CP312_Final_Project.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eLGkxFmLBIO5"
      },
      "source": [
        "# Final Data Visualization Project\n",
        "\n",
        "### Name(s): \n",
        "Rhea Sharma (200576620)\n",
        ", Lubna Al Rifaie (200821590)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "##Data sheet link:\n",
        "https://www.kaggle.com/datasets/salvatorerastelli/spotify-and-youtube?resource=download"
      ],
      "metadata": {
        "id": "0gKozVvMv8Ab"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "##We will have 3 main graphs to visualizes\n",
        "1. Displaying the percentage of how many songs listed in the data sheet are an album, compilation, or single into a pie graph.\n",
        "2. Showcasing the difference in views from youtube and streams from spotify of the top 10 artists\n",
        "3. Display the loudness calculated from all songs listed in the data set.\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "aghKEG1esvK8"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QdNsYrEJBIO6"
      },
      "source": [
        "## **Graph 1**\n",
        "\n",
        "Displaying the percentage of how many songs listed in the data sheet are an album, compilation, or single into a pie graph.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "YggwU1HMBIO7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 428
        },
        "outputId": "af1ade96-350e-44fa-c711-e02a22725cc6"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "df = pd.read_csv('data/Spotify_Youtube.csv')\n",
        "\n",
        "#counts how many album types are listed in the data set\n",
        "df_album_type_count = df['Album_type'].value_counts()\n",
        "\n",
        "# Create a pie chart\n",
        "labels = df_album_type_count.index.tolist()\n",
        "sizes = df_album_type_count.values.tolist()\n",
        "\n",
        "plt.pie(sizes, labels=labels, autopct='%1.1f%%', startangle=30)\n",
        "plt.axis('equal')\n",
        "plt.title('Album Types')\n",
        "plt.legend(labels, loc='best')\n",
        "\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vw7yJ2HmBIO7"
      },
      "source": [
        "## **Graph 2**\n",
        "\n",
        "Showcasing the difference in views from youtube and streams from spotify of the top 10 artists\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "dTzDvRj6BIO7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 604
        },
        "outputId": "a86b30d3-b2b1-471c-ff94-eb77058f7a2a"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2000x1000 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "df = pd.read_csv('data/Spotify_Youtube.csv')\n",
        "\n",
        "# Group the songs by artist and views from youtube and streams from spotify\n",
        "df_artist_group = df.groupby('Artist')[['Views', 'Stream']].sum()\n",
        "\n",
        "# Sort the artists descending order by the sum of views and streams\n",
        "df_artist_sort = df_artist_group.sort_values(['Views', 'Stream'], ascending=False)\n",
        "\n",
        "# Store the top 10 artists with the most number of views on YouTube and streams on Spotify\n",
        "top_10 = df_artist_sort.head(10)\n",
        "\n",
        "# Create two separate DataFrames for views and streams\n",
        "df_views = df.groupby('Artist')['Views'].sum().sort_values(ascending=False)[:10]\n",
        "df_streams = df.groupby('Artist')['Stream'].sum().sort_values(ascending=False)[:10]\n",
        "\n",
        "# Set the width of the bars\n",
        "barWidth = 0.35\n",
        "\n",
        "# Set the position of the bars on the x-axis\n",
        "r1 = np.arange(len(df_views))\n",
        "r2 = [x + barWidth for x in r1]\n",
        "\n",
        "# Create the figure and axes objects\n",
        "fig, ax = plt.subplots(figsize=(20,10))\n",
        "\n",
        "# Create the first set of bars\n",
        "ax.bar(r1, df_views, color='#EE3224', width=barWidth, label='Views')\n",
        "\n",
        "# Create the second set of bars\n",
        "ax.bar(r2, df_streams, color='#F78F1E', width=barWidth, label='Streams')\n",
        "\n",
        "# Set the x-axis tick marks to be the artist names\n",
        "ax.set_xticks([r + barWidth / 2 for r in range(len(df_views))])\n",
        "ax.set_xticklabels(top_10.index)\n",
        "\n",
        "# Set the title and labels\n",
        "ax.set_title('Top 10 Artists on YouTube and Spotify')\n",
        "ax.set_xlabel('Artist')\n",
        "ax.set_ylabel('Number of Views/Streams')\n",
        "\n",
        "# Add the legend\n",
        "ax.legend()\n",
        "\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Z_GAudcFBIO7"
      },
      "source": [
        "## **Graph 3**\n",
        "\n",
        "Display the loudness calculated from all songs listed in the data set.\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import plotly.express as px\n",
        "\n",
        "df = pd.read_csv('data/Spotify_Youtube.csv')\n",
        "\n",
        "# Calculate mean value\n",
        "df_mean_Loudness = np.mean(df['Loudness'])\n",
        "\n",
        "fig = px.histogram(df, x = 'Loudness',)\n",
        "fig.update_layout(title ='Distribution of Loudness', title_x=0.5, title_xanchor= 'center',width = 1000, height = 600)\n",
        "fig.add_annotation(x=0,y=1.05, text=f\"Mean: {df_mean_Loudness:.2f}\", showarrow=False, xref=\"paper\", yref=\"paper\", font=dict(size=15))\n",
        "fig.update_xaxes(title_text='Loudness')\n",
        "fig.update_yaxes(title_text='Tracks')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 617
        },
        "id": "tNbJR4WGG3hM",
        "outputId": "21ca855e-e4ba-4edc-fa3a-4ee2e724aeb5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.18.2.min.js\"></script>                <div id=\"c9b32403-fdf5-493c-9266-c77b14521789\" class=\"plotly-graph-div\" style=\"height:600px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"c9b32403-fdf5-493c-9266-c77b14521789\")) {                    Plotly.newPlot(                        \"c9b32403-fdf5-493c-9266-c77b14521789\",                        [{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"Loudness=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"\",\"offsetgroup\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[-6.679,-5.815,-3.93,-5.81,-8.627,-5.852,-7.185,-5.886,-3.34,-7.176,-2.788,-13.496,-3.442,-4.803,-3.265,-3.674,-2.36,-4.938,-9.919,-6.777,-2.776,-7.961,-6.672,-3.012,-2.93,-4.763,-3.908,-4.221,-2.522,-3.529,-8.412,-9.793,-9.108,-3.751,-9.47,-9.15,-6.145,-2.96,-6.005,-3.448,-7.227,-7.115,-10.506,-6.769,-7.224,-6.474,-6.761,-6.487,-6.268,-8.74,-8.966,-8.618,-9.516,-9.404,-5.311,-8.898,-12.673,-7.828,-13.928,-8.398,-5.87,-4.153,-5.285,-4.254,-4.419,-3.554,-3.647,-3.994,-5.565,-4.45,-9.935,-10.654,-9.129,-11.782,-11.357,-8.025,-6.085,-12.592,-6.913,-9.785,-4.793,-5.175,-5.678,-5.509,-5.218,-4.768,-4.881,-5.303,-3.551,-2.356,-6.375,-5.282,-3.222,-8.685,-8.784,-3.15,-2.273,-6.857,-6.968,-6.047,-9.62,-2.675,-9.03,-3.947,-12.521,-9.875,-5.539,-2.383,-4.523,-6.212,-7.273,-4.005,-5.006,-7.079,-3.078,-6.177,-6.859,-3.889,-4.569,-4.76,-3.798,-2.827,-4.244,-3.138,-3.237,-4.325,-5.034,-5.26,-4.164,-1.19,-4.662,-5.173,-3.105,-3.751,-6.338,-6.371,-6.635,-7.949,-8.155,-5.913,-10.109,-4.673,-3.093,-6.351,-7.665,-10.278,-11.462,-5.802,-8.114,-5.626,-5.6,-4.207,-4.654,-5.892,-6.408,-5.282,-11.589,-2.921,-7.786,-11.059,-5.134,-4.718,-4.802,-5.232,-4.845,-4.212,-4.757,-4.122,-6.695,-6.689,-5.298,-5.83,-6.909,-3.167,-5.021,-4.832,-2.867,-6.042,-7.768,-11.937,-10.484,-8.339,-11.913,-11.83,-9.198,-14.361,-11.359,-7.7,-5.549,-10.872,-3.206,-4.087,-5.797,-3.632,-3.035,-5.38,-4.317,-8.401,-3.428,-6.422,-2.862,-4.675,-5.112,-4.143,-5.208,-4.328,-3.04,-5.384,-5.993,-7.14,-14.062,-16.661,-16.982,-10.889,-11.206,-14.342,-7.744,-10.014,-16.688,-7.633,-3.967,-6.566,-3.052,-5.968,-3.585,-6.289,-7.123,-7.013,-4.78,-2.238,-3.296,-6.685,-3.872,-5.514,-7.87,-5.636,-6.268,-8.433,-8.051,-5.273,-6.476,-4.378,-7.291,-2.278,-5.429,-9.39,-8.659,-6.717,-6.689,-4.348,-6.257,-4.839,-2.88,-6.589,-5.608,-4.931,-4.998,-4.058,-5.585,-6.191,-9.744,-8.81,-10.991,-5.12,-22.32,-7.724,-10.345,-14.745,-13.99,-12.825,-6.514,-9.655,-7.011,-6.091,-6.748,-8.123,-7.844,-4.682,-8.108,-8.274,-13.336,-15.235,-13.119,-7.458,-12.902,-11.957,-14.256,-8.275,-14.151,-17.62,-5.733,-4.627,-3.748,-4.923,-7.079,-5.08,-2.273,-4.685,-6.411,-2.867,-6.32,-6.863,-4.615,-9.119,-11.028,-8.824,-11.097,-5.584,-7.712,-2.018,-5.542,-1.538,-4.254,-1.802,-7.509,-4.965,-5.148,-4.751,-6.938,-5.442,-6.005,-9.342,-4.711,-5.567,-6.652,-6.439,-8.368,-10.491,-6.386,-9.579,-2.821,-5.983,-7.578,-5.542,-4.113,-7.858,-8.665,-6.724,-7.059,-5.572,-3.683,-4.352,-7.884,-8.788,-14.238,-7.643,-8.121,-8.546,-6.265,-6.982,-5.668,-6.596,-6.398,-5.039,-5.908,-5.248,-9.151,-7.365,-6.902,-4.237,-4.348,-4.524,-6.543,-3.725,-6.538,-4.787,-2.652,-5.479,-4.456,-4.782,-6.228,-5.718,-8.045,-6.142,-6.867,-6.542,-6.779,-7.957,-6.863,-3.702,-3.743,-4.439,-4.891,-4.395,-6.663,-5.979,-6.591,-5.706,-7.768,-5.134,-4.615,-3.914,-3.131,-5.745,-5.444,-3.766,-5.226,-5.215,-5.294,-7.296,-3.955,-5.904,-5.612,-4.219,-4.341,-5.288,-5.979,-3.87,-7.768,-3.822,-4.642,-4.824,-4.449,-4.657,-6.574,-5.296,-5.4,-6.16,-1.681,-6.585,-17.669,-14.516,-5.652,-14.667,-7.699,-10.305,-15.742,-13.062,-4.767,-5.529,-5.3,-6.756,-3.425,-8.932,-4.456,-7.405,-6.322,-6.389,-4.298,-10.8,-6.065,-10.511,-5.595,-5.224,-5.123,-7.814,-8.137,-10.426,-9.253,-7.463,-7.444,-7.588,-8.335,-7.89,-4.315,-8.524,-5.557,-9.37,-7.208,-7.266,-9.875,-7.162,-10.272,-8.042,-10.474,-9.55,-6.733,-11.008,-7.663,-6.246,-9.428,-7.231,-9.557,-7.805,-10.423,-11.331,-11.386,-9.479,-10.712,-6.525,-7.642,-6.861,-7.842,-9.016,-5.353,-7.588,-8.108,-8.343,-2.87,-7.867,-7.016,-7.538,-7.162,-6.438,-9.422,-12.359,-7.521,-6.394,-8.666,-15.882,-15.73,-13.814,-12.595,-10.422,-15.142,-11.79,-14.976,-13.398,-14.526,-3.908,-4.151,-3.277,-4.217,-2.688,-2.693,-2.333,-4.096,-5.132,-3.252,-3.205,-2.042,-7.844,-5.146,-4.095,-4.236,-4.939,-3.409,-3.451,-5.429,-10.634,-25.398,-31.544,-38.901,-32.309,-34.977,-28.556,-39.627,-13.593,-29.933,-3.727,-4.046,-4.046,-4.852,-5.301,-5.883,-7.665,-3.426,-4.232,-6.76,-7.583,-3.879,-5.163,-3.674,-10.613,-2.962,-10.961,-5.434,-3.947,-5.792,-3.026,-2.997,-3.889,-1.58,-4.119,-2.188,-2.865,-5.723,-2.587,-8.517,-4.097,-3.254,-5.506,-3.786,-3.366,-2.865,-3.506,-8.666,-2.605,-6.396,-9.267,-4.142,-7.89,-8.277,-9.237,-3.864,-6.128,-6.517,-4.746,-9.686,-16.457,-16.806,-12.478,-27.788,-30.777,-13.124,-16.949,-19.155,-15.954,-19.007,-4.647,-4.277,-5.116,-6.475,-3.663,-6.412,-7.416,-6.13,-4.938,-4.241,-4.918,-7.419,-6.547,-4.344,-3.117,-5.803,-4.563,-5.952,-5.122,-4.939,-8.548,-10.477,-8.375,-10.981,-8.651,-9.598,-10.743,-11.489,-12.618,-9.352,-10.298,-6.491,-15.648,-13.664,-14.642,-7.44,-5.577,-11.75,-11.209,-11.616,-3.757,-2.947,-4.063,-5.558,-3.976,-5.599,-4.321,-5.432,-3.804,-7.749,-3.323,-2.429,-1.299,-0.14,-4.521,-4.238,-4.361,-4.441,-3.488,-6.217,-7.028,-7.516,-5.973,-7.564,-9.289,-9.677,-5.736,-5.415,-5.149,-7.734,-11.822,-9.424,-8.793,-6.495,-7.495,-9.581,-7.201,-8.967,-3.974,-8.398,-4.609,-8.112,-5.943,-3.749,-6.837,-7.058,-9.775,-5.789,-1.862,-6.398,-3.588,-6.076,-4.889,-5.76,-4.419,-3.564,-4.581,-4.417,-4.932,-7.578,-6.658,-3.275,-3.444,-5.735,-7.288,-7.003,-6.913,-8.234,-4.973,-8.036,-9.256,-19.793,-6.24,-5.586,-7.057,-12.503,-4.253,-10.911,-13.212,-8.755,-2.986,-6.662,-6.483,-5.206,-11.996,-8.912,-12.878,-7.599,-6.126,-5.009,-3.439,-7.247,-4.639,-4.506,-10.066,-7.041,-10.171,-4.057,-5.697,-8.136,-5.83,-3.627,-3.28,-5.617,-3.258,-3.503,-8.041,-5.91,-8.621,-2.856,-6.492,-3.904,-6.006,-7.371,-6.693,-4.549,-3.677,-4.244,-7.065,-6.731,-7.818,-4.875,-6.794,-2.903,-5.967,-7.045,-10.311,-7.176,-4.209,-8.824,-12.518,-10.499,-7.159,-5.465,-12.697,-16.011,-9.512,-14.567,-9.62,-7.695,-3.419,-7.029,-9.584,-4.374,-5.285,-4.922,-10.842,-6.957,-3.243,-9.129,-8.238,-5.415,-5.762,-7.784,-7.519,-5.983,-5.862,-7.892,-4.74,-14.104,-7.862,-8.69,-6.251,-5.82,-13.262,-9.883,-9.102,-9.753,-6.612,-3.632,-7.818,-8.822,-6.945,-3.866,-3.073,-5.466,-1.357,-4.713,-3.679,-3.231,-3.976,-3.606,-6.496,-3.979,-4.692,-5.646,-3.575,-5.772,-4.837,-3.515,-3.824,-7.443,-6.736,-3.546,-7.35,-4.667,-6.179,-6.48,-5.548,-11.329,-9.054,-12.115,-6.961,-11.903,-9.766,-14.53,-13.606,-9.858,-8.956,-6.782,-3.186,-3.301,-6.977,-8.73,-7.203,-6.79,-5.16,-5.553,-4.855,-4.915,-5.923,-5.963,-4.61,-3.735,-3.655,-3.558,-4.54,-3.813,-2.897,-3.726,-7.905,-6.912,-9.71,-10.645,-9.859,-10.729,-8.221,-8.793,-8.078,-4.699,-3.398,-8.238,-5.81,-5.976,-4.938,-4.551,-7.161,-3.092,-7.674,-8.521,-6.662,-8.064,-9.541,-5.589,-10.276,-9.513,-7.725,-5.686,-5.563,-9.115,-5.698,-7.818,-4.77,-5.881,-6.913,-6.373,-7.738,-6.89,-11.088,-8.141,-8.504,-11.596,-6.846,-10.233,-6.618,-5.331,-3.05,-6.113,-6.902,-21.356,-25.997,-29.966,-25.367,-35.441,-22.496,-30.533,-21.859,-11.509,-32.307,-7.34,-6.673,-11.548,-6.013,-9.156,-10.426,-7.092,-11.94,-10.238,-11.626,-8.744,-1.583,-13.184,-12.909,-5.294,-11.165,-9.327,-8.124,-9.292,-10.146,-1.583,-8.899,-7.625,-6.474,-12.909,-5.294,-11.165,-14.309,-13.94,-8.397,-5.537,-7.639,-12.377,-6.393,-6.274,-5.207,-8.726,-6.474,-5.609,-0.155,-6.965,-6.684,-6.192,-7.739,-9.341,-8.177,-7.979,-8.385,-6.602,-6.324,-12.098,-10.904,-6.354,-8.899,-7.787,-11.54,-6.278,-7.554,-4.944,-9.918,-18.359,-18.703,-17.636,-19.942,-19.468,-19.688,-18.887,-19.842,-21.931,-19.565,-6.506,-6.069,-6.457,-6.472,-6.97,-11.1,-11.3,-9.686,-7.937,-9.461,-3.159,-4.203,-7.595,-3.707,-4.478,-8.788,-4.28,-3.389,-3.995,-3.925,-7.636,-8.189,-16.842,-15.269,-23.455,-11.183,-8.227,-7.912,-8.072,-9.382,-9.484,-10.39,-11.568,-7.246,-10.385,-12.749,-12.336,-12.855,-11.684,-9.811,-5.877,-4.172,-7.036,-5.721,-3.291,-4.804,-4.998,-4.439,-3.685,-6.821,-6.156,-3.871,-3.713,-3.249,-4.557,-4.583,-8.169,-3.993,-6.208,-5.283,-6.827,-7.736,-6.7,-6.371,-8.045,-8.333,-5.652,-9.441,-6.518,-6.432,-5.767,-12.437,-3.845,-11.121,-6.246,-7.689,-11.271,-10.679,-12.975,-6.48,-9.529,-8.314,-8.053,-7.229,-9.02,-6.553,-19.197,-11.989,-10.98,-7.911,-5.946,-2.261,-7.905,-5.653,-2.832,-4.932,-7.198,-5.324,-5.833,-6.304,-5.328,-10.523,-6.668,-5.511,-5.423,-2.134,-6.176,-4.489,-5.431,-4.593,-13.945,-6.901,-7.32,-6.549,-5.082,-9.442,-9.632,-5.195,-7.472,-22.507,-21.396,-19.115,-15.755,-25.362,-18.535,-17.101,-29.484,-13.82,-21.067,-8.045,-10.142,-3.366,-6.217,-5.594,-9.913,-4.267,-6.022,-4.892,-10.02,-2.692,-4.682,-7.682,-6.186,-5.058,-5.819,-7.178,-4.964,-6.405,-3.914,-4.787,-7.818,-5.517,-3.652,-4.346,-6.075,-4.529,-6.758,-3.922,-4.078,-5.83,-3.493,-5.534,-4.353,-5.088,-2.994,-4.952,-5.968,-4.834,-3.318,-5.417,-4.135,-6.017,-8.195,-9.097,-7.63,-7.322,-4.717,-8.117,-5.347,-3.061,-3.48,-5.025,-5.128,-4.713,-4.126,-3.857,-3.109,-2.876,-6.102,-15.231,-10.522,-10.334,-7.543,-11.143,-11.745,-13.507,-11.528,-15.755,-19.203,-3.912,-5.217,-5.29,-7.975,-4.254,-4.774,-5.55,-6.162,-4.86,-3.878,-5.668,-5.442,-4.939,-6.417,-4.623,-6.261,-6.934,-9.383,-2.775,-5.109,-6.33,-3.845,-6.056,-5.841,-8.06,-7.426,-2.013,-7.997,-6.203,-4.036,-5.64,-8.444,-14.451,-6.042,-4.199,-13.251,-4.906,-7.41,-11.248,-14.224,-12.472,-11.893,-15.557,-9.247,-6.943,-12.882,-13.817,-10.547,-12.806,-9.222,-7.818,-10.631,-11.675,-10.632,-19.971,-12.589,-12.672,-14.212,-9.877,-14.298,-7.818,-5.705,-10.975,-8.986,-10.719,-12.314,-4.377,-9.294,-9.308,-6.809,-6.205,-7.315,-12.605,-6.157,-10.185,-6.344,-7.011,-18.466,-4.324,-4.491,-14.014,-16.768,-16.093,-13.967,-12.322,-20.047,-12.204,-16.651,-10.476,-13.6,-6.098,-4.81,-6.328,-5.113,-6.448,-7.668,-6.222,-4.565,-7.457,-4.489,-7.818,-3.756,-4.07,-4.048,-7.501,-2.955,-5.235,-10.436,-6.158,-6.475,-5.194,-7.818,-6.346,-5.529,-5.454,-4.81,-5.115,-5.236,-7.93,-5.096,-8.39,-6.269,-6.924,-7.298,-7.907,-7.667,-7.649,-9.472,-8.353,-4.675,-23.269,-28.208,-25.262,-13.764,-20.874,-23.487,-18.839,-17.316,-21.389,-25.191,-7.343,-8.157,-15.949,-13.785,-12.083,-11.757,-20.132,-9.307,-13.787,-11.17,-8.074,-6.49,-4.753,-6.161,-6.822,-7.097,-9.74,-6.47,-7.824,-3.916,-32.452,-30.928,-27.528,-24.698,-25.933,-31.047,-32.97,-31.768,-30.904,-30.88,-7.818,-6.725,-7.608,-3.823,-7.926,-5.075,-12.501,-4.979,-7.219,-4.472,-11.729,-9.883,-9.149,-9.072,-5.254,-5.087,-10.005,-5.424,-9.999,-11.208,-5.079,-4.179,-4.154,-3.405,-4.124,-4.846,-6.865,-4.612,-2.528,-4.254,-7.432,-8.086,-6.396,-12.731,-10.756,-7.349,-5.827,-9.174,-3.558,-8.141,-16.485,-15.499,-9.194,-13.633,-13.668,-15.142,-12.009,-11.622,-14.261,-15.167,-5.525,-16.357,-10.364,-7.861,-10.226,-15.182,-11.326,-9.243,-17.393,-5.503,-8.636,-7.521,-8.402,-9.483,-12.312,-5.294,-8.022,-6.875,-11.958,-4.13,-15.549,-13.94,-8.594,-7.514,-10.641,-8.946,-12.164,-11.134,-13.684,-10.211,-8.177,-6.249,-4.543,-5.577,-6.62,-4.372,-6.66,-5.931,-8.143,-7.068,-8.237,-6.393,-3.057,-5.005,-8.411,-4.635,-5.924,-3.93,-8.184,-6.059,-6.278,-4.838,-4.811,-3.437,-3.747,-2.784,-6.498,-5.884,-6.253,-7.61,-7.568,-7.525,-9.815,-6.32,-13.101,-7.274,-3.18,-6.057,-5.23,-5.377,-13.184,-9.327,-10.778,-7.967,-5.793,-10.146,-9.238,-9.486,-1.266,-8.537,-4.601,-5.188,-5.671,-6.839,-4.657,-6.215,-5.004,-5.373,-5.399,-4.829,-12.051,-10.875,-12.363,-13.928,-10.586,-8.465,-28.814,-28.603,-12.285,-4.935,-5.26,-4.603,-3.622,-5.564,-6.54,-3.991,-4.344,-5.837,-5.952,-3.804,-6.659,-3.358,-5.607,-6.66,-3.981,-5.996,-2.389,-3.615,-6.823,-7.721,-10.023,-12.358,-6.373,-11.53,-10.138,-11.653,-18.204,-6.16,-10.686,-18.568,-4.262,-2.825,-9.367,-4.605,-6.43,-2.602,-3.409,-3.457,-3.703,-2.763,-8.578,-11.729,-9.584,-5.787,-8.212,-7.393,-7.376,-4.801,-6.219,-9.178,-5.051,-10.451,-3.977,-8.638,-7.574,-4.626,-11.753,-11.272,-10.453,-3.71,-10.108,-4.916,-12.931,-11.587,-10.433,-12.384,-4.38,-5.567,-12.074,-11.779,-11.216,-13.271,-13.797,-10.694,-9.02,-14.908,-9.175,-10.699,-20.032,-14.719,-9.897,-9.18,-7.105,-9.381,-7.611,-10.205,-6.046,-7.426,-6.542,-15.886,-2.336,-3.777,-2.543,-2.983,-3.598,-2.323,-3.883,-2.463,-4.004,-5.031,-7.264,-8.698,-10.791,-13.45,-9.448,-13.093,-2.986,-11.165,-8.772,-10.346,-6.26,-7.136,-4.606,-6.682,-3.761,-6.354,-3.96,-6.47,-5.247,-6.622,-4.702,-5.656,-6.32,-4.83,-5.546,-6.349,-7.018,-5.895,-3.259,-8.346,-4.44,-5.862,-3.113,-2.187,-2.664,-8.514,-2.068,-7.775,-4.497,-5.368,-8.065,-10.536,-11.015,-12.98,-9.949,-14.069,-8.56,-6.19,-9.037,-8.783,-12.095,-10.407,-8.116,-8.295,-5.949,-7.241,-7.109,-9.905,-7.0,-8.393,-18.064,-4.797,-13.034,-17.85,-7.703,-13.345,-15.067,-16.409,-13.873,-8.755,-4.596,-2.939,-5.112,-16.183,-6.618,-5.365,-5.312,-5.402,-3.212,-9.404,-10.602,-8.18,-6.908,-6.7,-7.28,-5.46,-7.276,-5.104,-2.745,-11.633,-5.056,-5.707,-4.627,-7.298,-4.851,-9.759,-5.077,-4.259,-6.107,-5.002,-18.756,-15.755,-24.877,-13.82,-13.676,-18.278,-23.417,-10.47,-25.217,-15.133,-10.87,-10.851,-9.7,-9.632,-12.16,-10.638,-9.019,-7.196,-10.923,-11.074,-8.815,-11.994,-8.01,-10.352,-7.522,-6.171,-13.288,-6.918,-11.781,-8.168,-4.291,-3.502,-2.221,-2.728,-5.825,-3.995,-3.866,-2.557,-4.469,-3.52,-4.781,-7.401,-5.312,-4.609,-6.985,-3.303,-5.067,-3.917,-3.323,-5.019,-9.336,-7.056,-10.05,-5.968,-7.67,-7.525,-7.813,-9.821,-7.335,-3.659,-9.072,-7.501,-3.947,-13.214,-5.212,-9.274,-8.623,-9.901,-9.732,-9.447,-5.852,-10.971,-9.834,-4.768,-9.37,-13.498,-7.283,-6.331,-13.341,-7.63,-4.673,-11.471,-4.491,-6.279,-4.429,-4.89,-6.068,-4.985,-6.093,-6.178,-5.99,-6.861,-6.224,-2.762,-6.454,-8.973,-5.118,-7.664,-7.44,-5.859,-37.264,-30.79,-15.605,-27.433,-33.274,-20.583,-41.53,-27.675,-24.527,-23.054,-7.295,-7.658,-7.161,-6.911,-5.537,-6.252,-7.4,-7.869,-11.219,-7.191,-5.595,-7.392,-4.528,-6.886,-3.801,-5.758,-5.034,-4.381,-10.117,-6.846,-0.484,-8.116,-4.098,-4.456,-3.77,-6.689,-5.844,-4.453,-7.576,-7.869,-8.751,-7.527,-3.59,-8.698,-7.598,-5.487,-9.396,-3.642,-4.607,-6.451,-5.877,-6.478,-6.307,-6.711,-6.048,-6.774,-8.147,-7.343,-4.604,-6.503,-12.644,-16.031,-10.608,-9.02,-7.468,-6.395,-5.876,-6.753,-10.133,-6.646,-25.997,-24.824,-20.459,-18.882,-23.172,-26.636,-26.781,-31.8,-20.03,-16.095,-8.837,-4.553,-6.69,-5.788,-7.753,-6.612,-4.832,-5.488,-4.449,-3.936,-7.612,-8.698,-7.529,-11.007,-13.449,-7.881,-8.787,-8.396,-10.32,-5.57,-5.537,-7.639,-12.377,-8.702,-5.609,-6.342,-5.622,-4.607,-7.555,-5.89,-4.52,-5.082,-6.329,-5.411,-4.717,-6.041,-6.237,-7.595,-5.834,-6.003,-11.015,-7.786,-10.193,-10.479,-4.179,-3.483,-3.159,-8.337,-7.787,-7.611,-7.452,-12.381,-13.581,-11.406,-11.815,-12.093,-8.863,-7.118,-11.343,-13.206,-9.856,-16.357,-7.861,-12.827,-8.496,-5.769,-8.548,-6.462,-15.606,-6.714,-10.314,-12.917,-13.991,-12.671,-11.068,-14.122,-11.927,-12.113,-14.85,-13.175,-8.639,-12.312,-6.887,-5.72,-5.583,-4.981,-6.057,-5.23,-4.405,-4.978,-14.801,-13.989,-14.6,-20.999,-21.157,-15.67,-18.233,-18.895,-17.611,-15.832,-4.215,-7.291,-5.764,-6.729,-4.019,-3.415,-5.399,-3.961,-3.646,-6.361,-7.807,-1.574,-8.535,-5.752,-7.24,-6.629,-8.663,-7.988,-3.573,-7.896,-12.145,-8.21,-8.682,-7.706,-8.636,-9.725,-10.475,-12.165,-10.862,-11.301,-9.942,-6.835,-7.942,-7.249,-8.604,-6.94,-8.49,-8.011,-7.889,-6.759,-15.625,-11.64,-13.0,-12.526,-12.238,-8.8,-11.025,-16.145,-6.568,-5.219,-13.061,-6.839,-20.567,-23.455,-7.715,-7.999,-17.085,-14.545,-21.976,-17.337,-11.451,-8.267,-13.843,-13.461,-14.939,-12.543,-13.079,-13.487,-14.093,-11.706,-20.652,-18.087,-10.396,-8.041,-14.571,-21.295,-9.935,-9.168,-11.556,-14.113,-13.744,-16.512,-16.315,-17.018,-17.283,-10.477,-14.082,-12.031,-20.265,-9.428,-3.719,-3.334,-3.214,-5.42,-5.619,-4.804,-5.469,-5.469,-4.52,-3.322,-4.008,-6.506,-6.557,-5.333,-6.514,-3.926,-7.262,-7.408,-4.246,-4.342,-7.638,-8.79,-6.148,-10.868,-9.276,-9.99,-11.731,-13.419,-4.58,-15.077,-3.839,-4.653,-4.082,-5.848,-5.428,-4.635,-6.652,-5.79,-3.296,-4.86,-7.981,-7.565,-10.059,-8.46,-5.756,-5.909,-6.013,-6.652,-7.066,-7.09,-12.472,-7.57,-14.571,-13.706,-10.555,-21.295,-14.078,-11.556,-9.038,-17.402,-16.302,-6.619,-10.473,-12.259,-11.302,-6.797,-9.455,-7.873,-5.76,-13.239,-13.364,-11.709,-13.909,-14.975,-3.53,-8.694,-8.991,-10.122,-9.185,-8.156,-16.967,-18.249,-15.316,-19.117,-17.56,-18.866,-25.176,-15.394,-15.596,-14.035,-13.551,-8.867,-14.464,-13.888,-11.773,-16.237,-12.361,-15.955,-17.699,-6.251,-6.843,-4.307,-8.451,-6.63,-5.022,-12.185,-7.498,-5.173,-7.31,-16.757,-15.443,-29.372,-22.415,-16.714,-16.827,-13.012,-13.781,-12.953,-14.936,-3.493,-4.315,-6.759,-6.711,-3.99,-8.339,-6.62,-13.131,-8.855,-4.699,-8.914,-5.662,-10.407,-10.456,-6.665,-10.915,-7.881,-12.366,-13.534,-17.696,-7.125,-13.148,-6.968,-5.455,-4.316,-5.534,-11.262,-8.233,-5.325,-11.515,-7.597,-5.503,-5.754,-3.225,-5.603,-5.002,-5.122,-10.595,-5.737,-4.496,-22.39,-16.526,-18.197,-21.04,-20.696,-19.991,-19.585,-18.131,-9.657,-18.645,-10.422,-12.238,-4.613,-12.759,-6.399,-4.952,-5.496,-10.457,-8.825,-6.176,-2.926,-6.932,-12.734,-7.033,-6.427,-6.509,-6.009,-5.961,-4.729,-5.843,-16.842,-9.02,-14.398,-13.868,-13.877,-19.994,-8.567,-7.382,-12.44,-14.647,-10.964,-10.266,-18.758,-7.851,-12.207,-10.266,-7.36,-7.139,-11.165,-8.296,-17.117,-8.926,-13.364,-9.003,-7.9,-11.709,-13.888,-10.714,-6.129,-9.465,-2.801,-4.1,-5.029,-6.726,-4.811,-3.909,-2.018,-7.524,-3.278,-3.083,-7.818,-6.457,-6.143,-4.269,-3.501,-6.873,-7.939,-14.14,-7.441,-15.19,-9.665,-10.445,-6.539,-8.066,-6.702,-10.92,-7.543,-10.803,-10.01,-10.522,-3.525,-5.15,-2.027,-4.639,-3.782,-4.386,-5.958,-1.866,-6.799,-7.21,-7.067,-6.082,-8.098,-12.263,-12.009,-11.938,-13.023,-13.795,-5.879,-8.425,-7.818,-13.045,-12.048,-11.253,-9.243,-9.23,-13.024,-10.073,-12.957,-6.487,-8.749,-8.915,-8.249,-9.601,-10.414,-12.362,-8.726,-10.209,-11.803,-10.582,-5.763,-3.006,-8.069,-4.67,-7.321,-6.553,-5.757,-7.301,-9.498,-9.994,-11.656,-13.792,-15.49,-15.513,-9.155,-17.741,-10.137,-10.187,-15.452,-12.086,-9.141,-8.246,-6.811,-7.669,-8.637,-9.723,-7.846,-5.148,-5.282,-12.681,-6.464,-5.995,-6.824,-5.362,-5.007,-5.634,-3.503,-4.402,-6.86,-4.944,-6.995,-10.195,-6.059,-4.965,-8.244,-7.615,-8.026,-3.643,-5.744,-7.341,-5.469,-7.11,-5.881,-7.022,-6.091,-5.193,-8.611,-6.605,-6.217,-9.426,-8.423,-12.006,-6.993,-5.525,-9.277,-4.606,-5.675,-10.155,-8.007,-9.598,-4.813,-7.029,-6.143,-4.548,-9.107,-3.672,-7.753,-7.213,-5.587,-3.306,-4.781,-5.357,-7.756,-8.184,-8.136,-2.612,-5.948,-5.655,-4.978,-6.55,-3.4,-10.31,-11.54,-6.841,-12.353,-7.697,-16.303,-9.136,-11.017,-11.187,-7.568,-9.422,-8.886,-6.366,-9.36,-9.019,-9.753,-15.182,-9.376,-8.983,-9.422,-10.31,-9.74,-8.614,-8.756,-10.972,-10.364,-7.226,-7.002,-6.841,-5.708,-6.817,-5.611,-6.282,-4.798,-6.043,-6.424,-6.211,-4.914,-4.263,-7.837,-4.632,-6.233,-6.646,-7.514,-3.125,-7.445,-6.179,-6.506,-8.698,-10.068,-5.242,-3.783,-4.4,-5.016,-6.084,-6.531,-7.801,-5.219,-6.136,-3.908,-14.295,-5.931,-13.208,-5.173,-3.236,-12.908,-13.382,-5.433,-14.093,-10.054,-6.469,-7.097,-9.785,-9.208,-9.777,-7.446,-8.164,-8.611,-11.792,-6.237,-8.045,-5.27,-5.695,-6.662,-10.508,-9.159,-5.586,-5.987,-5.167,-5.875,-5.215,-4.918,-5.262,-5.529,-4.039,-4.105,-4.462,-3.234,-2.979,-10.05,-13.308,-7.307,-5.634,-7.218,-11.729,-6.115,-14.628,-8.671,-5.452,-3.941,-3.547,-4.86,-7.004,-4.252,-8.643,-6.547,-3.74,-3.916,-6.465,-7.34,-6.727,-8.712,-6.815,-6.534,-9.487,-11.24,-7.83,-8.208,-11.226,-11.251,-14.132,-8.672,-14.014,-15.151,-9.26,-12.806,-13.609,-9.088,-10.081,-11.917,-17.707,-7.003,-8.896,-21.035,-7.9,-9.539,-7.852,-10.61,-3.254,-4.832,-5.243,-2.097,-4.032,-5.317,-3.877,-5.353,-5.892,-2.228,-8.406,-5.45,-9.107,-7.573,-5.717,-10.155,-6.219,-6.722,-12.475,-7.1,-4.047,-3.302,-3.063,-8.093,-2.696,-5.947,-4.73,-3.463,-8.061,-5.637,-4.323,-5.262,-4.73,-2.703,-6.63,-5.41,-3.409,-4.205,-7.664,-3.952,-13.559,-4.867,-8.222,-8.469,-7.247,-13.16,-7.722,-8.477,-8.509,-6.535,-14.051,-5.226,-10.083,-10.817,-6.171,-13.547,-9.516,-11.454,-15.364,-5.594,-4.897,-9.206,-13.155,-5.934,-10.637,-4.565,-4.137,-5.193,-4.013,-6.134,-6.658,-6.246,-6.307,-4.941,-8.675,-7.075,-4.655,-5.309,-9.489,-7.528,-3.75,-5.881,-4.991,-3.161,-5.472,-7.165,-9.56,-8.168,-3.61,-8.504,-7.95,-4.387,-6.392,-8.513,-8.521,-6.96,-6.765,-7.478,-8.834,-3.976,-12.595,-15.462,-12.331,-8.642,-11.113,-14.104,-13.853,-6.388,-8.056,-9.908,-9.004,-7.818,-7.644,-7.339,-6.117,-17.307,-13.761,-10.492,-9.313,-12.022,-9.664,-13.076,-6.552,-12.607,-11.923,-10.835,-13.256,-12.445,-16.417,-10.224,-15.084,-9.774,-7.941,-10.479,-8.944,-7.979,-7.714,-8.182,-6.661,-8.313,-18.756,-38.855,-37.257,-20.459,-26.184,-18.882,-31.179,-23.172,-26.781,-30.204,-10.187,-10.376,-4.713,-8.621,-9.466,-7.843,-16.555,-4.719,-7.93,-9.378,-5.76,-6.702,-4.447,-7.006,-4.159,-7.334,-6.374,-6.388,-6.887,-6.478,-5.975,-5.256,-4.242,-7.205,-4.636,-6.851,-7.964,-5.246,-6.596,-3.845,-7.516,-7.12,-7.324,-6.342,-5.23,-6.719,-5.233,-5.802,-10.541,-6.066,-5.603,-9.369,-7.105,-5.563,-5.199,-3.677,-9.338,-11.621,-5.264,-8.419,-9.042,-5.881,-4.592,-6.035,-6.046,-4.991,-10.245,-5.21,-5.96,-5.241,-33.366,-31.646,-31.948,-31.617,-27.888,-31.023,-27.017,-31.909,-38.222,-35.324,-16.487,-10.969,-17.864,-13.509,-9.771,-10.503,-5.24,-18.421,-9.401,-12.486,-8.37,-6.447,-10.703,-9.317,-3.593,-8.399,-9.163,-3.967,-5.462,-3.442,-5.679,-7.31,-7.728,-5.298,-8.526,-7.914,-6.954,-5.352,-7.229,-8.588,-8.726,-8.437,-11.023,-9.632,-8.167,-12.026,-7.977,-11.071,-10.35,-13.491,-7.37,-4.966,-6.109,-7.066,-6.802,-5.754,-9.13,-3.736,-6.12,-6.603,-9.503,-7.691,-7.7,-3.159,-6.322,-5.427,-5.878,-9.626,-7.687,-5.489,-7.818,-7.768,-4.531,-0.739,-6.404,-6.876,-6.069,-7.26,-5.491,-10.454,-8.786,-5.784,-16.847,-16.193,-15.227,-9.302,-3.503,-7.927,-7.325,-10.257,-11.099,-10.368,-10.392,-14.403,-10.796,-9.997,-4.58,-5.889,-5.635,-12.098,-5.57,-4.747,-5.248,-8.15,-10.454,-5.539,-5.914,-9.324,-8.085,-7.7,-6.91,-5.763,-6.887,-6.862,-3.381,-4.063,-2.932,-5.091,-4.501,-2.606,-7.89,-2.821,-2.437,-8.646,-10.073,-6.799,-5.752,-4.344,-1.683,-6.191,-4.014,-8.073,-3.878,-3.228,-5.729,-3.218,-5.804,-4.348,-1.971,-5.444,-4.781,-10.474,-11.008,-5.416,-9.773,-4.745,-4.13,-7.682,-9.711,-3.322,-9.166,-5.797,-8.059,-9.616,-6.782,-6.676,-4.816,-8.259,-4.501,-5.879,-6.934,-7.014,-7.663,-9.74,-12.309,-10.917,-5.881,-7.808,-3.813,-11.142,-5.142,-4.145,-5.069,-7.004,-3.597,-8.021,-2.484,-3.202,-5.233,-5.21,-10.322,-5.066,-10.74,-5.218,-7.872,-10.247,-8.075,-3.459,-7.226,-7.715,-7.927,-7.891,-6.923,-7.934,-5.902,-6.643,-6.617,-8.314,-8.574,-9.118,-4.881,-3.9,-4.004,-5.308,-2.956,-5.909,-5.312,-4.484,-4.788,-6.79,-6.903,-8.354,-6.094,-10.117,-6.606,-7.105,-9.932,-6.421,-9.113,-5.857,-8.51,-12.29,-11.829,-14.456,-8.858,-13.452,-9.062,-16.963,-11.188,-12.616,-12.392,-30.932,-9.323,-9.601,-18.026,-22.219,-22.497,-22.458,-14.187,-11.398,-8.008,-9.701,-11.541,-6.352,-5.88,-7.006,-6.271,-9.327,-7.237,-5.699,-15.523,-10.533,-10.016,-6.178,-10.148,-14.733,-17.234,-13.813,-15.725,-7.915,-5.879,-6.057,-6.042,-5.321,-5.395,-5.05,-5.217,-5.952,-4.105,-3.97,-6.667,-14.63,-6.926,-5.086,-6.108,-7.273,-4.893,-8.258,-11.771,-5.803,-6.246,-8.192,-11.683,-5.994,-5.016,-5.613,-7.69,-9.083,-5.222,-8.771,-12.564,-9.376,-10.879,-11.411,-9.58,-15.636,-12.861,-13.893,-13.039,-18.981,-12.235,-7.448,-5.912,-7.086,-7.232,-7.644,-8.613,-5.717,-5.716,-5.239,-15.526,-16.09,-17.067,-13.824,-9.279,-14.448,-16.343,-8.213,-16.606,-9.401,-6.675,-8.309,-5.519,-5.232,-7.411,-6.629,-4.537,-7.591,-5.183,-6.494,-4.849,-9.842,-6.112,-6.091,-9.114,-6.484,-4.696,-6.124,-10.611,-5.059,-11.197,-7.593,-12.22,-5.947,-11.095,-5.866,-7.13,-8.214,-18.557,-11.042,-3.946,-4.197,-9.433,-10.935,-10.094,-10.211,-7.806,-2.907,-10.517,-8.444,-13.119,-9.834,-11.247,-12.843,-16.0,-11.455,-12.472,-11.954,-12.36,-18.39,-7.818,-7.313,-6.971,-8.88,-5.002,-11.466,-17.023,-5.844,-5.766,-11.64,-6.68,-9.363,-8.822,-6.82,-4.488,-14.282,-7.386,-3.851,-4.513,-8.213,-5.418,-6.583,-6.156,-3.994,-7.755,-5.541,-3.19,-5.746,-5.42,-4.638,-5.931,-3.939,-6.176,-12.691,-6.654,-14.091,-9.221,-6.454,-13.802,-6.468,-5.058,-8.02,-9.415,-8.473,-10.817,-6.439,-9.456,-15.309,-8.84,-14.07,-15.315,-12.993,-13.806,-15.662,-14.652,-17.011,-13.192,-11.594,-11.513,-11.771,-9.147,-9.83,-6.883,-6.682,-11.851,-8.409,-7.522,-6.982,-2.932,-7.283,-5.644,-7.133,-5.699,-8.794,-6.261,-5.088,-9.967,-3.181,-4.628,-9.322,-7.971,-13.131,-9.748,-26.085,-11.576,-24.201,-4.997,-19.22,-17.868,-16.481,-6.408,-4.271,-7.721,-6.965,-5.894,-4.046,-5.075,-5.709,-5.394,-7.243,-6.104,-4.954,-4.086,-4.714,-6.639,-5.596,-6.605,-5.825,-4.41,-4.547,-6.456,-7.224,-6.907,-6.694,-5.524,-7.586,-5.696,-5.192,-5.973,-9.581,-7.818,-6.162,-6.745,-7.285,-8.286,-5.227,-8.283,-1.633,-3.656,-3.94,-5.659,-4.281,-5.426,-6.386,-12.618,-5.829,-8.462,-11.736,-9.065,-8.664,-7.818,-7.389,-4.345,-6.587,-6.348,-6.431,-6.654,-9.561,-5.377,-6.7,-10.96,-6.306,-5.751,-6.299,-5.757,-4.666,-7.135,-6.015,-4.565,-6.887,-7.436,-7.389,-4.921,-7.543,-6.524,-6.781,-4.881,-4.594,-6.086,-7.446,-6.098,-4.572,-9.042,-9.437,-7.933,-7.49,-8.875,-11.307,-7.702,-4.837,-3.848,-6.369,-5.134,-4.853,-5.61,-4.884,-4.842,-7.083,-4.264,-4.997,-13.873,-5.517,-5.085,-6.166,-6.599,-7.366,-4.721,-4.997,-8.552,-3.868,-11.106,-7.53,-10.32,-13.287,-4.532,-9.236,-5.197,-11.51,-10.384,-12.537,-6.783,-6.05,-4.484,-8.586,-9.832,-7.047,-7.432,-10.645,-8.131,-5.49,-7.229,-4.83,-4.907,-4.777,-7.618,-7.427,-4.807,-5.678,-6.857,-6.155,-8.045,-8.333,-9.441,-6.518,-6.432,-6.985,-8.954,-10.879,-8.267,-7.915,-6.865,-8.965,-7.197,-8.036,-7.493,-8.368,-7.411,-7.877,-7.122,-8.696,-9.143,-6.036,-7.785,-6.534,-8.97,-8.654,-9.094,-7.574,-9.415,-10.869,-11.756,-8.576,-9.94,-11.314,-17.806,-14.678,-8.972,-10.578,-6.2,-11.205,-1.461,-8.026,-9.907,-10.408,-12.101,-10.995,-8.936,-10.327,-11.325,-12.738,-13.662,-11.289,-14.761,-4.871,-10.207,-9.661,-11.501,-9.512,-10.824,-6.535,-6.69,-8.402,-7.525,-7.018,-9.733,-7.274,-6.117,-7.047,-8.29,-7.218,-9.786,-13.138,-8.809,-9.496,-10.018,-15.323,-14.565,-6.104,-13.986,-10.066,-6.845,-9.816,-10.816,-8.784,-7.607,-10.266,-7.288,-15.068,-7.409,-10.536,-10.489,-13.264,-8.772,-13.326,-6.972,-8.789,-11.362,-6.833,-14.826,-3.718,-10.551,-10.8,-10.747,-6.959,-9.431,-5.28,-10.508,-10.109,-10.74,-7.364,-8.367,-8.258,-8.89,-6.231,-9.186,-11.409,-11.829,-9.695,-5.443,-8.391,-6.18,-5.67,-4.218,-5.001,-5.731,-8.759,-7.25,-9.452,-5.947,-8.168,-7.34,-7.48,-6.509,-4.739,-6.544,-2.611,-8.733,-4.063,-5.384,-4.549,-5.335,-4.449,-8.291,-6.87,-6.02,-8.619,-6.93,-7.621,-5.514,-7.667,-7.498,-7.901,-2.529,-15.985,-11.36,-12.526,-5.796,-2.201,-8.216,-7.578,-4.845,-3.758,-5.432,-7.021,-5.662,-4.861,-2.124,-3.043,-6.699,-4.639,-4.53,-6.02,-6.334,-5.456,-4.68,-6.431,-4.34,-5.715,-7.053,-9.718,-10.609,-9.129,-9.519,-8.88,-10.154,-9.793,-10.701,-12.387,-6.201,-10.235,-9.239,-15.134,-9.13,-8.501,-13.351,-16.516,-11.296,-5.969,-7.463,-9.246,-5.298,-1.898,-3.708,-3.617,-3.796,-5.045,-3.277,-5.985,-6.028,-5.292,-12.565,-15.956,-17.599,-27.855,-20.885,-15.659,-12.798,-25.773,-22.214,-17.036,-6.542,-3.641,-4.341,-13.319,-6.983,-9.37,-6.571,-6.744,-9.348,-8.011,-12.193,-10.071,-7.496,-11.843,-7.83,-7.767,-9.582,-12.46,-8.83,-8.765,-8.53,-13.031,-13.264,-13.002,-15.675,-13.256,-12.874,-7.739,-7.932,-15.289,-10.171,-7.772,-8.203,-6.208,-8.707,-7.425,-5.405,-6.664,-9.226,-7.128,-8.631,-6.473,-9.43,-8.031,-6.105,-8.579,-17.733,-6.777,-7.19,-8.968,-13.333,-13.487,-6.371,-13.79,-7.393,-12.737,-4.527,-12.859,-7.722,-13.386,-7.596,-5.286,-8.065,-5.962,-4.105,-7.165,-5.947,-5.884,-7.012,-7.033,-13.18,-7.275,-15.308,-8.448,-12.866,-8.903,-9.617,-14.043,-11.974,-18.071,-31.034,-21.356,-33.123,-29.76,-22.496,-33.503,-13.907,-27.399,-27.266,-23.054,-16.875,-5.541,-6.991,-10.422,-19.292,-6.426,-8.453,-14.092,-16.918,-8.072,-8.124,-10.593,-12.814,-10.276,-9.271,-9.724,-8.988,-11.687,-10.518,-12.452,-5.908,-9.54,-8.902,-10.972,-10.46,-6.211,-4.491,-5.866,-5.792,-9.656,-8.958,-9.166,-6.772,-8.829,-6.093,-5.462,-10.627,-8.268,-9.116,-5.948,-6.145,-4.446,-6.219,-7.878,-5.067,-6.658,-8.133,-6.134,-9.328,-4.992,-16.066,-14.836,-13.673,-14.409,-5.573,-17.102,-4.157,-9.338,-18.111,-15.218,-3.967,-4.843,-4.672,-6.279,-4.676,-3.305,-6.684,-6.551,-8.422,-8.581,-14.032,-10.773,-7.585,-7.619,-4.895,-10.208,-6.759,-14.351,-11.433,-6.485,-5.993,-5.306,-5.117,-5.94,-5.318,-3.072,-6.102,-5.942,-3.664,-6.056,-7.189,-13.005,-13.095,-7.93,-12.228,-12.773,-8.672,-7.562,-14.997,-17.293,-18.634,-15.11,-10.961,-10.932,-12.035,-20.575,-14.17,-17.369,-7.373,-6.72,-10.365,-10.509,-6.19,-13.104,-7.363,-10.233,-8.642,-11.175,-10.936,-4.267,-7.345,-9.688,-6.063,-8.957,-7.411,-10.108,-8.601,-7.597,-6.295,-5.866,-6.934,-7.772,-7.843,-8.161,-9.445,-6.879,-5.755,-7.569,-7.94,-15.605,-16.0,-15.638,-29.761,-23.986,-33.111,-18.328,-13.863,-22.312,-20.433,-3.713,-4.461,-5.329,-5.547,-8.986,-6.586,-6.303,-5.191,-5.996,-3.225,-25.997,-24.824,-15.638,-21.889,-14.937,-17.008,-13.321,-20.965,-32.924,-21.686,-11.83,-14.581,-8.172,-6.326,-5.962,-8.721,-12.988,-15.082,-15.827,-16.037,-12.25,-12.556,-16.883,-16.01,-10.07,-14.446,-17.47,-12.799,-13.236,-17.292,-11.106,-5.7,-8.018,-6.524,-13.439,-10.32,-6.067,-13.287,-5.197,-9.1,-5.183,-7.654,-8.031,-14.337,-6.321,-5.03,-7.633,-8.427,-8.91,-4.719,-7.424,-3.18,-11.742,-14.913,-7.794,-10.52,-3.918,-3.39,-5.548,-5.284,-13.056,-12.755,-11.566,-13.158,-15.505,-15.278,-12.271,-14.75,-13.114,-13.03,-16.679,-19.431,-16.761,-17.086,-17.736,-19.467,-17.535,-17.472,-16.467,-13.769,-8.128,-7.576,-5.948,-8.624,-10.532,-7.392,-8.29,-4.875,-5.498,-5.042,-14.309,-6.117,-6.661,-12.353,-7.424,-9.902,-6.737,-17.811,-7.095,-8.846,-12.616,-4.729,-5.954,-13.552,-12.405,-5.44,-12.571,-2.981,-10.209,-12.833,-11.333,-7.647,-7.699,-15.07,-10.724,-10.74,-9.153,-6.183,-11.039,-6.701,-5.664,-4.667,-6.947,-6.046,-6.041,-7.02,-7.86,-5.653,-6.456,-6.08,-7.125,-4.824,-3.947,-4.823,-4.535,-7.192,-5.44,-3.557,-4.117,-4.931,-9.068,-15.522,-6.702,-11.589,-4.83,-5.699,-7.77,-4.681,-7.24,-6.206,-11.795,-8.529,-7.124,-9.903,-15.362,-16.867,-8.772,-7.853,-16.515,-8.971,-36.856,-31.858,-31.615,-44.761,-28.345,-29.097,-36.497,-27.57,-37.783,-35.355,-6.472,-5.077,-3.641,-9.221,-6.399,-5.422,-4.517,-6.701,-9.033,-4.936,-5.83,-6.035,-6.254,-8.412,-4.778,-5.756,-4.701,-5.548,-3.7,-3.859,-5.538,-7.65,-9.478,-4.223,-4.511,-5.563,-4.83,-7.98,-8.522,-5.877,-4.565,-5.713,-6.061,-3.814,-8.073,-3.211,-3.591,-4.599,-4.051,-6.271,-6.547,-9.201,-14.728,-9.414,-8.466,-6.489,-15.962,-14.004,-10.961,-10.809,-5.856,-3.745,-6.389,-3.418,-4.063,-4.688,-3.909,-3.595,-7.738,-4.588,-10.423,-9.761,-11.929,-10.525,-6.795,-8.893,-10.665,-8.964,-10.051,-12.13,-6.353,-5.197,-4.015,-3.06,-4.677,-7.511,-5.339,-3.963,-5.902,-6.619,-4.566,-7.471,-6.151,-5.859,-3.676,-5.672,-5.228,-5.587,-7.456,-7.602,-13.826,-9.223,-9.029,-3.78,-4.08,-11.674,-10.144,-7.589,-4.504,-3.191,-4.479,-4.12,-3.268,-5.484,-9.897,-4.222,-4.864,-4.715,-4.153,-4.568,-8.913,-6.947,-5.847,-11.56,-6.886,-11.176,-8.278,-7.901,-7.722,-7.638,-14.762,-9.468,-9.566,-12.292,-17.553,-13.263,-11.32,-8.42,-20.211,-11.295,-7.254,-5.66,-8.108,-5.087,-6.707,-11.519,-6.913,-6.71,-6.268,-4.688,-16.842,-14.398,-13.877,-9.863,-14.422,-14.647,-8.762,-8.262,-17.83,-9.22,-9.354,-14.34,-10.396,-22.052,-17.583,-6.676,-11.812,-12.886,-11.793,-10.332,-17.34,-17.83,-15.18,-11.086,-14.072,-13.936,-15.367,-19.024,-10.483,-12.487,-5.074,-4.12,-7.652,-5.497,-5.035,-5.063,-6.403,-6.11,-6.277,-3.008,-7.078,-5.073,-5.099,-4.913,-10.637,-3.487,-5.653,-8.572,-9.899,-7.894,-3.424,-4.711,-13.12,-6.11,-3.742,-4.118,-6.741,-6.508,-5.978,-5.791,-6.847,-9.126,-10.451,-10.591,-11.245,-10.48,-14.729,-10.87,-5.483,-14.149,-4.285,-5.167,-5.034,-4.266,-3.614,-5.547,-5.243,-4.426,-4.538,-4.697,-30.923,-37.986,-16.0,-41.696,-33.503,-15.953,-39.131,-32.704,-21.772,-28.778,-13.764,-17.554,-20.747,-27.871,-17.751,-29.864,-14.821,-26.822,-32.055,-34.939,-7.818,-7.53,-8.858,-3.814,-2.013,-11.493,-8.901,-6.238,-7.223,-2.286,-6.973,-5.145,-5.373,-6.524,-5.154,-6.476,-6.674,-7.412,-8.435,-7.441,-9.058,-9.935,-5.988,-4.911,-8.395,-4.243,-8.183,-9.727,-4.535,-15.93,-8.126,-2.48,-7.684,-5.572,-3.093,-6.612,-3.932,-7.799,-7.016,-6.01,-5.647,-9.799,-12.56,-10.169,-8.388,-11.249,-8.244,-10.631,-10.925,-8.005,-4.243,-3.702,-4.153,-3.523,-5.523,-5.536,-5.007,-3.198,-4.761,-17.53,-15.775,-15.552,-15.971,-13.941,-14.225,-16.425,-18.716,-15.984,-15.016,-14.762,-7.526,-6.603,-5.472,-9.351,-5.886,-8.388,-6.337,-4.435,-6.152,-9.093,-8.793,-4.43,-9.908,-8.572,-9.953,-9.801,-10.195,-3.445,-6.523,-4.592,-7.935,-7.743,-8.261,-8.299,-10.561,-9.541,-9.786,-5.414,-5.078,-6.147,-5.881,-7.987,-5.135,-6.55,-6.782,-6.267,-7.328,-12.077,-9.245,-9.557,-9.243,-8.881,-8.38,-4.871,-9.292,-16.269,-20.198,-9.661,-7.165,-7.588,-4.771,-5.008,-8.016,-6.788,-4.573,-4.737,-6.436,-5.578,-7.058,-5.742,-4.949,-4.045,-7.876,-8.335,-5.081,-7.374,-3.956,-3.52,-11.685,-8.334,-10.788,-7.853,-11.22,-7.675,-9.081,-9.153,-4.724,-10.184,-11.612,-6.067,-3.972,-12.95,-13.516,-8.722,-11.863,-9.176,-9.665,-2.442,-12.051,-5.7,-4.556,-13.183,-9.089,-4.74,-6.775,-11.654,-7.29,-8.658,-5.294,-8.624,-9.292,-14.281,-4.083,-8.168,-10.506,-6.422,-7.381,-8.161,-8.128,-12.312,-5.294,-11.165,-13.94,-7.967,-8.124,-4.682,-8.765,-13.684,-4.758,-7.719,-5.373,-5.827,-10.047,-7.143,-4.998,-7.822,-8.368,-6.475,-3.413,-3.906,-5.39,-2.693,-5.816,-3.002,-6.59,-5.191,-6.058,-5.957,-7.547,-13.691,-5.063,-10.152,-4.749,-7.198,-6.835,-2.53,-6.303,-7.094,-2.974,-3.972,-6.1,-2.641,-4.563,-8.62,-4.797,-3.277,-8.387,-3.221,-8.628,-4.496,-11.26,-18.148,-7.308,-7.206,-8.988,-6.163,-5.711,-12.484,-7.873,-7.072,-6.57,-6.763,-6.682,-10.136,-5.696,-10.142,-5.366,-7.982,-4.505,-6.178,-8.018,-6.162,-5.674,-0.928,-8.491,-4.566,-9.404,-4.966,-6.503,-4.842,-5.869,-7.638,-6.161,-7.12,-4.759,-4.555,-6.836,-4.19,-5.657,-9.444,-11.492,-9.14,-3.756,-3.836,-5.578,-4.286,-3.074,-2.697,-5.887,-15.289,-6.361,-12.871,-7.973,-4.066,-14.214,-3.033,-9.11,-12.182,-20.459,-24.133,-18.882,-23.172,-26.781,-31.8,-29.761,-26.281,-21.403,-15.975,-9.29,-8.964,-8.038,-8.225,-9.699,-7.757,-11.238,-12.979,-3.036,-5.883,-13.392,-15.491,-11.615,-14.418,-22.171,-15.823,-20.681,-13.401,-16.298,-20.377,-8.039,-6.183,-14.06,-7.335,-8.868,-6.153,-10.309,-7.23,-7.338,-7.232,-3.629,-7.332,-5.371,-2.921,-5.18,-3.2,-6.919,-1.278,-2.539,-4.21,-6.44,-4.251,-3.858,-5.857,-4.731,-5.361,-4.975,-4.162,-3.297,-7.999,-7.652,-9.124,-21.273,-21.463,-12.203,-8.716,-13.494,-36.062,-30.893,-14.486,-10.687,-5.735,-6.593,-5.204,-8.709,-5.535,-5.913,-14.237,-6.951,-6.173,-13.467,-8.467,-7.212,-5.887,-4.986,-7.742,-8.465,-4.451,-9.635,-7.149,-10.738,-6.86,-13.513,-15.424,-5.867,-4.686,-12.584,-9.661,-11.894,-12.909,-13.553,-13.099,-8.832,-12.442,-9.865,-7.067,-12.816,-11.523,-15.649,-7.479,-4.673,-4.577,-4.751,-5.231,-5.196,-3.848,-4.815,-4.559,-4.658,-4.278,-11.179,-5.346,-9.02,-15.267,-7.091,-4.985,-7.382,-3.183,-6.886,-7.797,-6.041,-10.32,-7.31,-8.013,-8.235,-6.142,-8.787,-9.032,-10.529,-8.553,-8.685,-7.902,-5.263,-7.191,-5.446,-5.092,-5.152,-3.728,-6.613,-4.475,-4.676,-10.145,-11.601,-7.614,-8.925,-9.371,-22.334,-11.377,-7.893,-4.795,-7.273,-8.017,-7.046,-7.497,-7.244,-6.94,-7.604,-8.869,-6.654,-6.953,-9.211,-12.331,-8.559,-7.666,-9.642,-5.929,-9.581,-5.007,-10.658,-7.21,-3.012,-5.111,-5.08,-5.202,-2.361,-3.644,-10.237,-6.843,-2.851,-5.489,-21.524,-20.031,-23.669,-20.553,-26.987,-26.194,-20.607,-13.19,-23.78,-14.865,-7.886,-6.569,-6.886,-7.423,-8.227,-5.586,-3.552,-5.839,-6.186,-7.782,-5.616,-5.95,-4.501,-7.011,-7.281,-5.003,-5.878,-6.519,-5.59,-6.909,-4.351,-8.687,-6.041,-4.348,-3.362,-7.053,-4.852,-8.351,-6.815,-8.485,-7.174,-4.579,-5.816,-6.001,-6.684,-5.674,-5.268,-5.264,-5.037,-4.47,-6.946,-7.366,-6.683,-5.795,-4.965,-7.853,-5.517,-5.845,-7.036,-8.496,-5.914,-4.534,-10.057,-8.384,-9.344,-6.481,-3.558,-9.791,-7.064,-8.562,-7.768,-5.447,-2.967,-7.103,-6.115,-3.686,-8.346,-6.29,-5.448,-6.138,-5.829,-3.298,-6.886,-5.472,-5.708,-7.974,-6.578,-5.53,-6.66,-4.925,-7.255,-6.102,-7.007,-7.047,-5.433,-7.38,-4.145,-7.542,-6.598,-7.317,-7.818,-8.198,-4.632,-5.903,-8.299,-6.934,-4.369,-6.433,-3.579,-6.296,-4.263,-6.246,-4.529,-8.136,-4.501,-5.659,-1.266,-3.687,-2.688,-3.792,-5.281,-6.909,-4.796,-3.241,-8.889,-4.316,-4.803,-2.085,-3.853,-7.598,-5.888,-9.537,-9.579,-8.421,-6.459,-9.871,-9.082,-9.742,-7.523,-8.533,-5.07,-6.887,-7.218,-5.2,-4.501,-10.051,-10.459,-5.764,-7.412,-5.672,-4.588,-3.037,-5.653,-3.608,-10.879,-3.321,-10.553,-4.516,-4.761,-2.757,-5.904,-7.125,-8.187,-7.292,-7.818,-3.127,-8.034,-7.558,-5.124,-7.294,-24.041,-32.902,-28.68,-10.579,-29.429,-26.683,-24.75,-31.271,-32.684,-18.764,-7.036,-7.267,-6.359,-5.739,-5.723,-7.556,-5.507,-5.635,-5.44,-5.81,-5.102,-8.274,-27.657,-22.123,-24.74,-15.961,-5.559,-29.254,-19.137,-26.729,-5.306,-7.852,-4.025,-5.938,-7.259,-5.915,-6.081,-5.779,-6.128,-4.251,-13.864,-17.202,-13.567,-10.946,-6.407,-23.182,-22.929,-16.815,-4.987,-19.552,-5.152,-5.401,-6.425,-4.313,-8.783,-5.746,-9.581,-9.502,-5.276,-7.887,-16.44,-12.577,-16.986,-11.879,-22.208,-11.396,-16.003,-18.32,-13.017,-13.827,-17.117,-13.364,-11.709,-13.909,-14.975,-16.027,-13.346,-15.843,-13.373,-8.924,-3.127,-3.685,-4.636,-5.497,-5.142,-2.609,-2.21,-5.379,-3.484,-2.983,-7.748,-7.885,-2.123,-8.052,-4.629,-5.12,-4.836,-7.445,-5.327,-3.964,-7.713,-9.553,-5.998,-3.992,-6.326,-3.466,-6.734,-7.759,-3.299,-4.721,-7.326,-10.56,-10.381,-6.54,-9.988,-9.239,-12.54,-13.003,-13.153,-7.965,-12.849,-14.307,-10.052,-14.258,-11.34,-13.862,-12.224,-11.704,-12.176,-14.403,-3.895,-4.782,-10.247,-4.251,-3.912,-1.906,-5.06,-5.308,-4.111,-5.028,-9.481,-10.728,-10.769,-9.99,-9.502,-5.217,-12.561,-11.844,-12.218,-11.577,-5.246,-7.299,-7.382,-11.67,-9.327,-4.676,-9.455,-11.207,-6.385,-8.926,-11.38,-10.754,-10.493,-7.305,-12.194,-10.084,-9.392,-10.048,-6.639,-10.91,-10.634,-12.26,-19.643,-14.874,-14.772,-24.843,-29.852,-12.196,-13.366,-16.875,-17.227,-12.878,-14.846,-13.623,-7.967,-17.196,-13.156,-11.915,-14.838,-15.877,-17.67,-13.764,-17.554,-20.747,-27.871,-17.751,-23.39,-26.147,-29.864,-14.821,-14.945,-14.367,-13.606,-16.41,-16.526,-15.739,-15.375,-15.074,-18.809,-19.952,-4.824,-4.41,-10.215,-5.466,-4.65,-5.033,-5.314,-4.199,-4.815,-2.721,-5.117,-6.244,-7.03,-9.629,-3.269,-5.495,-4.497,-2.417,-12.159,-3.583,-7.818,-10.579,-6.388,-8.282,-5.406,-10.173,-6.942,-9.401,-10.141,-6.938,-13.589,-11.227,-10.345,-12.597,-8.557,-14.718,-13.061,-8.436,-10.615,-8.884,-10.383,-6.694,-10.799,-8.332,-16.202,-9.286,-6.812,-9.866,-9.502,-18.19,-5.094,-4.382,-5.413,-4.475,-2.96,-6.285,-3.011,-4.13,-6.479,-4.373,-7.547,-15.941,-6.931,-13.777,-7.405,-8.97,-8.575,-8.855,-12.017,-12.015,-3.383,-5.941,-3.097,-4.456,-2.221,-3.082,-6.538,-4.618,-4.105,-3.712,-5.037,-5.184,-5.024,-3.581,-4.342,-5.133,-4.918,-6.485,-4.94,-5.978,-9.359,-9.906,-11.959,-4.578,-8.079,-5.873,-6.934,-11.136,-12.831,-6.918,-9.377,-6.859,-5.716,-9.147,-7.011,-6.717,-7.183,-11.648,-4.991,-7.542,-12.211,-7.186,-6.307,-13.044,-13.049,-6.699,-7.281,-5.601,-7.08,-11.813,-11.813,-6.789,-10.375,-3.011,-9.51,-11.309,-6.584,-6.053,-8.144,-11.386,-5.659,-5.435,-6.645,-7.218,-5.131,-5.337,-10.902,-6.739,-6.242,-5.953,-5.874,-5.485,-6.336,-5.765,-8.551,-6.17,-5.308,-7.185,-6.412,-5.016,-5.724,-9.977,-6.062,-13.093,-5.858,-11.908,-4.679,-4.869,-9.395,-8.785,-2.16,-4.666,-12.241,-8.635,-7.282,-3.322,-9.022,-4.675,-9.705,-4.463,-5.557,-5.31,-5.912,-10.426,-12.844,-10.523,-6.932,-5.555,-13.988,-5.113,-4.475,-7.051,-5.836,-4.93,-5.737,-3.967,-6.551,-8.59,-6.718,-7.798,-30.17,-31.822,-35.546,-35.138,-41.932,-29.184,-35.799,-32.721,-38.339,-35.607,-36.045,-26.307,-25.767,-24.569,-21.472,-28.056,-27.684,-22.069,-23.314,-24.078,-6.737,-3.089,-8.326,-3.503,-9.908,-9.0,-2.815,-5.165,-11.326,-5.782,-1.674,-2.115,-11.202,-14.259,-18.773,-11.922,-12.47,-5.141,-7.231,-16.053,-10.406,-13.422,-11.923,-14.992,-12.318,-16.107,-7.84,-9.618,-18.132,-10.964,-31.034,-24.81,-33.123,-18.173,-28.228,-26.632,-23.899,-31.634,-20.419,-35.651,-10.87,-11.074,-11.312,-10.723,-14.701,-11.92,-14.76,-10.558,-4.262,-2.408,-8.21,-6.519,-7.234,-5.155,-6.715,-6.959,-7.852,-7.248,-4.988,-5.963,-3.996,-6.532,-3.065,-5.462,-5.559,-4.309,-4.303,-4.499,-4.888,-6.526,-4.185,-4.946,-5.243,-4.499,-3.079,-2.665,-3.027,-4.688,-4.492,-6.08,-9.832,-7.45,-11.458,-1.675,-7.393,-6.57,-10.602,-8.256,-9.769,-6.406,-4.016,-4.496,-9.46,-2.039,-9.272,-8.257,-8.227,-9.739,-1.81,-6.414,-9.422,-8.614,-7.002,-7.257,-7.583,-10.094,-7.291,-8.891,-8.891,-7.566,-8.732,-12.006,-7.865,-8.594,-9.242,-9.618,-6.17,-9.168,-6.784,-16.858,-5.608,-9.267,-8.323,-8.588,-10.038,-16.536,-12.515,-9.069,-18.154,-10.426,-12.435,-16.101,-13.497,-11.457,-21.464,-14.864,-18.442,-17.55,-13.468,-21.638,-5.413,-5.638,-11.754,-3.838,-10.812,-5.354,-3.919,-2.806,-6.846,-3.822,-7.124,-7.604,-14.63,-6.257,-12.311,-9.51,-11.04,-13.553,-13.698,-9.467,-5.649,-6.654,-6.691,-9.449,-6.705,-6.367,-5.734,-11.14,-6.571,-7.27,-5.145,-4.417,-4.321,-5.792,-6.341,-4.888,-3.622,-5.204,-5.871,-3.585,-10.45,-5.802,-6.253,-8.728,-2.298,-5.726,-4.213,-6.336,-4.796,-9.933,-11.952,-14.98,-11.649,-10.742,-11.625,-10.061,-11.379,-13.71,-11.331,-14.728,-9.451,-6.838,-8.353,-8.412,-8.333,-10.976,-10.039,-19.981,-9.578,-9.109,-13.531,-11.435,-20.479,-14.754,-15.214,-14.211,-16.264,-22.627,-14.423,-15.196,-5.881,-3.524,-5.598,-4.667,-5.024,-6.367,-6.16,-5.877,-5.352,-6.138,-10.702,-8.585,-6.957,-11.115,-10.961,-9.538,-9.558,-7.992,-10.176,-15.686,-11.831,-10.944,-11.333,-10.142,-6.388,-12.976,-13.325,-8.395,-8.428,-9.42,-12.421,-13.23,-12.479,-11.204,-13.437,-9.196,-12.858,-8.802,-10.363,-14.002,-6.834,-4.776,-6.42,-4.752,-4.182,-6.232,-5.947,-5.026,-8.088,-6.615,-14.42,-14.734,-3.99,-4.593,-11.256,-12.788,-14.892,-17.403,-13.768,-4.76,-4.221,-5.474,-5.71,-5.006,-5.777,-4.755,-5.413,-7.121,-8.207,-4.454,-1.988,-5.101,-1.761,-7.01,-2.9,-5.78,-8.898,-3.359,-3.061,-9.244,-7.818,-6.508,-7.507,-13.442,-4.424,-8.257,-4.401,-10.939,-8.357,-7.339,-7.696,-8.467,-11.553,-9.805,-12.239,-7.905,-7.132,-8.593,-10.659,-9.285,-7.499,-6.367,-3.142,-6.981,-7.51,-4.127,-8.199,-7.076,-3.995,-4.661,-6.647,-16.922,-6.536,-8.143,-5.219,-15.192,-8.769,-8.333,-9.767,-14.276,-8.214,-5.306,-2.658,-5.313,-3.266,-4.009,-4.994,-4.748,-6.96,-3.813,-2.972,-2.912,-2.894,-5.404,-2.385,-4.352,-3.54,-1.14,-3.243,-3.113,-3.679,-7.872,-6.77,-7.832,-3.11,-8.367,-5.859,-10.162,-8.533,-5.502,-3.984,-3.35,-6.063,-7.489,-6.162,-4.344,-5.449,-8.406,-3.503,-6.694,-9.468,-8.142,-9.581,-12.194,-6.702,-8.394,-7.704,-7.197,-11.765,-5.415,-6.389,-3.726,-5.111,-8.749,-3.378,-2.806,-5.505,-8.744,-7.785,-12.505,-16.632,-24.845,-15.76,-18.829,-19.162,-22.854,-13.189,-16.828,-22.31,-5.096,-1.866,-1.863,-5.736,-2.33,-3.707,-4.719,-3.865,-5.297,-7.573,-4.493,-8.323,-11.508,-9.687,-5.19,-7.978,-4.2,-9.906,-10.642,-7.093,-12.068,-9.353,-14.628,-7.728,-8.983,-15.559,-19.922,-6.886,-12.472,-13.575,-15.925,-17.703,-29.255,-28.726,-20.273,-24.711,-19.194,-20.852,-20.406,-21.143,-6.255,-6.365,-11.219,-5.969,-9.34,-4.541,-7.6,-7.806,-6.347,-5.508,-2.612,-5.488,-8.276,-5.895,-7.747,-4.029,-8.486,-6.434,-4.989,-11.835,-6.537,-6.515,-6.411,-6.246,-6.631,-4.525,-4.484,-7.063,-5.629,-8.104,-5.686,-4.342,-4.673,-3.138,-2.926,-3.653,-2.502,-3.866,-3.943,-3.873,-8.085,-10.167,-8.967,-13.688,-11.471,-13.66,-18.582,-9.572,-9.712,-8.374,-5.779,-8.331,-7.373,-7.644,-7.843,-12.423,-4.622,-11.349,-5.908,-6.603,-6.578,-14.681,-6.119,-22.55,-9.463,-4.632,-6.044,-17.951,-13.548,-4.23,-13.143,-16.144,-18.389,-17.702,-15.678,-16.246,-18.99,-17.925,-11.62,-15.9,-7.012,-8.339,-7.477,-6.389,-6.205,-7.711,-7.837,-7.798,-6.413,-7.631,-5.117,-13.969,-4.044,-3.447,-6.554,-7.177,-3.819,-6.623,-4.567,-4.13,-6.41,-6.074,-9.515,-8.41,-8.043,-5.922,-9.864,-6.65,-13.39,-6.269,-8.464,-6.593,-7.052,-2.34,-5.855,-8.27,-4.899,-4.91,-4.978,-5.917,-7.105,-6.806,-5.18,-7.956,-3.54,-5.753,-7.12,-6.829,-7.51,-8.902,-6.665,-6.398,-6.674,-6.825,-7.575,-6.529,-6.746,-6.975,-4.929,-4.805,-4.159,-12.374,-8.067,-11.226,-9.411,-7.85,-7.304,-11.827,-4.634,-11.579,-7.939,-7.237,-8.733,-7.061,-7.624,-4.905,-10.094,-6.576,-8.276,-8.317,-11.682,-15.182,-12.19,-13.816,-6.956,-13.02,-4.049,-11.436,-7.006,-9.91,-7.458,-7.078,-6.512,-8.82,-7.63,-7.855,-7.346,-10.79,-9.634,-9.214,-19.315,-15.372,-20.727,-14.73,-15.715,-18.309,-20.196,-14.819,-19.45,-15.34,-4.69,-3.315,-4.348,-3.75,-4.831,-5.698,-2.518,-7.85,-5.983,-3.855,-15.075,-10.194,-10.48,-19.555,-20.518,-19.544,-9.429,-17.356,-6.364,-17.158,-19.136,-26.44,-18.783,-22.31,-23.063,-16.813,-14.182,-15.631,-16.156,-11.141,-4.827,-6.132,-5.177,-5.627,-10.224,-4.148,-7.636,-8.024,-7.228,-10.873,-4.807,-5.013,-9.438,-5.797,-3.906,-9.076,-3.177,-7.972,-6.46,-4.787,-3.725,-2.1,-3.828,-4.079,-4.588,-3.399,-3.5,-4.391,-2.486,-6.468,-12.233,-5.735,-8.324,-6.593,-10.373,-12.581,-9.928,-6.885,-8.734,-8.971,-5.56,-10.209,-12.632,-9.108,-6.328,-5.777,-5.45,-3.419,-8.784,-4.884,-11.32,-11.033,-11.797,-7.677,-5.74,-11.635,-12.101,-12.803,-12.123,-17.65,-5.79,-3.682,-10.663,-10.905,-3.743,-5.125,-3.446,-4.842,-5.34,-11.458,-10.682,-10.308,-8.021,-9.421,-8.1,-12.634,-9.913,-6.101,-8.85,-11.752,-6.549,-9.051,-5.687,-6.081,-6.264,-5.575,-9.351,-16.452,-6.834,-9.747,-23.593,-7.668,-23.548,-20.383,-14.785,-13.111,-16.777,-6.242,-18.663,-17.192,-8.844,-7.561,-15.568,-9.37,-6.445,-15.806,-11.218,-9.623,-15.178,-12.903,-7.871,-6.671,-5.084,-2.222,-4.141,-3.582,-6.499,-3.774,-2.759,-3.35,-11.017,-5.963,-5.679,-7.075,-15.221,-5.931,-5.774,-5.573,-5.108,-5.843,-6.908,-7.112,-5.78,-9.298,-14.47,-11.372,-12.63,-6.205,-5.19,-7.79,-6.763,-7.288,-12.967,-4.91,-7.531,-4.951,-7.52,-14.184,-6.401,-9.331,-6.694,-6.682,-7.028,-4.969,-7.358,-4.746,-18.227,-14.13,-15.108,-11.712,-5.074,-6.104,-8.09,-4.798,-9.08,-7.306,-6.577,-7.315,-5.684,-5.798,-5.232,-9.203,-7.683,-4.537,-7.591,-5.183,-6.494,-6.152,-8.654,-4.997,-2.327,-4.534,-7.65,-2.675,-3.142,-7.775,-7.338,-8.584,-6.204,-4.623,-14.074,-14.65,-18.635,-9.93,-12.273,-15.725,-17.718,-21.756,-17.049,-15.798,-6.724,-4.316,-6.272,-7.518,-7.432,-4.249,-7.971,-7.86,-6.034,-4.471,-39.245,-36.351,-33.974,-35.899,-25.317,-27.021,-27.015,-24.281,-36.797,-27.86,-7.818,-6.382,-6.422,-7.926,-6.861,-6.242,-8.006,-6.591,-15.666,-7.111,-16.311,-15.656,-15.069,-11.716,-10.943,-9.148,-18.111,-14.889,-16.755,-9.06,-13.98,-5.749,-8.31,-14.506,-13.92,-14.065,-10.311,-13.01,-12.445,-15.581,-29.73,-38.801,-31.351,-35.626,-27.988,-35.489,-41.001,-18.059,-33.318,-26.438,-7.768,-6.253,-3.714,-10.047,-9.829,-5.57,-4.783,-3.147,-3.152,-8.805,-6.737,-9.32,-10.124,-8.894,-5.958,-9.173,-10.543,-8.266,-10.339,-8.059,-6.866,-6.341,-4.684,-4.985,-3.355,-4.492,-4.233,-5.246,-3.473,-4.518,-9.199,-7.328,-7.218,-6.2,-4.062,-4.828,-8.195,-5.089,-7.308,-8.202,-13.509,-8.235,-11.63,-5.631,-13.892,-9.131,-10.288,-15.55,-6.338,-11.404,-3.315,-2.597,-7.262,-4.026,-4.225,-5.034,-2.946,-2.072,-4.304,-2.838,-9.358,-5.333,-9.985,-3.556,-8.843,-3.938,-4.655,-9.04,-8.015,-10.761,-3.641,-3.219,-8.384,-7.056,-5.918,-8.22,-4.101,-5.125,-5.003,-7.603,-11.544,-9.229,-18.651,-9.113,-9.041,-17.042,-13.43,-12.857,-4.77,-13.593,-8.937,-5.209,-7.388,-7.745,-9.183,-8.529,-10.274,-6.527,-6.062,-5.719,-9.044,-7.065,-11.484,-8.49,-8.902,-7.926,-8.416,-9.204,-10.416,-10.75,-5.559,-9.007,-7.208,-9.876,-9.148,-7.175,-6.908,-8.218,-7.797,-7.067,-5.541,-10.263,-5.094,-6.525,-5.652,-6.273,-5.491,-4.761,-6.3,-8.647,-6.995,-11.111,-4.965,-7.497,-7.548,-5.744,-9.021,-5.488,-7.341,-7.252,-7.793,-6.035,-6.633,-5.403,-7.935,-6.245,-7.08,-5.764,-7.639,-5.484,-5.856,-5.529,-7.548,-5.678,-8.887,-7.039,-8.692,-5.79,-6.484,-8.03,-5.959,-7.422,-9.549,-5.053,-6.774,-6.516,-7.44,-7.32,-7.844,-5.99,-6.731,-8.154,-10.21,-8.261,-9.604,-5.567,-7.288,-6.779,-6.046,-8.367,-6.969,-11.743,-4.405,-7.983,-9.867,-4.695,-10.841,-11.408,-10.273,-6.841,-18.759,-13.268,-15.753,-14.933,-20.989,-11.763,-7.369,-9.765,-8.347,-10.167,-15.443,-14.068,-17.439,-11.694,-15.911,-16.287,-7.28,-14.789,-9.214,-7.442,-4.707,-5.636,-6.629,-3.843,-9.911,-4.878,-12.879,-5.836,-7.173,-9.506,-4.054,-2.935,-5.085,-4.708,-5.334,-2.683,-9.271,-7.561,-8.648,-5.174,-12.609,-14.576,-9.304,-8.471,-14.456,-13.014,-17.225,-14.555,-18.644,-12.457,-15.487,-15.658,-15.162,-24.86,-15.811,-15.823,-21.882,-16.603,-17.877,-20.157,-10.764,-4.34,-8.121,-6.278,-7.313,-6.484,-4.68,-8.011,-5.105,-6.688,-9.711,-8.039,-8.606,-6.966,-11.403,-8.534,-2.847,-10.39,-8.622,-7.604,-7.734,-4.915,-10.861,-4.165,-5.732,-4.831,-6.673,-4.796,-8.393,-2.214,-4.997,-7.487,-3.552,-5.448,-2.971,-4.347,-3.704,-3.078,-6.883,-3.832,-4.107,-3.479,-3.86,-4.283,-3.47,-4.008,-4.337,-8.026,-7.101,-3.721,-2.382,-3.306,-7.3,-4.673,-3.714,-3.091,-2.84,-4.142,-5.46,-3.358,-5.509,-9.138,-11.985,-14.164,-13.952,-8.033,-5.597,-15.602,-8.497,-14.413,-7.602,-6.353,-9.138,-7.618,-8.773,-10.383,-6.774,-3.389,-11.745,-8.032,-8.874,-9.88,-7.369,-6.44,-8.145,-8.458,-7.663,-6.823,-4.755,-15.25,-5.603,-6.427,-5.314,-3.258,-6.834,-7.485,-3.591,-4.488,-5.842,-7.761,-28.663,-13.676,-31.108,-21.044,-20.495,-17.088,-19.885,-11.427,-18.694,-33.439,-16.842,-9.02,-13.877,-7.382,-14.647,-8.762,-17.83,-14.75,-9.046,-11.761,-23.824,-18.805,-25.284,-33.478,-29.69,-23.408,-29.557,-14.317,-31.129,-14.263,-18.805,-25.284,-33.478,-23.408,-13.977,-14.317,-31.129,-35.796,-27.454,-34.379,-11.836,-26.593,-30.017,-10.931,-20.771,-22.512,-10.097,-17.477,-10.732,-12.009,-8.43,-8.342,-5.253,-13.449,-6.92,-7.108,-7.313,-8.481,-5.321,-7.503,-5.098,-15.673,-7.831,-9.521,-16.039,-13.655,-17.098,-8.798,-12.753,-12.718,-16.015,-14.901,-7.728,-14.939,-12.247,-10.752,-7.658,-16.281,-14.19,-14.857,-8.18,-14.331,-12.699,-7.848,-9.058,-12.407,-19.012,-9.015,-10.108,-7.673,-6.467,-11.298,-7.361,-5.102,-10.622,-6.423,-4.578,-4.343,-12.245,-5.068,-23.269,-25.054,-21.836,-26.307,-23.71,-18.247,-30.074,-25.508,-22.663,-30.928,-5.908,-4.622,-0.787,-3.306,-3.565,-5.56,-5.18,-3.98,-5.325,-4.76,-5.76,-10.311,-9.408,-6.758,-8.535,-7.408,-9.782,-11.027,-6.259,-5.156,-5.758,-5.801,-4.141,-4.579,-5.168,-6.096,-7.845,-4.76,-5.673,-9.436,-24.877,-23.841,-36.245,-29.087,-19.859,-19.729,-25.577,-22.245,-25.949,-13.651,-7.662,-7.806,-5.42,-8.814,-7.594,-9.04,-9.13,-14.804,-8.326,-8.298,-11.866,-7.748,-9.971,-8.456,-9.566,-14.453,-5.254,-14.797,-15.565,-11.681,-13.425,-5.813,-5.465,-9.195,-6.729,-6.481,-5.704,-6.003,-7.38,-13.298,-7.557,-3.602,-5.06,-4.854,-7.948,-8.337,-15.994,-6.722,-10.929,-9.057,-5.379,-4.781,-4.115,-7.347,-7.365,-5.89,-9.11,-6.674,-17.268,-3.99,-8.992,-8.591,-9.276,-10.919,-8.229,-9.915,-9.596,-12.645,-6.998,-8.129,-32.452,-36.759,-23.247,-37.066,-41.53,-22.731,-25.612,-18.848,-28.673,-31.216,-4.935,-7.494,-10.01,-6.666,-4.326,-5.075,-5.21,-8.215,-10.289,-12.645,-7.846,-3.283,-10.624,-6.49,-9.997,-4.503,-8.276,-6.294,-4.906,-5.299,-9.262,-7.448,-8.284,-7.086,-10.06,-5.412,-6.727,-17.581,-17.56,-5.608,-5.423,-8.432,-11.989,-10.826,-6.17,-9.366,-6.246,-6.822,-6.176,-7.479,-5.722,-6.613,-6.759,-6.901,-6.044,-7.92,-5.549,-10.482,-6.847,-7.487,-6.458,-3.983,-3.018,-3.173,-4.042,-3.816,-2.569,-4.133,-5.034,-3.801,-8.784,-5.426,-7.197,-7.566,-14.187,-6.519,-5.947,-6.068,-8.668,-7.28,-8.837,-8.022,-7.571,-5.514,-8.544,-6.879,-7.812,-7.914,-4.029,-4.48,-13.531,-8.756,-11.244,-7.226,-10.778,-8.164,-6.243,-10.778,-9.817,-2.09,-6.7,-12.436,-9.34,-6.853,-9.083,-8.066,-7.814,-9.181,-6.485,-5.95,-12.548,-4.964,-14.208,-6.896,-9.546,-9.325,-3.949,-1.961,-4.484,-7.049,-3.776,-7.692,-6.441,-4.512,-5.75,-5.859,-3.639,-6.819,-5.22,-5.468,-9.689,-6.897,-5.266,-6.007,-8.231,-5.129,-6.836,-1.97,-2.701,-7.238,-10.017,-3.94,-9.101,-13.253,-10.939,-13.081,-7.282,-5.806,-5.524,-13.297,-12.206,-10.706,-8.644,-11.786,-8.141,-11.701,-10.541,-10.875,-8.915,-9.245,-14.709,-6.909,-5.439,-5.398,-9.508,-10.987,-15.193,-4.753,-8.351,-10.363,-15.487,-15.658,-15.507,-15.811,-15.823,-14.429,-16.603,-18.992,-13.401,-22.981,-8.284,-15.037,-9.778,-11.88,-10.311,-7.586,-7.722,-12.973,-10.654,-15.024,-11.63,-11.093,-10.241,-10.725,-12.243,-13.023,-11.414,-12.574,-11.649,-9.483,-6.694,-9.458,-8.619,-8.645,-15.547,-9.178,-9.281,-8.482,-13.429,-5.807,-8.55,-9.079,-11.221,-7.719,-8.607,-9.621,-9.937,-10.658,-8.133,-10.067,-9.262,-14.114,-11.767,-14.637,-7.262,-12.97,-6.266,-10.098,-12.251,-13.563,-11.709,-19.387,-18.198,-15.96,-13.436,-19.953,-16.179,-12.337,-20.392,-11.894,-9.571,-15.137,-10.317,-3.18,-13.19,-4.406,-14.015,-10.082,-6.723,-6.767,-4.674,-4.48,-6.725,-5.573,-5.107,-5.421,-4.91,-8.485,-4.636,-4.435,-16.0,-26.636,-20.03,-43.988,-18.541,-13.384,-13.597,-17.948,-16.674,-18.66,-9.341,-7.346,-7.218,-6.451,-13.264,-10.078,-7.171,-6.362,-7.352,-8.762,-8.503,-7.972,-6.604,-8.061,-10.65,-6.122,-7.422,-11.264,-5.925,-9.234,-5.933,-4.83,-6.073,-5.517,-5.866,-6.057,-9.184,-7.087,-6.25,-10.162,-6.598,-4.592,-6.603,-6.108,-6.939,-15.693,-16.142,-4.171,-5.013,-6.437,-27.25,-31.964,-33.835,-33.085,-33.19,-22.794,-30.218,-13.851,-22.221,-20.372,-12.505,-6.388,-10.47,-7.915,-10.614,-16.601,-15.718,-15.871,-8.55,-12.537,-7.854,-12.124,-6.701,-7.26,-5.601,-7.18,-9.173,-9.607,-8.059,-7.198,-6.576,-9.226,-5.034,-9.362,-4.805,-6.3,-9.292,-4.522,-11.657,-7.596,-9.489,-11.829,-17.462,-18.769,-9.459,-7.4,-15.135,-29.584,-28.156,-7.498,-3.34,-2.963,-8.207,-3.451,-6.919,-4.915,-6.953,-5.427,-6.418,-5.323,-1.921,-6.408,-3.443,-4.203,-4.52,-3.376,-4.765,-3.685,-7.862,-3.911,-13.741,-13.045,-12.214,-6.65,-11.548,-9.327,-11.952,-11.334,-12.175,-7.134,-4.874,-4.565,-5.045,-5.715,-5.362,-4.6,-4.669,-2.582,-6.009,-3.652,-8.4,-1.916,-6.36,-8.663,-6.506,-7.429,-5.106,-6.451,-6.909,-6.648,-12.999,-10.268,-4.609,-9.474,-4.964,-10.559,-8.16,-2.988,-9.294,-4.951,-5.579,-5.729,-6.017,-6.302,-5.517,-4.194,-4.558,-6.478,-5.655,-7.016,-6.246,-8.074,-5.476,-6.405,-6.112,-6.27,-5.025,-6.169,-5.711,-4.803,-5.002,-4.805,-7.228,-8.044,-3.546,-5.048,-6.345,-9.791,-3.976,-2.521,-6.565,-5.612,-4.257,-5.276,-6.593,-6.442,-4.627,-3.797,-5.63,-5.084,-7.021,-4.239,-4.815,-3.969,-4.646,-3.24,-5.948,-4.939,-6.761,-5.749,-5.607,-4.681,-5.587,-4.654,-2.795,-4.777,-6.418,-5.691,-5.368,-6.343,-2.24,-7.735,-3.748,-5.372,-4.591,-4.854,-4.619,-6.609,-5.642,-8.394,-9.436,-6.891,-10.075,-7.979,-10.818,-11.334,-8.79,-9.905,-10.479,-16.278,-10.778,-7.063,-15.073,-8.667,-9.304,-8.969,-9.041,-18.303,-6.008,-11.99,-14.056,-11.133,-11.686,-6.817,-13.691,-16.196,-13.164,-9.75,-12.586,-7.795,-4.847,-5.292,-4.501,-4.778,-6.607,-4.823,-6.95,-3.599,-5.295,-6.948,-10.109,-7.824,-6.291,-8.654,-4.969,-6.386,-4.609,-5.971,-6.81,-3.403,-5.603,-3.729,-21.894,-5.948,-5.024,-6.897,-8.593,-7.088,-6.531,-5.513,-4.729,-5.092,-4.845,-5.13,-9.02,-3.705,-4.785,-4.745,-7.779,-6.243,-12.385,-10.291,-2.694,-8.929,-12.246,-12.879,-5.857,-6.289,-11.746,-4.284,-9.908,-5.439,-5.28,-4.527,-5.165,-5.348,-7.134,-5.511,-4.731,-6.993,-10.592,-9.136,-4.624,-10.428,-8.354,-9.417,-7.622,-8.832,-7.88,-15.182,-11.017,-13.368,-12.385,-10.291,-12.75,-12.221,-9.112,-13.023,-12.522,-12.146,-4.52,-3.68,-4.857,-3.505,-10.786,-4.143,-6.708,-12.566,-5.334,-11.579,-11.884,-8.911,-7.138,-11.932,-7.023,-9.797,-11.876,-6.123,-5.314,-6.718,-6.133,-6.372,-11.125,-13.405,-3.892,-7.832,-10.96,-7.951,-9.654,-11.401,-13.94,-15.169,-10.337,-8.22,-11.289,-10.814,-6.826,-8.065,-8.641,-6.725,-4.608,-6.259,-7.383,-4.896,-8.631,-8.339,-8.289,-13.458,-9.932,-9.215,-14.06,-11.317,-8.196,-6.786,-14.254,-12.532,-3.133,-2.059,-3.232,-2.963,-2.091,-2.352,-7.155,-4.022,-4.206,-3.781,-11.821,-13.782,-14.202,-10.506,-11.864,-11.994,-17.904,-11.019,-10.147,-11.434,-11.471,-6.17,-11.498,-9.664,-3.907,-6.146,-10.316,-13.426,-5.561,-7.096,-9.761,-4.154,-11.731,-7.315,-3.4,-6.077,-4.226,-6.22,-9.055,-7.202,-5.17,-10.347,-3.854,-5.48,-3.573,-4.213,-6.804,-4.895,-3.821,-4.399,-9.803,-13.874,-11.044,-9.199,-9.494,-11.994,-11.224,-15.566,-12.787,-8.995,-5.656,-5.061,-7.09,-8.495,-5.921,-9.189,-3.264,-3.515,-4.089,-5.053,-8.894,-6.116,-8.908,-9.609,-9.121,-9.694,-8.375,-12.472,-10.283,-9.034,-16.266,-9.826,-6.629,-8.278,-18.302,-7.86,-7.688,-6.515,-11.808,-17.951,-9.052,-5.246,-5.916,-6.354,-13.831,-5.586,-6.226,-8.74,-13.478,-6.953,-7.768,-7.411,-9.622,-7.73,-8.465,-4.514,-8.824,-6.642,-7.24,-11.52,-4.623,-4.813,-4.899,-5.806,-5.802,-5.38,-5.932,-3.201,-4.74,-3.672,-2.908,-2.584,-3.569,-3.022,-3.857,-2.729,-6.813,-2.451,-6.707,-4.996,-11.169,-20.701,-13.647,-23.74,-27.683,-14.689,-14.218,-11.681,-17.581,-13.199,-18.071,-33.355,-20.265,-17.109,-27.06,-25.473,-15.063,-19.69,-20.735,-24.294,-4.885,-5.659,-9.999,-6.719,-6.016,-4.551,-11.837,-4.775,-3.366,-6.212,-5.571,-2.785,-2.949,-3.67,-3.633,-5.009,-3.947,-2.41,-3.606,-3.199,-25.591,-26.804,-36.759,-33.974,-35.91,-28.293,-39.158,-35.638,-22.167,-15.142,-2.72,-4.355,-4.827,-4.149,-5.549,-5.169,-4.133,-1.765,-6.935,-5.932,-16.092,-12.038,-8.547,-13.003,-8.766,-10.535,-8.601,-11.484,-9.905,-14.99,-9.673,-11.691,-14.791,-21.64,-11.021,-13.4,-13.45,-6.501,-9.256,-7.833,-3.065,-4.931,-3.544,-10.511,-4.819,-5.613,-4.144,-5.009,-3.93,-2.722,-11.146,-6.251,-13.369,-13.032,-8.527,-10.209,-14.966,-12.103,-16.276,-16.232,-10.665,-6.136,-8.923,-6.919,-6.261,-8.687,-8.319,-7.981,-9.859,-6.917,-8.406,-13.492,-8.265,-7.822,-11.333,-7.976,-11.709,-7.833,-9.724,-10.218,-6.124,-3.381,-5.286,-2.125,-6.6,-6.716,-5.556,-9.603,-6.775,-4.732,-9.904,-7.911,-10.545,-8.14,-14.223,-8.821,-10.293,-9.767,-7.297,-9.769,-10.719,-6.567,-6.533,-7.406,-4.975,-4.228,-5.882,-7.515,-10.434,-5.547,-15.134,-12.972,-27.175,-13.919,-22.657,-12.083,-16.746,-15.058,-13.085,-11.303,-5.832,-4.392,-2.408,-5.464,-7.358,-6.237,-5.867,-4.793,-8.307,-6.234,-5.062,-6.604,-12.861,-5.125,-8.833,-13.723,-5.175,-5.603,-7.08,-7.877,-23.824,-18.805,-25.284,-33.478,-29.69,-23.408,-29.557,-14.317,-31.129,-35.796,-5.832,-7.909,-7.766,-9.332,-7.896,-6.879,-7.53,-7.677,-10.403,-8.057,-4.221,-5.706,-4.486,-6.527,-6.132,-11.026,-5.812,-7.468,-5.269,-11.438,-6.022,-6.126,-13.203,-6.509,-7.399,-6.473,-7.236,-3.872,-5.724,-9.698,-5.511,-6.485,-3.697,-7.124,-7.448,-4.989,-4.501,-4.747,-6.896,-5.488,-9.34,-9.275,-10.867,-12.752,-11.735,-7.004,-7.817,-10.322,-9.378,-9.034,-5.279,-6.623,-5.498,-5.341,-6.545,-3.882,-5.791,-6.058,-5.898,-4.688,-9.02,-9.311,-7.382,-8.677,-12.218,-17.615,-11.811,-7.797,-11.489,-11.586,-10.11,-6.142,-6.305,-7.249,-5.443,-5.232,-5.839,-5.469,-8.824,-5.486,-8.33,-6.421,-8.3,-7.167,-7.612,-4.465,-9.567,-10.77,-7.302,-7.899,-6.69,-6.474,-6.858,-8.432,-6.89,-1.167,-4.952,-9.866,-7.94,-11.346,-3.384,-3.843,-11.138,-8.609,-6.611,-9.325,-10.512,-10.563,-8.929,-11.498,-12.006,-9.753,-11.093,-9.388,-8.919,-7.381,-4.406,-15.52,-11.103,-6.53,-7.204,-6.213,-6.253,-10.713,-4.87,-7.67,-7.366,-9.893,-5.923,-6.669,-8.671,-5.059,-9.083,-4.19,-12.733,-8.46,-10.562,-9.19,-13.067,-11.088,-5.58,-5.542,-5.114,-5.672,-8.853,-6.675,-4.445,-6.105,-7.357,-5.783,-4.806,-5.242,-6.283,-4.857,-5.397,-4.159,-4.27,-5.775,-5.145,-4.254,-5.277,-6.472,-9.961,-7.813,-7.316,-6.887,-8.927,-6.328,-6.948,-7.705,-5.721,-5.562,-6.664,-6.055,-6.582,-6.338,-5.881,-4.751,-6.212,-7.031,-2.868,-5.057,-4.784,-3.198,-5.51,-3.606,-6.976,-4.341,-5.314,-4.07,-3.673,-3.758,-5.282,-3.673,-4.225,-3.12,-4.878,-6.103,-5.018,-6.794,-5.171,-7.881,-6.062,-9.383,-4.274,-4.2,-7.524,-4.312,-5.905,-6.456,-7.501,-4.89,-5.892,-3.267,-2.322,-5.082,-7.827,-4.205,-5.019,-4.519,-8.127,-11.314,-5.696,-10.532,-5.693,-8.617,-3.599,-6.222,-6.389,-7.011,-3.265,-2.438,-2.179,-2.15,-1.573,-3.672,-5.405,-1.338,-1.992,-3.74,-7.788,-5.667,-6.414,-3.245,-4.099,-5.228,-7.098,-6.457,-5.908,-7.089,-5.042,-4.991,-3.474,-5.153,-5.659,-4.088,-3.004,-3.756,-5.749,-3.089,-5.821,-5.447,-6.395,-7.471,-8.237,-5.569,-4.434,-6.352,-8.399,-11.19,-5.439,-4.282,-2.381,-5.362,-5.406,-6.435,-4.006,-4.158,-5.063,-4.179,-3.711,-5.14,-6.948,-6.491,-6.26,-5.217,-6.95,-4.233,-7.231,-6.175,-11.817,-9.374,-11.625,-4.195,-6.138,-7.3,-6.505,-11.966,-10.133,-7.596,-5.67,-5.11,-5.709,-14.779,-2.42,-7.46,-4.297,-3.364,-4.455,-5.423,-3.363,-6.162,-3.472,-4.99,-4.365,-2.983,-5.683,-7.701,-5.743,-3.985,-9.796,-8.905,-7.04,-9.997,-9.414,-8.308,-12.779,-8.884,-5.299,-8.854,-7.818,-7.301,-5.967,-6.895,-5.941,-5.534,-2.758,-7.52,-3.57,-5.172,-16.365,-6.311,-15.49,-9.084,-9.236,-11.056,-11.445,-14.581,-11.035,-7.94,-3.959,-4.942,-7.818,-7.768,-4.048,-10.201,-3.947,-7.567,-4.172,-3.017,-4.427,-5.953,-5.016,-8.241,-5.893,-5.655,-7.836,-9.927,-10.076,-6.941,-13.603,-11.697,-13.898,-12.501,-9.168,-11.208,-10.034,-13.417,-10.655,-12.906,-6.215,-5.906,-6.053,-11.036,-6.051,-5.618,-10.596,-6.381,-5.4,-6.236,-4.358,-4.928,-4.217,-4.129,-7.677,-5.928,-5.623,-3.973,-5.446,-4.491,-6.849,-5.277,-6.096,-6.386,-8.59,-4.434,-3.446,-6.898,-4.009,-6.87,-7.08,-6.413,-7.231,-8.596,-9.327,-7.001,-5.993,-8.616,-8.605,-7.69,-12.151,-3.592,-13.083,-6.644,-10.81,-9.004,-6.889,-9.506,-14.034,-9.478,-11.903,-11.381,-12.047,-15.497,-16.238,-12.769,-10.592,-13.911,-18.622,-16.856,-3.702,-2.372,-4.602,-3.932,-5.415,-4.573,-6.113,-3.696,-5.805,-4.365,-6.695,-3.139,-5.102,-7.713,-5.515,-5.745,-6.369,-5.131,-7.063,-6.96,-4.798,-3.638,-5.578,-6.196,-7.07,-7.704,-4.395,-4.9,-7.555,-8.16,-8.994,-14.918,-13.091,-10.11,-6.893,-7.954,-5.411,-5.315,-3.231,-13.103,-14.178,-10.865,-12.37,-7.819,-10.638,-9.046,-9.152,-12.688,-10.824,-14.317,-4.773,-6.785,-5.964,-5.382,-5.923,-1.064,-6.079,-4.123,-5.522,-4.729,-7.489,-9.552,-7.666,-4.231,-9.201,-5.147,-6.987,-4.566,-6.81,-5.714,-3.717,-4.695,-3.29,-5.01,-6.825,-3.125,-9.587,-2.857,-4.535,-4.522,-6.822,-10.027,-6.417,-12.859,-4.19,-6.903,-8.296,-4.521,-8.26,-8.883,-6.525,-10.514,-11.342,-11.356,-11.276,-5.784,-13.925,-7.814,-15.137,-7.291,-3.424,-4.16,-3.494,-3.388,-7.022,-3.098,-3.846,-3.587,-3.176,-6.961,-4.985,-5.849,-2.771,-6.067,-4.245,-4.474,-3.166,-3.403,-5.625,-7.262,-4.718,-5.203,-4.607,-7.803,-6.268,-5.849,-3.586,-6.09,-4.785,-4.574,-3.186,-4.082,-5.483,-5.922,-3.698,-4.539,-2.998,-8.689,-4.54,-7.616,-6.655,-4.935,-5.363,-5.149,-5.738,-6.584,-4.34,-4.893,-5.305,-5.315,-7.498,-8.45,-7.544,-7.901,-9.27,-7.305,-2.529,-15.985,-11.36,-8.451,-3.186,-4.711,-5.64,-5.469,-3.446,-5.071,-5.301,-5.717,-5.965,-7.101,-3.825,-4.55,-4.912,-3.804,-2.954,-4.959,-4.009,-10.449,-6.821,-7.277,-5.76,-6.809,-5.031,-8.572,-4.582,-6.508,-5.858,-4.475,-4.642,-5.47,-8.98,-5.659,-7.681,-5.402,-5.15,-6.753,-5.576,-6.011,-7.607,-3.927,-3.683,-10.258,-4.592,-6.709,-10.236,-4.526,-4.741,-3.894,-11.456,-4.261,-6.992,-5.768,-6.504,-7.865,-7.062,-5.147,-4.915,-4.138,-5.819,-8.428,-6.065,-9.355,-8.757,-7.166,-11.723,-9.067,-6.947,-6.402,-7.973,-7.126,-8.423,-6.573,-5.422,-10.272,-8.042,-3.469,-6.197,-6.969,-6.924,-6.993,-9.937,-5.263,-6.7,-5.154,-5.357,-15.776,-10.536,-4.95,-10.303,-9.668,-8.512,-6.889,-8.182,-6.898,-6.608,-5.73,-9.338,-6.238,-8.399,-7.419,-4.948,-6.197,-5.411,-4.368,-6.436,-6.293,-4.543,-5.558,-12.848,-12.682,-7.402,-6.865,-7.539,-7.516,-5.664,-6.757,-6.479,-6.222,-6.177,-7.43,-2.871,-9.615,-9.115,-5.002,-3.265,-9.906,-5.119,-8.682,-9.676,-6.206,-2.436,-6.017,-1.887,-4.592,-5.002,-3.126,-5.185,-3.521,-6.21,-4.13,-6.508,-3.789,-4.296,-4.627,-4.866,-3.798,-7.623,-4.355,-5.373,-9.363,-7.849,-6.61,-7.265,-6.091,-6.996,-6.012,-8.158,-9.27,-6.939,-5.283,-8.463,-8.591,-11.74,-9.703,-7.909,-6.009,-7.824,-8.133,-14.95,-7.099,-7.332,-6.296,-6.119,-8.157,-8.435,-3.556,-6.729,-7.924,-13.232,-7.355,-6.784,-6.364,-7.068,-7.209,-7.059,-6.864,-5.833,-6.808,-6.099,-7.278,-13.076,-10.628,-12.776,-16.087,-14.281,-12.956,-14.25,-10.39,-13.362,-11.804,-5.76,-4.418,-7.785,-3.313,-8.359,-7.399,-8.186,-7.219,-7.265,-7.305,-3.495,-7.396,-7.382,-3.912,-4.3,-0.577,-6.458,-6.822,-7.82,-7.03,-6.126,-5.605,-5.186,-4.363,-4.679,-4.192,-10.072,-8.605,-7.802,-7.893,-4.21,-4.225,-1.912,-4.351,-3.339,-3.997,-6.548,-7.331,-4.808,-6.907,-17.18,-12.222,-10.205,-9.294,-12.516,-10.428,-10.785,-13.017,-17.092,-12.074,-6.739,-7.761,-11.269,-11.508,-11.666,-6.791,-13.697,-6.367,-7.1,-8.537,-10.634,-14.492,-14.772,-16.952,-14.185,-15.166,-16.71,-31.312,-23.003,-31.498,-8.969,-4.383,-3.769,-7.34,-4.336,-4.182,-4.42,-3.882,-4.111,-3.19,-6.933,-8.237,-6.548,-6.383,-5.084,-5.768,-6.173,-4.512,-3.815,-7.189,-5.428,-4.436,-5.611,-6.189,-3.352,-7.556,-5.296,-4.657,-3.614,-6.649,-7.177,-6.976,-3.632,-4.527,-8.417,-6.117,-5.518,-5.125,-6.453,-7.072,-4.461,-4.94,-5.754,-3.171,-4.948,-5.959,-4.5,-5.922,-3.33,-6.556,-2.533,-2.341,-12.853,-1.986,-5.615,-5.533,-11.665,-4.431,-2.928,-2.469,-6.489,-5.58,-4.425,-5.22,-6.402,-4.053,-4.543,-4.001,-2.796,-4.478,-6.263,-8.663,-3.626,-5.856,-3.809,-2.622,-5.339,-4.253,-5.606,-5.55,-7.327,-5.279,-11.018,-7.086,-3.857,-9.161,-7.336,-9.976,-6.619,-6.54,-13.34,-7.911,-7.463,-5.559,-7.865,-5.635,-13.037,-9.478,-13.496,-5.919,-6.61,-4.26,-8.346,-9.807,-7.07,-10.922,-6.041,-6.314,-7.156,-6.617,-4.596,-5.273,-7.626,-8.58,-6.705,-3.292,-4.259,-5.266,-7.633,-4.61,-8.16,-4.233,-8.251,-3.834,-7.872,-9.566,-6.379,-5.35,-5.081,-5.314,-3.898,-6.896,-3.21,-5.338,-2.499,-4.673,-5.11,-7.177,-7.417,-8.112,-5.684,-5.422,-1.606,-7.066,-9.861,-4.971,-10.759,-6.324,-16.362,-4.642,-4.573,-4.252,-3.474,-3.554,-3.037,-4.461,-3.332,-4.601,-9.372,-13.406,-11.135,-16.952,-13.271,-16.529,-11.484,-20.588,-18.071,-14.848,-14.348,-8.352,-8.216,-6.469,-6.099,-9.125,-8.201,-5.192,-6.935,-5.855,-6.882,-5.589,-6.798,-5.995,-6.73,-7.443,-3.859,-4.54,-9.323,-4.984,-4.474,-9.81,-11.79,-11.547,-12.076,-11.694,-10.031,-12.259,-10.02,-17.227,-13.679,-8.911,-10.35,-6.147,-7.768,-6.813,-7.429,-13.75,-4.756,-6.007,-5.784,-6.502,-2.224,-6.811,-6.326,-3.756,-6.69,-6.856,-5.102,-6.052,-4.734,-4.649,-4.776,-4.386,-5.475,-3.308,-5.956,-4.803,-3.696,-4.291,-6.775,-3.197,-2.871,-3.287,-2.892,-3.449,-4.247,-3.828,-2.704,-5.171,-3.397,-4.849,-4.508,-4.846,-5.902,-9.443,-4.884,-6.164,-6.609,-2.868,-8.37,-9.02,-13.637,-7.382,-15.393,-17.384,-12.529,-15.11,-18.835,-5.922,-12.889,-5.76,-6.508,-6.015,-5.066,-5.551,-5.079,-5.751,-7.189,-4.575,-6.874,-7.569,-8.844,-7.355,-6.838,-6.761,-6.913,-6.197,-7.025,-6.37,-9.788,-4.304,-9.067,-7.623,-5.385,-5.129,-4.886,-2.881,-5.772,-5.84,-4.469,-6.179,-4.927,-8.366,-3.94,-6.217,-6.303,-5.6,-9.841,-5.303,-9.131,-8.736,-2.812,-5.632,-5.014,-5.119,-3.806,-3.895,-10.8,-5.837,-7.591,-6.441,-4.602,-7.839,-8.414,-6.969,-5.105,-8.647,-11.042,-12.526,-15.645,-26.117,-30.016,-27.108,-13.053,-13.648,-32.894,-27.54,-17.543,-7.305,-14.932,-21.343,-19.285,-22.616,-25.066,-16.111,-19.837,-14.365,-18.457,-17.241,-22.377,-5.564,-4.44,-6.81,-4.69,-5.189,-4.065,-6.259,-3.825,-5.78,-3.941,-9.189,-6.567,-10.4,-4.995,-10.062,-8.201,-10.39,-10.576,-6.928,-8.841,-6.311,-4.432,-6.499,-4.195,-9.351,-6.879,-4.763,-4.97,-5.746,-8.976,-7.818,-5.351,-7.921,-5.023,-5.241,-4.576,-4.863,-5.982,-5.888,-3.729,-10.023,-9.973,-11.497,-6.416,-7.303,-9.395,-9.042,-10.201,-8.586,-6.704,-11.239,-7.719,-6.013,-8.513,-14.448,-5.874,-8.309,-7.688,-8.323,-5.241,-7.146,-8.093,-6.988,-7.797,-5.847,-8.368,-7.08,-7.385,-12.931,-4.156,-9.443,-12.326,-10.933,-11.86,-11.796,-11.532,-11.535,-11.062,-13.654,-11.876,-11.823,-11.876,-6.933,-13.01,-11.873,-12.099,-13.962,-3.57,-15.835,-12.61,-13.03,-10.641,-11.824,-16.925,-18.532,-15.336,-12.539,-14.235,-12.948,-12.515,-7.218,-7.657,-5.009,-9.344,-8.08,-7.684,-8.19,-7.389,-6.556,-11.054,-2.926,-3.671,-4.612,-4.112,-6.373,-6.594,-3.834,-4.657,-7.175,-4.484,-13.043,-14.901,-13.751,-22.703,-17.122,-14.641,-14.548,-24.799,-12.522,-14.472,-5.143,-3.176,-3.19,-6.09,-7.048,-6.487,-5.379,-3.563,-5.412,-5.741,-9.483,-5.502,-5.012,-11.958,-7.968,-8.896,-5.427,-5.89,-9.111,-7.294,-14.114,-10.626,-14.697,-13.027,-6.564,-19.554,-12.942,-7.724,-22.339,-13.075,-7.866,-5.909,-4.506,-6.298,-8.819,-8.919,-6.699,-6.168,-5.644,-7.526,-8.684,-25.339,-23.889,-6.317,-5.613,-11.425,-12.756,-7.24,-4.736,-9.867,-6.458,-8.293,-7.141,-6.877,-9.104,-5.797,-5.397,-5.06,-5.269,-6.464,-8.8,-8.475,-13.385,-10.796,-13.142,-14.334,-6.604,-11.749,-11.316,-11.221,-15.378,-16.834,-8.917,-7.193,-8.123,-12.263,-8.681,-9.544,-16.409,-27.086,-8.806,-12.573,-10.767,-14.061,-7.265,-13.249,-7.85,-8.506,-11.849,-12.326,-22.519,-25.418,-26.804,-22.838,-27.704,-22.209,-25.695,-35.638,-26.953,-26.764,-5.025,-11.225,-4.055,-6.963,-5.201,-3.159,-6.139,-6.003,-9.954,-5.126,-8.673,-4.826,-6.508,-7.998,-5.632,-5.109,-6.306,-6.225,-4.393,-8.052,-5.233,-3.686,-4.959,-8.332,-6.037,-4.009,-5.985,-4.571,-7.32,-4.765,-5.868,-3.158,-6.547,-4.601,-5.965,-3.09,-4.162,-6.767,-6.411,-3.212,-6.004,-5.002,-4.946,-3.436,-4.203,-7.249,-4.626,-7.368,-6.897,-6.63,-5.791,-5.766,-4.851,-3.698,-6.906,-2.017,-5.262,-5.286,-5.122,-3.573,-8.23,-5.131,-6.749,-8.484,-9.158,-6.516,-3.894,-7.672,-9.153,-4.421,-16.083,-24.27,-17.746,-17.595,-19.366,-15.778,-16.457,-18.613,-14.608,-27.07,-16.083,-24.27,-17.746,-17.595,-19.366,-17.379,-15.778,-16.457,-14.608,-22.917,-5.949,-5.689,-6.625,-5.881,-6.899,-7.0,-4.842,-7.569,-7.889,-8.215,-9.339,-9.607,-7.746,-5.266,-6.108,-4.718,-6.998,-9.296,-11.219,-10.821,-7.11,-7.974,-7.596,-5.839,-8.516,-9.72,-10.502,-4.677,-9.21,-4.729,-5.109,-11.089,-11.402,-10.948,-7.407,-8.01,-4.92,-5.454,-8.82,-7.87,-4.014,-6.301,-12.58,-14.839,-6.074,-22.474,-6.97,-5.618,-8.012,-7.059,-0.517,-3.643,-2.552,-1.167,-2.289,-5.307,-0.552,0.92,-4.923,-3.88,-4.246,-13.181,-10.479,-14.362,-3.838,-8.144,-7.711,-9.128,-8.345,-9.314,-3.318,-3.617,-4.582,-4.55,-3.32,-3.38,-2.761,-4.648,-4.941,-3.805,-7.463,-5.316,-7.478,-4.062,-6.94,-10.265,-6.86,-5.452,-4.561,-5.19,-5.298,-6.998,-4.596,-5.727,-6.886,-6.801,-10.047,-6.202,-7.828,-4.959,-13.478,-13.303,-7.162,-13.961,-4.946,-5.865,-13.501,-4.858,-15.074,-13.203,-8.414,-7.774,-15.04,-9.517,-12.538,-9.67,-6.886,-15.2,-4.528,-8.575,-6.367,-6.489,-6.333,-7.285,-5.292,-6.707,-8.069,-7.346,-5.861,-6.339,-3.499,-6.769,-4.088,-3.935,-2.415,-3.551,-4.263,-8.032,-6.0,-8.971,-7.064,-17.796,-11.599,-10.541,-16.208,-17.461,-11.944,-11.831,-10.364,-9.499,-5.341,-4.166,-4.004,-4.813,-3.444,-6.082,-3.983,-4.31,-6.274,-5.379,-30.53,-15.628,-13.254,-25.111,-15.018,-9.291,-15.212,-18.103,-13.017,-18.071,-4.802,-8.138,-4.965,-4.837,-5.73,-5.584,-8.761,-4.8,-5.104,-13.131,-5.807,-5.872,-10.214,-3.57,-3.813,-8.652,-5.726,-4.396,-6.576,-8.664,-4.556,-5.846,-10.283,-8.937,-13.044,-13.58,-4.538,-6.41,-12.197,-10.628,-7.241,-4.828,-5.522,-7.055,-5.483,-6.46,-4.477,-4.612,-5.569,-3.453,-6.83,-3.634,-3.083,-6.889,-8.085,-5.552,-5.965,-4.915,-3.823,-4.418,-11.274,-8.308,-6.51,-5.529,-7.109,-9.207,-4.981,-4.808,-5.114,-14.657,-3.549,-4.43,-3.441,-2.649,-4.215,-4.509,-6.152,-4.151,-5.216,-4.099,-4.424,-4.386,-4.272,-4.289,-4.313,-4.274,-3.808,-4.847,-3.627,-2.681,-8.698,-9.969,-8.152,-9.843,-3.604,-4.181,-5.105,-9.766,-6.566,-4.643,-5.541,-4.04,-4.025,-5.119,-4.212,-5.703,-3.793,-4.276,-5.131,-11.342,-3.063,-4.103,-3.427,-3.487,-4.22,-4.31,-3.679,-2.522,-3.805,-1.945,-4.891,-6.276,-4.086,-6.279,-5.973,-3.706,-5.347,-6.702,-4.956,-8.29,-4.045,-5.547,-7.806,-7.224,-2.591,-4.262,-6.001,-4.232,-5.8,-5.788,-5.899,-4.686,-4.237,-3.66,-5.429,-5.238,-3.28,-4.232,-4.494,-3.99,-4.053,-7.174,-4.164,-4.711,-3.089,-10.748,-4.267,-3.499,-3.688,-3.616,-5.483,-7.509,-7.187,-2.807,-4.76,-6.1,-7.565,-4.242,-5.609,-4.971,-5.733,-5.48,-3.5,-6.987,-5.709,-2.45,-4.774,-5.326,-3.84,-5.634,-6.281,-9.376,-8.659,-7.133,-9.397,-5.243,-6.449,-8.788,-7.648,-8.207,-5.898,-4.417,-2.433,-3.689,-7.462,-2.407,-3.921,-4.386,-4.382,-3.145,-6.32,-3.501,-7.285,-3.819,-8.245,-3.13,-2.245,-3.211,-6.872,-5.15,-4.407,-2.649,-3.166,-4.733,-3.402,-4.191,-4.817,-3.017,-2.793,-3.223,-4.586,-7.38,-8.406,-2.48,-7.21,-4.871,-5.984,-5.805,-6.726,-6.174,-8.392,-9.718,-9.308,-10.752,-14.824,-10.974,-7.733,-5.884,-6.704,-5.714,-5.992,-5.814,-4.285,-7.14,-4.11,-5.02,-4.745,-6.672,-7.088,-5.126,-12.743,-12.26,-21.918,-37.609,-39.053,-25.234,-31.726,-39.869,-37.754,-36.252,-9.331,-8.7,-10.058,-10.286,-4.947,-4.523,-8.23,-14.769,-6.984,-9.237,-4.149,-5.623,-4.925,-10.685,-3.447,-2.854,-6.155,-5.032,-4.105,-5.485,-4.163,-6.557,-4.36,-4.747,-8.475,-2.973,-14.14,-4.805,-4.384,-3.974,-7.842,-8.181,-8.729,-6.924,-11.008,-5.064,-8.702,-12.38,-8.632,-8.929,-7.245,-6.491,-7.265,-5.531,-4.339,-4.905,-4.997,-3.403,-6.949,-3.668,-6.219,-5.436,-5.978,-6.406,-4.671,-5.964,-13.371,-7.32,-9.12,-3.324,-6.516,-7.708,-6.43,-7.018,-5.037,-7.863,-6.325,-6.037,-8.229,-7.939,-7.768,-6.346,-5.797,-4.815,-4.953,-0.155,-4.449,-4.063,-7.66,-4.501,-8.072,-4.476,-5.943,-5.757,-8.57,-5.178,-11.617,-5.009,-4.835,-5.438,-4.441,-3.708,-4.145,-4.469,-4.441,-5.078,-2.729,-5.436,-4.853,-3.572,-4.811,-7.355,-7.181,-4.797,-7.085,-7.312,-9.844,-11.733,-8.366,-11.938,-5.47,-9.298,-6.436,-10.304,-8.626,-10.823,-9.86,-6.322,-9.77,-7.392,-5.021,-7.47,-5.482,-5.653,-5.121,-6.185,-7.519,-9.68,-4.255,-7.848,-5.431,-5.45,-2.876,-5.338,-5.584,-5.709,-6.16,-3.914,-7.313,-4.087,-4.899,-5.508,-6.606,-7.666,-7.078,-5.215,-8.582,-5.307,-9.036,-7.379,-7.554,-7.431,-9.92,-9.44,-6.372,-8.435,-6.243,-5.049,-11.4,-12.085,-5.477,-3.509,-3.868,-4.867,-5.023,-3.592,-4.312,-4.717,-5.57,-4.161,-3.509,-2.695,-4.664,-2.985,-4.196,-6.117,-5.964,-3.54,-2.698,-4.327,-5.531,-4.877,-4.535,-3.453,-6.86,-5.509,-5.46,-4.415,-2.459,-4.763,-7.498,-7.901,-2.529,-15.985,-11.36,-4.084,-12.526,-5.796,-2.201,-8.216,-5.498,-5.818,-5.097,-7.948,-5.905,-5.205,-6.159,-7.403,-8.017,-4.426,-9.142,-6.731,-6.92,-8.269,-6.035,-11.414,-11.522,-6.57,-11.568,-9.213,-5.652,-6.358,-7.877,-10.179,-8.036,-9.91,-10.596,-6.049,-9.04,-4.882,-8.305,-7.737,-8.3,-5.764,-7.176,-7.554,-5.428,-5.493,-7.052,-7.974,-4.707,-8.897,-13.858,-4.537,-4.916,-4.488,-8.526,-14.929,-5.182,-5.215,-6.79,-6.794,-7.704,-7.299,-5.608,-6.046,-6.183,-8.043,-5.862,-6.435,-8.557,-7.2,-7.292,-5.448,-5.563,-5.873,-4.295,-10.069,-9.187,-5.352,-3.881,-5.26,-6.89,-5.432,-1.894,-3.717,-4.841,-5.106,-5.678,-6.56,-8.46,-7.895,-5.945,-5.842,-8.535,-9.116,-6.751,-5.177,-6.448,-4.589,-6.608,-6.61,-7.069,-7.141,-4.461,-7.671,-7.021,-8.685,-5.294,-6.172,-6.861,-9.743,-9.094,-5.622,-10.605,-5.21,-8.344,-8.711,-9.667,-8.771,-3.775,-5.352,-4.053,-4.103,-4.156,-4.759,-5.836,-3.779,-4.184,-4.425,-11.403,-9.415,-10.658,-10.817,-4.721,-9.456,-5.259,-7.495,-8.88,-8.256,-5.79,-5.919,-5.26,-7.462,-9.279,-7.957,-7.102,-6.193,-6.21,-9.173,-6.486,-6.592,-6.595,-5.31,-8.39,-13.293,-6.378,-5.157,-19.28,-5.39,-5.123,-6.184,-8.112,-8.88,-6.781,-3.916,-3.513,-7.486,-4.301,-6.859,-5.194,-4.46,-3.908,-5.875,-3.232,-5.402,-5.035,-4.282,-3.396,-4.373,-9.484,-8.325,-5.775,-8.264,-11.022,-4.522,-8.131,-9.461,-7.644,-7.03,-7.871,-9.307,-8.193,-6.031,-8.785,-9.456,-11.238,-5.738,-6.381,-7.972,-7.211,-8.485,-7.066,-9.189,-8.543,-11.04,-8.244,-7.005,-9.272,-7.64,-27.928,-13.311,-17.679,-22.704,-21.53,-22.729,-20.773,-27.806,-21.617,-27.471,-2.655,-2.082,-5.42,-1.098,-4.28,-4.185,-3.224,-3.512,-3.103,-2.008,-3.061,-4.238,-8.354,-5.435,-3.437,-4.834,-5.832,-6.052,-8.46,-3.374,-17.473,-6.805,-4.523,-9.798,-7.093,-12.023,-7.762,-4.187,-5.655,-6.137,-5.943,-6.076,-8.915,-5.562,-5.4,-4.272,-5.634,-4.158,-12.777,-1.951,-3.217,-3.243,-6.294,-3.336,-5.854,-4.27,-5.621,-5.76,-7.369,-4.275,-5.273,-3.614,-6.049,-4.982,-4.801,-5.881,-5.862,-4.076,-5.723,-4.669,-7.386,-5.96,-5.044,-8.775,-7.763,-5.363,-6.403,-9.227,-12.713,-5.18,-5.343,-10.22,-5.391,-5.85,-3.663,-5.715,-5.01,-2.515,-9.869,-4.797,-13.087,-10.751,-22.101,-8.304,-9.148,-8.482,-5.731,-6.066,-15.28,-5.788,-6.183,-5.098,-3.641,-4.804,-5.172,-4.343,-5.86,-5.481,-0.295,-5.168,-6.814,-5.52,-5.412,-3.868,-2.653,-6.282,-6.846,-5.994,-6.891,-4.428,-18.09,-10.969,-12.264,-10.815,-10.131,-8.926,-8.617,-11.95,-24.202,-8.006,-3.524,-4.9,-5.576,-4.441,-2.523,-5.833,-3.884,-5.765,-5.336,-4.783,-6.075,-5.834,-3.566,-4.212,-4.517,-6.085,-6.815,-6.535,-5.001,-6.998,-4.187,-5.395,-4.573,-3.868,-4.908,-3.256,-3.893,-5.672,-6.981,-3.269,-5.478,-6.047,-4.921,-4.775,-6.177,-3.51,-5.868,-5.704,-4.691,-5.319,-13.108,-3.155,-7.202,-5.72,-2.318,-5.211,-5.358,-7.989,-4.784,-6.189,-2.902,-6.946,-7.14,-9.381,-10.126,-6.902,-7.1,-7.924,-3.189,-6.279,-7.968,-4.638,-3.395,-7.343,-8.136,-4.773,-5.437,-5.181,-8.642,-9.713,-7.128,-11.731,-11.52,-8.331,-7.553,-8.158,-5.698,-6.428,-3.552,-6.928,-4.618,-9.272,-2.555,-7.634,-5.468,-4.738,-3.793,-7.923,-4.581,-5.873,-4.803,-6.508,-6.426,-9.217,-4.485,-4.628,-5.432,-5.351,-5.168,-3.546,-4.902,-5.49,-4.43,-6.677,-4.44,-3.205,-5.494,-4.991,-6.814,-7.037,-3.28,-3.324,-3.003,-5.797,-2.771,-1.387,-5.16,-4.354,-6.078,-6.378,-4.799,-4.495,-6.852,-6.704,-5.589,-5.961,-5.715,-3.016,-6.786,-6.669,-5.799,-7.525,-7.018,-3.395,-6.261,-4.673,-5.295,-5.926,-9.732,-18.911,-3.023,-1.562,-3.141,-3.137,-3.086,-4.566,-3.536,-4.004,-7.094,-2.63,-3.791,-4.517,-5.101,-7.978,-5.89,-8.572,-8.178,-9.562,-4.151,-2.545,-7.643,-6.015,-2.855,-6.801,-3.308,-6.708,-4.729,-3.19,-4.052,-9.211,-5.766,-5.934,-4.746,-7.084,-5.229,-7.382,-7.021,-7.872,-6.222,-6.19,-10.572,-7.721,-7.092,-4.432,-10.814,-4.601,-4.751,-5.168,-10.238,-3.615,-4.671,-4.995,-5.831,-6.999,-3.626,-7.173,-4.398,-5.629,-10.395,-7.318,-4.756,-12.136,-5.516,-9.709,-6.487,-10.699,-4.384,-4.701,-12.791,-9.032,-7.445,-5.414,-2.657,-4.193,-4.065,-4.724,-6.947,-9.259,-5.358,-3.107,-5.158,-4.184,-4.923,-4.229,-5.082,-5.874,-4.535,-6.299,-6.875,-4.956,-6.363,-4.443,-5.1,-7.272,-3.183,-6.197,-0.656,-2.002,-3.666,-6.949,-7.431,-6.219,-7.16,-6.265,-4.812,-7.869,-6.079,-5.717,-6.915,-4.88,-3.543,-3.169,-2.23,-2.608,-6.712,-3.023,-2.793,-4.764,-3.162,-7.146,-0.007,-2.819,0.522,-4.555,-3.905,-1.9,-2.282,-4.015,-4.628,-2.667,-6.903,-4.572,-6.932,-6.142,-6.217,-8.52,-10.149,-10.414,-9.086,-7.47,-7.399,-6.525,-7.639,-7.642,-9.016,-8.744,-7.588,-8.108,-8.598,-8.343,-12.049,-10.068,-11.6,-7.842,-7.292,-11.367,-9.192,-8.538,-15.913,-12.767,-7.064,-6.638,-4.947,-4.262,-4.842,-6.681,-5.019,-4.513,-6.257,-7.046,-5.23,-4.851,-3.313,-8.477,-7.291,-3.391,-4.255,-4.826,-4.903,-2.598,-6.417,-4.931,-4.038,-6.439,-3.226,-5.948,-7.571,-7.661,-6.577,-6.916,-5.449,-5.024,-9.533,-4.04,-5.297,-7.062,-2.641,-3.334,-4.435,-5.979,-13.964,-5.743,-13.609,-14.222,-13.391,-16.544,-13.165,-14.978,-4.679,-6.083,-7.325,-6.866,-8.169,-9.339,-9.456,-9.313,-9.718,-13.558,-13.483,-10.708,-5.157,-3.668,-3.892,-4.067,-4.68,-4.316,-4.538,-4.001,-3.906,-3.668,-7.223,-5.844,-4.898,-6.439,-7.09,-4.893,-6.56,-7.162,-5.339,-6.895,-3.697,-5.458,-5.128,-6.016,-8.193,-7.67,-4.575,-5.743,-6.889,-6.273,-4.515,-6.967,-2.923,-5.329,-7.725,-6.76,-5.514,-9.761,-6.959,-7.709,-5.177,-7.041,-9.096,-6.371,-8.416,-8.643,-6.278,-4.838,-4.811,-3.437,-3.747,-2.784,-6.498,-5.884,-6.253,-7.61,-5.537,-7.639,-6.752,-5.609,-6.61,-4.115,-5.502,-6.057,-4.405,-5.522,-6.278,-4.838,-4.811,-3.437,-3.747,-2.784,-6.498,-5.884,-6.253,-7.61,-5.653,-5.356,-4.86,-7.174,-4.624,-14.34,-8.357,-3.97,-4.446,-3.966,-8.6,-8.958,-8.772,-7.811,-3.34,-9.664,-8.464,-11.651,-11.161,-7.457,-7.381,-9.088,-4.704,-10.101,-8.832,-6.907,-6.335,-7.432,-8.506,-6.442,-5.94,-4.292,-4.796,-5.448,-5.442,-4.592,-4.093,-5.065,-5.068,-8.11,-3.51,-5.274,-6.974,-4.913,-6.272,-5.666,-6.768,-3.888,-5.954,-6.574,-6.623,-7.981,-7.034,-5.516,-5.157,-5.424,-4.116,-7.105,-2.893,-4.22,-3.564,-4.97,-4.13,-2.771,-5.861,-5.051,-3.592,-6.611,-6.988,-6.324,-4.457,-6.406,-5.095,-3.778,-4.456,-6.283,-3.52,-5.148,-8.158,-4.32,-8.361,-7.768,-6.814,-7.17,-6.354,-3.579,-12.318,-9.703,-7.405,-3.318,-4.802,-3.53,-1.772,-2.569,-3.537,-4.129,-2.632,-2.529,-2.849,-3.188,-9.206,-4.885,-4.094,-5.076,-3.826,-5.859,-11.428,-4.947,-4.368,-6.85,-8.869,-8.533,-7.073,-6.018,-4.485,-9.321,-4.096,-8.282,-3.459,-4.59,-6.982,-5.986,-4.204,-3.42,-8.005,-3.191,-5.308,-5.683,-6.211,-6.135,-6.596,-5.749,-6.011,-7.265,-6.781,-7.615,-6.652,-6.258,-5.701,-4.501,-1.654,-2.966,-4.54,-4.494,-2.635,-3.245,-4.237,-3.706,-2.967,-6.091,-7.718,-9.676,-6.626,-4.818,-5.215,-6.061,-5.684,-7.759,-2.753,-8.532,-8.498,-11.83,-9.997,-13.738,-11.641,-9.649,-17.389,-9.49,-9.022,-8.123,-10.15,-6.289,-13.141,-7.825,-9.947,-8.101,-7.365,-7.753,-9.501,-5.358,-6.213,-5.886,-7.35,-8.838,-14.514,-6.808,-14.113,-13.839,-8.114,-4.08,-5.412,-3.015,-4.156,-5.767,-12.066,-4.488,-12.181,-5.914,-5.076,-3.781,-2.18,-6.932,-5.158,-13.087,-3.104,-6.978,-10.022,-5.551,-3.391,-4.256,-4.92,-4.251,-5.566,-6.24,-7.221,-5.181,-6.557,-6.451,-4.349,-4.038,-2.228,-7.002,-8.644,-9.401,-12.391,-7.017,-2.331,-11.4,-6.779,-4.451,-8.713,-6.435,-5.378,-2.949,-5.821,-9.349,-9.158,-6.19,-8.091,-5.559,-6.696,-4.82,-8.552,-6.319,-8.326,-7.987,-6.716,-7.087,-6.393,-8.821,-5.943,-2.896,-4.102,-9.453,-4.368,-4.487,-3.289,-3.323,-5.716,-7.036,-6.691,-9.542,-6.114,-6.287,-6.19,-20.17,-6.093,-6.709,-4.404,-19.334,-15.622,-18.867,-18.251,-17.561,-18.974,-17.961,-17.64,-22.271,-19.203,-13.211,-5.634,-7.043,-8.38,-10.597,-8.71,-12.384,-14.809,-11.89,-9.062,-21.34,-15.938,-15.948,-13.765,-14.285,-15.38,-16.553,-18.762,-18.892,-4.838,-3.864,-5.428,-6.36,-5.865,-4.719,-10.792,-4.978,-4.439,-5.517,-2.947,-6.631,-5.612,-6.732,-5.198,-3.828,-5.422,-6.418,-10.352,-5.663,-9.266,-7.456,-8.885,-8.774,-6.563,-5.123,-6.018,-6.454,-5.243,-7.318,-15.926,-12.755,-12.51,-17.293,-11.948,-15.664,-16.349,-10.623,-13.604,-8.192,-6.719,-9.358,-11.755,-8.146,-6.862,-13.136,-5.643,-17.219,-7.489,-10.525,-11.689,-7.36,-8.45,-10.383,-9.411,-17.067,-12.519,-12.006,-10.929,-13.178,-3.662,-4.284,-5.028,-2.717,-5.439,-6.22,-3.895,-5.28,-5.578,-6.497,-7.123,-7.151,-7.256,-7.512,-4.699,-5.544,-7.126,-7.461,-5.27,-7.466,-3.839,-4.526,-6.015,-5.276,-3.573,-7.123,-7.638,-5.942,-5.704,-5.759,-11.63,-11.647,-8.02,-10.022,-9.547,-10.063,-6.954,-12.79,-9.079,-12.511,-4.498,-4.896,-5.645,-5.906,-7.815,-2.703,-6.52,-4.4,-3.368,-4.304,-8.045,-8.333,-9.441,-6.518,-6.432,-6.985,-8.954,-10.879,-7.915,-7.227,-4.845,-5.682,-5.325,-6.125,-8.653,-31.414,-6.95,-5.566,-5.527,-11.95,-20.946,-10.839,-34.386,-20.319,-27.317,-16.519,-8.949,-13.628,-21.368,-9.204,-3.968,-5.702,-5.755,-7.223,-7.131,-9.433,-5.905,-6.073,-5.276,-6.064,-7.089,-7.131,-4.287,-4.515,-7.034,-4.604,-2.739,-8.097,-6.333,-7.388,-8.128,-8.624,-3.718,-8.595,-13.95,-8.229,-8.167,-8.963,-7.087,-7.636,-4.474,-6.108,-3.555,-7.055,-5.424,-5.496,-4.705,-3.377,-4.295,-6.787,-5.467,-4.545,-6.661,-6.619,-5.242,-6.232,-5.397,-6.655,-9.055,-4.809,-9.28,-7.993,-7.065,-5.342,-12.319,-4.743,-7.874,-9.917,-8.03,-7.155,-4.999,-7.916,-9.925,-8.433,-4.507,-9.069,-10.729,-5.212,-8.519,-6.337,-14.891,-12.111,-13.435,-9.944,-10.363,-11.581,-12.052,-27.962,-24.467,-12.138,-7.384,-4.079,-3.533,-2.85,-2.672,-3.581,-3.277,-5.008,-3.138,-4.322,-6.529,-9.789,-3.705,-6.274,-7.632,-8.237,-6.021,-5.512,-4.839,-4.872,-16.89,-17.892,-12.115,-5.601,-7.578,-10.611,-12.849,-18.607,-10.066,-8.869,-8.649,-7.42,-4.87,-6.382,-6.61,-5.796,-7.59,-8.024,-5.989,-5.645,-2.183,-5.006,-5.432,-3.424,-4.07,-5.347,-3.725,-5.894,-4.475,-5.005,-5.72,-7.552,-6.399,-4.585,-6.372,-7.431,-6.819,-7.161,-6.393,-9.205,-3.424,-13.108,-3.834,-5.953,-6.024,-13.299,-9.408,-12.864,-9.464,-7.312,-4.483,-5.365,-5.933,-5.473,-6.615,-4.987,-7.071,-5.358,-7.876,-6.212,-3.245,-2.6,-4.073,-5.711,-3.885,-3.45,-4.311,-4.951,-2.821,-3.81,-6.654,-4.935,-12.875,-4.666,-7.437,-9.76,-5.953,-7.803,-8.588,-4.805,-4.39,-5.357,-9.809,-8.599,-5.326,-5.296,-4.352,-6.643,-6.953,-4.948,-6.696,-5.136,-5.276,-9.61,-4.798,-10.333,-9.779,-5.53,-4.845,-6.105,-7.927,-11.706,-8.127,-11.721,-8.206,-9.45,-10.356,-8.043,-10.666,-11.742,-6.518,-4.949,-6.222,-7.145,-6.723,-8.944,-5.072,-4.543,-7.155,-6.923,-4.327,-5.475,-6.297,-2.123,-4.096,-10.809,-5.242,-6.072,-5.443,-10.4,-5.321,-9.316,-4.485,-7.193,-8.638,-5.958,-8.671,-5.676,-12.511,-8.803,-3.894,-3.809,-4.074,-3.39,-6.181,-5.322,-8.016,-3.106,-5.624,-4.495,-7.38,-5.027,-6.035,-8.932,-4.869,-8.284,-9.358,-12.059,-6.326,-8.044,-2.827,-3.72,-4.802,-3.061,-2.749,-3.103,-3.258,-5.534,-2.949,-3.771,-5.64,-5.324,-5.746,-3.911,-4.444,-4.792,-6.852,-4.036,-5.441,-5.436,-5.375,-3.736,-4.802,-6.666,-4.84,-5.81,-7.682,-5.191,-5.255,-4.941,-5.144,-8.078,-5.475,-7.509,-4.211,-8.63,-2.48,-8.152,-7.609,-8.103,-3.862,-6.002,-4.292,-3.693,-7.191,-2.776,-4.278,-6.621,-5.816,-4.543,-6.278,-4.838,-4.811,-3.437,-3.747,-2.784,-6.498,-5.884,-6.253,-7.61,-6.278,-4.838,-4.811,-3.437,-3.747,-2.784,-6.498,-5.884,-6.253,-7.61,-4.906,-6.062,-9.881,-7.149,-6.11,-5.883,-6.449,-7.074,-7.712,-6.502,-7.399,-7.867,-8.645,-5.276,-7.58,-6.246,-6.887,-5.292,-7.096,-8.172,-5.869,-4.074,-4.657,-1.582,-3.632,-4.311,-6.629,-7.494,-6.065,-3.367,-5.537,-5.038,-6.393,-6.274,-10.649,-4.504,-7.867,-5.294,-8.475,-5.89,-3.061,-6.642,-4.713,-4.336,-6.0,-6.358,-5.115,-6.474,-7.57,-7.273,-8.675,-17.216,-11.423,-11.388,-14.518,-10.499,-17.148,-11.664,-9.667,-4.899,-8.675,-17.076,-11.423,-11.388,-10.499,-17.148,-11.664,-9.667,-4.899,-11.929,-5.283,-7.834,-5.564,-6.253,-3.614,-6.724,-5.776,-6.379,-6.699,-6.041,-8.605,-5.844,-5.271,-8.377,-7.601,-6.819,-4.505,-7.594,-6.639,-7.3,-9.87,-7.928,-12.591,-5.7,-6.032,-7.666,-6.249,-9.021,-6.434,-8.713,-3.493,-5.762,-6.482,-4.38,-3.919,-4.371,-5.844,-5.85,-3.933,-6.391,-5.82,-13.554,-4.488,-2.393,-3.814,-4.684,-4.486,-4.626,-4.503,-6.525,-5.951,-7.168,-9.943,-7.816,-6.81,-5.754,-6.723,-6.265,-5.393,-6.476,-16.116,-16.843,-12.306,-16.518,-16.341,-28.042,-10.809,-22.182,-20.228,-11.735,-4.433,-5.154,-4.389,-5.147,-5.826,-3.858,-7.93,-4.452,-4.451,-3.302,-3.879,-5.771,-6.826,-7.331,-3.542,-5.441,-6.234,-4.941,-5.026,-4.41,-3.378,-4.075,-2.754,-4.649,-4.99,-3.505,-4.284,-3.118,-3.203,-3.679,-3.908,-5.267,-4.611,-2.277,-5.167,-2.727,-5.539,-6.677,-4.101,-4.78,-5.004,-4.195,-5.783,-4.688,-6.701,-4.443,-6.421,-4.019,-4.643,-6.348,-4.696,-6.604,-6.081,-3.773,-4.725,-5.48,-8.341,-6.181,-4.534,-5.202,-9.592,-9.007,-9.632,-11.051,-8.797,-14.468,-14.458,-12.173,-12.029,-8.844,-8.937,-6.707,-6.887,-6.871,-5.879,-6.781,-6.537,-8.217,-5.89,-6.175,-2.621,-5.405,-6.842,-5.741,-5.072,-1.753,-2.086,-2.742,-4.551,-14.522,-9.684,-13.87,-9.135,-12.272,-10.659,-9.811,-8.488,-9.359,-8.946,-7.16,-2.346,-7.522,-4.704,-8.371,-6.108,-5.028,-5.335,-3.032,-11.249,-3.142,-3.838,-7.508,-10.357,-7.889,-4.172,-13.259,-7.94,-14.238,-6.779,-3.161,-6.168,-6.048,-6.822,-6.968,-6.826,-12.821,-4.768,-4.369,-8.011,-5.906,-6.312,-6.139,-5.756,-5.667,-7.002,-8.509,-5.62,-6.536,-6.006,-7.591,-8.648,-7.296,-4.153,-7.291,-7.989,-7.566,-8.957,-8.803,-13.925,-10.709,-19.322,-15.508,-18.839,-14.847,-10.857,-15.632,-13.174,-11.777,-5.362,-4.075,-5.811,-3.913,-5.627,-6.391,-3.318,-5.118,0.006,-11.068,-6.008,-5.843,-4.032,-9.481,-5.111,-5.877,-8.125,-4.624,-8.216,-3.127,-8.782,-7.564,-5.856,-3.9,-8.004,-9.049,-7.338,-11.16,-7.588,-5.394,-9.616,-11.35,-12.923,-13.261,-12.769,-11.5,-13.487,-12.325,-12.923,-11.894,-5.737,-3.984,-5.292,-4.497,-4.396,-4.115,-5.749,-4.666,-5.271,-4.578,-7.547,-5.609,-2.855,-5.823,-5.229,-3.308,-5.681,-4.729,-6.769,-3.19,-6.811,-7.261,-7.485,-7.168,-8.21,-6.77,-7.048,-6.139,-7.085,-6.935,-6.333,-3.896,null,-6.83,-3.903,-7.243,-5.805,-9.801,-7.062,-5.624,-5.781,-3.802,-4.43,-8.642,-4.318,-4.187,-6.766,-5.803,-5.299,-7.028,-4.92,-4.897,-5.675,-4.87,-10.298,-5.846,-7.787,-6.452,-8.205,-5.681,-2.99,-6.522,-12.121,-8.886,-3.384,-3.465,-4.021,-6.364,-10.756,-6.775,-7.256,-3.828,-7.804,-8.657,-7.232,-9.729,-9.507,-4.133,-12.028,-8.551,-5.972,-6.171,-6.508,-8.709,-7.67,-4.957,-6.782,-5.753,-6.535,-6.094,-6.17,-7.806,-6.44,-10.979,-7.461,-6.025,-7.49,-6.704,-7.657,-9.663,-6.931,-4.698,-9.727,-7.921,-5.956,-5.241,-14.932,-5.279,-8.952,-6.966,-9.345,-7.596,-6.478,-5.866,-5.692,-6.455,-5.29,-6.986,-8.323,-4.758,-6.083,-4.83,-4.603,-8.091,-2.787,-5.582,-4.233,-8.415,-10.164,-4.485,-14.52,-9.446,-5.612,-5.522,-7.663,-5.684,-3.147,-5.662,-9.474,-7.242,-4.627,-5.869,-7.129,-4.799,-4.034,-3.112,-6.063,-2.825,-3.247,-7.034,-5.048,-6.771,-4.889,-7.061,-6.037,-7.731,-4.041,-2.762,-4.157,-5.197,-4.468,-6.986,-5.126,-6.976,-4.084,-8.162,-4.402,-5.545,-5.347,-7.434,-5.051,-2.729,-4.105,-4.106,-5.527,-4.947,-4.476,-4.18,-3.337,-4.518,-3.763,-3.677,-4.559,-5.379,-6.607,-3.681,-4.219,-5.603,-13.694,-6.884,-5.797,-8.336,-5.693,-5.784,-6.446,-5.356,-6.628,-6.461,-5.799,-2.932,-4.008,-12.21,-7.227,-5.447,-5.773,-4.822,-6.964,-12.473,-12.659,-11.19,-5.353,-3.969,-9.196,-4.801,-5.602,-7.843,-7.421,-6.934,-8.726,-7.351,-4.79,-5.189,-3.952,-4.961,-5.291,-4.595,-5.531,-4.195,-3.517,-3.925,-5.424,-5.055,-5.305,-4.802,-2.832,-6.658,-5.014,-4.926,-6.652,-4.249,-4.932,-5.128,-5.258,-4.762,-3.904,-3.91,-3.895,-4.163,-10.029,-4.819,-7.649,-5.995,-5.291,-8.322,-6.061,-8.763,-6.432,-10.433,-7.572,-8.748,-6.666,-4.996,-5.191,-7.416,-5.958,-9.676,-7.597,-4.667,-8.122,-6.818,-7.872,-5.777,-6.742,-3.985,-6.334,-6.024,-6.518,-4.254,-6.197,-14.425,-6.566,-6.616,-8.421,-5.751,-3.967,-6.189,-2.277,-5.291,-7.265,-7.304,-7.729,-9.474,-5.149,-4.862,-3.815,-7.122,-6.405,-5.081,-5.624,-3.77,-4.25,-8.231,-5.398,-7.494,-3.139,-3.976,-6.633,-7.101,-4.184,-7.539,-6.449,-9.437,-6.092,-8.012,-7.462,-6.635,-7.848,-6.612,-7.58,-8.746,-3.131,-4.49,-3.896,-7.175,-4.819,-4.612,-5.712,-4.609,-6.581,-2.834,-6.127,-6.453,-7.768,-8.372,-7.628,-4.592,-5.612,-7.058,-8.143,-7.183,-1.698,-7.768,-3.547,-6.435,-4.956,-3.532,-4.789,-4.272,-6.085,-5.006,-4.62,-8.158,-3.776,-3.228,-3.437,-4.7,-4.246,-6.218,-5.209,-2.803,-4.959,-14.059,-6.017,-5.829,-6.594,-4.278,-3.562,-5.641,-7.153,-5.033,-3.293,-6.938,-4.289,-3.469,-4.061,-5.56,-5.687,-6.895,-4.998,-6.422,-10.036,-9.286,-7.063,-5.554,-4.83,-5.849,-7.417,-8.625,-7.637,-7.793,-7.864,-7.768,-6.09,-6.735,-4.279,-2.675,-6.091,-6.271,-6.126,-3.215,-5.537,-5.207,-7.525,-5.548,-6.246,-5.48,-5.47,-7.154,-9.548,-3.918,-6.933,-8.237,-6.548,-6.383,-9.492,-6.942,-5.768,-6.173,-7.094,-4.877,-7.778,-7.089,-5.668,-4.973,-10.006,-4.973,-6.203,-7.75,-5.421,-6.604,-7.013,-7.584,-7.006,-8.179,-8.3,-12.931,-8.529,-8.796,-6.724,-8.313,-6.165,-5.379,-8.523,-5.0,-5.159,-4.199,-7.754,-4.627,-5.261,-5.212,-6.187,-9.801,-8.8,-10.697,-8.013,-11.924,-8.142,-8.197,-8.667,-8.41,-7.434,-7.467,-8.189,-7.625,-6.954,-7.317,-7.623,-6.206,-6.036,-7.032,-5.993,-4.896,-7.642,-5.154,-3.018,-3.84,-4.573,-5.991,-8.228,-6.991,-6.894,-7.137,-7.582,-6.295,-7.24,-3.352,-7.431,-6.983,-3.642,-2.552,-8.202,-5.79,-5.852,-7.942,-5.96,-6.338,-8.605,-7.041,-5.364,-5.112,-8.423,-6.969,-10.35,-8.007,-9.019,-7.645,-6.555,-7.983,-10.925,-7.5,-7.399,-8.864,-10.72,-7.843,-5.674,-8.096,-4.938,-8.139,-7.582,-6.306,-6.02,-5.619,-5.276,-2.984,-5.433,-5.577,-6.696,-6.284,-5.551,-5.0,-7.552,-8.525,-5.028,-7.128,-8.91,-8.115,-4.237,-5.061,-5.792,-3.892,-8.126,-6.115,-6.592,-4.186,-5.947,-5.792,-12.284,-4.332,-6.815,-4.166,-8.537,-2.436,-2.2,-5.853,-4.036,-3.148,-3.844,-2.259,-2.875,-9.772,-3.93,-2.382,-4.261,-8.133,-5.688,-5.353,-4.168,-3.56,-13.733,-5.988,-14.076,-8.253,-6.635,-7.775,-8.922,-10.031,-5.674,-11.799,-5.477,-6.604,-4.798,-4.971,-6.506,-6.677,-5.085,-6.267,-9.046,-9.474,-12.603,-5.133,-8.797,-6.312,-3.745,-2.724,-3.183,-10.48,-1.248,-6.061,-6.377,-7.779,-7.355,-4.325,-3.912,-4.667,-6.262,-4.035,-5.535,-5.844,-5.794,-6.406,-6.257,-7.503,-6.685,-4.378,-4.524,-4.767,-4.586,-7.379,-4.829,-5.668,-6.454,-3.24,-2.787,-3.556,-2.842,-4.123,-4.439,-4.485,-3.06,-3.105,-4.373,-6.571,-10.489,-6.719,-11.738,-5.421,-8.588,-13.481,-7.582,-10.289,-9.19,-5.3,-4.474,-4.392,-8.795,-6.497,-5.748,-8.796,-6.035,-4.613,-4.572,-6.335,-7.805,-5.979,-6.945,-6.573,-7.755,-5.422,-6.665,-3.469,-5.305,-7.579,-5.352,-5.48,-6.952,-8.965,-4.598,-5.379,-6.806,-6.143,-5.294,-5.855,-5.9,-4.862,-7.805,-9.579,-6.76,-8.407,-5.011,-10.583,-4.67,-5.043,-5.077,-10.403,-4.57,0.175,-4.12,-4.795,-3.294,-4.547,-4.933,-6.33,-4.501,-4.773,-4.803,-8.244,-5.421,-4.292,-3.376,-5.808,-2.43,-9.117,-8.237,-5.217,-5.182,-6.246,-3.665,-4.233,-0.155,-3.604,-6.887,-7.311,-5.825,-6.268,-7.821,-15.259,-7.685,-11.186,-7.401,-11.021,-7.924,-4.77,-5.065,-6.007,-7.206,-5.883,-3.462,-6.244,-5.331,-5.85,-5.018,-4.532,-3.225,-2.909,-3.467,-4.02,-4.66,-4.401,-4.275,-2.315,-5.064,-6.525,-6.127,-7.588,-5.297,-7.065,-7.915,-12.319,-8.517,-12.011,-5.622,-3.442,-7.075,-1.786,-5.655,-6.071,-3.097,-4.801,-3.184,-6.07,-0.734,-3.944,-5.76,-6.886,-6.659,-3.547,-6.457,-2.964,-5.547,-4.529,-6.038,-5.386,-6.753,-8.635,-4.587,-4.807,-4.392,-6.177,-5.118,-8.1,-7.302,-10.452,-5.576,-8.366,-7.21,-5.401,-9.327,-4.935,-7.556,-6.913,-7.453,-7.346,-11.125,-9.324,-13.961,-13.273,-12.728,-6.931,-8.731,-11.159,-9.097,-6.447,-8.667,-10.93,-8.281,-7.351,-6.157,-8.838,-8.079,-13.824,-7.751,-9.176,-5.829,-5.345,-6.736,-5.789,-3.558,-4.098,-4.456,-8.76,-5.373,-5.935,-10.293,-4.452,-9.02,-6.758,-8.12,-6.077,-8.343,-10.863,-9.064,-5.008,-4.644,-2.936,-3.974,-6.756,-6.343,-5.288,-6.865,-7.284,-4.658,-3.126,-3.449,-3.194,-3.712,-4.512,-4.061,-4.801,-3.472,-4.489,-3.515,-7.556,-9.234,-11.585,-8.106,-7.783,-7.799,-9.49,-4.961,-7.624,-9.89,-3.724,-4.217,-3.243,-5.015,-3.766,-4.629,-4.48,-3.846,-4.301,-6.105,-3.679,-5.704,-2.973,-4.118,-4.279,-5.838,-4.23,-3.533,-5.291,-3.142,-5.427,-4.544,-3.572,-3.204,-3.873,-3.796,-6.51,-2.932,-3.379,-2.711,-5.26,-6.674,-6.591,-6.021,-6.792,-6.482,-6.185,-8.457,-5.855,-8.073,-5.938,-10.593,-9.191,-4.08,-7.672,-5.915,-6.948,-8.65,-11.807,-5.323,-11.071,-6.621,-10.35,-8.267,-9.531,-6.142,-11.18,-6.153,-5.496,-6.655,-5.886,-3.849,-7.547,-4.251,-3.764,-6.166,-17.083,-3.667,-5.166,-6.148,-5.745,-5.142,-6.076,-7.277,-6.015,-7.714,-6.248,-6.163,-2.544,-5.634,-5.307,-8.703,-7.903,-11.711,-9.338,-7.133,-7.783,-8.877,-6.56,-7.285,-7.679,-6.564,-7.809,-8.692,-7.134,-8.413,-6.536,-5.551,-6.414,-9.578,-2.125,-2.467,-2.691,-4.309,-3.607,-2.731,-4.935,-5.089,-2.027,-4.86,-2.922,-3.838,-5.774,-5.02,-3.594,-4.228,-3.746,-3.588,-4.308,-5.12,-5.644,-5.126,-4.655,-5.962,-10.452,-5.886,-7.325,-6.005,-5.222,-6.898,-2.87,-5.342,-6.663,-11.059,-5.101,-4.602,-2.691,-7.145,-4.968,-4.98,-8.054,-4.887,-6.071,-4.917,-5.197,-5.296,-5.844,-6.884,-4.929,-7.634,-5.76,-6.406,-4.479,-6.508,-8.422,-5.649,-5.07,-5.743,-5.43,-4.467,-5.554,-8.32,-5.152,-3.829,-2.209,-4.224,-5.448,-3.831,-5.223,-10.198,-5.796,-8.218,-8.328,-4.783,-4.95,-4.808,-5.335,-6.287,-5.354,-3.715,-4.417,-6.812,-6.799,-7.427,-3.656,-6.098,-6.071,-7.11,-5.429,-4.648,-14.371,-7.889,-6.89,-10.849,-9.455,-6.602,-12.147,-10.126,-8.599,-11.818,-4.865,-5.67,-4.856,-10.166,-2.428,-3.98,-9.617,-4.717,-3.328,-4.391,-6.115,-5.215,-3.015,-6.156,-9.456,-4.681,-4.657,-5.325,-9.396,-2.543,-8.643,-22.159,-11.478,-8.63,-14.57,-13.805,-15.099,-12.098,-13.833,-13.602,-13.564,-10.975,-10.112,-18.65,-14.464,-17.055,-14.183,-20.923,-12.174,-15.154,-5.877,-8.65,-6.048,-4.713,-7.343,-7.093,-4.719,-8.374,-10.067,-8.665,-6.736,-6.679,-5.301,-4.679,-3.926,-4.732,-5.469,-4.319,-5.52,-4.366,-2.949,-4.457,-4.127,-3.001,-5.02,-4.217,-6.213,-3.498,-3.087,-7.275,-2.499,-3.812,-5.379,-6.393,-4.328,-7.998,-1.725,-3.29,-2.501,-4.566,-5.908,-11.443,-6.457,-5.261,-6.181,-4.533,-6.204,-4.764,-7.043,-3.555,-8.492,-8.108,-11.713,-10.363,-6.903,-7.026,-7.054,-7.867,-8.631,-6.644,-5.795,-3.824,-7.125,-4.443,-3.998,-5.015,-4.596,-7.504,-9.498,-4.027,-6.123,-4.862,-4.179,-4.821,-3.105,-4.021,-6.203,-3.797,-5.039,-3.71,-5.927,-4.972,-4.621,-6.223,-7.237,-8.176,-7.803,-6.12,-6.883,-7.804,-5.16,-2.986,-5.453,-6.673,-4.074,-6.385,-5.095,-2.607,-8.126,-6.048,-2.976,-8.196,-3.75,-4.179,-5.018,-5.404,-4.169,-3.78,-5.885,-7.25,-4.021,-4.248,-8.52,-3.862,-5.508,-3.112,-4.451,-5.695,-7.179,-5.507,-3.105,-5.267,-5.474,-11.314,-5.909,-5.628,-3.789,-2.48,-5.947,-7.634,-6.404,-5.906,-5.503,-5.913,-5.692,-4.804,-6.124,-4.923,-4.817,-6.658,-10.888,-8.425,-7.085,-4.516,-8.445,-7.411,-9.608,-8.955,-9.066,-7.071,-6.053,-4.196,-4.57,-4.681,-4.278,-5.123,-4.748,-3.619,-3.466,-4.214,-8.426,-13.111,-17.282,-14.029,-14.52,-10.672,-11.889,-19.278,-17.012,-22.846,-6.365,-2.459,-5.514,-6.941,-5.288,-5.585,-8.251,-2.09,-7.528,-4.014,-5.105,-9.166,-7.862,-7.971,-8.059,-9.616,-4.93,-7.49,-8.964,-6.676,-6.809,-2.666,-4.541,-3.724,-3.841,-7.152,-3.653,-3.602,-4.473,-5.1,-3.296,-7.665,-7.102,-5.353,-7.089,-4.672,-4.039,-12.269,-6.416,-6.042,-7.768,-6.722,-8.583,-5.322,-6.153,-6.646,-4.46,-3.436,-5.937,-9.355,-4.058,-10.398,-5.222,-5.908,-5.997,-1.986,-5.464,-2.499,-7.709,-4.073,-2.238,-2.701,-3.545,-1.993,-4.214,-4.576,-3.767,-5.842,-2.877,-3.71,-6.531,-4.292,-6.965,-7.706,-4.543,-8.347,-4.716,-6.437,-3.43,-8.909,-5.319,-5.759,-4.73,-3.029,-7.021,-5.165,-5.086,-5.863,-5.112,-5.996,-4.79,-5.352,-2.352,-5.473,-5.375,-3.696,-5.29,-2.709,-6.486,-4.538,-7.697,-6.137,-9.105,-5.925,-6.372,-9.403,-7.09,-9.616,-13.573,-5.254,-8.304,-6.079,-6.857,-4.725,-6.177,-7.61,-7.742,-7.946,-5.108,-9.763,-8.285,-9.368,-6.644,-6.619,-7.533,-5.405,-4.204,-5.777,-6.644,-5.512,-6.797,-4.269,-6.812,-7.637,-8.013,-6.892,-4.939,-7.376,-5.674,-5.752,-3.828,-3.716,-2.492,-3.01,-3.246,-3.815,-3.165,-3.63,-1.825,-3.364,-18.45,-33.766,-38.528,-36.846,-26.775,-38.497,-17.332,-16.927,-24.291,-39.919,-6.075,-3.241,-2.513,-5.899,-4.321,-5.386,-4.156,-4.368,-3.25,-3.662,-4.496,-3.294,-5.842,-4.957,-3.728,-5.999,-5.036,-7.217,-9.34,-5.438,-5.99,-10.546,-8.892,-7.744,-8.773,-7.914,-9.98,-9.013,-6.829,-6.735,-6.587,-6.347,-5.81,-10.012,-6.504,-14.032,-5.941,-6.56,-7.202,-8.051,-4.341,-7.768,-2.435,-8.795,-2.409,-3.096,-4.223,-6.388,-3.681,-3.473,-4.999,-6.478,-5.199,-5.727,-4.826,-4.177,-4.728,-5.862,-5.034,-4.656,-7.746,-6.03,-8.063,-12.248,-5.724,-7.078,-9.395,-8.946,-9.62,-5.58,-8.7,-6.663,-9.77,-5.942,-5.656,-6.473,-6.408,-5.222,-12.071,-4.576,-7.005,-7.36,-8.45,-4.767,-5.246,-4.804,-5.386,-4.721,-4.374,-3.227,-4.592,-3.891,-3.124,-6.612,-4.816,-4.51,-3.254,-3.706,-4.275,-4.083,-3.412,-4.898,-7.1,-4.915,-2.372,-7.243,-2.209,-2.979,-2.898,-4.639,-16.778,-21.659,-20.554,-21.1,-22.592,-20.969,-21.935,-20.099,-22.129,-20.846,-11.132,-10.327,-11.98,-11.552,-10.976,-10.619,-11.011,-10.128,-10.586,-11.758,-5.373,-5.745,-5.624,-6.068,-7.599,-8.928,-6.051,-10.043,-7.97,-6.094,-7.721,-1.848,-6.341,-7.09,-3.8,-1.047,-10.413,-14.957,-7.836,-9.455,-10.298,-7.903,-6.429,-7.677,-5.041,-7.547,-10.28,-7.368,-8.513,-7.394,-1.248,-1.082,-0.593,-1.964,-3.175,-1.273,-2.725,-2.037,-2.989,-2.603,-7.399,-5.795,-6.444,-8.237,-6.627,-8.152,-4.439,-7.356,-9.402,-5.991,-7.519,-3.882,-3.906,-8.251,-5.114,-6.057,-5.936,-6.864,-5.596,-10.636,-9.222,-5.414,-8.866,-8.025,-8.325,-8.436,-5.666,-3.751,-4.912,-6.495,-6.365,-6.362,-3.755,-5.972,-4.541,-4.62,-3.83,-4.287,-4.286,-8.012,-9.342,-4.711,-4.474,-6.652,-5.609,-8.368,-9.211,-10.491,-6.386,-9.579,-2.565,-4.053,-3.417,-4.357,-2.457,-3.272,-3.862,-5.32,-3.883,-7.245,-5.206,-8.985,-5.727,-4.614,-8.082,-6.596,-8.93,-4.167,-4.856,-7.132,-7.362,-4.892,-9.112,-9.584,-9.36,-11.195,-5.732,-7.425,-15.605,-10.426,-7.364,-10.732,-4.645,-4.771,-5.036,-5.634,-6.658,-6.476,-3.731,-5.934,-4.083,-6.74,-3.067,-6.217,-3.93,-8.63,-5.875,-2.352,-7.185,-6.742,-5.298,-5.697,-3.863,-5.941,-4.844,-4.867,-6.181,-4.057,-5.309,-3.782,-8.659,-7.648,-5.189,-8.951,-7.214,-6.278,-5.612,-6.531,-4.743,-3.163,-5.639,-4.802,-6.929,-3.652,-5.025,-6.251,-3.218,-4.608,-8.209,-3.602,-7.721,-4.787,-4.038,-3.142,-2.345,-4.161,-2.302,-2.591,-6.473,-4.234,-4.058,-5.03,-4.429,-7.525,-5.623,-5.13,-5.955,-5.874,-3.607,-6.162,-5.613,-8.651,-4.906,-6.062,-7.149,-5.883,-7.074,-7.712,-6.502,-7.906,-5.745,-4.292,-4.19,-7.632,-3.552,-7.742,-5.279,-5.917,-8.263,-4.393,-6.343,-6.518,-3.791,-6.008,-4.694,-9.762,-5.22,-8.968,-8.794,-7.306,-2.718,-4.805,-1.794,-4.9,-7.202,-3.891,-5.292,-3.862,-4.676,-3.588,-5.08,-4.403,-5.947,-5.091,-4.042,-5.687,-5.818,-6.85,-5.864,-3.837,-3.081,-3.782,-5.092,-5.73,-4.13,-5.846,-4.043,-7.041,-4.115,-4.278,-5.315,-4.72,-3.85,-6.233,-4.168,-3.262,-6.657,-4.428,-5.56,-7.605,-6.464,-5.078,-7.568,-5.414,-7.802,-4.994,-7.967,-5.744,-9.856,-5.135,-9.206,-7.264,-9.061,-4.274,-9.056,-6.415,-8.381,-7.789,-9.654,-7.665,-4.343,-4.121,-5.051,-4.501,-4.78,-7.901,-6.864,-8.01,-5.013,-3.644,-4.468,-6.986,-4.402,-5.545,-9.05,-6.987,-7.072,-3.914,-5.351,-10.549,-6.548,-4.269,-5.538,-5.518,-2.777,-6.202,-5.753,-5.88,-6.284,-7.494,-8.881,-9.818,-9.408,-16.575,-2.426,-7.965,-9.179,-2.676,-8.063,-10.448,-6.678,-5.545,-8.039,-8.054,-6.241,-5.112,-7.112,-6.684,-9.267,-4.375,-6.127,-11.364,-6.216,-7.065,-6.348,-7.514,-7.505,-7.389,-8.532,-4.501,-6.496,-10.061,-6.598,-7.555,-8.527,-7.994,-6.92,-6.669,-9.895,-6.788,-8.39,-6.269,-8.236,-6.277,-4.607,-5.087,-5.712,-5.926,-4.458,-5.522,-7.861,-6.764,-9.529,-10.837,-9.382,-8.737,-10.484,-10.579,-9.41,-10.834,-5.307,-9.235,-7.466,-8.588,-5.215,-9.941,-6.167,-10.131,-11.7,-6.106,-5.426,-6.692,-7.721,-7.332,-6.63,-5.897,-7.58,-6.247,-7.071,-6.196,-6.422,-9.029,-7.738,-6.684,-5.806,-4.677,-6.029,-6.286,-7.779,-6.5,-5.423,-7.373,-7.492,-8.655,-5.161,-4.796,-9.954,-9.268,-7.531,-6.14,-2.275,-1.573,-4.692,-3.145,-4.419,-2.62,-3.306,-3.81,-7.327,-3.034,-28.46,-27.592,-38.642,-21.995,null,-25.004,-27.592,-36.766,-46.251,-28.46,-5.594,-5.404,-3.079,-6.723,-4.673,-4.966,-3.82,-5.209,-6.818,-3.243,-4.856,-5.185,-4.334,-3.067,-5.72,-4.804,-2.373,-5.64,-3.426,-5.603,-8.393,-8.249,-9.374,-6.058,-8.654,-9.845,-8.713,-7.798,-10.238,-7.322,-2.824,-5.08,-4.161,-2.805,-5.123,-2.483,-4.277,-3.195,-5.011,-5.548,-5.098,-7.357,-6.176,-9.536,-7.363,-6.736,-5.959,-6.612,-6.32,-5.58,-6.718,-7.928,-6.578,-9.589,-4.686,-6.881,-7.654,-3.766,-9.842,-7.491,-4.664,-5.161,-9.043,-6.19,-7.022,-5.43,-13.712,-7.165,-4.436,-4.689,-7.036,-14.857,-6.34,-9.805,-6.854,-11.775,-10.721,-9.303,-3.663,-10.185,-7.618,-13.401,-4.976,-13.398,-6.587,-6.744,-5.435,-9.13,-11.733,-7.675,-5.005,-4.697,-6.328,-5.369,-9.455,-4.437,-4.326,-5.395,-6.944,-9.21,-5.775,-4.713,-5.598,-4.006,-4.519,-5.882,-7.193,-6.901,-10.171,-5.032,-5.008,-9.854,-7.262,-8.217,-11.283,-11.596,-10.313,-8.339,-8.989,-8.758,-3.437,-3.894,-3.426,-4.511,-3.867,-5.004,-3.816,-3.587,-4.513,-4.178,-8.675,-11.664,-9.667,-4.899,-13.792,-7.491,-12.047,-4.655,-13.385,-4.382,-5.734,-5.509,-5.083,-4.763,-3.511,-4.46,-6.681,-5.924,-5.696,-4.785,-6.019,-5.206,-5.769,-6.555,-5.061,-5.505,-5.627,-8.822,-5.737,-4.782,-8.359,-8.053,-4.114,-9.717,-8.452,-5.425,-7.564,-5.772,-5.991,-9.096,-3.492,-4.984,-5.182,-3.48,-3.025,-3.374,-6.859,-2.036,-3.628,-4.036,-3.67,-4.374,-4.833,-4.424,-3.015,-6.112,-5.021,-6.993,-3.686,-4.466,-8.648,-4.165,-4.961,-7.964,-5.379,-4.721,-5.28,-4.282,-7.273,-8.529,-7.093,-4.023,-12.661,-8.911,-4.828,-6.417,-7.721,-6.303,-7.327,-6.518,-4.184,-7.323,-8.433,-5.101,-6.208,-6.651,-6.067,-4.213,-4.938,-3.966,-5.484,-5.569,-6.181,-9.828,-9.049,-3.669,-6.658,-5.237,-8.118,-8.68,-4.309,-6.309,-8.108,-3.403,-7.963,-7.579,-5.087,-7.89,-6.636,-4.101,-5.677,-5.355,-9.348,-7.388,-4.802,-5.242,-7.355,-6.376,-7.234,-6.609,-4.221,-4.338,-4.329,-7.603,-4.38,-4.923,-6.217,-4.936,-4.032,-4.559,-5.105,-3.35,-3.809,-4.635,-4.596,-3.633,-5.98,-3.504,-3.837,-7.442,-4.297,-7.275,-6.59,-6.824,-6.872,-7.232,-4.706,-2.48,-5.924,-3.675,-8.712,-5.666,-5.131,-5.16,-3.862,-6.183,-5.724,-6.717,-8.039,-6.61,-7.779,-7.264,-4.457,-5.969,-10.609,-4.237,-4.178,-5.869,-5.923,-8.742,-4.338,-4.123,-6.646,-6.633,-5.626,-4.891,-8.1,-5.066,-5.007,-9.282,-8.242,-4.022,-9.266,-5.459,-5.084,-4.398,-9.414,-4.314,-8.079,-6.302,-11.733,-8.499,-8.363,-15.498,-8.062,-12.943,-11.679,-8.416,-6.716,-6.195,-7.295,-3.145,-5.931,-4.944,-7.003,-7.598,-7.824,-6.564,-4.989,-4.051,-10.454,-4.88,-5.699,-5.101,-5.519,-5.172,-5.1,-5.458,-6.476,-7.13,-9.729,-9.56,-10.98,-9.985,-11.449,-10.951,-11.376,-10.5,-13.425,-12.987,-8.193,-4.622,-7.181,-3.413,-7.4,-8.231,-4.41,-4.651,-7.223,-5.415,-5.9,-4.096,-5.507,-4.142,-4.662,-5.492,-4.817,-6.412,-5.479,-7.032,-3.724,-7.783,-5.225,-7.738,-5.603,-9.369,-5.888,-9.361,-6.892,-8.675,-5.123,-2.671,-3.971,-4.992,-4.696,-5.002,-6.26,-4.545,-4.392,-5.271,-14.356,-6.926,-8.813,-5.97,-10.38,-4.364,-11.028,-12.492,-6.409,-10.894,-6.59,-6.055,-5.267,-5.002,-5.602,-5.606,-8.241,-8.21,-6.884,-5.516,-7.279,-4.865,-3.426,-5.957,-3.51,-5.372,-3.771,-6.223,-3.834,-5.477,-7.039,-7.473,-8.373,-9.004,-8.037,-5.984,-7.473,-6.651,-6.707,-7.721,-3.526,-3.408,-3.983,-3.324,-4.073,-3.647,-3.612,-2.838,-3.733,-3.372,-8.121,-5.4,-9.621,-10.342,-7.476,-11.928,-8.65,-9.98,-6.13,-8.014,-0.818,-4.429,-4.047,-5.306,-4.985,-4.032,-3.607,-3.826,-5.317,-2.976,-4.554,-5.469,-4.587,-5.638,-7.976,-4.754,-4.109,-4.501,-5.118,-4.167,-8.076,-12.377,-8.092,-9.234,-4.07,-4.93,-7.953,-11.958,-8.644,-3.67,-10.444,-7.656,-8.068,-8.463,-8.581,-7.909,-7.933,-7.276,-13.222,-8.423,-5.709,-6.348,-9.806,-5.236,-3.823,-4.716,-4.38,-3.811,-7.132,-7.782,-6.362,-7.466,-6.556,-7.65,-9.044,-2.133,-4.653,-6.621,-3.641,-7.339,-4.528,-6.263,-4.754,-3.95,-4.384,-7.833,-4.984,-4.823,-3.85,-7.5,-6.458,-6.44,-5.587,-4.659,-5.1,-6.745,-9.643,-7.26,-9.0,-5.723,-8.645,-7.658,-12.279,-6.925,-6.995,-4.428,-10.154,-8.458,-6.828,-11.337,-6.645,-4.63,-4.065,-3.896,-6.006,-10.07,-5.381,-5.736,-4.885,-11.561,-1.889,-4.709,-3.424,-3.684,-1.875,-2.658,-3.853,-5.117,-4.521,-4.501,-9.841,-5.675,-5.975,-5.972,-6.343,-6.985,-3.715,-3.949,-4.916,-6.395,-3.812,-2.817,-6.623,-3.641,-4.378,-2.412,-5.48,-5.167,-2.593,-6.727,-3.87,-2.915,-5.406,-5.264,-3.953,-4.081,-4.99,-3.339,-3.183,-3.777,-4.239,-5.072,-5.321,-5.642,-5.058,-4.644,-2.291,-6.626,-5.16,-5.434,-3.63,-9.413,-4.113,-10.884,-4.34,-5.206,-3.265,-6.549,-3.189,-4.625,-7.299,-5.652,-8.112,-5.462,-6.956,-8.171,-5.641,-5.771,-4.93,-2.169,-5.357,-3.072,-5.859,-2.11,-2.982,-5.852,-3.231,-2.688,-7.277,-5.114,-6.534,-5.143,-7.339,-5.498,-10.364,-8.828,-5.364,-6.606,-10.202,-8.651,-9.294,-7.795,-4.491,-5.18,-5.005,-10.898,-7.157,-5.783,-7.247,-5.576,-7.045,-5.769,-7.027,-5.247,-7.571,-4.654,-6.282,-6.508,-7.16,-6.22,-12.105,-7.714,-11.747,-7.413,-10.199,-8.757,-7.849,-8.236,-8.014,-4.663,-4.973,-6.165,-4.644,-4.124,-8.084,-10.829,-9.282,-7.977,-7.093,-3.894,-4.417,-8.109,-9.105,-8.442,-12.637,-8.98,-12.92,-12.148,-7.194,-4.946,-6.638,-7.343,-7.056,-5.527,-4.977,-5.453,-7.355,-5.974,-8.072,-4.218,-3.747,-4.898,-4.41,-6.268,-4.515,-3.296,-4.761,-5.187,-5.33,-7.747,-2.494,-5.802,-5.165,-7.76,-5.948,-5.672,-5.231,-6.829,-2.986,-4.898,-4.586,-7.503,-8.053,-5.692,-6.785,-5.909,-5.253,-5.353,-7.845,-1.794,-5.421,-2.815,-4.402,-4.985,-3.571,-6.047,-1.73,-4.106,-4.336,-6.068,-7.239,-5.963,-8.95,-4.931,-6.642,-7.781,-6.456,-5.948,-10.624,-8.28,-6.091,-7.033,-7.384,-7.015,-7.509,-7.787,-7.05,-2.799,-4.725,-3.665,-3.609,-6.686,-3.69,-4.765,-4.509,-6.363,-6.849,-4.607,-7.097,-1.946,-3.139,-6.268,-5.083,-10.47,-4.643,-2.867,-3.859,-7.768,-3.358,-5.497,-3.294,-2.801,-4.95,-6.047,-3.025,-4.155,-4.361,-4.613,-7.704,-7.796,-4.144,-6.702,-5.909,-5.982,-3.558,-4.243,-5.413,-4.213,-4.424,-4.505,-5.004,-4.833,-4.147,-5.744,-4.396,-6.269,-4.444,-5.756,-5.658,-8.295,-3.459,-5.76,-5.458,-6.591,-6.276,-8.771,-7.143,-6.924,-2.405,-6.184,-9.971,-6.852,-6.765,-7.482,-9.104,-6.485,-7.62,-7.114,-6.869,-6.016,-11.467,-6.063,-6.268,-10.47,-4.152,-4.215,-4.215,-6.47,-5.889,-6.61,-3.717,-3.364,-2.969,-7.097,-4.081,-4.306,-3.046,-3.051,-3.791,-4.041,-2.529,-7.618,-3.725,-3.277,-5.25,-5.677,-4.276,-6.324,-6.157,-6.534,-10.363,-5.93,-6.402,-7.464,-6.866,-7.945,-6.758,-8.573,-6.085,-5.279,-7.93,-6.076,-3.502,-5.203,-7.035,-7.638,-8.674,-4.786,-8.341,-5.17,-4.963,-3.853,-5.785,-5.733,-2.291,-6.308,-8.329,-3.74,-4.315,-7.834,-4.178,-6.549,-7.115,-6.062,-6.591,-6.609,-3.973,-7.237,-6.805,-6.351,-6.234,-5.811,-5.661,-5.244,-6.062,-6.581,-5.423,-5.541,-5.247,-5.317,-5.144,-4.776,-4.5,-3.888,-3.214,-4.315,-4.275,-7.033,-4.696,-5.178,-4.091,-2.99,-4.539,-3.113,-2.706,-7.458,-6.102,-9.82,-4.505,-4.468,-6.986,-4.402,-5.545,-9.05,-6.987,-7.072,-3.914,-8.555,-5.351,-4.135,-4.611,-2.97,-1.784,-6.935,-3.868,-4.304,-2.17,-3.667,-2.415,-5.549,-7.876,-11.585,-4.935,-5.763,-7.005,-6.906,-7.714,-6.887,-3.452,-5.455,-6.872,-7.726,-8.443,-6.762,-6.887,-4.857,-7.882,-6.826,-5.692,-7.681,-6.168,-8.171,-3.796,-6.64,-7.502,-6.277,-6.404,-4.362,-10.38,-9.51,-11.109,-8.679,-6.783,-10.769,-11.041,-6.332,-7.227,-5.93,-11.608,-8.953,-9.603,-8.274,-7.817,-4.095,-8.706,-7.287,-4.966,-7.04,-6.34,-4.87,-5.228,-7.776,-8.406,-6.001,-6.015,-9.455,-4.54,-7.59,-4.977,-4.879,-1.856,-4.389,-5.477,-5.711,-3.344,-3.215,-4.569,-5.845,-6.519,-4.147,-10.396,-7.364,-6.865,-6.083,-8.425,-7.682,-9.735,-8.025,-9.122,-3.417,-3.944,-4.573,-7.065,-3.178,-3.91,-2.7,-7.082,-3.566,-3.672,-10.52,-5.011,-9.206,-6.29,-6.564,-11.529,-13.491,-7.054,-4.923,-8.421,-10.149,-9.058,-16.4,-7.568,-8.811,-9.884,-7.963,-10.859,-7.329,-6.122,-10.52,-5.011,-9.206,-6.29,-6.564,-11.529,-13.491,-7.054,-4.923,-8.421,-10.52,-5.011,-9.206,-6.29,-6.564,-11.529,-13.491,-7.054,-4.923,-8.421,-25.164,-23.72,-22.923,-25.836,-41.766,-17.597,-22.499,-13.393,-20.962,-16.702,-5.849,-4.6,-4.976,-3.511,-4.905,-3.751,-4.727,-4.289,-7.594,-5.841,-5.532,-5.077,-6.638,-5.392,-5.292,-5.157,-5.925,-4.868,-6.38,-7.061,-11.254,-10.055,-10.843,-7.103,-10.594,-8.545,-7.874,-6.381,-6.216,-5.379,-7.445,-6.142,-14.275,-6.286,-8.131,-7.244,-13.588,-12.039,-14.617,-10.787,-7.682,-7.056,-9.437,-16.225,-6.287,-11.637,-9.104,-8.964,-7.241,-4.359,-19.489,-9.558,-7.349,-5.71,-5.198,-14.966,-7.224,-8.495,-8.911,-5.427,-4.773,-6.159,-5.119,-6.83,-5.77,-6.428,-3.964,-4.994,-6.007,-3.586,-4.65,-5.224,-3.592,-5.185,-3.994,-3.353,-7.601,-5.173,-8.625,-7.385,-5.452,-7.289,-5.367,-5.442,-6.685,-6.0,-5.955,-2.557,-5.09,-4.087,-4.225,-7.114,-6.766,-4.451,-7.816,-7.226,-10.38,-6.067,-6.801,-4.49,-3.425,-5.934,-4.787,-5.129,-4.421,-9.367,-7.132,-4.737,-6.147,-4.799,-9.708,-4.041,-7.034,-3.916,-7.727,-2.2,-2.951,-7.088,-9.276,-5.861,-2.436,-3.853,-5.403,-5.141,-4.681,-2.48,-4.98,-5.829,-3.175,-5.342,-3.601,-3.672,-5.095,-4.331,-6.179,-7.149,-5.868,-4.417,-8.257,-4.449,-6.501,-7.285,-8.264,-9.858,-7.54,-7.288,-6.999,-7.652,-8.034,-5.977,-4.701,-9.224,-4.431,-7.988,-10.648,-4.889,-11.513,-11.229,-7.168,-7.811,-4.711,-5.923,-6.634,-7.866,-6.696,-6.084,-5.737,-5.541,-7.993,-8.351,-6.745,-8.838,-5.226,-2.431,-4.371,-4.611,-4.973,-2.993,-4.79,-2.916,-11.763,-10.195,-10.181,-12.174,-10.677,-9.447,-10.953,-15.741,-11.548,-11.447,-5.524,-7.065,-6.727,-5.077,-3.125,-7.588,-7.044,-5.963,-7.842,-5.212,-5.093,-4.116,-6.809,-3.711,-8.927,-3.278,-5.682,-7.744,-9.259,-6.636,-4.128,-10.004,-10.878,-3.961,-4.516,-9.605,-5.562,-9.294,-6.035,-14.352,-2.29,-3.151,-5.136,-5.612,-6.536,-3.976,-2.967,-4.629,-1.816,-4.476,-1.595,-1.884,-3.365,-6.251,-0.99,-0.824,-1.028,-0.432,-1.649,0.561,-4.084,-5.358,-6.849,-8.076,-5.023,-6.114,-5.28,-7.108,-4.814,-6.361,-4.891,-5.563,-6.225,-4.917,-4.803,-6.287,-6.39,-6.424,-6.41,-4.718,-10.272,-8.106,-3.209,-12.327,-6.95,-8.417,-6.091,-8.974,-9.247,-9.754,-4.791,-6.663,-6.867,-6.064,-5.864,-6.271,-2.373,-5.911,-6.161,-3.707,-4.776,-5.063,-8.623,-4.125,-5.256,-6.579,-4.911,-5.606,-5.566,-4.863,-13.481,-6.815,-8.92,-11.132,-7.664,-6.698,-10.614,-9.384,-10.99,-6.43,-6.005,-7.015,-5.934,-4.008,-7.163,-4.954,-5.487,-7.063,-6.099,-12.21,-3.439,-2.758,-4.053,-4.932,-3.454,-4.019,-5.885,-4.84,-3.633,-5.861,-6.713,-3.549,-4.042,-3.46,-5.501,-5.477,-4.867,-4.627,-2.946,-4.686,-3.809,-5.869,-5.549,-3.39,-4.024,-4.803,-3.083,-3.758,-4.727,-4.808,-6.64,-9.334,-5.098,-5.797,-6.189,-8.483,-6.347,-3.394,-7.816,-4.653,-3.562,-3.599,-7.259,-4.789,-7.002,-5.849,-3.726,-5.402,-4.358,-4.51,-8.151,-6.018,-6.364,-8.684,-6.545,-6.87,-12.65,-15.086,-12.059,-6.02,-12.111,-10.614,-7.04,-7.272,-7.002,-12.759,-6.041,-6.646,-6.159,-9.33,-7.964,-8.529,-4.1,-8.958,-8.365,-15.498,-8.521,-11.003,-9.801,-7.135,-9.115,-7.106,-5.134,-5.93,-8.755,-6.35,-5.684,-4.122,-3.036,-5.152,-4.032,-4.598,-3.66,-5.026,-5.021,-5.027,-6.86,-3.394,-4.01,-4.336,-4.912,-7.299,-5.288,-10.614,-4.367,-3.496,-5.372,-4.051,-6.916,-2.471,-5.18,-9.53,-9.813,-10.265,-7.425,-5.801,-7.907,-8.156,-8.187,-5.35,-6.545,-4.59,-2.142,-10.04,-4.29,-6.313,-6.881,-10.803,-6.822,-3.512,-5.371,-4.167,-5.336,-2.807,-2.986,-3.081,-4.1,-5.346,-4.495,-4.761,-5.402,-5.545,-5.145,-5.314,-5.32,-6.914,-5.475,-3.299,-5.661,-9.757,-7.342,-6.705,-13.285,-9.769,-8.819,-6.384,-11.039,-5.503,-9.436,-7.295,-4.878,-5.032,-4.016,-4.061,-5.535,-6.823,-3.639,-4.985,-4.249,-3.449,-3.669,-4.179,-4.16,-5.527,-6.201,-6.668,-3.456,-3.876,-5.058,-4.684,-10.754,-12.098,-9.413,-7.862,-6.354,-6.733,-6.674,-10.811,-5.744,-6.58,-5.338,-6.855,-5.669,-4.549,-4.562,-4.347,-7.961,-4.404,-9.52,-7.486,-2.825,-4.669,-5.277,-7.009,-4.361,-3.986,-3.119,-6.785,-5.014,-6.405,-4.297,-7.275,-6.59,-7.397,-6.824,-6.872,-5.805,-7.232,-5.112,-8.152,-8.676,-6.425,-7.572,-5.6,-4.437,-3.501,-7.607,-7.099,-7.749,-7.09,-11.322,-9.383,-8.302,-10.7,-9.389,-9.626,-10.157,-6.869,-8.259,-8.257,-6.977,-6.233,-6.938,-4.357,-8.07,-4.553,-8.238,-7.049,-3.568,-5.62,-2.749,-6.383,-4.888,-4.593,-7.2,-4.748,-8.952,-3.405,-6.578,-4.878,-7.378,-4.778,-8.886,-5.85,-5.608,-4.069,-10.22,-4.721,-5.299,-8.484,-5.128,-4.729,-6.735,-5.465,-3.895,-4.608,-7.482,-5.301,-7.189,-6.167,-6.753,-6.595,-9.503,-8.768,-4.817,-3.768,-7.518,-5.922,-6.099,-6.892,-8.34,-5.849,-7.777,-5.192,-5.729,-6.373,-9.03,-9.349,-4.543,-8.04,-4.824,-3.023,-5.119,-4.812,-3.782,-4.417,-4.531,-3.922,-3.648,-6.748,-5.57,-5.603,-5.652,-3.908,-5.578,-4.462,-7.189,-4.653,-6.279,-5.229,-9.974,-5.73,-9.371,-7.824,-7.333,-7.145,-5.502,-5.56,-8.345,-7.224,-28.46,-25.2,-27.592,-17.511,-17.587,-17.995,-22.609,-16.469,-38.642,-21.995,-7.935,-4.527,-4.554,-4.437,-8.976,-6.479,-4.577,-9.135,-5.678,-6.848,-3.343,-3.353,-4.739,-5.233,-3.316,-3.945,-6.518,-2.64,-3.869,-4.505,-6.811,-7.178,-6.034,-9.532,-9.956,-7.041,-11.776,-8.011,-8.492,-8.152,-4.541,-3.158,-5.728,-4.749,-3.347,-4.964,-5.453,-7.038,-7.085,-3.324,-7.333,-5.482,-4.284,-4.557,-5.077,-6.136,-4.942,-3.193,-1.69,-6.797,-6.872,-1.148,-8.52,-4.985,-5.476,-1.953,-4.741,-7.853,-4.711,-4.816,-5.829,-6.581,-4.564,-5.554,-6.453,-6.435,-5.296,-4.304,-6.432,-4.14,-11.064,-6.997,-6.801,-9.962,-7.236,-7.984,-7.546,-6.983,-5.972,-10.143,-11.879,-8.485,-5.137,-5.033,-4.534,-8.644,-14.264,-9.001,-8.513,-4.23,-4.433,-4.285,-4.784,-3.47,-4.613,-7.098,-3.106,-6.718,-4.896,-3.816,-5.613,-7.712,-7.906,-6.093,-6.591,-7.39,-7.219,-7.491,-8.887,-6.895,-4.497,-6.54,-5.47,-9.551,-4.45,-6.743,-6.848,-8.225,-5.126,-5.138,-6.398,-5.793,-5.611,-12.734,-6.458,-4.756,-6.814,-11.899,-7.061,-5.717,-6.642,-7.005,-7.36,-14.291,-10.624,-9.411,-6.682,-4.741,-9.087,-4.444,-10.01,-10.331,-13.088,-10.574,-13.957,-13.684,-13.212,-11.854,-8.921,-11.76,-3.982,-3.067,-3.266,-3.681,-2.882,-2.308,-2.592,-2.164,-3.895,-2.697,-4.002,-4.502,-5.974,-5.773,-3.711,-5.911,-5.825,-4.297,-5.367,-3.835,-7.861,-9.638,-6.764,-6.253,-9.529,-10.837,-6.914,-9.382,-10.484,-9.41,-9.328,-9.164,-5.189,-7.518,-4.395,-6.484,-8.834,-4.066,-8.915,-2.78,-16.887,-12.907,-15.11,-12.73,-16.714,-20.456,-15.103,-19.363,-14.762,-9.723,-16.541,-18.717,-16.305,-20.004,-16.146,-13.086,-12.527,-14.282,-10.594,-9.604,-4.141,-3.753,-6.665,-4.989,-5.067,-6.061,-6.052,-6.965,-9.098,-6.043,-4.1,-6.7,-8.946,-4.379,-7.355,-8.397,-4.234,-5.812,-4.979,-5.273,-7.306,-7.6,-7.552,-7.906,-6.051,-7.983,-6.337,-5.271,-5.755,-6.816,-7.768,-7.122,-4.774,-4.546,-4.592,-4.954,-5.81,-7.827,-5.878,-4.395,-5.979,-8.683,-12.503,-12.56,-10.169,-7.432,-6.555,-5.174,-11.249,-4.678,-9.794,-13.052,-17.142,-18.564,-9.502,-18.851,-13.682,-22.56,-20.199,-17.604,-3.804,-4.829,-6.578,-5.128,-4.861,-4.548,-5.674,-3.572,-6.174,-4.339,-6.206,-6.572,-9.032,-10.698,-5.538,-9.351,-5.596,-6.684,-5.707,-6.819,-7.853,-4.835,-5.047,-7.087,-7.175,-5.312,-4.588,-7.025,-5.719,-6.932,-5.177,-7.06,-4.336,-6.519,-7.207,-5.511,-9.814,-5.408,-6.32,-6.169,-9.116,-7.879,-8.457,-6.489,-7.416,-5.725,-11.223,-6.099,-7.998,-5.929,-8.516,-6.345,-5.568,-8.145,-10.623,-7.452,-6.408,-7.891,-7.001,-6.964,-5.534,-6.493,-6.887,-4.77,-6.871,-5.622,-5.342,-4.501,-5.215,-5.118,-2.81,-9.461,-5.509,-6.099,-7.027,-7.426,-11.464,-5.693,-4.891,-7.798,-5.863,-2.248,-4.49,-3.161,-7.667,-6.726,-5.522,-4.155,-6.476,-4.509,-5.567,-6.652,-3.37,-7.612,-3.714,-8.764,-5.974,-8.545,-7.38,-7.846,-4.038,-8.006,-2.824,-3.748,-3.554,-3.272,-3.224,-3.969,-5.25,-3.702,-6.005,-5.3,-5.567,-4.392,-6.439,-8.28,-5.974,-7.38,-4.574,-9.789,-16.127,-8.678,-10.469,-7.063,-17.984,-5.751,-8.631,-7.47,-10.528,-10.325,-9.018,-9.381,-10.456,-10.26,-9.084,-11.727,-14.083,-9.298,-11.638,-10.94,-5.206,-6.29,-5.173,-4.803,-6.683,-7.376,-5.331,-6.667,-7.089,-7.787,-7.385,-5.338,-5.466,-3.924,-5.724,-6.845,-14.405,-5.297,-4.924,-5.036,-5.599,-7.05,-4.761,-7.665,-6.343,-6.035,-7.088,-3.539,-4.649,-6.338,-3.673,-5.88,-6.518,-6.794,-6.61,-5.6,-6.257,-5.232,-5.119,-4.462,-7.398,-7.181,-5.726,-6.164,-4.782,-4.329,-4.993,-7.008,-6.793,-9.967,-8.796,-8.871,-7.239,-8.618,-3.599,-9.086,-5.28,-8.168,-5.557,-6.399,-4.904,-3.868,-3.689,-4.142,-3.642,-6.464,-5.828,-4.78,-6.039,-5.501,-8.532,-4.685,-12.938,-13.185,-16.287,-5.828,-15.054,-12.102,-8.503,-12.47,-4.087,-8.196,-5.253,-9.167,-5.31,-9.561,-9.469,-4.043,-11.294,-5.956,-6.769,-5.599,-5.094,-6.428,-8.144,-6.178,-5.6,-7.055,-7.906,-4.595,-6.596,-7.159,-7.374,-5.998,-4.892,-7.565,-6.883,-5.908,-5.84,-6.116,-5.114,-2.993,-4.819,-4.237,-4.595,-5.107,-6.926,-5.445,-6.315,-4.173,-2.976,-4.349,-2.948,-4.441,-4.762,-5.86,-4.532,-5.438,-5.674,-5.031,-6.9,-9.965,-7.634,-13.424,-7.0,-7.765,-5.077,-6.228,-6.219,-7.828,-9.074,-6.519,-6.765,-8.061,-11.679,-10.088,-12.877,-8.084,-8.23,-6.402,-5.88,-5.211,-7.786,-6.976,-6.431,-7.265,-5.455,-7.607,-8.991,-7.985,-6.024,-5.077,-6.255,-6.136,-7.179,-5.331,-5.555,-6.107,-4.126,-4.513,-3.554,-7.548,-2.815,-4.336,-10.47,-6.477,-4.977,-5.894,-4.417,-4.613,-9.504,-9.277,-7.436,-11.254,-7.812,-10.525,-10.229,-5.273,-4.997,-8.069,-3.758,-3.12,-8.659,-5.578,-6.765,-8.628,-2.697,-3.318,-2.498,-5.469,-4.968,-7.441,-5.263,-3.625,-5.943,-1.866,-3.684,-7.505,-2.39,-4.019,-5.537,-7.639,-8.706,-6.274,-16.191,-4.233,-4.93,-5.609,-6.716,-5.149,-3.539,-4.923,-5.705,-7.129,-8.991,-7.562,-5.449,-6.632,-5.128,-7.076,-5.079,-3.923,-5.128,-5.728,-3.199,-4.825,-4.998,-9.244,-4.063,-4.464,-3.865,-4.246,-4.323,-2.778,-4.139,-3.399,-5.195,-7.226,-3.828,-5.342,-10.339,-8.533,-6.589,-16.287,-6.719,-10.632,-9.773,-9.472,-14.728,-9.96,-7.088,-6.326,-5.646,-5.339,-6.164,-2.271,-7.582,-4.103,-3.874,-4.543,-4.779,-5.996,-4.432,-5.455,-3.927,-8.669,-4.211,-5.668,-5.373,-5.909,-4.878,-4.119,-2.697,-3.347,-3.999,-4.903,-4.835,-2.878,-3.247,-4.711,-8.24,-7.201,-7.629,-3.106,-5.134,-4.771,-6.901,-9.377,-9.273,-2.611,-10.431,-9.299,-8.736,-6.491,-5.884,-7.899,-10.269,-10.62,-6.972,-11.262,-5.733,-3.961,-4.266,-7.64,-7.267,-4.333,-7.928,-4.781,-4.103,-6.155,-4.244,-5.405,-4.719,-4.734,-4.748,-3.65,-5.26,-4.403,-4.924,-5.712,-9.245,-3.966,-8.633,-6.151,-5.058,-5.497,-4.068,-5.101,-6.38,-7.031,-3.158,-6.399,-4.883,-4.0,-8.765,-5.815,-7.312,-7.267,-6.401,-3.985,-10.234,-6.963,-6.757,-6.399,-6.167,-9.561,-5.622,-7.592,-14.552,-8.329,-4.657,-7.242,-4.748,-5.924,-1.589,-3.582,-3.354,-5.736,-4.75,-3.438,-11.475,-10.623,-13.886,-11.736,-14.124,-11.668,-7.993,-14.01,-6.589,-8.437,-4.9,-7.352,-8.373,-6.254,-5.83,-5.743,-6.121,-5.626,-8.727,-7.089,-6.75,-10.964,-6.382,-7.862,-5.942,-6.287,-7.691,-4.491,-6.563,-6.216,-4.402,-10.782,-4.276,-10.762,-6.256,-3.89,-6.349,-6.489,-6.638,-7.386,-3.564,-4.474,-4.179,-4.308,-4.368,-2.842,-3.343,-3.458,-5.084,-5.781,-4.78,-6.759,-4.358,-2.341,-5.037,-4.533,-5.936,-3.266,-4.813,-7.395,-4.134,-6.312,-11.865,-3.23,-6.512,-7.324,-9.472,-9.034,-6.838,-6.414,-7.299,-4.465,-10.634,-6.935,-10.339,-9.208,-6.509,-8.332,-11.407,-7.636,-9.733,-5.909,-6.371,-11.287,-8.003,-14.402,-8.545,-10.582,-7.048,-6.689,-2.71,-7.896,-9.174,-7.367,-5.436,-5.96,-6.65,-4.058,-6.198,-5.396,-4.537,-4.713,-8.595,-4.179,-5.74,-6.442,-4.398,-6.203,-5.597,-3.215,-3.081,-6.109,-3.402,-5.175,-4.029,-3.195,-3.067,-4.775,-4.408,-2.974,-1.916,-8.904,-5.595,-8.756,-4.773,-4.811,-9.889,-6.995,-2.163,-7.891,-7.243,-5.389,-5.908,-4.57,-4.522,-6.646,-6.368,-6.61,-10.895,-5.96,-2.853,-3.895,-2.717,-2.981,-4.693,-3.053,-6.553,-3.908,-5.701,-4.41,-5.868,-3.558,-5.882,-5.895,-4.144,-5.837,-6.586,-5.828,-4.638,-3.928,-6.89,-8.17,-5.651,-8.016,-5.813,-6.125,-7.66,-7.159,-6.099,-6.864,-6.281,-3.512,-5.301,-4.431,-5.156,-5.019,-6.103,-7.94,-5.832,-5.809,-4.097,-4.311,-7.733,-10.465,-4.035,-5.477,-9.525,-6.842,-10.465,-4.917,-7.579,-8.003,-6.614,-7.931,-8.54,-8.012,-7.371,-7.149,-8.18,-6.312,-9.8,-14.297,-12.89,-8.214,-8.754,-6.008,-9.291,-8.186,-6.181,-4.833,-4.814,-4.078,-4.698,-6.849,-2.332,-9.129,-4.861,-5.003,-4.751,-3.593,-6.531,-4.003,-3.023,-9.101,-8.099,-8.033,-5.915,-7.883,-7.679,-8.56,-7.51,-5.849,-5.802,-5.09,-6.053,-5.578,-6.745,-7.325,-5.733,-5.897,-13.164,-11.181,-11.053,-8.27,-7.646,-5.462,-7.879,-8.33,-18.864,-7.819,-4.207,-6.713,-5.904,-4.699,-4.803,-6.016,-4.233,-3.701,-4.596,-4.167,-6.64,-7.887,-10.692,-5.187,-3.213,-5.332,-4.101,-3.61,-5.875,-7.046,-4.285,-3.499,-5.094,-9.096,-4.942,-7.062,-4.985,-4.342,-10.565,-3.627,-5.68,-6.419,-4.813,-10.22,-3.397,-3.985,-6.602,-4.058,-5.283,-4.607,-5.085,-5.404,-4.493,-5.115,-4.253,-5.288,-5.877,-3.962,-3.809,-7.437,-7.398,-4.162,-6.396,-7.463,-4.768,-5.171,-5.252,-3.129,-7.991,-5.479,-5.556,-10.598,-6.606,-8.065,-6.847,-2.983,-7.507,-4.528,-8.558,-7.272,-7.005,-5.549,-4.76,-7.876,-2.87,-2.812,-4.323,-5.028,-1.583,-5.586,-5.303,-6.639,-6.032,-14.33,-13.564,-6.0,-5.601,-14.901,-7.672,-5.956,-6.305,-4.111,-3.046,-3.18,-2.988,-5.524,-5.474,-6.638,-3.388,-3.001,-6.181,-8.533,-10.209,-8.818,-7.498,-6.806,-11.706,-13.444,-7.645,-15.815,-4.798,-5.191,-3.638,-2.867,-5.726,-11.45,-6.86,-5.578,-5.35,-6.196,-5.831,-5.705,-5.853,-6.082,-6.746,-5.446,-4.603,-8.46,-4.343,-4.925,-5.714,-5.572,-4.565,-5.566,-5.363,-5.018,-7.579,-7.185,-4.903,-5.271,-6.694,-4.381,-5.21,-8.256,-6.065,-7.372,-9.255,-4.402,-6.416,-6.759,-4.984,-5.472,-4.253,-3.447,-5.655,-3.39,-1.999,-6.789,-2.695,-5.018,-6.016,-11.467,-6.063,-6.268,-10.47,-4.152,-4.215,-4.215,-6.47,-5.889,-8.029,-5.98,-2.454,-5.021,-2.978,-2.791,-4.275,-4.153,-3.961,-4.188,-4.413,-8.303,-4.733,-3.285,-6.374,-4.533,-3.374,-3.537,-9.332,-12.788,-4.779,-6.108,-5.337,-6.959,-7.352,-5.964,-5.591,-5.896,-5.812,-4.981,-6.311,-5.979,-6.738,-3.292,-5.975,-6.619,-5.341,-6.959,-7.018,-7.369,-5.089,-8.189,-7.048,-4.352,-5.331,-6.463,-7.576,-6.707,-5.112,-7.714,-4.992,-6.163,-9.319,-6.226,-5.671,-7.803,-4.75,-6.094,-7.3,-7.91,-8.144,-5.092,-4.711,-4.761,-4.909,-4.865,-4.029,-4.722,-3.712,-5.416,-7.768,-6.292,-7.708,-7.25,-5.819,-7.942,-6.43,-3.825,-6.462,-7.251,-12.951,-10.215,-16.526,-5.634,-3.464,-11.157,-9.926,-10.227,-10.002,-9.377,-7.495,-6.003,-6.169,-5.232,-6.726,-4.75,-7.431,-5.911,-4.461,-4.034,-6.642,-5.875,-4.342,-4.592,-8.5,-5.95,-6.202,-4.107,-6.542,-4.969,-6.543,-6.42,-7.953,-6.576,-5.652,-5.155,-6.231,-5.936,-4.222,-4.369,-4.879,-4.818,-7.254,-4.239,-3.87,-5.999,-5.895,-4.97,-6.97,-4.665,-6.43,-6.6,-9.032,-7.576,-6.006,-8.441,-8.877,-10.002,-7.466,-3.452,-8.813,-6.198,-7.955,-8.721,-7.033,-11.347,-9.495,-6.755,-11.537,-7.32,-4.084,-3.116,-6.163,-3.607,-3.267,-5.717,-0.93,-6.245,-4.381,-4.814,-2.755,-4.809,-9.074,-8.127,-5.024,-5.361,-5.14,-5.036,-5.038,-9.595,-4.644,-5.968,-5.731,-6.205,-4.665,-8.035,-5.967,-4.616,-8.817,-3.813,-7.618,-5.25,-7.977,-11.967,-7.767,-5.416,-7.966,-9.739,-10.06,-5.056,-7.805,-7.588,-6.945,-5.423,-3.072,-4.312,-7.252,-7.983,-6.372,-2.982,-6.941,-14.061,-10.757,-7.325,-8.61,-10.202,-7.63,-10.51,-13.378,-10.318,-4.891,-10.546,-8.379,-7.299,-10.008,-9.193,-7.277,-10.245,-4.409,-7.346,-5.083,-4.782,-2.778,-5.916,-5.826,-7.349,-6.253,-11.262,-4.31,-2.605,-4.431,-3.662,-5.294,-3.688,-3.678,-4.886,-7.217,-4.185,-6.035,-6.231,-9.869,-9.359,-7.454,-7.344,-13.27,-6.101,-4.953,-5.712,-8.568,-5.722,-9.479,-4.32,-8.043,-8.127,-4.57,-4.722,-9.545,-4.008,-8.683,-6.238,-7.877,-5.705,-5.64,-5.557,-7.61,-15.765,-7.82,-5.301,-5.248,-6.024,-5.244,-3.215,-5.905,-4.856,-3.903,-6.129,-6.414,-5.594,-6.804,-5.268,-3.396,-6.57,-6.133,-6.356,-5.475,-5.905,-6.154,-8.237,-7.576,-8.729,-7.088,-4.07,-5.525,-4.953,-4.873,-9.457,-4.846,-3.011,-8.444,-4.012,-6.466,-3.412,-2.424,-3.37,-2.248,-4.293,-2.814,-2.695,-7.437,-5.251,-3.904,-5.138,-5.365,-7.317,-5.603,-9.295,-6.626,-4.287,-4.312,-5.352,-2.519,-2.83,-4.346,-3.207,-3.851,-4.423,-3.723,-8.645,-8.958,-4.323,-5.028,-4.905,-9.699,-3.566,-5.091,-9.401,-8.705,-6.407,-7.957,-7.404,-5.94,-6.543,-6.213,-7.185,-6.389,-4.756,-6.475,-6.365,-7.462,-6.83,-11.547,-10.189,-9.225,-10.993,-8.851,-9.278,-10.591,-3.654,-9.663,-6.644,-6.73,-7.272,-6.323,-10.248,-7.143,-6.678,-11.683,-7.056,-5.575,-8.197,-9.437,-11.637,-6.953,-8.455,-6.087,-6.709,-9.192,-10.006,-7.951,-7.935,-8.597,-5.654,-6.443,-4.801,-7.536,-6.841,-5.549,-3.112,-5.254,-4.728,-6.798,-4.13,-4.223,-2.695,-5.085,-6.986,-3.713,-5.861,-3.865,-4.245,-3.739,-4.07,-5.224,-4.322,-5.194,-2.937,-7.094,-4.676,-5.194,-4.734,-4.012,-7.045,-4.323,-4.68,-8.104,-5.003,-4.107,-16.169,-6.081,-7.066,-9.144,-4.88,-5.723,-9.74,-6.405,-6.442,-10.068,-6.009,-4.175,-7.574,-8.433,-6.509,-6.414,-3.463,-6.029,-7.738,-4.601,-7.924,-4.009,-6.366,-3.612,-7.817,-14.475,-5.728,-6.635,-6.297,-6.976,-5.747,-8.285,-7.234,-7.231,-11.776,-7.72,-4.946,-10.139,-5.415,-9.572,-6.876,-6.869,-7.092,-6.188,-3.75,-6.517,-7.243,-7.394,-9.612,-3.717,-4.913,-5.24,-4.58,-6.174,-5.126,-5.785,-5.479,-8.192,-4.741,-6.628,-9.84,-6.442,-7.41,-8.909,-8.672,-4.511,-7.615,-7.002,-4.483,-9.411,-4.063,-4.078,-4.952,-6.049,-6.684,-4.501,-5.805,-11.881,-5.942,-7.321,-6.034,-7.431,-5.069,-4.13,-5.195,-4.483,-3.793,-6.185,-11.501,-6.16,-5.477,-4.649,-4.898,-4.04,-5.191,-5.306,-3.417,-2.454,-3.728,-2.331,-8.54,-8.765,-8.559,-10.102,-7.67,-4.912,-9.377,-11.692,-8.746,-13.763,-5.274,-5.788,-5.144,-6.634,-8.078,-5.488,-8.372,-6.737,-4.86,-5.624,-3.897,-3.473,-3.791,-3.637,-5.366,-4.984,-4.46,-5.1,-6.311,-5.458,-7.776,-9.016,-8.511,-6.766,-8.052,-4.469,-5.794,-6.863,-6.247,-5.738,-6.429,-6.361,-5.322,-6.706,-4.46,-6.413,-5.943,-5.796,-4.539,-6.784,-4.424,-6.638,-4.164,-5.939,-6.542,-10.145,-5.458,-6.86,-4.033,-6.859,-5.375,-6.88,-6.698,-5.446,-5.124,-4.603,-5.934,-4.87,-5.115,-4.866,-6.303,-7.595,-11.575,-7.193,-5.589,-6.247,-9.016,-5.472,-7.427,-5.12,-4.4,-8.611,-6.388,-8.368,-4.248,-6.441,-9.901,-6.927,-9.356,-5.944,-4.598,-6.635,-5.98,-7.366,-2.791,-3.09,-4.274,-3.244,-3.922,-9.381,-4.528,-5.048,-4.16,-5.366,-4.46,-5.458,-6.496,-5.258,-4.394,-5.685,-8.117,-7.495,-8.094,-7.008,-6.597,-6.014,-5.069,-6.373,-6.256,-6.119,-2.881,-4.915,-2.384,-4.993,-3.662,-4.312,-3.639,-7.305,-5.568,-3.986,-4.368,-5.043,-8.415,-5.45,-7.379,-6.302,-4.75,-5.042,-5.193,-6.7,-6.854,-7.682,-6.702,-6.809,-6.357,-6.49,-3.768,-5.75,-6.671,-10.048,-5.131,-8.336,-5.395,-3.752,-3.692,-3.857,-7.102,-7.881,-3.852,-6.266,-4.041,-11.742,-7.618,-2.754,-2.29,-3.047,-13.401,-4.345,-4.032,-7.097,-4.572,-8.089,-8.194,-3.767,-5.316,-8.446,-6.15,-6.516,-9.437,-11.637,-8.765,-6.818,-7.111,-18.208,-3.608,-6.422,-15.488,-3.939,-10.293,-5.851,-4.338,-2.681,-2.65,-4.749,-4.529,-1.856,-2.049,-4.89,-4.208,-5.804,-5.261,-5.647,-9.474,-5.277,-7.009,-4.354,-6.261,-5.919,-4.252,-5.85,-2.203,-2.171,-3.801,-2.065,-2.277,-3.612,-3.489,-1.24,-3.315,-2.801,-8.735,-8.415,-2.253,-6.544,-4.603,-5.684,-6.73,-2.922,-6.05,-8.82,-11.89,-6.997,-8.148,-8.543,-7.658,-8.199,-6.179,-7.016,-6.616,-7.695,-3.758,-4.499,-2.851,-8.655,-5.668,-5.76,-3.823,-3.579,-4.438,-5.036,-3.75,-5.125,-4.637,-5.419,-5.995,-5.907,-5.816,-3.367,-4.516,-4.34,-7.877,-5.705,-5.64,-6.168,-6.476,-5.557,-4.583,-8.357,-6.093,-5.394,-4.541,-4.403,-6.082,-7.299,-4.107,-3.108,-4.283,-7.512,-5.701,-3.331,-7.989,-7.068,-7.105,-9.1,-11.712,-3.784,-8.356,-6.763,-2.665,-7.867,-3.332,-2.851,-2.981,-1.866,-2.714,-3.3,-3.023,-3.349,-3.208,-2.598,-8.894,-8.322,-7.837,-7.435,-8.073,-7.966,-8.514,-8.753,-9.14,-8.916,-7.498,-7.345,-5.509,-5.497,-5.389,-7.213,-9.225,-6.856,-5.892,-5.785,-3.634,-5.205,-5.445,-6.288,-7.754,-10.082,-10.002,-7.236,-8.305,-7.392,-5.843,-4.984,-4.904,-3.188,-3.48,-0.155,-4.028,-1.695,-4.276,-3.155,-5.08,-6.541,-5.317,-3.662,-5.79,-8.293,-4.957,-4.163,-9.408,-7.435,-5.983,-3.852,-5.308,-5.611,-3.538,-3.009,-6.05,-5.195,-5.764,-4.166,-4.12,-6.294,-7.117,-5.827,-4.207,-3.599,-3.362,-3.59,-8.3,-11.62,-5.998,-6.116,-4.761,-5.012,-2.292,-3.666,-4.749,-5.069,-4.434,-3.966,-4.154,-4.1,-4.238,-7.019,-6.785,-5.529,-9.017,-5.036,-4.997,-4.79,-8.072,-5.16,-6.757,-5.993,-7.559,-5.123,-5.549,-9.429,-3.613,-5.854,-11.742,-7.618,-5.089,-13.401,-2.405,-7.791,-1.469,-9.13,-11.733,-4.706,-6.98,-5.416,-5.623,-6.709,-5.047,-4.411,-4.238,-7.396,-7.439,-3.643,-11.997,-16.776,-14.393,-11.396,-14.641,-11.704,-12.75,-15.267,-9.397,-10.948,-7.086,-7.188,-7.992,-11.63,-7.329,-11.358,-11.647,-8.774,-5.853,-10.25,-5.738,-3.803,-3.332,-4.421,-5.7,-3.103,-5.528,-5.066,-3.715,-6.398,-2.762,-5.456,-4.739,-6.515,-5.274,-5.179,-5.036,-5.275,-7.229,-5.596,-6.997,-7.906,-4.35,-4.966,-9.164,-6.142,-3.637,-7.469,-4.607,-7.146,-4.054,-2.955,-9.987,-5.54,-11.973,-11.684,-10.03,-7.321,-6.504,-8.917,-3.993,-3.341,-6.251,-6.239,-4.717,-3.717,-5.96,-5.709,-5.849,-6.09,-4.578,-3.35,-2.851,-4.29,-7.361,-5.36,-5.048,-5.077,-4.388,-4.715,-11.237,-6.472,-6.516,-6.889,-9.554,-9.109,-6.271,-6.387,-10.587,-6.181,-6.205,-3.931,-7.701,-6.663,-7.401,-5.838,-4.886,-6.063,-5.308,-7.461,-15.099,-12.499,-7.906,-5.769,-12.46,-4.928,-6.641,-6.806,-13.53,-8.25,-7.798,-11.001,-8.135,-8.426,-8.138,-7.351,-13.749,-8.206,-12.45,-9.139,-8.55,-4.115,-4.951,-3.056,-7.525,-11.387,-6.111,-4.984,-6.634,-11.443,-6.447,-7.052,-10.383,-6.661,-6.474,-7.9,-10.607,-7.856,-7.238,-9.623,-4.399,-5.504,-4.221,-5.506,-3.755,-6.245,-4.675,-6.441,-4.756,-4.99,-5.063,-4.399,-5.21,-6.403,-5.263,-3.673,-4.95,-4.722,-5.28,-4.069,-3.592,-6.902,-4.296,-5.39,-4.312,-8.552,-4.15,-6.645,-6.966,-7.755,-4.969,-6.697,-4.873,-8.117,-7.237,-7.785,-7.048,-5.724,-4.034,-4.82,-4.611,-2.418,-3.292,-4.096,-3.825,-4.924,-4.193,-3.497,-4.623,-1.572,-5.105,-6.975,-7.478,-11.585,-8.313,-3.384,-7.145,-9.707,-9.566,-9.077,-6.009,-3.497,-6.136,-4.368,-4.183,-7.359,-5.804,-3.875,-5.411,-5.408,-3.24,-6.32,-3.787,-3.912,-2.278,-4.521,-6.021,-5.975,-7.786,-3.434,-5.105,-5.198,-14.52,-3.894,-8.797,-5.745,-7.511,-5.453,-5.795,-4.601,-4.654,-2.66,-5.389,-0.484,-5.121,-3.35,-3.613,-3.599,-7.018,-1.674,-3.254,-4.348,-4.798,-4.032,-4.443,-3.098,-5.612,-5.094,-6.009,-4.957,-4.77,-4.673,-2.749,-3.093,-4.614,-5.181,-2.384,-5.399,-7.088,-6.313,-5.119,-6.189,-6.519,-2.687,-5.222,-3.164,-5.234,-4.405,-5.007,-5.034,-5.37,-6.675,-4.577,-3.588,-5.278,-5.476,-4.889,-5.191,-6.557,-4.155,-4.887,-6.455,-5.261,-7.473,-7.523,-7.667,-7.168,-7.252,-5.723,-6.83,-6.008,-5.274,-8.3,-6.604,-11.063,-5.488,-5.075,-5.239,-6.736,-5.287,-8.255,-6.063,-6.397,-7.473,-8.458,-6.748,-4.952,-6.359,-6.595,-8.826,-6.377,-6.049,-4.333,-6.376,-6.024,-6.967,-5.053,-4.333,-4.722,-4.582,-5.355,-5.352,-4.593,-5.386,-4.877,-9.147,-6.887,-6.082,-7.242,-7.851,-3.93,-7.509,-5.744,-3.998,-6.376,-6.711,-4.877,-5.28,-6.508,-6.044,-5.902,-7.395,-6.671,-6.942,-5.224,-9.102,-6.185,-7.554,-8.409,-7.284,-5.862,-6.875,-3.525,-6.663,-6.92,-6.449,-6.364,-5.043,-10.558,-14.666,-8.5,-2.966,-7.496,-5.737,-4.847,-4.98,-7.118,-6.529,-7.029,-3.677,-9.021,-9.632,-10.268,-12.176,-6.889,-12.512,-11.878,-16.649,-14.416,-12.803,-4.376,-3.198,-5.242,-4.697,-2.818,-4.258,-5.152,-5.221,-4.537,-4.861,-13.295,-12.727,-12.83,-24.694,-15.25,-19.623,-16.84,-13.083,-16.192,-26.551,-4.424,-7.302,-10.902,-3.626,-5.435,-7.625,-6.312,-7.897,-6.164,-6.591,-5.649,-6.327,-6.264,-2.778,-8.858,-3.715,-5.968,-4.617,-4.232,-6.422,-5.08,-5.359,-10.454,-9.693,-5.423,-5.716,-4.298,-5.958,-5.727,-5.975,-7.005,-5.549,-8.263,-7.018,-7.996,-5.182,-2.612,-6.95,-4.07,-5.123,-7.719,-8.615,-8.179,-8.06,-10.557,-7.801,-9.914,-8.972,-6.269,-7.104,-7.621,-7.572,-8.0,-9.419,-9.243,-8.911,-8.543,-7.809,-4.588,-7.305,-5.373,-5.119,-4.058,-7.034,-3.734,-3.558,-6.016,-5.929,-5.06,-7.18,-6.091,-9.415,-7.623,-4.896,-7.686,-10.537,-7.185,-4.537,-7.015,-9.229,-7.636,-11.336,-6.183,-4.574,-4.496,-7.285,-8.011,-9.503,-7.241,-9.032,-2.43,-4.403,-3.158,-4.593,-2.983,-3.318,-2.717,-5.439,-5.375,-4.964,-3.214,-7.644,-4.232,-4.43,-8.032,-6.278,-9.25,-7.064,-5.79,-7.616,-5.74,-5.025,-9.249,-7.87,-3.974,-7.18,-9.629,-6.464,-11.727,-4.826,-2.958,-3.332,-9.297,-8.099,-9.162,-2.808,-5.275,-8.323,-4.393,-10.201,-9.111,-7.063,-7.007,-10.557,-7.649,-7.706,-6.764,-7.557,-10.021,-10.104,-6.103,-5.602,-7.44,-3.395,-4.356,-8.639,-7.033,-4.443,-5.787,-4.695,-6.657,-7.153,-4.008,-6.956,-5.348,-5.087,-7.256,-3.03,-4.497,-6.46,-5.048,-5.062,-1.224,-5.198,-6.303,-4.098,-4.61,-4.193,-4.691,-4.449,-8.165,-8.488,-11.722,-12.478,-10.31,-5.223,-10.051,-9.277,-13.208,-9.607,-8.152,-4.439,-5.991,-4.496,-8.789,-8.975,-5.501,-4.262,-6.872,-5.321,-4.065,-9.268,-6.352,-4.483,-5.439,-7.561,-5.729,-3.268,-7.724,-8.283,-6.49,-5.074,-1.927,-5.831,-6.071,-4.617,-3.185,-3.464,-3.687,-7.834,-23.163,-8.739,-16.028,-16.383,-28.939,-22.595,-16.437,-12.529,-24.955,0.829,-4.1,-5.084,-4.118,-6.621,-4.65,-5.137,-4.389,-5.005,-4.481,-3.292,-3.685,-3.047,-6.073,-4.891,-4.18,-7.507,-3.42,-4.876,-3.036,-3.99,-8.894,-7.837,-8.308,-8.29,-7.435,-8.073,-7.966,-7.14,-8.753,-7.828,-5.635,-5.089,-3.277,-6.622,-3.628,-5.443,-3.41,-1.307,-7.767,-7.087,-11.991,-15.099,-12.499,-8.281,-12.623,-15.843,-12.46,-10.202,-7.118,-11.842,-5.319,-6.117,-9.624,-3.445,-5.015,-4.65,-3.244,-5.198,-6.416,-3.986,-6.288,-5.829,-8.529,-8.581,-7.861,-7.562,-9.638,-6.764,-6.253,-7.494,-9.529,-6.914,-9.382,-10.109,-11.324,-11.805,-10.261,-19.543,-17.635,-10.661,-7.587,-12.616,-11.568,-9.603,-10.785,-10.01,-5.4,-6.595,-10.331,-10.574,-11.854,-6.152,-4.938,-2.43,-3.597,-2.993,-4.188,-4.48,-2.479,-3.941,-4.438,-5.073,-4.613,-4.537,-4.918,-3.598,-4.892,-4.482,-4.821,-4.687,-5.655,-4.518,-3.8,-3.87,-5.197,-4.612,-2.095,-2.578,-4.903,-1.66,-3.803,-3.825,-2.057,-8.076,-8.059,-7.088,-6.887,-7.355,-4.414,-8.259,-1.684,-9.401,-5.118,-8.909,-7.615,-7.002,-7.179,-8.137,-5.189,-8.052,-11.031,-7.014,-7.985,-4.27,-4.768,-5.343,-4.661,-5.802,-6.669,-5.727,-4.264,-5.093,-4.463,-12.779,-9.849,-10.093,-7.974,-13.438,-8.745,-9.578,-16.803,-9.017,-8.745,-5.84,-7.907,-6.4,-6.373,-3.885,-4.947,-7.511,-5.356,-5.839,-3.462,-5.472,-3.257,-1.999,-2.887,-5.54,-5.583,-7.083,-6.473,-5.253,-7.252,-8.284,-9.539,-4.832,-9.295,-10.837,-6.318,-6.968,-9.935,-7.306,-11.725,-8.618,-8.9,-6.939,-12.185,-5.389,-9.468,-7.581,-7.987,-6.547,-9.209,-4.39,-6.142,-4.026,-6.0,-6.351,-6.638,-4.964,-4.892,-5.057,-6.128,-10.109,-15.159,-8.697,-14.454,-12.695,-14.084,-10.965,-8.461,-5.742,-18.435,-9.258,-7.379,-7.458,-9.573,-8.607,-7.689,-7.474,-8.497,-6.307,-6.713,-6.538,-4.642,-4.892,-5.522,-7.893,-5.744,-4.203,-4.027,-3.292,-5.702,-9.933,-7.43,-6.18,-4.457,-8.119,-7.979,-7.524,-6.511,-6.084,-8.148,-5.329,-3.865,-3.511,-3.161,-4.891,-3.945,-7.768,-4.939,-7.348,-4.201,-5.044,-7.885,-8.81,-7.222,-10.497,-9.72,-6.334,-6.446,-12.627,-6.585,-6.115,-3.539,-6.044,-6.067,-4.938,-4.787,-2.515,-4.841,-4.402,-3.597,-7.275,-5.666,-4.478,-5.884,-7.009,-8.741,-6.67,-5.431,-5.334,-7.069,-3.787,-7.956,-7.259,-3.909,-5.049,-6.482,-6.67,-2.708,-4.213,-5.85,-4.75,-4.572,-5.352,-4.32,-6.422,-3.743,-3.313,-4.418,-3.857,-3.825,-7.301,-6.306,-5.46,-8.145,-7.281,-5.226,-8.571,-10.117,-5.184,-8.868,-5.355,-5.352,-6.049,-7.665,-6.324,-10.827,-5.639,-3.65,-8.707,-6.832,-4.79,-2.785,-4.522,-2.815,-2.955,-3.802,-6.712,-3.825,-3.704,-8.014,-7.242,-6.378,-5.024,-5.68,-8.503,-10.454,-5.876,-6.021,-5.317,-5.303,-3.116,-4.467,-5.087,-6.521,-4.748,-4.682,-6.269,-5.531,-2.498,-6.628,-5.698,-6.098,-5.447,-5.178,-7.102,-4.782,-6.551,-4.958,-4.371,-8.667,-3.791,-2.811,-4.169,-4.519,-4.375,-4.62,-3.565,-4.691,-4.318,-4.096,-7.973,-11.196,-5.247,-7.75,-8.191,-4.463,-9.774,-7.927,-14.037,-10.644,-8.271,-6.069,-7.495,-5.128,-7.126,-2.292,-6.167,-5.725,-6.978,-3.544,-8.117,-8.745,-7.699,-5.998,-5.964,-7.547,-6.116,-6.852,-5.546,-7.624,-6.851,-6.698,-4.042,-6.746,-4.42,-6.185,-6.013,-5.165,-5.993,-8.357,-6.589,-8.418,-4.275,-5.782,-7.208,-5.637,-6.659,-4.84,-8.017,-8.16,-2.66,-5.119,-8.317,-9.381,-6.705,-5.255,-3.631,-4.616,-5.41,-2.101,-4.79,-4.617,-6.422,-10.298,-9.029,-4.012,-7.903,-8.052,-4.53,-6.255,-8.467,-6.648,-8.9,-4.908,-4.312,-6.548,-6.02,-9.724,-7.57,-6.198,-5.969,-9.551,-7.574,-6.549,-7.227,-8.605,-7.56,-7.873,-4.278,-8.159,-9.805,-24.639,-9.33,-7.694,-4.406,-11.515,-7.576,-7.835,-4.584,-11.233,-2.66,-7.252,-7.271,-5.219,-5.334,-6.062,-5.74,-6.85,-5.666,-5.475,-9.32,-9.373,-10.58,-5.757,-8.808,-11.459,-9.662,-5.16,-6.033,-4.576,-4.329,-3.294,-5.015,-4.361,-3.558,-6.081,-3.755,-5.749,-4.099,-4.883,-6.007,-4.32,-5.874,-6.566,-7.614,-6.312,-6.038,-5.032,-7.243,-4.505,-4.956,-6.087,-6.166,-5.175,-4.387,-4.229,-9.255,-5.137,-4.534,-3.31,-1.329,-3.436,-4.189,-4.642,-2.283,-1.627,-4.967,-4.178,-2.323,-3.875,-3.711,-5.42,-3.492,-6.279,-13.554,-7.493,-7.971,-6.033,-3.211,-6.005,-3.412,-8.4,-6.504,-6.061,-5.26,-4.128,-7.571,-4.562,-9.168,-8.851,-4.704,-7.899,-3.657,-7.754,-9.09,-7.001,-2.761,-6.504,-6.589,-4.672,-5.296,-6.594,-7.321,-6.389,-14.291,-2.676,-3.696,-6.562,-6.45,-4.808,-8.386,-3.941,-5.428,-7.969,-5.362,-9.576,-7.328,-5.513,-5.984,-5.595,-7.242,-10.454,-5.172,-5.458,-9.841,-5.573,-5.975,-10.229,-4.276,-5.558,-3.805,-4.823,-5.735,-6.149,-6.403,-9.357,-6.086,-4.459,-6.234,-11.81,-8.108,-4.891,-7.768,-1.948,-5.518,-1.8,-4.017,-3.812,-5.777,-5.148,-6.78,-4.639,-8.016,-4.5,-5.138,-3.951,-4.461,-4.887,-4.73,-6.654,-6.577,-3.657,-6.797,-6.053,-9.09,-5.908,-7.689,-5.638,-7.001,-8.584,-3.874,-4.272,-4.823,-6.273,-4.722,-6.584,-5.431,-5.743,-5.513,-5.481,-5.089,-4.519,-5.212,-4.276,-6.518,-2.918,-6.135,-5.101,-5.122,-4.692,-9.177,-2.83,-4.496,-5.929,-10.615,-5.063,-5.549,-2.793,-4.969,-5.867,-2.372,-4.896,-3.87,-2.462,-4.724,-5.459,-6.266,-0.419,-5.259,-3.379,-5.436,-8.029,-9.754,-11.597,-7.182,-6.239,-11.991,-11.429,-6.588,-4.908,-11.314,-7.681,-6.728,-5.944,-8.077,-5.947,-5.587,-10.132,-10.21,-10.098,-4.674,-4.508,-5.619,-3.413,-3.316,-4.79,-5.265,-3.892,-2.662,-4.56,-5.14,-2.871,-6.077,-7.198,-8.553,-7.951,-6.962,-5.368,-6.401,-2.694,-6.069,-7.352,-6.859,-5.117,-6.071,-7.626,-3.544,-6.246,-7.067,-5.55,-5.356,-6.033,-7.383,-3.193,-5.359,-7.431,-5.002,-12.313,-9.288,-8.58,-8.889,-8.39,-10.896,-7.845,-8.464,-9.095,-10.711,-5.125,-7.481,-5.531,-5.894,-11.805,-8.197,-8.781,-6.827,-7.801,-8.361,-4.61,-5.6,-5.548,-2.248,-3.06,-7.635,-6.455,-7.667,-2.659,-5.522,-3.083,-5.338,-4.595,-4.209,-3.675,-6.502,-4.63,-10.0,-4.652,-6.473,-5.257,-6.903,-5.426,-6.349,-6.071,-9.309,-6.97,-8.726,-7.867,-6.295,-7.259,-5.001,-4.808,-4.008,-3.413,-2.974,-4.04,-3.115,-4.939,-4.196,-4.78,-2.661,-2.613,-3.618,-3.706,-5.718,-4.311,-3.853,-2.508,-3.339,-10.585,-3.46,-6.404,-6.237,-4.913,-4.649,-3.769,-5.402,-4.921,-4.898,-7.542,-4.629,-5.912,-2.722,-5.472,-3.779,-3.643,-4.115,-7.242,-3.69,-3.272,-5.679,-3.518,-4.858,-3.943,-7.83,-5.507,-7.119,-5.848,-12.532,-4.836,-4.627,-4.057,-4.719,-3.141,-3.709,-2.217,-3.646,-4.113,-3.705,-4.493,-7.41,-7.633,-5.997,-4.716,-7.811,-8.991,-7.441,-9.921,-9.341,-7.974,-7.399,-5.261,-5.203,-6.762,-4.482,-3.425,-5.144,-5.864,-5.292,-2.956,-3.971,-5.477,-6.404,-10.059,-3.824,-8.871,-7.542,-3.758,-4.407,-3.728,-6.687,-6.678,-5.619,-8.168,-9.932,-5.171,-8.442,-10.388,-11.26,-6.223,-5.733,-9.389,-11.015,-5.323,-7.415,-5.6,-9.522,-9.719,-7.174,-6.987,-5.213,-6.243,-6.635,-2.659,-2.443,-4.923,-4.139,-6.528,-4.47,-5.048,-8.47,-9.628,-8.633,-6.911,-5.212,-8.458,-8.594,-7.348,-9.465,-14.41,-5.08,-3.864,-7.242,-6.541,-10.454,-5.458,-5.573,-6.706,-8.293,-4.957,-4.038,-3.314,-4.699,-4.941,-3.542,-3.254,-4.489,-4.741,-1.974,-4.055,-5.149,-7.242,-6.954,-5.519,-5.175,-5.458,-6.476,-6.298,-7.691,-5.573,-6.621,-4.328,-4.136,-3.925,-3.15,-3.522,-3.01,-4.0,-4.931,-4.011,-5.865,-6.26,-6.198,-11.902,-6.121,-9.676,-5.849,-7.136,-5.631,-12.106,-4.235,-4.276,-4.956,-6.087,-5.295,-6.117,-4.808,-4.166,-5.211,-5.046,-5.339,-6.892,-7.248,-8.124,-8.417,-4.74,-6.353,-8.612,-7.512,-5.468,-8.0,-8.32,-8.538,-5.328,-5.605,-7.402,-5.291,-7.517,-3.957,-4.126,-7.002,-5.14,-6.281,-8.621,-4.969,-7.309,-8.373,-6.833,-7.891,-8.92,-3.864,-7.242,-3.533,-5.507,-4.837,-11.642,-5.113,-8.56,-4.065,-7.628,-6.894,-6.494,-8.087,-7.089,-8.64,-7.492,-6.453,-7.77,-9.184,-9.635,-9.708,-6.335,-8.163,-6.688,-8.247,-8.401,-12.782,-5.885,-12.85,-9.441,-6.98,-4.564,-4.975,-8.352,-3.375,-4.887,-5.11,-5.501,-4.801,-4.774,-4.49,-3.011,-3.661,-8.444,-5.077,-6.032,-5.2,-3.412,-7.327,-13.58,-5.186,-10.609,-5.791,-5.949,-5.591,-5.742,-7.288,-6.514,-7.36,-6.062,-8.043,-7.524,-8.45,-9.376,-6.509,-9.147,-6.318,-9.16,-9.454,-8.342,-6.253,-3.294,-5.893,-3.699,-4.177,-5.987,-5.453,-7.848,-3.589,-5.656,-5.555,-5.251,-6.717,-8.033,-6.7,-4.922,-4.463,-3.994,-6.486,-7.523,-10.395,-11.706,-7.609,-9.515,-7.725,-1.458,-10.481,-7.96,-6.76,-7.757,-4.227,-8.18,-8.285,-11.652,-9.527,-7.099,-8.251,-8.908,-8.13,-9.086,-7.358,-6.081,-4.75,-6.966,-3.289,-5.067,-4.689,-4.358,-9.32,-3.982,-7.985,-9.682,-5.245,-7.432,-7.297,-9.104,-7.787,-8.733,-4.934,-6.156,-5.784,-6.345,-6.603,-3.873,-5.815,-6.694,-4.308,-4.943,-3.864,-6.156,-4.915,-6.281,-9.545,-8.069,-7.362,-6.318,-4.797,-11.715,-5.638,-3.234,-7.476,-10.14,-2.777,-8.698,-7.945,-8.51,-5.701,-7.418,-6.371,-7.938,-3.011,-8.317,-4.474,-7.271,-9.092,-4.677,-3.771,-6.286,-6.097,-5.911,-7.829,-6.287,-7.382,-7.996,-6.711,-7.016,-6.084,-8.509,-8.423,-5.708,-6.725,-6.459,-8.296,-4.494,-3.144,-3.594,-5.246,-7.671,-4.025,-5.246,-3.627,-3.559,-9.127,-5.688,-3.818,-5.7,-3.368,-7.255,-3.871,-4.926,-5.11,-4.221,-6.568,-4.295,-4.513,-9.417,-5.404,-5.064,-10.388,-6.263,-6.537,-6.612,-6.403,-7.697,-10.232,-3.397,-9.075,-4.413,-4.185,-4.946,-3.663,-3.251,-3.374,-4.444,-3.723,-4.121,-6.104,-7.23,-7.226,-5.122,-5.634,-4.532,-6.13,-5.515,-7.895,-5.181,-3.539,-7.813,-6.862,-5.077,-6.636,-7.119,-10.646,-11.845,-6.313,-9.832,-7.266,-4.413,-5.317,-2.174,-8.152,-7.086,-4.657,-4.185,-6.845,-4.538,-6.612,-5.484,-6.691,-4.658,-9.033,-6.257,-6.313,-7.357,-6.965,-6.141,-4.973,-4.971,-4.51,-7.395,-6.725,-5.56,-6.112,-6.924,-6.146,-8.116,-5.614,-4.688,-4.522,-3.511,-3.854,-5.784,-5.024,-4.237,-3.459,-3.972,-5.254,-3.495,-4.235,-7.008,-5.08,-0.845,-4.041,-8.537,-5.635,-7.618,-13.401,-6.657,-2.722,-6.34,-6.656,-5.336,-7.139,-6.738,-4.008,-5.753,-4.38,-4.801,-5.53,-5.211,-4.603,-10.401,-4.374,-5.926,-4.262,-4.903,-4.152,-7.636,-10.265,-7.119,-6.091,-6.885,-8.638,-5.673,-7.452,-8.208,-7.266,-9.481,-5.825,-9.915,-6.606,-10.072,-13.959,-8.337,-10.065,-6.973,-6.099,-8.79,-7.822,-5.453,-4.987,-7.67,-5.62,-5.322,-7.45,-5.502,-7.794,-6.181,-8.964,-7.507,-7.757,-8.955,-11.797,-8.756,-8.39,-7.449,-9.321,-3.06,-6.302,-3.701,-3.098,-5.784,-2.955,-6.253,-4.376,-6.345,-4.177,-6.88,-5.831,-4.042,-5.297,-6.398,-6.185,-4.773,-4.134,-5.032,-7.682,-6.257,-12.142,-6.897,-8.565,-9.929,-6.424,-6.162,-8.652,-7.397,-3.94,-4.627,-6.237,-4.65,-4.495,-9.177,-4.354,-4.461,-3.963,-4.887,-3.765,-12.378,-17.237,-11.667,-14.459,-15.421,-9.671,-12.956,-9.788,-10.142,-10.693,-16.427,-7.425,-28.785,-24.539,-29.442,-13.707,-15.137,-24.894,-25.275,-17.098,-16.427,-7.425,-28.785,-24.539,-29.442,-13.707,-15.137,-24.894,-25.275,-17.098,-12.808,-14.323,-6.095,-13.086,-9.894,-14.461,-7.362,-6.887,-13.771,-15.635,-1.948,-2.414,-3.929,-4.342,-4.592,-3.525,-4.368,-3.226,-4.019,-5.206,-4.474,-7.478,-6.002,-10.854,-8.735,-7.795,-8.106,-8.187,-5.816,-8.371,-6.153,-7.158,-7.174,-7.794,-8.254,-5.373,-6.487,-7.027,-4.87,-5.215,-4.575,-4.083,-5.545,-1.986,-6.617,-5.966,-2.873,-5.436,-5.532,-4.987,-5.912,-4.726,-7.231,-9.364,-12.367,-8.154,-5.961,-10.384,-5.976,-3.006,-3.671,-6.211,-8.584,-3.508,-5.637,-4.878,-5.077,-4.702,-6.779,-5.024,-3.928,-6.057,-5.71,-6.516,-6.114,-6.781,-4.4,-4.464,-5.796,-6.724,-5.024,-4.88,-6.021,-5.699,-6.926,-7.13,-5.15,-4.147,-6.9,-5.869,-5.779,-5.191,-6.47,-7.806,-7.907,-6.455,-6.675,-8.96,-3.373,-6.962,-3.671,-4.993,-3.895,-4.841,-3.508,-4.356,-2.066,-4.607,-6.13,-6.568,-3.704,-7.119,-3.834,-4.292,-6.093,-9.093,-4.975,-6.233,-4.192,-5.647,-5.447,-5.84,-5.101,-5.317,-5.1,-4.057,-4.922,-4.298,-6.998,-5.573,-4.538,-5.349,-4.978,-4.877,-1.949,-3.815,-1.918,-3.77,-2.614,-3.346,-5.817,-8.322,-7.26,-5.639,-7.247,-6.631,-9.723,-9.4,-10.901,-5.966,-6.1,-4.054,-7.738,-7.097,-7.333,-8.527,-6.746,-3.645,-6.049,-8.58,-8.503,-5.84,-6.738,-5.175,-5.161,-5.716,-7.691,-5.929,-6.998,-3.546,-3.998,-5.831,-4.864,-4.081,-5.249,-14.867,-5.017,-10.202,-3.877,-6.518,-2.99,-6.656,-5.326,-5.247,-3.102,-3.109,-5.327,-4.072,-3.49,-7.562,-4.956,-6.087,-6.514,-3.546,-7.428,-5.172,-5.137,-4.709,-7.138,-6.992,-4.612,-6.161,-6.343,-8.597,-5.13,-6.264,-3.258,-8.41,-3.447,-5.038,-7.018,-8.127,-8.437,-5.695,-6.772,-10.606,-5.719,-8.037,-4.599,-9.14,-4.943,-8.698,-2.174,-6.873,-7.99,-5.301,-7.153,-7.231,-2.39,-4.342,-12.151,-14.112,-9.165,-10.513,-5.694,-8.478,-13.517,-7.658,-3.032,-7.94,-5.732,-8.493,-6.606,-4.22,-5.652,-6.335,-5.065,-7.258,-5.808,-6.546,-6.657,-4.413,-7.19,-7.086,-6.34,-7.165,-6.677,-6.753,-3.272,-6.713,-5.863,-5.253,-6.78,-4.84,-9.177,-6.669,-4.376,-4.934,-4.808,-6.636,-5.863,-5.784,-4.136,-5.893,-4.135,-3.664,-5.563,-5.047,-4.132,-3.951,-3.995,-5.919,-6.213,-5.799,-5.87,-5.404,-5.366,-4.925,-4.18,-4.362,-4.605,-4.135,-4.349,-3.706,-3.654,-4.703,-5.435,-5.199,-3.212,-5.058,-7.721,-4.944,-6.778,-8.073,-7.443,-7.745,-8.707,-9.105,-7.616,-7.855,-7.749,-6.51,-10.96,-7.03,-8.119,-6.26,-7.118,-10.057,-7.186,-9.614,-7.778,-8.767,-3.691,-8.019,-5.169,-3.674,-12.231,-10.663,-3.501,-10.74,-26.813,-24.56,-29.745,-33.655,-26.191,-25.38,-24.021,-23.616,-25.035,-23.98,-7.008,-0.845,-9.882,-10.809,-8.143,-7.134,-8.136,-13.274,-14.881,-2.949,-3.159,-5.287,-3.193,-6.702,-2.54,-5.254,-3.738,-3.366,-4.741,-3.51,-4.598,-3.378,-2.825,-7.302,-3.542,-4.922,-6.095,-3.532,-8.194,-7.523,-2.279,-2.92,-3.875,-2.104,-3.948,-1.084,-3.979,-0.753,-7.331,-2.638,-7.431,-6.498,-7.946,-8.189,-5.887,-6.547,-7.016,-11.317,-8.892,-9.689,-3.183,-3.067,-4.41,-3.047,-4.249,-4.685,-3.08,-4.564,-4.446,-2.851,-10.692,-14.475,-5.287,-9.16,-3.61,-10.806,-7.886,-13.306,-8.869,-4.23,-5.597,-5.736,-6.511,-4.526,-5.549,-4.65,-5.276,-8.225,-7.009,-6.902,-7.081,-9.014,-7.276,-4.654,-6.812,-6.966,-5.871,-6.608,-10.521,-13.306,-7.16,-7.431,-6.468,-8.189,-6.416,-6.441,-8.399,-8.649,-7.104,-7.851,-3.498,-5.229,-11.469,-5.247,-7.802,-3.594,-7.634,-5.227,-5.747,-5.508,-1.821,-3.374,-3.546,-1.493,-3.853,-2.188,-2.643,-4.434,-3.475,-1.792,-2.66,-4.673,-3.853,-4.294,-2.131,-3.847,-3.457,-3.8,-3.528,-1.831,-7.749,-10.96,-7.03,-6.26,-10.057,-8.686,-5.228,-10.432,-4.395,-9.29,-28.37,-27.322,-28.341,-24.116,-28.174,-28.285,-30.119,-30.509,-26.974,-30.378,-28.071,-28.425,-23.984,-27.124,-28.689,-24.872,-24.894,-23.629,-21.687,-29.102,-6.813,-8.274,-12.659,-9.358,-11.443,-10.666,-10.144,-13.036,-11.947,-11.656,-11.92,-11.266,-9.694,-10.499,-12.244,-8.131,-12.362,-11.555,-9.651,-11.012,-5.548,-4.113,-5.643,-3.254,-3.314,-6.237,-5.457,-4.913,-4.42,-4.659,-5.339,-6.097,-10.449,-7.084,-7.777,-5.33,-12.185,-7.414,-10.029,-9.689,-7.008,-9.882,-10.809,-8.537,-8.143,-7.0,-2.754,-9.041,-2.405,-2.839,-6.069,-7.644,-8.659,-6.806,-5.812,-4.38,-6.639,-7.352,-5.102,-7.502,-4.84,-5.028,-10.672,-7.036,-5.782,-10.909,-3.774,-5.555,-8.1,-5.533,-4.627,-6.78,-4.495,-4.329,-5.014,-4.934,-6.715,-5.138,-7.248,-3.215,-6.925,-5.84,-5.101,-4.84,-6.01,-5.285,-4.298,-5.929,-6.998,-3.662,-28.37,-27.18,-27.322,-28.341,-24.116,-28.174,-28.285,-30.119,-30.509,-26.974,-6.571,-8.767,-9.266,-10.149,-3.691,-11.938,-8.213,-6.929,-11.78,-9.236,-6.124,-7.335,-8.765,-6.833,-7.955,-7.113,-5.579,-5.926,-8.332,-6.752,-10.711,-10.899,-13.232,-6.623,-13.175,-9.024,-14.419,-7.705,-12.686,-13.049,-3.766,-5.079,-5.174,-3.479,-3.65,-4.939,-3.181,-3.523,-3.869,-4.388,-4.943,-5.787,-4.38,-5.64,-10.666,-5.273,-7.907,-6.611,-4.202,-9.181,-9.853,-10.057,-5.408,-6.069,-8.794,-8.159,-4.882,-5.765,-6.171,-4.651,-5.11,-4.357,-4.221,-6.453,-6.568,-4.295,-4.513,-13.27,-5.404,-7.242,-4.88,-5.317,-5.515,-10.364,-5.869,-9.086,-8.869,-9.492,-7.373,-8.209,-10.613,-5.702,-9.75,-9.742,-19.82,-13.009,-10.701,-4.485,-7.55,-3.669,-3.332,-4.726,-4.178,-5.098,-3.915,-3.585,-4.544,-3.243,-3.581,-0.514,-1.321,-1.653,-0.89,-2.288,-2.524,-1.252,-2.32,-0.142,-1.797,-3.685,-2.66,-1.224,-1.322,-4.062,-2.29,-4.142,-2.256,-4.294,-1.784,-8.198,-7.556,-4.022,-6.343,-5.451,-9.345,-4.32,-4.644,-7.407,-10.208,-8.407,-8.497,-4.891,-4.787,-11.094,-6.098,-8.304,-7.144,-7.848,-6.506,-3.213,-5.677,-6.19,-5.93,-9.068,-7.04,-8.959,-9.143,-5.843,-6.81,-7.091,-5.274,-8.185,-7.535,-5.767,-9.911,-12.026,-8.029,-7.665,-7.459,-7.77,-5.709,-8.773,-6.896,-4.713,-9.899,-8.697,-12.727,-10.582,-13.974,-8.126,-5.385,-4.121,-3.509,-4.223,-7.15,-7.755,-7.964,-8.529,-8.958,-8.365,-8.521,-11.003,-9.801,-8.949,-9.946,-7.449,-23.953,-24.407,-25.277,-25.603,-23.062,-23.99,-25.071,-24.934,-25.175,-24.508,-4.112,-6.954,-5.447,-1.493,-4.404,-4.362,-8.089,-4.163,-4.055,-4.402,-5.08,-7.242,-6.925,-5.295,-9.825,-5.958,-6.469,-7.503,-7.512,-6.39,-8.936,-10.048,-9.113,-8.827,-5.779,-13.455,-7.3,-6.055,-5.067,-6.689,-6.846,-8.167,-6.586,-6.507,-4.915,-11.249,-1.215,-4.169,-3.033,-2.592,-2.987,-4.208,-3.216,-3.144,-3.62,-1.838,-4.424,-4.164,-6.859,-11.764,-6.238,-6.385,-6.126,-5.844,-13.417,-5.286,-21.306,-22.01,-23.515,-24.972,-25.191,-22.451,-23.943,-24.185,-24.146,-24.726,-4.84,-5.516,-7.159,-8.914,-7.749,-7.938,-8.252,-6.998,-4.984,-10.017,-7.494,-5.957,-4.067,-3.43,-3.684,-3.764,-6.511,-4.309,-4.629,-9.335,-5.472,-8.514,-11.99,-11.939,-7.072,-11.093,-11.831,-4.218,-4.898,-5.889,-8.628,-5.366,-4.487,-8.003,-3.299,-7.167,-4.746,-5.564,-3.571,-4.907,-2.905,-5.872,-4.571,-4.619,-6.512,-6.248,-8.114,-6.579,-6.269,-6.015,-10.679,-8.876,-20.033,-3.055,-6.326,-3.494,-7.198,-5.199,-6.344,-1.786,-4.679,-4.004,-4.543],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Loudness\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Tracks\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\",\"title\":{\"text\":\"Distribution of Loudness\",\"x\":0.5,\"xanchor\":\"center\"},\"width\":1000,\"height\":600,\"annotations\":[{\"font\":{\"size\":15},\"showarrow\":false,\"text\":\"Mean: -7.67\",\"x\":0,\"xref\":\"paper\",\"y\":1.05,\"yref\":\"paper\"}]},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('c9b32403-fdf5-493c-9266-c77b14521789');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## **Project Documentation** \n",
        "\n",
        "\n",
        "\n",
        "## Introduction And Motivation:\n",
        "\n",
        "The global music industry is a diverse and ever-evolving landscape, characterized by the artistic expressions of countless musicians and bands across various genres. In recent years, platforms like Spotify and YouTube have played a significant role in the distribution and consumption of music, providing valuable insights into the popularity and performance of songs from various artists worldwide. This Dataset of Songs offers a comprehensive analysis of musical tracks by several artists, focusing on the statistics of music versions on Spotify and the official music video views on YouTube.\n",
        "\n",
        "\n",
        "This dataset is a rich resource for researchers, music enthusiasts, and industry professionals alike, as it captures 26 variables for each song collected from Spotify. These variables encompass a wide range of information, such as the number of streams, acousticness, danceability, energy, instrumentalness, liveness, loudness, speechiness, valence, and tempo, among others. Moreover, the dataset also highlights the number of views each official music video has garnered on YouTube, offering an additional perspective on the song's overall success and impact.\n",
        "\n",
        "\n",
        "\n",
        "By analyzing this extensive dataset, it becomes possible to gain a deeper understanding of the factors contributing to a song's popularity, as well as the trends and preferences shaping the global music landscape. Ultimately, the Dataset of Songs serves as a valuable tool for exploring the complex dynamics of the music industry and the multitude of artists that continue to captivate audiences around the world.\n"
      ],
      "metadata": {
        "id": "-s9sLXfgQ8ht"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "The dataset comprises **26 variables** per song gathered from Spotify, with a brief description of each provided below:\n",
        "\n",
        "1. Track: the song's name as displayed on Spotify\n",
        "2. Artist: the name of the song's artist\n",
        "3. Url_spotify: the URL link to the song on Spotify\n",
        "4. Album: the name of the album on which the song appears on Spotify\n",
        "5. Album_type: indicates whether the song is a single or part of an album on Spotify\n",
        "6. Uri: a Spotify link utilized to locate the song through the API\n",
        "7. Danceability: a measure ranging from 0.0 to 1.0 that assesses a track's suitability for dancing based on factors such as tempo, rhythm stability, beat strength, and overall regularity\n",
        "8. Energy: a measure ranging from 0.0 to 1.0 that represents a perceptual gauge of intensity and activity, with energetic tracks feeling fast, loud, and noisy\n",
        "9. Key: the key in which the track is played, with integers mapped to pitches utilizing standard Pitch Class notation\n",
        "10. Loudness: the overall loudness of the track in decibels (dB)\n",
        "11. Speechiness: an indicator of whether spoken words are present in a track, with values above 0.66 suggesting that the recording is mostly speech-like\n",
        "12. Acousticness: a metric from 0.0 to 1.0 representing the level of confidence that the track is acoustic\n",
        "13. Instrumentalness: a prediction of whether a track contains no vocals, with values approaching 1.0 indicating a higher likelihood of instrumental content\n",
        "14. Liveness: a measure detecting whether an audience is present in the recording, with higher values indicating a greater probability of the track being performed live\n",
        "15. Valence: a measure ranging from 0.0 to 1.0 describing the degree of positivity conveyed by the track's music\n",
        "16. Tempo: an estimate of the track's overall tempo in beats per minute (BPM)\n",
        "17. Duration_ms: the track's duration in milliseconds\n",
        "18. Stream: the number of times the song has been streamed on Spotify\n",
        "19. Url_youtube: the URL link to any associated video on YouTube\n",
        "Title: the title of the video clip on YouTube\n",
        "20. Channel: the name of the channel that published the video\n",
        "21. Views: the number of views the video has received on YouTube\n",
        "22. Likes: the number of likes the video has received on YouTube\n",
        "23. Comments: the number of comments the video has received on YouTube\n",
        "23. Description: a description of the video on YouTube\n",
        "24. Licensed: an indicator of whether the video represents licensed content\n",
        "25. official_video: a boolean value indicating whether the video found is the official video for the song."
      ],
      "metadata": {
        "id": "AUqnq1xUiemr"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## The Propose Approach:\n",
        "\n",
        "**Meaningful Question Graph 1:**\n",
        "\n",
        "What is the proportion of each album type in the 'Spotify_Youtube.csv' dataset as visualized using a pie chart?:\n",
        "\n",
        "- The purpose of this code is to read a dataset of songs from various artists, specifically the 'Spotify_Youtube.csv' file, and visualize the distribution of different album types in the dataset using a pie chart.\n",
        "\n",
        "\n",
        "- The code starts by importing the necessary libraries: pandas, matplotlib, and numpy. It then reads the dataset into a dataframe and counts the occurrences of each album type using the 'value_counts()' function.\n",
        "\n",
        "\n",
        "- Afterward, the code creates a pie chart with the album types as labels and their respective counts as the sizes of the pie slices. The chart is formatted with a percentage display for each slice, a starting angle of 30 degrees, an equal aspect ratio to ensure the chart is circular, and a title. A legend is also added to the chart for better readability.\n",
        "\n",
        "- We chose this graph to be a be a pie chart for the following reasons:\n",
        "  1. **They are easy to understand:** Pie charts are simple to read and interpret, as they use visual cues to represent numerical proportions. This makes them accessible to a wide range of audiences, including those who may not be familiar with data analysis.\n",
        "\n",
        "  2. **They show relative proportions:** Pie charts are particularly effective at illustrating the relative proportions of different categories or data points within a dataset. This makes them ideal for conveying information about things like market share or demographic breakdowns.\n",
        "\n",
        "  3. **They are visually appealing:** Pie charts are aesthetically pleasing and can make data more engaging for viewers. Their circular shape and use of color can draw attention to the most important data points and make them stand out.\n",
        "\n",
        "  4. **They can show trends over time:** Pie charts can be used to show changes in proportions over time, as long as the same categories are being measured consistently. This can be a useful tool for illustrating trends and patterns in data.\n",
        "\n",
        "\n",
        "- Finally, the pie chart is displayed using the 'plt.show()' function, presenting a visual representation of the different album types and their proportions in the dataset.\n",
        "\n",
        "\n",
        "**Meaningful Question Graph 2:**\n",
        "\n",
        "How many views and streams are generated for the same top 10 artists on two different music platforms, Youtube and Spotify?\n",
        "\n",
        "- The purpose of this code is to analyze a dataset of songs from various artists, specifically the 'Spotify_Youtube.csv' file, and visualize the top 10 artists with the highest combined number of views on YouTube and streams on Spotify using a side-by-side bar chart.\n",
        "\n",
        "- The code starts by importing the necessary libraries: pandas, matplotlib, and numpy. It then reads the dataset into a dataframe and groups the songs by the artist, calculating the sum of views from YouTube and streams from Spotify for each artist. Next, the artists are sorted in descending order based on the sum of views and streams.\n",
        "\n",
        "- The top 10 artists with the most views and streams are then stored in a separate dataframe. Two more dataframes are created for the top 10 artists in terms of views and streams, respectively.\n",
        "\n",
        "- The code proceeds to set up the bar chart's formatting, such as the width of the bars, positions on the x-axis, and the figure and axes objects. It then creates two sets of bars, one for the YouTube views and another for the Spotify streams.\n",
        "\n",
        "- The x-axis is configured to display the artist names as tick marks, and the chart's title and labels for the x and y axes are set accordingly. A legend is added to the chart to differentiate between views and streams.\n",
        "\n",
        "- We chose this graph to be a be a bar chart for the following reasons:\n",
        "  1. **They are easy to understand:** Bar charts are simple to read and interpret, as they use visual cues to represent numerical quantities. This makes them accessible to a wide range of audiences, including those who may not be familiar with data analysis.\n",
        "\n",
        "  2. **They allow for easy comparison:** Bar charts are particularly effective at illustrating the differences between categories or data points within a dataset. This makes them ideal for conveying information about things like sales figures or survey results.\n",
        "\n",
        "  3. **They can show trends over time:** Bar charts can be used to show changes in data over time, as long as the same categories are being measured consistently. This can be a useful tool for illustrating trends and patterns in data.\n",
        "\n",
        "  4. **They can accommodate a large number of categories:** Bar charts can be used to represent a large number of categories, making them a good choice for displaying complex data sets.\n",
        "\n",
        "  5. **They can be customized:** Bar charts can be customized in various ways, such as by changing the color or orientation of the bars, adding labels or annotations, and adjusting the scales or axes.\n",
        "\n",
        "- Finally, the side-by-side bar chart is displayed using the 'plt.show()' function, presenting a visual comparison of the top 10 artists' performance on both YouTube and Spotify platforms.\n",
        "\n",
        "**Meaningful Question Graph 3:**\n",
        "\n",
        "What is the average loudness of all the songs in the given data set?\n",
        "- The purpose of this code is to import and analyze a dataset containing information about Spotify and YouTube tracks, specifically focusing on the loudness of the tracks.\n",
        "\n",
        "- The code does the following:\n",
        " 1. Import necessary libraries which are pandas, matplotlib.pyplot, numpy, and plotly.express. \n",
        " 2. Read the 'Spotify_Youtube.csv' file and store the data in a DataFrame named 'df'. \n",
        " 3. Calculate the mean loudness of the tracks in the dataset, and store the result in 'df_mean_Loudness'. \n",
        " 4. Create a histogram using Plotly Express to visualize the distribution of loudness values in the dataset. \n",
        " 5. Customize the layout of the histogram, including the title, axis labels, and dimensions. \n",
        " 6. Add an annotation to the histogram, displaying the calculated mean loudness value. \n",
        " 7. Update the x-axis and y-axis titles.\n",
        "\n",
        "- We chose this graph to be a be a bar chart for the following reasons:\n",
        "  1. **It shows the distribution of data:** Destiny plots are particularly effective at illustrating the distribution of data, as they use color to indicate the density of data points in different areas of a chart. This can be useful for identifying patterns and trends in data.\n",
        "  2. **It can handle large datasets:** Destiny plots can accommodate large datasets, making them ideal for displaying complex data sets with multiple variables.\n",
        "  3. **It can reveal clusters and outliers:** Destiny plots can help identify clusters and outliers in data, which can provide insights into underlying patterns and relationships.\n",
        "  4. **It allows for easy comparison:** Destiny plots allow for easy comparison of multiple datasets or variables, as different colors can be used to represent different data points or categories.\n",
        "  5. **It can be customized:** Destiny plots can be customized in various ways, such as by changing the color scale, adjusting the bin size, or adding labels or annotations\n",
        " \n",
        "- When executed, the code will display a histogram showing the distribution of loudness values for the tracks in the dataset, along with the mean loudness value as an annotation.\n",
        "\n"
      ],
      "metadata": {
        "id": "EoUYWb27Ti7C"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Conclusion:\n",
        "\n",
        "- The music industry has undergone a significant transformation in recent years, thanks to the emergence of various platforms such as Spotify and YouTube. These platforms have revolutionized the way people consume and access music, creating a diverse and dynamic landscape that presents both opportunities and challenges for artists and industry professionals. One of the key resources that have emerged in this context is the Dataset of Songs, which provides a comprehensive analysis of musical tracks by various artists.\n",
        "\n",
        "- The Dataset of Songs is a rich resource that offers valuable insights into the factors contributing to a song's success, including variables that capture important information about each song's popularity and performance. This dataset provides researchers, music enthusiasts, and industry professionals with a deeper understanding of the trends and preferences shaping the global music landscape. By analyzing this data, users can gain insights into the various factors that contribute to a song's popularity, including its genre, lyrics, tempo, and instrumentation.\n",
        "\n",
        "- Moreover, the Dataset of Songs is an essential tool for artists seeking to understand the complex dynamics of the music industry and how to maximize their chances of success. By analyzing this data, they can gain valuable insights into the strategies that have worked for other artists, the genres and styles that are currently popular, and the preferences of their target audience. This information can help artists create more effective marketing campaigns, optimize their performances, and make informed decisions about their creative direction.\n",
        "\n",
        "- In addition to its practical applications, the Dataset of Songs also has significant cultural and social implications. By providing a comprehensive analysis of music from around the world, it helps to foster greater appreciation and understanding of diverse musical traditions and styles. It also highlights the impact of globalization on music, showcasing how artists from different parts of the world are increasingly influencing each other and collaborating to create new and exciting musical genres.\n",
        "\n",
        "- Overall, the Dataset of Songs is a valuable resource that has transformed the way we understand and appreciate music. Whether you are a researcher, music enthusiast, or industry professional, this dataset provides a wealth of information and insights into the complex dynamics of the music industry and the multitude of artists captivating audiences worldwide.\n"
      ],
      "metadata": {
        "id": "42m-01I7XWi9"
      }
    }
  ],
  "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": "3.10.9"
    },
    "colab": {
      "provenance": []
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}