BikeSharing.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "BikeSharing.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/VISHNUCHARAN27/MACHINE-LEARNING/blob/master/BikeSharing.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "37tgrf1e6Mao",
        "colab_type": "code",
        "outputId": "b178b032-46d4-414f-ccf0-faa21d7377dd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1882
        }
      },
      "source": [
        "import pandas as pd\n",
        "df=pd.read_csv('/content/train.csv')\n",
        "df"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
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              "\n",
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              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>datetime</th>\n",
              "      <th>season</th>\n",
              "      <th>holiday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weather</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>humidity</th>\n",
              "      <th>windspeed</th>\n",
              "      <th>casual</th>\n",
              "      <th>registered</th>\n",
              "      <th>count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2011-01-01 00:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>81</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>3</td>\n",
              "      <td>13</td>\n",
              "      <td>16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2011-01-01 01:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8</td>\n",
              "      <td>32</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2011-01-01 02:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>5</td>\n",
              "      <td>27</td>\n",
              "      <td>32</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2011-01-01 03:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>3</td>\n",
              "      <td>10</td>\n",
              "      <td>13</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2011-01-01 04:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>2011-01-01 05:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2011-01-01 06:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>2011-01-01 07:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>12.880</td>\n",
              "      <td>86</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>2011-01-01 08:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1</td>\n",
              "      <td>7</td>\n",
              "      <td>8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>2011-01-01 09:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>13.12</td>\n",
              "      <td>17.425</td>\n",
              "      <td>76</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8</td>\n",
              "      <td>6</td>\n",
              "      <td>14</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>2011-01-01 10:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>76</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>12</td>\n",
              "      <td>24</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2011-01-01 11:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>14.76</td>\n",
              "      <td>16.665</td>\n",
              "      <td>81</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>26</td>\n",
              "      <td>30</td>\n",
              "      <td>56</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>2011-01-01 12:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>77</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>29</td>\n",
              "      <td>55</td>\n",
              "      <td>84</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>2011-01-01 13:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>72</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>47</td>\n",
              "      <td>47</td>\n",
              "      <td>94</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>2011-01-01 14:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>72</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>35</td>\n",
              "      <td>71</td>\n",
              "      <td>106</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>2011-01-01 15:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>77</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>40</td>\n",
              "      <td>70</td>\n",
              "      <td>110</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>2011-01-01 16:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>82</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>41</td>\n",
              "      <td>52</td>\n",
              "      <td>93</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>2011-01-01 17:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>82</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>15</td>\n",
              "      <td>52</td>\n",
              "      <td>67</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>2011-01-01 18:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>88</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>9</td>\n",
              "      <td>26</td>\n",
              "      <td>35</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>2011-01-01 19:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>88</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>6</td>\n",
              "      <td>31</td>\n",
              "      <td>37</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>2011-01-01 20:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>87</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>11</td>\n",
              "      <td>25</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>2011-01-01 21:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>87</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>3</td>\n",
              "      <td>31</td>\n",
              "      <td>34</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>2011-01-01 22:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>94</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>11</td>\n",
              "      <td>17</td>\n",
              "      <td>28</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>2011-01-01 23:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>88</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>15</td>\n",
              "      <td>24</td>\n",
              "      <td>39</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>2011-01-02 00:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>88</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>4</td>\n",
              "      <td>13</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2011-01-02 01:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>94</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>1</td>\n",
              "      <td>16</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>2011-01-02 02:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>100</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>1</td>\n",
              "      <td>8</td>\n",
              "      <td>9</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>2011-01-02 03:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>94</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2</td>\n",
              "      <td>4</td>\n",
              "      <td>6</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>2011-01-02 04:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>94</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>2011-01-02 06:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>77</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10856</th>\n",
              "      <td>2012-12-18 18:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>46</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>13</td>\n",
              "      <td>512</td>\n",
              "      <td>525</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10857</th>\n",
              "      <td>2012-12-18 19:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>46</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>19</td>\n",
              "      <td>334</td>\n",
              "      <td>353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10858</th>\n",
              "      <td>2012-12-18 20:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>14.76</td>\n",
              "      <td>16.665</td>\n",
              "      <td>50</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>4</td>\n",
              "      <td>264</td>\n",
              "      <td>268</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10859</th>\n",
              "      <td>2012-12-18 21:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>14.76</td>\n",
              "      <td>17.425</td>\n",
              "      <td>50</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>9</td>\n",
              "      <td>159</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10860</th>\n",
              "      <td>2012-12-18 22:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>16.665</td>\n",
              "      <td>49</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>5</td>\n",
              "      <td>127</td>\n",
              "      <td>132</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10861</th>\n",
              "      <td>2012-12-18 23:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>17.425</td>\n",
              "      <td>49</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>81</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10862</th>\n",
              "      <td>2012-12-19 00:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>6</td>\n",
              "      <td>35</td>\n",
              "      <td>41</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10863</th>\n",
              "      <td>2012-12-19 01:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>65</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>14</td>\n",
              "      <td>15</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10864</th>\n",
              "      <td>2012-12-19 02:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>11.48</td>\n",
              "      <td>15.150</td>\n",
              "      <td>65</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10865</th>\n",
              "      <td>2012-12-19 03:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>0</td>\n",
              "      <td>5</td>\n",
              "      <td>5</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10866</th>\n",
              "      <td>2012-12-19 04:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>1</td>\n",
              "      <td>6</td>\n",
              "      <td>7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10867</th>\n",
              "      <td>2012-12-19 05:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2</td>\n",
              "      <td>29</td>\n",
              "      <td>31</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10868</th>\n",
              "      <td>2012-12-19 06:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>3</td>\n",
              "      <td>109</td>\n",
              "      <td>112</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10869</th>\n",
              "      <td>2012-12-19 07:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>3</td>\n",
              "      <td>360</td>\n",
              "      <td>363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10870</th>\n",
              "      <td>2012-12-19 08:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>13</td>\n",
              "      <td>665</td>\n",
              "      <td>678</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10871</th>\n",
              "      <td>2012-12-19 09:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>8</td>\n",
              "      <td>309</td>\n",
              "      <td>317</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10872</th>\n",
              "      <td>2012-12-19 10:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.12</td>\n",
              "      <td>16.665</td>\n",
              "      <td>70</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>17</td>\n",
              "      <td>147</td>\n",
              "      <td>164</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10873</th>\n",
              "      <td>2012-12-19 11:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>54</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>31</td>\n",
              "      <td>169</td>\n",
              "      <td>200</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10874</th>\n",
              "      <td>2012-12-19 12:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>54</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>33</td>\n",
              "      <td>203</td>\n",
              "      <td>236</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10875</th>\n",
              "      <td>2012-12-19 13:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>30</td>\n",
              "      <td>183</td>\n",
              "      <td>213</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10876</th>\n",
              "      <td>2012-12-19 14:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>33</td>\n",
              "      <td>185</td>\n",
              "      <td>218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10877</th>\n",
              "      <td>2012-12-19 15:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>28</td>\n",
              "      <td>209</td>\n",
              "      <td>237</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10878</th>\n",
              "      <td>2012-12-19 16:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>23.9994</td>\n",
              "      <td>37</td>\n",
              "      <td>297</td>\n",
              "      <td>334</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10879</th>\n",
              "      <td>2012-12-19 17:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>50</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>26</td>\n",
              "      <td>536</td>\n",
              "      <td>562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10880</th>\n",
              "      <td>2012-12-19 18:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>50</td>\n",
              "      <td>23.9994</td>\n",
              "      <td>23</td>\n",
              "      <td>546</td>\n",
              "      <td>569</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10881</th>\n",
              "      <td>2012-12-19 19:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>50</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>7</td>\n",
              "      <td>329</td>\n",
              "      <td>336</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10882</th>\n",
              "      <td>2012-12-19 20:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>14.76</td>\n",
              "      <td>17.425</td>\n",
              "      <td>57</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>10</td>\n",
              "      <td>231</td>\n",
              "      <td>241</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10883</th>\n",
              "      <td>2012-12-19 21:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>15.910</td>\n",
              "      <td>61</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>4</td>\n",
              "      <td>164</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10884</th>\n",
              "      <td>2012-12-19 22:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>17.425</td>\n",
              "      <td>61</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>12</td>\n",
              "      <td>117</td>\n",
              "      <td>129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10885</th>\n",
              "      <td>2012-12-19 23:00:00</td>\n",
              "      <td>4</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>13.12</td>\n",
              "      <td>16.665</td>\n",
              "      <td>66</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>4</td>\n",
              "      <td>84</td>\n",
              "      <td>88</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>10886 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                  datetime  season  holiday  ...  casual  registered  count\n",
              "0      2011-01-01 00:00:00       1        0  ...       3          13     16\n",
              "1      2011-01-01 01:00:00       1        0  ...       8          32     40\n",
              "2      2011-01-01 02:00:00       1        0  ...       5          27     32\n",
              "3      2011-01-01 03:00:00       1        0  ...       3          10     13\n",
              "4      2011-01-01 04:00:00       1        0  ...       0           1      1\n",
              "5      2011-01-01 05:00:00       1        0  ...       0           1      1\n",
              "6      2011-01-01 06:00:00       1        0  ...       2           0      2\n",
              "7      2011-01-01 07:00:00       1        0  ...       1           2      3\n",
              "8      2011-01-01 08:00:00       1        0  ...       1           7      8\n",
              "9      2011-01-01 09:00:00       1        0  ...       8           6     14\n",
              "10     2011-01-01 10:00:00       1        0  ...      12          24     36\n",
              "11     2011-01-01 11:00:00       1        0  ...      26          30     56\n",
              "12     2011-01-01 12:00:00       1        0  ...      29          55     84\n",
              "13     2011-01-01 13:00:00       1        0  ...      47          47     94\n",
              "14     2011-01-01 14:00:00       1        0  ...      35          71    106\n",
              "15     2011-01-01 15:00:00       1        0  ...      40          70    110\n",
              "16     2011-01-01 16:00:00       1        0  ...      41          52     93\n",
              "17     2011-01-01 17:00:00       1        0  ...      15          52     67\n",
              "18     2011-01-01 18:00:00       1        0  ...       9          26     35\n",
              "19     2011-01-01 19:00:00       1        0  ...       6          31     37\n",
              "20     2011-01-01 20:00:00       1        0  ...      11          25     36\n",
              "21     2011-01-01 21:00:00       1        0  ...       3          31     34\n",
              "22     2011-01-01 22:00:00       1        0  ...      11          17     28\n",
              "23     2011-01-01 23:00:00       1        0  ...      15          24     39\n",
              "24     2011-01-02 00:00:00       1        0  ...       4          13     17\n",
              "25     2011-01-02 01:00:00       1        0  ...       1          16     17\n",
              "26     2011-01-02 02:00:00       1        0  ...       1           8      9\n",
              "27     2011-01-02 03:00:00       1        0  ...       2           4      6\n",
              "28     2011-01-02 04:00:00       1        0  ...       2           1      3\n",
              "29     2011-01-02 06:00:00       1        0  ...       0           2      2\n",
              "...                    ...     ...      ...  ...     ...         ...    ...\n",
              "10856  2012-12-18 18:00:00       4        0  ...      13         512    525\n",
              "10857  2012-12-18 19:00:00       4        0  ...      19         334    353\n",
              "10858  2012-12-18 20:00:00       4        0  ...       4         264    268\n",
              "10859  2012-12-18 21:00:00       4        0  ...       9         159    168\n",
              "10860  2012-12-18 22:00:00       4        0  ...       5         127    132\n",
              "10861  2012-12-18 23:00:00       4        0  ...       1          80     81\n",
              "10862  2012-12-19 00:00:00       4        0  ...       6          35     41\n",
              "10863  2012-12-19 01:00:00       4        0  ...       1          14     15\n",
              "10864  2012-12-19 02:00:00       4        0  ...       1           2      3\n",
              "10865  2012-12-19 03:00:00       4        0  ...       0           5      5\n",
              "10866  2012-12-19 04:00:00       4        0  ...       1           6      7\n",
              "10867  2012-12-19 05:00:00       4        0  ...       2          29     31\n",
              "10868  2012-12-19 06:00:00       4        0  ...       3         109    112\n",
              "10869  2012-12-19 07:00:00       4        0  ...       3         360    363\n",
              "10870  2012-12-19 08:00:00       4        0  ...      13         665    678\n",
              "10871  2012-12-19 09:00:00       4        0  ...       8         309    317\n",
              "10872  2012-12-19 10:00:00       4        0  ...      17         147    164\n",
              "10873  2012-12-19 11:00:00       4        0  ...      31         169    200\n",
              "10874  2012-12-19 12:00:00       4        0  ...      33         203    236\n",
              "10875  2012-12-19 13:00:00       4        0  ...      30         183    213\n",
              "10876  2012-12-19 14:00:00       4        0  ...      33         185    218\n",
              "10877  2012-12-19 15:00:00       4        0  ...      28         209    237\n",
              "10878  2012-12-19 16:00:00       4        0  ...      37         297    334\n",
              "10879  2012-12-19 17:00:00       4        0  ...      26         536    562\n",
              "10880  2012-12-19 18:00:00       4        0  ...      23         546    569\n",
              "10881  2012-12-19 19:00:00       4        0  ...       7         329    336\n",
              "10882  2012-12-19 20:00:00       4        0  ...      10         231    241\n",
              "10883  2012-12-19 21:00:00       4        0  ...       4         164    168\n",
              "10884  2012-12-19 22:00:00       4        0  ...      12         117    129\n",
              "10885  2012-12-19 23:00:00       4        0  ...       4          84     88\n",
              "\n",
              "[10886 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 95
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dZvV9QiO7pk-",
        "colab_type": "code",
        "outputId": "7f9ab2dd-7e24-43aa-8161-e75c21cd36fa",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 246
        }
      },
      "source": [
        "df.count()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "datetime      10886\n",
              "season        10886\n",
              "holiday       10886\n",
              "workingday    10886\n",
              "weather       10886\n",
              "temp          10886\n",
              "atemp         10886\n",
              "humidity      10886\n",
              "windspeed     10886\n",
              "casual        10886\n",
              "registered    10886\n",
              "count         10886\n",
              "dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 58
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lqEGhNNm74H8",
        "colab_type": "code",
        "outputId": "2ad1b8b0-4d5d-4d66-defa-151d00a0de21",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "x=df.isnull().values\n",
        "x.any()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 59
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vuABelKI6i6r",
        "colab_type": "code",
        "outputId": "49bcd70a-e12e-4d91-ec63-1d4d39a9c6fd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 283
        }
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "plt.scatter(df['temp'],df['atemp'])\n",
        "plt.xlabel('temp')\n",
        "plt.ylabel('atemp')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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hTIh6C4kUhxJBE6pXCahRSUAnfZFiU2lIMrV26cy8QxCRcSgRSN1Un/TXLp3Jzo1rcopG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\nEZGSUyIQESk5JQIRkZJTIhARKbn/D2nctADw4lW9AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9n4G-4Fq66iL",
        "colab_type": "code",
        "outputId": "e3fd1c61-5d75-43b2-8f09-afc08582ca80",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 283
        }
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "plt.scatter(df['temp'],df['humidity'])\n",
        "plt.xlabel('temp')\n",
        "plt.ylabel('humidity')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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RUUymnpA0TZNw8Ns+Kh68/War8YHepWhvaSwba29pFB/2tuN+SNExOTKr05Nam8WwX2lc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\nvjPtAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qksrkwzX7bfv",
        "colab_type": "code",
        "outputId": "9b9cb5e5-cbb4-4994-806a-f1c1508064ab",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 283
        }
      },
      "source": [
        "plt.bar(df['season'],df['temp'])\n",
        "plt.xlabel('season')\n",
        "plt.ylabel('temp')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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J9V19b1ykzdcnubTrv+1JNqyw+gb7/i6oYU2STya5apF1g/XfhPUtr/+qasW/GJ1U/izw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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Fq6jSIgD8_L4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "x=(df['season'].value_counts())"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WYNXZPfB9TRY",
        "colab_type": "code",
        "outputId": "ae89d20f-13b6-444e-ebb9-eaf212d7e48b",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 105
        }
      },
      "source": [
        "x"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "4    2734\n",
              "3    2733\n",
              "2    2733\n",
              "1    2686\n",
              "Name: season, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 64
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FMboXWdG9s0-",
        "colab_type": "code",
        "outputId": "d7a12f6e-6d9c-4e22-dcb0-c85347718c16",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "x[1]"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "2686"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 65
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "S_jvSg1K9YR9",
        "colab_type": "code",
        "outputId": "73a5fe4e-c3c4-4fe5-8315-7464e6c0035a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 283
        }
      },
      "source": [
        "seasons=['spring','summer', 'fall','winter' ]\n",
        "plt.bar(seasons,x,color='pink')\n",
        "plt.xlabel('season')\n",
        "plt.ylabel('count')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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BrKqqW8fcLUnaLS2K4ACoqjXAmnH3Y57sEofcxsjtt3Pcfjtnl99+qapx90GStIgslnMc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\nkCR1MTgkSV3+P9QzdAEt1TYLAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vlR679xP-J7-",
        "colab_type": "code",
        "outputId": "f1ff62b8-8f18-4b99-b451-a04b57032c52",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 337
        }
      },
      "source": [
        "plt.figure(figsize=(10,5))\n",
        "t=df['weather'].value_counts()\n",
        "weather_names=['Clear,Few clouds','Mist & Cloudy,Broken clouds','Light Snow & Rain','Heavy Rain & Ice Pallets']\n",
        "plt.bar(weather_names,t,color='green',align='center')\n",
        "plt.xlabel('weather')\n",
        "plt.ylabel('count')\n",
        "plt.show()\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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7SbovzoHzqureNu+1dPc8vHnU+qrqwST70/Xo7wN8qL2f3t1mGezPlwGL2vDz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\n1BMGN0mSpJ74/2rBd0GDihvZAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 720x360 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IxViXetF_EYh",
        "colab_type": "code",
        "outputId": "93283ba1-3f30-4a13-c395-0e10f4b07d76",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 105
        }
      },
      "source": [
        "t"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1    7192\n",
              "2    2834\n",
              "3     859\n",
              "4       1\n",
              "Name: weather, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 68
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BSoX2HYR_rH0",
        "colab_type": "code",
        "outputId": "a843dc4e-f935-4d60-89b4-f95878852aaf",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 269
        }
      },
      "source": [
        "plt.hist(df['temp'],bins=100)\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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EPsYM9NVaCPqZvKVCkl9O8oIj28BvAw/94s9aVXuAbW17G3DTgLUAzwboEb/DAP3V5kyv\nBfZV1UfGDg3aX8eqa+g+SzKXZEPbfh6jvzOxj1GwXtFOG6K/FqrrP8Z+WIfRXPiq9VdVXVVVm6pq\nnlFO3VFVb2HgvjpS3Mw/gEsYrUL4BvAnQ9fTanoxoxVADwAPD1kX8GlGv9b/D6M5wO2M5gZvB74O\n/CtwygzU9Engq8CDjIL1jAH66tWMpmUeBO5vj0tmoL+OVdegfQb8BnBfe/2HgD9t7S8G7gb2A58B\nTp6Ruu5o/fUQ8I+0lTkDfJ29lv9bdTNoX1WVV8ZKUu/WwtSNJGkZDHpJ6pxBL0mdM+glqXMGvSR1\nzqCXpM4Z9JLUOYNekjr3vz3ejWxD4mrQAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-z28eE3SAT4H",
        "colab_type": "code",
        "outputId": "3b227f21-a8c8-45cb-9bd9-f0402bd8aa22",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        }
      },
      "source": [
        "df['holiday'].value_counts()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0    10575\n",
              "1      311\n",
              "Name: holiday, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 70
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Ptgip3CgAafs",
        "colab_type": "code",
        "outputId": "69638523-e45f-4073-e740-5a79fb530869",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        }
      },
      "source": [
        "df['workingday'].value_counts()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1    7412\n",
              "0    3474\n",
              "Name: workingday, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 71
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9YLniQ5lAsPJ",
        "colab_type": "code",
        "outputId": "5554a557-b9b5-4a2c-dc41-69c409c52cbb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 269
        }
      },
      "source": [
        "plt.hist(df['windspeed'],bins=100)\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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tJDuSbJ50f+YrydVJdif55ljd8Um2J7m//T5ukn08XElWJ7k1yb1J7klyWauf2nEl+bUk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\nSUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vHEuox3VAxsg",
        "colab_type": "code",
        "outputId": "f3f34204-8955-4b72-af89-d96054cab73f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 284
        }
      },
      "source": [
        "plt.scatter(df['humidity'],df['windspeed'],color='red')\n",
        "plt.xlabel('humidity')\n",
        "plt.ylabel('windspeed')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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14DKQkCcBeD3MY5+7ANwZpUsArAEwDyMfvRXA6qy6vAeLbaoXEb966qq/StVQ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\nQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ssbQIQcYBM3d",
        "colab_type": "text"
      },
      "source": [
        "# **DATE SPLITTING** IMPORTANT"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "qP0ykNPYVE95",
        "colab_type": "text"
      },
      "source": [
        "Creating a sepearate column for date and hour"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "p4IJxQ53OlFt",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df['date']=df.datetime.apply(lambda x : x.split()[0])\n",
        "df['hour']=df.datetime.apply(lambda x : x.split()[1].split(':')[0])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6mo73n99jjP1",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import calendar\n",
        "from datetime import datetime"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cnTOHTyqWL7U",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df[\"weekday\"] = df.date.apply(lambda dateString : calendar.day_name[datetime.strptime(dateString,\"%Y-%m-%d\").weekday()]) #weekday() returm a int"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "649Go3HGWQiX",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df[\"month\"]=df.date.apply(lambda x:calendar.month_name[datetime.strptime(x,\"%Y-%m-%d\").month])  #month() is not the format only month"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "27_yFRoeU-Bf",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df=df.drop(['datetime'],axis='columns')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QuahyevDaZDw",
        "colab_type": "text"
      },
      "source": [
        "REORDERING COLUMNS"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "sumoCieYZx2j",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df=df[['date','month','weekday','hour','season','holiday','workingday','weather','temp',\t'atemp',\t'humidity',\t'windspeed',\t'casual',\t'registered',\t'count']]\n",
        "df"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "kuP9L96_bIKG",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_season=pd.get_dummies(df['season'])\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3qr40uvsdn48",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_season.columns=['spring','summer','fall','winter' ]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3eectFBXd0el",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_season"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3zy3rD40bnQS",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "W1ZI6z7tbbvD",
        "colab_type": "text"
      },
      "source": [
        "Mapping is not requiures but if needed it can be done like this"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ddKdKubhr_IC",
        "colab_type": "text"
      },
      "source": [
        "# **DO NOT EXECUTE THIS CODE**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HTBbBJzSabv1",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df['season']=df['season'].map( {1:'spring', 2:'summer', 3:'fall', 4: 'winter'} )  #https://www.geeksforgeeks.org/python-map-function/\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "mN5x1M6FsCWX",
        "colab_type": "text"
      },
      "source": [
        "# ***CONTINUE HERE***"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "sbbHj93hbh3C",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_month=pd.get_dummies(df['month'])\n",
        "get_dummies_for_days=pd.get_dummies(df['weekday'])\n",
        "get_dummies_for_weather=pd.get_dummies(df['weather'])\n",
        "get_dummies_for_workingday=pd.get_dummies(df['workingday'])\n",
        "get_dummies_for_holiday=pd.get_dummies(df['holiday'])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VI-HWG2sd8sg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_weather.columns=['Clear_clouds','Mist_Cloudy','Light_Snowrain','Heavy_Rain_and_Ice_Pallets']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hQ3E5CeqeZra",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_weather"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LZfw4WieeeEE",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_workingday.columns=['Non_Working_day','Working_day']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nnTHJpF_fLaB",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_holiday.columns=['Holiday','Non_Holiday']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "M-5YkWdZfW-f",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df=pd.concat([df,get_dummies_for_month,get_dummies_for_days,get_dummies_for_weather,get_dummies_for_workingday,get_dummies_for_holiday,get_dummies_for_season],axis='columns')\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dzxqUcAGf3_2",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df=df.drop(['month','weekday','season','holiday','workingday','weather'],axis='columns')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vL41CtRzgoO4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df=df[['date','January','February','March','April','May','June','July','August','September','October','November','December','Monday','Tuesday','Wednesday','Thursday','Friday','Saturday','Sunday','hour','spring','summer','fall','winter','Holiday','Non_Holiday','Non_Working_day','Working_day','Clear_clouds','Mist_Cloudy','Light_Snowrain','Heavy_Rain_and_Ice_Pallets','temp','atemp','humidity','windspeed','casual','registered','count']]\n",
        "df"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dfmDoDqqi3b8",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "q=df.drop(['count','date','registered','casual'],axis='columns')\n",
        "t=df['count']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mC7a6MWXj66Y",
        "colab_type": "code",
        "outputId": "a8fc6171-6a4e-4f5b-c398-cca2fa081845",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "d=list(df.columns)\n",
        "print(len(d)-2)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "38\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PalDYKP5ip9O",
        "colab_type": "code",
        "outputId": "74f3b097-9d53-4be2-8351-61ebff8b67de",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1405
        }
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "from sklearn.ensemble import ExtraTreesClassifier\n",
        "\n",
        "model = ExtraTreesClassifier() #n_estimators is not necessary but can be used to improve the number of trees in the forest\n",
        "model.fit(q,t)\n",
        "print(model.feature_importances_) #use inbuilt class feature_importances of tree based classifiers\n",
        "\n",
        "#plot graph of feature importances for better visualization\n",
        "\n",
        "plt.figure(figsize=(10,10))\n",
        "feat_importances=pd.Series(model.feature_importances_, index=q.columns)\n",
        "print(feat_importances)\n",
        "feat_importances.nlargest(10).plot(kind='barh')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[2.39885164e-03 2.95192957e-03 2.78140565e-03 3.95173737e-03\n",
            " 4.89394618e-03 3.59788755e-03 3.22600620e-03 2.83906258e-03\n",
            " 2.83280985e-03 3.55745159e-03 3.93112708e-03 3.62446113e-03\n",
            " 1.25606755e-02 1.11195184e-02 1.26724166e-02 1.17877372e-02\n",
            " 1.20113297e-02 5.66004868e-03 6.20606909e-03 2.51465007e-01\n",
            " 1.88981218e-03 2.84627572e-03 2.03483242e-03 2.48005919e-03\n",
            " 1.27397452e-03 1.24786181e-03 1.83640372e-03 2.49729796e-03\n",
            " 1.48876692e-02 1.47933324e-02 7.11689223e-03 6.57342875e-05\n",
            " 1.23981788e-01 1.26660586e-01 1.56064521e-01 1.76253481e-01]\n",
            "January                       0.002399\n",
            "February                      0.002952\n",
            "March                         0.002781\n",
            "April                         0.003952\n",
            "May                           0.004894\n",
            "June                          0.003598\n",
            "July                          0.003226\n",
            "August                        0.002839\n",
            "September                     0.002833\n",
            "October                       0.003557\n",
            "November                      0.003931\n",
            "December                      0.003624\n",
            "Monday                        0.012561\n",
            "Tuesday                       0.011120\n",
            "Wednesday                     0.012672\n",
            "Thursday                      0.011788\n",
            "Friday                        0.012011\n",
            "Saturday                      0.005660\n",
            "Sunday                        0.006206\n",
            "hour                          0.251465\n",
            "spring                        0.001890\n",
            "summer                        0.002846\n",
            "fall                          0.002035\n",
            "winter                        0.002480\n",
            "Holiday                       0.001274\n",
            "Non_Holiday                   0.001248\n",
            "Non_Working_day               0.001836\n",
            "Working_day                   0.002497\n",
            "Clear_clouds                  0.014888\n",
            "Mist_Cloudy                   0.014793\n",
            "Light_Snowrain                0.007117\n",
            "Heavy_Rain_and_Ice_Pallets    0.000066\n",
            "temp                          0.123982\n",
            "atemp                         0.126661\n",
            "humidity                      0.156065\n",
            "windspeed                     0.176253\n",
            "dtype: float64\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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J7ccYO1eyXgCA1e5wnkq+JMlzs+w28t7GGD+S5OeSfFWS7W3veoBjX5fPz+Ydis/m8+d2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\nHxkoGlWIbSooAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 720x720 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "U0n0i-TgkXqm",
        "colab_type": "code",
        "outputId": "188c90c1-e23b-44e2-ba10-75f32bbd7dde",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1405
        }
      },
      "source": [
        "from sklearn.ensemble import ExtraTreesClassifier\n",
        "\n",
        "model=ExtraTreesClassifier()\n",
        "model.fit(q,t)\n",
        "print(model.feature_importances_)\n",
        "\n",
        "\n",
        "plt.figure(figsize=(10,10))\n",
        "feat_importances=pd.Series(model.feature_importances_,index=q.columns)\n",
        "print(feat_importances)\n",
        "feat_importances.nsmallest(10).plot(kind='barh')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[3.16160479e-03 3.39742611e-03 3.17876927e-03 4.01786943e-03\n",
            " 4.38202841e-03 3.17863302e-03 2.85338072e-03 2.68854404e-03\n",
            " 2.66448899e-03 3.24927051e-03 4.40072300e-03 3.87894880e-03\n",
            " 1.31096641e-02 1.27957167e-02 1.33101518e-02 1.28532956e-02\n",
            " 1.15736817e-02 5.81349248e-03 5.57743112e-03 2.49289116e-01\n",
            " 1.72357192e-03 2.71640797e-03 1.84043254e-03 2.53604003e-03\n",
            " 1.28864503e-03 1.15208781e-03 2.74546440e-03 2.32134386e-03\n",
            " 1.59757712e-02 1.53199770e-02 7.06996036e-03 3.72980910e-05\n",
            " 1.25106031e-01 1.25745775e-01 1.55118694e-01 1.73928264e-01]\n",
            "January                       0.003162\n",
            "February                      0.003397\n",
            "March                         0.003179\n",
            "April                         0.004018\n",
            "May                           0.004382\n",
            "June                          0.003179\n",
            "July                          0.002853\n",
            "August                        0.002689\n",
            "September                     0.002664\n",
            "October                       0.003249\n",
            "November                      0.004401\n",
            "December                      0.003879\n",
            "Monday                        0.013110\n",
            "Tuesday                       0.012796\n",
            "Wednesday                     0.013310\n",
            "Thursday                      0.012853\n",
            "Friday                        0.011574\n",
            "Saturday                      0.005813\n",
            "Sunday                        0.005577\n",
            "hour                          0.249289\n",
            "spring                        0.001724\n",
            "summer                        0.002716\n",
            "fall                          0.001840\n",
            "winter                        0.002536\n",
            "Holiday                       0.001289\n",
            "Non_Holiday                   0.001152\n",
            "Non_Working_day               0.002745\n",
            "Working_day                   0.002321\n",
            "Clear_clouds                  0.015976\n",
            "Mist_Cloudy                   0.015320\n",
            "Light_Snowrain                0.007070\n",
            "Heavy_Rain_and_Ice_Pallets    0.000037\n",
            "temp                          0.125106\n",
            "atemp                         0.125746\n",
            "humidity                      0.155119\n",
            "windspeed                     0.173928\n",
            "dtype: float64\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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SpgEAYJAwDQAAg4RpAAAYdPiiC+DQcMJxm7LjEPzSdwBgYzMzDQAAg4RpAAAYJEwDAMAg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\nYII=\n",
            "text/plain": [
              "<Figure size 720x720 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-7DoRFIvB3oM",
        "colab_type": "code",
        "outputId": "6697aecd-e51a-4df6-cf20-80c9397796e8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 2910
        }
      },
      "source": [
        "df"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>date</th>\n",
              "      <th>January</th>\n",
              "      <th>February</th>\n",
              "      <th>March</th>\n",
              "      <th>April</th>\n",
              "      <th>May</th>\n",
              "      <th>June</th>\n",
              "      <th>July</th>\n",
              "      <th>August</th>\n",
              "      <th>September</th>\n",
              "      <th>October</th>\n",
              "      <th>November</th>\n",
              "      <th>December</th>\n",
              "      <th>Monday</th>\n",
              "      <th>Tuesday</th>\n",
              "      <th>Wednesday</th>\n",
              "      <th>Thursday</th>\n",
              "      <th>Friday</th>\n",
              "      <th>Saturday</th>\n",
              "      <th>Sunday</th>\n",
              "      <th>hour</th>\n",
              "      <th>spring</th>\n",
              "      <th>summer</th>\n",
              "      <th>fall</th>\n",
              "      <th>winter</th>\n",
              "      <th>Holiday</th>\n",
              "      <th>Non_Holiday</th>\n",
              "      <th>Non_Working_day</th>\n",
              "      <th>Working_day</th>\n",
              "      <th>Clear_clouds</th>\n",
              "      <th>Mist_Cloudy</th>\n",
              "      <th>Light_Snowrain</th>\n",
              "      <th>Heavy_Rain_and_Ice_Pallets</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>humidity</th>\n",
              "      <th>windspeed</th>\n",
              "      <th>casual</th>\n",
              "      <th>registered</th>\n",
              "      <th>count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>81</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>3</td>\n",
              "      <td>13</td>\n",
              "      <td>16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8</td>\n",
              "      <td>32</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>5</td>\n",
              "      <td>27</td>\n",
              "      <td>32</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>3</td>\n",
              "      <td>10</td>\n",
              "      <td>13</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>13.635</td>\n",
              "      <td>80</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>8.20</td>\n",
              "      <td>12.880</td>\n",
              "      <td>86</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1</td>\n",
              "      <td>7</td>\n",
              "      <td>8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.12</td>\n",
              "      <td>17.425</td>\n",
              "      <td>76</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8</td>\n",
              "      <td>6</td>\n",
              "      <td>14</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>76</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>12</td>\n",
              "      <td>24</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14.76</td>\n",
              "      <td>16.665</td>\n",
              "      <td>81</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>26</td>\n",
              "      <td>30</td>\n",
              "      <td>56</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>77</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>29</td>\n",
              "      <td>55</td>\n",
              "      <td>84</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>72</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>47</td>\n",
              "      <td>47</td>\n",
              "      <td>94</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>72</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>35</td>\n",
              "      <td>71</td>\n",
              "      <td>106</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>77</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>40</td>\n",
              "      <td>70</td>\n",
              "      <td>110</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>82</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>41</td>\n",
              "      <td>52</td>\n",
              "      <td>93</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>82</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>15</td>\n",
              "      <td>52</td>\n",
              "      <td>67</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>88</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>9</td>\n",
              "      <td>26</td>\n",
              "      <td>35</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>88</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>6</td>\n",
              "      <td>31</td>\n",
              "      <td>37</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>87</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>11</td>\n",
              "      <td>25</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>87</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>3</td>\n",
              "      <td>31</td>\n",
              "      <td>34</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>94</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>11</td>\n",
              "      <td>17</td>\n",
              "      <td>28</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>88</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>15</td>\n",
              "      <td>24</td>\n",
              "      <td>39</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>88</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>4</td>\n",
              "      <td>13</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.04</td>\n",
              "      <td>21.970</td>\n",
              "      <td>94</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>1</td>\n",
              "      <td>16</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>100</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>1</td>\n",
              "      <td>8</td>\n",
              "      <td>9</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>94</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2</td>\n",
              "      <td>4</td>\n",
              "      <td>6</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18.86</td>\n",
              "      <td>22.725</td>\n",
              "      <td>94</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>77</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10856</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>46</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>13</td>\n",
              "      <td>512</td>\n",
              "      <td>525</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10857</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>46</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>19</td>\n",
              "      <td>334</td>\n",
              "      <td>353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10858</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14.76</td>\n",
              "      <td>16.665</td>\n",
              "      <td>50</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>4</td>\n",
              "      <td>264</td>\n",
              "      <td>268</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10859</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14.76</td>\n",
              "      <td>17.425</td>\n",
              "      <td>50</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>9</td>\n",
              "      <td>159</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10860</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.94</td>\n",
              "      <td>16.665</td>\n",
              "      <td>49</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>5</td>\n",
              "      <td>127</td>\n",
              "      <td>132</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10861</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.94</td>\n",
              "      <td>17.425</td>\n",
              "      <td>49</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>81</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10862</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>6</td>\n",
              "      <td>35</td>\n",
              "      <td>41</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10863</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>65</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>14</td>\n",
              "      <td>15</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10864</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>15.150</td>\n",
              "      <td>65</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10865</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>0</td>\n",
              "      <td>5</td>\n",
              "      <td>5</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10866</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>1</td>\n",
              "      <td>6</td>\n",
              "      <td>7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10867</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2</td>\n",
              "      <td>29</td>\n",
              "      <td>31</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10868</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>75</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>3</td>\n",
              "      <td>109</td>\n",
              "      <td>112</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10869</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>75</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>3</td>\n",
              "      <td>360</td>\n",
              "      <td>363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10870</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>13</td>\n",
              "      <td>665</td>\n",
              "      <td>678</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10871</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>75</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>8</td>\n",
              "      <td>309</td>\n",
              "      <td>317</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10872</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.12</td>\n",
              "      <td>16.665</td>\n",
              "      <td>70</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>17</td>\n",
              "      <td>147</td>\n",
              "      <td>164</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10873</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>54</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>31</td>\n",
              "      <td>169</td>\n",
              "      <td>200</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10874</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>54</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>33</td>\n",
              "      <td>203</td>\n",
              "      <td>236</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10875</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>30</td>\n",
              "      <td>183</td>\n",
              "      <td>213</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10876</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>33</td>\n",
              "      <td>185</td>\n",
              "      <td>218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10877</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>28</td>\n",
              "      <td>209</td>\n",
              "      <td>237</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10878</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17.22</td>\n",
              "      <td>21.210</td>\n",
              "      <td>50</td>\n",
              "      <td>23.9994</td>\n",
              "      <td>37</td>\n",
              "      <td>297</td>\n",
              "      <td>334</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10879</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16.40</td>\n",
              "      <td>20.455</td>\n",
              "      <td>50</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>26</td>\n",
              "      <td>536</td>\n",
              "      <td>562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10880</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>50</td>\n",
              "      <td>23.9994</td>\n",
              "      <td>23</td>\n",
              "      <td>546</td>\n",
              "      <td>569</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10881</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15.58</td>\n",
              "      <td>19.695</td>\n",
              "      <td>50</td>\n",
              "      <td>26.0027</td>\n",
              "      <td>7</td>\n",
              "      <td>329</td>\n",
              "      <td>336</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10882</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14.76</td>\n",
              "      <td>17.425</td>\n",
              "      <td>57</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>10</td>\n",
              "      <td>231</td>\n",
              "      <td>241</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10883</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.94</td>\n",
              "      <td>15.910</td>\n",
              "      <td>61</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>4</td>\n",
              "      <td>164</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10884</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.94</td>\n",
              "      <td>17.425</td>\n",
              "      <td>61</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>12</td>\n",
              "      <td>117</td>\n",
              "      <td>129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10885</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.12</td>\n",
              "      <td>16.665</td>\n",
              "      <td>66</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>4</td>\n",
              "      <td>84</td>\n",
              "      <td>88</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>10886 rows × 40 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             date  January  February  ...  casual  registered  count\n",
              "0      2011-01-01        1         0  ...       3          13     16\n",
              "1      2011-01-01        1         0  ...       8          32     40\n",
              "2      2011-01-01        1         0  ...       5          27     32\n",
              "3      2011-01-01        1         0  ...       3          10     13\n",
              "4      2011-01-01        1         0  ...       0           1      1\n",
              "5      2011-01-01        1         0  ...       0           1      1\n",
              "6      2011-01-01        1         0  ...       2           0      2\n",
              "7      2011-01-01        1         0  ...       1           2      3\n",
              "8      2011-01-01        1         0  ...       1           7      8\n",
              "9      2011-01-01        1         0  ...       8           6     14\n",
              "10     2011-01-01        1         0  ...      12          24     36\n",
              "11     2011-01-01        1         0  ...      26          30     56\n",
              "12     2011-01-01        1         0  ...      29          55     84\n",
              "13     2011-01-01        1         0  ...      47          47     94\n",
              "14     2011-01-01        1         0  ...      35          71    106\n",
              "15     2011-01-01        1         0  ...      40          70    110\n",
              "16     2011-01-01        1         0  ...      41          52     93\n",
              "17     2011-01-01        1         0  ...      15          52     67\n",
              "18     2011-01-01        1         0  ...       9          26     35\n",
              "19     2011-01-01        1         0  ...       6          31     37\n",
              "20     2011-01-01        1         0  ...      11          25     36\n",
              "21     2011-01-01        1         0  ...       3          31     34\n",
              "22     2011-01-01        1         0  ...      11          17     28\n",
              "23     2011-01-01        1         0  ...      15          24     39\n",
              "24     2011-01-02        1         0  ...       4          13     17\n",
              "25     2011-01-02        1         0  ...       1          16     17\n",
              "26     2011-01-02        1         0  ...       1           8      9\n",
              "27     2011-01-02        1         0  ...       2           4      6\n",
              "28     2011-01-02        1         0  ...       2           1      3\n",
              "29     2011-01-02        1         0  ...       0           2      2\n",
              "...           ...      ...       ...  ...     ...         ...    ...\n",
              "10856  2012-12-18        0         0  ...      13         512    525\n",
              "10857  2012-12-18        0         0  ...      19         334    353\n",
              "10858  2012-12-18        0         0  ...       4         264    268\n",
              "10859  2012-12-18        0         0  ...       9         159    168\n",
              "10860  2012-12-18        0         0  ...       5         127    132\n",
              "10861  2012-12-18        0         0  ...       1          80     81\n",
              "10862  2012-12-19        0         0  ...       6          35     41\n",
              "10863  2012-12-19        0         0  ...       1          14     15\n",
              "10864  2012-12-19        0         0  ...       1           2      3\n",
              "10865  2012-12-19        0         0  ...       0           5      5\n",
              "10866  2012-12-19        0         0  ...       1           6      7\n",
              "10867  2012-12-19        0         0  ...       2          29     31\n",
              "10868  2012-12-19        0         0  ...       3         109    112\n",
              "10869  2012-12-19        0         0  ...       3         360    363\n",
              "10870  2012-12-19        0         0  ...      13         665    678\n",
              "10871  2012-12-19        0         0  ...       8         309    317\n",
              "10872  2012-12-19        0         0  ...      17         147    164\n",
              "10873  2012-12-19        0         0  ...      31         169    200\n",
              "10874  2012-12-19        0         0  ...      33         203    236\n",
              "10875  2012-12-19        0         0  ...      30         183    213\n",
              "10876  2012-12-19        0         0  ...      33         185    218\n",
              "10877  2012-12-19        0         0  ...      28         209    237\n",
              "10878  2012-12-19        0         0  ...      37         297    334\n",
              "10879  2012-12-19        0         0  ...      26         536    562\n",
              "10880  2012-12-19        0         0  ...      23         546    569\n",
              "10881  2012-12-19        0         0  ...       7         329    336\n",
              "10882  2012-12-19        0         0  ...      10         231    241\n",
              "10883  2012-12-19        0         0  ...       4         164    168\n",
              "10884  2012-12-19        0         0  ...      12         117    129\n",
              "10885  2012-12-19        0         0  ...       4          84     88\n",
              "\n",
              "[10886 rows x 40 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 116
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eCXqaPiyl5vL",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from scipy.stats.stats import pearsonr\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from sklearn import preprocessing\n",
        "\n",
        "min_max_scaler=preprocessing.MinMaxScaler()\n",
        "\n",
        "X=df[['temp','atemp','humidity','windspeed']]\n",
        "y=df.iloc[:,-1]\n",
        "\n",
        "y=np.array(y)\n",
        "scores=[]\n",
        "columns=[]\n",
        "\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1KF3p3e4m6nZ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import warnings\n",
        "warnings.filterwarnings('ignore')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eLuHDmcEmeeR",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "for i in X.columns:\n",
        "  columns.append(i)\n",
        "  tempx=np.array(df[i])\n",
        "  temp2x=np.reshape(tempx,(-1,1))\n",
        "  X_scaled=min_max_scaler.fit_transform(temp2x)   #Used to normalize the data column. https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html\n",
        "\n",
        "  df_normalized=pd.DataFrame(X_scaled)\n",
        "  df_normalized=np.array(df_normalized)\n",
        "\n",
        "  df_normalized2=df_normalized.flatten()\n",
        "  score=pearsonr(df_normalized2,y)\n",
        "  scores.append(score[0])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "quwkVm9UpAB4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "scores\n",
        "b=scores.index(x)\n",
        "print(columns[b])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "J1TNrvhECWtX",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "X"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "okLBTIH3rh3S",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import numpy as np\n",
        "from sklearn import preprocessing\n",
        "\n",
        "min_max_scaler=preprocessing.MinMaxScaler(feature_range=(0,1))\n",
        "\n",
        "\n",
        "for i in X.columns:\n",
        "  tempx=np.array(df[i])\n",
        "  temp2x=np.reshape(tempx,(-1,1))\n",
        "  scaled=min_max_scaler.fit_transform(temp2x)\n",
        "  \n",
        "  df[i]=scaled\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "swPhdnFvroL5",
        "colab_type": "code",
        "outputId": "1c097b95-a64a-47ac-c687-e9f59018f76e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 2910
        }
      },
      "source": [
        "df"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>date</th>\n",
              "      <th>January</th>\n",
              "      <th>February</th>\n",
              "      <th>March</th>\n",
              "      <th>April</th>\n",
              "      <th>May</th>\n",
              "      <th>June</th>\n",
              "      <th>July</th>\n",
              "      <th>August</th>\n",
              "      <th>September</th>\n",
              "      <th>October</th>\n",
              "      <th>November</th>\n",
              "      <th>December</th>\n",
              "      <th>Monday</th>\n",
              "      <th>Tuesday</th>\n",
              "      <th>Wednesday</th>\n",
              "      <th>Thursday</th>\n",
              "      <th>Friday</th>\n",
              "      <th>Saturday</th>\n",
              "      <th>Sunday</th>\n",
              "      <th>hour</th>\n",
              "      <th>spring</th>\n",
              "      <th>summer</th>\n",
              "      <th>fall</th>\n",
              "      <th>winter</th>\n",
              "      <th>Holiday</th>\n",
              "      <th>Non_Holiday</th>\n",
              "      <th>Non_Working_day</th>\n",
              "      <th>Working_day</th>\n",
              "      <th>Clear_clouds</th>\n",
              "      <th>Mist_Cloudy</th>\n",
              "      <th>Light_Snowrain</th>\n",
              "      <th>Heavy_Rain_and_Ice_Pallets</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>humidity</th>\n",
              "      <th>windspeed</th>\n",
              "      <th>casual</th>\n",
              "      <th>registered</th>\n",
              "      <th>count</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.81</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3</td>\n",
              "      <td>13</td>\n",
              "      <td>16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.204082</td>\n",
              "      <td>0.288064</td>\n",
              "      <td>0.80</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>8</td>\n",
              "      <td>32</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.204082</td>\n",
              "      <td>0.288064</td>\n",
              "      <td>0.80</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>5</td>\n",
              "      <td>27</td>\n",
              "      <td>32</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3</td>\n",
              "      <td>10</td>\n",
              "      <td>13</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.271171</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.204082</td>\n",
              "      <td>0.288064</td>\n",
              "      <td>0.80</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.183673</td>\n",
              "      <td>0.271171</td>\n",
              "      <td>0.86</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1</td>\n",
              "      <td>7</td>\n",
              "      <td>8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.306122</td>\n",
              "      <td>0.372860</td>\n",
              "      <td>0.76</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>8</td>\n",
              "      <td>6</td>\n",
              "      <td>14</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>0.423649</td>\n",
              "      <td>0.76</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>12</td>\n",
              "      <td>24</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.346939</td>\n",
              "      <td>0.355856</td>\n",
              "      <td>0.81</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>26</td>\n",
              "      <td>30</td>\n",
              "      <td>56</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.77</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>29</td>\n",
              "      <td>55</td>\n",
              "      <td>84</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.72</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>47</td>\n",
              "      <td>47</td>\n",
              "      <td>94</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.72</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>35</td>\n",
              "      <td>71</td>\n",
              "      <td>106</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.428571</td>\n",
              "      <td>0.474550</td>\n",
              "      <td>0.77</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>40</td>\n",
              "      <td>70</td>\n",
              "      <td>110</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.82</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>41</td>\n",
              "      <td>52</td>\n",
              "      <td>93</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.428571</td>\n",
              "      <td>0.474550</td>\n",
              "      <td>0.82</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>15</td>\n",
              "      <td>52</td>\n",
              "      <td>67</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.88</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>9</td>\n",
              "      <td>26</td>\n",
              "      <td>35</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.88</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>6</td>\n",
              "      <td>31</td>\n",
              "      <td>37</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.87</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>11</td>\n",
              "      <td>25</td>\n",
              "      <td>36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.87</td>\n",
              "      <td>0.228047</td>\n",
              "      <td>3</td>\n",
              "      <td>31</td>\n",
              "      <td>34</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.94</td>\n",
              "      <td>0.263195</td>\n",
              "      <td>11</td>\n",
              "      <td>17</td>\n",
              "      <td>28</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.88</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>15</td>\n",
              "      <td>24</td>\n",
              "      <td>39</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.88</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>4</td>\n",
              "      <td>13</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.428571</td>\n",
              "      <td>0.474550</td>\n",
              "      <td>0.94</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>1</td>\n",
              "      <td>16</td>\n",
              "      <td>17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>1.00</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>1</td>\n",
              "      <td>8</td>\n",
              "      <td>9</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.94</td>\n",
              "      <td>0.228047</td>\n",
              "      <td>2</td>\n",
              "      <td>4</td>\n",
              "      <td>6</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.448980</td>\n",
              "      <td>0.491442</td>\n",
              "      <td>0.94</td>\n",
              "      <td>0.228047</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.77</td>\n",
              "      <td>0.350888</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10856</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>0.423649</td>\n",
              "      <td>0.46</td>\n",
              "      <td>0.386035</td>\n",
              "      <td>13</td>\n",
              "      <td>512</td>\n",
              "      <td>525</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10857</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>0.423649</td>\n",
              "      <td>0.46</td>\n",
              "      <td>0.456213</td>\n",
              "      <td>19</td>\n",
              "      <td>334</td>\n",
              "      <td>353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10858</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.346939</td>\n",
              "      <td>0.355856</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.298225</td>\n",
              "      <td>4</td>\n",
              "      <td>264</td>\n",
              "      <td>268</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10859</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.346939</td>\n",
              "      <td>0.372860</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.263195</td>\n",
              "      <td>9</td>\n",
              "      <td>159</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10860</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.326531</td>\n",
              "      <td>0.355856</td>\n",
              "      <td>0.49</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>5</td>\n",
              "      <td>127</td>\n",
              "      <td>132</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10861</th>\n",
              "      <td>2012-12-18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.326531</td>\n",
              "      <td>0.372860</td>\n",
              "      <td>0.49</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>81</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10862</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.285714</td>\n",
              "      <td>0.338964</td>\n",
              "      <td>0.61</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6</td>\n",
              "      <td>35</td>\n",
              "      <td>41</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10863</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.285714</td>\n",
              "      <td>0.338964</td>\n",
              "      <td>0.65</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>1</td>\n",
              "      <td>14</td>\n",
              "      <td>15</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10864</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.265306</td>\n",
              "      <td>0.321960</td>\n",
              "      <td>0.65</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10865</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.244898</td>\n",
              "      <td>0.288064</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.157870</td>\n",
              "      <td>0</td>\n",
              "      <td>5</td>\n",
              "      <td>5</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10866</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.254167</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.157870</td>\n",
              "      <td>1</td>\n",
              "      <td>6</td>\n",
              "      <td>7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10867</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.244898</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>2</td>\n",
              "      <td>29</td>\n",
              "      <td>31</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10868</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.271171</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>3</td>\n",
              "      <td>109</td>\n",
              "      <td>112</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10869</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.244898</td>\n",
              "      <td>0.288064</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.157870</td>\n",
              "      <td>3</td>\n",
              "      <td>360</td>\n",
              "      <td>363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10870</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.224490</td>\n",
              "      <td>0.271171</td>\n",
              "      <td>0.87</td>\n",
              "      <td>0.122840</td>\n",
              "      <td>13</td>\n",
              "      <td>665</td>\n",
              "      <td>678</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10871</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.265306</td>\n",
              "      <td>0.305068</td>\n",
              "      <td>0.75</td>\n",
              "      <td>0.122840</td>\n",
              "      <td>8</td>\n",
              "      <td>309</td>\n",
              "      <td>317</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10872</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.306122</td>\n",
              "      <td>0.355856</td>\n",
              "      <td>0.70</td>\n",
              "      <td>0.122840</td>\n",
              "      <td>17</td>\n",
              "      <td>147</td>\n",
              "      <td>164</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10873</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.54</td>\n",
              "      <td>0.263195</td>\n",
              "      <td>31</td>\n",
              "      <td>169</td>\n",
              "      <td>200</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10874</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.54</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>33</td>\n",
              "      <td>203</td>\n",
              "      <td>236</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10875</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.228047</td>\n",
              "      <td>30</td>\n",
              "      <td>183</td>\n",
              "      <td>213</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10876</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.228047</td>\n",
              "      <td>33</td>\n",
              "      <td>185</td>\n",
              "      <td>218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10877</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.333373</td>\n",
              "      <td>28</td>\n",
              "      <td>209</td>\n",
              "      <td>237</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10878</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.408163</td>\n",
              "      <td>0.457546</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.421065</td>\n",
              "      <td>37</td>\n",
              "      <td>297</td>\n",
              "      <td>334</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10879</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.387755</td>\n",
              "      <td>0.440653</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.456213</td>\n",
              "      <td>26</td>\n",
              "      <td>536</td>\n",
              "      <td>562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10880</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>0.423649</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.421065</td>\n",
              "      <td>23</td>\n",
              "      <td>546</td>\n",
              "      <td>569</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10881</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>0.423649</td>\n",
              "      <td>0.50</td>\n",
              "      <td>0.456213</td>\n",
              "      <td>7</td>\n",
              "      <td>329</td>\n",
              "      <td>336</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10882</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.346939</td>\n",
              "      <td>0.372860</td>\n",
              "      <td>0.57</td>\n",
              "      <td>0.263195</td>\n",
              "      <td>10</td>\n",
              "      <td>231</td>\n",
              "      <td>241</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10883</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.326531</td>\n",
              "      <td>0.338964</td>\n",
              "      <td>0.61</td>\n",
              "      <td>0.263195</td>\n",
              "      <td>4</td>\n",
              "      <td>164</td>\n",
              "      <td>168</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10884</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.326531</td>\n",
              "      <td>0.372860</td>\n",
              "      <td>0.61</td>\n",
              "      <td>0.105325</td>\n",
              "      <td>12</td>\n",
              "      <td>117</td>\n",
              "      <td>129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10885</th>\n",
              "      <td>2012-12-19</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.306122</td>\n",
              "      <td>0.355856</td>\n",
              "      <td>0.66</td>\n",
              "      <td>0.157870</td>\n",
              "      <td>4</td>\n",
              "      <td>84</td>\n",
              "      <td>88</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>10886 rows × 40 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             date  January  February  ...  casual  registered  count\n",
              "0      2011-01-01        1         0  ...       3          13     16\n",
              "1      2011-01-01        1         0  ...       8          32     40\n",
              "2      2011-01-01        1         0  ...       5          27     32\n",
              "3      2011-01-01        1         0  ...       3          10     13\n",
              "4      2011-01-01        1         0  ...       0           1      1\n",
              "5      2011-01-01        1         0  ...       0           1      1\n",
              "6      2011-01-01        1         0  ...       2           0      2\n",
              "7      2011-01-01        1         0  ...       1           2      3\n",
              "8      2011-01-01        1         0  ...       1           7      8\n",
              "9      2011-01-01        1         0  ...       8           6     14\n",
              "10     2011-01-01        1         0  ...      12          24     36\n",
              "11     2011-01-01        1         0  ...      26          30     56\n",
              "12     2011-01-01        1         0  ...      29          55     84\n",
              "13     2011-01-01        1         0  ...      47          47     94\n",
              "14     2011-01-01        1         0  ...      35          71    106\n",
              "15     2011-01-01        1         0  ...      40          70    110\n",
              "16     2011-01-01        1         0  ...      41          52     93\n",
              "17     2011-01-01        1         0  ...      15          52     67\n",
              "18     2011-01-01        1         0  ...       9          26     35\n",
              "19     2011-01-01        1         0  ...       6          31     37\n",
              "20     2011-01-01        1         0  ...      11          25     36\n",
              "21     2011-01-01        1         0  ...       3          31     34\n",
              "22     2011-01-01        1         0  ...      11          17     28\n",
              "23     2011-01-01        1         0  ...      15          24     39\n",
              "24     2011-01-02        1         0  ...       4          13     17\n",
              "25     2011-01-02        1         0  ...       1          16     17\n",
              "26     2011-01-02        1         0  ...       1           8      9\n",
              "27     2011-01-02        1         0  ...       2           4      6\n",
              "28     2011-01-02        1         0  ...       2           1      3\n",
              "29     2011-01-02        1         0  ...       0           2      2\n",
              "...           ...      ...       ...  ...     ...         ...    ...\n",
              "10856  2012-12-18        0         0  ...      13         512    525\n",
              "10857  2012-12-18        0         0  ...      19         334    353\n",
              "10858  2012-12-18        0         0  ...       4         264    268\n",
              "10859  2012-12-18        0         0  ...       9         159    168\n",
              "10860  2012-12-18        0         0  ...       5         127    132\n",
              "10861  2012-12-18        0         0  ...       1          80     81\n",
              "10862  2012-12-19        0         0  ...       6          35     41\n",
              "10863  2012-12-19        0         0  ...       1          14     15\n",
              "10864  2012-12-19        0         0  ...       1           2      3\n",
              "10865  2012-12-19        0         0  ...       0           5      5\n",
              "10866  2012-12-19        0         0  ...       1           6      7\n",
              "10867  2012-12-19        0         0  ...       2          29     31\n",
              "10868  2012-12-19        0         0  ...       3         109    112\n",
              "10869  2012-12-19        0         0  ...       3         360    363\n",
              "10870  2012-12-19        0         0  ...      13         665    678\n",
              "10871  2012-12-19        0         0  ...       8         309    317\n",
              "10872  2012-12-19        0         0  ...      17         147    164\n",
              "10873  2012-12-19        0         0  ...      31         169    200\n",
              "10874  2012-12-19        0         0  ...      33         203    236\n",
              "10875  2012-12-19        0         0  ...      30         183    213\n",
              "10876  2012-12-19        0         0  ...      33         185    218\n",
              "10877  2012-12-19        0         0  ...      28         209    237\n",
              "10878  2012-12-19        0         0  ...      37         297    334\n",
              "10879  2012-12-19        0         0  ...      26         536    562\n",
              "10880  2012-12-19        0         0  ...      23         546    569\n",
              "10881  2012-12-19        0         0  ...       7         329    336\n",
              "10882  2012-12-19        0         0  ...      10         231    241\n",
              "10883  2012-12-19        0         0  ...       4         164    168\n",
              "10884  2012-12-19        0         0  ...      12         117    129\n",
              "10885  2012-12-19        0         0  ...       4          84     88\n",
              "\n",
              "[10886 rows x 40 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 124
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Mq3PgUCSC98I",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "X=df.drop(['date','count','Heavy_Rain_and_Ice_Pallets','casual','registered'],axis='columns')\n",
        "y=df['count']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "B6TKt9tjDIHC",
        "colab_type": "code",
        "outputId": "6f9ffb97-9cbd-45b5-f55f-b7e46c922487",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 140
        }
      },
      "source": [
        "X.columns"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['January', 'February', 'March', 'April', 'May', 'June', 'July',\n",
              "       'August', 'September', 'October', 'November', 'December', 'Monday',\n",
              "       'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday',\n",
              "       'hour', 'spring', 'summer', 'fall', 'winter', 'Holiday', 'Non_Holiday',\n",
              "       'Non_Working_day', 'Working_day', 'Clear_clouds', 'Mist_Cloudy',\n",
              "       'Light_Snowrain', 'temp', 'atemp', 'humidity', 'windspeed'],\n",
              "      dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 133
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "UYaNPVJ4S_OE",
        "colab_type": "code",
        "outputId": "df0edcd4-75c1-4231-9bc2-69ead796b182",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 52
        }
      },
      "source": [
        "print(X.shape)\n",
        "print(X.columns)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "(6493, 4)\n",
            "Index(['temp', 'atemp', 'humidity', 'windspeed'], dtype='object')\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "IEyJqxV8DNyV",
        "colab_type": "text"
      },
      "source": [
        "# **MACHINE LEARNING MODELS**"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "JlLqgS81Xphe",
        "colab_type": "text"
      },
      "source": [
        "**LINEAR REGRESSION**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ARg83QVKDMBg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.linear_model import LinearRegression\n",
        "model=LinearRegression()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "J4_eOKKCUQye",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.metrics import r2_score"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l0StOplEVdgD",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.metrics import accuracy_score\n",
        "from sklearn import model_selection"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "M9iFKBpnDdqi",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.model_selection import train_test_split\n",
        "\n",
        "scores=[]\n",
        "for i in range(0,50):\n",
        "  X_train,X_test,y_train,y_test=train_test_split(X,y,test_size=0.2)\n",
        "  model.fit(X_train,y_train)\n",
        "  pred=model.predict(X_test)\n",
        "  f=accuracy_score(y_test,pred)\n",
        "  scores.append(f)\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3VhNtMozV31M",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "fold = model_selection.KFold(n_splits=10)\n",
        "model = LinearRegression()\n",
        "scoring = 'r2'\n",
        "results = model_selection.cross_val_score(model, X_train, y_train, cv=50, scoring=scoring)\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GHqbLdANTIM-",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "results"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CTOdR779DpYc",
        "colab_type": "code",
        "outputId": "38b9a252-1779-4f05-e3f1-055521a4d328",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "len(results)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "50"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 165
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ieQhWHW_D-O3",
        "colab_type": "code",
        "outputId": "23a7bb0a-f04f-4820-f045-5d0511b854f4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(sum(results)/len(results))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0.3502906354309131\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "I1-3hVraXYaw",
        "colab_type": "text"
      },
      "source": [
        "**RANDOM FOREST REGRESSOR**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "kH8vcuGtXYs3",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.ensemble import RandomForestRegressor\n",
        "rfModel = RandomForestRegressor(n_estimators=10)\n",
        "\n",
        "\n",
        "scoring = 'r2'\n",
        "results2 = model_selection.cross_val_score(rfModel, X_train, y_train, cv=50, scoring=scoring)\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lG9JCQsfdrS3",
        "colab_type": "code",
        "outputId": "2caf234b-0cf3-4a2c-9bca-7553b91a80f5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 122
        }
      },
      "source": [
        "rfModel.fit(X_train,y_train)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None,\n",
              "           max_features='auto', max_leaf_nodes=None,\n",
              "           min_impurity_decrease=0.0, min_impurity_split=None,\n",
              "           min_samples_leaf=1, min_samples_split=2,\n",
              "           min_weight_fraction_leaf=0.0, n_estimators=10, n_jobs=None,\n",
              "           oob_score=False, random_state=None, verbose=0, warm_start=False)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 229
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eHx1PjN0XgRB",
        "colab_type": "code",
        "outputId": "2c18f613-ec17-4889-911a-ae9340df2da2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "len(results2)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "50"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 192
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "G9-3m9w8Xiay",
        "colab_type": "code",
        "outputId": "5423cf16-e224-48ae-a664-0db413fcd273",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(sum(results2)/len(results2))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0.8489606288551101\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "A7Ow38D1YB8a",
        "colab_type": "text"
      },
      "source": [
        " **RIDGE**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JnY-rCG1YL7f",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn import linear_model\n",
        "ridge_m_ = linear_model.Ridge()\n",
        "\n",
        "\n",
        "scoring = 'r2'\n",
        "results3 = model_selection.cross_val_score(ridge_m_, X_train, y_train, cv=50, scoring=scoring)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5Z1ygzOBYW7S",
        "colab_type": "code",
        "outputId": "145e18d8-cf28-4476-bc43-921e58a3ab53",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "len(results3)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "50"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 176
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1SUSZJNdY20E",
        "colab_type": "code",
        "outputId": "87b0c2fc-230a-482a-a6f7-ff9c6a749c67",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(sum(results3)/len(results3))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0.3502810973754047\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YP7UDxkTZd3E",
        "colab_type": "text"
      },
      "source": [
        "**GradientBoostingRegressor**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OykYDscWZeGy",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn.ensemble import GradientBoostingRegressor\n",
        "gbm = GradientBoostingRegressor(n_estimators=40,alpha=0.01)\n",
        "\n",
        "scoring = 'r2'\n",
        "results5 = model_selection.cross_val_score(gbm, X, y, cv=50, scoring=scoring)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rA0ncHasZnuL",
        "colab_type": "code",
        "outputId": "3583e426-0cb0-40c1-d204-ed67261b69c6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "len(results5)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "50"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 186
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "f5V-MFeeZoC3",
        "colab_type": "code",
        "outputId": "d79cadf4-530c-448a-8ec5-5a1f184f7503",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(sum(results5)/len(results5))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0.7047999569046355\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cpYJHLqUZBjK",
        "colab_type": "text"
      },
      "source": [
        "**LASSO**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "pS8VKVuHZBy_",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from sklearn import linear_model\n",
        "lasso_m_ =linear_model.Lasso()\n",
        "\n",
        "scoring = 'r2'\n",
        "results4 = model_selection.cross_val_score(lasso_m_, X_train, y_train, cv=50, scoring=scoring)\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ws_IODF0ZNmy",
        "colab_type": "code",
        "outputId": "eaad33dd-a4a8-4c35-ac74-9c4305b32b7b",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(len(results4))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "50\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dQm5vaxOZSKB",
        "colab_type": "code",
        "outputId": "69840f15-7e9a-4175-e72e-c48beae3a489",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "print(sum(results4)/len(results4))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0.34369434383948494\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gcbcbmSoMSWF",
        "colab_type": "text"
      },
      "source": [
        "TESTING THE DATA"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OlCT161-MVLg",
        "colab_type": "code",
        "outputId": "cc4f7ce0-4929-4ee3-b9eb-b33579db23e4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1882
        }
      },
      "source": [
        "df_test=pd.read_csv('/content/test.csv')\n",
        "df_test"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>datetime</th>\n",
              "      <th>season</th>\n",
              "      <th>holiday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weather</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>humidity</th>\n",
              "      <th>windspeed</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2011-01-20 00:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>26.0027</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2011-01-20 01:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2011-01-20 02:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2011-01-20 03:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2011-01-20 04:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>2011-01-20 05:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2011-01-20 06:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>2011-01-20 07:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>2011-01-20 08:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>2011-01-20 09:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>52</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>2011-01-20 10:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>48</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2011-01-20 11:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>2011-01-20 12:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>16.665</td>\n",
              "      <td>42</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>2011-01-20 13:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>2011-01-20 14:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>2011-01-20 15:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>13.12</td>\n",
              "      <td>15.910</td>\n",
              "      <td>45</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>2011-01-20 16:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>49</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>2011-01-20 17:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>49</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>2011-01-20 18:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>2011-01-20 19:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>2011-01-20 20:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.120</td>\n",
              "      <td>60</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>2011-01-20 21:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>2011-01-20 22:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>2011-01-20 23:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>2011-01-21 00:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2011-01-21 01:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>2011-01-21 02:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>2011-01-21 03:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>80</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>2011-01-21 04:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>6.0032</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>2011-01-21 05:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>9.850</td>\n",
              "      <td>60</td>\n",
              "      <td>27.9993</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>2012-12-30 18:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>44</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>2012-12-30 19:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>18.180</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>2012-12-30 20:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>9.850</td>\n",
              "      <td>47</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>2012-12-30 21:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>51</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>2012-12-30 22:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>2012-12-30 23:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>51</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>2012-12-31 00:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>2012-12-31 01:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>2012-12-31 02:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>59</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>2012-12-31 03:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>59</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>2012-12-31 04:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>8.335</td>\n",
              "      <td>69</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>2012-12-31 05:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>7.575</td>\n",
              "      <td>64</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>2012-12-31 06:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>64</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>2012-12-31 07:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>64</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>2012-12-31 08:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>7.575</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>2012-12-31 09:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>7.38</td>\n",
              "      <td>10.605</td>\n",
              "      <td>64</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>2012-12-31 10:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>2012-12-31 11:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>2012-12-31 12:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>2012-12-31 13:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>44</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>2012-12-31 14:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>2012-12-31 15:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>2012-12-31 16:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>48</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>2012-12-31 17:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>48</td>\n",
              "      <td>6.0032</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>2012-12-31 18:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>48</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>2012-12-31 19:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>2012-12-31 20:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>2012-12-31 21:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>2012-12-31 22:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>2012-12-31 23:00:00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>65</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 9 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 datetime  season  holiday  ...   atemp  humidity  windspeed\n",
              "0     2011-01-20 00:00:00       1        0  ...  11.365        56    26.0027\n",
              "1     2011-01-20 01:00:00       1        0  ...  13.635        56     0.0000\n",
              "2     2011-01-20 02:00:00       1        0  ...  13.635        56     0.0000\n",
              "3     2011-01-20 03:00:00       1        0  ...  12.880        56    11.0014\n",
              "4     2011-01-20 04:00:00       1        0  ...  12.880        56    11.0014\n",
              "5     2011-01-20 05:00:00       1        0  ...  11.365        60    15.0013\n",
              "6     2011-01-20 06:00:00       1        0  ...  10.605        60    15.0013\n",
              "7     2011-01-20 07:00:00       1        0  ...  10.605        55    15.0013\n",
              "8     2011-01-20 08:00:00       1        0  ...  10.605        55    19.0012\n",
              "9     2011-01-20 09:00:00       1        0  ...  11.365        52    15.0013\n",
              "10    2011-01-20 10:00:00       1        0  ...  11.365        48    19.9995\n",
              "11    2011-01-20 11:00:00       1        0  ...  13.635        45    11.0014\n",
              "12    2011-01-20 12:00:00       1        0  ...  16.665        42     0.0000\n",
              "13    2011-01-20 13:00:00       1        0  ...  14.395        45     7.0015\n",
              "14    2011-01-20 14:00:00       1        0  ...  15.150        45     8.9981\n",
              "15    2011-01-20 15:00:00       1        0  ...  15.910        45    12.9980\n",
              "16    2011-01-20 16:00:00       1        0  ...  15.150        49     8.9981\n",
              "17    2011-01-20 17:00:00       1        0  ...  15.910        49     7.0015\n",
              "18    2011-01-20 18:00:00       1        0  ...  12.880        56    12.9980\n",
              "19    2011-01-20 19:00:00       1        0  ...  11.365        56    22.0028\n",
              "20    2011-01-20 20:00:00       1        0  ...  12.120        60    19.0012\n",
              "21    2011-01-20 21:00:00       1        0  ...  11.365        60    16.9979\n",
              "22    2011-01-20 22:00:00       1        0  ...  10.605        65    19.0012\n",
              "23    2011-01-20 23:00:00       1        0  ...  10.605        65    22.0028\n",
              "24    2011-01-21 00:00:00       1        0  ...  11.365        70    16.9979\n",
              "25    2011-01-21 01:00:00       1        0  ...  11.365        70    16.9979\n",
              "26    2011-01-21 02:00:00       1        0  ...  12.120        75    11.0014\n",
              "27    2011-01-21 03:00:00       1        0  ...  10.605        80    19.9995\n",
              "28    2011-01-21 04:00:00       1        0  ...  12.880        87     6.0032\n",
              "29    2011-01-21 05:00:00       1        0  ...   9.850        60    27.9993\n",
              "...                   ...     ...      ...  ...     ...       ...        ...\n",
              "6463  2012-12-30 18:00:00       1        0  ...  10.605        44    19.9995\n",
              "6464  2012-12-30 19:00:00       1        0  ...  18.180        61     0.0000\n",
              "6465  2012-12-30 20:00:00       1        0  ...   9.850        47    22.0028\n",
              "6466  2012-12-30 21:00:00       1        0  ...  10.605        51    11.0014\n",
              "6467  2012-12-30 22:00:00       1        0  ...   9.850        55    12.9980\n",
              "6468  2012-12-30 23:00:00       1        0  ...   9.850        51    15.0013\n",
              "6469  2012-12-31 00:00:00       1        0  ...   9.090        55    12.9980\n",
              "6470  2012-12-31 01:00:00       1        0  ...   9.090        55    12.9980\n",
              "6471  2012-12-31 02:00:00       1        0  ...   8.335        59    11.0014\n",
              "6472  2012-12-31 03:00:00       1        0  ...   9.090        59     7.0015\n",
              "6473  2012-12-31 04:00:00       1        0  ...   8.335        69     7.0015\n",
              "6474  2012-12-31 05:00:00       1        0  ...   7.575        64    12.9980\n",
              "6475  2012-12-31 06:00:00       1        0  ...   8.335        64    11.0014\n",
              "6476  2012-12-31 07:00:00       1        0  ...   9.090        64     8.9981\n",
              "6477  2012-12-31 08:00:00       1        0  ...   7.575        69     8.9981\n",
              "6478  2012-12-31 09:00:00       1        0  ...  10.605        64     7.0015\n",
              "6479  2012-12-31 10:00:00       1        0  ...  10.605        69     8.9981\n",
              "6480  2012-12-31 11:00:00       1        0  ...  11.365        60    12.9980\n",
              "6481  2012-12-31 12:00:00       1        0  ...  11.365        56    12.9980\n",
              "6482  2012-12-31 13:00:00       1        0  ...  12.880        44    11.0014\n",
              "6483  2012-12-31 14:00:00       1        0  ...  13.635        45    15.0013\n",
              "6484  2012-12-31 15:00:00       1        0  ...  14.395        45     8.9981\n",
              "6485  2012-12-31 16:00:00       1        0  ...  12.880        48    12.9980\n",
              "6486  2012-12-31 17:00:00       1        0  ...  14.395        48     6.0032\n",
              "6487  2012-12-31 18:00:00       1        0  ...  13.635        48     8.9981\n",
              "6488  2012-12-31 19:00:00       1        0  ...  12.880        60    11.0014\n",
              "6489  2012-12-31 20:00:00       1        0  ...  12.880        60    11.0014\n",
              "6490  2012-12-31 21:00:00       1        0  ...  12.880        60    11.0014\n",
              "6491  2012-12-31 22:00:00       1        0  ...  13.635        56     8.9981\n",
              "6492  2012-12-31 23:00:00       1        0  ...  13.635        65     8.9981\n",
              "\n",
              "[6493 rows x 9 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 200
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "U-n56rUpMtEa",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "column1=df_test['datetime']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fDXh0cADNMVv",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test['date']=df_test.datetime.apply(lambda x : x.split()[0])\n",
        "df_test['hour']=df_test.datetime.apply(lambda x : x.split()[1].split(':')[0])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-wp7FBqnODJL",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from datetime import datetime\n",
        "import calendar"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "n4FsnCAJNxte",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test['weekday']=df_test.date.apply(lambda x: calendar.day_name[datetime.strptime(x,'%Y-%m-%d').weekday()])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3DBd3DbiPLru",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eAq0wlOzOw1k",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test['month']=df_test.date.apply(lambda x: calendar.month_name[datetime.strptime(x,'%Y-%m-%d').month])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YmG17Y9KPj5I",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test=df_test.drop(['datetime'],axis='columns')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dh88hYclPux6",
        "colab_type": "code",
        "outputId": "3e841dc9-447a-48bb-fdb0-acfbadae46bf",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1882
        }
      },
      "source": [
        "df_test"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>season</th>\n",
              "      <th>holiday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weather</th>\n",
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              "      <th>atemp</th>\n",
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              "      <th>date</th>\n",
              "      <th>hour</th>\n",
              "      <th>weekday</th>\n",
              "      <th>month</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
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              "      <th>0</th>\n",
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              "      <td>0.0000</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>01</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>02</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>03</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
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              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>04</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>05</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>06</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>07</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>08</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>52</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>09</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>48</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>10</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
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              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>11</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>16.665</td>\n",
              "      <td>42</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>12</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>13</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>14</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>13.12</td>\n",
              "      <td>15.910</td>\n",
              "      <td>45</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>15</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>49</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>16</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>49</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>17</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>18</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>19</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.120</td>\n",
              "      <td>60</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>20</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>21</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>22</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>23</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>00</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>01</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>02</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>80</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>03</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>04</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>9.850</td>\n",
              "      <td>60</td>\n",
              "      <td>27.9993</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>05</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>44</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>18</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>18.180</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>19</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>9.850</td>\n",
              "      <td>47</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>20</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>51</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>21</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>22</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>51</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>23</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>00</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>01</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>59</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>02</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>59</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>03</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>8.335</td>\n",
              "      <td>69</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>04</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>7.575</td>\n",
              "      <td>64</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>05</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>64</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>06</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>64</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>07</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>7.575</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>08</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>7.38</td>\n",
              "      <td>10.605</td>\n",
              "      <td>64</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>09</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>10</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>11</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>12</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>44</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>13</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>14</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>15</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>48</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>16</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>48</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>17</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>48</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>18</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>19</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>20</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>21</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>22</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>65</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>23</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      season  holiday  workingday  weather  ...        date  hour   weekday     month\n",
              "0          1        0           1        1  ...  2011-01-20    00  Thursday   January\n",
              "1          1        0           1        1  ...  2011-01-20    01  Thursday   January\n",
              "2          1        0           1        1  ...  2011-01-20    02  Thursday   January\n",
              "3          1        0           1        1  ...  2011-01-20    03  Thursday   January\n",
              "4          1        0           1        1  ...  2011-01-20    04  Thursday   January\n",
              "5          1        0           1        1  ...  2011-01-20    05  Thursday   January\n",
              "6          1        0           1        1  ...  2011-01-20    06  Thursday   January\n",
              "7          1        0           1        1  ...  2011-01-20    07  Thursday   January\n",
              "8          1        0           1        1  ...  2011-01-20    08  Thursday   January\n",
              "9          1        0           1        2  ...  2011-01-20    09  Thursday   January\n",
              "10         1        0           1        1  ...  2011-01-20    10  Thursday   January\n",
              "11         1        0           1        2  ...  2011-01-20    11  Thursday   January\n",
              "12         1        0           1        2  ...  2011-01-20    12  Thursday   January\n",
              "13         1        0           1        2  ...  2011-01-20    13  Thursday   January\n",
              "14         1        0           1        2  ...  2011-01-20    14  Thursday   January\n",
              "15         1        0           1        2  ...  2011-01-20    15  Thursday   January\n",
              "16         1        0           1        2  ...  2011-01-20    16  Thursday   January\n",
              "17         1        0           1        2  ...  2011-01-20    17  Thursday   January\n",
              "18         1        0           1        2  ...  2011-01-20    18  Thursday   January\n",
              "19         1        0           1        1  ...  2011-01-20    19  Thursday   January\n",
              "20         1        0           1        2  ...  2011-01-20    20  Thursday   January\n",
              "21         1        0           1        2  ...  2011-01-20    21  Thursday   January\n",
              "22         1        0           1        2  ...  2011-01-20    22  Thursday   January\n",
              "23         1        0           1        2  ...  2011-01-20    23  Thursday   January\n",
              "24         1        0           1        2  ...  2011-01-21    00    Friday   January\n",
              "25         1        0           1        2  ...  2011-01-21    01    Friday   January\n",
              "26         1        0           1        3  ...  2011-01-21    02    Friday   January\n",
              "27         1        0           1        3  ...  2011-01-21    03    Friday   January\n",
              "28         1        0           1        2  ...  2011-01-21    04    Friday   January\n",
              "29         1        0           1        1  ...  2011-01-21    05    Friday   January\n",
              "...      ...      ...         ...      ...  ...         ...   ...       ...       ...\n",
              "6463       1        0           0        2  ...  2012-12-30    18    Sunday  December\n",
              "6464       1        0           0        1  ...  2012-12-30    19    Sunday  December\n",
              "6465       1        0           0        1  ...  2012-12-30    20    Sunday  December\n",
              "6466       1        0           0        1  ...  2012-12-30    21    Sunday  December\n",
              "6467       1        0           0        1  ...  2012-12-30    22    Sunday  December\n",
              "6468       1        0           0        1  ...  2012-12-30    23    Sunday  December\n",
              "6469       1        0           1        1  ...  2012-12-31    00    Monday  December\n",
              "6470       1        0           1        1  ...  2012-12-31    01    Monday  December\n",
              "6471       1        0           1        1  ...  2012-12-31    02    Monday  December\n",
              "6472       1        0           1        1  ...  2012-12-31    03    Monday  December\n",
              "6473       1        0           1        1  ...  2012-12-31    04    Monday  December\n",
              "6474       1        0           1        1  ...  2012-12-31    05    Monday  December\n",
              "6475       1        0           1        1  ...  2012-12-31    06    Monday  December\n",
              "6476       1        0           1        1  ...  2012-12-31    07    Monday  December\n",
              "6477       1        0           1        1  ...  2012-12-31    08    Monday  December\n",
              "6478       1        0           1        2  ...  2012-12-31    09    Monday  December\n",
              "6479       1        0           1        2  ...  2012-12-31    10    Monday  December\n",
              "6480       1        0           1        2  ...  2012-12-31    11    Monday  December\n",
              "6481       1        0           1        2  ...  2012-12-31    12    Monday  December\n",
              "6482       1        0           1        2  ...  2012-12-31    13    Monday  December\n",
              "6483       1        0           1        2  ...  2012-12-31    14    Monday  December\n",
              "6484       1        0           1        2  ...  2012-12-31    15    Monday  December\n",
              "6485       1        0           1        2  ...  2012-12-31    16    Monday  December\n",
              "6486       1        0           1        2  ...  2012-12-31    17    Monday  December\n",
              "6487       1        0           1        2  ...  2012-12-31    18    Monday  December\n",
              "6488       1        0           1        2  ...  2012-12-31    19    Monday  December\n",
              "6489       1        0           1        2  ...  2012-12-31    20    Monday  December\n",
              "6490       1        0           1        1  ...  2012-12-31    21    Monday  December\n",
              "6491       1        0           1        1  ...  2012-12-31    22    Monday  December\n",
              "6492       1        0           1        1  ...  2012-12-31    23    Monday  December\n",
              "\n",
              "[6493 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 209
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4Iq50LNVP2xa",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_testseason=pd.get_dummies(df_test['season'])\n",
        "get_dummies_for_testmonth=pd.get_dummies(df_test['month'])\n",
        "get_dummies_for_testdays=pd.get_dummies(df_test['weekday'])\n",
        "get_dummies_for_testweather=pd.get_dummies(df_test['weather'])\n",
        "get_dummies_for_testworkingday=pd.get_dummies(df_test['workingday'])\n",
        "get_dummies_for_testholiday=pd.get_dummies(df_test['holiday'])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "sr4GbsfxQX1J",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_testseason.columns=['spring','summer','fall','winter' ]\n",
        "get_dummies_for_testweather.columns=['Clear_clouds','Mist_Cloudy','Light_Snowrain','Heavy_Rain_and_Ice_Pallets']\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QmCQkac3Q1pL",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "get_dummies_for_testworkingday.columns=['Non_Working_day','Working_day']\n",
        "get_dummies_for_testholiday.columns=['Holiday','Non_Holiday']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2tSe8FSjQ9ZQ",
        "colab_type": "code",
        "outputId": "6ad257ac-4d21-406b-b3ff-2951721bc96c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 2910
        }
      },
      "source": [
        "df_test=pd.concat([df_test,get_dummies_for_testmonth,get_dummies_for_testdays,get_dummies_for_testweather,get_dummies_for_testworkingday,get_dummies_for_testholiday,get_dummies_for_testseason],axis='columns')\n",
        "df_test"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>season</th>\n",
              "      <th>holiday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weather</th>\n",
              "      <th>temp</th>\n",
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              "      <th>August</th>\n",
              "      <th>December</th>\n",
              "      <th>February</th>\n",
              "      <th>January</th>\n",
              "      <th>July</th>\n",
              "      <th>June</th>\n",
              "      <th>March</th>\n",
              "      <th>May</th>\n",
              "      <th>November</th>\n",
              "      <th>October</th>\n",
              "      <th>September</th>\n",
              "      <th>Friday</th>\n",
              "      <th>Monday</th>\n",
              "      <th>Saturday</th>\n",
              "      <th>Sunday</th>\n",
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              "      <th>Tuesday</th>\n",
              "      <th>Wednesday</th>\n",
              "      <th>Clear_clouds</th>\n",
              "      <th>Mist_Cloudy</th>\n",
              "      <th>Light_Snowrain</th>\n",
              "      <th>Heavy_Rain_and_Ice_Pallets</th>\n",
              "      <th>Non_Working_day</th>\n",
              "      <th>Working_day</th>\n",
              "      <th>Holiday</th>\n",
              "      <th>Non_Holiday</th>\n",
              "      <th>spring</th>\n",
              "      <th>summer</th>\n",
              "      <th>fall</th>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>07</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>08</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>52</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>09</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>48</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>10</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>11</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>16.665</td>\n",
              "      <td>42</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>12</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>13</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>14</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>13.12</td>\n",
              "      <td>15.910</td>\n",
              "      <td>45</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>15</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>49</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>16</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>49</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>17</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>18</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>19</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.120</td>\n",
              "      <td>60</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>20</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>21</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>19.0012</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>22</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2011-01-20</td>\n",
              "      <td>23</td>\n",
              "      <td>Thursday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>00</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>01</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>02</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>3</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>80</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>03</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>04</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>9.850</td>\n",
              "      <td>60</td>\n",
              "      <td>27.9993</td>\n",
              "      <td>2011-01-21</td>\n",
              "      <td>05</td>\n",
              "      <td>Friday</td>\n",
              "      <td>January</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>44</td>\n",
              "      <td>19.9995</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>18</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>13.94</td>\n",
              "      <td>18.180</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>19</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>9.850</td>\n",
              "      <td>47</td>\n",
              "      <td>22.0028</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>20</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>51</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>21</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>22</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>51</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2012-12-30</td>\n",
              "      <td>23</td>\n",
              "      <td>Sunday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>00</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>01</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>59</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>02</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>59</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>03</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>8.335</td>\n",
              "      <td>69</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>04</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>7.575</td>\n",
              "      <td>64</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>05</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>64</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>06</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>64</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>07</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>5.74</td>\n",
              "      <td>7.575</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>08</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>7.38</td>\n",
              "      <td>10.605</td>\n",
              "      <td>64</td>\n",
              "      <td>7.0015</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>09</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>10</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.02</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>11</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>12</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>44</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>13</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>15.0013</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>14</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>15</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>48</td>\n",
              "      <td>12.9980</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>16</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>48</td>\n",
              "      <td>6.0032</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>17</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>48</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>18</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>19</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>2</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>20</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>21</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
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              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>22</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
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              "      <td>0</td>\n",
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              "      <td>1</td>\n",
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              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>65</td>\n",
              "      <td>8.9981</td>\n",
              "      <td>2012-12-31</td>\n",
              "      <td>23</td>\n",
              "      <td>Monday</td>\n",
              "      <td>December</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 43 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      season  holiday  workingday  weather  ...  spring  summer  fall  winter\n",
              "0          1        0           1        1  ...       1       0     0       0\n",
              "1          1        0           1        1  ...       1       0     0       0\n",
              "2          1        0           1        1  ...       1       0     0       0\n",
              "3          1        0           1        1  ...       1       0     0       0\n",
              "4          1        0           1        1  ...       1       0     0       0\n",
              "5          1        0           1        1  ...       1       0     0       0\n",
              "6          1        0           1        1  ...       1       0     0       0\n",
              "7          1        0           1        1  ...       1       0     0       0\n",
              "8          1        0           1        1  ...       1       0     0       0\n",
              "9          1        0           1        2  ...       1       0     0       0\n",
              "10         1        0           1        1  ...       1       0     0       0\n",
              "11         1        0           1        2  ...       1       0     0       0\n",
              "12         1        0           1        2  ...       1       0     0       0\n",
              "13         1        0           1        2  ...       1       0     0       0\n",
              "14         1        0           1        2  ...       1       0     0       0\n",
              "15         1        0           1        2  ...       1       0     0       0\n",
              "16         1        0           1        2  ...       1       0     0       0\n",
              "17         1        0           1        2  ...       1       0     0       0\n",
              "18         1        0           1        2  ...       1       0     0       0\n",
              "19         1        0           1        1  ...       1       0     0       0\n",
              "20         1        0           1        2  ...       1       0     0       0\n",
              "21         1        0           1        2  ...       1       0     0       0\n",
              "22         1        0           1        2  ...       1       0     0       0\n",
              "23         1        0           1        2  ...       1       0     0       0\n",
              "24         1        0           1        2  ...       1       0     0       0\n",
              "25         1        0           1        2  ...       1       0     0       0\n",
              "26         1        0           1        3  ...       1       0     0       0\n",
              "27         1        0           1        3  ...       1       0     0       0\n",
              "28         1        0           1        2  ...       1       0     0       0\n",
              "29         1        0           1        1  ...       1       0     0       0\n",
              "...      ...      ...         ...      ...  ...     ...     ...   ...     ...\n",
              "6463       1        0           0        2  ...       1       0     0       0\n",
              "6464       1        0           0        1  ...       1       0     0       0\n",
              "6465       1        0           0        1  ...       1       0     0       0\n",
              "6466       1        0           0        1  ...       1       0     0       0\n",
              "6467       1        0           0        1  ...       1       0     0       0\n",
              "6468       1        0           0        1  ...       1       0     0       0\n",
              "6469       1        0           1        1  ...       1       0     0       0\n",
              "6470       1        0           1        1  ...       1       0     0       0\n",
              "6471       1        0           1        1  ...       1       0     0       0\n",
              "6472       1        0           1        1  ...       1       0     0       0\n",
              "6473       1        0           1        1  ...       1       0     0       0\n",
              "6474       1        0           1        1  ...       1       0     0       0\n",
              "6475       1        0           1        1  ...       1       0     0       0\n",
              "6476       1        0           1        1  ...       1       0     0       0\n",
              "6477       1        0           1        1  ...       1       0     0       0\n",
              "6478       1        0           1        2  ...       1       0     0       0\n",
              "6479       1        0           1        2  ...       1       0     0       0\n",
              "6480       1        0           1        2  ...       1       0     0       0\n",
              "6481       1        0           1        2  ...       1       0     0       0\n",
              "6482       1        0           1        2  ...       1       0     0       0\n",
              "6483       1        0           1        2  ...       1       0     0       0\n",
              "6484       1        0           1        2  ...       1       0     0       0\n",
              "6485       1        0           1        2  ...       1       0     0       0\n",
              "6486       1        0           1        2  ...       1       0     0       0\n",
              "6487       1        0           1        2  ...       1       0     0       0\n",
              "6488       1        0           1        2  ...       1       0     0       0\n",
              "6489       1        0           1        2  ...       1       0     0       0\n",
              "6490       1        0           1        1  ...       1       0     0       0\n",
              "6491       1        0           1        1  ...       1       0     0       0\n",
              "6492       1        0           1        1  ...       1       0     0       0\n",
              "\n",
              "[6493 rows x 43 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 213
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eMmSb-RycDdI",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df_test=df_test.drop(['season','holiday','workingday','weather','Heavy_Rain_and_Ice_Pallets','date'],axis='columns')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DEzy_3txQNwK",
        "colab_type": "code",
        "outputId": "7c4e0ddf-48e6-4331-8639-feae57aff91c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1902
        }
      },
      "source": [
        "df_test=df_test[['January','February','March','April','May','June','July','August','September','October','November','December','Monday','Tuesday','Wednesday','Thursday','Friday','Saturday','Sunday','hour','spring','summer','fall','winter','Holiday','Non_Holiday','Non_Working_day','Working_day','Clear_clouds','Mist_Cloudy','Light_Snowrain','temp','atemp','humidity','windspeed']]\n",
        "df_test"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "      <th></th>\n",
              "      <th>January</th>\n",
              "      <th>February</th>\n",
              "      <th>March</th>\n",
              "      <th>April</th>\n",
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              "      <th>winter</th>\n",
              "      <th>Holiday</th>\n",
              "      <th>Non_Holiday</th>\n",
              "      <th>Non_Working_day</th>\n",
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              "    </tr>\n",
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              "      <th>5</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>60</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>55</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>52</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>48</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>16.665</td>\n",
              "      <td>42</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>13.12</td>\n",
              "      <td>15.910</td>\n",
              "      <td>45</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.150</td>\n",
              "      <td>49</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>12.30</td>\n",
              "      <td>15.910</td>\n",
              "      <td>49</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.120</td>\n",
              "      <td>60</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>19.0012</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>65</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>70</td>\n",
              "      <td>16.9979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.84</td>\n",
              "      <td>12.120</td>\n",
              "      <td>75</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>9.02</td>\n",
              "      <td>10.605</td>\n",
              "      <td>80</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>12.880</td>\n",
              "      <td>87</td>\n",
              "      <td>6.0032</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>9.850</td>\n",
              "      <td>60</td>\n",
              "      <td>27.9993</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>10.605</td>\n",
              "      <td>44</td>\n",
              "      <td>19.9995</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13.94</td>\n",
              "      <td>18.180</td>\n",
              "      <td>61</td>\n",
              "      <td>0.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>9.850</td>\n",
              "      <td>47</td>\n",
              "      <td>22.0028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>51</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>8.20</td>\n",
              "      <td>9.850</td>\n",
              "      <td>51</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>7.38</td>\n",
              "      <td>9.090</td>\n",
              "      <td>55</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>59</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>59</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>5.74</td>\n",
              "      <td>8.335</td>\n",
              "      <td>69</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>6.56</td>\n",
              "      <td>7.575</td>\n",
              "      <td>64</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>6.56</td>\n",
              "      <td>8.335</td>\n",
              "      <td>64</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>6.56</td>\n",
              "      <td>9.090</td>\n",
              "      <td>64</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>5.74</td>\n",
              "      <td>7.575</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>7.38</td>\n",
              "      <td>10.605</td>\n",
              "      <td>64</td>\n",
              "      <td>7.0015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>8.20</td>\n",
              "      <td>10.605</td>\n",
              "      <td>69</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.02</td>\n",
              "      <td>11.365</td>\n",
              "      <td>60</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>9.84</td>\n",
              "      <td>11.365</td>\n",
              "      <td>56</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>44</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>13.635</td>\n",
              "      <td>45</td>\n",
              "      <td>15.0013</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>11.48</td>\n",
              "      <td>14.395</td>\n",
              "      <td>45</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>48</td>\n",
              "      <td>12.9980</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>14.395</td>\n",
              "      <td>48</td>\n",
              "      <td>6.0032</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>48</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>12.880</td>\n",
              "      <td>60</td>\n",
              "      <td>11.0014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>56</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10.66</td>\n",
              "      <td>13.635</td>\n",
              "      <td>65</td>\n",
              "      <td>8.9981</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 35 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      January  February  March  April  ...   temp   atemp  humidity  windspeed\n",
              "0           1         0      0      0  ...  10.66  11.365        56    26.0027\n",
              "1           1         0      0      0  ...  10.66  13.635        56     0.0000\n",
              "2           1         0      0      0  ...  10.66  13.635        56     0.0000\n",
              "3           1         0      0      0  ...  10.66  12.880        56    11.0014\n",
              "4           1         0      0      0  ...  10.66  12.880        56    11.0014\n",
              "5           1         0      0      0  ...   9.84  11.365        60    15.0013\n",
              "6           1         0      0      0  ...   9.02  10.605        60    15.0013\n",
              "7           1         0      0      0  ...   9.02  10.605        55    15.0013\n",
              "8           1         0      0      0  ...   9.02  10.605        55    19.0012\n",
              "9           1         0      0      0  ...   9.84  11.365        52    15.0013\n",
              "10          1         0      0      0  ...  10.66  11.365        48    19.9995\n",
              "11          1         0      0      0  ...  11.48  13.635        45    11.0014\n",
              "12          1         0      0      0  ...  12.30  16.665        42     0.0000\n",
              "13          1         0      0      0  ...  11.48  14.395        45     7.0015\n",
              "14          1         0      0      0  ...  12.30  15.150        45     8.9981\n",
              "15          1         0      0      0  ...  13.12  15.910        45    12.9980\n",
              "16          1         0      0      0  ...  12.30  15.150        49     8.9981\n",
              "17          1         0      0      0  ...  12.30  15.910        49     7.0015\n",
              "18          1         0      0      0  ...  10.66  12.880        56    12.9980\n",
              "19          1         0      0      0  ...  10.66  11.365        56    22.0028\n",
              "20          1         0      0      0  ...  10.66  12.120        60    19.0012\n",
              "21          1         0      0      0  ...   9.84  11.365        60    16.9979\n",
              "22          1         0      0      0  ...   9.84  10.605        65    19.0012\n",
              "23          1         0      0      0  ...   9.84  10.605        65    22.0028\n",
              "24          1         0      0      0  ...   9.84  11.365        70    16.9979\n",
              "25          1         0      0      0  ...   9.84  11.365        70    16.9979\n",
              "26          1         0      0      0  ...   9.84  12.120        75    11.0014\n",
              "27          1         0      0      0  ...   9.02  10.605        80    19.9995\n",
              "28          1         0      0      0  ...   9.02  12.880        87     6.0032\n",
              "29          1         0      0      0  ...   9.84   9.850        60    27.9993\n",
              "...       ...       ...    ...    ...  ...    ...     ...       ...        ...\n",
              "6463        0         0      0      0  ...   9.84  10.605        44    19.9995\n",
              "6464        0         0      0      0  ...  13.94  18.180        61     0.0000\n",
              "6465        0         0      0      0  ...   9.02   9.850        47    22.0028\n",
              "6466        0         0      0      0  ...   8.20  10.605        51    11.0014\n",
              "6467        0         0      0      0  ...   8.20   9.850        55    12.9980\n",
              "6468        0         0      0      0  ...   8.20   9.850        51    15.0013\n",
              "6469        0         0      0      0  ...   7.38   9.090        55    12.9980\n",
              "6470        0         0      0      0  ...   7.38   9.090        55    12.9980\n",
              "6471        0         0      0      0  ...   6.56   8.335        59    11.0014\n",
              "6472        0         0      0      0  ...   6.56   9.090        59     7.0015\n",
              "6473        0         0      0      0  ...   5.74   8.335        69     7.0015\n",
              "6474        0         0      0      0  ...   6.56   7.575        64    12.9980\n",
              "6475        0         0      0      0  ...   6.56   8.335        64    11.0014\n",
              "6476        0         0      0      0  ...   6.56   9.090        64     8.9981\n",
              "6477        0         0      0      0  ...   5.74   7.575        69     8.9981\n",
              "6478        0         0      0      0  ...   7.38  10.605        64     7.0015\n",
              "6479        0         0      0      0  ...   8.20  10.605        69     8.9981\n",
              "6480        0         0      0      0  ...   9.02  11.365        60    12.9980\n",
              "6481        0         0      0      0  ...   9.84  11.365        56    12.9980\n",
              "6482        0         0      0      0  ...  10.66  12.880        44    11.0014\n",
              "6483        0         0      0      0  ...  11.48  13.635        45    15.0013\n",
              "6484        0         0      0      0  ...  11.48  14.395        45     8.9981\n",
              "6485        0         0      0      0  ...  10.66  12.880        48    12.9980\n",
              "6486        0         0      0      0  ...  10.66  14.395        48     6.0032\n",
              "6487        0         0      0      0  ...  10.66  13.635        48     8.9981\n",
              "6488        0         0      0      0  ...  10.66  12.880        60    11.0014\n",
              "6489        0         0      0      0  ...  10.66  12.880        60    11.0014\n",
              "6490        0         0      0      0  ...  10.66  12.880        60    11.0014\n",
              "6491        0         0      0      0  ...  10.66  13.635        56     8.9981\n",
              "6492        0         0      0      0  ...  10.66  13.635        65     8.9981\n",
              "\n",
              "[6493 rows x 35 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 217
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bDvoQA6fa_zj",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from scipy.stats.stats import pearsonr\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from sklearn import preprocessing\n",
        "\n",
        "min_max_scaler=preprocessing.MinMaxScaler()\n",
        "\n",
        "X=df_test[['temp','atemp','humidity','windspeed']]\n",
        "\n",
        "\n",
        "\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aRz0eCwJbePr",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "X"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vDS1U5pIbNfa",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import numpy as np\n",
        "from sklearn import preprocessing\n",
        "\n",
        "min_max_scaler=preprocessing.MinMaxScaler(feature_range=(0,1))\n",
        "\n",
        "\n",
        "for i in X.columns:\n",
        "  tempx=np.array(df_test[i])\n",
        "  temp2x=np.reshape(tempx,(-1,1))\n",
        "  scaled=min_max_scaler.fit_transform(temp2x)\n",
        "  \n",
        "  df_test[i]=scaled\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WUDVI9CcbmCs",
        "colab_type": "code",
        "outputId": "cbd7c797-b5b4-4d47-ccd4-583268a8cab5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1902
        }
      },
      "source": [
        "df_test"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>January</th>\n",
              "      <th>February</th>\n",
              "      <th>March</th>\n",
              "      <th>April</th>\n",
              "      <th>May</th>\n",
              "      <th>June</th>\n",
              "      <th>July</th>\n",
              "      <th>August</th>\n",
              "      <th>September</th>\n",
              "      <th>October</th>\n",
              "      <th>November</th>\n",
              "      <th>December</th>\n",
              "      <th>Monday</th>\n",
              "      <th>Tuesday</th>\n",
              "      <th>Wednesday</th>\n",
              "      <th>Thursday</th>\n",
              "      <th>Friday</th>\n",
              "      <th>Saturday</th>\n",
              "      <th>Sunday</th>\n",
              "      <th>hour</th>\n",
              "      <th>spring</th>\n",
              "      <th>summer</th>\n",
              "      <th>fall</th>\n",
              "      <th>winter</th>\n",
              "      <th>Holiday</th>\n",
              "      <th>Non_Holiday</th>\n",
              "      <th>Non_Working_day</th>\n",
              "      <th>Working_day</th>\n",
              "      <th>Clear_clouds</th>\n",
              "      <th>Mist_Cloudy</th>\n",
              "      <th>Light_Snowrain</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>humidity</th>\n",
              "      <th>windspeed</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
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              "      <td>0</td>\n",
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              "      <td>1</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
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              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.464346</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.464286</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.464286</td>\n",
              "      <td>0.339316</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.428571</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.357143</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.270833</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.291667</td>\n",
              "      <td>0.3333</td>\n",
              "      <td>0.309524</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.270833</td>\n",
              "      <td>0.2879</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.125030</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.291667</td>\n",
              "      <td>0.3030</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.312500</td>\n",
              "      <td>0.3182</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.291667</td>\n",
              "      <td>0.3030</td>\n",
              "      <td>0.392857</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.291667</td>\n",
              "      <td>0.3182</td>\n",
              "      <td>0.392857</td>\n",
              "      <td>0.125030</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.392917</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2424</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.339316</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.303542</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.583333</td>\n",
              "      <td>0.339316</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.583333</td>\n",
              "      <td>0.392917</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.642857</td>\n",
              "      <td>0.303542</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.642857</td>\n",
              "      <td>0.303542</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2424</td>\n",
              "      <td>0.702381</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.761905</td>\n",
              "      <td>0.357143</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.845238</td>\n",
              "      <td>0.107203</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.500000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.357143</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.3636</td>\n",
              "      <td>0.535714</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.369048</td>\n",
              "      <td>0.392917</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.187500</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.416667</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.187500</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.464286</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.187500</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.416667</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>00</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.166667</td>\n",
              "      <td>0.1818</td>\n",
              "      <td>0.464286</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.166667</td>\n",
              "      <td>0.1818</td>\n",
              "      <td>0.464286</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.145833</td>\n",
              "      <td>0.1667</td>\n",
              "      <td>0.511905</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.145833</td>\n",
              "      <td>0.1818</td>\n",
              "      <td>0.511905</td>\n",
              "      <td>0.125030</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.125000</td>\n",
              "      <td>0.1667</td>\n",
              "      <td>0.630952</td>\n",
              "      <td>0.125030</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.145833</td>\n",
              "      <td>0.1515</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>06</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.145833</td>\n",
              "      <td>0.1667</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>07</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.145833</td>\n",
              "      <td>0.1818</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>08</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.125000</td>\n",
              "      <td>0.1515</td>\n",
              "      <td>0.630952</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>09</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.166667</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.571429</td>\n",
              "      <td>0.125030</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>10</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.187500</td>\n",
              "      <td>0.2121</td>\n",
              "      <td>0.630952</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.208333</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.229167</td>\n",
              "      <td>0.2273</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>13</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.333333</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>14</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.270833</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.267887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>15</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.270833</td>\n",
              "      <td>0.2879</td>\n",
              "      <td>0.345238</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>16</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.232113</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>17</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2879</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.107203</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>18</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.380952</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>19</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>21</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2576</td>\n",
              "      <td>0.523810</td>\n",
              "      <td>0.196458</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.476190</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>23</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0.250000</td>\n",
              "      <td>0.2727</td>\n",
              "      <td>0.583333</td>\n",
              "      <td>0.160684</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 35 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      January  February  March  April  ...      temp   atemp  humidity  windspeed\n",
              "0           1         0      0      0  ...  0.250000  0.2273  0.476190   0.464346\n",
              "1           1         0      0      0  ...  0.250000  0.2727  0.476190   0.000000\n",
              "2           1         0      0      0  ...  0.250000  0.2727  0.476190   0.000000\n",
              "3           1         0      0      0  ...  0.250000  0.2576  0.476190   0.196458\n",
              "4           1         0      0      0  ...  0.250000  0.2576  0.476190   0.196458\n",
              "5           1         0      0      0  ...  0.229167  0.2273  0.523810   0.267887\n",
              "6           1         0      0      0  ...  0.208333  0.2121  0.523810   0.267887\n",
              "7           1         0      0      0  ...  0.208333  0.2121  0.464286   0.267887\n",
              "8           1         0      0      0  ...  0.208333  0.2121  0.464286   0.339316\n",
              "9           1         0      0      0  ...  0.229167  0.2273  0.428571   0.267887\n",
              "10          1         0      0      0  ...  0.250000  0.2273  0.380952   0.357143\n",
              "11          1         0      0      0  ...  0.270833  0.2727  0.345238   0.196458\n",
              "12          1         0      0      0  ...  0.291667  0.3333  0.309524   0.000000\n",
              "13          1         0      0      0  ...  0.270833  0.2879  0.345238   0.125030\n",
              "14          1         0      0      0  ...  0.291667  0.3030  0.345238   0.160684\n",
              "15          1         0      0      0  ...  0.312500  0.3182  0.345238   0.232113\n",
              "16          1         0      0      0  ...  0.291667  0.3030  0.392857   0.160684\n",
              "17          1         0      0      0  ...  0.291667  0.3182  0.392857   0.125030\n",
              "18          1         0      0      0  ...  0.250000  0.2576  0.476190   0.232113\n",
              "19          1         0      0      0  ...  0.250000  0.2273  0.476190   0.392917\n",
              "20          1         0      0      0  ...  0.250000  0.2424  0.523810   0.339316\n",
              "21          1         0      0      0  ...  0.229167  0.2273  0.523810   0.303542\n",
              "22          1         0      0      0  ...  0.229167  0.2121  0.583333   0.339316\n",
              "23          1         0      0      0  ...  0.229167  0.2121  0.583333   0.392917\n",
              "24          1         0      0      0  ...  0.229167  0.2273  0.642857   0.303542\n",
              "25          1         0      0      0  ...  0.229167  0.2273  0.642857   0.303542\n",
              "26          1         0      0      0  ...  0.229167  0.2424  0.702381   0.196458\n",
              "27          1         0      0      0  ...  0.208333  0.2121  0.761905   0.357143\n",
              "28          1         0      0      0  ...  0.208333  0.2576  0.845238   0.107203\n",
              "29          1         0      0      0  ...  0.229167  0.1970  0.523810   0.500000\n",
              "...       ...       ...    ...    ...  ...       ...     ...       ...        ...\n",
              "6463        0         0      0      0  ...  0.229167  0.2121  0.333333   0.357143\n",
              "6464        0         0      0      0  ...  0.333333  0.3636  0.535714   0.000000\n",
              "6465        0         0      0      0  ...  0.208333  0.1970  0.369048   0.392917\n",
              "6466        0         0      0      0  ...  0.187500  0.2121  0.416667   0.196458\n",
              "6467        0         0      0      0  ...  0.187500  0.1970  0.464286   0.232113\n",
              "6468        0         0      0      0  ...  0.187500  0.1970  0.416667   0.267887\n",
              "6469        0         0      0      0  ...  0.166667  0.1818  0.464286   0.232113\n",
              "6470        0         0      0      0  ...  0.166667  0.1818  0.464286   0.232113\n",
              "6471        0         0      0      0  ...  0.145833  0.1667  0.511905   0.196458\n",
              "6472        0         0      0      0  ...  0.145833  0.1818  0.511905   0.125030\n",
              "6473        0         0      0      0  ...  0.125000  0.1667  0.630952   0.125030\n",
              "6474        0         0      0      0  ...  0.145833  0.1515  0.571429   0.232113\n",
              "6475        0         0      0      0  ...  0.145833  0.1667  0.571429   0.196458\n",
              "6476        0         0      0      0  ...  0.145833  0.1818  0.571429   0.160684\n",
              "6477        0         0      0      0  ...  0.125000  0.1515  0.630952   0.160684\n",
              "6478        0         0      0      0  ...  0.166667  0.2121  0.571429   0.125030\n",
              "6479        0         0      0      0  ...  0.187500  0.2121  0.630952   0.160684\n",
              "6480        0         0      0      0  ...  0.208333  0.2273  0.523810   0.232113\n",
              "6481        0         0      0      0  ...  0.229167  0.2273  0.476190   0.232113\n",
              "6482        0         0      0      0  ...  0.250000  0.2576  0.333333   0.196458\n",
              "6483        0         0      0      0  ...  0.270833  0.2727  0.345238   0.267887\n",
              "6484        0         0      0      0  ...  0.270833  0.2879  0.345238   0.160684\n",
              "6485        0         0      0      0  ...  0.250000  0.2576  0.380952   0.232113\n",
              "6486        0         0      0      0  ...  0.250000  0.2879  0.380952   0.107203\n",
              "6487        0         0      0      0  ...  0.250000  0.2727  0.380952   0.160684\n",
              "6488        0         0      0      0  ...  0.250000  0.2576  0.523810   0.196458\n",
              "6489        0         0      0      0  ...  0.250000  0.2576  0.523810   0.196458\n",
              "6490        0         0      0      0  ...  0.250000  0.2576  0.523810   0.196458\n",
              "6491        0         0      0      0  ...  0.250000  0.2727  0.476190   0.160684\n",
              "6492        0         0      0      0  ...  0.250000  0.2727  0.583333   0.160684\n",
              "\n",
              "[6493 rows x 35 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 221
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wDe0cbrgcpme",
        "colab_type": "code",
        "outputId": "d7023a28-b8ac-4d3e-e156-481e2eea1c4c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 158
        }
      },
      "source": [
        "print(df_test.shape)\n",
        "print(df_test.columns)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "(6493, 35)\n",
            "Index(['January', 'February', 'March', 'April', 'May', 'June', 'July',\n",
            "       'August', 'September', 'October', 'November', 'December', 'Monday',\n",
            "       'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday',\n",
            "       'hour', 'spring', 'summer', 'fall', 'winter', 'Holiday', 'Non_Holiday',\n",
            "       'Non_Working_day', 'Working_day', 'Clear_clouds', 'Mist_Cloudy',\n",
            "       'Light_Snowrain', 'temp', 'atemp', 'humidity', 'windspeed'],\n",
            "      dtype='object')\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_EWit2uudA9F",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "\n",
        "prediction=rfModel.predict(df_test)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tBf1Z7GceNNR",
        "colab_type": "code",
        "outputId": "7875e0db-6925-482e-cf76-ded0fd7b729c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "type(prediction)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "numpy.ndarray"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 236
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TcGcBLUhdu_S",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import math\n",
        "\n",
        "final_prediction=np.ceil(prediction)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IUfXVyc9efYd",
        "colab_type": "code",
        "outputId": "63b8d86c-736a-4305-f681-aafa273b14c5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "final_prediction"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([18.,  5.,  4., ..., 74., 52., 62.])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 239
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Nh_FQK-Ievng",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import csv\n",
        "with open('bikepredict.csv', 'wb') as csvfile:\n",
        "    filewriter = csv.writer(csvfile, delimiter=',',quotechar='|', quoting=csv.QUOTE_MINIMAL)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BhmWyivpfNG1",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "final_prediction=pd.DataFrame(prediction)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oXN5ploze835",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "final_csv=pd.concat([final_prediction,column1],axis='columns')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CwC1dRMtfmRb",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "final_csv.columns=['count','datetime']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4ZDiAGrpfur6",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "final_csv['count']=final_csv['count'].astype(int)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6hMlMAjBgHjI",
        "colab_type": "code",
        "outputId": "1ab1d027-f902-4d2f-b8fc-ee5884080e40",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "final_csv.shape"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(6493, 2)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 273
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bt5JxXtoejah",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "pd.DataFrame(final_csv).to_csv('bikepredict.csv')\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Q1DSwfrifc-H",
        "colab_type": "code",
        "outputId": "832667da-173d-478a-de7f-aec4d17e36bd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1882
        }
      },
      "source": [
        "g=pd.read_csv('/content/bikepredict.csv')\n",
        "g"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Unnamed: 0</th>\n",
              "      <th>count</th>\n",
              "      <th>datetime</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>17.3</td>\n",
              "      <td>2011-01-20 00:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1</td>\n",
              "      <td>4.2</td>\n",
              "      <td>2011-01-20 01:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2</td>\n",
              "      <td>4.0</td>\n",
              "      <td>2011-01-20 02:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>3.4</td>\n",
              "      <td>2011-01-20 03:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>3.4</td>\n",
              "      <td>2011-01-20 04:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>5</td>\n",
              "      <td>13.8</td>\n",
              "      <td>2011-01-20 05:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>6</td>\n",
              "      <td>60.7</td>\n",
              "      <td>2011-01-20 06:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>7</td>\n",
              "      <td>127.2</td>\n",
              "      <td>2011-01-20 07:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>8</td>\n",
              "      <td>272.8</td>\n",
              "      <td>2011-01-20 08:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>9</td>\n",
              "      <td>131.4</td>\n",
              "      <td>2011-01-20 09:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>10</td>\n",
              "      <td>99.2</td>\n",
              "      <td>2011-01-20 10:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>11</td>\n",
              "      <td>76.3</td>\n",
              "      <td>2011-01-20 11:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>12</td>\n",
              "      <td>93.7</td>\n",
              "      <td>2011-01-20 12:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>13</td>\n",
              "      <td>83.7</td>\n",
              "      <td>2011-01-20 13:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>14</td>\n",
              "      <td>86.6</td>\n",
              "      <td>2011-01-20 14:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>15</td>\n",
              "      <td>101.5</td>\n",
              "      <td>2011-01-20 15:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>16</td>\n",
              "      <td>107.3</td>\n",
              "      <td>2011-01-20 16:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>17</td>\n",
              "      <td>240.7</td>\n",
              "      <td>2011-01-20 17:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>18</td>\n",
              "      <td>195.1</td>\n",
              "      <td>2011-01-20 18:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>19</td>\n",
              "      <td>206.7</td>\n",
              "      <td>2011-01-20 19:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>20</td>\n",
              "      <td>127.6</td>\n",
              "      <td>2011-01-20 20:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>21</td>\n",
              "      <td>75.7</td>\n",
              "      <td>2011-01-20 21:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>22</td>\n",
              "      <td>59.9</td>\n",
              "      <td>2011-01-20 22:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>23</td>\n",
              "      <td>34.7</td>\n",
              "      <td>2011-01-20 23:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>24</td>\n",
              "      <td>15.3</td>\n",
              "      <td>2011-01-21 00:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>25</td>\n",
              "      <td>8.0</td>\n",
              "      <td>2011-01-21 01:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>26</td>\n",
              "      <td>4.4</td>\n",
              "      <td>2011-01-21 02:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>27</td>\n",
              "      <td>2.7</td>\n",
              "      <td>2011-01-21 03:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>28</td>\n",
              "      <td>3.5</td>\n",
              "      <td>2011-01-21 04:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>29</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2011-01-21 05:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6463</th>\n",
              "      <td>6463</td>\n",
              "      <td>132.7</td>\n",
              "      <td>2012-12-30 18:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6464</th>\n",
              "      <td>6464</td>\n",
              "      <td>218.3</td>\n",
              "      <td>2012-12-30 19:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6465</th>\n",
              "      <td>6465</td>\n",
              "      <td>82.5</td>\n",
              "      <td>2012-12-30 20:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6466</th>\n",
              "      <td>6466</td>\n",
              "      <td>54.2</td>\n",
              "      <td>2012-12-30 21:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6467</th>\n",
              "      <td>6467</td>\n",
              "      <td>38.0</td>\n",
              "      <td>2012-12-30 22:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6468</th>\n",
              "      <td>6468</td>\n",
              "      <td>18.4</td>\n",
              "      <td>2012-12-30 23:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6469</th>\n",
              "      <td>6469</td>\n",
              "      <td>12.4</td>\n",
              "      <td>2012-12-31 00:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6470</th>\n",
              "      <td>6470</td>\n",
              "      <td>5.4</td>\n",
              "      <td>2012-12-31 01:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6471</th>\n",
              "      <td>6471</td>\n",
              "      <td>3.8</td>\n",
              "      <td>2012-12-31 02:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6472</th>\n",
              "      <td>6472</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2012-12-31 03:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6473</th>\n",
              "      <td>6473</td>\n",
              "      <td>1.2</td>\n",
              "      <td>2012-12-31 04:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6474</th>\n",
              "      <td>6474</td>\n",
              "      <td>10.0</td>\n",
              "      <td>2012-12-31 05:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6475</th>\n",
              "      <td>6475</td>\n",
              "      <td>73.6</td>\n",
              "      <td>2012-12-31 06:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6476</th>\n",
              "      <td>6476</td>\n",
              "      <td>168.3</td>\n",
              "      <td>2012-12-31 07:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6477</th>\n",
              "      <td>6477</td>\n",
              "      <td>280.9</td>\n",
              "      <td>2012-12-31 08:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6478</th>\n",
              "      <td>6478</td>\n",
              "      <td>243.5</td>\n",
              "      <td>2012-12-31 09:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6479</th>\n",
              "      <td>6479</td>\n",
              "      <td>56.0</td>\n",
              "      <td>2012-12-31 10:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6480</th>\n",
              "      <td>6480</td>\n",
              "      <td>64.7</td>\n",
              "      <td>2012-12-31 11:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6481</th>\n",
              "      <td>6481</td>\n",
              "      <td>80.1</td>\n",
              "      <td>2012-12-31 12:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6482</th>\n",
              "      <td>6482</td>\n",
              "      <td>95.1</td>\n",
              "      <td>2012-12-31 13:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6483</th>\n",
              "      <td>6483</td>\n",
              "      <td>94.4</td>\n",
              "      <td>2012-12-31 14:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6484</th>\n",
              "      <td>6484</td>\n",
              "      <td>92.1</td>\n",
              "      <td>2012-12-31 15:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6485</th>\n",
              "      <td>6485</td>\n",
              "      <td>149.2</td>\n",
              "      <td>2012-12-31 16:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6486</th>\n",
              "      <td>6486</td>\n",
              "      <td>216.1</td>\n",
              "      <td>2012-12-31 17:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6487</th>\n",
              "      <td>6487</td>\n",
              "      <td>188.2</td>\n",
              "      <td>2012-12-31 18:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6488</th>\n",
              "      <td>6488</td>\n",
              "      <td>150.9</td>\n",
              "      <td>2012-12-31 19:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6489</th>\n",
              "      <td>6489</td>\n",
              "      <td>91.3</td>\n",
              "      <td>2012-12-31 20:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6490</th>\n",
              "      <td>6490</td>\n",
              "      <td>73.8</td>\n",
              "      <td>2012-12-31 21:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6491</th>\n",
              "      <td>6491</td>\n",
              "      <td>51.9</td>\n",
              "      <td>2012-12-31 22:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6492</th>\n",
              "      <td>6492</td>\n",
              "      <td>61.4</td>\n",
              "      <td>2012-12-31 23:00:00</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>6493 rows × 3 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      Unnamed: 0  count             datetime\n",
              "0              0   17.3  2011-01-20 00:00:00\n",
              "1              1    4.2  2011-01-20 01:00:00\n",
              "2              2    4.0  2011-01-20 02:00:00\n",
              "3              3    3.4  2011-01-20 03:00:00\n",
              "4              4    3.4  2011-01-20 04:00:00\n",
              "5              5   13.8  2011-01-20 05:00:00\n",
              "6              6   60.7  2011-01-20 06:00:00\n",
              "7              7  127.2  2011-01-20 07:00:00\n",
              "8              8  272.8  2011-01-20 08:00:00\n",
              "9              9  131.4  2011-01-20 09:00:00\n",
              "10            10   99.2  2011-01-20 10:00:00\n",
              "11            11   76.3  2011-01-20 11:00:00\n",
              "12            12   93.7  2011-01-20 12:00:00\n",
              "13            13   83.7  2011-01-20 13:00:00\n",
              "14            14   86.6  2011-01-20 14:00:00\n",
              "15            15  101.5  2011-01-20 15:00:00\n",
              "16            16  107.3  2011-01-20 16:00:00\n",
              "17            17  240.7  2011-01-20 17:00:00\n",
              "18            18  195.1  2011-01-20 18:00:00\n",
              "19            19  206.7  2011-01-20 19:00:00\n",
              "20            20  127.6  2011-01-20 20:00:00\n",
              "21            21   75.7  2011-01-20 21:00:00\n",
              "22            22   59.9  2011-01-20 22:00:00\n",
              "23            23   34.7  2011-01-20 23:00:00\n",
              "24            24   15.3  2011-01-21 00:00:00\n",
              "25            25    8.0  2011-01-21 01:00:00\n",
              "26            26    4.4  2011-01-21 02:00:00\n",
              "27            27    2.7  2011-01-21 03:00:00\n",
              "28            28    3.5  2011-01-21 04:00:00\n",
              "29            29    7.0  2011-01-21 05:00:00\n",
              "...          ...    ...                  ...\n",
              "6463        6463  132.7  2012-12-30 18:00:00\n",
              "6464        6464  218.3  2012-12-30 19:00:00\n",
              "6465        6465   82.5  2012-12-30 20:00:00\n",
              "6466        6466   54.2  2012-12-30 21:00:00\n",
              "6467        6467   38.0  2012-12-30 22:00:00\n",
              "6468        6468   18.4  2012-12-30 23:00:00\n",
              "6469        6469   12.4  2012-12-31 00:00:00\n",
              "6470        6470    5.4  2012-12-31 01:00:00\n",
              "6471        6471    3.8  2012-12-31 02:00:00\n",
              "6472        6472    1.0  2012-12-31 03:00:00\n",
              "6473        6473    1.2  2012-12-31 04:00:00\n",
              "6474        6474   10.0  2012-12-31 05:00:00\n",
              "6475        6475   73.6  2012-12-31 06:00:00\n",
              "6476        6476  168.3  2012-12-31 07:00:00\n",
              "6477        6477  280.9  2012-12-31 08:00:00\n",
              "6478        6478  243.5  2012-12-31 09:00:00\n",
              "6479        6479   56.0  2012-12-31 10:00:00\n",
              "6480        6480   64.7  2012-12-31 11:00:00\n",
              "6481        6481   80.1  2012-12-31 12:00:00\n",
              "6482        6482   95.1  2012-12-31 13:00:00\n",
              "6483        6483   94.4  2012-12-31 14:00:00\n",
              "6484        6484   92.1  2012-12-31 15:00:00\n",
              "6485        6485  149.2  2012-12-31 16:00:00\n",
              "6486        6486  216.1  2012-12-31 17:00:00\n",
              "6487        6487  188.2  2012-12-31 18:00:00\n",
              "6488        6488  150.9  2012-12-31 19:00:00\n",
              "6489        6489   91.3  2012-12-31 20:00:00\n",
              "6490        6490   73.8  2012-12-31 21:00:00\n",
              "6491        6491   51.9  2012-12-31 22:00:00\n",
              "6492        6492   61.4  2012-12-31 23:00:00\n",
              "\n",
              "[6493 rows x 3 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 275
        }
      ]
    }
  ]
}