3gDKbBRV2C55Y1Ixelz/y2kgohPk/2hXTUS+2FggOSxEa5pvs3OiJFXY8HpeG6lLhebrJHlvpMHPSP2/qMYdebm6U3HZgbHGPrzZNjBlq1TPki1k4xCKyj0XB4iJD3gDykCc6nMt1/D7IPcvJ5CMyH9aductROwnj6qdkOhkkgfkzdw16ArjthXbR4dLP33QeThtfKlk/y7WHhn0BWPLzcOX0k7A4ug3g9CI4MopBBevJ5OVBcni526fN/Gi5tkgm2ypp72j/8Ic/jPm7tLQU27dvx/bt22Nez8vLU9TRjldSUoKmpiYcPHhQdJ+VK1fGdMKdTifq6uqSPheJD70Nf6u1tLUhJjP1uvwYDQFn1iZ+ZRX9gH/S44rpZIePJTQcXGiYb4lVfnl/ofMryWTJhvdSOsyc9M+besyhl58fLb1dyTMEQNVzVmG34qHfHRBdpXP9/CbFz7LSfETmw7qTyLiYP3NXibUQw/4R0Sg+4TavVP0s1x4qt1txl8A0OGBs2Pe9V02TfH+ZzYLC/DzBtkb47/XzmySPkQy5tkim2ipp72gfOnQorcf3+XzYt28f5s6dK7pPUVERioqK0pqOXCE19HZXZx+WxoXnEpv/EL/KYamtEJedWYMptY7I8JL6ccUAxoadxHfCdxzsRc+QL3KMCrsFcxurEuJzAyeW90+V3Lzrwvw8tHf1w2G3oDAvD7s/6xc8DsN7JdI7b+oxh77EWiA5d6rEKh0lQcnwdgDY/Vm/6HAsuefMPzIqOZzLPzKqeJi9Hiu4U2aw7iQyLubP7CdWv1oK8mRDWsmRaw+5/SOS7QRLQZ5se6pnyCcZStQ/Ih2JKBvoOkf7/vvvx+23347i4uKY1z0eD77//e8rCu91++234+qrr0Z9fT16enqwdu1aOJ1O3HDDDelKNkWRG2oSHb5LbP6D0NDzq5pOwt1XnYVVWzsEh5dED0kP6/pyGDceX6G82FqAZ244B0AednbGDmkPL+/fMD7pywUgPv9j7uRqfOfiRlz52M5I2uZOrhZNL8CQR5mmxxz6AY8f91w1LWZtAuD4N8BXT8Ogx486iXAWSoa3qx2ONewPSr7f4w9iRCa+l9sX0GUFdyIiolwjVb/2D8uHtJJr88q1hz4f8Ei2E/qH/bLtqb/2uiXT4PbJT6UzO1072mvWrMEtt9yS0NEeHh7GmjVrFHW0//a3v2HRokXo7e3F+PHjcf755+Odd97Bqaeemq5kUxS5oSanVZfgpe/MEZ3/IDb0fNL4UqwWGKIiNiQ93rB/BDc+9x7u/tqZ+Nf/Mxk9Q76klveXEz+/o6SoEO991o+lz74b06HeebAXo6GQaHoZ8ijz0j1Xp9hqwd8//TYeXDgDd145FS7vCEptBehx+vCPP34H//PPF0i+X8nw9oJ8SA7HWjd/uuQxxIaORw/nCo5K97TL7da0r+BORESUa+RWBF/z9Wn41jN/TjmkVZhUe8gbGMEP3/hYtJ2w9hvTZdtTDHmrc0c7FAohLy9xOMNf/vIXjBs3TtExfvGLX2idLEqC3FCT2nKbZONabDhqc12FaEdaaEh6S2MV2rsHYl4b9o9g1dYP8MwN5+A7P98TeV1JuCMloud3fNLjwsoXOxSnF2DIIyNJ51yd6lIrzqp1REZbRFPyDCgZ3n7E6ZUcjuUNSg/H8o+Myg7nqikrkkyHf2Q07Su4ExER5Rq5qVuBkRBm1wu3m5Nt84q1h3wy7QTf8WHfUu0phrzVqaNdWVmJvLw85OXl4YwzzojpbI+MjMDlcqkK+UX6UTv0VmxYrE+mYxC9XSwUmNC+rY1VWK8g3JES0XNligrzseySRmxqOyQ4RDzevMnVWL+gCX1uP/7a6+Zc1iymNo8oef+BYy7JYzg9Y8OxxOZ3uWSGa7l9QZRPKMODC2dg28dfoKasKDI/65jTi4vPGI8jTq/kMcLTJDiHm4iIco2auk92RXB/EBsWNKGtsxc1DtuJ+nnQg9bG6kibV1UaZFYVl9sOMOQtoFNH+9FHH0UoFMLSpUuxZs0alJeXR7ZZrVZMmjQJF1wgPZySjEPN0FuxYSRFhdIhierG2fGf181GUWE+astt+OZTb4t2cCdVl+CFm89Hqa0Abt9ITEikVCkNaRZWP64Yf1xxYeT+2Cz5uO/lD/HGvp7IPpzLmr3UDk+XH44lv7K51PwupcO5QgBe23skZt2DeZOrceEZ41Fulz8G53ATEVGuUVv3ydXRDrsFBQX5eK3jaEz9PHdyNS6cUqNJGuSGdSsd9p3rYUB16WiHFypraGjAnDlzEuJnk/mkOvRWbBhJe/eA6ErNLY1V+N2HxyJDZJZd0ojZ9RWi+77WcSQh7raa+aLJhjSbN7kaNWVFkfMNDvux7IV2zmXNMWqHp0uG5bBbJFc2L7MVSs7v+v41M2WHc0We+07hY2xcOEMyDXZrAedwExFRTpGbX62k7rPLRC8pKswXrJ93RtXxatNQLtPOkPuyPeZYORwGVNc52s3NzfB4PPB4PDGv5+XloaioCFZrbn4IuURsGMmBI06sX9CEu1/6IOb1lsYq3HHFVPS7/fjP62bDZilAx+cDWNragLy8vIRfmJe0NCQMKRebLyo2pCb+9dHRkOKQZkLDYZSGSSJSyhcYkVzZ3O0PSj5zbl9QdjjXJz0uyWM4vQEsbmlACImrni5uacCQN8DnnoiIcooWoTGHvAHc2HoavtpUiwlRQ8OPDnpQW26H0ytdx/e71bc7J1bYsW5BE1Zv7UhoZ6xb0MRRaQrp2tGuqKgQXAwt7JRTTsHixYtx3333IT9f/XBfMiapYSTRr1sK8zEyGsKjb3yMN/d/EXl/S2MVZpxcgbu/diYK8/Mx5A3AWpiP1z44qjisltCQmsvOrME9V52F1S99EPP6WNgwceV2i+RK60rCNRElY8ATwM0/fU90ZfP/vO5syfe7vAHYLQW4sqkWN8yZFFmxtGfIF9lH7rl1eoK47YV20VVPn13yFcn387knIqJso6TNJzese8gbRAghvNZxJKaTO7exCktaG+CSq5+90uuwKK1/T60qwUPfnIlBTyDSXi+3W9jJToKuHe1nn30Wq1evxuLFi/GVr3wFoVAI7777Lp577jncfffd+OKLL/Dwww+jqKgIq1at0jNppDOxYSTRrx/6woW7f/2BZGiBhvGlAMZWAZcK/xU9l0RsWM+UWgdWCoQYk1NZbMXpNaWi2xnegLRWWlSIXpdfcGVzQMEcbrsFdwjkAeDEVAvZOWK2Qgz7R0TznVwa+NwTEVG2kas7S4qkp3Y9vqgZVSVWwdBaOzv7MArggW9Ih/DUsv6dWGFnx1oFXTvazz33HB555BFce+21kde+/vWvo6mpCf/1X/+FP/7xj6ivr8e6devY0Ya+q/Umey6h/QGoTu8xpxf9bj+c3iDKbIWyIYg+6XHB6Q2gtKgQG/6uCQ+8+lHCL9rzJlej1FYY2dduLUgqxFh79wBaGqsE06JVuCbSlx55K53nsBbkiz6TLY1VKLYW4JKp43HWxHI011VEhp3t6erHR4cH4Q3Kh+aSe24rS6y47MwaTKl1JJzjwBEnKkuUP/dcmZyIiLKBXN1pLciXrX9HRkOS7d/AyKhkG6DEWiBZP7P+1Y+uHe23334bTz31VMLrzc3NePvttwEAra2t6Orq0jNZhqTnar3Jnkto/7mTq3HrxY1Y+uy7kY5usunt6nPH/KL8n9fNltz/8wEPlj574he9uZOrsWnxuQlpWDt/OlZv7Yis+C12XLEQY5vaDuGxRc3Ij5sTrmW4JtKPHnkr3edwev24V2KO9pduH+78v2fi/lc/jPnyqLWxCvdcNU02LMeQN4DTa0oln9sJDhvuueosrNzakXCOcEg9Jc89VyYnIqJsIdfm6xmSD40ZkjmH0xvEuvlNuPsl4fnTnqBfsn5m/asfXTvap5xyCp555hls3Lgx5vVnnnkGdXV1AIC+vj5UVlbqmSzD0WLFwnSdS2z/nQd7MRoKxazAnUx6jzm9CcO25UJ+heJKop0He5EH4Le3zUX/sB9lNgtKbYUxnWyp44q9PuwfwW0vtOO3t81FcDSUlnBNpA898pYe53DYrFjz6oeYVV+JJXHzozf+dh/u+dpZgtMu2jr7cP+rH+Leq86SPH6xdaxqkHpuB4f9WP2S8DnufukDPL6oWfa517OsIyIi0oNU3efySc+fLikqRL7EelbA2NDw+0XaAPe/8iH+/eppWCVTPwNg/asDXTvaDz/8MK655hr89re/xbnnnou8vDy8++672L9/P371q18BAN599138/d//vZ7JMhw9V6lO9lxS+8evwJ1Mevvd/oQCQWrIdktjFdq7BwTTHBwNYVb92Jc1n/S4YjrZUseVCjF2zqmVqCi2pC1cE+lDj7ylxzn8I6N4c/8XMYsERrvj/45KDjuzyAw9txScqOTFnlul1yn13HNFfiIiykZidZ/c1C9rQT4qii2Sw88tBfmSbYDbrxiRrVsBsP7Vga4d7a9//es4cOAAnnrqKXz88ccIhUK48sor8dJLL2HSpEkAgG9/+9t6JsmQ9FylWupcxdYCjIZCkbnNDrsFI6EQiq0Fgit7A8LDr5WkV2iFxPCQbSA2fNDcydW4Yc6khDBexdYCLG1tgC84gvauftH0ih33wBEnNixoQtsnfagpK4rMaTnm9OKSM8YDQMy94DwW81Gat9TMWdLjHHLfiDs90tv7XD4sOf6lWHxoriUtDehz+9Ew9siLplOLcoor8hMRUTYSqzsHPH7c1HoaviYSumvQ48ep1SXYuHCG4DTNBxfOwN/6hyXPrWR6mNzwdNa/2tC1ow0AkyZNShg6TrH0XKVa7FzF1gI8tqgZ97/yIXbGdXIfW9QsGkZLaPi1kvQKrZAYHrK9tLUBd3/tLPgCIyizWVCYn4crH9sZc/5wejfvOhQzH0UovdHHvedrZ8F7/LjVpVa4/SN4be8R7OyMna/ScnoVVv/yg5hfxzmPxXxkV9K2W1TPWVKSf9N9DrkVR0ttFtyw+V3R0FwvfmcOAOn5W+V29eUUV+QnIqJsI1V3OmwW9Ln9oqG7So/XeyMjo7hy+klYHB2C0+lFcGQ0so8Yhwb1M+tfbeje0R4YGMCf//xn9PT0YHQ09tfP66+/Xu/kGJKeq1SLnWtpawM27zqUGFrgYC9CcXOxw4SGcytNb2WJVXDY9rB/BO939eOfzj8VExw2AGPfEp5zamVMmpNN77B/BHu7B3Bza0PifNHOxPkqq7Z2YFZ9ZUxHm/NYzEcub5UUFeL2X/5F1ZwluXOU2tJ/DrkVvx22QsyuF15lv7WxCg6bRXb+9Pevmam6nOKK/ERElE3k6s6NC2fgmTaB9mpnH0IAHrl2Fo45vbhLJNxsa2MVNi6cITrVsbWxCmW2QkV1K+vf9NO1o/3KK6/guuuug9vtRllZGfKiJvvn5eWxo32cnqtUi51rzmlVovFx2zr78J2LGhN+OQ6vOp5Keic4bFi/oAmrtiauoBhewTg6zQ8unIFtH38RGeJdP64YANDeNZDwS3tbZx9uv2JqTIiDY04vLj5jvOL5522dfZGhttE4j8Vc5PKWyxtUPWdJ7hxuX/rPMcFhS8gj0c+9JzCCxS0NCCFx6PjilgZ4AyPw+KXneLm8QdXlFFfkJyKibCK39ojTE0B71wCWXdKYEHprU9shuLxBBEbE11lp6+zDcCCIdQuasFqgzbxuQRNOqSxWVLey/k0/XTva/+///T8sXboU69evR3FxsZ6nNh09V6kWOtegxy/5HpulAH9ccWFM2gDglWWtKae3vqoEj1w7KxJH22ErRGWJNaaTHRYCEoZ4tzRWiQ5r73P5cONzJ0KBzZtcjQuPz7sOk5svKhb+i/NYzEUqb7V39Uu+V+lnnelzAEBgZBSv7T0cO/WjsQotp1fB6Q1Epk8IDR1//qbzFM3fOr2mVHU5xRX5iYgoW8i1JV2+oOBUx3Ab1u0LwBuUroEH3EF8pcGBjQtnYMgbjNSdZbZCnFI51r9SUrey/k0/XTvan3/+OW677TZ2shXSc5Xq+HN90uOS3t9uwek1pYLHUWOCwybYsY4mNsQ7/O2f0LD2eELDdOXmi4qF/+I8FvMRy1tazhnO5DmEwuUBY0PTVm3twNr50zHsHxHNJ8nM39KinOKK/ERElA3k6viqEit++MbHCfVz+O9186fDGhD+YefEOca6b+FOtRgldSvr3/SSDlSssSuuuALvvfee/I6UceG5k0IyPXdDLsRYc11FzGtSocDCIQ4A6WtuFTlGpu8FaUuP516PcwiFywtr6+yDNzgqmwYjlwFERERGJFd3+iWGhe86Xj+H1y0S0tpYhcoS1r9moesv2l/72tfwb//2b/joo4/Q1NQEiyX2W5+vf/3reiaHJEjNnXxo4QwAiaGuvMHRE8O+7YWoLBYe9g2kN3xS9BBvsVBgYdHDdKWuee386Xjg1Y9i3st5LNlHjznDSs+hLo/Ih/+SmsPN+VtERETJE1pHKLp+7er3SL7f6Qli6kkOResWqWknkD507WjffPPNAID7778/YVteXh5GRoRjM1NmiM3dcPtHsOyF9sivytWlVvziny/AfS9/EPMtXbhAqK8qiTluukMbnVZdgpe+M0c0FFi0+CGyUvNVHr5mJuex5AA95izJnUN1HrFLF+0Oe6HkHG6l6SQiIqJYQusIhdcGUlI/A/LrFqltJ5A+dB06Pjo6KvqPnWxjKi+24vSaUsyqr4zMyY7P2A8unJHQyQbGhqiu2tqBY05v5DW5sAeDw9KLsAHyw3Jqy22R9FYUW3DOqZWi+woNf42/5nCnQux1yj56fNZi59AijzhsFslhZ6VFhVi5tSOmkw2cmMMdnWf53BMRESkjFSr2ri17UVpUKFk/lxWd6IhPcNgwtdaBrzSMw9RaR8wv2WrbCaQP3eNoh3m9Xths0otekfEIzY+ucRRJhirod/vh8gbh9AZgtxZgZl0Fdn/Wn/Ars1ahjaLfz/BBZDZyoUGi84jYsDGvTPguly8oOYe73+2XXZSQiIgoG6kZki1Xh7t8QdzYehq+2lSLCQ5bpM18dNCD2nI7XD7pqV9KzsGws8aha0d7ZGQE69evx1NPPYVjx47h448/xmmnnYZ77rkHkyZNwo033qhncigFQvOjh30jkqEKnN4Arv2vdxJeFwrDpVVoo1T3Jco0uTUIwnlEatjYkEz4rmeXnCuTBvmKnoiIKNuoHZItW4d7AgghhNc6jsTMv57bWIUlrQ0YUlD/Km0nUObp2tFet24dnnvuOTz00EOR+doA0NTUhB/+8IfsaJtAaVHiI1NVasVjbx4UDVWw5uvTBF8XCsOlRWgjtfsSZZJQHotWUlQoO2zsgW+oC98lN4eMiIgo28jVrdEhYcXIhvcqLcKjf0xsM+/s7MMogLXfmC6bTi3DhFJ66TpH+6c//SmefvppXHfddSgoKIi8PmPGDOzfvz+lY27YsAF5eXn47ne/q1EqKdoxpxf7jzjx50NfYv9RJ4oK89ESN7fEExiRDFXgD4bwzA3n4D+vm41Ni8/Fsksa0d41kBCG67Iza1BqK8QnPS60d/Xjky9cGBz2Y3DYn/AakRpyz5QWz1yq57AWJOaxsJbGKlgL8mWHjflHpMN3lVgLJM9hE4kZT0RElK2UDMmWI7eOUEAmvJd/RDqGtpJzMPymcej6s8Xnn3+OxsbGhNdHR0cRCCQ/zOHdd9/F008/jRkzZmiRPIrT1efGyq0dMQXC/5lag3uvmob7X/0w8vrn/V6xQwAAjjq9uPG5E/HTw0PHg6OhyGuXnVmDe646C7f/8i+RQq7YWoBNi8/Fj97sTFi5kasqUqrkhoVpsZKnmnM4vX4saWkAkDi/eklLAwY9foycyDqC3L6g5NoEvS6v5DmcHg47IyKi3KLFkOzyYivWzp8uGJpr7fzpOOb0SafBIz90nOsPmYeuHe1p06Zh586dOPXUU2Ne/+Uvf4nm5uakjuVyuXDdddfhxz/+MdauXatlMgljv2THd7IB4I39PRhFCEtbTsz9PLlSetGkUCi2VxA+5tpvTI+E4Sq1FcZ0soGxoeWPCwxJT2YID1E0uWFh379mpuphY2rP8cA3puPvn/6T6PzqV5a1YjQk3dMuKSqUXJtg2D+C216QPgcREVEuUTJ1S87gsB/3v/oRZtVXYklc/frAqx/h9iumSL6/TOHULa4/ZA66drTvu+8+/NM//RM+//xzjI6O4sUXX8SBAwfw05/+FK+++mpSx7r11lvxta99Df/n//wf2Y62z+eDz3fiGySn05lS+nNJv9svOrTlzf1f4LrzTo38Sr3skka0NFYJ7t/SWIX27oGE13d19iE4GsKs+rHQW5/0uBI6Hs11FaJzTLmqYnbQO2/KDQvrd6tfyVPtOfwjozjn1ErBZz88JGxgOCCZ56wFY0O/xdYmqC61yp6DiHUnkXExf2ovPHVLrm6V0uvy4419PXhjX4/g9pVfPVPyHEUKzhHG9YeMT9eO9tVXX43/+Z//wfr165GXl4d7770Xs2fPxiuvvILLLrtM8XF+8YtfYM+ePXj33XcV7b9hwwasWbMm1WSblprwBMmsOryp7RA2LT4X+Xl5MR2IuZOrccOcSbjthXbB97mjQhgIDdfxBaXnqXBVRfPTO2/KDQuTe+6VPHNqz+H2BfHgwhnY9vEXqCkrioT+OOb04uIzxqO82IpP+9yyw8uBEtFzcNgZKZGrdSeRGTB/am/AIz91K1y3irWx5doAX7p9kufoc/vQML5U8hxkHrovLXvFFVfgiiuuSPn93d3d+Nd//Vf8/ve/VxyHe+XKlVixYkXkb6fTibq6upTTYAZq55k6bNKPRlVJEZ654ZzIkJjuL4ex8e+a4A2MRoawFObn4crHdiaE8AqLXhVRaAXFIpkFmbiqovnpnTflVuqUe+6VPHNanCMwMorX9h7GzrjQHy2njy1gVlpkwaIfqxv6zWFnJCcX604is2D+1J7SulWqjS3XBigpsuD6Te+KnmPLt+fInoNrFJmH6WK47N69Gz09PTj77LMjr42MjGDHjh144okn4PP5YlY0B4CioiIUFRXpndSM0SI8QWWJFa2NVTELOYS1Nlbhjf3HEoadzptcjccXNeP0mrFv4o45vZhdXyF6jNKoDkd4BcXoX9fauwdEh9dweGt20DtvCj1nYfMmV6OyRHq7kmeu1FYomXccdovkOezWAvzbr/4iGPpj1dYOPHLtLM2GfnPYGUnJtbqTyEyYP7WnpG6Va2NvXDhDsg1QZivE7HrhqZGtjVUot1s0aceTMaQ9hktlZSXGjRun6J8Sl156KTo6OvD+++9H/p1zzjm47rrr8P777yd0snORFuEJJjhsWL+gCXPjQgDNnVyNpa0N2NR2SPbYbl8Qi1saEsIItTRWYXFLQ8zQ8fBQ1uhwBZvaDmH5JZMxNy6EAYe3UqqEnjPgxDM1wWGT3B5+5qRCd8k9977AiOQ5hrwB0fUR2jr70O/2y14H8wYREVFylNStvS4/dn/Wj2WXNCaErn3vs34MeQOSbYBAcBTrFjShNW57a2MV1i1owsQKuybteDKGtP+i/eijj2p6vLKyMkyfHhvMvaSkBFVVVQmv5yotwhMAgKUgH19tmjjWOTg+tKVnyIc85Ck69qAngNteaBcdHvP8TefFvFdsKOsTHN5KGpIbMi23XW44l5Lnftb4UtFzdB/ySKY/PMebQ7+JiIi0JVe3unwBPLaoGZt3HYr5VTocunbQE5RvA9RX4qFvzsSgJxA5R7ndEhkSrlU7njIv7R3tG264Ien3bNy4EbfccgsqKiq0T1AOkJsfomSe6eCwH3cIDFsBxgqTpa0NgsNe4uddD/tHRFcOF0qH2FBWdh5IS3JDpsW2KxnOpfS5FzuH3Bzu6O0c+k1ERKQtqbq1wm7FQ787kDDyLPz3PVedpagNMLHCLjrXWot2PBmDIedor1+/Htdee63ijva2bdvSmh6zkZuHqmT+ZvTQmOa6isjKx3u6+rGp7RCWHl8xUerYWqSDyEjk8kWvy6/6uZdbge9kJwAAmVlJREFUH6GyhPmGiIgoXaRW+/aPjIpO79rV2QdbYb7qti/bz9kj7XO0UxEKhTKdBFPTYv5meGhMe1c/bnzuPXzn53uw9Nl30d7Vj8cWNaMgL3b4uNCxOY+Uso1cvnD7Aqqf+/D6CELzt9YvaMIEh7JoC0RERJScwwMeLHuhHZf+YDsW/Of/4tJHtmP5C+04PDA2rcsVtb6QEKcnoLrty/Zz9jDkL9qkntr5m3JDY9bNn44/rrhQ9ticR0rZRC5frJ/fBED9c19fVYJHrp2FfrcfTm8QDlshKkus7GQTERGlidLpYVJKiiyatH3Zfs4O7GhnMTXzN+WGxgRGQpg8oSzt6SAyErl84R8Zjfyt9rmf4LCxY01ERKQTJat9Kx3WrUXbl+1n8zPk0HHKPLmhMUPeoGh4I6JsJZcv3DLb9SYVhoyIiIhOULLat1bDulk/5wb+ok2C5IbGeAMj+Lsn/zfyd3R4I6JsZaaVQOXCkBER6W3fvn2aH7O6uhr19fWaH5dyj9I6Xu2wbtbPucOQHe25c+fCbueDlklSQ2NaG6vwv3+NHT4bPX+Fw1woW5llJVAl88yYT4lIL57BPgB5+Na3vqX5se32Yuzfv4+dbVItmTo+1WHdrJ9zS9o72k6nU/G+DocDAPDaa6+lKzmmJxVyQEvhoTF3bdkbU+DMnVyNG+ZMwm0vtMfsX2wtwIy6ChwZ9OKvve60po1ym155QIhYvkhlJdB0XoeSeWbMm0Skl8DwEIAQZv3jnRjfMFWz4zqPfIo/bVqD3t5edrRJtXAdH98Rnqvhat+sn3NL2jvaFRUVyIsLBRUvFAohLy8PIyMj6U6Oqek91ERoaMxIKIT5P9qFYf+Jz6rYWoDHFjVj865DeOLNTl3SRrnJCMOttFgJNN3XoWSeGRGR3kpr6jGufkqmk0EkamRkFFdOPwmL50yCLziKosJ89Di9CEYtdqoG6+fckvaO9ltvvZXuU+SETA01iR8a80mPK6aTDQBLWxuwedehhNWYOQyGtGSk4VZqVgLV4zrMNJeciIjICI45vbhra4dgdJHWxio8cu0s1dFAWD/nlrR3tC+88MJ0nyInGGWoidD8lea6iphfsjOVNspuRskDaulxHWaZS05ERGQU/W6/aAjPts4+9Lv9qjvarJ9zS0bCew0PD2P//v3Yu3dvzD8SZ5ShJkJhDXxB6eE0HAZDWjBKHlBLj+vQKvwIERFRrnB6pUN0ym1XgvVzbtF11fEvvvgCS5YswW9/+1vB7ZyjLc5IQ03i56jaLAWS+3MYDGnBSHlADb2uQ4u55ERERLnCYZPuFsltV4r1c+7Q9Rft7373u+jv78c777wDu92O119/Hc899xwmT56Ml19+Wc+kmE54qImQTAw1KS+24vSaUsyqr0Rtuc1QaaPsZLQ8kCo9ryM6n55eU8pKnIiISERliRWtjVWC21obq1BZwvqZkqPrL9pvvvkmfv3rX+Pcc89Ffn4+Tj31VFx22WVwOBzYsGEDvva1r+mZHMOLDv9Tbrdgw4Im7OjsRU1ZEXzBUdgsBTjm9OLiM8ZnNINqGfKISIyez5lc6C01obmYX4iItLVv3z7Nj1ldXc2QYTlmgsOGDQua0NbZixqH7URbe9CD1sZq1fOzKffo2tF2u92oqakBAIwbNw5ffPEFzjjjDDQ1NWHPnj16JsXw4sP/FFsLsHnxuXht7xHs7IxtnF94xvhMJTOCw2BID3o8Z3Kht7QIzcX8QkSknmewD0AevvWtb2l+bLu9GPv372NnO8eEALzWcQQ7oxZFm9tYjZZG4ZFoRFJ07WhPmTIFBw4cwKRJkzBr1iz813/9FyZNmoSnnnoKtbW1eibF0ITC/yxtbcBjbx40dAgtNSGPiJRK53MmF3rr+9fM1Cw0F/MLEZE6geEhACHM+sc7Mb5hqmbHdR75FH/atAa9vb3saOeQY04vVgqE99rZ2YtVWzs0Ce9FuUXXjvZ3v/tdHDlyBABw33334YorrsDPf/5zWK1WPPvss3omxdCEwv8whBZR+smF3up3Z0eIMSKibFJaU49x9VMynQwyOT3Ce1Fu0bWjfd1110X+39zcjE8//RT79+9HfX09qqs5JCNMKPwPQ2gRpZ9c6C250B7Mh0REROakR3gvyi26rjp+//33Y3h4OPJ3cXExZs+ejZKSEtx///16JsXQhML/FBVKf1RmCW1EZGRyobfkQnswHxIREZmTXuG9KHfo2tFes2YNXC5XwuvDw8NYs2aNnkkxNKHwP+3dA2gRCTlgptBGREYmF3qrsiQ7QowRERFRLD3De1Fu0LWjHQqFkJeXl/D6X/7yF4wbN07PpBhaOPxPdIN+U9shLL9kMubGNfIZEohIO0J5DziRzyY4bJLbmQ+JiIjMaYLDhvULmhI6262NVVi/oInzsylpuoyBqKysRF5eHvLy8nDGGWfEdLZHRkbgcrlwyy236JEU0xAL//MEQwIRpZVc6C2G5iIiIspO9VUleOTaWeh3++H0BuGwFaKyxMpONqVEl472o48+ilAohKVLl2LNmjUoLy+PbLNarZg0aRIuuOACRcd68skn8eSTT+LTTz8FAEybNg333nsvrrzyynQkPaPEwv+wQU+UXnKhtxiai4iIKDtNcNjYsSZN6NLRvuGGGwAADQ0NaGlpQWFh6qc95ZRTsHHjRjQ2NgIAnnvuOXzjG99Ae3s7pk2bpkl6zWhw2I9elx9ObwAOuwXVJewIEGUS8yQRpVNXVxd6e4XDDaZq3759mh6PKFuxjicldF0+78ILL8Qnn3yCzZs345NPPsF//Md/oKamBq+//jrq6uoUdZSvvvrqmL/XrVuHJ598Eu+8807OdrQPD3hw55a9MfF9502uxsaFMzCxwp7BlBHlJuZJIkqnrq4uTJ16JjyeYfmdUxDw+dNyXKJswDqelNK1o719+3ZceeWVaGlpwY4dO7Bu3TrU1NRg7969+MlPfoJf/epXSR1vZGQEv/zlL+F2uxUPPc82g8P+hMwOADsO9uKuLXvx+KJmfsNGpCPmSSJKt97eXng8wzhv6X1w1E7S7LhHOt7GBy8/jWCQ8YKJhLCOp2To2tG+6667sHbtWqxYsQJlZWWR1y+++GL8x3/8h+LjdHR04IILLoDX60VpaSm2bt2Ks846S3R/n88Hn88X+dvpdKZ2AQbU6/InZPawHQd70evyM8OTYWVj3mSepGyRjfkz2zhqJ2Fc/RTNjuc88qlmx6L0Yv7MDNbxlAxdw3t1dHRgwYIFCa+PHz8efX19io8zZcoUvP/++3jnnXfw7W9/GzfccAM++ugj0f03bNiA8vLyyL+6urqU0m9ETm9AcvuQzHaiTMrGvMk8SdkiG/MnUbZg/swM1vGUDF072hUVFThy5EjC6+3t7Tj55JMVH8dqtaKxsRHnnHMONmzYgJkzZ0r+Ir5y5UoMDg5G/nV3d6eUfiNy2CyS28tkthNlUjbmTeZJyhbZmD+JsgXzZ2awjqdk6Dp0/B//8R9x55134pe//CXy8vIwOjqKXbt24fbbb8f111+f8nFDoVDM8Jl4RUVFKCoqSvn4RlZdasW8ydXYITCMZd7kalSXcvgKGVc25k3mScoW2Zg/ibIF82dmsI6nZOj6i/a6detQX1+Pk08+GS6XC2eddRbmzp2LOXPm4O6771Z0jFWrVmHnzp349NNP0dHRgdWrV2Pbtm247rrr0px6YyovtmLjwhmYN7k65vV5k6vx4MIZnCdCpDPmSSIiouzEOp6Soesv2haLBT//+c/xwAMP4L333kNeXh6am5sjMbGVOHbsGP7pn/4JR44cQXl5OWbMmIHXX38dl112WRpTbmwTK+x4fFEzel1+DHkDKLNZUF3KeH5EmcI8SURElJ1Yx5NSuna0AeCZZ57BD3/4Qxw8eBAAMHnyZHz3u9/FTTfdpPj9lKi8mBmcyEiYJ4mIiLIT63hSQteO9j333IMf/vCHWL58eSTu9dtvv43vfe97+PTTT7F27Vo9k0NERERERESkOV072k8++SR+/OMfY9GiRZHXvv71r2PGjBlYvnw5O9pERERERERkerouhjYyMoJzzjkn4fWzzz4bwWBQz6QQERERERERpYWuHe1vfetbePLJJxNef/rpp3N21XAiIiIiIiLKLhlZDO33v/89zj//fADAO++8g+7ublx//fVYsWJFZL8f/OAHeieNiIiIiIiISDVdO9offPABZs+eDQD45JNPAADjx4/H+PHj8cEHH0T2y8vL0zNZRERERERERJrRtaP91ltv6Xk6IiIiIiIiIt3pOkebiIiIiIiIKNuxo01ERERERESkIXa0iYiIiIiIiDTEjjYRERERERGRhtjRJiIiIiIiItIQO9pEREREREREGmJHm4iIiIiIiEhD7GgTERERERERaYgdbSIiIiIiIiINsaNNREREREREpCF2tImIiIiIiIg0xI42ERERERERkYbY0SYiIiIiIiLSEDvaRERERERERBpiR5uIiIiIiIhIQ+xoExEREREREWnIdB3tDRs24Nxzz0VZWRlqamowf/58HDhwINPJIiIiIiIiIgJgwo729u3bceutt+Kdd97BH/7wBwSDQVx++eVwu92ZThoRERERERERCjOdgGS9/vrrMX9v3rwZNTU12L17N+bNm5ehVBERERERERGNMd0v2vEGBwcBAOPGjctwSoiIiIiIiIhM+It2tFAohBUrVqC1tRXTp08X3c/n88Hn80X+djqdeiRPscFhP3pdfji9ATjsFlSXWFFebNX9GER6M3reJH0YofwyQhqMhvmTyLjSkT/ZHiXSlqk72suWLcPevXvR1tYmud+GDRuwZs0anVKVnMMDHty5ZS92HuyNvDZvcjU2LpyBiRV23Y5BlAlGzpukDyOUX0ZIgxExfxIZl9b5k+1RIu2Zduj48uXL8fLLL+Ott97CKaecIrnvypUrMTg4GPnX3d2tUyqlDQ77EwokANhxsBd3bdmLwWG/LscgyhSj5k3ShxHKLyOkwaiYP4mMS8v8yfYoUXqY7hftUCiE5cuXY+vWrdi2bRsaGhpk31NUVISioiIdUpecXpc/oUAK23GwF70uv+xwGy2OQZQpRs2bpA8jlF9GSINRMX8SGZeW+ZPtUaL0MF1H+9Zbb8Xzzz+PX//61ygrK8PRo0cBAOXl5bDbzTUsxekNSG4fktmu1TGIiDLBCOWXEdJARJRJbI8SpYfpho4/+eSTGBwcxEUXXYTa2trIv//5n//JdNKS5rBZJLeXyWzX6hhERJlghPLLCGkgIsoktkeJ0sN0He1QKCT4b/HixZlOWtKqS62YN7lacNu8ydWoLpUfYqPFMYiIMsEI5ZcR0kBElElsjxKlh+k62tmkvNiKjQtnJBRM8yZX48GFMxTNZdHiGABwzOnF/iNO/PnQl9h/1IljTq/yCzlucNiPT3pcaO/qxydfuLjwBRFJlgtalV9qKE0DyzciylZalIMsS4kSmW6OdraZWGHH44ua0evyY8gbQJnNgurS5GIO5gG4sqkWN8yZBF9wFEWF+egZ8sm+L6yrz42VWzuwq7Mv8lprYxXWL2hCfVWJomMwpAMRxVNSLqgtv7QglwaWb0SU7bQoB1mWEsViR9sAyouT61hHGxz24w6BcArAWOH1+KJmyWMfc3oTOtkA0NbZh1VbO/DItbMwwWGTTYNUSAe5NBBR9lFSLgBQVX5plU6pNHz/mpks34goq2lRDgLS5TnLUspF7GjrbHDYj16XH05vAA67BdUlVniDo+h3++H0BuGwF6Ky2CrauT084MGgJwCnJ4ByuwUl1gIcG/Ri2SWNaK6rgC84CpulAHu6+rGp7ZBsOIV+tz+hkx3W1tmHfrdftqPNkA5E5iRUHsXnVbl9xLYrKRcAYPdn/bLll5J0pqrX5ZdMQ7+b5RsRZbdelx/HBr34w4p5CI6E4PSMlbWFBXm49Wd7FJWDgHR5rrQsTWd5T6Q3drR1FD9kpthagE2Lz8WP3jyInQqGbX/W58aquF+fL506Hk9ffw5Wv9SBJ97sjLze0liFxxY1w+2TDqfg9AZVbR/bhyEdiMxGyRA+uX2ktrtkyp4hbwB5ecBji5qxedchwfLL4w+kfaihyxeQTIPLJ10GsnwjIrPzBwORtmT8NMKnrz8HTo/0dB4l5blcWer2pb+8J9IbF0PTidAwyqWtDXg8rpMNnBi2Hb0g2eEBT0InGwDOnFieUDACwK7OPmzedQjldulvAR026e9a5LaP7cOQDkRmIjese3DYL7vPMadXcnuFTNlTZrOg3G7B5l2HRMsvh90qm061KuxWyTRUlchfBxGRmZUWWQXbkm2dfbj7pQ5UFhdJvr/MZlFdlpbrUN4T6Y0dbZ0IDaNsrquQHbYdNugJCO4rdYxdnX3wj4xKpquyxIrWxirBba2NVaiUKRgBhnQgMhslw7rl9pEbBugfGZUtF7zBUcnyy+0fUTRcUQ3/iHQaAiMhlm9ElNVc/hHJ9qjLPyJbDqotS/0jo2kv74n0xqHjaRI/x2TQk1hA+ILineBiawEAYP8RJ5zeIPJE9pM6BgAMDAfw50Nfxsz9jk/bhgVNeOevfRhXWhSZU3Ns0IPWxmrZ+dnAiZAOd23Zix1xw330CtFDRMopme4Rwlg5tLS1QXC+ndy0ErcvKFsuHDjmQnWpFQ8unIEaRxFc3hGU2Qojv5Y7PdpNS4lf38Jht2BihV12OOOwX/46lNJj7iHnNxKRmGNOr+CaQE5PQLK8H/IG8ODCGdj28ReoKYtqKzq9uPiM8SgvtuKvvW7JY8iVpUdlwspymg6ZETvaaSA0x+T5m85L2K+oUHhAQbG1AI8tasa633wUGVb+zA3nCO4rdoywIV8QS599F8DYfO57r56Gu1/6ICZtcydX49aLTsfS597DsH9k7LXGKrQ0Cn/zKMQIIXqISBkl0z3k5tuV26WrjzKbRTZ8YUVxIX5+0/m4/9UPE+YF/vym8xEKhWTPoYTQ+hatjVVYt6AJ5Xb5e6FFGEY95h7myvzGffv2aX7M6upq1NfXa37crq4u9PYK/0qnRjruASUy07MmRyqUa0WxRbK8d9gtCAF4be8R7OyMLV8uPGM8AKDcLn8MqbI03P4Uw2k6ZEbsaGtMbF7j//61D62NVWiLKuDauwfQ0liVMNRmaWtDwjwXsX3buwcSjhvW2lgV01A9c2K54DzvnQd7MRoKYWlrQ6Rw3JlkeK9Mh+ghIuXC0z12iOTZ6lIrXL6g6Hy7PAAbF86QPQYgHb6w2FqIO7fsFZwX+MCrH2LjwhmS5VupgjUkxNa3aOvsw+qtHYrPoTYMY7rD2uRCmEXPYB+APHzrW9/S/Nh2ezH279+naQeoq6sLU6eeCY9nWLNjxgv4OJw2Hcz2rMmRC+W6ceEM2fL+zi17YzrZQGz5UlSYL3mMBxfOACBeliqpl4jMhh3tJCgZktfr8mPfESeeueGcmKGQXwx5ce6plcjLy4s0hDa1HcKzS87FVTMmxgzFOclRhF/8uSsmREKJtRCXnzUBH3w+iAkOW2TfviEfvj5zIta8EvuLUEtjFRa3NKAg78Sg8+a6iphvGaPt6uzD0paGmNf2dA1g2BfEJz0u2Wtm+Bsi4xErs8qLrbLDAA8PeqXn7HmDsseQSgMADHmD0ufwBbG4pQEhQLB8cx8f9i02HBIQX98ifI4hr7JzqKG0jFQz7DsXyuHA8BCAEGb9450Y3zBVs+M6j3yKP21ag97eXk07P729vfB4hnHe0vvgqJ2k2XEB4EjH2/jg5acRDKp/PimR2Z41Of1uP9q7BkRDbw15g7Lb5UIxSs3Rbuvsg9MbxMkSaeQ0RMpG7GgrpHRI3rA/IDoU8t6rp+G+q89CHvIwdLwhVZifh8f/GLvy+NzGavz8pvPx4Ov7Ih3jYmsBNi8+F7/tOBK77+RqjHcU4SsN47C0pSEybLu9ewC3vdCOh6+ZGdlXbj539Pbw8PV7f/1BzPmErpnhvYiMR67M8o+M4rW9h+PKnirMOX1scUS5+dEu31gZJjWUUC4NcudwegK47YV2LG1tECzffnHzeZLDIeurShTN85Y6h9C0n2TJlZFahLXJpXK4tKYe4+qnZDoZijlqJ2meXueRTzU9Hgkz27MmxuULSg7rdsuEOVSy3ROQbmMqKYO0mKZDZCTsaCuQzJC8CrsVd4kMz7n/lQ+xYUET6o7Hxz7m9GLF//d+4lDuzl488OqHmFVfiTf3fwFgbDj5Y28eFB323VxfiRufey8h7dFzuOXmc0dvFxq+LnbNDO9FZCxyZdaGv2sSnkZyfDj1Q9+cCYfM3OVxJUWSQwm/f81M2XJT7hxlNguG/SOiI3HKbBbJ4ZCPXDtLk3OoJVdGyoW1UTLsm+UwEYmpKrHih298LDisGwDWfmM6fvhGYhszme2WQumOttIySM00HSKjYUdbAbHh4MecXvz7yx9iYDgQGe5nsxRIDp1x+0ciQ7Hl9l0SNZQ72WHfwNg3je3dA5G/peZzx+/bXFeBTW2HJIcJhQtCzquhbGP2lZvlhhE7ZYZsDx5fmVtq7nJAJhSLXPivXpcfJdYCyXOUWAtw5fQJ+ObZdQll7692d8MnM1Sx3+2XvQ6HrVBR+aXmmZArI5WEtZE7F8thIhIjVVbu6uzTZLtcWSu38CRRNmJHWwGp4eA/vfEreODVD/HG8V+e//O62ZLHGvAE8A9PvwMAeOHm8yX3jR7KLRcPOy8u/tfcxmp85+JG3Pjcu5HXPjo8iHuumoa1v/koYdXx71wUu29BXp7sMKEwzquhbJINKzfLDiNWMJz6zFoH1i1owuqtHTENp/Bq3V+6pRdhkgv/NeQNYDQUwj1XTcMDr36YcI57r56GgWEv7vi/U3H3Sx8klL0PzJ+OPpd0ZAOnN4ipMtdxcmWxbPml9pmQKyO1CGvDcpiIxDg90uWxkmk8ctunniRd1pql/iTSEjvaCkgNB7/npQ8wq74y0tGWG55dUlQQ+X+prUBiz9hjjS8tktx3Yrkdr/3rXAx5xn5t+d2HR/HnT/vw+KLmmDmH1/3kHWy5ZQ6CoyEMeQMoKSrE+90DCfvWVthw/6sfiQ4TWj+/Kfb8nFdDWSBbVm6WG0bsKJbZfvyXh1OrSvDQN2di0BOI5Ovy4yFafDLz8RwyK4KX2SwIjIziup+8gwcXzsCdV06FyzuCUlsBepw+/OOP38GWb88RXTH8npc+wAPfmK4oDVLXAUiXX1o9E3qEtWE5TERClJTHaraX2y0YHPbjodf3Y0lLQ0J5/v3X94+FU2RZRDmGHW0F3P4RxUO8xcJwAWPf6vU4T/wC0+P0SQ6ziR7KbS3MFz1uS2MV/COj+PoTuwAAyy5pRHtXv+C+8yZXo6LYEinsPulx4d9+tTdhv1/dcoHkMCGhX9g5r4bMLltWbpYbRlxUIF2eFBWc+JJvYoVd8JcIS0Ge5DGKrQWyQ5m9wVFMPalMcH2J1sYqDMuUvb6RUckytLLkxGcldh1hYuWXls+EHmFtWA4TUbzKEqtkWVksM42n1FogWd5bC/LR6/LjNx1H8ZuOo4Jp+N5lU1g2Uc6R/vmVAMgPgYwe4r2p7RCWtDSgpbEqZp/wUMg7t5zo1N65ZS/uuWoaWgX2XbegCfsOD0ZeOzLoFTxuS2MVlrQ04EvXiWGcm9oOYdnFjZg7uTpmX6EhhGJDTL+QGZKZTMibwWE/Pulxob2rH5984cLgMON+kjFly8rN4WHE80TKAKc3IFmeKLnOPrdf8hi9Lp9kGsqPh+Bav6BJsAxcv6AJQzJlr9MTlHx/OMSXGkqfCTXlnNznxcYpEakhV9b2DnlF26P3Xj0NfS7pNmif25819SeRlviLtgJyQ26ih3gP+0cioWLu/tpZGPIG4bAVosRagAVP/i96ozrEvS5/ZNjk6qh9K0uON0D/bkYkNmyZrRALn/xf0RA0L32nBa//69yxOLK2QowrseIJBUMIxYaYWgukv4NROpQxG+a7Uu7IppWb5YYqL/rxn0TLk1eWtcoev9RWiOs3/Vn0GC9+Z46iocz1VSV45NpZJ+JgR5WBckOqHbZCyfdrQckzoUU5x2HfRJROUmWl2z8iOY3nv288D7c98654ef/tObBo1G4kyibsaCsgN+Qmeog3MNbZ3ts9gJtbG1Bee2LF2rNqHQlDA3tdfjz3v5+OzfOrjW1QTXDYIo3FY04vZtcLrzze2liF8mKLYMMy1ZVqpVYoVzqUMVvmu1LuyLaVm6WGKp9zaqVgeaL0Oh02i2SZFO6gKhnKHF3WRZMre8NDw8XerwW5Z6LUVojbf/kXTco5DvsmonQSKyvLbIWS03jKbIWS5X1liRW2wvysqj+JtMCh4yKihwEO+4JYJzLkZt2CJhw44ox5XWi4n9qhgW5fEItFhu0sbmlIaih3NLF0HTjixPoFTaqGMiqZ20hkJLkyhFeL6/QGRiTLJG9A+tdoJeSGO6arcx1N7l65fUGWc0RkCmJTXDyBIB6YP12wrH1gfhN8QflpOrlSfxIlg79oCxAaBnhV00nYuHAGXN5gwpCbh6+ZqWi4n5qhgYOeQGRIutCwnedvOi/l65VKl5qhjJyvQ2aUK0N48wBc2VSLG+ZMipQnPUPSazNES2eZFC3dQ8OVkHom2rv6Jd/Lco6IjEBqiku/O4j/9/+9jx9dNxurCvIx5AmgzG5BcGQU1z/zJzxy7Sx8pcEhWxbnSv1JpBQ72nHEhju/2nEUTm8Qjy9qxtS4Id7JDPdLdWigw2bBsH9EcNgOoH7ui1i61AxlzKb5rpRbsn0I7+CwH3cIlHPAWMNLyXDndJdJ0dI5NFwpsWeC5RwRGZ3cVL5VXz0T3f2eSPSaeOG1ipSUxdlefxIlw5RDx3fs2IGrr74aEydORF5eHl566SXNjq3VcGetV9oOzxMUYtS5L2ZMM1Eu0KKcM1L+zmRkAyPdByIiIXJlfsnx8F5C4kMlEpFypuxou91uzJw5E0888YTmx9ZiuPPhAQ+WvdCOS3+wHQv+839x6SPbsfyFdhwe8KScLjPOfTFjmolygRblnFHydzrK22QY5T4QEYmRL/P9kmsRZXpEEZFZmXLo+JVXXokrr7wyLcdWOwwwnSttm3HuixnTTJTttBrunOn8bZTIBpm+D0REUuTK/JIiKx549SPMqq/Ekrg1N9a++hEevmYmyzOiFJiyo50sn88Hn+/EIj9Op1N0X7XhfZQMyVRTWJlx7osZ00z6SCZvkna0DGOWyfyd7vI2GdlYzjF/EhmXlm1b/8go3tjXgzf29Qi+X8+ylCibmHLoeLI2bNiA8vLyyL+6ujrRfdUOA+RK20TKJZM3STvZMtyZ5W16MX8SGZeWbVuXTIhYlqVEqcmJX7RXrlyJFStWRP52Op2SBZKaYYBcgZZIuWTzJmknG4Y7s7xNL+ZPIuPSsm077B+RPBfLUqLU5ERHu6ioCEVFRUm9J9VhgFoOySTKdqnkTdKO2Yc7s7xNL+ZPIuPSsm3LspQoPXJi6LiesmVIJhGR0bG8JSJSj2UpUXqY8hdtl8uFzs7OyN+HDh3C+++/j3HjxqG+vj6DKRuTDUMyiYjMgOUtEZF6LEuJtGfKjvZ7772Hiy++OPJ3eI7KDTfcgGeffTZDqYpl9iGZRERmwfKWiEg9lqVE2jJlR/uiiy5CKBTKdDKIiIiIiIiIEnCONhEREREREZGG2NEmIiIiIiIi0pAph46rFR527nQ6M5wSotxQVlaGvLw82f2YN4n0p3X+dLlcAIDBv/0Vo0Hp+LzJcPV8Pnb+o59qGnZs6OhnAIA9e/ZE0q6Fjz/+GID29wFI373gcdN73PCz5nK5FNVzSvMmwPqTSG9K8mdeKAcnO//tb39DXV1dppNBlDMGBwfhcDhk92PeJNIf8yeRMSnNmwDzJ5HelOTPnOxoj46O4vDhw0l9U2gkTqcTdXV16O7uVlwAm0k2X182Xxsgfn1K85rSvJnt91FPvJfaMeu91Dp/GoVZP4904L2IZZb7kUxeGx0dxYEDB3DWWWcZ/rrMwCzPiFlk4/1Ukj9zcuh4fn4+TjnllEwnQzWHw5E1D6uQbL6+bL42IPXrSzZvZvt91BPvpXay9V6ate7M1s8jFbwXsbLpfuTn5+Pkk08GkF3XlWm8l9rKtfvJxdCIiIiIiIiINMSONhEREREREZGG2NE2oaKiItx3332aroRpJNl8fdl8bYB+15ft91FPvJfa4b00Fn4eJ/BexMrW+5Gt15UJvJfaytX7mZOLoRERERERERGlC3/RJiIiIiIiItIQO9pEREREREREGmJHm4iIiIiIiEhD7GgTERERERERaYgdbSIiIiIiIiINsaNNREREREREpCF2tImIiIiIiIg0xI42ERERERERkYZysqMdCoXgdDoRCoUynRQiisK8SWRczJ9ExsX8SWQ8OdnRHhoaQnl5OYaGhjKdFCKKwrxJZFzMn0TGxfxJZDw52dEmIiIiIiIiShd2tImIiIiIiIg0xI42ERERERERkYbY0SYiIiIiIiLSUEY72hs2bMC5556LsrIy1NTUYP78+Thw4IDke7Zt24a8vLyEf/v379cp1URERERERETiCjN58u3bt+PWW2/Fueeei2AwiNWrV+Pyyy/HRx99hJKSEsn3HjhwAA6HI/L3+PHj051cMoHBYT96XX44vQE47BZUl1hRXmw1/LEzeS6idDrm9KLf7YfTG4TDXojKYismOGyanoP5hYiUlgPh/Vy+ACqKrfAHR+HyBVl2EJHmMtrRfv3112P+3rx5M2pqarB7927MmzdP8r01NTWoqKhIY+rIbA4PeHDnlr3YebA38tq8ydXYuHAGJlbYDXvsTJ6LKJ26+txYubUDuzr7Iq+1NlZh/YIm1FdJf5mqFPMLESktB8L77f6sH48tasZDvzsQUz6x7CAiLRlqjvbg4CAAYNy4cbL7Njc3o7a2FpdeeineeuutdCeNDG5w2J9QyQLAjoO9uGvLXgwO+w157Eyeiyidjjm9CZ1sAGjr7MOqrR045vSqPgfzCxEpLQei91va2oDNuw4llE8sO4hISxn9RTtaKBTCihUr0NraiunTp4vuV1tbi6effhpnn302fD4f/vu//xuXXnoptm3bJvoruM/ng8/ni/ztdDo1Tz9lVq/Ln1DJhu042Itelz/l4WDpPHYmz2UEzJvZq9/tT2jEhrV19qHf7Vc9hDzX8ovemD/JDJSWA9H7NddV4Ik3O2XfY2Rq8mdXVxd6e4XvmRrV1dWor6/X/LhEZmWYjvayZcuwd+9etLW1Se43ZcoUTJkyJfL3BRdcgO7ubjz88MOiHe0NGzZgzZo1mqaXjMXpDUhuH5LZnqljZ/JcRsC8mb2c3qCq7crOkVv5RW/Mn2QGSsuB6P18wVFF7zGyVPNnV1cXpk49Ex7PsOZpstuLsX//Pna2iY4zREd7+fLlePnll7Fjxw6ccsopSb///PPPx89+9jPR7StXrsSKFSsifzudTtTV1aWUVjImh80iub1MZnumjp3JcxkB82b2ctikqxe57crOkVv5RW/Mn2QGSsuB6P2KCqVnTpqh7Eg1f/b29sLjGcZ5S++Do3aSZulxHvkUf9q0Br29vexoEx2X0Y52KBTC8uXLsXXrVmzbtg0NDQ0pHae9vR21tbWi24uKilBUVJRqMskEqkutmDe5GjsEho/Nm1yN6tLUh4Cl89iZPJcRMG9mr8oSK1obq9AmMHy8tbEKlSXqn+Vcyy96Y/4kM1BaDkTv1949gJbGKsHpLWYpO9TmT0ftJIyrnyK/IxGlLKOLod1666342c9+hueffx5lZWU4evQojh49Co/HE9ln5cqVuP766yN/P/roo3jppZdw8OBBfPjhh1i5ciW2bNmCZcuWZeISyCDKi63YuHAG5k2ujnl93uRqPLhwhqq5Vuk8dibPRZROExw2rF/QhNbGqpjXw6uOaxHii/mFiJSWA9H7bWo7hCUtDWiJK59YdhCRljL6i/aTTz4JALjoootiXt+8eTMWL14MADhy5Ai6uroi2/x+P26//XZ8/vnnsNvtmDZtGn7zm9/gq1/9ql7JpiTpFeN2YoUd379mZlpi9qbz2ELnenxRM3pdfgx5AyizWVBdytielEiPvKXmHPVVJXjk2lkn8o2tEJUliflGzTmYX4jMSW35dczpjZQt5cWF2LhwBjz+EclyILq8cPsCWD+/Cf6RUbh9QZYdRKS5jA8dl/Pss8/G/H3HHXfgjjvuSFOKSGvZEn9a71i95cWs7EmaHs+kFueY4LBJfiGlxTmYX4jMRW2+7+pzJ4QPDI+WmVVfKflelhdEpBdDxdGm7JIt8acZq5eMRo9nMlvOQUTGojbfH3N6EzrZwFjYwFVbO3DM6dU8zUREqWBHm9JGSWxLM5xLz+sgUkKPZzJbzkFExqI23/e7/YKLmAFjne1+N8sNIjIGdrQpbbIl/jRj9ZLR6PFMZss5iMhY1OZ7pzeoajsRkV7Y0aa0yZb404zVS0ajxzOZLecgImNRm+8dNunlheS2ExHphR1tSptwzEoh6Yo/nY5z6XkdREro8UxmyzmIyFjU5vvKEmtC2MCw1sYqVJaw3CAiY2BHm9ImW+JPM1YvGY0ez2S2nIOIjEVtvp/gsGH9gqaEznZ41fF0hN0kIkpFXkhJjK0s43Q6UV5ejsHBQTgcjkwnJ+uFY2VqHeNWKAYnAMFzaRFvODpmZziOtq0wX/C4QvsaufI3SnpzKW9q8UyqzVtKPne5fQ4PeDDoCcDpCaDcboHDbkk6vJhRnj+Slkv5k9IvnO9dviCqSqwIjITg9gdRWlQIa0E+Bjx+lNksKCkqhMsblK5nbYVw2C3wBUYw4EksU8XKWy3KYaXSfS6l+XPPnj04++yzcdnqzRhXP0Wz83/ZdQB/WLcEu3fvxuzZszU7LpGZcSILpV06YlZKxeA8vaZU8b5KOwRCx5g7uRq3XtyIpc++i2H/SOS4D8yfjjWvfIg3938R2Tf8TXt9VUlK15tOUvFIjZjebKBVDGw1eUvJ5y6Xzs/63FglcIx1C5pwqsJnR+8Y9USUeeF8v/uzfjy2qBk/fOPjmHKkpbEKN7Wehj63H8+0HYrZFl0+hL+QEytHHlw4AyFAcNva+dNx/6sf4Y19PYLHTsf1spwjyi0cOk6mk0wMTi3i9IodY+fBXjz+5kEsbW2IOe7qrR04a2J5zL5Gje/JeKT6M0LsaCWfu1w6P+8fTuhkh4+xemsHDg94ZNNhhHtBRPqKzvdLWxuwedehhHJkV2cfjgx6sKktcVt8+SBVjmz7+Avc+Svhbau2dmBqrSPhda3LHpZzRLmLHW0ynWRicGoRp1fqGLs6+9BcVxHzWpvAa+HXjRbfk/FI9WeE2NFKPne5dDq9QcljDHrkQ3MZ4V4Qkb6i831zXYVoOTLBYUObyLbo8kGqHKkpK8LOTuFtYnW11mUPyzmi3MWh42Q6ycTg1CJOr9wxfMFRRa+NHctY8T0Zj1R/RogdreRztxTkSe8j05HWIm8xjjZR9onO92J1pdw24ET5IFWOyB1DbLuWZQ/LOaLcxY42mU4yMTi1iNMrd4yiwsSBIUKvjR3LWFmO8Uj1Z4TY0Uo+d0uB9IAnhz39eYtxtImyT3S+F6sr5bYBJ8oHqXJE7hhi27Use1jOEeUuDh0n00kmBqcWcXqljtHSWIX27oGY11oFXgu/brT4noxHqj8jxI5W8rnLpdNhK5Q8RrlMRxwwxr0gIn1F5/v27gG0iJQjx5xezBXZFl0+SJUjPUM+0W1idbXWZQ/LOaLcxY42mU4yMTi1iNMrdoy5k6ux/JLJ2NR2KOa46xY0Yd/hwZh9jRrfk/FI9WeE2NFKPne5dJ5cWYx1IsdYt6BJ0Uq6RrgXRKSv6Hy/qe0QlrQ0JHS2WxqrUFtux5LWhoQyJr58kCpHLj5jvOi29QuacOCIU/LYWmA5R5S7GEebsUBNK5kYwlrE8hY6BiActzs+vmdlibHjAhslvbmUN9MVXz4ZSj53uXSG42iHt5enEEfbCPeC5OVS/qT0C+d7ty+AcrsV/pFRuH1BlByPoz3o8aM0Ko62XPkgVY6IbdOz7En3uRhHm8h4OAGTTCuVGMIhADi+xlO40nN6A3DYLagukT6e2PmEXpvgsBm6Yx3PVpgPS0E+LAV5sBTmwyYzr43U0yK+fLLPcDwln7tcOidW2FXHgdXiXqil9l4SUXLk831J5H8TBPqNQnn29JrSmG1/7XUnbEsuDckTK0uMUM4Rkb7Y0aasd3jAkxDDcu7katx6cSOWPvsuhv0jAMaGcW1cOEN1p8FshO5Prt4LM1H7ufFzP4H3gshcpPJsHoA7MpSfWZYQUTT+bEVZbXDYn1DpAcDOg714/M2DWNraEHltx8Fe3LVlLwaHcyempdj9ycV7YSZqPzd+7ifwXhCZi1ye3fbxFxnJzyxLiCgeO9qU1Xpd/oRKL2xXZx+a6ypiXttxsBe9rtypDKXuT67dCzNR+7nxcz+B94LIXOTybE1Zkei2dOZnliVEFI8dbcpqTm9AcrsvOJrw2pDMe7KJ3P3JpXthJmo/N37uJ/BeEJlLKvV6WDrzM8sSIorHjjZlNYdNOpZvkcDiT2Uy78kmcvcnl+6Fmaj93Pi5n8B7QWQuqdTrYenMzyxLiCgeO9qU1apLrQmxK8NaGqvQ3j0Q89q8ydWRsF25QOr+5Nq9MBO1nxs/9xN4L4jMRS7P9gz5RLelMz+zLCGieOxoU1YrL7Zi48IZCZXf3MnVWH7JZGxqOxR5bd7kajy4cEZOhd8Quz+5eC/MRO3nxs/9BN4LInORy7MXnTE+I/mZZQkRxcsLhUKhTCdCb06nE+Xl5RgcHITDIRCckbLOMacX/W4/nN4gHPZCVBZbYSvMR6/LjyFvAGU2C6pLpWNcCsXGBCAYLzOZmLx6xu8VO1f4daX3Il2YN5Mj9FwnE7/98/5hOL1BOD0BlNstKLMV4uTK4ph91D6fZolPbZQ8YGTMn5QJ0WVIaVEhrAX5cPn8cNiscPtHIuWfw2aBLzCCAc+J/QY9fpQUWVBqK4TbF8SgR/tyKDp95XYLSooK4fIGdS9LlObPPXv24Oyzz8ZlqzdjXP0Uzc7/ZdcB/GHdEuzevRuzZ8/W7LhEZsY42pT1pOJanl5TmvIxhGJxX3ZmDe656iysfukDRXE09Yy5KXcudirMRe2z81mfG6u2dmBXZ1/ktdbGKqxb0IRTq0o0OYeZYsqWF7NjTWQ0QmVIS2MV7r1qGu575UO8uf+LyOutjVVY3NKA215ox7B/JCau9u2//EtayiEt2hdElL04dJyymhZxLZOJxT2l1oGVWzsUnU/PmJuM75ld1H6ehwc8CZ1sAGjr7MPqrR04POBhrG4iyiixMmRXZx8eePVDnDWxPOb1ts4+bN51KFInpzuuNss4IpLDjjZlNS3iWiYTi7u5riKh8yJ2Pj1jbjK+Z3ZR+3kOegKiz2lbZx8GPQHG6iaijJIqQ9ri6t6w+Do5nXG1WcYRkRwOHaespkVcy2RidkrF74w/n54xNxnfM7uojqPtkX+/pUD6e1jG6iaidEo1Xnb86+mKq80yjojksKNNWU2LuJbJxOyUit8Zfz49Y24yvmd2UR1H2y7/fqtMR5uxuokonVKNlx3/erriarOMIyI5HDpOWU2LuJbJxOJu7x5Aa2OVovPpGXOT8T2zi9rPs9xuEX1OWxurUG63MFY3EWWUVBnSGlf3hsXXyemMq80yjojksKNNWU2LuJbJxOI+cMSJ9QuaFJ1Pz5ibjO+ZXdR+nhMr7Fi3oCmhsx1edTy8Cj1jdRNRpoiVIS2NVbj36mn46PBgzOutjVVY0tIQqZPTHVebZRwRycloHO0NGzbgxRdfxP79+2G32zFnzhw8+OCDmDJFOq7f9u3bsWLFCnz44YeYOHEi7rjjDtxyyy2Kz8tYoOolE1PaCIRi5HqDo0nFIBY6BgDB2LvJxOTVM36v2LmMEvc7m/KmHvGjDw94MOgJRD7PcrslqXA10XG0HXYLHBJxtMWeT7nrNEt8arPE+86kbMqfpA+hGNgDHj9KbRaUFo3Fth7yBlBRbIU/OAqXL5iQ/6LLkJLjxxjy+lFms8I/Mgq3L4gy24lY2U5PYlmjRTkkVkZEH9sRFUdb77KEcbSJjCejc7S3b9+OW2+9Feeeey6CwSBWr16Nyy+/HB999BFKSkoE33Po0CF89atfxc0334yf/exn2LVrF77zne9g/PjxWLhwoc5XkJuUxpQ2Urzc+Bi5XX1urBSIIbx+QRPqq4SfPbE4u2KvKa1Y9YzfK3SuZGIdmykucibpcZ9SeYbj03jXix2yaZR6PpVcpxniU/O5JtKeWAzsJS0NWPTjP2F2fQVubD0NIYTw0O8OxJRl0flPuAyRL+OiqS2H5MqI8LEPD3jSFrObiMwno0PHX3/9dSxevBjTpk3DzJkzsXnzZnR1dWH37t2i73nqqadQX1+PRx99FGeeeSZuuukmLF26FA8//LCOKc9dycSUNmosyWNOb0IHBRgLF7JqaweOOb0ZSpn+kokDypihyuhxn9Q+w+mML2+25yFbroPISKRiYIdjXbd19uHIoAeb2g4llGVGyn9KywiWJUQUz1BztAcHx+bbjBs3TnSft99+G5dffnnMa1dccQXee+89BALCoRR8Ph+cTmfMP0pNMjGlAWPGkux3+yVjCPe7jZXedEomDmg6YoZmY97UI7aq2mc43fHljZjvxWTLdaRDNuZP0ofStsIEhw1tImWZUfKf0jJC77KE+ZPI+AzT0Q6FQlixYgVaW1sxffp00f2OHj2KCRMmxLw2YcIEBINB9PYKF3AbNmxAeXl55F9dXZ2mac8lqcS1NFosSac3qGp7NkkmDmg6YoZmY97UI7aq2mdYj/jyRsv3YrLlOtIhG/Mn6UNpW0EqxjVgjPyntIzQuyxh/iQyPsN0tJctW4a9e/fihRdekN03Ly8v5u/wem7xr4etXLkSg4ODkX/d3d3qE5yjUolrabRYkg6b9NIEctuzSTJxQNMRMzQb86YesVXVPsN6xJc3Wr4Xky3XkQ7ZmD9JH0rbClIxrgFj5D+lZYTeZQnzJ5HxGaKjvXz5crz88st46623cMopp0jue9JJJ+Ho0aMxr/X09KCwsBBVVcJxYYuKiuBwOGL+UWqSiSkNGDOWZGWJVTKGcGWJsdKbTsnEAU1HzNBszJt6xFZV+wynO768EfO9mGy5jnTIxvxJ+lDaVjjm9GKuSFlmlPyntIzQuyxh/iQyvox2tEOhEJYtW4YXX3wRb775JhoaGmTfc8EFF+APf/hDzGu///3vcc4558Biyfw3n9kumZjSRo0lOcFhw3qRGMLrFzRJhvjKNsnEAWXMUGX0uE9qn+F0xpc32/OQLddBZCRSMbDDsa5bG6tQW27HktYGtMSVZUbKf0rLCJYlRBQvo3G0v/Od7+D555/Hr3/965jY2eXl5bDbx8IgrFy5Ep9//jl++tOfAhgL7zV9+nT8y7/8C26++Wa8/fbbuOWWW/DCCy8oDu/FWKDqJRNT2qiOOb0n4mjbClFZIh1HO5sZJe53NuVNPeJHq32GtYwta5Z8LyZbriOdsil/kj6EYmAPevwoKToR99rlDaDcHhsT24j5T2kZkamyhHG0iYwno5NRn3zySQDARRddFPP65s2bsXjxYgDAkSNH0NXVFdnW0NCA1157Dd/73vfwox/9CBMnTsRjjz3GGNo6SyamdExnwF6IyuL0dWjDFZzTG4DDbkF1yVg6hV6f4LBlRcda7JqTYdS439kgBADCy0dIOjzgwaAnAKcngHK7BQ67JSEOq60wH5aCfFgK8mApzIdNZr5jPC0+y2x5HrLlOoiMJDpfheuqkRCAPGBkNITAyCi8wRCswRFUFlsxeUJZZL+/9rpTrtOUSqb+VFpGsCwhorCMdrSV/Jj+7LPPJrx24YUXYs+ePWlIEWmtq8+dEO83PLy1vqpE03MdHvAkxLCcN7kaa+dPx/2vfoQ39vXEvL5x4YyEjovZiF1zNlybman9XD7rc2OVQL5Zt6AJpx7PN/zsicgshMqr1sYqLG5pwG0vtGPYPxIp4x7Qqb5mGUpE6WaIxdAoOx1zehM62cBYnN9VWztwzOnV7FyDw/6EChMYi125amsHptY6El6/a8teDA5nPkZnqqSu2ezXZmZqP5fDA56ETjYwlm9Wb+0Y+6Wbnz0RmYRYedXW2YfNuw5haWtD5O/VOtXXLEOJSA/saFPa9Lv9CZ2FsLbOPvS7tavIel3+hAoz+lzNdRUJr+842Itel3krU6lrNvu1mZnaz2XQE5DMN4OeAD97IjINqfJqV1z9rFd9zTKUiPSQOwGDSXdOb1DV9uTOFZDc7guOCr4+JPM+I5O7ZjNfm5mp/VycHvn3WwqkvyPlZ09ERpFs/axHfc36k4j0wI42pY3DJv14yW1P7lzSod2KRBaJKpN5n5HJXbOZr83M1H4uDrv8+60yHW1+9kRkFMnWz3rU16w/iUgPHDpOaVNZYk2I8xvW2liFyhLtVuWsLrUmxK6MPld790DC6/MmV0fCkpmR1DWb/drMTO3nUm63SOabcruFnz0RmYZUedUSVz/rVV+zDCUiPbCjTWkzwWHD+gVNCZ2G8KrjWobWKi+2YuPCGQkV57zJ1Vi/oAkHjjgTXn9w4QxTh+CQumazX5uZqf1cJlbYsU4k36xb0ISJFXZ+9kRkGmLlVWtjFZa0NGBT26HI3+t0qq9ZhhKRHvJCSmJsZRmn04ny8nIMDg7C4XDIv4FUiYmjbSvEuBIrQoBgbG2hmJYAFMfGdvtHMOgJYMgbQJnNgvLjsYeFYnnbCvOTij+tRbxqpZKJBx6+P+Frri41bwzPbMqbauPHf94/DKc3iCFPAGV2Cxy2QpxcWZzUOeS2h88RjtVdJnAOuede7XWSeWRT/qT0ODzgwaAnMFamFFtQWlQItz+IIU8QVSVWBEZCGPYH4bBbUFSYH1P+OI7X1+EyR6hOiy9vSiwFGPD4UVwUWzZJlVvhbS5fABXFVviDo3D7ggnn0rPO14LS/Llnzx6cffbZuGz1Zoyrn6LZ+b/sOoA/rFuC3bt3Y/bs2Zodl8jMOEeb0m6CwxbT8BaLrS0UP3Pu5GrcenEjlj77Lob9IwDEY2PPnVyN71x0Om587r3IvpdOHY97r56Gu1/6IGaFUbHjisXP1DPeZirxwE+vKdU0DaSO2ufl8IAHd73YIfl+uXPIxbDXIla33DmIKHeIlSnxsbI3LGhCQUG+ZNki1KEVK2/uuWoa/v6/3sZZtQ48uHAGQoDgsaW2xZfNjLFNRFrg0HHSlVRsbaH4mTsP9uLxNw9G4mwC4rGxdx7sxRNvdcbse+bEcqza2pEQxkPsuELxM/WMt5mL8cCzjdrnRcn75fY5POCRjGH/t/5hyVjdn/cPqz7HMadX8jqJKHscHvCIlinxsbLbOntx56+SKyOl2g4PvPohHlw4AzsO9mLbx1+IHltqW/R5GWObiLTCjjbpSi62tlD8zPg4m8ns21xXIXo+oeMKxc/UM95mLsYDzzZqnxcl75fbRy4W95A3KLnd6Q2qPke/m88kUa6QKg/i69oahw07O5MrI+XaDjWOorFjlxWJHltqW/R5GWObiLTCoeOkK7nY2WLxM4VeV7Kv2D5S2+PjZ+oZbzMX44FnG9VxtBW8X25hDSPE6pbL60SUPeTKlGTqZaGyRa48cXlHZI+t9LyMsU1EWmFHm3QlFztbLH6m0OtK9hXbR2p7fPxMPeNt5mI88GyjOo62Bs+bEWJ1y+V1IsoecmVKMvWyUNkiV56U2gpkj630vIyxTURa4dBx0pVcbG2h+JnxcTaT2be9e0D0fELHFYqfqWe8zVyMB55t1D4vSt4vt49cLO4yW6HkdoetUPU5Kkv4TBLlCqnyIL6u7XF6MTfJMlKu7dDj9I0de8gnWm5JbYs+L2NsE5FW2NEmXUnF1haKnzl3cjWWXzI5EmcTEI+NPXdyNZZdHLvvvsODWLegKaHSFDuuUPxMPeNt5mI88Gyj9nlR8n65fSZW2CVj2J9SWSwZq/vkymLV52CIL6LcMbHCLlqmxMfKbm0cK0OSKSOl2g73Xj0Nd27Zi3mTq3HxGeNFyy2pbdHnZYxtItIK42gbOBao2WI4JiM+tnZlSWwc7ej4mYBwnGihfX3BUXyp8riK0pzmeMFicUSl4otmA7PkTSXUPi9KPmu5fcTyWdjf+ocx5A1G3l9mK8QpInG0Uz0HZY9syp+UHKXtkXAc7egyxe0PYnB4rHwosY7FvS4psqCkqBCuqPJHSX0WX96UWAsw6PHDbhWOgS10bKX1qNnqW8bRJjKelCfR/fGPf8Qf//hH9PT0YHQ0doGJTZs2qU5Yrsv2GI7xsbXDwr/WCb2udN8alccVovfnIZVeI1f0NEaL50XJZy23j1g+C6dxpUysbrXnICLzS6Y8m1hhFyzjpI5xek2p4rQIlTd1KEnYT6rcUlqPsr4lIrVSGjq+Zs0aXH755fjjH/+I3t5e9Pf3x/wjdRjD0Vj4eVAyzPC8mCGNRJR5WpQVLG+IKFel9Iv2U089hWeffRb/9E//pHV6CMpiOPJbVv3w86BkmOF5MUMaiSjztCgrWN4QUa5K6Rdtv9+POXPmaJ0WOo4xHI2FnwclwwzPixnSSESZp0VZwfKGiHJVSh3tm266Cc8//7zWaaHjGMPRWPh5UDLM8LyYIY1ElHlalBUsb4goVykeOr5ixYrI/0dHR/H000/jjTfewIwZM2CxxBaSP/jBD7RLYQ4Kx3DcITDUijEc9cfPg5JhhufFDGkkoszToqxgeUNEuUrxL9rt7e2Rf3/5y18wa9Ys5Ofn44MPPojZ1t7ens705gTGcDQWfh6UDDM8L2ZIIxFlnhZlBcsbIspVin/Rfuutt9KZDoozscKOxxc1myqGoxa0ij2sdexxvT+PbI6hngu0eF7S/QxMrLDj+9fMTHtseCXXweedyLjkygol+Te+THTYT8TRbu/q1zzfs0whIiNIadXxpUuX4j/+4z9QVlYW87rb7cby5csZR1sjuRbDsavPjZVbO7Crsy/yWmtjFdYvaEJ9VWKczHjpjnWt1+eR7THUc4Wa50WPZ8Ao5+DzTmRsUnk0D8AdCvNvdJl4eMCD23/5l7Tke5YpRGQUKS2G9txzz8Hj8SS87vF48NOf/lR1oij3HHN6EzrZANDW2YdVWztwzOmVfH+2xOnMluug1OnxDBjlHHzeiYxNLo9u+/iLpPNvOvM9yxQiMpKkOtpOpxODg4MIhUIYGhqC0+mM/Ovv78drr72GmpqadKWVsli/25/QyQ5r6+xDv1u6clQSp9MMsuU6KHV6PANGOQefdyJjk8ujNWVFotvE8m868z3LFCIykqSGjldUVCAvLw95eXk444wzErbn5eVhzZo1miWOcofTG1S5PTvidGbLdVDq9HgGjHKOkMwx+LwTZZZcPvYFR0W3ieXfdJY/rEOJyEiS6mi/9dZbCIVCuOSSS7BlyxaMGzcuss1qteLUU0/FxIkTNU8kZT+HTfpRlN+eHXE6s+U6KHV6PANmOQefd6LMksvHRYXiAyPF8m86yx/WoURkJEl1tC+88EIAwKFDh1BfX4+8vLy0JIpyT2WJFa2NVWgTGD7e2liFyhLpRaWyJU5ntlwHpU6PZ8BI5+DzTmRccvm4Z8gn+D6p/JvO8od1KBlBV1cXenuFpzCoUV1djfr6es2PS+mTFwqF5EbvAQD27t2r+KAzZsxIOUF6cDqdKC8vx+DgIBwOR6aTQ8d19bmxamtHTGc72VXH79qyN6aCDcfprDXRSqPZch2pYN4co8czYJRz5PLzbjbMn7lJKo8CwJ0p5N905vtcLVOU5s89e/bg7LPPxmWrN2Nc/RTNzv9l1wH8Yd0S7N69G7Nnz9bsuGbT1dWFqVPPhMczrPmx7fZi7N+/j51tE1Hc0c7Pz0deXh5CoZDsL9kjIyOKTr5jxw58//vfx+7du3HkyBFs3boV8+fPF91/27ZtuPjiixNe37dvH6ZOnaronAAbC0YWE0fbVojKktTiaJs99ni2XEeymDdP0OMZMMo5cvV5Nxvmz9wllUdTzb/pzPe5WKawo20M4ft73tL74KidpNlxnUc+xZ82rcn5+2s2ioeOHzp0KPL/9vZ23H777fi3f/s3XHDBBQCAt99+G4888ggeeughxSd3u92YOXMmlixZgoULFyp+34EDB2IKkfHjxyt+LwkLV0pObwAOuwXVJdKVUrL7p/R+mZkJQsfwBkcRGBmFfySEwOgovMFRlIvsCyBt16z2/uRaDHW9xXyhYy9EZXFyX+goocczIHcdcmlw+0fgHxmFLzgK28go3P4RlBdrew4l18HnnSgzlJZTQ75gTFkx5AtiwO3HgDeAimIrRkOhscUN4+rtcPnh8gVRVWJFYCQEtz+IcrsFJUVjTVCh96nFMoUyzVE7SdMvMsicFHe0Tz311Mj/r7nmGjz22GP46le/GnltxowZqKurwz333CP5q3S0K6+8EldeeaXy1B5XU1ODioqKpN9Hwg4PeBLiTs6bXI2NC2dgosAwq2T3V/L+q5pOwr/936lYFRdLW2zoePwxqkut+MU/X4D7Xv4g4f3rFjThodf34zcdRwEAxdYCbFp8Ln70Zid2dmp/zWrvD6VXV587IWZ7MlMUlNDjGZC7Drk0fHZ8qoZQfjn1+H1Qew4iMi6l+Ve0rJjfBKc3iId+dyBmW/gYIyOjuGtrB9q7BvDYomb88I2PsauzD8XWAjy2qBmbdx0SfB/LDiLKFknF0Q7r6OhAQ0NDwusNDQ346KOPVCdKTnNzM2pra3HppZfirbfeSvv5stngsD+hogXG4k3etWUvBof9qvZXer4Fs09JqMiBsRjaq7Z24JjTK3mMBxfOSOhkh9+/emsH/m72KZHXlrY24PE3D8Z0srW6ZrX3h9LrmNOb0HEEhJ+zVOnxDMhdh1ADOjoNn/cPi+a31cffr/YcfNaJjEtpOfU3ibLifz/pxdPbP0nYtuNg79ixO3uxq7MPS1sbYjrV8X+LnZuIyOxS6mifeeaZWLt2LbzeE41Sn8+HtWvX4swzz9QscfFqa2vx9NNPY8uWLXjxxRcxZcoUXHrppdixY4fk+3w+H5xOZ8w/GtPr8idUtGE7Dvai1+VXtb/S89U4ihIq3bC2zj70u08cV+gYcu+vcRRF/m6uqxDdV+01q70/uUbvvNnv9it+zlKlxzMgdx2DnoBkGpzeoOz71Z6Dz7r5se7MXkrLqSGJsqLGYcNOkW07D/ZGppjE17nJ1sEkjPmTyPiSCu8V9tRTT+Hqq69GXV0dZs6cCQD4y1/+gry8PLz66quaJjDalClTMGXKifkOF1xwAbq7u/Hwww9j3rx5ou/bsGED1qxZk7Z0mZnTG5DcPhS3Pdn9lZ7P5ZVeQM/pDUoeQ+790dt9wVHJfdVcs9r7k2v0zpvRz1Eq25WdI/3PgFw6ZfOhR0kapSdNyp2Dz7r5se7MXkrLKamyQq4uDW+P3y/ZOpiEMX8SGV9Kv2h/5StfwaFDh7Bu3TrMmDEDTU1NWL9+PQ4dOoSvfOUrWqdR0vnnn4+DBw9K7rNy5UoMDg5G/nV3d+uUOuNz2CyS28vitie7v9LzldoKZN5XGPX/xGPIvT96e1Gh9GOv5prV3p9co3fejH6OUtmu7Bzpfwbk0imbD+3yaVR7Dj7r5se6M3spLaekygq5ujS8PX6/ZOtgEsb8SWR8KXW0AaC4uBj//M//jB/84Af44Q9/iJtvvhklJdosJJSM9vZ21NbWSu5TVFQEh8MR84/GVJdaMW9yteC2eZOrUV1qVbW/0vP1OH1obawSfE9rYxUqS04cV+gYcu/vcfoif7d3D6BFZF+116z2/uQavfNmZYlV8XOWKj2eAbnrKLdbJNPgsBXKvl/tOfismx/rzuyltJwqkygrepxezBU5xtzJ1eg5vuZFfJ2bbB1Mwpg/iYxPcUf75ZdfRiAQiPxf6p9SLpcL77//Pt5//30AYyHE3n//fXR1dQEY+7bu+uuvj+z/6KOP4qWXXsLBgwfx4YcfYuXKldiyZQuWLVum+JwUq7zYio0LZyRUuPMmV+PBhTMSwmMku7/S823d8zesW9CUUKGHVziODickdIw7t+zFv399uuD71y1owtY9f4u8tqntEJZfMjmhgaDFNau9P5ReExw2rFf4nKVKj2dA7jomVtgl03ByZbFoflt3/P1qz8Fnnci4lJZTp0iUFXMaq/HP805L6DTPm1yNhxbOQGtjNVobq7Cp7RCWtDRE9gv/HX9Mlh1ElG3yQqFQSMmO+fn5OHr0KGpqapCfL94/z8vLw8iI9HzZsG3btuHiiy9OeP2GG27As88+i8WLF+PTTz/Ftm3bAAAPPfQQnn76aXz++eew2+2YNm0aVq5cGRNmTAmn04ny8nIMDg5m9TeAqcR9HvIGUGazoLpUWUxppfsrfX9MzF5bIcaVWBEcDWHQE4DTE0C53QKH3YKJFXbBY3iDozHvrywZi/krtC8AwTSI3TeheMK2wnzBfaXOl2pc5VygV96Mf87Cz4mW5PKIXP5Ukn8PD3gw6AlEzlF+PG8IXqdADOy/9Q9jyBuE0zN2jjJbIU6pLNb0HJQ9cqXuzAZK63+pciqct4f9QVSXFsHtH8HQ8eOVFhXC5QvC6Qmi3F4IS0E+vnT7UGqzoKggH05vAKU2C+yWAgx5AxjynoijPewPwnE8jrbLG1TdjmCdOkZp/tyzZw/OPvtsXLZ6s6Zxnr/sOoA/rFuC3bt3Y/bs2Zod12x4fyma4gmJo6Ojgv9X46KLLoJUP//ZZ5+N+fuOO+7AHXfcocm5s12y8W3Li5OroJLdX+n7JzhsMY10uVi/Cb8+Hz+G0vMJdVyE7tva+dNx/6sf4Y19PQCUxeKOPjbjDRtL/HOWDlJ5RO55UPK8qD2GknjiWqSTiPSVTL4UK6fEyocNC5pQUJCfcPyWxirce9U0PPj6Pry5/4uE8045SbjjNyHF72tY9hCRGaQ0R3t4eFjrdJCGsiWW8+EBj2ysXy1J3bdVWzswtfZEiyCZWNzZ8nmQNuSeh2NOr+zzovYYhwc8svHEtUgnEelLi/rmmNMrWj60dfbizl8lHn9XZx8eePVDnDWxPOXzKsU6lYjMIqWOdkVFBebMmYNVq1bhd7/7Hdxut9bpIhWyJZbzoCcgG8dXS1L3ra2zD811FZG/k4kDmi2fB2lD7nnod8s/L2qPIZe3+t3qz8Hnmkh/WtQ3/W6/TOxsZfVksudVinUqEZlFSrFstm/fju3bt2Pbtm144okn4PV6MXv2bFx00UW48MILceWVV2qdTkpCtsRyVhbrV8PzyRwvOvZnMnFAs+XzIG3IPQ9KYmTLLawhGy9cJm85vUFYCqTjaKuN5U1E2tOivpHK20pjZ6dyXqVYpxKRWaT0i/YFF1yAu+66C6+//jr6+/uxY8cOTJ06FY888giuuuoqrdNIScqWWM5KYv1qej6Z40XH/kwmDmi2fB6kDbnnQUn8arXHkMtbDluhJukkIn1pUd9I5W2lsbNTOa9SrFOJyCxSjqO9f/9+PPXUU/jWt76FBQsW4NVXX8XVV1+NH/zgB1qmj1KQLbGcy+0W2Ti+WpK6b62NVWjvHoj8nUwc0Gz5PEgbcs9DZYn886L2GHJ5q7JE/Tn4XBPpT4v6prLEmlLs7Ph6MtnzKsU6lYjMIqWO9kknnYSWlhb88Y9/RGtrK37/+9+jt7cXL774Iv71X/9V6zRSkrIllvPECrtsrF8tSd239QuacOCIM/JaMrG4s+XzIG3IPQ8THDbZ50XtMSZW2GXjiWuRTiLSlxb1zQSHTbR8aG0cO0788Vsaq3Dv1dPw0eHBlM+rFOtUIjILxXG0o82aNQv79u3DrFmzcNFFF+Giiy7C3LlzUVpamo40ai5XYoGqjXUNiMfIDcfWDce2rrBbMAoIxrtW6/P+YTijYm06bIU4ubJYMIYmIByrOpl4m2LXnEwsbiFafB7Zzih5U4vY0ErjZIs9D0rSEM4b4TjY4bwRFh0nu9xuQWlcnGy5GNlK0snnOncYJX/msmTjY3v8ATjsVrj9I3B6AqgosaDEGhsD21qQjz63H2X2QpRaCzEUFx+7z+VDmc2CEmsBnF4/iq0WFFkK4PQEIuVT0f/f3p2HR1WefwP/TvbJMglkgyAJsYAESNjFECBQWyy2CkjVglQ2eUVEQWpZBBUQCBYXFFmEsqiI0l8RRIsKtRIEUVmCQAwhSDAUgiE0+7487x9hhpnMck4yZzJzJt/PdeW6Mme9z8x57uc8yZlze3qgoLwabfxv1cp2dD5g7jHFOtquge8vGWvWw9BOnTqFwsJCHDp0CKmpqXj++eeRnp6OhIQEDB8+HCtXrlQ6TmoGe2tdW6qjeXe3cLxwXw8s3H0Gh29ODwv0wYf/7y68uDfdar3r5rpaWIH5H50xecLob+Mi8PwfumPhnrMm04d0CcOTwztjyrZjKK+uA2C5BrZ+uqV6m1K1OeXU4rbG3s+DWoac+tJS5NR4tafONiBdY15qvtw6tFLnLc9ropbRnPrYPxvlM38fT7w5rg+2Hsk2yQtJnUMxdXAsSipr8ffDF83mTU6KxcStx9AnOgRTB8dCgxqz5ZxRw5q5h4hcXbO/ox0SEoL7778fCxcuxHPPPYeHHnoIJ0+exKpVq5SMj5zEWh3NuKhgPGc0yAaAl8cmmA2yAfvrXVurlXlHex0W7D5jNv3rrHys+U8WpgyONUyzVANbP531rqkxW/Vj9fWlpdh7HslZX6rG/H8LyiXn81wnUo/m5JXGeWLK4FizQTbQUAN76+Fs5BZVWJ53JBtTBsfaXI65g4jIXLMG2rt378asWbPQq1cvRERE4IknnkBZWRlef/11nD59WukYyQms1dG0VD86QufrkHrX1mpl2qphfcRCHU+5tT1Zm5Ns1Y/V15eWYu95JGd9qTrYJZW1kvN5rhOpR3PySuM8Yavv/PrCDatfjzHuV20tx9xBRGSqWbeOP/744xg6dCimTZuGYcOGoWfPnkrHRU5mrY6mpRqZpZV1NrfV3JqW1mplNqeOp5zanqzNSZL1pyXmNyxj33kkZ33JOu5SNehbuEY9EdmnOXmluFE7b24N7MbzbC3H3EFEdEuzBtp5eXnSCwFYuXIlpk+fjpCQkObshpzIWh1NSzUyA/08bW6ruTUtrdXKbE4dTzm1PVmbkyTrT0vMb1jGvvNIzvq+dbYvmIOkatC3cI16IrJPc/KKrlE7b24N7MbzbC3H3EFEdEuzv6Mtx4oVK/C///3PkbsgB7FWRzPtcqHZ9LziKofUu7ZWK9NSDHpJFup4yq3tydqcZKt+rL6+tBR7zyM560vVwQ7y85Kcz3OdSD2ak1ca54m0y4VIspIXhnQOtfoMCuN+1dZyzB1ERKYcOtBuRuUwchHW6mhmXC0yq209b9dpLL6/h+L1rq3VyszMLcaKMfFm04d0CcNTv+6CLYezDdMs1cDWT2e9a2rMVv1YfX1pKfaeR3LWl6oxf1sbf8n5PNeJ1KM5eaVxnthyOBuTk2LN8kJS51BMHhyL9sFay/OSYrHlcLbN5Zg7iIjMNauOtlxBQUH44YcfcPvttztqF83CWqDymdTy9fNCmwDTOtr6+pVtjOpo26rJ2xzWamU2pa51U+ptsjan87hK27R23jeFveeRnPWl6mDr62jr5wc1qqPNc52awlXaZ2vWnDZrnCd0Wm8E+jbU0S6paKiBbaij7eeFQN9bdbR1Wi/4eXmguKIGWp+G5YoqqhHo540AXy+UGuUW5g7nYx1t18D3l4w16zva1Hr4eXnA29MD3p4aeHt5wO/md7OiQrRmg+ii8mpUVNfB29MDPl4eCPBp+O62yaBF64U2/k0ftACAAADNrdfWamham8Z61yRXpM6vWeeoManzSG67aHzeGwvw8bTY5vSMB9W22NoHEbkOuf2TfkBeWlWDEH8feHlobvblHgjyvfUHN/1ynh4aeHl6INDXCx0azasTgIeHBiH+3ogJCzDsI1Jnuq+L+WXQab0RFsA+lIgI4ECbbLhaWGFWt3NolzCsHJtgNsi2tuxLo3tiySfp+M+564bp+ttwo0MDIKUpMRCpRc6NMrN63cbtQs55b2/bYNsick/6tn3i5wK8Oa4P/vZFpkmu0d/mLQCrOUADYK6M/MA8QkRknUO/o03qVVRebdZ5Ag11MufvOo2i8mpZyy7cfQbdo4JNph++cAPP7T5j9YEqzYmBSC1+Ka40G2QDt9qFpQtXwPS8t7dtsG0RuSfjtj1lcCy2Hsk2yzWHsvJx8Px1zPun9Rxw8Px1yfzAPEJEZJtDB9pDhgyBVsu/aKpRfmm1WeepdygrH/ml1bKWPXzhBvp0DLE4vaDMdifclBiI1KKgrNrswlfv8IUbKKqokTzv7W0bbFtE7sm4bffpGGI110QE+eLrC9ZzQESQr9V5+vzAPEJEZJvsW8eLi4ulF7pJ/xCGffv2NT0icgnFlTU255cYzZdatqrWcs3f4spaxWIgUgup817qvC6prIHUEyyltsG2ReSejNu2tb5Xap7UfH1+YB4hIrJN9kA7JCQEGo3tp+UIIaDRaFBXV2d3YORcOj/bta+DjOZLLevrZfnGCZ2f7dOvKTEQqYXUeS91Xss576WWYdsick/Gbdta3ys1T2q+Pj8wjxAR2SZ7oP3VV185Mg5yMWGBPhjaJQyHLNwWNrRLmKGUltSygzuHIu1yocXpbQJsP5W0KTEQqUWbAB8M7hyKwxZu6RzcORTBWm9Z5709bYNti8g9GbfttMuFSOocavH28bySKps5IK+kyuL2jfMD8wgRkW2yv6OdnJws+4fUL9jfByvHJmBolzCT6fqnlRqX7rC17PIx8ci4WmQyXf90ZanySU2JgUgtInV+WDEmHoM7h5pM17eLqBCt5Hlvb9tg2yJyT8Zte8vhbExOikVSo1wztEsYhncNt5kDhnUNl8wPzCNERLbZVd6rvLwcOTk5qK42feBFQkKCXUFR0+nrWBZX1ihWxzIqRItVD/ayWOvX0v7WjOuD/NJqlFTWIMjPG2GBDTGseCDh1jb8vNAmQH4d7agQrdXtEjmLnPZmq052dGgAXn2ot9V2Iee8t7dtsG0ROZ4j+mapfZVW1WDpqB6orK1HaWUtlo3qiZo6gfLqWrN2bisHyMkPzCNERNY1a6B9/fp1TJ48GZ999pnF+fyOdstyVB1La9tdNronln76I/6dkWe2v19FBJptJ1LnJ3tgbYn+P3hErkBOe5Oqkw1Itws55729bYNti8hxWrLGtKV9JXUOxeSkWDy65Xv0j2ljcb+2coDc/MA8QkRkWbPKe82ePRsFBQX49ttvodVq8fnnn+Odd95Bly5dsHfvXqVjJBscVcfS1naf230G3drrFN0fkRrIaW9SdbKl6scTkfq1ZI1pa/s6cuEGth7JxpTBseyjiYicoFkD7f/85z94/fXXMWDAAHh4eCAmJgYTJkzA3/72N6SkpCgdI9ngqDqWzamNzbqZ5O7ktDepOtlS9eOJSP1assa0rX0dMeqv2UcTEbWsZt06XlZWhoiICABA27Ztcf36dXTt2hXx8fE4efKkogGSbY6qY9nc2tism0nuTE57q66zXeVaqo42EalfS9aYbkp/zT6aSN0yMjIcst2wsDBER0c7ZNutWbMG2nfccQcyMzPRqVMn9O7dG2+//TY6deqEDRs2oH379krHSDY4qo5lc2tjs24muTM57a2mzvIfoW5tw65nUBKRCrRkjemm9Nfso4nUqaLoBgANJkyY4JDta7X+OHcug4NthTXrim/27NnIzc0FALz44ou455578P7778PHxwfbtm1TMj6S4Kg6ls2pjc26meTu5LS3ytp6m3WyperHE5H6tWSNaVv7SjLqr9lHE6lXTXkJAIHe4+chPLabotsuzr2E77YsQX5+PgfaCmvWQPuRRx4x/N6nTx9cunQJ586dQ3R0NMLCwmysSUrT17Gcv+u0SSdrbx1LW9tdNronXvr0R5PlWTeTWgM57S0YwIox8Xhu9xmTwbbc+vFEpH6O6pubsi/9U8ef/iCNfTSRmwiMiEbb6DucHQbJ1KyB9tKlS/Hss8/C398fAODv74++ffuioqICS5cuxQsvvCBrO4cOHcKqVatw4sQJ5ObmYvfu3Rg9erTNdVJTUzFnzhykp6cjKioKc+fOxfTp05tzGC7PUv3Nytp6s9q8jqpjaauO9isP9jLbHwD8lFdqVi+0KXVEW7LmKKmTEueI1DZszY8K0WLl2AQUVdSguKIGwVpv6LTeaG9UNkeqTra9MRCR62tK3/xLcaXFvtbadMA8R6x6sBfKqmpRXFGDAF8v+Hh6oKiiGh8/mQQfTw/klVSioqYOAb5eKK2sZW4hInKwZg20lyxZgunTpxsG2nrl5eVYsmSJ7IF2WVkZevXqhcmTJ2Ps2LGSy2dnZ+Pee+/FtGnTsH37dhw5cgQzZsxAeHi4rPXVpHFNzLBAH3z4/xLx4t6zVmvzKt1RStUANd5fc2puN67n2ZI1R0mdlDhHpLYhNV9OjWzAdp1se2MgInWQU2PaWk5ZPiYeSz5Jx3/OXTeZnjImHp6eHlZzxO3hgYZpVwtvLefv44k3x/XB1iPZJvtibiEiwDEPWmvtD1lr1kBbCAGNRmM2/YcffkDbtm1lb2fkyJEYOXKk7OU3bNiA6OhorF69GgAQFxeH48eP45VXXnGrgbalmpgvj00wG2QDt2rzvvpQb0VvSZWqAbpmXB/DxYNUze3e0W1MBtpN3UbjZal1UuIckdrGqgd72Zy/cmyCzRrZctqhvTGwLRC5j1+KK63mlIU3+0/jgfbhCzdw+EI+9p25hq8v2M4RjXPNlMGxZoNsS+sRUeviyAettfaHrDVpoN2mTRtoNBpoNBp07drVZLBdV1eH0tJSh97GffToUYwYMcJk2j333IPNmzejpqYG3t6Wn6ZZVVWFqqoqw+vi4mKHxagESzUxI3S+krV5lRxoy6kBqu+QpWpuT06KtWsbjZcl99GUtqnEOSK1jYIy2/OLKmrsbof2xsC2QC1FbX2nGhWUVdvMKZb6zwidn9kgW884RzTONX06huCt/1yQXI/Uge2TlOKoB63xIWtNHGivXr0aQghMmTIFS5YsQXBwsGGej48POnXqhMTERMWD1Lt27RoiIyNNpkVGRqK2thb5+flWS4ulpKRgyZIlDotLaZZqYpZW1kmso2xt3qbUAFWi5nZL1hwl19GUtqnEOSK1Dal2JLUPOe3Q0TEQKUVtfacaSbV3S/2ntT5VT58jGucaueuROrB9ktL4oDXlNWmgPXHiRABAbGwskpKS4OXV8vVgG9+yLoSwON3YggULMGfOHMPr4uJidOzY0TEBKsBSTcxAP0+JdZT9LJpSA1SJmtstWXOUXEdT2qYS54jUNqTakdQ+5LRDR8dApBS19Z1qJNXeLfWf1vpUPX2OaJxr5K5H6sD2SeT6bGddK5KTk/Hzzz9j0aJFGDduHPLyGr5/+/nnnyM9PV3RAI21a9cO165dM5mWl5cHLy8vhIaGWl3P19cXOp3O5MeV6WtiGssrrsLgzpaP0RG1eS3FoNe4FqetZeXW3G7K/sh9NKVtKnGOSG2jTYDt+cFab7vbob0xsC1QS1Fb36lGbQJ8bOYUS/1nXnElhsjIEY1zTdrlQiRZ2Rdzi/qwfRK5vmYNtFNTUxEfH4/vvvsOH330EUpLSwEAp0+fxosvvqhogMYSExNx4MABk2n79+9H//79rX4/W430NTGNO8h5u05j8f09zTpkR9XmtRQDYLkGqK1lV4yJR2ZusV3bYO1PApQ5R6S2Eanzszk/KkSLFWPi7WqH9sbAtkDkPiJ1flZzyvIx8ci4WmQ2fXDnhlwglSMa55oth7MxOSnWbF/MLUREjtGs+43nz5+PZcuWYc6cOQgKCjJMHz58ON544w3Z2yktLcWFC7cezJGdnY1Tp06hbdu2iI6OxoIFC3DlyhW8++67AIDp06fjrbfewpw5czBt2jQcPXoUmzdvxgcffNCcw3Bp1upvStXmbYkYLHXGtpa1VHO7qdsgApQ5R6S2ITVfTo1sR8dARO7DVk5Z8UCC1VwjJ0c0ziU6rTdefag3SitrmVuIiBysWQPtM2fOYMeOHWbTw8PDceOG5adnWnL8+HEMHz7c8Fr/XZOJEydi27ZtyM3NRU5OjmF+bGws9u3bh2eeeQZr165FVFQU3nzzTbcq7WXMUv3NYMBhA2u5MTR1WSW2QaSnxDkitQ2p+bZqZLdUDETkPqzlFFu5Rm6OsLRcJO8yJiJyuGYNtENCQpCbm4vYWNOyE2lpaejQoYPs7QwbNszwMDNLtm3bZjYtOTkZJ0+elL0PIiIiIiIiopbUrIH2+PHjMW/ePPzf//0fNBoN6uvrceTIETz77LN49NFHlY6RiIiIiIiIVCYjI0PxbYaFhamiNnezBtrLly/HpEmT0KFDBwgh0L17d9TW1uKRRx7BokWLlI6RiIiIiIiIVKKi6AYADSZMmKD4trVaf5w7l+Hyg+1mDbS9vb3x/vvv46WXXsLx48eh0WjQp08fdO7cWen4iIiIiIiISEVqyksACPQePw/hsd0U225x7iV8t2UJ8vPz3XOgDQCbN2/G66+/jqysLABAly5dMHv2bDz22GOKBUdERERERETqFBgRjbbRdzg7DKdo1kD7+eefx+uvv46nnnoKiYmJAICjR4/imWeewaVLl7Bs2TJFgyQiIiIiIiJSi2YNtNevX49NmzZh3Lhxhmn3338/EhIS8NRTT3GgTURERERERA6hhoesNWugXVdXh/79+5tN79evH2pra+0OioiIiIiIiMiYmh6y1qyB9oQJE7B+/Xq89tprJtM3btyIRx55RJHAiIiIiIiIiPTU9JA1ux6Gtn//ftx1110AgG+//RaXL1/Go48+ijlz5hiWazwYJyIiIiIiImouNTxkrVkD7bNnz6Jv374AgJ9++gkAEB4ejvDwcJw9e9awnEajUSBEIiIiIiIiIvVo1kD7q6++UjoOIiIiIiIiIrfg4ewAiIiIiIiIiNwJB9pERERERERECuJAm4iIiIiIiEhBHGgTERERERERKYgDbSIiIiIiIiIFcaBNREREREREpCAOtImIiIiIiIgUxIE2ERERERERkYI40CYiIiIiIiJSEAfaRERERERERAriQJuIiIiIiIhIQV7ODoCapqi8Gvml1SiurIFO642wAB8E+/s4OywiIodh3mu9+NkTEZFacaCtIlcLKzBv12l8nZVvmDa0SxhWjk1AVIjWiZERETkG817rxc+eiIjUjLeOq0RRebXZBQcAHMrKx/xdp1FUXu2kyIiIHIN5r/XiZ09ERGrHgbZK5JdWm11w6B3Kykd+KS86iMi9MO+1XvzsiYhI7XjruEoUV9bYnF8iMZ+ISG2Y91ovfvZE5Gg5OTnIz7f8B73mysjIUHR7pG4caKuEzs/b5vwgiflERGrDvNd68bMnIkfKyclBt25xqKgod8j2a6p41w1xoK0aYYE+GNolDIcs3Eo3tEsYwgL5FFYici/Me60XP3sicqT8/HxUVJRj4JQXoWvfSbHt5p45irN7N6K2tlaxbZJ6caCtEsH+Plg5NgHzd502ufAY2iUML49NYLkTInI7zHutFz97ImoJuvad0Db6DsW2V5x7SbFtkfq5xEB73bp1WLVqFXJzc9GjRw+sXr0aQ4YMsbjswYMHMXz4cLPpGRkZ6Natm6NDdaqoEC3WjOuD/NJqlFTWIMjPG2GBrClKRO6Lea/14mdPRERq5vSB9s6dOzF79mysW7cOSUlJePvttzFy5Ej8+OOPiI6OtrpeZmYmdDqd4XV4eHhLhOt0wf6WLzKKyquRX1qN4soa6LTeCAvgxQgROZ8Sucla3iP31/izLyqvxk95pezriFyUIx4GFhYWZnNMQOSqnD7Qfu211zB16lQ89thjAIDVq1fjiy++wPr165GSkmJ1vYiICISEhLRQlK7tamGFWb3RoV3CsHJsAqJCtE6MjIhaM+YmUhLPJyLXVVF0A4AGEyZMUHzbWq0/zp3L4GCbVMepA+3q6mqcOHEC8+fPN5k+YsQIfPPNNzbX7dOnDyorK9G9e3csWrTI4u3krUFRebXZhQfQUGd0/q7TWDOuD//aT0QtjrmJlMTzici11ZSXABDoPX4ewmOV+ypnce4lfLdlCfLz8znQJtVx6kA7Pz8fdXV1iIyMNJkeGRmJa9euWVynffv22LhxI/r164eqqiq89957uPvuu3Hw4EEMHTrU4jpVVVWoqqoyvC4uLlbuIJwsv7Ta7MJD71BWPvJLq3nxQS7Lndtma8fcpH6u1D55PhGZcqX2aSwwIlrRh4sRqZmHswMAAI1GY/JaCGE2Te+OO+7AtGnT0LdvXyQmJmLdunX4/e9/j1deecXq9lNSUhAcHGz46dixo6LxO1NxZY3N+SUS84mcyZ3bZmvH3KR+rtQ+eT4RmXKl9klEljl1oB0WFgZPT0+z/17n5eWZ/ZfblrvuugtZWVlW5y9YsABFRUWGn8uXLzc7Zlej8/O2OT9IYj6RM7lz22ztmJvUz5XaJ88nIlOu1D6JyDKnDrR9fHzQr18/HDhwwGT6gQMHMGjQINnbSUtLQ/v27a3O9/X1hU6nM/lxF2GBPhjaJczivKFdwhAWyFvpyHW5c9ts7Zib1M+V2ifPJyJTrtQ+icgyp986PmfOHPz973/Hli1bkJGRgWeeeQY5OTmYPn06gIa/2D366KOG5VevXo09e/YgKysL6enpWLBgAXbt2oWZM2c66xCcKtjfByvHJphdgAztEoaXxybwO2tE5BTMTaQknk9ERKQ2Ti/v9fDDD+PGjRtYunQpcnNz0bNnT+zbtw8xMTEAgNzcXOTk5BiWr66uxrPPPosrV65Aq9WiR48e+Ne//oV7773XWYfQoizVpI0K0WLl2AQUVdSguKIGwVpv6LTeaN+EcidXCyvM1m9quRTW8iYiY1EhWqwZ1wf5pdUoqaxBkJ83wgLN88IvxZUoKKtGcWUtdFovtPH3QaTOT9FYpPKT1PyWiFEJasnDtuLU90cllQ39kY+nB4oraxDo542VYxNQUlmDogrTz0Etx01ERK2H0wfaADBjxgzMmDHD4rxt27aZvJ47dy7mzp3bAlG5Hks1RH8bF4FFf+iOhbvP4PCFG4bpgzuHYsWYeESHBkhu9+cbZXhu9xkcabT+8jHxiJGxvrXYWN+UiIL9bQ94cm6UYYGF/CM3f8khlZ+k5rdEjEpQSx62Fuffxiagqq7erD9K6hyKyUmxGLfpO/SNDsGkpFg8/UEayqvr8Nu4CDz/h+5YuOesyx83ERG1Lk6/dZzksVZD9I72OjzXaJANAIcv3MBzu8/gl+JKm9u9WlhhdlGjX3/h7jO4WljR7Nj09U2Lyqslt0FErc8vxZVmA1hAfv6SQyo//VJcaXP+1cIKh8eoBLXkYVtxXvpfucX+6MiFG9h6JBtTBsfisNHvQEMfuGD3GZc/biIian040FYJazVE+3QMMbso0Tt84QYKymxfZBRV1Nhcv6hCumSKnPqmRESNFZRV25W/5JDKTwVltudL5UglYlSCWvKwrTgDfD2tvtdHLtxAn44hZr/b6gNd6biJiKj14UBbJazVEK2qrZdYr9b2fImBtJzapKxvSkTNIZmfJObL24ft/CO1D6n8pUSMSlBLHrYVZ2llnc11jfs7/e9SfaCrHDcREbU+HGirhLUaor5etj9CnZ/tr+HrtPbXJmV9UyJqDsn8JDFf3j5s5x+pfUjlLyViVIJa8rCtOAP9PG2ua9zf6X+X6gNd5biJiKj14UBbJazVEE27XIjBnUMtrjO4cyjaBNh+6mqw1tvm+sESA3FbsQGsb0pE1rUJ8LErf8khlZ/aBNieL5UjlYhRCWrJw7biLKuqs/peJ3UORdrlQrPfbfWBrnTcRETU+nCgrRLWaohm5hZj+Zh4swsN/RNxpcrPRIVora6/fEy8rCe2sr4pETVHpM4PK+zIX3JI5adInZ/N+VEhWofHqAS15GFbcca29bfYH+mfOr7lcDYGG/0ONPSBK8bEu/xxExFR6+Ma97ypnKX6nQBk1/SUW/8zKkSLVQ/2sljL9eWxCSiurDXUqtX5eaFDG39Z8ceEBuBvf+xlqFsa5OeN4CbW0bYVG5HatJaavK5wnNEy8o+9Nayl6nlHhWixcmyCWQztb8YQHRqAVx/qfSsGPy+0CXC9/Ca3brmzGb/fpZU1CAv0RXVdPX4uKIdO21Aru7SqFsUVDeelr6cHSipr8MnMwdD6eKKksgbbJt9pci6o4biJiKh14UDbTpbqgQ7pEoYnh3fGlG3HUF7d8HAXazU9m1L31NqyL43uiSWfpOM/564bpje1xmtUiNaueqNqqd9KJKW1nMuucpwtVcPaVj1vOfuI1Pm53MDaEqm65a5A/36n5RTizXF9sPrLLLP33rhWtv580ACYa+NccfXjJiKi1oW3jtvBWj3Qr7PyseY/WYY6n4Dlmp5NqXtqa9mFu8+ge1SwyfSWrPGqlvqtRFJay7nsKscpFUdL1LBuiVredIvx+z1lcCy2Hsm2+N4b18rWnw8Hz193+jlLREQkFwfadrBVD9S4zqde45qeTal7amvZwxb2pZ/eEjVe1VK/lUhKazmXXeU4peJoiRrWLVHLm24xfr9t1cBu3IceyspHRJCvxWXdqW0SEZH74EDbDlJ1Sy3V9zSu6dmUuqfN2VfDeo6v8aqW+q1EUlrLuewqxylZ47rC8TWsW6KWN91i/H5K1cBuPN/W8u7SNomIyH1woG0Hqbqllup7Gtf0bErd0+bsq2E9x38NXy31W4mktJZz2VWOU7LGtUR5QWXqbDu+ljfdYvx+StXAbjzf1vLu0jaJiMh9cKBtB1v1QI3rfOo1runZlLqntpYdbGFf+uktUeNVLfVbiaS0lnPZVY5TKo6WqGHdErW86Rbj9zvtciGSZNTNBhrOh7ySKovLulPbJCIi98GBth2s1QMd0iUMT/26i6HOJ2C5pmdT6p7aWnb5mHhkXC0ymd6SNV7VUr+VSEprOZdd5Til4miJGtYtUcubbjF+v7cczsbkpFizwXbjWtn682FY13Cnn7NERERy8Z64JrhaWIGiihoUV9QgWOsN3c1ar5bqd5ZW1WLXE4MMywb5eaF9iNasHmyovw9SHohvqIFdUYMgbUMNbGvLrnggHiWVt+qLBvl54bY2/lgyqieevefWdJ2fF3w8PXAut9is9qyl2rlVtfX4n4U6tXLr19qq3+oKtXqJ5FJLLWI5bLW9qBCt1dxjzFre0/tvQbkhJwVrvRF4MyfJiUEfh3Fe02/DuIb1yrEJKDGKM6jRPuTkKVvLGNfytnac9rzXLbkNZ7N1DPrPoLauFilj4lFaXYfK6hqsvPm78edfWlWLbZMGINjfGz6eHrhSWI5AX2+seCAelbW1+F+pdL+mtveOiIjcCwfaMv18owzPWaizunxMPGJCA0w6dFvLLv0kHV/erHft7+OJLZMGYO1/svC10bJ3dwvHC/f1wMLdZ3D45vSwQB98+P8S8eLesxa3a6mO9uL7e2DC5u8MT2PVb3fRnrNmdb9nDPsVpr5z3FD3+96ekZg3Ms7icVirX2upfqur1Oolago11CKWItX2pHIaIJ33pObLaf/27kNODWypZezNU0rkOXfIldaO4eWxCaipq8eC3WeQc6Mc7069E/N3n0HmtRK8/9hdmG/hszGuo5108z/cj245hr7RIVg2Oh6LdqfhfF4pfhsXgef/0B0LG/VranvviIjI/fDWcRmuFlaYXegBDaVfFu4+g6uFFbKXjTOqdz1lcCzWNBpkA0BcVDCeMxpkA8DLYxPMBtnG27VUR3vx3nS8PDbBbLuW6n6/9dUFk7rfY/t1tHoccmvLukqtXqLWRqrtXSkol8xpUrnsvxLb+G9BuWT7l7MNqflSNbCl6mRbGhw2jtMWJfKcO+RKW8dw8Px1LLz5Gax9pC8W7Wnoy14em4Cln6ZL1tE+YvT68IUbWLTnDNZO6AsAuKO9Dgss9Gtqeu+IiMg9caAtg1Qt1yKjEjRSyxrXBbVWQ9TS9Aidr+ztGk+P0N2qO9qUmqVS+5NTW9ZVavUStTZSba+4slYyp0nlshKJbZRU1kq2fznbsGd+QVm1ZJ3soooau/KUEnnOHXKlrWOICPI1/EHZy9PD8HnY6mca90nGrw9fuIHaOgHAdr+mlveOiIjcE28dl0GqlqtJvWuJZY3rgFqrCWppemllneztWluvKTVLpfYnp7asq9TqJWpt7K1PXVJZAyEk9iFV41rGPqRyUonUNhSosy2Vh6TmK5Hn3CFX2joG48/Z+DNrar9maTuS55AK3jsiInJPHGjLIFXL1aTetcSyxnVArdUEtTQ90M9T9natrdeUmqVS+5NTW9ZVavUStTb21qeW0zYla1zL2Idvne1BUpDUNhSosy11rFLzlchz7pArbR2Dcd9i/Jk1tV+ztB2pfk0N7x0REbkn3joug1Qt12CjCwepZY3rglqrIZp2udBsG3nFVbK3azw9r/hW3VFL29VrXLNUan9yasu6Sq1eotZGqu3p/Lwkc5pULguS2EaQn5dk+5ezDXvmtwnwkayTHaz1titPKZHn3CFX2jqGvJIqDLn5GdTW1Rs+D1v9TOM+yfj14M6h8PLUALDdr6nlvSMiIvfEgbYMUSFaLLdSZ3X5mHiTp5pKLWtc73rL4Ww89esuGNLZ9OIk42qR2Tbm7TqNxff3lLVd/fTF9/fEvF2nzbZrqe73zOGmdb93nbhs9Tjk1pZ1lVq9RK2NVNvr0MZfMqdJ5bLbJLZxWxt/yfYvZxtS86VqYEvVyY4K0dqVp5TIc+6QK20dw/Cu4YbP8cn3T+Kl0Q192bxdp/H8H3pY/GyM62gnGb0e3DkUy8bE48ntJwEAmbnFWGGhX1PTe0dERO6Jt47LFGNUZ1VfWzfYSp1VW8uueCDhVi1XPy+0DfDBy39MsLjsqw/1Nlk22M/rVj3Zm8vq68m+NDoezzbahreHBtunDjSs3yagod6opRrBVbX1+OiJQWbLNo5BP10ud6pJTKQmUm1PTk6TWibGuMZ1o5wkJwY525CKITo0QDJPSS1jb55SIs+5Q66UOgb9Z1BUXm2oo11WVY3lY+JRXl1n8vmXVtVi2+QB0Gm94evpgRtlVdj1xCAE+XmhrrYef/tjgsn21f7eERGR++FA24qi8mrkl1ajuLIGOq03wgJ8DP/lkcPasvr/sDTeV0V1Hbw9PeDj5YEAHwvfW9MA9YDh4lPO/orKq+Ht6QFvTw28vTzgd/O7bNZqBEdYGEBbirep3KEmMZEaSbU9Tw8NGm7A1UCjaXjdWICPp838ZC0nyY1Bzjakcq+fl4fFXGdMKpfZm6fkrG+pXzFexx1ypfEx6I/3Yn6Z4Xi7tdeZrfNLcSUqqusAaOChATQANBoAN89Of18vxIYHmqwTY2O/REREroADbQss1VUd2iUMK8cmyB5o27Ov38ZFYNEfumNho1ra+lsdo0MDXOoYiEh9cm6UmdWXbpxj1JBH1BAjoJ44lSL3eK2dh5OSYvH0B2kor65rUt9HRETkKvgd7UaKyqvNLg6Ahnqc83edRlG5cjU5re3rjvY6PNdokA001A59bvcZ/FJc2aztOuIYiEh9fimuNBvcAKY5Rg15RA0xAuqJUylyj9fWebj1SDamDI41vJbT9xEREbkSDrQbyS+tNrs40DuUlY/8UuUuiKztq0/HELMLD73DF26goMx2DC15DESkPgVl1ZI5Rg15RA0xAuqJUylyj9fWeXjkwg306RhieC2n7yMiInIlvHW8keLKGpvzSyTmK7GvqlrbtWWLK2ubtV09JY+BiNRHOofUwtvT/Pvaxlwhj6gl16klTqXIPV6p87BxXyi1PBERkSvhQLsRnZ+3zflBEvOV2JevhQf5mK5n+2NryWMgIvWRziFe8Pa0nYdcIY+oJdepJU6lyD1eqfOwcV8otTwREZEr4a3jjYQF+pjV49Qb2iUMYYHKPdXU2r7SLhea1RXVG9w5FG0CbMfQksdAROrTJsBHMseoIY+oIUZAPXEqRe7x2joPkzqHIu1yoeG1nL6PiIjIlbjEQHvdunWIjY2Fn58f+vXrh6+//trm8qmpqejXrx/8/Pxw++23Y8OGDYrFEuzvg5VjE8wuEoZ2CcPLYxMULR9ibV+ZucVYPibe7AJE/+RVqXJbLXkMRKQ+kTo/rJDIMWrII2qIEVBPnEqRe7y2zsPJSbHYcjjb8FpO30dERORKnH4f1s6dOzF79mysW7cOSUlJePvttzFy5Ej8+OOPiI6ONls+Ozsb9957L6ZNm4bt27fjyJEjmDFjBsLDwzF27FhFYooK0WLNuD7IL61GSWUNgvy8ERbomBqdtvb16kO9UVBWjeLKWuj8vNAmwEf2hUZLHgMRqU90aIBkjlFDHlFDjIB64lSK3OM1Ow+1Xgjy9UJpdS22Tb6zyX0fERGRq3D6QPu1117D1KlT8dhjjwEAVq9ejS+++ALr169HSkqK2fIbNmxAdHQ0Vq9eDQCIi4vD8ePH8corryg20AYa/iLfUhdA1vYVqfOz6+KiJY+BiNRHTo5RQx5RQ4yAeuJUitzjtbevIyIickVOvXW8uroaJ06cwIgRI0ymjxgxAt98843FdY4ePWq2/D333IPjx4+jpsa9ntxKRERERERE6uPU/2jn5+ejrq4OkZGRJtMjIyNx7do1i+tcu3bN4vK1tbXIz89H+/btzdapqqpCVVWV4XVxcbEC0RORvdg2iVwX2yeR62L7JHJ9LvEwNI3GtF6rEMJsmtTylqbrpaSkIDg42PDTsWNHOyMmIiWwbRK5LrZPItfF9knk+pz6H+2wsDB4enqa/fc6Ly/P7L/Weu3atbO4vJeXF0JDLZcJWbBgAebMmWN4XVRUhOjoaP71j6iFBAUFWfxDGNsmkfOxfRK5JmttE2h++ywtLW1Y/r8XUV9bp1ispXlXAADF1y7B19dXse2WXPsZAHDy5ElD7Eo4f/48APW8D47ariO3rbbt6s+10tJSWf2crfZpIJzszjvvFE888YTJtLi4ODF//nyLy8+dO1fExcWZTJs+fbq46667ZO/z8uXLAgB/+MOfFvopKipi2+QPf1z0h+2TP/xxzR+5bZPtkz/8afkfOe1TI8TN+66dZOfOnfjzn/+MDRs2IDExERs3bsSmTZuQnp6OmJgYLFiwAFeuXMG7774LoKG8V8+ePfH4449j2rRpOHr0KKZPn44PPvhA9lPH6+vrcfXqVXl/iXBBxcXF6NixIy5fvgydTufscBTnzsfnzscGWD8+uW1Nbtt09/exJfG9VI5a30ul26erUOvn4Qh8L0yp5f1oSlurr69HZmYmunfv7vLHpQZqOUfUwh3fTznt0+nlvR5++GHcuHEDS5cuRW5uLnr27Il9+/YhJiYGAJCbm4ucnBzD8rGxsdi3bx+eeeYZrF27FlFRUXjzzTebVNrLw8MDt912m+LH0tJ0Op3bnKyWuPPxufOxAc0/vqa2TXd/H1sS30vluOt7qda+010/j+bge2HKnd4PDw8PdOjQAYB7HZez8b1UVmt7P50+0AaAGTNmYMaMGRbnbdu2zWxacnIyTp486eCoiIiIiIiIiJrOJZ46TkREREREROQuONBWIV9fX7z44ouKP3XQVbjz8bnzsQEtd3zu/j62JL6XyuF76Vr4edzC98KUu74f7npczsD3Ulmt9f10+sPQiIiIiIiIiNwJ/6NNREREREREpCAOtImIiIiIiIgUxIE2ERERERERkYI40FaRxYsXQ6PRmPy0a9fO2WEp5sqVK5gwYQJCQ0Ph7++P3r1748SJE84OSxGdOnUy++w0Gg2efPJJZ4dmt9raWixatAixsbHQarW4/fbbsXTpUtTX1yu+r5SUFAwYMABBQUGIiIjA6NGjkZmZqfh+WoP169cjISHBUNMyMTERn332mbPDcgspKSnQaDSYPXu2s0NpdZgjbOO56d7XGuvWrUNsbCz8/PzQr18/fP31184OSZUOHTqE++67D1FRUdBoNNizZ4+zQ1Il5mMOtFWnR48eyM3NNfycOXPG2SEpoqCgAElJSfD29sZnn32GH3/8Ea+++ipCQkKcHZoijh07ZvK5HThwAADw4IMPOjky+7388svYsGED3nrrLWRkZOBvf/sbVq1ahTVr1ii+r9TUVDz55JP49ttvceDAAdTW1mLEiBEoKytTfF/u7rbbbsPKlStx/PhxHD9+HL/+9a8xatQopKenOzs0VTt27Bg2btyIhIQEZ4fSKjFHWMdz072vNXbu3InZs2dj4cKFSEtLw5AhQzBy5Ejk5OQ4OzTVKSsrQ69evfDWW285OxRVYz7mU8dVZfHixdizZw9OnTrl7FAUN3/+fBw5cqTV/PV19uzZ+PTTT5GVlQWNRuPscOzyhz/8AZGRkdi8ebNh2tixY+Hv74/33nvPofu+fv06IiIikJqaiqFDhzp0X61B27ZtsWrVKkydOtXZoahSaWkp+vbti3Xr1mHZsmXo3bs3Vq9e7eywWjXmiAY8Nxu487XGwIED0bdvX6xfv94wLS4uDqNHj0ZKSooTI1M3jUaD3bt3Y/To0c4ORfVaYz7mf7RVJisrC1FRUYiNjcWf/vQnXLx40dkhKWLv3r3o378/HnzwQURERKBPnz7YtGmTs8NyiOrqamzfvh1TpkxR/SAbAAYPHowvv/wS58+fBwD88MMPOHz4MO69916H77uoqAhAwwCRmq+urg4ffvghysrKkJiY6OxwVOvJJ5/E73//e/zmN79xdih0E3NEA56bDdz1WqO6uhonTpzAiBEjTKaPGDEC33zzjZOiIjLVGvOxl7MDIPkGDhyId999F127dsUvv/yCZcuWYdCgQUhPT0doaKizw7PLxYsXsX79esyZMwfPPfccvv/+ezz99NPw9fXFo48+6uzwFLVnzx4UFhZi0qRJzg5FEfPmzUNRURG6desGT09P1NXVYfny5Rg3bpxD9yuEwJw5czB48GD07NnToftyV2fOnEFiYiIqKysRGBiI3bt3o3v37s4OS5U+/PBDnDx5EseOHXN2KHQTc0QDnpu3uOu1Rn5+Purq6hAZGWkyPTIyEteuXXNSVES3tNZ8zIG2iowcOdLwe3x8PBITE/GrX/0K77zzDubMmePEyOxXX1+P/v37Y8WKFQCAPn36ID09HevXr1d152fJ5s2bMXLkSERFRTk7FEXs3LkT27dvx44dO9CjRw+cOnUKs2fPRlRUFCZOnOiw/c6cOROnT5/G4cOHHbYPd3fHHXfg1KlTKCwsxK5duzBx4kSkpqZysN1Ely9fxqxZs7B//374+fk5Oxy6iTmC52Zj7n6t0fguOSGEW9w5R+rXWvMxB9oqFhAQgPj4eGRlZTk7FLu1b9/e7OI+Li4Ou3btclJEjvHzzz/j3//+Nz766CNnh6KYv/71r5g/fz7+9Kc/AWj4I9DPP/+MlJQUhw20n3rqKezduxeHDh3Cbbfd5pB9tAY+Pj7o3LkzAKB///44duwY3njjDbz99ttOjkxdTpw4gby8PPTr188wra6uDocOHcJbb72FqqoqeHp6OjHC1oc5ogHPTVPueq0RFhYGT09Ps/9e5+Xlmf2Xm6ilteZ8zIG2ilVVVSEjIwNDhgxxdih2S0pKMnvk//nz5xETE+OkiBxj69atiIiIwO9//3tnh6KY8vJyeHiYPu7B09PTIeW9hBB46qmnsHv3bhw8eBCxsbGK76M1E0KgqqrK2WGozt13321WAWLy5Mno1q0b5s2b16oGMs7GHGGK56Ypd73W8PHxQb9+/XDgwAGMGTPGMP3AgQMYNWqUEyOj1oz5mANtVXn22Wdx3333ITo6Gnl5eVi2bBmKi4sdentuS3nmmWcwaNAgrFixAg899BC+//57bNy4ERs3bnR2aIqpr6/H1q1bMXHiRHh5uU/Tu++++7B8+XJER0ejR48eSEtLw2uvvYYpU6Yovq8nn3wSO3bswMcff4ygoCDDX++Dg4Oh1WoV3587e+655zBy5Eh07NgRJSUl+PDDD3Hw4EF8/vnnzg5NdYKCgsy+cxYQEIDQ0NBW9V00V8AcYYrnpil3vtaYM2cO/vznP6N///5ITEzExo0bkZOTg+nTpzs7NNUpLS3FhQsXDK+zs7Nx6tQptG3bFtHR0U6MTF2YjwEIUo2HH35YtG/fXnh7e4uoqCjxwAMPiPT0dGeHpZhPPvlE9OzZU/j6+opu3bqJjRs3OjskRX3xxRcCgMjMzHR2KIoqLi4Ws2bNEtHR0cLPz0/cfvvtYuHChaKqqkrxfQGw+LN161bF9+XupkyZImJiYoSPj48IDw8Xd999t9i/f7+zw3IbycnJYtasWc4Oo9VhjpDW2s9Nd77WWLt2rSGv9+3bV6Smpjo7JFX66quvLOaRiRMnOjs0VWE+FoJ1tImIiIiIiIgUxDraRERERERERAriQJuIiIiIiIhIQRxoExERERERESmIA20iIiIiIiIiBXGgTURERERERKQgDrSJiIiIiIiIFMSBNhEREREREZGCONAmIiIiIiIiUhAH2uR0kyZNwujRo2UtO2zYMMyePduh8ch18OBBaDQaFBYWOjsUIodrSjttim3btiEkJMTmMosXL0bv3r1tLnPp0iVoNBqcOnVKsdiIXFVT+h85bawlderUCatXr3Z2GEQO58jrRI1Ggz179lidL7dPdKXranfEgTaRDExERI7x8MMP4/z5801ax1GDfqKW5mqDYCW587FR6+KK53Jubi5Gjhwpe3n+c8g5vJwdABERtV5arRZardbZYRAREalGu3btnB0CycD/aBP++c9/Ij4+HlqtFqGhofjNb36DsrIyAMDWrVsRFxcHPz8/dOvWDevWrTOsp78t5cMPP8SgQYPg5+eHHj164ODBg4Zl6urqMHXqVMTGxkKr1eKOO+7AG2+8oVjs1dXVmDt3Ljp06ICAgAAMHDjQZP/6v0J+8cUXiIuLQ2BgIH73u98hNzfXsExtbS2efvpphISEIDQ0FPPmzcPEiRMN/zGbNGkSUlNT8cYbb0Cj0UCj0eDSpUuG9U+cOIH+/fvD398fgwYNQmZmpmLHR6Snlnb6ySefICQkBPX19QCAU6dOQaPR4K9//athmccffxzjxo0DYPk/BStXrkRkZCSCgoIwdepUVFZWGuYtXrwY77zzDj7++GNDezQ+losXL2L48OHw9/dHr169cPTo0WYdB5Ecw4YNw8yZMzFz5kxDH7Jo0SIIIQDY7qMOHjyIyZMno6ioyHAuL168GACwfft29O/fH0FBQWjXrh3Gjx+PvLw8xeL+5JNP0K9fP/j5+eH222/HkiVLUFtba5iv0Wjw97//HWPGjIG/vz+6dOmCvXv3mmxj79696NKlC7RaLYYPH4533nnH8B8zW8cGAOXl5ZgyZQqCgoIQHR2NjRs3KnZsRI25ejsVQiA8PBy7du0yTOvduzciIiIMr48ePQpvb2+UlpYCML91/Pvvv0efPn3g5+eH/v37Iy0tzTDv0qVLGD58OACgTZs20Gg0mDRpkmF+fX095s6di7Zt26Jdu3YmbZXsJKhVu3r1qvDy8hKvvfaayM7OFqdPnxZr164VJSUlYuPGjaJ9+/Zi165d4uLFi2LXrl2ibdu2Ytu2bUIIIbKzswUAcdttt4l//vOf4scffxSPPfaYCAoKEvn5+UIIIaqrq8ULL7wgvv/+e3Hx4kWxfft24e/vL3bu3GmIYeLEiWLUqFGy4k1OThazZs0yvB4/frwYNGiQOHTokLhw4YJYtWqV8PX1FefPnxdCCLF161bh7e0tfvOb34hjx46JEydOiLi4ODF+/HjDNpYtWybatm0rPvroI5GRkSGmT58udDqdIabCwkKRmJgopk2bJnJzc0Vubq6ora0VX331lQAgBg4cKA4ePCjS09PFkCFDxKBBg+z4RIjMqamdFhYWCg8PD3H8+HEhhBCrV68WYWFhYsCAAYZlunbtKtavXy+EaGijwcHBhnk7d+4UPj4+YtOmTeLcuXNi4cKFIigoSPTq1UsIIURJSYl46KGHxO9+9ztDe6yqqjIcZ7du3cSnn34qMjMzxR//+EcRExMjampq7Hn7iaxKTk4WgYGBYtasWeLcuXOGtrNx40YhhO0+qqqqSqxevVrodDrDuVxSUiKEEGLz5s1i37594qeffhJHjx4Vd911lxg5cqRhv/r+p6CgQDLGxm3s888/FzqdTmzbtk389NNPYv/+/aJTp05i8eLFhmX0OWPHjh0iKytLPP300yIwMFDcuHFDCNGQV7y9vcWzzz4rzp07Jz744APRoUMHQ0y2ji0mJka0bdtWrF27VmRlZYmUlBTh4eEhMjIy7P04iCxSQzt94IEHxMyZM4UQQvzvf/8T3t7eIiQkRKSnpwshhFixYoUYOHCgYXkAYvfu3UIIIUpLS0V4eLh4+OGHxdmzZ8Unn3wibr/9dgFApKWlidraWrFr1y4BQGRmZorc3FxRWFhoeG90Op1YvHixOH/+vHjnnXeERqMR+/fvt/t9JyE40G7lTpw4IQCIS5cumc3r2LGj2LFjh8m0l156SSQmJgohbl3Ar1y50jC/pqZG3HbbbeLll1+2us8ZM2aIsWPHGl43d6B94cIFodFoxJUrV0yWufvuu8WCBQuEEA0XGADEhQsXDPPXrl0rIiMjDa8jIyPFqlWrDK9ra2tFdHS0SUyNB/hC3Eqg//73vw3T/vWvfwkAoqKiQtbxEMmhtnbat29f8corrwghhBg9erRYvny58PHxEcXFxSI3N1cAMFxUNx4EJCYmiunTp5tsb+DAgYaBtrVY9Mf597//3TAtPT3dZF9ESktOThZxcXGivr7eMG3evHkiLi5Odh9lfP5b8/333wsAhgt8ewbaQ4YMEStWrDBZ5r333hPt27c3vAYgFi1aZHhdWloqNBqN+OyzzwzH2LNnT5NtLFy40CQma8cWExMjJkyYYHhdX18vIiIiDH98I1KaGtrpm2++aWhTe/bsEf379xcPPPCAWLt2rRBCiBEjRoh58+YZljceaL/99tuibdu2oqyszDB//fr1hoG2rViSk5PF4MGDTaYNGDDAZF/UfLx1vJXr1asX7r77bsTHx+PBBx/Epk2bUFBQgOvXr+Py5cuYOnUqAgMDDT/Lli3DTz/9ZLKNxMREw+9eXl7o378/MjIyDNM2bNiA/v37Izw8HIGBgdi0aRNycnLsjv3kyZMQQqBr164mMaampprE6O/vj1/96leG1+3btzfc2lNUVIRffvkFd955p2G+p6cn+vXrJzuOhIQEk20DUPQWPyK1tdNhw4bh4MGDEELg66+/xqhRo9CzZ08cPnwYX331FSIjI9GtWzeL62ZkZJjE2jh2KWyP1NLuuusuaDQaw+vExERkZWXh+PHjsvooS9LS0jBq1CjExMQgKCgIw4YNAwBF+s4TJ05g6dKlJjFNmzYNubm5KC8vNyxn3JYCAgIQFBRkaEuZmZkYMGCAyXaN+1EpxtvWaDRo164d2yk5lKu302HDhiE9PR35+flITU3FsGHDMGzYMKSmpqK2thbffPMNkpOTLa6bkZGBXr16wd/f3+T45DJuj4DpdTLZhw9Da+U8PT1x4MABfPPNN9i/fz/WrFmDhQsX4pNPPgEAbNq0CQMHDjRbR4o+mf3jH//AM888g1dffRWJiYkICgrCqlWr8N1339kde319PTw9PXHixAmzmAIDAw2/e3t7m8Umbn4vp3G8eo3n22K8ff129N9PJVKC2trpsGHDsHnzZvzwww/w8PBA9+7dkZycjNTUVBQUFFi9WFAC2yO5Ejl9VGNlZWUYMWIERowYge3btyM8PBw5OTm45557UF1dbXdM9fX1WLJkCR544AGzeX5+fobfLfWd+rYkhFCs32y8baKW5grttGfPnggNDUVqaipSU1OxdOlSdOzYEcuXL8exY8dQUVGBwYMHW1y3KW3PErZHx+FAm6DRaJCUlISkpCS88MILiImJwZEjR9ChQwdcvHgRjzzyiM31v/32WwwdOhRAw4PFTpw4gZkzZwIAvv76awwaNAgzZswwLC/1F0K5+vTpg7q6OuTl5WHIkCHN2kZwcDAiIyPx/fffG7ZRV1eHtLQ0k7q9Pj4+qKurUyJsomZRUzsdOnQoSkpKsHr1aiQnJ0Oj0SA5ORkpKSkoKCjArFmzrK4bFxeHb7/9Fo8++qhJ7MbYHsmVND4/v/32W3Tp0kVWH2XpXD537hzy8/OxcuVKdOzYEQBw/PhxxeLt27cvMjMz0blz52Zvo1u3bti3b5/JtMYxsp2SK3H1dqrRaDB06FB8/PHHOHv2LIYMGYKgoCDU1NRgw4YN6Nu3L4KCgiyu2717d7z33nuoqKgwVPGw1G8CYJtsYbx1vJX77rvvsGLFChw/fhw5OTn46KOPcP36dcTFxWHx4sVISUnBG2+8gfPnz+PMmTPYunUrXnvtNZNtrF27Frt378a5c+fw5JNPoqCgAFOmTAEAdO7cGcePH8cXX3yB8+fP4/nnn8exY8cUib1r16545JFH8Oijj+Kjjz5CdnY2jh07hpdfftnsAsCWp556CikpKfj444+RmZmJWbNmoaCgwOSv9Z06dcJ3332HS5cuIT8/n3/poxaltnYaHByM3r17Y/v27YZb6YYOHYqTJ0/i/PnzhmmWzJo1C1u2bMGWLVtw/vx5vPjii0hPTzdZplOnTjh9+jQyMzORn5+PmpqaZsdKZK/Lly9jzpw5yMzMxAcffIA1a9Zg1qxZsvqoTp06obS0FF9++SXy8/NRXl6O6Oho+Pj4YM2aNbh48SL27t2Ll156SbF4X3jhBbz77rtYvHgx0tPTkZGRgZ07d2LRokWyt/H444/j3LlzmDdvHs6fP49//OMf2LZtG4Bbd5JYOjYiZ1FDOx02bBh27NiBhIQE6HQ6w+D7/ffft9lvjh8/Hh4eHpg6dSp+/PFH7Nu3D6+88orJMjExMdBoNPj0009x/fp1w9PLycGc9u1wcgk//vijuOeee0R4eLjw9fUVXbt2FWvWrDHMf//990Xv3r2Fj4+PaNOmjRg6dKj46KOPhBC3Hj60Y8cOMXDgQOHj4yPi4uLEl19+aVi/srJSTJo0SQQHB4uQkBDxxBNPiPnz50s+2Miaxg8l0z8tuVOnTsLb21u0a9dOjBkzRpw+fVoIYfkBFrt37xbGp35NTY2YOXOm0Ol0ok2bNmLevHniwQcfFH/6058My2RmZoq77rpLaLVaAUBkZ2dbfLBEWlqaYT6RUtTWToUQ4i9/+YsAIM6ePWuY1qtXLxEeHm7yQBpLbXT58uUiLCxMBAYGiokTJ4q5c+eaxJKXlyd++9vfisDAQAFAfPXVV4bj1D/4RQghCgoKDPOJHCE5OVnMmDHDUK2iTZs2Yv78+YZzXKqPEkKI6dOni9DQUAFAvPjii0IIIXbs2CE6deokfH19RWJioti7d6+sBxtZYqmNff7552LQoEFCq9UKnU4n7rzzTsMTmIUwfdCSXnBwsNi6davh9ccffyw6d+4sfH19xbBhwwwPXzJ+GKilY4uJiRGvv/66ybZ79eplmE+kNDW0UyGEOHPmjAAgnn32WcO0119/XQAQn376qcmyjdvo0aNHRa9evYSPj4/o3bu34Snjxn3i0qVLRbt27YRGoxETJ040vDeNH/Y7atQow3yyj0YIO2/sp1br0qVLiI2NNbvNWu3q6+sRFxeHhx56SNH/IhA5g7u2UyJXMGzYMPTu3RurV692dihOt3z5cmzYsAGXL192dihEJthOyVn4HW1q9X7++Wfs378fycnJqKqqwltvvYXs7GyMHz/e2aERERG5pHXr1mHAgAEIDQ3FkSNHsGrVKsNzH4iIiN/RJheSk5NjUlqh8Y8SZU0s8fDwwLZt2zBgwAAkJSXhzJkz+Pe//424uDiH7I9IzZzVTonIspEjR1ptjytWrHDYfrOysjBq1Ch0794dL730Ev7yl79g8eLFDtsfkZo5q52Sc/HWcXIZtbW1uHTpktX5nTp1gpcXb8Igcia2UyLXcuXKFVRUVFic17ZtW7Rt27aFIyKixthOWycOtImIiIiIiIgUxFvHiYiIiIiIiBTEgTYRERERERGRgjjQJiIiIiIiIlIQB9pERERERERECuJAm4iIiIiIiEhBHGgTERERERERKYgDbSIiIiIiIiIFcaBNREREREREpKD/Dy+PA7dTFH10AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings(\"ignore\", category=UserWarning, module=\"seaborn.axisgrid\")\n", + "\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Example plotting code\n", + "data = sns.load_dataset(\"iris\")\n", + "sns.pairplot(data)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.939996Z", + "iopub.status.busy": "2022-04-29T22:44:09.939335Z", + "iopub.status.idle": "2022-04-29T22:44:09.956504Z", + "shell.execute_reply": "2022-04-29T22:44:09.955329Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.939957Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(5000, 12)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:09.958108Z", + "iopub.status.busy": "2022-04-29T22:44:09.957851Z", + "iopub.status.idle": "2022-04-29T22:44:09.985162Z", + "shell.execute_reply": "2022-04-29T22:44:09.984152Z", + "shell.execute_reply.started": "2022-04-29T22:44:09.958079Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 5000 entries, 0 to 4999\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Age 5000 non-null int64 \n", + " 1 Experience 5000 non-null int64 \n", + " 2 Income 5000 non-null int64 \n", + " 3 Family 5000 non-null int64 \n", + " 4 CCAvg 5000 non-null float64\n", + " 5 Education 5000 non-null int64 \n", + " 6 Mortgage 5000 non-null int64 \n", + " 7 Personal Loan 5000 non-null int64 \n", + " 8 Securities Account 5000 non-null int64 \n", + " 9 CD Account 5000 non-null int64 \n", + " 10 Online 5000 non-null int64 \n", + " 11 CreditCard 5000 non-null int64 \n", + "dtypes: float64(1), int64(11)\n", + "memory usage: 468.9 KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Data cleaning, EDA and Feature Engineering**" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.458204Z", + "iopub.status.busy": "2022-04-29T22:44:10.457796Z", + "iopub.status.idle": "2022-04-29T22:44:10.464672Z", + "shell.execute_reply": "2022-04-29T22:44:10.463582Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.458171Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 1.598456618052042\n" + ] + } + ], + "source": [ + "print('skew:', df['CCAvg'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.897348Z", + "iopub.status.busy": "2022-04-29T22:44:10.897079Z", + "iopub.status.idle": "2022-04-29T22:44:10.902807Z", + "shell.execute_reply": "2022-04-29T22:44:10.901681Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.897318Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 0.8413386072610816\n" + ] + } + ], + "source": [ + "print('skew:', df['Income'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.905001Z", + "iopub.status.busy": "2022-04-29T22:44:10.904644Z", + "iopub.status.idle": "2022-04-29T22:44:10.922105Z", + "shell.execute_reply": "2022-04-29T22:44:10.921099Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.904956Z" + } + }, + "outputs": [], + "source": [ + "log_cols = df[['CCAvg', 'Income']]\n", + "\n", + "for c in log_cols:\n", + " df[c] = np.log1p(df[c])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.924180Z", + "iopub.status.busy": "2022-04-29T22:44:10.923605Z", + "iopub.status.idle": "2022-04-29T22:44:10.940328Z", + "shell.execute_reply": "2022-04-29T22:44:10.939074Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.924137Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: 0.31925236865480283\n" + ] + } + ], + "source": [ + "print('skew:', df['CCAvg'].skew())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As shown above, the distribution for average credit card spending is closer to a normal distribution which is confirmed by a significant reduction in skew." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:10.943587Z", + "iopub.status.busy": "2022-04-29T22:44:10.942452Z", + "iopub.status.idle": "2022-04-29T22:44:10.955847Z", + "shell.execute_reply": "2022-04-29T22:44:10.954379Z", + "shell.execute_reply.started": "2022-04-29T22:44:10.943528Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "skew: -0.42071189305490625\n" + ] + } + ], + "source": [ + "print('skew:', df['Income'].skew())" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:22.793216Z", + "iopub.status.busy": "2022-04-29T22:44:22.792592Z", + "iopub.status.idle": "2022-04-29T22:44:22.846964Z", + "shell.execute_reply": "2022-04-29T22:44:22.846158Z", + "shell.execute_reply.started": "2022-04-29T22:44:22.793163Z" + } + }, + "outputs": [], + "source": [ + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "ss = StandardScaler()\n", + "\n", + "df_s = ss.fit_transform(df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The optimal number of clusters can be identified using the elbow method as shown below:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:44:22.848655Z", + "iopub.status.busy": "2022-04-29T22:44:22.847998Z", + "iopub.status.idle": "2022-04-29T22:44:41.090904Z", + "shell.execute_reply": "2022-04-29T22:44:41.089700Z", + "shell.execute_reply.started": "2022-04-29T22:44:22.848620Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Inertia')" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sklearn.cluster import KMeans\n", + "\n", + "list_n_clusters = list(range(1,13))\n", + "inertia = []\n", + "\n", + "for k in list_n_clusters:\n", + " km = KMeans(n_clusters=k)\n", + " km.fit(df_s)\n", + " inertia.append(km.inertia_)\n", + " \n", + "plt.plot(list_n_clusters, inertia)\n", + "plt.scatter(list_n_clusters, inertia)\n", + "plt.xlabel('Number of clusters, K')\n", + "plt.ylabel('Inertia')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:09.294718Z", + "iopub.status.busy": "2022-04-29T22:47:09.294418Z", + "iopub.status.idle": "2022-04-29T22:47:12.695535Z", + "shell.execute_reply": "2022-04-29T22:47:12.694245Z", + "shell.execute_reply.started": "2022-04-29T22:47:09.294686Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard
KMeans_label
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145.06666719.8437504.9560662.6125001.4786772.233333100.8458331.00.1250000.2916670.6062500.297917
239.62313414.7835824.7002061.4950251.4313611.17039892.7524880.00.0733830.0161690.5858210.232587
355.64733730.3644974.1048853.0982250.9456391.68875743.6686390.00.1396450.0035500.6118340.000000
452.26097926.9171893.6002741.5671270.5581582.31995042.2183190.00.0702630.0025090.5846930.001255
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" + ], + "text/plain": [ + " Age Experience Income Family CCAvg Education \\\n", + "KMeans_label \n", + "0 51.630966 26.360885 3.904521 2.400466 0.778845 1.938300 \n", + "1 45.066667 19.843750 4.956066 2.612500 1.478677 2.233333 \n", + "2 39.623134 14.783582 4.700206 1.495025 1.431361 1.170398 \n", + "3 55.647337 30.364497 4.104885 3.098225 0.945639 1.688757 \n", + "4 52.260979 26.917189 3.600274 1.567127 0.558158 2.319950 \n", + "5 33.068313 7.701235 3.855847 2.960494 0.718685 2.017284 \n", + "\n", + " Mortgage Personal Loan Securities Account CD Account \\\n", + "KMeans_label \n", + "0 46.493597 0.0 0.125728 0.158324 \n", + "1 100.845833 1.0 0.125000 0.291667 \n", + "2 92.752488 0.0 0.073383 0.016169 \n", + "3 43.668639 0.0 0.139645 0.003550 \n", + "4 42.218319 0.0 0.070263 0.002509 \n", + "5 40.353086 0.0 0.099588 0.006584 \n", + "\n", + " Online CreditCard \n", + "KMeans_label \n", + "0 0.627474 0.996508 \n", + "1 0.606250 0.297917 \n", + "2 0.585821 0.232587 \n", + "3 0.611834 0.000000 \n", + "4 0.584693 0.001255 \n", + "5 0.576132 0.232922 " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('KMeans_label').mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:12.792248Z", + "iopub.status.busy": "2022-04-29T22:47:12.791844Z", + "iopub.status.idle": "2022-04-29T22:47:12.802648Z", + "shell.execute_reply": "2022-04-29T22:47:12.801602Z", + "shell.execute_reply.started": "2022-04-29T22:47:12.792210Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "KMeans_label\n", + "5 1215\n", + "0 859\n", + "3 845\n", + "2 804\n", + "4 797\n", + "1 480\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['KMeans_label'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:12.804715Z", + "iopub.status.busy": "2022-04-29T22:47:12.804191Z", + "iopub.status.idle": "2022-04-29T22:47:14.669331Z", + "shell.execute_reply": "2022-04-29T22:47:14.668369Z", + "shell.execute_reply.started": "2022-04-29T22:47:12.804664Z" + } + }, + "outputs": [], + "source": [ + "from sklearn.cluster import AgglomerativeClustering\n", + "\n", + "ac = AgglomerativeClustering(n_clusters=6, linkage='ward', compute_full_tree=True)\n", + "model_ac = ac.fit(df_s)\n", + "df['AC_label'] = model_ac.fit_predict(df_s)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.671281Z", + "iopub.status.busy": "2022-04-29T22:47:14.670906Z", + "iopub.status.idle": "2022-04-29T22:47:14.689621Z", + "shell.execute_reply": "2022-04-29T22:47:14.688668Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.671238Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCardKMeans_labelAC_label
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145193.55534830.916291100100033
239152.48490710.693147100000041
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AgeExperienceIncomeFamilyCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCardKMeans_label
AC_label
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154.40562229.1285143.8771302.3903610.7803532.00080384.8385540.0000000.0000000.00.5654620.0578313.281124
245.37738020.0683093.8491982.5991040.7296431.96976541.5890260.0000000.0000000.00.5823071.0000001.550952
345.18032819.8743174.0081582.5191260.8901591.84426247.1174860.0000001.0000000.00.5163930.1229513.393443
445.70198720.5728484.4658942.4602651.1831251.92715292.3245030.4635760.4867551.00.9370860.7947020.738411
544.67058819.4029414.9459882.6147061.4705752.26764792.1088241.0000000.0264710.00.4852940.1470591.000000
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" + ], + "text/plain": [ + " Age Experience Income Family CCAvg Education \\\n", + "AC_label \n", + "0 39.325243 14.160194 4.192599 2.228155 0.992727 1.686624 \n", + "1 54.405622 29.128514 3.877130 2.390361 0.780353 2.000803 \n", + "2 45.377380 20.068309 3.849198 2.599104 0.729643 1.969765 \n", + "3 45.180328 19.874317 4.008158 2.519126 0.890159 1.844262 \n", + "4 45.701987 20.572848 4.465894 2.460265 1.183125 1.927152 \n", + "5 44.670588 19.402941 4.945988 2.614706 1.470575 2.267647 \n", + "\n", + " Mortgage Personal Loan Securities Account CD Account Online \\\n", + "AC_label \n", + "0 34.135383 0.000000 0.000000 0.0 0.605717 \n", + "1 84.838554 0.000000 0.000000 0.0 0.565462 \n", + "2 41.589026 0.000000 0.000000 0.0 0.582307 \n", + "3 47.117486 0.000000 1.000000 0.0 0.516393 \n", + "4 92.324503 0.463576 0.486755 1.0 0.937086 \n", + "5 92.108824 1.000000 0.026471 0.0 0.485294 \n", + "\n", + " CreditCard KMeans_label \n", + "AC_label \n", + "0 0.091694 3.565804 \n", + "1 0.057831 3.281124 \n", + "2 1.000000 1.550952 \n", + "3 0.122951 3.393443 \n", + "4 0.794702 0.738411 \n", + "5 0.147059 1.000000 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('AC_label').mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The table above shows the mean values for each feature according to each of the 6 different clusters. We can see less defined clustering in features such as age where there is a lot of overlapping between the different groups as shown in the boxplot below." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The HAC model produced the following value counts for each cluster:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.732117Z", + "iopub.status.busy": "2022-04-29T22:47:14.731847Z", + "iopub.status.idle": "2022-04-29T22:47:14.741051Z", + "shell.execute_reply": "2022-04-29T22:47:14.740137Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.732087Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "AC_label\n", + "0 1854\n", + "1 1245\n", + "2 893\n", + "3 366\n", + "5 340\n", + "4 302\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['AC_label'].value_counts()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Similar to K Means, HAC clustering produce 2 dominant clusters comprising 62% in total of the dataset. The smallest 3 clusters similar proportions of customers of between 300 to 400 customer profiles." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "execution": { + "iopub.execute_input": "2022-04-29T22:47:14.745053Z", + "iopub.status.busy": "2022-04-29T22:47:14.744329Z", + "iopub.status.idle": "2022-04-29T22:47:15.022007Z", + "shell.execute_reply": "2022-04-29T22:47:15.020796Z", + "shell.execute_reply.started": "2022-04-29T22:47:14.744988Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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