Visualization Bar Graphs.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#imports\n",
    "%matplotlib inline\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import patsy\n",
    "import statsmodels.api as sm\n",
    "from scipy.stats import ttest_ind\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#Load the csv file for green taxis into a pandas dataframe\n",
    "greenAug = pd.read_csv('Cleaned_Green_Traffic.csv')\n",
    "df_greenAug = pd.DataFrame(greenAug)\n",
    "\n",
    "##Load the csv file for traffic traffic into a pandas dataframe\n",
    "traffic = pd.read_csv('Cleaned_Traffic_Count.csv')\n",
    "df_traffic = pd.DataFrame(traffic)\n",
    "\n",
    "#Load the csv file for green taxis into a pandas dataframe\n",
    "trafficPercent = pd.read_csv('Change_in_Traffic_Count.csv')\n",
    "df_traffic_percent = pd.DataFrame(trafficPercent)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>Pickup Date</th>\n",
       "      <th>Pickup Time</th>\n",
       "      <th>Dropoff Date</th>\n",
       "      <th>Dropoff Time</th>\n",
       "      <th>Pickup_longitude</th>\n",
       "      <th>Pickup_latitude</th>\n",
       "      <th>Dropoff_longitude</th>\n",
       "      <th>Dropoff_latitude</th>\n",
       "      <th>Trip_distance</th>\n",
       "      <th>Weekday</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:31:47</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:34:01</td>\n",
       "      <td>-115.179100</td>\n",
       "      <td>36.137096</td>\n",
       "      <td>-115.179337</td>\n",
       "      <td>36.136684</td>\n",
       "      <td>1.00</td>\n",
       "      <td>Monday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:31:47</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:32:16</td>\n",
       "      <td>-115.179100</td>\n",
       "      <td>36.137096</td>\n",
       "      <td>-115.179337</td>\n",
       "      <td>36.136684</td>\n",
       "      <td>1.20</td>\n",
       "      <td>Monday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>5</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:53:27</td>\n",
       "      <td>2013-08-05</td>\n",
       "      <td>11:53:43</td>\n",
       "      <td>-115.179337</td>\n",
       "      <td>36.136753</td>\n",
       "      <td>-115.179276</td>\n",
       "      <td>36.136826</td>\n",
       "      <td>1.00</td>\n",
       "      <td>Monday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>10:33:07</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>10:33:46</td>\n",
       "      <td>-76.979668</td>\n",
       "      <td>38.927082</td>\n",
       "      <td>-76.979713</td>\n",
       "      <td>38.927326</td>\n",
       "      <td>3.25</td>\n",
       "      <td>Tuesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:26:34</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:26:57</td>\n",
       "      <td>-73.937691</td>\n",
       "      <td>40.758419</td>\n",
       "      <td>-73.937790</td>\n",
       "      <td>40.758358</td>\n",
       "      <td>3.30</td>\n",
       "      <td>Tuesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>9</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:27:53</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:28:08</td>\n",
       "      <td>-73.937805</td>\n",
       "      <td>40.758396</td>\n",
       "      <td>-73.937775</td>\n",
       "      <td>40.758450</td>\n",
       "      <td>3.30</td>\n",
       "      <td>Tuesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:29:17</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:29:52</td>\n",
       "      <td>-73.937744</td>\n",
       "      <td>40.758415</td>\n",
       "      <td>-73.937759</td>\n",
       "      <td>40.758389</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Tuesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>11</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:30:55</td>\n",
       "      <td>2013-08-06</td>\n",
       "      <td>13:31:12</td>\n",
       "      <td>-73.937775</td>\n",
       "      <td>40.758366</td>\n",
       "      <td>-73.937790</td>\n",
       "      <td>40.758350</td>\n",
       "      <td>3.30</td>\n",
       "      <td>Tuesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>12</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:22:30</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:23:24</td>\n",
       "      <td>-76.979950</td>\n",
       "      <td>38.927292</td>\n",
       "      <td>-76.979591</td>\n",
       "      <td>38.927288</td>\n",
       "      <td>3.52</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>13</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:24:53</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:28:16</td>\n",
       "      <td>-76.979668</td>\n",
       "      <td>38.927311</td>\n",
       "      <td>-76.979889</td>\n",
       "      <td>38.927174</td>\n",
       "      <td>3.25</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>14</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:24:53</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:27:24</td>\n",
       "      <td>-76.979668</td>\n",
       "      <td>38.927311</td>\n",
       "      <td>-76.979813</td>\n",
       "      <td>38.927128</td>\n",
       "      <td>3.52</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>15</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:33:23</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>10:34:10</td>\n",
       "      <td>-76.979790</td>\n",
       "      <td>38.927311</td>\n",
       "      <td>-76.979561</td>\n",
       "      <td>38.927151</td>\n",
       "      <td>3.52</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>17</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:13:35</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:13:49</td>\n",
       "      <td>-115.179192</td>\n",
       "      <td>36.136860</td>\n",
       "      <td>-115.179283</td>\n",
       "      <td>36.137066</td>\n",
       "      <td>1.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>19</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:42:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:43:25</td>\n",
       "      <td>-73.937477</td>\n",
       "      <td>40.758175</td>\n",
       "      <td>-73.937424</td>\n",
       "      <td>40.758152</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>20</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:46:09</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:48:56</td>\n",
       "      <td>-73.937447</td>\n",
       "      <td>40.758244</td>\n",
       "      <td>-73.937508</td>\n",
       "      <td>40.758251</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>21</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:49:16</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>15:49:32</td>\n",
       "      <td>-73.937508</td>\n",
       "      <td>40.758240</td>\n",
       "      <td>-73.937447</td>\n",
       "      <td>40.758183</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>22</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:06:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:08:52</td>\n",
       "      <td>-73.937424</td>\n",
       "      <td>40.758240</td>\n",
       "      <td>-73.937469</td>\n",
       "      <td>40.758202</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>23</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:15:27</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:18:27</td>\n",
       "      <td>-73.937424</td>\n",
       "      <td>40.758167</td>\n",
       "      <td>-73.937431</td>\n",
       "      <td>40.758213</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>25</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:27:31</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:27:55</td>\n",
       "      <td>-73.937447</td>\n",
       "      <td>40.758183</td>\n",
       "      <td>-73.937492</td>\n",
       "      <td>40.758194</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>26</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:27:31</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:35:34</td>\n",
       "      <td>-73.937447</td>\n",
       "      <td>40.758183</td>\n",
       "      <td>-73.937325</td>\n",
       "      <td>40.758198</td>\n",
       "      <td>3.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>27</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:38:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:40:06</td>\n",
       "      <td>-73.937363</td>\n",
       "      <td>40.758148</td>\n",
       "      <td>-73.937416</td>\n",
       "      <td>40.758087</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:38:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:46:51</td>\n",
       "      <td>-73.937363</td>\n",
       "      <td>40.758148</td>\n",
       "      <td>-73.937241</td>\n",
       "      <td>40.758106</td>\n",
       "      <td>5.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:43:27</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:44:24</td>\n",
       "      <td>-73.937660</td>\n",
       "      <td>40.758347</td>\n",
       "      <td>-73.937729</td>\n",
       "      <td>40.758305</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>30</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:47:03</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:48:44</td>\n",
       "      <td>-73.937653</td>\n",
       "      <td>40.758286</td>\n",
       "      <td>-73.937668</td>\n",
       "      <td>40.758293</td>\n",
       "      <td>3.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>31</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:48:41</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:48:58</td>\n",
       "      <td>-73.937248</td>\n",
       "      <td>40.758018</td>\n",
       "      <td>-73.937309</td>\n",
       "      <td>40.758083</td>\n",
       "      <td>7.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>32</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:48:41</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:52:42</td>\n",
       "      <td>-73.937248</td>\n",
       "      <td>40.758018</td>\n",
       "      <td>-73.937386</td>\n",
       "      <td>40.758118</td>\n",
       "      <td>21.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>33</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:54:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:54:46</td>\n",
       "      <td>-73.937401</td>\n",
       "      <td>40.758121</td>\n",
       "      <td>-73.937439</td>\n",
       "      <td>40.758144</td>\n",
       "      <td>30.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>34</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:54:29</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:56:15</td>\n",
       "      <td>-73.937401</td>\n",
       "      <td>40.758121</td>\n",
       "      <td>-73.937416</td>\n",
       "      <td>40.758118</td>\n",
       "      <td>52.00</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>35</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:56:50</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:57:09</td>\n",
       "      <td>-73.937408</td>\n",
       "      <td>40.758068</td>\n",
       "      <td>-73.937393</td>\n",
       "      <td>40.758137</td>\n",
       "      <td>2.50</td>\n",
       "      <td>Wednesday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>36</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>16:58:39</td>\n",
       "      <td>2013-08-07</td>\n",
       "      <td>17:01:59</td>\n",
       "      <td>-73.937508</td>\n",
       "      <td>40.758114</td>\n",
       "      <td>-73.937569</td>\n",
       "      <td>40.758083</td>\n",
       "      <td>0.00</td>\n",
       "      <td>Wednesday</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6849</th>\n",
       "      <td>7065</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:23:38</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:36:16</td>\n",
       "      <td>-73.913605</td>\n",
       "      <td>40.765427</td>\n",
       "      <td>-73.918091</td>\n",
       "      <td>40.741680</td>\n",
       "      <td>11.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6850</th>\n",
       "      <td>7066</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:23:45</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:34:26</td>\n",
       "      <td>-73.950272</td>\n",
       "      <td>40.680496</td>\n",
       "      <td>-73.934990</td>\n",
       "      <td>40.702396</td>\n",
       "      <td>10.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6851</th>\n",
       "      <td>7067</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:23:49</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:31:26</td>\n",
       "      <td>-73.844254</td>\n",
       "      <td>40.721390</td>\n",
       "      <td>-73.818474</td>\n",
       "      <td>40.734043</td>\n",
       "      <td>9.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6852</th>\n",
       "      <td>7068</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:24:42</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:50:50</td>\n",
       "      <td>-73.846169</td>\n",
       "      <td>40.754543</td>\n",
       "      <td>-73.965820</td>\n",
       "      <td>40.677544</td>\n",
       "      <td>39.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6853</th>\n",
       "      <td>7069</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:25:05</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:35:31</td>\n",
       "      <td>-73.861031</td>\n",
       "      <td>40.893051</td>\n",
       "      <td>-73.901611</td>\n",
       "      <td>40.876530</td>\n",
       "      <td>14.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6854</th>\n",
       "      <td>7070</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:27:26</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:54:49</td>\n",
       "      <td>-73.844818</td>\n",
       "      <td>40.754986</td>\n",
       "      <td>-73.969231</td>\n",
       "      <td>40.761219</td>\n",
       "      <td>26.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6855</th>\n",
       "      <td>7071</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:27:46</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:41:39</td>\n",
       "      <td>-73.954086</td>\n",
       "      <td>40.742813</td>\n",
       "      <td>-74.000793</td>\n",
       "      <td>40.736462</td>\n",
       "      <td>13.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6856</th>\n",
       "      <td>7072</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:28:21</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:00:58</td>\n",
       "      <td>-73.846001</td>\n",
       "      <td>40.754578</td>\n",
       "      <td>-73.974899</td>\n",
       "      <td>40.759235</td>\n",
       "      <td>38.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6857</th>\n",
       "      <td>7073</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:30:53</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:54:56</td>\n",
       "      <td>-73.849991</td>\n",
       "      <td>40.753479</td>\n",
       "      <td>-73.977623</td>\n",
       "      <td>40.779022</td>\n",
       "      <td>34.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6858</th>\n",
       "      <td>7074</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:33:19</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:38:51</td>\n",
       "      <td>-73.829971</td>\n",
       "      <td>40.713734</td>\n",
       "      <td>-73.824730</td>\n",
       "      <td>40.705601</td>\n",
       "      <td>5.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6859</th>\n",
       "      <td>7075</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:34:00</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:43:00</td>\n",
       "      <td>-73.845917</td>\n",
       "      <td>40.754639</td>\n",
       "      <td>-73.860458</td>\n",
       "      <td>40.739819</td>\n",
       "      <td>8.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6860</th>\n",
       "      <td>7076</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:34:55</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:51:43</td>\n",
       "      <td>-73.967758</td>\n",
       "      <td>40.693268</td>\n",
       "      <td>-73.989105</td>\n",
       "      <td>40.720303</td>\n",
       "      <td>14.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6861</th>\n",
       "      <td>7077</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:34:58</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:50:56</td>\n",
       "      <td>-73.991852</td>\n",
       "      <td>40.702530</td>\n",
       "      <td>-74.007256</td>\n",
       "      <td>40.733669</td>\n",
       "      <td>14.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6862</th>\n",
       "      <td>7078</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:35:21</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:48:13</td>\n",
       "      <td>-73.833656</td>\n",
       "      <td>40.771580</td>\n",
       "      <td>-73.843651</td>\n",
       "      <td>40.689556</td>\n",
       "      <td>22.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6863</th>\n",
       "      <td>7079</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:40:04</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:41:42</td>\n",
       "      <td>-73.926193</td>\n",
       "      <td>40.761082</td>\n",
       "      <td>-73.928421</td>\n",
       "      <td>40.756069</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6864</th>\n",
       "      <td>7080</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:41:33</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:00:18</td>\n",
       "      <td>-73.921158</td>\n",
       "      <td>40.743267</td>\n",
       "      <td>-73.902840</td>\n",
       "      <td>40.701447</td>\n",
       "      <td>17.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6865</th>\n",
       "      <td>7081</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:44:17</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:52:01</td>\n",
       "      <td>-73.946342</td>\n",
       "      <td>40.711445</td>\n",
       "      <td>-73.951027</td>\n",
       "      <td>40.724358</td>\n",
       "      <td>7.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6866</th>\n",
       "      <td>7082</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:45:43</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:50:19</td>\n",
       "      <td>-73.979172</td>\n",
       "      <td>40.678406</td>\n",
       "      <td>-73.988785</td>\n",
       "      <td>40.670506</td>\n",
       "      <td>5.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6867</th>\n",
       "      <td>7083</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:46:58</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:51:07</td>\n",
       "      <td>-73.943985</td>\n",
       "      <td>40.784100</td>\n",
       "      <td>-73.952507</td>\n",
       "      <td>40.773121</td>\n",
       "      <td>6.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6868</th>\n",
       "      <td>7084</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:48:10</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:09:26</td>\n",
       "      <td>-73.924644</td>\n",
       "      <td>40.756287</td>\n",
       "      <td>-73.984779</td>\n",
       "      <td>40.710838</td>\n",
       "      <td>25.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6869</th>\n",
       "      <td>7085</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:48:29</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:59:44</td>\n",
       "      <td>-73.920647</td>\n",
       "      <td>40.767956</td>\n",
       "      <td>-73.885201</td>\n",
       "      <td>40.755516</td>\n",
       "      <td>11.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6870</th>\n",
       "      <td>7086</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:50:37</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:01:12</td>\n",
       "      <td>-73.941200</td>\n",
       "      <td>40.805779</td>\n",
       "      <td>-73.967400</td>\n",
       "      <td>40.801105</td>\n",
       "      <td>9.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6871</th>\n",
       "      <td>7087</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:51:16</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:58:45</td>\n",
       "      <td>-73.844307</td>\n",
       "      <td>40.721352</td>\n",
       "      <td>-73.827965</td>\n",
       "      <td>40.710865</td>\n",
       "      <td>8.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6872</th>\n",
       "      <td>7088</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:52:57</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:58:45</td>\n",
       "      <td>-73.917976</td>\n",
       "      <td>40.765259</td>\n",
       "      <td>-73.922600</td>\n",
       "      <td>40.755390</td>\n",
       "      <td>6.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6873</th>\n",
       "      <td>7089</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:54:00</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>00:06:00</td>\n",
       "      <td>-73.845985</td>\n",
       "      <td>40.754650</td>\n",
       "      <td>-73.884468</td>\n",
       "      <td>40.737869</td>\n",
       "      <td>15.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6874</th>\n",
       "      <td>7090</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:54:50</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:57:30</td>\n",
       "      <td>-73.943115</td>\n",
       "      <td>40.785336</td>\n",
       "      <td>-73.932846</td>\n",
       "      <td>40.796619</td>\n",
       "      <td>5.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6875</th>\n",
       "      <td>7091</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:57:33</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:10:03</td>\n",
       "      <td>-73.824432</td>\n",
       "      <td>40.734287</td>\n",
       "      <td>-73.850494</td>\n",
       "      <td>40.722317</td>\n",
       "      <td>11.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6876</th>\n",
       "      <td>7092</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:58:18</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:25:07</td>\n",
       "      <td>-73.964668</td>\n",
       "      <td>40.681309</td>\n",
       "      <td>-74.000633</td>\n",
       "      <td>40.732147</td>\n",
       "      <td>25.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6877</th>\n",
       "      <td>7093</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:58:58</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:06:31</td>\n",
       "      <td>-73.932343</td>\n",
       "      <td>40.796421</td>\n",
       "      <td>-73.955841</td>\n",
       "      <td>40.804691</td>\n",
       "      <td>7.50</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6878</th>\n",
       "      <td>7094</td>\n",
       "      <td>2013-08-31</td>\n",
       "      <td>23:59:14</td>\n",
       "      <td>2013-09-01</td>\n",
       "      <td>00:07:40</td>\n",
       "      <td>-73.980034</td>\n",
       "      <td>40.676315</td>\n",
       "      <td>-73.964218</td>\n",
       "      <td>40.652081</td>\n",
       "      <td>9.00</td>\n",
       "      <td>Saturday</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6879 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Unnamed: 0 Pickup Date Pickup Time Dropoff Date Dropoff Time  \\\n",
       "0              2  2013-08-05    11:31:47   2013-08-05     11:34:01   \n",
       "1              3  2013-08-05    11:31:47   2013-08-05     11:32:16   \n",
       "2              5  2013-08-05    11:53:27   2013-08-05     11:53:43   \n",
       "3              7  2013-08-06    10:33:07   2013-08-06     10:33:46   \n",
       "4              8  2013-08-06    13:26:34   2013-08-06     13:26:57   \n",
       "5              9  2013-08-06    13:27:53   2013-08-06     13:28:08   \n",
       "6             10  2013-08-06    13:29:17   2013-08-06     13:29:52   \n",
       "7             11  2013-08-06    13:30:55   2013-08-06     13:31:12   \n",
       "8             12  2013-08-07    10:22:30   2013-08-07     10:23:24   \n",
       "9             13  2013-08-07    10:24:53   2013-08-07     10:28:16   \n",
       "10            14  2013-08-07    10:24:53   2013-08-07     10:27:24   \n",
       "11            15  2013-08-07    10:33:23   2013-08-07     10:34:10   \n",
       "12            17  2013-08-07    15:13:35   2013-08-07     15:13:49   \n",
       "13            19  2013-08-07    15:42:29   2013-08-07     15:43:25   \n",
       "14            20  2013-08-07    15:46:09   2013-08-07     15:48:56   \n",
       "15            21  2013-08-07    15:49:16   2013-08-07     15:49:32   \n",
       "16            22  2013-08-07    16:06:29   2013-08-07     16:08:52   \n",
       "17            23  2013-08-07    16:15:27   2013-08-07     16:18:27   \n",
       "18            25  2013-08-07    16:27:31   2013-08-07     16:27:55   \n",
       "19            26  2013-08-07    16:27:31   2013-08-07     16:35:34   \n",
       "20            27  2013-08-07    16:38:29   2013-08-07     16:40:06   \n",
       "21            28  2013-08-07    16:38:29   2013-08-07     16:46:51   \n",
       "22            29  2013-08-07    16:43:27   2013-08-07     16:44:24   \n",
       "23            30  2013-08-07    16:47:03   2013-08-07     16:48:44   \n",
       "24            31  2013-08-07    16:48:41   2013-08-07     16:48:58   \n",
       "25            32  2013-08-07    16:48:41   2013-08-07     16:52:42   \n",
       "26            33  2013-08-07    16:54:29   2013-08-07     16:54:46   \n",
       "27            34  2013-08-07    16:54:29   2013-08-07     16:56:15   \n",
       "28            35  2013-08-07    16:56:50   2013-08-07     16:57:09   \n",
       "29            36  2013-08-07    16:58:39   2013-08-07     17:01:59   \n",
       "...          ...         ...         ...          ...          ...   \n",
       "6849        7065  2013-08-31    23:23:38   2013-08-31     23:36:16   \n",
       "6850        7066  2013-08-31    23:23:45   2013-08-31     23:34:26   \n",
       "6851        7067  2013-08-31    23:23:49   2013-08-31     23:31:26   \n",
       "6852        7068  2013-08-31    23:24:42   2013-08-31     23:50:50   \n",
       "6853        7069  2013-08-31    23:25:05   2013-08-31     23:35:31   \n",
       "6854        7070  2013-08-31    23:27:26   2013-08-31     23:54:49   \n",
       "6855        7071  2013-08-31    23:27:46   2013-08-31     23:41:39   \n",
       "6856        7072  2013-08-31    23:28:21   2013-09-01     00:00:58   \n",
       "6857        7073  2013-08-31    23:30:53   2013-08-31     23:54:56   \n",
       "6858        7074  2013-08-31    23:33:19   2013-08-31     23:38:51   \n",
       "6859        7075  2013-08-31    23:34:00   2013-08-31     23:43:00   \n",
       "6860        7076  2013-08-31    23:34:55   2013-08-31     23:51:43   \n",
       "6861        7077  2013-08-31    23:34:58   2013-08-31     23:50:56   \n",
       "6862        7078  2013-08-31    23:35:21   2013-08-31     23:48:13   \n",
       "6863        7079  2013-08-31    23:40:04   2013-08-31     23:41:42   \n",
       "6864        7080  2013-08-31    23:41:33   2013-09-01     00:00:18   \n",
       "6865        7081  2013-08-31    23:44:17   2013-08-31     23:52:01   \n",
       "6866        7082  2013-08-31    23:45:43   2013-08-31     23:50:19   \n",
       "6867        7083  2013-08-31    23:46:58   2013-08-31     23:51:07   \n",
       "6868        7084  2013-08-31    23:48:10   2013-09-01     00:09:26   \n",
       "6869        7085  2013-08-31    23:48:29   2013-08-31     23:59:44   \n",
       "6870        7086  2013-08-31    23:50:37   2013-09-01     00:01:12   \n",
       "6871        7087  2013-08-31    23:51:16   2013-08-31     23:58:45   \n",
       "6872        7088  2013-08-31    23:52:57   2013-08-31     23:58:45   \n",
       "6873        7089  2013-08-31    23:54:00   2013-08-31     00:06:00   \n",
       "6874        7090  2013-08-31    23:54:50   2013-08-31     23:57:30   \n",
       "6875        7091  2013-08-31    23:57:33   2013-09-01     00:10:03   \n",
       "6876        7092  2013-08-31    23:58:18   2013-09-01     00:25:07   \n",
       "6877        7093  2013-08-31    23:58:58   2013-09-01     00:06:31   \n",
       "6878        7094  2013-08-31    23:59:14   2013-09-01     00:07:40   \n",
       "\n",
       "      Pickup_longitude  Pickup_latitude  Dropoff_longitude  Dropoff_latitude  \\\n",
       "0          -115.179100        36.137096        -115.179337         36.136684   \n",
       "1          -115.179100        36.137096        -115.179337         36.136684   \n",
       "2          -115.179337        36.136753        -115.179276         36.136826   \n",
       "3           -76.979668        38.927082         -76.979713         38.927326   \n",
       "4           -73.937691        40.758419         -73.937790         40.758358   \n",
       "5           -73.937805        40.758396         -73.937775         40.758450   \n",
       "6           -73.937744        40.758415         -73.937759         40.758389   \n",
       "7           -73.937775        40.758366         -73.937790         40.758350   \n",
       "8           -76.979950        38.927292         -76.979591         38.927288   \n",
       "9           -76.979668        38.927311         -76.979889         38.927174   \n",
       "10          -76.979668        38.927311         -76.979813         38.927128   \n",
       "11          -76.979790        38.927311         -76.979561         38.927151   \n",
       "12         -115.179192        36.136860        -115.179283         36.137066   \n",
       "13          -73.937477        40.758175         -73.937424         40.758152   \n",
       "14          -73.937447        40.758244         -73.937508         40.758251   \n",
       "15          -73.937508        40.758240         -73.937447         40.758183   \n",
       "16          -73.937424        40.758240         -73.937469         40.758202   \n",
       "17          -73.937424        40.758167         -73.937431         40.758213   \n",
       "18          -73.937447        40.758183         -73.937492         40.758194   \n",
       "19          -73.937447        40.758183         -73.937325         40.758198   \n",
       "20          -73.937363        40.758148         -73.937416         40.758087   \n",
       "21          -73.937363        40.758148         -73.937241         40.758106   \n",
       "22          -73.937660        40.758347         -73.937729         40.758305   \n",
       "23          -73.937653        40.758286         -73.937668         40.758293   \n",
       "24          -73.937248        40.758018         -73.937309         40.758083   \n",
       "25          -73.937248        40.758018         -73.937386         40.758118   \n",
       "26          -73.937401        40.758121         -73.937439         40.758144   \n",
       "27          -73.937401        40.758121         -73.937416         40.758118   \n",
       "28          -73.937408        40.758068         -73.937393         40.758137   \n",
       "29          -73.937508        40.758114         -73.937569         40.758083   \n",
       "...                ...              ...                ...               ...   \n",
       "6849        -73.913605        40.765427         -73.918091         40.741680   \n",
       "6850        -73.950272        40.680496         -73.934990         40.702396   \n",
       "6851        -73.844254        40.721390         -73.818474         40.734043   \n",
       "6852        -73.846169        40.754543         -73.965820         40.677544   \n",
       "6853        -73.861031        40.893051         -73.901611         40.876530   \n",
       "6854        -73.844818        40.754986         -73.969231         40.761219   \n",
       "6855        -73.954086        40.742813         -74.000793         40.736462   \n",
       "6856        -73.846001        40.754578         -73.974899         40.759235   \n",
       "6857        -73.849991        40.753479         -73.977623         40.779022   \n",
       "6858        -73.829971        40.713734         -73.824730         40.705601   \n",
       "6859        -73.845917        40.754639         -73.860458         40.739819   \n",
       "6860        -73.967758        40.693268         -73.989105         40.720303   \n",
       "6861        -73.991852        40.702530         -74.007256         40.733669   \n",
       "6862        -73.833656        40.771580         -73.843651         40.689556   \n",
       "6863        -73.926193        40.761082         -73.928421         40.756069   \n",
       "6864        -73.921158        40.743267         -73.902840         40.701447   \n",
       "6865        -73.946342        40.711445         -73.951027         40.724358   \n",
       "6866        -73.979172        40.678406         -73.988785         40.670506   \n",
       "6867        -73.943985        40.784100         -73.952507         40.773121   \n",
       "6868        -73.924644        40.756287         -73.984779         40.710838   \n",
       "6869        -73.920647        40.767956         -73.885201         40.755516   \n",
       "6870        -73.941200        40.805779         -73.967400         40.801105   \n",
       "6871        -73.844307        40.721352         -73.827965         40.710865   \n",
       "6872        -73.917976        40.765259         -73.922600         40.755390   \n",
       "6873        -73.845985        40.754650         -73.884468         40.737869   \n",
       "6874        -73.943115        40.785336         -73.932846         40.796619   \n",
       "6875        -73.824432        40.734287         -73.850494         40.722317   \n",
       "6876        -73.964668        40.681309         -74.000633         40.732147   \n",
       "6877        -73.932343        40.796421         -73.955841         40.804691   \n",
       "6878        -73.980034        40.676315         -73.964218         40.652081   \n",
       "\n",
       "      Trip_distance    Weekday  \n",
       "0              1.00     Monday  \n",
       "1              1.20     Monday  \n",
       "2              1.00     Monday  \n",
       "3              3.25    Tuesday  \n",
       "4              3.30    Tuesday  \n",
       "5              3.30    Tuesday  \n",
       "6              3.50    Tuesday  \n",
       "7              3.30    Tuesday  \n",
       "8              3.52  Wednesday  \n",
       "9              3.25  Wednesday  \n",
       "10             3.52  Wednesday  \n",
       "11             3.52  Wednesday  \n",
       "12             1.00  Wednesday  \n",
       "13             2.50  Wednesday  \n",
       "14             3.50  Wednesday  \n",
       "15             2.50  Wednesday  \n",
       "16             3.50  Wednesday  \n",
       "17             2.50  Wednesday  \n",
       "18             2.50  Wednesday  \n",
       "19             3.00  Wednesday  \n",
       "20             2.50  Wednesday  \n",
       "21             5.50  Wednesday  \n",
       "22             2.50  Wednesday  \n",
       "23             3.00  Wednesday  \n",
       "24             7.00  Wednesday  \n",
       "25            21.00  Wednesday  \n",
       "26            30.00  Wednesday  \n",
       "27            52.00  Wednesday  \n",
       "28             2.50  Wednesday  \n",
       "29             0.00  Wednesday  \n",
       "...             ...        ...  \n",
       "6849          11.00   Saturday  \n",
       "6850          10.50   Saturday  \n",
       "6851           9.00   Saturday  \n",
       "6852          39.00   Saturday  \n",
       "6853          14.00   Saturday  \n",
       "6854          26.00   Saturday  \n",
       "6855          13.50   Saturday  \n",
       "6856          38.50   Saturday  \n",
       "6857          34.00   Saturday  \n",
       "6858           5.50   Saturday  \n",
       "6859           8.50   Saturday  \n",
       "6860          14.50   Saturday  \n",
       "6861          14.50   Saturday  \n",
       "6862          22.50   Saturday  \n",
       "6863           3.50   Saturday  \n",
       "6864          17.00   Saturday  \n",
       "6865           7.50   Saturday  \n",
       "6866           5.50   Saturday  \n",
       "6867           6.00   Saturday  \n",
       "6868          25.00   Saturday  \n",
       "6869          11.50   Saturday  \n",
       "6870           9.50   Saturday  \n",
       "6871           8.00   Saturday  \n",
       "6872           6.00   Saturday  \n",
       "6873          15.00   Saturday  \n",
       "6874           5.00   Saturday  \n",
       "6875          11.50   Saturday  \n",
       "6876          25.50   Saturday  \n",
       "6877           7.50   Saturday  \n",
       "6878           9.00   Saturday  \n",
       "\n",
       "[6879 rows x 11 columns]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_greenAug"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1223bbb38>"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x1226db630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(df_greenAug['Pickup_longitude'], df_greenAug['Pickup_latitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>Date</th>\n",
       "      <th>Weekday</th>\n",
       "      <th>Segment ID</th>\n",
       "      <th>Direction</th>\n",
       "      <th>Total Traffic</th>\n",
       "      <th>12:00-1:00 AM</th>\n",
       "      <th>1:00-2:00AM</th>\n",
       "      <th>2:00-3:00AM</th>\n",
       "      <th>3:00-4:00AM</th>\n",
       "      <th>...</th>\n",
       "      <th>6:00-7:00PM</th>\n",
       "      <th>7:00-8:00PM</th>\n",
       "      <th>8:00-9:00PM</th>\n",
       "      <th>9:00-10:00PM</th>\n",
       "      <th>10:00-11:00PM</th>\n",
       "      <th>11:00-12:00AM</th>\n",
       "      <th>Roadway Name</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>ID</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5391.0</td>\n",
       "      <td>106</td>\n",
       "      <td>74</td>\n",
       "      <td>45.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>...</td>\n",
       "      <td>379</td>\n",
       "      <td>329</td>\n",
       "      <td>249</td>\n",
       "      <td>197</td>\n",
       "      <td>187</td>\n",
       "      <td>169</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>4085.0</td>\n",
       "      <td>109</td>\n",
       "      <td>74</td>\n",
       "      <td>55.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>...</td>\n",
       "      <td>242</td>\n",
       "      <td>217</td>\n",
       "      <td>210</td>\n",
       "      <td>144</td>\n",
       "      <td>125</td>\n",
       "      <td>79</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5867.0</td>\n",
       "      <td>36</td>\n",
       "      <td>28</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>425</td>\n",
       "      <td>358</td>\n",
       "      <td>224</td>\n",
       "      <td>185</td>\n",
       "      <td>132</td>\n",
       "      <td>74</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6172.0</td>\n",
       "      <td>42</td>\n",
       "      <td>28</td>\n",
       "      <td>16.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>...</td>\n",
       "      <td>446</td>\n",
       "      <td>424</td>\n",
       "      <td>305</td>\n",
       "      <td>219</td>\n",
       "      <td>171</td>\n",
       "      <td>76</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5597.0</td>\n",
       "      <td>35</td>\n",
       "      <td>38</td>\n",
       "      <td>12.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>...</td>\n",
       "      <td>401</td>\n",
       "      <td>338</td>\n",
       "      <td>236</td>\n",
       "      <td>186</td>\n",
       "      <td>123</td>\n",
       "      <td>76</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5302.0</td>\n",
       "      <td>33</td>\n",
       "      <td>26</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>...</td>\n",
       "      <td>356</td>\n",
       "      <td>339</td>\n",
       "      <td>275</td>\n",
       "      <td>225</td>\n",
       "      <td>169</td>\n",
       "      <td>104</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>02/08/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6448.0</td>\n",
       "      <td>35</td>\n",
       "      <td>28</td>\n",
       "      <td>18.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>...</td>\n",
       "      <td>531</td>\n",
       "      <td>393</td>\n",
       "      <td>351</td>\n",
       "      <td>276</td>\n",
       "      <td>242</td>\n",
       "      <td>154</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>02/09/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5504.0</td>\n",
       "      <td>110</td>\n",
       "      <td>73</td>\n",
       "      <td>46.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>...</td>\n",
       "      <td>387</td>\n",
       "      <td>336</td>\n",
       "      <td>254</td>\n",
       "      <td>201</td>\n",
       "      <td>191</td>\n",
       "      <td>174</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>02/10/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>4171.0</td>\n",
       "      <td>114</td>\n",
       "      <td>77</td>\n",
       "      <td>58.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>...</td>\n",
       "      <td>246</td>\n",
       "      <td>221</td>\n",
       "      <td>214</td>\n",
       "      <td>147</td>\n",
       "      <td>121</td>\n",
       "      <td>85</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>02/11/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5989.0</td>\n",
       "      <td>38</td>\n",
       "      <td>30</td>\n",
       "      <td>15.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>...</td>\n",
       "      <td>433</td>\n",
       "      <td>365</td>\n",
       "      <td>228</td>\n",
       "      <td>189</td>\n",
       "      <td>136</td>\n",
       "      <td>75</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>02/12/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6326.0</td>\n",
       "      <td>43</td>\n",
       "      <td>32</td>\n",
       "      <td>20.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>...</td>\n",
       "      <td>454</td>\n",
       "      <td>433</td>\n",
       "      <td>312</td>\n",
       "      <td>223</td>\n",
       "      <td>175</td>\n",
       "      <td>97</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>02/13/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5696.0</td>\n",
       "      <td>38</td>\n",
       "      <td>41</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>409</td>\n",
       "      <td>345</td>\n",
       "      <td>240</td>\n",
       "      <td>190</td>\n",
       "      <td>126</td>\n",
       "      <td>79</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>02/14/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5338.0</td>\n",
       "      <td>37</td>\n",
       "      <td>29</td>\n",
       "      <td>18.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>...</td>\n",
       "      <td>394</td>\n",
       "      <td>354</td>\n",
       "      <td>247</td>\n",
       "      <td>200</td>\n",
       "      <td>151</td>\n",
       "      <td>97</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5121.0</td>\n",
       "      <td>132</td>\n",
       "      <td>88</td>\n",
       "      <td>63.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>...</td>\n",
       "      <td>336</td>\n",
       "      <td>272</td>\n",
       "      <td>228</td>\n",
       "      <td>199</td>\n",
       "      <td>190</td>\n",
       "      <td>155</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>4056.0</td>\n",
       "      <td>126</td>\n",
       "      <td>89</td>\n",
       "      <td>72.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>...</td>\n",
       "      <td>255</td>\n",
       "      <td>254</td>\n",
       "      <td>210</td>\n",
       "      <td>138</td>\n",
       "      <td>101</td>\n",
       "      <td>89</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5546.0</td>\n",
       "      <td>59</td>\n",
       "      <td>30</td>\n",
       "      <td>13.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>390</td>\n",
       "      <td>358</td>\n",
       "      <td>251</td>\n",
       "      <td>194</td>\n",
       "      <td>132</td>\n",
       "      <td>79</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5784.0</td>\n",
       "      <td>62</td>\n",
       "      <td>27</td>\n",
       "      <td>11.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>434</td>\n",
       "      <td>387</td>\n",
       "      <td>301</td>\n",
       "      <td>212</td>\n",
       "      <td>146</td>\n",
       "      <td>101</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5389.0</td>\n",
       "      <td>67</td>\n",
       "      <td>29</td>\n",
       "      <td>16.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>...</td>\n",
       "      <td>426</td>\n",
       "      <td>306</td>\n",
       "      <td>253</td>\n",
       "      <td>176</td>\n",
       "      <td>127</td>\n",
       "      <td>89</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5361.0</td>\n",
       "      <td>49</td>\n",
       "      <td>30</td>\n",
       "      <td>8.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>...</td>\n",
       "      <td>367</td>\n",
       "      <td>369</td>\n",
       "      <td>283</td>\n",
       "      <td>185</td>\n",
       "      <td>155</td>\n",
       "      <td>146</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>02/08/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5301.0</td>\n",
       "      <td>76</td>\n",
       "      <td>36</td>\n",
       "      <td>23.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>418</td>\n",
       "      <td>387</td>\n",
       "      <td>264</td>\n",
       "      <td>211</td>\n",
       "      <td>178</td>\n",
       "      <td>167</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>02/09/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5173.0</td>\n",
       "      <td>121</td>\n",
       "      <td>60</td>\n",
       "      <td>62.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>...</td>\n",
       "      <td>340</td>\n",
       "      <td>311</td>\n",
       "      <td>258</td>\n",
       "      <td>186</td>\n",
       "      <td>171</td>\n",
       "      <td>191</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>02/10/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>4174.0</td>\n",
       "      <td>126</td>\n",
       "      <td>98</td>\n",
       "      <td>77.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>...</td>\n",
       "      <td>275</td>\n",
       "      <td>208</td>\n",
       "      <td>171</td>\n",
       "      <td>139</td>\n",
       "      <td>97</td>\n",
       "      <td>48</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>02/11/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5222.0</td>\n",
       "      <td>23</td>\n",
       "      <td>15</td>\n",
       "      <td>11.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>...</td>\n",
       "      <td>355</td>\n",
       "      <td>272</td>\n",
       "      <td>175</td>\n",
       "      <td>149</td>\n",
       "      <td>69</td>\n",
       "      <td>54</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>02/12/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>3289.0</td>\n",
       "      <td>33</td>\n",
       "      <td>17</td>\n",
       "      <td>3.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>...</td>\n",
       "      <td>221</td>\n",
       "      <td>134</td>\n",
       "      <td>114</td>\n",
       "      <td>54</td>\n",
       "      <td>27</td>\n",
       "      <td>21</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>02/13/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>3016.0</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>220</td>\n",
       "      <td>135</td>\n",
       "      <td>107</td>\n",
       "      <td>67</td>\n",
       "      <td>37</td>\n",
       "      <td>19</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>02/14/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>2911.0</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>230</td>\n",
       "      <td>171</td>\n",
       "      <td>130</td>\n",
       "      <td>92</td>\n",
       "      <td>56</td>\n",
       "      <td>26</td>\n",
       "      <td>HUGUENOT AVE</td>\n",
       "      <td>WOODROW RD</td>\n",
       "      <td>STAFFORD AVE</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>09/29/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>7148.0</td>\n",
       "      <td>89</td>\n",
       "      <td>40</td>\n",
       "      <td>33.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>...</td>\n",
       "      <td>492</td>\n",
       "      <td>358</td>\n",
       "      <td>221</td>\n",
       "      <td>164</td>\n",
       "      <td>145</td>\n",
       "      <td>130</td>\n",
       "      <td>RICHMOND HILL ROAD</td>\n",
       "      <td>EDINBORO ROAD</td>\n",
       "      <td>FOREST HILL ROAD</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>09/30/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>5166.0</td>\n",
       "      <td>99</td>\n",
       "      <td>66</td>\n",
       "      <td>41.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>...</td>\n",
       "      <td>231</td>\n",
       "      <td>190</td>\n",
       "      <td>139</td>\n",
       "      <td>110</td>\n",
       "      <td>104</td>\n",
       "      <td>66</td>\n",
       "      <td>RICHMOND HILL ROAD</td>\n",
       "      <td>EDINBORO ROAD</td>\n",
       "      <td>FOREST HILL ROAD</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>10/01/2012</td>\n",
       "      <td>Monday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>5774.0</td>\n",
       "      <td>51</td>\n",
       "      <td>35</td>\n",
       "      <td>24.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>...</td>\n",
       "      <td>436</td>\n",
       "      <td>291</td>\n",
       "      <td>203</td>\n",
       "      <td>137</td>\n",
       "      <td>93</td>\n",
       "      <td>55</td>\n",
       "      <td>RICHMOND HILL ROAD</td>\n",
       "      <td>EDINBORO ROAD</td>\n",
       "      <td>FOREST HILL ROAD</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>10/02/2012</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>6337.0</td>\n",
       "      <td>30</td>\n",
       "      <td>20</td>\n",
       "      <td>14.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>...</td>\n",
       "      <td>418</td>\n",
       "      <td>330</td>\n",
       "      <td>212</td>\n",
       "      <td>140</td>\n",
       "      <td>94</td>\n",
       "      <td>56</td>\n",
       "      <td>RICHMOND HILL ROAD</td>\n",
       "      <td>EDINBORO ROAD</td>\n",
       "      <td>FOREST HILL ROAD</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5915</th>\n",
       "      <td>5915</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>34697.0</td>\n",
       "      <td>1141</td>\n",
       "      <td>523</td>\n",
       "      <td>263.0</td>\n",
       "      <td>204.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2403</td>\n",
       "      <td>1570</td>\n",
       "      <td>1330</td>\n",
       "      <td>1577</td>\n",
       "      <td>1238</td>\n",
       "      <td>1011</td>\n",
       "      <td>THROGS NECK EXPRESSWAY</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5916</th>\n",
       "      <td>5916</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>47502.0</td>\n",
       "      <td>812</td>\n",
       "      <td>393</td>\n",
       "      <td>233.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2647</td>\n",
       "      <td>2001</td>\n",
       "      <td>1502</td>\n",
       "      <td>1286</td>\n",
       "      <td>1052</td>\n",
       "      <td>677</td>\n",
       "      <td>THROGS NECK EXPRESSWAY</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5917</th>\n",
       "      <td>5917</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>46805.0</td>\n",
       "      <td>419</td>\n",
       "      <td>292</td>\n",
       "      <td>245.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2455</td>\n",
       "      <td>1828</td>\n",
       "      <td>1431</td>\n",
       "      <td>1254</td>\n",
       "      <td>1116</td>\n",
       "      <td>703</td>\n",
       "      <td>THROGS NECK EXPRESSWAY</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5918</th>\n",
       "      <td>5918</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>48843.0</td>\n",
       "      <td>408</td>\n",
       "      <td>250</td>\n",
       "      <td>236.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2783</td>\n",
       "      <td>2058</td>\n",
       "      <td>1621</td>\n",
       "      <td>1388</td>\n",
       "      <td>1116</td>\n",
       "      <td>683</td>\n",
       "      <td>THROGS NECK EXPRESSWAY</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5919</th>\n",
       "      <td>5919</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>54334.0</td>\n",
       "      <td>459</td>\n",
       "      <td>293</td>\n",
       "      <td>284.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2896</td>\n",
       "      <td>2648</td>\n",
       "      <td>2195</td>\n",
       "      <td>1802</td>\n",
       "      <td>1442</td>\n",
       "      <td>1248</td>\n",
       "      <td>THROGS NECK EXPRESSWAY</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5920</th>\n",
       "      <td>5920</td>\n",
       "      <td>10/27/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>3082.0</td>\n",
       "      <td>34</td>\n",
       "      <td>16</td>\n",
       "      <td>15.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>244</td>\n",
       "      <td>296</td>\n",
       "      <td>250</td>\n",
       "      <td>292</td>\n",
       "      <td>74</td>\n",
       "      <td>69</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5921</th>\n",
       "      <td>5921</td>\n",
       "      <td>10/28/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>2517.0</td>\n",
       "      <td>28</td>\n",
       "      <td>23</td>\n",
       "      <td>19.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>187</td>\n",
       "      <td>82</td>\n",
       "      <td>99</td>\n",
       "      <td>61</td>\n",
       "      <td>44</td>\n",
       "      <td>31</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5922</th>\n",
       "      <td>5922</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1354.0</td>\n",
       "      <td>25</td>\n",
       "      <td>15</td>\n",
       "      <td>4.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>...</td>\n",
       "      <td>71</td>\n",
       "      <td>84</td>\n",
       "      <td>40</td>\n",
       "      <td>51</td>\n",
       "      <td>56</td>\n",
       "      <td>34</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5923</th>\n",
       "      <td>5923</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1092.0</td>\n",
       "      <td>51</td>\n",
       "      <td>21</td>\n",
       "      <td>29.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>94</td>\n",
       "      <td>75</td>\n",
       "      <td>44</td>\n",
       "      <td>51</td>\n",
       "      <td>58</td>\n",
       "      <td>72</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5924</th>\n",
       "      <td>5924</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1039.0</td>\n",
       "      <td>78</td>\n",
       "      <td>22</td>\n",
       "      <td>19.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>...</td>\n",
       "      <td>78</td>\n",
       "      <td>61</td>\n",
       "      <td>36</td>\n",
       "      <td>52</td>\n",
       "      <td>44</td>\n",
       "      <td>106</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5925</th>\n",
       "      <td>5925</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1442.0</td>\n",
       "      <td>115</td>\n",
       "      <td>28</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>83</td>\n",
       "      <td>57</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>22</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5926</th>\n",
       "      <td>5926</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1311.0</td>\n",
       "      <td>18</td>\n",
       "      <td>14</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>70</td>\n",
       "      <td>64</td>\n",
       "      <td>45</td>\n",
       "      <td>42</td>\n",
       "      <td>56</td>\n",
       "      <td>15</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5927</th>\n",
       "      <td>5927</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1334.0</td>\n",
       "      <td>20</td>\n",
       "      <td>12</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>73</td>\n",
       "      <td>72</td>\n",
       "      <td>55</td>\n",
       "      <td>55</td>\n",
       "      <td>61</td>\n",
       "      <td>24</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5928</th>\n",
       "      <td>5928</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1617.0</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "      <td>11.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>115</td>\n",
       "      <td>82</td>\n",
       "      <td>40</td>\n",
       "      <td>73</td>\n",
       "      <td>62</td>\n",
       "      <td>46</td>\n",
       "      <td>THROGS NECK EXPWY SER RD</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5929</th>\n",
       "      <td>5929</td>\n",
       "      <td>10/27/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>3165.0</td>\n",
       "      <td>32</td>\n",
       "      <td>27</td>\n",
       "      <td>19.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>...</td>\n",
       "      <td>314</td>\n",
       "      <td>284</td>\n",
       "      <td>253</td>\n",
       "      <td>290</td>\n",
       "      <td>80</td>\n",
       "      <td>54</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5930</th>\n",
       "      <td>5930</td>\n",
       "      <td>10/28/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>2437.0</td>\n",
       "      <td>38</td>\n",
       "      <td>29</td>\n",
       "      <td>26.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>...</td>\n",
       "      <td>173</td>\n",
       "      <td>64</td>\n",
       "      <td>79</td>\n",
       "      <td>59</td>\n",
       "      <td>59</td>\n",
       "      <td>34</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5931</th>\n",
       "      <td>5931</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1721.0</td>\n",
       "      <td>16</td>\n",
       "      <td>20</td>\n",
       "      <td>10.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>124</td>\n",
       "      <td>97</td>\n",
       "      <td>85</td>\n",
       "      <td>70</td>\n",
       "      <td>84</td>\n",
       "      <td>42</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5932</th>\n",
       "      <td>5932</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1412.0</td>\n",
       "      <td>31</td>\n",
       "      <td>24</td>\n",
       "      <td>20.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>...</td>\n",
       "      <td>88</td>\n",
       "      <td>77</td>\n",
       "      <td>75</td>\n",
       "      <td>65</td>\n",
       "      <td>61</td>\n",
       "      <td>62</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5933</th>\n",
       "      <td>5933</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1257.0</td>\n",
       "      <td>34</td>\n",
       "      <td>36</td>\n",
       "      <td>32.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>...</td>\n",
       "      <td>90</td>\n",
       "      <td>55</td>\n",
       "      <td>42</td>\n",
       "      <td>40</td>\n",
       "      <td>35</td>\n",
       "      <td>63</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5934</th>\n",
       "      <td>5934</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1377.0</td>\n",
       "      <td>23</td>\n",
       "      <td>17</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>98</td>\n",
       "      <td>82</td>\n",
       "      <td>73</td>\n",
       "      <td>54</td>\n",
       "      <td>52</td>\n",
       "      <td>23</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5935</th>\n",
       "      <td>5935</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1476.0</td>\n",
       "      <td>18</td>\n",
       "      <td>11</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>128</td>\n",
       "      <td>91</td>\n",
       "      <td>73</td>\n",
       "      <td>56</td>\n",
       "      <td>51</td>\n",
       "      <td>41</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5936</th>\n",
       "      <td>5936</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1513.0</td>\n",
       "      <td>27</td>\n",
       "      <td>9</td>\n",
       "      <td>8.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>126</td>\n",
       "      <td>103</td>\n",
       "      <td>89</td>\n",
       "      <td>76</td>\n",
       "      <td>60</td>\n",
       "      <td>25</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5937</th>\n",
       "      <td>5937</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1587.0</td>\n",
       "      <td>18</td>\n",
       "      <td>14</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>...</td>\n",
       "      <td>120</td>\n",
       "      <td>110</td>\n",
       "      <td>70</td>\n",
       "      <td>84</td>\n",
       "      <td>69</td>\n",
       "      <td>30</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5938</th>\n",
       "      <td>5938</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1663.0</td>\n",
       "      <td>8</td>\n",
       "      <td>14</td>\n",
       "      <td>7.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>97</td>\n",
       "      <td>91</td>\n",
       "      <td>72</td>\n",
       "      <td>47</td>\n",
       "      <td>53</td>\n",
       "      <td>37</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5939</th>\n",
       "      <td>5939</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1344.0</td>\n",
       "      <td>19</td>\n",
       "      <td>14</td>\n",
       "      <td>11.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>...</td>\n",
       "      <td>84</td>\n",
       "      <td>69</td>\n",
       "      <td>69</td>\n",
       "      <td>50</td>\n",
       "      <td>41</td>\n",
       "      <td>47</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5940</th>\n",
       "      <td>5940</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1120.0</td>\n",
       "      <td>11</td>\n",
       "      <td>17</td>\n",
       "      <td>22.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>47</td>\n",
       "      <td>45</td>\n",
       "      <td>44</td>\n",
       "      <td>29</td>\n",
       "      <td>111</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5941</th>\n",
       "      <td>5941</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1263.0</td>\n",
       "      <td>14</td>\n",
       "      <td>15</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>71</td>\n",
       "      <td>64</td>\n",
       "      <td>45</td>\n",
       "      <td>24</td>\n",
       "      <td>21</td>\n",
       "      <td>25</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5942</th>\n",
       "      <td>5942</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1340.0</td>\n",
       "      <td>13</td>\n",
       "      <td>9</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>88</td>\n",
       "      <td>68</td>\n",
       "      <td>73</td>\n",
       "      <td>30</td>\n",
       "      <td>21</td>\n",
       "      <td>31</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5943</th>\n",
       "      <td>5943</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1403.0</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>...</td>\n",
       "      <td>109</td>\n",
       "      <td>64</td>\n",
       "      <td>50</td>\n",
       "      <td>41</td>\n",
       "      <td>58</td>\n",
       "      <td>17</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5944</th>\n",
       "      <td>5944</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1474.0</td>\n",
       "      <td>20</td>\n",
       "      <td>11</td>\n",
       "      <td>6.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>100</td>\n",
       "      <td>68</td>\n",
       "      <td>61</td>\n",
       "      <td>48</td>\n",
       "      <td>34</td>\n",
       "      <td>29</td>\n",
       "      <td>E 177 ST</td>\n",
       "      <td>HARDING AVENUE</td>\n",
       "      <td>LONGSTREET AVENUE</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5945 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Unnamed: 0        Date    Weekday  Segment ID Direction  Total Traffic  \\\n",
       "0              0  02/02/2013   Saturday        2153        NB         5391.0   \n",
       "1              1  02/03/2013     Sunday        2153        NB         4085.0   \n",
       "2              2  02/04/2013     Monday        2153        NB         5867.0   \n",
       "3              3  02/05/2013    Tuesday        2153        NB         6172.0   \n",
       "4              4  02/06/2013  Wednesday        2153        NB         5597.0   \n",
       "5              5  02/07/2013   Thursday        2153        NB         5302.0   \n",
       "6              6  02/08/2013     Friday        2153        NB         6448.0   \n",
       "7              7  02/09/2013   Saturday        2153        NB         5504.0   \n",
       "8              8  02/10/2013     Sunday        2153        NB         4171.0   \n",
       "9              9  02/11/2013     Monday        2153        NB         5989.0   \n",
       "10            10  02/12/2013    Tuesday        2153        NB         6326.0   \n",
       "11            11  02/13/2013  Wednesday        2153        NB         5696.0   \n",
       "12            12  02/14/2013   Thursday        2153        NB         5338.0   \n",
       "13            13  02/02/2013   Saturday        2153        SB         5121.0   \n",
       "14            14  02/03/2013     Sunday        2153        SB         4056.0   \n",
       "15            15  02/04/2013     Monday        2153        SB         5546.0   \n",
       "16            16  02/05/2013    Tuesday        2153        SB         5784.0   \n",
       "17            17  02/06/2013  Wednesday        2153        SB         5389.0   \n",
       "18            18  02/07/2013   Thursday        2153        SB         5361.0   \n",
       "19            19  02/08/2013     Friday        2153        SB         5301.0   \n",
       "20            20  02/09/2013   Saturday        2153        SB         5173.0   \n",
       "21            21  02/10/2013     Sunday        2153        SB         4174.0   \n",
       "22            22  02/11/2013     Monday        2153        SB         5222.0   \n",
       "23            23  02/12/2013    Tuesday        2153        SB         3289.0   \n",
       "24            24  02/13/2013  Wednesday        2153        SB         3016.0   \n",
       "25            25  02/14/2013   Thursday        2153        SB         2911.0   \n",
       "26            26  09/29/2012   Saturday        6644        NB         7148.0   \n",
       "27            27  09/30/2012     Sunday        6644        NB         5166.0   \n",
       "28            28  10/01/2012     Monday        6644        NB         5774.0   \n",
       "29            29  10/02/2012    Tuesday        6644        NB         6337.0   \n",
       "...          ...         ...        ...         ...       ...            ...   \n",
       "5915        5915  02/03/2013     Sunday      179545        WB        34697.0   \n",
       "5916        5916  02/04/2013     Monday      179545        WB        47502.0   \n",
       "5917        5917  02/05/2013    Tuesday      179545        WB        46805.0   \n",
       "5918        5918  02/06/2013  Wednesday      179545        WB        48843.0   \n",
       "5919        5919  02/07/2013   Thursday      179545        WB        54334.0   \n",
       "5920        5920  10/27/2012   Saturday      179547        WB         3082.0   \n",
       "5921        5921  10/28/2012     Sunday      179547        WB         2517.0   \n",
       "5922        5922  02/01/2013     Friday      179547       WB          1354.0   \n",
       "5923        5923  02/02/2013   Saturday      179547       WB          1092.0   \n",
       "5924        5924  02/03/2013     Sunday      179547       WB          1039.0   \n",
       "5925        5925  02/04/2013     Monday      179547       WB          1442.0   \n",
       "5926        5926  02/05/2013    Tuesday      179547       WB          1311.0   \n",
       "5927        5927  02/06/2013  Wednesday      179547       WB          1334.0   \n",
       "5928        5928  02/07/2013   Thursday      179547       WB          1617.0   \n",
       "5929        5929  10/27/2012   Saturday      179545        EB         3165.0   \n",
       "5930        5930  10/28/2012     Sunday      179545        EB         2437.0   \n",
       "5931        5931  02/01/2013     Friday      179545       EB          1721.0   \n",
       "5932        5932  02/02/2013   Saturday      179545       EB          1412.0   \n",
       "5933        5933  02/03/2013     Sunday      179545       EB          1257.0   \n",
       "5934        5934  02/04/2013     Monday      179545       EB          1377.0   \n",
       "5935        5935  02/05/2013    Tuesday      179545       EB          1476.0   \n",
       "5936        5936  02/06/2013  Wednesday      179545       EB          1513.0   \n",
       "5937        5937  02/07/2013   Thursday      179545       EB          1587.0   \n",
       "5938        5938  02/01/2013     Friday      179545        WB         1663.0   \n",
       "5939        5939  02/02/2013   Saturday      179545        WB         1344.0   \n",
       "5940        5940  02/03/2013     Sunday      179545        WB         1120.0   \n",
       "5941        5941  02/04/2013     Monday      179545        WB         1263.0   \n",
       "5942        5942  02/05/2013    Tuesday      179545        WB         1340.0   \n",
       "5943        5943  02/06/2013  Wednesday      179545        WB         1403.0   \n",
       "5944        5944  02/07/2013   Thursday      179545        WB         1474.0   \n",
       "\n",
       "      12:00-1:00 AM  1:00-2:00AM  2:00-3:00AM  3:00-4:00AM ...   6:00-7:00PM  \\\n",
       "0               106           74         45.0         29.0 ...           379   \n",
       "1               109           74         55.0         37.0 ...           242   \n",
       "2                36           28         11.0         16.0 ...           425   \n",
       "3                42           28         16.0         12.0 ...           446   \n",
       "4                35           38         12.0         14.0 ...           401   \n",
       "5                33           26         14.0         22.0 ...           356   \n",
       "6                35           28         18.0         14.0 ...           531   \n",
       "7               110           73         46.0         32.0 ...           387   \n",
       "8               114           77         58.0         40.0 ...           246   \n",
       "9                38           30         15.0         19.0 ...           433   \n",
       "10               43           32         20.0         15.0 ...           454   \n",
       "11               38           41         16.0         16.0 ...           409   \n",
       "12               37           29         18.0         23.0 ...           394   \n",
       "13              132           88         63.0         39.0 ...           336   \n",
       "14              126           89         72.0         42.0 ...           255   \n",
       "15               59           30         13.0         10.0 ...           390   \n",
       "16               62           27         11.0         10.0 ...           434   \n",
       "17               67           29         16.0         14.0 ...           426   \n",
       "18               49           30          8.0         23.0 ...           367   \n",
       "19               76           36         23.0         16.0 ...           418   \n",
       "20              121           60         62.0         35.0 ...           340   \n",
       "21              126           98         77.0         33.0 ...           275   \n",
       "22               23           15         11.0         23.0 ...           355   \n",
       "23               33           17          3.0         17.0 ...           221   \n",
       "24                6            7          1.0          9.0 ...           220   \n",
       "25               13            2          3.0         10.0 ...           230   \n",
       "26               89           40         33.0         32.0 ...           492   \n",
       "27               99           66         41.0         33.0 ...           231   \n",
       "28               51           35         24.0         18.0 ...           436   \n",
       "29               30           20         14.0         18.0 ...           418   \n",
       "...             ...          ...          ...          ... ...           ...   \n",
       "5915           1141          523        263.0        204.0 ...          2403   \n",
       "5916            812          393        233.0        271.0 ...          2647   \n",
       "5917            419          292        245.0        296.0 ...          2455   \n",
       "5918            408          250        236.0        286.0 ...          2783   \n",
       "5919            459          293        284.0        336.0 ...          2896   \n",
       "5920             34           16         15.0         16.0 ...           244   \n",
       "5921             28           23         19.0         16.0 ...           187   \n",
       "5922             25           15          4.0         14.0 ...            71   \n",
       "5923             51           21         29.0          3.0 ...            94   \n",
       "5924             78           22         19.0         17.0 ...            78   \n",
       "5925            115           28          7.0          2.0 ...            83   \n",
       "5926             18           14          2.0          5.0 ...            70   \n",
       "5927             20           12          6.0          4.0 ...            73   \n",
       "5928             12           15         11.0          9.0 ...           115   \n",
       "5929             32           27         19.0         20.0 ...           314   \n",
       "5930             38           29         26.0         29.0 ...           173   \n",
       "5931             16           20         10.0         16.0 ...           124   \n",
       "5932             31           24         20.0          7.0 ...            88   \n",
       "5933             34           36         32.0         16.0 ...            90   \n",
       "5934             23           17          7.0          4.0 ...            98   \n",
       "5935             18           11          9.0          3.0 ...           128   \n",
       "5936             27            9          8.0          9.0 ...           126   \n",
       "5937             18           14          8.0          7.0 ...           120   \n",
       "5938              8           14          7.0          9.0 ...            97   \n",
       "5939             19           14         11.0          6.0 ...            84   \n",
       "5940             11           17         22.0          8.0 ...            65   \n",
       "5941             14           15          7.0          4.0 ...            71   \n",
       "5942             13            9          5.0          3.0 ...            88   \n",
       "5943             12            8          1.0          8.0 ...           109   \n",
       "5944             20           11          6.0          5.0 ...           100   \n",
       "\n",
       "      7:00-8:00PM  8:00-9:00PM  9:00-10:00PM  10:00-11:00PM  11:00-12:00AM  \\\n",
       "0             329          249           197            187            169   \n",
       "1             217          210           144            125             79   \n",
       "2             358          224           185            132             74   \n",
       "3             424          305           219            171             76   \n",
       "4             338          236           186            123             76   \n",
       "5             339          275           225            169            104   \n",
       "6             393          351           276            242            154   \n",
       "7             336          254           201            191            174   \n",
       "8             221          214           147            121             85   \n",
       "9             365          228           189            136             75   \n",
       "10            433          312           223            175             97   \n",
       "11            345          240           190            126             79   \n",
       "12            354          247           200            151             97   \n",
       "13            272          228           199            190            155   \n",
       "14            254          210           138            101             89   \n",
       "15            358          251           194            132             79   \n",
       "16            387          301           212            146            101   \n",
       "17            306          253           176            127             89   \n",
       "18            369          283           185            155            146   \n",
       "19            387          264           211            178            167   \n",
       "20            311          258           186            171            191   \n",
       "21            208          171           139             97             48   \n",
       "22            272          175           149             69             54   \n",
       "23            134          114            54             27             21   \n",
       "24            135          107            67             37             19   \n",
       "25            171          130            92             56             26   \n",
       "26            358          221           164            145            130   \n",
       "27            190          139           110            104             66   \n",
       "28            291          203           137             93             55   \n",
       "29            330          212           140             94             56   \n",
       "...           ...          ...           ...            ...            ...   \n",
       "5915         1570         1330          1577           1238           1011   \n",
       "5916         2001         1502          1286           1052            677   \n",
       "5917         1828         1431          1254           1116            703   \n",
       "5918         2058         1621          1388           1116            683   \n",
       "5919         2648         2195          1802           1442           1248   \n",
       "5920          296          250           292             74             69   \n",
       "5921           82           99            61             44             31   \n",
       "5922           84           40            51             56             34   \n",
       "5923           75           44            51             58             72   \n",
       "5924           61           36            52             44            106   \n",
       "5925           57           47            47             47             22   \n",
       "5926           64           45            42             56             15   \n",
       "5927           72           55            55             61             24   \n",
       "5928           82           40            73             62             46   \n",
       "5929          284          253           290             80             54   \n",
       "5930           64           79            59             59             34   \n",
       "5931           97           85            70             84             42   \n",
       "5932           77           75            65             61             62   \n",
       "5933           55           42            40             35             63   \n",
       "5934           82           73            54             52             23   \n",
       "5935           91           73            56             51             41   \n",
       "5936          103           89            76             60             25   \n",
       "5937          110           70            84             69             30   \n",
       "5938           91           72            47             53             37   \n",
       "5939           69           69            50             41             47   \n",
       "5940           47           45            44             29            111   \n",
       "5941           64           45            24             21             25   \n",
       "5942           68           73            30             21             31   \n",
       "5943           64           50            41             58             17   \n",
       "5944           68           61            48             34             29   \n",
       "\n",
       "                  Roadway Name              From                   To   ID  \n",
       "0                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "1                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "2                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "3                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "4                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "5                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "6                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "7                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "8                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "9                 HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "10                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "11                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "12                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "13                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "14                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "15                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "16                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "17                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "18                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "19                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "20                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "21                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "22                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "23                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "24                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "25                HUGUENOT AVE        WOODROW RD         STAFFORD AVE    1  \n",
       "26          RICHMOND HILL ROAD     EDINBORO ROAD     FOREST HILL ROAD    2  \n",
       "27          RICHMOND HILL ROAD     EDINBORO ROAD     FOREST HILL ROAD    2  \n",
       "28          RICHMOND HILL ROAD     EDINBORO ROAD     FOREST HILL ROAD    2  \n",
       "29          RICHMOND HILL ROAD     EDINBORO ROAD     FOREST HILL ROAD    2  \n",
       "...                        ...               ...                  ...  ...  \n",
       "5915   THROGS NECK EXPRESSWAY    HARDING AVENUE    LONGSTREET AVENUE   375  \n",
       "5916   THROGS NECK EXPRESSWAY    HARDING AVENUE    LONGSTREET AVENUE   375  \n",
       "5917   THROGS NECK EXPRESSWAY    HARDING AVENUE    LONGSTREET AVENUE   375  \n",
       "5918   THROGS NECK EXPRESSWAY    HARDING AVENUE    LONGSTREET AVENUE   375  \n",
       "5919   THROGS NECK EXPRESSWAY    HARDING AVENUE    LONGSTREET AVENUE   375  \n",
       "5920  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5921  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5922  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5923  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5924  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5925  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5926  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5927  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5928  THROGS NECK EXPWY SER RD   HARDING AVENUE    LONGSTREET AVENUE   376  \n",
       "5929                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5930                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5931                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5932                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5933                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5934                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5935                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5936                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5937                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5938                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5939                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5940                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5941                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5942                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5943                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "5944                  E 177 ST   HARDING AVENUE    LONGSTREET AVENUE   377  \n",
       "\n",
       "[5945 rows x 34 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_traffic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>Date</th>\n",
       "      <th>Weekday</th>\n",
       "      <th>Segment ID</th>\n",
       "      <th>Direction</th>\n",
       "      <th>Total Traffic</th>\n",
       "      <th>12:00-1:00 AM</th>\n",
       "      <th>1:00-2:00AM</th>\n",
       "      <th>2:00-3:00AM</th>\n",
       "      <th>3:00-4:00AM</th>\n",
       "      <th>...</th>\n",
       "      <th>2:00-3:00PM</th>\n",
       "      <th>3:00-4:00PM</th>\n",
       "      <th>4:00-5:00PM</th>\n",
       "      <th>5:00-6:00PM</th>\n",
       "      <th>6:00-7:00PM</th>\n",
       "      <th>7:00-8:00PM</th>\n",
       "      <th>8:00-9:00PM</th>\n",
       "      <th>9:00-10:00PM</th>\n",
       "      <th>10:00-11:00PM</th>\n",
       "      <th>11:00-12:00AM</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5391.0</td>\n",
       "      <td>106.000000</td>\n",
       "      <td>-30.188679</td>\n",
       "      <td>-39.189189</td>\n",
       "      <td>-35.555556</td>\n",
       "      <td>...</td>\n",
       "      <td>-9.732360</td>\n",
       "      <td>7.277628</td>\n",
       "      <td>-18.592965</td>\n",
       "      <td>21.604938</td>\n",
       "      <td>-3.807107</td>\n",
       "      <td>-13.192612</td>\n",
       "      <td>-24.316109</td>\n",
       "      <td>-20.883534</td>\n",
       "      <td>-5.076142</td>\n",
       "      <td>-9.625668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>4085.0</td>\n",
       "      <td>-35.502959</td>\n",
       "      <td>-32.110092</td>\n",
       "      <td>-25.675676</td>\n",
       "      <td>-32.727273</td>\n",
       "      <td>...</td>\n",
       "      <td>-12.000000</td>\n",
       "      <td>-5.519481</td>\n",
       "      <td>7.560137</td>\n",
       "      <td>-19.169329</td>\n",
       "      <td>-4.347826</td>\n",
       "      <td>-10.330579</td>\n",
       "      <td>-3.225806</td>\n",
       "      <td>-31.428571</td>\n",
       "      <td>-13.194444</td>\n",
       "      <td>-36.800000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5867.0</td>\n",
       "      <td>-54.430380</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>-60.714286</td>\n",
       "      <td>45.454545</td>\n",
       "      <td>...</td>\n",
       "      <td>29.878049</td>\n",
       "      <td>-0.234742</td>\n",
       "      <td>-1.411765</td>\n",
       "      <td>11.933174</td>\n",
       "      <td>-9.381663</td>\n",
       "      <td>-15.764706</td>\n",
       "      <td>-37.430168</td>\n",
       "      <td>-17.410714</td>\n",
       "      <td>-28.648649</td>\n",
       "      <td>-43.939394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6172.0</td>\n",
       "      <td>-43.243243</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>-42.857143</td>\n",
       "      <td>-25.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>2.879581</td>\n",
       "      <td>21.882952</td>\n",
       "      <td>-7.933194</td>\n",
       "      <td>7.936508</td>\n",
       "      <td>-6.302521</td>\n",
       "      <td>-4.932735</td>\n",
       "      <td>-28.066038</td>\n",
       "      <td>-28.196721</td>\n",
       "      <td>-21.917808</td>\n",
       "      <td>-55.555556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5597.0</td>\n",
       "      <td>-53.947368</td>\n",
       "      <td>8.571429</td>\n",
       "      <td>-68.421053</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>18.209877</td>\n",
       "      <td>0.261097</td>\n",
       "      <td>1.822917</td>\n",
       "      <td>-5.626598</td>\n",
       "      <td>8.672087</td>\n",
       "      <td>-15.710723</td>\n",
       "      <td>-30.177515</td>\n",
       "      <td>-21.186441</td>\n",
       "      <td>-33.870968</td>\n",
       "      <td>-38.211382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5302.0</td>\n",
       "      <td>-56.578947</td>\n",
       "      <td>-21.212121</td>\n",
       "      <td>-46.153846</td>\n",
       "      <td>57.142857</td>\n",
       "      <td>...</td>\n",
       "      <td>-50.165017</td>\n",
       "      <td>170.860927</td>\n",
       "      <td>3.178484</td>\n",
       "      <td>-13.744076</td>\n",
       "      <td>-2.197802</td>\n",
       "      <td>-4.775281</td>\n",
       "      <td>-18.879056</td>\n",
       "      <td>-18.181818</td>\n",
       "      <td>-24.888889</td>\n",
       "      <td>-38.461538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>02/08/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6448.0</td>\n",
       "      <td>-66.346154</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>-35.714286</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>...</td>\n",
       "      <td>21.813031</td>\n",
       "      <td>20.465116</td>\n",
       "      <td>-11.003861</td>\n",
       "      <td>5.206074</td>\n",
       "      <td>9.484536</td>\n",
       "      <td>-25.988701</td>\n",
       "      <td>-10.687023</td>\n",
       "      <td>-21.367521</td>\n",
       "      <td>-12.318841</td>\n",
       "      <td>-36.363636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>02/09/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5504.0</td>\n",
       "      <td>-28.571429</td>\n",
       "      <td>-33.636364</td>\n",
       "      <td>-36.986301</td>\n",
       "      <td>-30.434783</td>\n",
       "      <td>...</td>\n",
       "      <td>-9.546539</td>\n",
       "      <td>7.124011</td>\n",
       "      <td>-18.719212</td>\n",
       "      <td>21.818182</td>\n",
       "      <td>-3.731343</td>\n",
       "      <td>-13.178295</td>\n",
       "      <td>-24.404762</td>\n",
       "      <td>-20.866142</td>\n",
       "      <td>-4.975124</td>\n",
       "      <td>-8.900524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>02/10/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>4171.0</td>\n",
       "      <td>-34.482759</td>\n",
       "      <td>-32.456140</td>\n",
       "      <td>-24.675325</td>\n",
       "      <td>-31.034483</td>\n",
       "      <td>...</td>\n",
       "      <td>-11.516854</td>\n",
       "      <td>-5.714286</td>\n",
       "      <td>7.744108</td>\n",
       "      <td>-19.687500</td>\n",
       "      <td>-4.280156</td>\n",
       "      <td>-10.162602</td>\n",
       "      <td>-3.167421</td>\n",
       "      <td>-31.308411</td>\n",
       "      <td>-17.687075</td>\n",
       "      <td>-29.752066</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>02/11/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5989.0</td>\n",
       "      <td>-55.294118</td>\n",
       "      <td>-21.052632</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>26.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>35.202492</td>\n",
       "      <td>-0.230415</td>\n",
       "      <td>1.154734</td>\n",
       "      <td>9.132420</td>\n",
       "      <td>-9.414226</td>\n",
       "      <td>-15.704388</td>\n",
       "      <td>-37.534247</td>\n",
       "      <td>-17.105263</td>\n",
       "      <td>-28.042328</td>\n",
       "      <td>-44.852941</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>02/12/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>6326.0</td>\n",
       "      <td>-42.666667</td>\n",
       "      <td>-25.581395</td>\n",
       "      <td>-37.500000</td>\n",
       "      <td>-25.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>2.820513</td>\n",
       "      <td>21.695761</td>\n",
       "      <td>-7.786885</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>-6.584362</td>\n",
       "      <td>-4.625551</td>\n",
       "      <td>-27.944573</td>\n",
       "      <td>-28.525641</td>\n",
       "      <td>-21.524664</td>\n",
       "      <td>-44.571429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>02/13/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5696.0</td>\n",
       "      <td>-60.824742</td>\n",
       "      <td>7.894737</td>\n",
       "      <td>-60.975610</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>18.126888</td>\n",
       "      <td>0.255754</td>\n",
       "      <td>1.785714</td>\n",
       "      <td>-5.513784</td>\n",
       "      <td>8.488064</td>\n",
       "      <td>-15.647922</td>\n",
       "      <td>-30.434783</td>\n",
       "      <td>-20.833333</td>\n",
       "      <td>-33.684211</td>\n",
       "      <td>-37.301587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>02/14/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>NB</td>\n",
       "      <td>5338.0</td>\n",
       "      <td>-53.164557</td>\n",
       "      <td>-21.621622</td>\n",
       "      <td>-37.931034</td>\n",
       "      <td>27.777778</td>\n",
       "      <td>...</td>\n",
       "      <td>-50.161812</td>\n",
       "      <td>170.779221</td>\n",
       "      <td>-2.877698</td>\n",
       "      <td>-7.654321</td>\n",
       "      <td>5.347594</td>\n",
       "      <td>-10.152284</td>\n",
       "      <td>-30.225989</td>\n",
       "      <td>-19.028340</td>\n",
       "      <td>-24.500000</td>\n",
       "      <td>-35.761589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5121.0</td>\n",
       "      <td>132.000000</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>-28.409091</td>\n",
       "      <td>-38.095238</td>\n",
       "      <td>...</td>\n",
       "      <td>0.789474</td>\n",
       "      <td>6.005222</td>\n",
       "      <td>-16.009852</td>\n",
       "      <td>0.293255</td>\n",
       "      <td>-1.754386</td>\n",
       "      <td>-19.047619</td>\n",
       "      <td>-16.176471</td>\n",
       "      <td>-12.719298</td>\n",
       "      <td>-4.522613</td>\n",
       "      <td>-18.421053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>4056.0</td>\n",
       "      <td>-18.709677</td>\n",
       "      <td>-29.365079</td>\n",
       "      <td>-19.101124</td>\n",
       "      <td>-41.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>0.928793</td>\n",
       "      <td>-5.521472</td>\n",
       "      <td>1.948052</td>\n",
       "      <td>-11.464968</td>\n",
       "      <td>-8.273381</td>\n",
       "      <td>-0.392157</td>\n",
       "      <td>-17.322835</td>\n",
       "      <td>-34.285714</td>\n",
       "      <td>-26.811594</td>\n",
       "      <td>-11.881188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5546.0</td>\n",
       "      <td>-33.707865</td>\n",
       "      <td>-49.152542</td>\n",
       "      <td>-56.666667</td>\n",
       "      <td>-23.076923</td>\n",
       "      <td>...</td>\n",
       "      <td>22.402597</td>\n",
       "      <td>12.732095</td>\n",
       "      <td>1.411765</td>\n",
       "      <td>-5.104408</td>\n",
       "      <td>-4.645477</td>\n",
       "      <td>-8.205128</td>\n",
       "      <td>-29.888268</td>\n",
       "      <td>-22.709163</td>\n",
       "      <td>-31.958763</td>\n",
       "      <td>-40.151515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5784.0</td>\n",
       "      <td>-21.518987</td>\n",
       "      <td>-56.451613</td>\n",
       "      <td>-59.259259</td>\n",
       "      <td>-9.090909</td>\n",
       "      <td>...</td>\n",
       "      <td>51.908397</td>\n",
       "      <td>22.613065</td>\n",
       "      <td>-6.967213</td>\n",
       "      <td>-0.220264</td>\n",
       "      <td>-4.194260</td>\n",
       "      <td>-10.829493</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>-29.568106</td>\n",
       "      <td>-31.132075</td>\n",
       "      <td>-30.821918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5389.0</td>\n",
       "      <td>-33.663366</td>\n",
       "      <td>-56.716418</td>\n",
       "      <td>-44.827586</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>45.559846</td>\n",
       "      <td>13.527851</td>\n",
       "      <td>2.336449</td>\n",
       "      <td>-10.730594</td>\n",
       "      <td>8.951407</td>\n",
       "      <td>-28.169014</td>\n",
       "      <td>-17.320261</td>\n",
       "      <td>-30.434783</td>\n",
       "      <td>-27.840909</td>\n",
       "      <td>-29.921260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5361.0</td>\n",
       "      <td>-44.943820</td>\n",
       "      <td>-38.775510</td>\n",
       "      <td>-73.333333</td>\n",
       "      <td>187.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>42.338710</td>\n",
       "      <td>22.379603</td>\n",
       "      <td>-18.518519</td>\n",
       "      <td>17.045455</td>\n",
       "      <td>-10.922330</td>\n",
       "      <td>0.544959</td>\n",
       "      <td>-23.306233</td>\n",
       "      <td>-34.628975</td>\n",
       "      <td>-16.216216</td>\n",
       "      <td>-5.806452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>02/08/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5301.0</td>\n",
       "      <td>-47.945205</td>\n",
       "      <td>-52.631579</td>\n",
       "      <td>-36.111111</td>\n",
       "      <td>-30.434783</td>\n",
       "      <td>...</td>\n",
       "      <td>57.939914</td>\n",
       "      <td>-1.086957</td>\n",
       "      <td>4.120879</td>\n",
       "      <td>-3.693931</td>\n",
       "      <td>14.520548</td>\n",
       "      <td>-7.416268</td>\n",
       "      <td>-31.782946</td>\n",
       "      <td>-20.075758</td>\n",
       "      <td>-15.639810</td>\n",
       "      <td>-6.179775</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>02/09/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5173.0</td>\n",
       "      <td>-27.544910</td>\n",
       "      <td>-50.413223</td>\n",
       "      <td>3.333333</td>\n",
       "      <td>-43.548387</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.264550</td>\n",
       "      <td>24.403183</td>\n",
       "      <td>-23.454158</td>\n",
       "      <td>-8.077994</td>\n",
       "      <td>3.030303</td>\n",
       "      <td>-8.529412</td>\n",
       "      <td>-17.041801</td>\n",
       "      <td>-27.906977</td>\n",
       "      <td>-8.064516</td>\n",
       "      <td>11.695906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>02/10/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>4174.0</td>\n",
       "      <td>-34.031414</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>-21.428571</td>\n",
       "      <td>-57.142857</td>\n",
       "      <td>...</td>\n",
       "      <td>-26.777251</td>\n",
       "      <td>3.236246</td>\n",
       "      <td>-4.075235</td>\n",
       "      <td>-7.189542</td>\n",
       "      <td>-3.169014</td>\n",
       "      <td>-24.363636</td>\n",
       "      <td>-17.788462</td>\n",
       "      <td>-18.713450</td>\n",
       "      <td>-30.215827</td>\n",
       "      <td>-50.515464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>02/11/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>5222.0</td>\n",
       "      <td>-52.083333</td>\n",
       "      <td>-34.782609</td>\n",
       "      <td>-26.666667</td>\n",
       "      <td>109.090909</td>\n",
       "      <td>...</td>\n",
       "      <td>-11.051213</td>\n",
       "      <td>28.181818</td>\n",
       "      <td>-16.312057</td>\n",
       "      <td>2.259887</td>\n",
       "      <td>-1.933702</td>\n",
       "      <td>-23.380282</td>\n",
       "      <td>-35.661765</td>\n",
       "      <td>-14.857143</td>\n",
       "      <td>-53.691275</td>\n",
       "      <td>-21.739130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>02/12/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>3289.0</td>\n",
       "      <td>-38.888889</td>\n",
       "      <td>-48.484848</td>\n",
       "      <td>-82.352941</td>\n",
       "      <td>466.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>144.954128</td>\n",
       "      <td>-23.220974</td>\n",
       "      <td>19.024390</td>\n",
       "      <td>-29.508197</td>\n",
       "      <td>28.488372</td>\n",
       "      <td>-39.366516</td>\n",
       "      <td>-14.925373</td>\n",
       "      <td>-52.631579</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>-22.222222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>02/13/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>3016.0</td>\n",
       "      <td>-71.428571</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>-85.714286</td>\n",
       "      <td>800.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>27.127660</td>\n",
       "      <td>5.439331</td>\n",
       "      <td>10.317460</td>\n",
       "      <td>-1.079137</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>-38.636364</td>\n",
       "      <td>-20.740741</td>\n",
       "      <td>-37.383178</td>\n",
       "      <td>-44.776119</td>\n",
       "      <td>-48.648649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>02/14/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>2153</td>\n",
       "      <td>SB</td>\n",
       "      <td>2911.0</td>\n",
       "      <td>-31.578947</td>\n",
       "      <td>-84.615385</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>233.333333</td>\n",
       "      <td>...</td>\n",
       "      <td>106.923077</td>\n",
       "      <td>-7.806691</td>\n",
       "      <td>8.870968</td>\n",
       "      <td>-8.518519</td>\n",
       "      <td>-6.882591</td>\n",
       "      <td>-25.652174</td>\n",
       "      <td>-23.976608</td>\n",
       "      <td>-29.230769</td>\n",
       "      <td>-39.130435</td>\n",
       "      <td>-53.571429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>09/29/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>7148.0</td>\n",
       "      <td>89.000000</td>\n",
       "      <td>-55.056180</td>\n",
       "      <td>-17.500000</td>\n",
       "      <td>-3.030303</td>\n",
       "      <td>...</td>\n",
       "      <td>0.497512</td>\n",
       "      <td>-17.326733</td>\n",
       "      <td>7.584830</td>\n",
       "      <td>-6.679035</td>\n",
       "      <td>-2.186879</td>\n",
       "      <td>-27.235772</td>\n",
       "      <td>-38.268156</td>\n",
       "      <td>-25.791855</td>\n",
       "      <td>-11.585366</td>\n",
       "      <td>-10.344828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>09/30/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>5166.0</td>\n",
       "      <td>-23.846154</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>-37.878788</td>\n",
       "      <td>-19.512195</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.348337</td>\n",
       "      <td>-14.028056</td>\n",
       "      <td>-17.715618</td>\n",
       "      <td>-14.730878</td>\n",
       "      <td>-23.255814</td>\n",
       "      <td>-17.748918</td>\n",
       "      <td>-26.842105</td>\n",
       "      <td>-20.863309</td>\n",
       "      <td>-5.454545</td>\n",
       "      <td>-36.538462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>10/01/2012</td>\n",
       "      <td>Monday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>5774.0</td>\n",
       "      <td>-22.727273</td>\n",
       "      <td>-31.372549</td>\n",
       "      <td>-31.428571</td>\n",
       "      <td>-25.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>19.676550</td>\n",
       "      <td>8.558559</td>\n",
       "      <td>-8.713693</td>\n",
       "      <td>-5.454545</td>\n",
       "      <td>4.807692</td>\n",
       "      <td>-33.256881</td>\n",
       "      <td>-30.240550</td>\n",
       "      <td>-32.512315</td>\n",
       "      <td>-32.116788</td>\n",
       "      <td>-40.860215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>10/02/2012</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>6644</td>\n",
       "      <td>NB</td>\n",
       "      <td>6337.0</td>\n",
       "      <td>-45.454545</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>-30.000000</td>\n",
       "      <td>28.571429</td>\n",
       "      <td>...</td>\n",
       "      <td>21.388889</td>\n",
       "      <td>12.356979</td>\n",
       "      <td>-7.942974</td>\n",
       "      <td>-7.964602</td>\n",
       "      <td>0.480769</td>\n",
       "      <td>-21.052632</td>\n",
       "      <td>-35.757576</td>\n",
       "      <td>-33.962264</td>\n",
       "      <td>-32.857143</td>\n",
       "      <td>-40.425532</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5915</th>\n",
       "      <td>5915</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>34697.0</td>\n",
       "      <td>-17.557803</td>\n",
       "      <td>-54.163015</td>\n",
       "      <td>-49.713193</td>\n",
       "      <td>-22.433460</td>\n",
       "      <td>...</td>\n",
       "      <td>2.641056</td>\n",
       "      <td>1.793372</td>\n",
       "      <td>14.017618</td>\n",
       "      <td>2.653678</td>\n",
       "      <td>-21.367801</td>\n",
       "      <td>-34.665002</td>\n",
       "      <td>-15.286624</td>\n",
       "      <td>18.571429</td>\n",
       "      <td>-21.496512</td>\n",
       "      <td>-18.336026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5916</th>\n",
       "      <td>5916</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>47502.0</td>\n",
       "      <td>-19.683482</td>\n",
       "      <td>-51.600985</td>\n",
       "      <td>-40.712468</td>\n",
       "      <td>16.309013</td>\n",
       "      <td>...</td>\n",
       "      <td>8.208955</td>\n",
       "      <td>2.112069</td>\n",
       "      <td>8.864500</td>\n",
       "      <td>-0.116324</td>\n",
       "      <td>2.756211</td>\n",
       "      <td>-24.404987</td>\n",
       "      <td>-24.937531</td>\n",
       "      <td>-14.380826</td>\n",
       "      <td>-18.195956</td>\n",
       "      <td>-35.646388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5917</th>\n",
       "      <td>5917</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>46805.0</td>\n",
       "      <td>-38.109306</td>\n",
       "      <td>-30.310263</td>\n",
       "      <td>-16.095890</td>\n",
       "      <td>20.816327</td>\n",
       "      <td>...</td>\n",
       "      <td>8.489681</td>\n",
       "      <td>10.678772</td>\n",
       "      <td>5.820312</td>\n",
       "      <td>-1.734958</td>\n",
       "      <td>-7.776108</td>\n",
       "      <td>-25.539715</td>\n",
       "      <td>-21.717724</td>\n",
       "      <td>-12.368973</td>\n",
       "      <td>-11.004785</td>\n",
       "      <td>-37.007168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5918</th>\n",
       "      <td>5918</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>48843.0</td>\n",
       "      <td>-41.963016</td>\n",
       "      <td>-38.725490</td>\n",
       "      <td>-5.600000</td>\n",
       "      <td>21.186441</td>\n",
       "      <td>...</td>\n",
       "      <td>10.933941</td>\n",
       "      <td>2.422998</td>\n",
       "      <td>8.781075</td>\n",
       "      <td>1.916697</td>\n",
       "      <td>0.650995</td>\n",
       "      <td>-26.051024</td>\n",
       "      <td>-21.234208</td>\n",
       "      <td>-14.373843</td>\n",
       "      <td>-19.596542</td>\n",
       "      <td>-38.799283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5919</th>\n",
       "      <td>5919</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>54334.0</td>\n",
       "      <td>-32.796486</td>\n",
       "      <td>-36.165577</td>\n",
       "      <td>-3.071672</td>\n",
       "      <td>18.309859</td>\n",
       "      <td>...</td>\n",
       "      <td>10.914928</td>\n",
       "      <td>3.002894</td>\n",
       "      <td>8.535300</td>\n",
       "      <td>-7.087379</td>\n",
       "      <td>0.870777</td>\n",
       "      <td>-8.563536</td>\n",
       "      <td>-17.107251</td>\n",
       "      <td>-17.904328</td>\n",
       "      <td>-19.977802</td>\n",
       "      <td>-13.453537</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5920</th>\n",
       "      <td>5920</td>\n",
       "      <td>10/27/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>3082.0</td>\n",
       "      <td>34.000000</td>\n",
       "      <td>-52.941176</td>\n",
       "      <td>-6.250000</td>\n",
       "      <td>6.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>40.476190</td>\n",
       "      <td>57.062147</td>\n",
       "      <td>16.546763</td>\n",
       "      <td>8.024691</td>\n",
       "      <td>-30.285714</td>\n",
       "      <td>21.311475</td>\n",
       "      <td>-15.540541</td>\n",
       "      <td>16.800000</td>\n",
       "      <td>-74.657534</td>\n",
       "      <td>-6.756757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5921</th>\n",
       "      <td>5921</td>\n",
       "      <td>10/28/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>2517.0</td>\n",
       "      <td>-59.420290</td>\n",
       "      <td>-17.857143</td>\n",
       "      <td>-17.391304</td>\n",
       "      <td>-15.789474</td>\n",
       "      <td>...</td>\n",
       "      <td>41.081081</td>\n",
       "      <td>-11.877395</td>\n",
       "      <td>28.260870</td>\n",
       "      <td>-16.610169</td>\n",
       "      <td>-23.983740</td>\n",
       "      <td>-56.149733</td>\n",
       "      <td>20.731707</td>\n",
       "      <td>-38.383838</td>\n",
       "      <td>-27.868852</td>\n",
       "      <td>-29.545455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5922</th>\n",
       "      <td>5922</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1354.0</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>-40.000000</td>\n",
       "      <td>-73.333333</td>\n",
       "      <td>250.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>33.846154</td>\n",
       "      <td>-6.896552</td>\n",
       "      <td>37.037037</td>\n",
       "      <td>-26.126126</td>\n",
       "      <td>-13.414634</td>\n",
       "      <td>18.309859</td>\n",
       "      <td>-52.380952</td>\n",
       "      <td>27.500000</td>\n",
       "      <td>9.803922</td>\n",
       "      <td>-39.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5923</th>\n",
       "      <td>5923</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1092.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>-58.823529</td>\n",
       "      <td>38.095238</td>\n",
       "      <td>-89.655172</td>\n",
       "      <td>...</td>\n",
       "      <td>36.206897</td>\n",
       "      <td>-7.594937</td>\n",
       "      <td>1.369863</td>\n",
       "      <td>-1.351351</td>\n",
       "      <td>28.767123</td>\n",
       "      <td>-20.212766</td>\n",
       "      <td>-41.333333</td>\n",
       "      <td>15.909091</td>\n",
       "      <td>13.725490</td>\n",
       "      <td>24.137931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5924</th>\n",
       "      <td>5924</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1039.0</td>\n",
       "      <td>8.333333</td>\n",
       "      <td>-71.794872</td>\n",
       "      <td>-13.636364</td>\n",
       "      <td>-10.526316</td>\n",
       "      <td>...</td>\n",
       "      <td>16.279070</td>\n",
       "      <td>38.000000</td>\n",
       "      <td>8.695652</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>-25.714286</td>\n",
       "      <td>-21.794872</td>\n",
       "      <td>-40.983607</td>\n",
       "      <td>44.444444</td>\n",
       "      <td>-15.384615</td>\n",
       "      <td>140.909091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5925</th>\n",
       "      <td>5925</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1442.0</td>\n",
       "      <td>8.490566</td>\n",
       "      <td>-75.652174</td>\n",
       "      <td>-75.000000</td>\n",
       "      <td>-71.428571</td>\n",
       "      <td>...</td>\n",
       "      <td>13.333333</td>\n",
       "      <td>-1.176471</td>\n",
       "      <td>26.190476</td>\n",
       "      <td>-10.377358</td>\n",
       "      <td>-12.631579</td>\n",
       "      <td>-31.325301</td>\n",
       "      <td>-17.543860</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-53.191489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5926</th>\n",
       "      <td>5926</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1311.0</td>\n",
       "      <td>-18.181818</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>-85.714286</td>\n",
       "      <td>150.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>57.777778</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>38.028169</td>\n",
       "      <td>-7.142857</td>\n",
       "      <td>-23.076923</td>\n",
       "      <td>-8.571429</td>\n",
       "      <td>-29.687500</td>\n",
       "      <td>-6.666667</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>-73.214286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5927</th>\n",
       "      <td>5927</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1334.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>-40.000000</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>...</td>\n",
       "      <td>61.224490</td>\n",
       "      <td>-2.531646</td>\n",
       "      <td>10.389610</td>\n",
       "      <td>5.882353</td>\n",
       "      <td>-18.888889</td>\n",
       "      <td>-1.369863</td>\n",
       "      <td>-23.611111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.909091</td>\n",
       "      <td>-60.655738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5928</th>\n",
       "      <td>5928</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179547</td>\n",
       "      <td>WB</td>\n",
       "      <td>1617.0</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>-26.666667</td>\n",
       "      <td>-18.181818</td>\n",
       "      <td>...</td>\n",
       "      <td>57.627119</td>\n",
       "      <td>-35.483871</td>\n",
       "      <td>70.000000</td>\n",
       "      <td>24.509804</td>\n",
       "      <td>-9.448819</td>\n",
       "      <td>-28.695652</td>\n",
       "      <td>-51.219512</td>\n",
       "      <td>82.500000</td>\n",
       "      <td>-15.068493</td>\n",
       "      <td>-25.806452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5929</th>\n",
       "      <td>5929</td>\n",
       "      <td>10/27/2012</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>3165.0</td>\n",
       "      <td>32.000000</td>\n",
       "      <td>-15.625000</td>\n",
       "      <td>-29.629630</td>\n",
       "      <td>5.263158</td>\n",
       "      <td>...</td>\n",
       "      <td>22.463768</td>\n",
       "      <td>44.378698</td>\n",
       "      <td>52.868852</td>\n",
       "      <td>-7.506702</td>\n",
       "      <td>-8.985507</td>\n",
       "      <td>-9.554140</td>\n",
       "      <td>-10.915493</td>\n",
       "      <td>14.624506</td>\n",
       "      <td>-72.413793</td>\n",
       "      <td>-32.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5930</th>\n",
       "      <td>5930</td>\n",
       "      <td>10/28/2012</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>2437.0</td>\n",
       "      <td>-29.629630</td>\n",
       "      <td>-23.684211</td>\n",
       "      <td>-10.344828</td>\n",
       "      <td>11.538462</td>\n",
       "      <td>...</td>\n",
       "      <td>55.865922</td>\n",
       "      <td>2.508961</td>\n",
       "      <td>-4.195804</td>\n",
       "      <td>-18.248175</td>\n",
       "      <td>-22.767857</td>\n",
       "      <td>-63.005780</td>\n",
       "      <td>23.437500</td>\n",
       "      <td>-25.316456</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-42.372881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5931</th>\n",
       "      <td>5931</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1721.0</td>\n",
       "      <td>16.000000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.716981</td>\n",
       "      <td>14.414414</td>\n",
       "      <td>-8.661417</td>\n",
       "      <td>6.896552</td>\n",
       "      <td>-21.774194</td>\n",
       "      <td>-12.371134</td>\n",
       "      <td>-17.647059</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5932</th>\n",
       "      <td>5932</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1412.0</td>\n",
       "      <td>-26.190476</td>\n",
       "      <td>-22.580645</td>\n",
       "      <td>-16.666667</td>\n",
       "      <td>-65.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>22.916667</td>\n",
       "      <td>-16.101695</td>\n",
       "      <td>-5.050505</td>\n",
       "      <td>11.702128</td>\n",
       "      <td>-16.190476</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>-2.597403</td>\n",
       "      <td>-13.333333</td>\n",
       "      <td>-6.153846</td>\n",
       "      <td>1.639344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5933</th>\n",
       "      <td>5933</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1257.0</td>\n",
       "      <td>-45.161290</td>\n",
       "      <td>5.882353</td>\n",
       "      <td>-11.111111</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-19.191919</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>32.692308</td>\n",
       "      <td>-2.898551</td>\n",
       "      <td>-32.835821</td>\n",
       "      <td>-38.888889</td>\n",
       "      <td>-23.636364</td>\n",
       "      <td>-4.761905</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>80.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5934</th>\n",
       "      <td>5934</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1377.0</td>\n",
       "      <td>-63.492063</td>\n",
       "      <td>-26.086957</td>\n",
       "      <td>-58.823529</td>\n",
       "      <td>-42.857143</td>\n",
       "      <td>...</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>-14.423077</td>\n",
       "      <td>26.966292</td>\n",
       "      <td>8.849558</td>\n",
       "      <td>-20.325203</td>\n",
       "      <td>-16.326531</td>\n",
       "      <td>-10.975610</td>\n",
       "      <td>-26.027397</td>\n",
       "      <td>-3.703704</td>\n",
       "      <td>-55.769231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5935</th>\n",
       "      <td>5935</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1476.0</td>\n",
       "      <td>-21.739130</td>\n",
       "      <td>-38.888889</td>\n",
       "      <td>-18.181818</td>\n",
       "      <td>-66.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>61.290323</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>10.185185</td>\n",
       "      <td>11.764706</td>\n",
       "      <td>-3.759398</td>\n",
       "      <td>-28.906250</td>\n",
       "      <td>-19.780220</td>\n",
       "      <td>-23.287671</td>\n",
       "      <td>-8.928571</td>\n",
       "      <td>-19.607843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5936</th>\n",
       "      <td>5936</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1513.0</td>\n",
       "      <td>-34.146341</td>\n",
       "      <td>-66.666667</td>\n",
       "      <td>-11.111111</td>\n",
       "      <td>12.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>24.418605</td>\n",
       "      <td>6.542056</td>\n",
       "      <td>11.403509</td>\n",
       "      <td>7.086614</td>\n",
       "      <td>-7.352941</td>\n",
       "      <td>-18.253968</td>\n",
       "      <td>-13.592233</td>\n",
       "      <td>-14.606742</td>\n",
       "      <td>-21.052632</td>\n",
       "      <td>-58.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5937</th>\n",
       "      <td>5937</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>EB</td>\n",
       "      <td>1587.0</td>\n",
       "      <td>-28.000000</td>\n",
       "      <td>-22.222222</td>\n",
       "      <td>-42.857143</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>7.142857</td>\n",
       "      <td>1.904762</td>\n",
       "      <td>12.149533</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>-14.285714</td>\n",
       "      <td>-8.333333</td>\n",
       "      <td>-36.363636</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>-17.857143</td>\n",
       "      <td>-56.521739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5938</th>\n",
       "      <td>5938</td>\n",
       "      <td>02/01/2013</td>\n",
       "      <td>Friday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1663.0</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>75.000000</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>28.571429</td>\n",
       "      <td>...</td>\n",
       "      <td>4.385965</td>\n",
       "      <td>-23.529412</td>\n",
       "      <td>23.076923</td>\n",
       "      <td>-19.642857</td>\n",
       "      <td>7.777778</td>\n",
       "      <td>-6.185567</td>\n",
       "      <td>-20.879121</td>\n",
       "      <td>-34.722222</td>\n",
       "      <td>12.765957</td>\n",
       "      <td>-30.188679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5939</th>\n",
       "      <td>5939</td>\n",
       "      <td>02/02/2013</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1344.0</td>\n",
       "      <td>-48.648649</td>\n",
       "      <td>-26.315789</td>\n",
       "      <td>-21.428571</td>\n",
       "      <td>-45.454545</td>\n",
       "      <td>...</td>\n",
       "      <td>-10.000000</td>\n",
       "      <td>6.172840</td>\n",
       "      <td>17.441860</td>\n",
       "      <td>-2.970297</td>\n",
       "      <td>-14.285714</td>\n",
       "      <td>-17.857143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-27.536232</td>\n",
       "      <td>-18.000000</td>\n",
       "      <td>14.634146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5940</th>\n",
       "      <td>5940</td>\n",
       "      <td>02/03/2013</td>\n",
       "      <td>Sunday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1120.0</td>\n",
       "      <td>-76.595745</td>\n",
       "      <td>54.545455</td>\n",
       "      <td>29.411765</td>\n",
       "      <td>-63.636364</td>\n",
       "      <td>...</td>\n",
       "      <td>-13.750000</td>\n",
       "      <td>21.739130</td>\n",
       "      <td>-16.666667</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>-38.095238</td>\n",
       "      <td>-27.692308</td>\n",
       "      <td>-4.255319</td>\n",
       "      <td>-2.222222</td>\n",
       "      <td>-34.090909</td>\n",
       "      <td>282.758621</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5941</th>\n",
       "      <td>5941</td>\n",
       "      <td>02/04/2013</td>\n",
       "      <td>Monday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1263.0</td>\n",
       "      <td>-87.387387</td>\n",
       "      <td>7.142857</td>\n",
       "      <td>-53.333333</td>\n",
       "      <td>-42.857143</td>\n",
       "      <td>...</td>\n",
       "      <td>14.864865</td>\n",
       "      <td>9.411765</td>\n",
       "      <td>-12.903226</td>\n",
       "      <td>-9.876543</td>\n",
       "      <td>-2.739726</td>\n",
       "      <td>-9.859155</td>\n",
       "      <td>-29.687500</td>\n",
       "      <td>-46.666667</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>19.047619</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5942</th>\n",
       "      <td>5942</td>\n",
       "      <td>02/05/2013</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1340.0</td>\n",
       "      <td>-48.000000</td>\n",
       "      <td>-30.769231</td>\n",
       "      <td>-44.444444</td>\n",
       "      <td>-40.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>69.090909</td>\n",
       "      <td>10.752688</td>\n",
       "      <td>-19.417476</td>\n",
       "      <td>15.662651</td>\n",
       "      <td>-8.333333</td>\n",
       "      <td>-22.727273</td>\n",
       "      <td>7.352941</td>\n",
       "      <td>-58.904110</td>\n",
       "      <td>-30.000000</td>\n",
       "      <td>47.619048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5943</th>\n",
       "      <td>5943</td>\n",
       "      <td>02/06/2013</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1403.0</td>\n",
       "      <td>-61.290323</td>\n",
       "      <td>-33.333333</td>\n",
       "      <td>-87.500000</td>\n",
       "      <td>700.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>31.081081</td>\n",
       "      <td>10.309278</td>\n",
       "      <td>-27.102804</td>\n",
       "      <td>11.538462</td>\n",
       "      <td>25.287356</td>\n",
       "      <td>-41.284404</td>\n",
       "      <td>-21.875000</td>\n",
       "      <td>-18.000000</td>\n",
       "      <td>41.463415</td>\n",
       "      <td>-70.689655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5944</th>\n",
       "      <td>5944</td>\n",
       "      <td>02/07/2013</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>179545</td>\n",
       "      <td>WB</td>\n",
       "      <td>1474.0</td>\n",
       "      <td>17.647059</td>\n",
       "      <td>-45.000000</td>\n",
       "      <td>-45.454545</td>\n",
       "      <td>-16.666667</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.388350</td>\n",
       "      <td>26.829268</td>\n",
       "      <td>-19.230769</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>-4.761905</td>\n",
       "      <td>-32.000000</td>\n",
       "      <td>-10.294118</td>\n",
       "      <td>-21.311475</td>\n",
       "      <td>-29.166667</td>\n",
       "      <td>-14.705882</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5945 rows × 30 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Unnamed: 0        Date    Weekday  Segment ID Direction  Total Traffic  \\\n",
       "0              0  02/02/2013   Saturday        2153        NB         5391.0   \n",
       "1              1  02/03/2013     Sunday        2153        NB         4085.0   \n",
       "2              2  02/04/2013     Monday        2153        NB         5867.0   \n",
       "3              3  02/05/2013    Tuesday        2153        NB         6172.0   \n",
       "4              4  02/06/2013  Wednesday        2153        NB         5597.0   \n",
       "5              5  02/07/2013   Thursday        2153        NB         5302.0   \n",
       "6              6  02/08/2013     Friday        2153        NB         6448.0   \n",
       "7              7  02/09/2013   Saturday        2153        NB         5504.0   \n",
       "8              8  02/10/2013     Sunday        2153        NB         4171.0   \n",
       "9              9  02/11/2013     Monday        2153        NB         5989.0   \n",
       "10            10  02/12/2013    Tuesday        2153        NB         6326.0   \n",
       "11            11  02/13/2013  Wednesday        2153        NB         5696.0   \n",
       "12            12  02/14/2013   Thursday        2153        NB         5338.0   \n",
       "13            13  02/02/2013   Saturday        2153        SB         5121.0   \n",
       "14            14  02/03/2013     Sunday        2153        SB         4056.0   \n",
       "15            15  02/04/2013     Monday        2153        SB         5546.0   \n",
       "16            16  02/05/2013    Tuesday        2153        SB         5784.0   \n",
       "17            17  02/06/2013  Wednesday        2153        SB         5389.0   \n",
       "18            18  02/07/2013   Thursday        2153        SB         5361.0   \n",
       "19            19  02/08/2013     Friday        2153        SB         5301.0   \n",
       "20            20  02/09/2013   Saturday        2153        SB         5173.0   \n",
       "21            21  02/10/2013     Sunday        2153        SB         4174.0   \n",
       "22            22  02/11/2013     Monday        2153        SB         5222.0   \n",
       "23            23  02/12/2013    Tuesday        2153        SB         3289.0   \n",
       "24            24  02/13/2013  Wednesday        2153        SB         3016.0   \n",
       "25            25  02/14/2013   Thursday        2153        SB         2911.0   \n",
       "26            26  09/29/2012   Saturday        6644        NB         7148.0   \n",
       "27            27  09/30/2012     Sunday        6644        NB         5166.0   \n",
       "28            28  10/01/2012     Monday        6644        NB         5774.0   \n",
       "29            29  10/02/2012    Tuesday        6644        NB         6337.0   \n",
       "...          ...         ...        ...         ...       ...            ...   \n",
       "5915        5915  02/03/2013     Sunday      179545        WB        34697.0   \n",
       "5916        5916  02/04/2013     Monday      179545        WB        47502.0   \n",
       "5917        5917  02/05/2013    Tuesday      179545        WB        46805.0   \n",
       "5918        5918  02/06/2013  Wednesday      179545        WB        48843.0   \n",
       "5919        5919  02/07/2013   Thursday      179545        WB        54334.0   \n",
       "5920        5920  10/27/2012   Saturday      179547        WB         3082.0   \n",
       "5921        5921  10/28/2012     Sunday      179547        WB         2517.0   \n",
       "5922        5922  02/01/2013     Friday      179547       WB          1354.0   \n",
       "5923        5923  02/02/2013   Saturday      179547       WB          1092.0   \n",
       "5924        5924  02/03/2013     Sunday      179547       WB          1039.0   \n",
       "5925        5925  02/04/2013     Monday      179547       WB          1442.0   \n",
       "5926        5926  02/05/2013    Tuesday      179547       WB          1311.0   \n",
       "5927        5927  02/06/2013  Wednesday      179547       WB          1334.0   \n",
       "5928        5928  02/07/2013   Thursday      179547       WB          1617.0   \n",
       "5929        5929  10/27/2012   Saturday      179545        EB         3165.0   \n",
       "5930        5930  10/28/2012     Sunday      179545        EB         2437.0   \n",
       "5931        5931  02/01/2013     Friday      179545       EB          1721.0   \n",
       "5932        5932  02/02/2013   Saturday      179545       EB          1412.0   \n",
       "5933        5933  02/03/2013     Sunday      179545       EB          1257.0   \n",
       "5934        5934  02/04/2013     Monday      179545       EB          1377.0   \n",
       "5935        5935  02/05/2013    Tuesday      179545       EB          1476.0   \n",
       "5936        5936  02/06/2013  Wednesday      179545       EB          1513.0   \n",
       "5937        5937  02/07/2013   Thursday      179545       EB          1587.0   \n",
       "5938        5938  02/01/2013     Friday      179545        WB         1663.0   \n",
       "5939        5939  02/02/2013   Saturday      179545        WB         1344.0   \n",
       "5940        5940  02/03/2013     Sunday      179545        WB         1120.0   \n",
       "5941        5941  02/04/2013     Monday      179545        WB         1263.0   \n",
       "5942        5942  02/05/2013    Tuesday      179545        WB         1340.0   \n",
       "5943        5943  02/06/2013  Wednesday      179545        WB         1403.0   \n",
       "5944        5944  02/07/2013   Thursday      179545        WB         1474.0   \n",
       "\n",
       "      12:00-1:00 AM  1:00-2:00AM  2:00-3:00AM  3:00-4:00AM      ...        \\\n",
       "0        106.000000   -30.188679   -39.189189   -35.555556      ...         \n",
       "1        -35.502959   -32.110092   -25.675676   -32.727273      ...         \n",
       "2        -54.430380   -22.222222   -60.714286    45.454545      ...         \n",
       "3        -43.243243   -33.333333   -42.857143   -25.000000      ...         \n",
       "4        -53.947368     8.571429   -68.421053    16.666667      ...         \n",
       "5        -56.578947   -21.212121   -46.153846    57.142857      ...         \n",
       "6        -66.346154   -20.000000   -35.714286   -22.222222      ...         \n",
       "7        -28.571429   -33.636364   -36.986301   -30.434783      ...         \n",
       "8        -34.482759   -32.456140   -24.675325   -31.034483      ...         \n",
       "9        -55.294118   -21.052632   -50.000000    26.666667      ...         \n",
       "10       -42.666667   -25.581395   -37.500000   -25.000000      ...         \n",
       "11       -60.824742     7.894737   -60.975610     0.000000      ...         \n",
       "12       -53.164557   -21.621622   -37.931034    27.777778      ...         \n",
       "13       132.000000   -33.333333   -28.409091   -38.095238      ...         \n",
       "14       -18.709677   -29.365079   -19.101124   -41.666667      ...         \n",
       "15       -33.707865   -49.152542   -56.666667   -23.076923      ...         \n",
       "16       -21.518987   -56.451613   -59.259259    -9.090909      ...         \n",
       "17       -33.663366   -56.716418   -44.827586   -12.500000      ...         \n",
       "18       -44.943820   -38.775510   -73.333333   187.500000      ...         \n",
       "19       -47.945205   -52.631579   -36.111111   -30.434783      ...         \n",
       "20       -27.544910   -50.413223     3.333333   -43.548387      ...         \n",
       "21       -34.031414   -22.222222   -21.428571   -57.142857      ...         \n",
       "22       -52.083333   -34.782609   -26.666667   109.090909      ...         \n",
       "23       -38.888889   -48.484848   -82.352941   466.666667      ...         \n",
       "24       -71.428571    16.666667   -85.714286   800.000000      ...         \n",
       "25       -31.578947   -84.615385    50.000000   233.333333      ...         \n",
       "26        89.000000   -55.056180   -17.500000    -3.030303      ...         \n",
       "27       -23.846154   -33.333333   -37.878788   -19.512195      ...         \n",
       "28       -22.727273   -31.372549   -31.428571   -25.000000      ...         \n",
       "29       -45.454545   -33.333333   -30.000000    28.571429      ...         \n",
       "...             ...          ...          ...          ...      ...         \n",
       "5915     -17.557803   -54.163015   -49.713193   -22.433460      ...         \n",
       "5916     -19.683482   -51.600985   -40.712468    16.309013      ...         \n",
       "5917     -38.109306   -30.310263   -16.095890    20.816327      ...         \n",
       "5918     -41.963016   -38.725490    -5.600000    21.186441      ...         \n",
       "5919     -32.796486   -36.165577    -3.071672    18.309859      ...         \n",
       "5920      34.000000   -52.941176    -6.250000     6.666667      ...         \n",
       "5921     -59.420290   -17.857143   -17.391304   -15.789474      ...         \n",
       "5922      25.000000   -40.000000   -73.333333   250.000000      ...         \n",
       "5923      50.000000   -58.823529    38.095238   -89.655172      ...         \n",
       "5924       8.333333   -71.794872   -13.636364   -10.526316      ...         \n",
       "5925       8.490566   -75.652174   -75.000000   -71.428571      ...         \n",
       "5926     -18.181818   -22.222222   -85.714286   150.000000      ...         \n",
       "5927      33.333333   -40.000000   -50.000000   -33.333333      ...         \n",
       "5928     -50.000000    25.000000   -26.666667   -18.181818      ...         \n",
       "5929      32.000000   -15.625000   -29.629630     5.263158      ...         \n",
       "5930     -29.629630   -23.684211   -10.344828    11.538462      ...         \n",
       "5931      16.000000    25.000000   -50.000000    60.000000      ...         \n",
       "5932     -26.190476   -22.580645   -16.666667   -65.000000      ...         \n",
       "5933     -45.161290     5.882353   -11.111111   -50.000000      ...         \n",
       "5934     -63.492063   -26.086957   -58.823529   -42.857143      ...         \n",
       "5935     -21.739130   -38.888889   -18.181818   -66.666667      ...         \n",
       "5936     -34.146341   -66.666667   -11.111111    12.500000      ...         \n",
       "5937     -28.000000   -22.222222   -42.857143   -12.500000      ...         \n",
       "5938       8.000000    75.000000   -50.000000    28.571429      ...         \n",
       "5939     -48.648649   -26.315789   -21.428571   -45.454545      ...         \n",
       "5940     -76.595745    54.545455    29.411765   -63.636364      ...         \n",
       "5941     -87.387387     7.142857   -53.333333   -42.857143      ...         \n",
       "5942     -48.000000   -30.769231   -44.444444   -40.000000      ...         \n",
       "5943     -61.290323   -33.333333   -87.500000   700.000000      ...         \n",
       "5944      17.647059   -45.000000   -45.454545   -16.666667      ...         \n",
       "\n",
       "      2:00-3:00PM  3:00-4:00PM  4:00-5:00PM  5:00-6:00PM  6:00-7:00PM  \\\n",
       "0       -9.732360     7.277628   -18.592965    21.604938    -3.807107   \n",
       "1      -12.000000    -5.519481     7.560137   -19.169329    -4.347826   \n",
       "2       29.878049    -0.234742    -1.411765    11.933174    -9.381663   \n",
       "3        2.879581    21.882952    -7.933194     7.936508    -6.302521   \n",
       "4       18.209877     0.261097     1.822917    -5.626598     8.672087   \n",
       "5      -50.165017   170.860927     3.178484   -13.744076    -2.197802   \n",
       "6       21.813031    20.465116   -11.003861     5.206074     9.484536   \n",
       "7       -9.546539     7.124011   -18.719212    21.818182    -3.731343   \n",
       "8      -11.516854    -5.714286     7.744108   -19.687500    -4.280156   \n",
       "9       35.202492    -0.230415     1.154734     9.132420    -9.414226   \n",
       "10       2.820513    21.695761    -7.786885     8.000000    -6.584362   \n",
       "11      18.126888     0.255754     1.785714    -5.513784     8.488064   \n",
       "12     -50.161812   170.779221    -2.877698    -7.654321     5.347594   \n",
       "13       0.789474     6.005222   -16.009852     0.293255    -1.754386   \n",
       "14       0.928793    -5.521472     1.948052   -11.464968    -8.273381   \n",
       "15      22.402597    12.732095     1.411765    -5.104408    -4.645477   \n",
       "16      51.908397    22.613065    -6.967213    -0.220264    -4.194260   \n",
       "17      45.559846    13.527851     2.336449   -10.730594     8.951407   \n",
       "18      42.338710    22.379603   -18.518519    17.045455   -10.922330   \n",
       "19      57.939914    -1.086957     4.120879    -3.693931    14.520548   \n",
       "20      -0.264550    24.403183   -23.454158    -8.077994     3.030303   \n",
       "21     -26.777251     3.236246    -4.075235    -7.189542    -3.169014   \n",
       "22     -11.051213    28.181818   -16.312057     2.259887    -1.933702   \n",
       "23     144.954128   -23.220974    19.024390   -29.508197    28.488372   \n",
       "24      27.127660     5.439331    10.317460    -1.079137   -20.000000   \n",
       "25     106.923077    -7.806691     8.870968    -8.518519    -6.882591   \n",
       "26       0.497512   -17.326733     7.584830    -6.679035    -2.186879   \n",
       "27      -2.348337   -14.028056   -17.715618   -14.730878   -23.255814   \n",
       "28      19.676550     8.558559    -8.713693    -5.454545     4.807692   \n",
       "29      21.388889    12.356979    -7.942974    -7.964602     0.480769   \n",
       "...           ...          ...          ...          ...          ...   \n",
       "5915     2.641056     1.793372    14.017618     2.653678   -21.367801   \n",
       "5916     8.208955     2.112069     8.864500    -0.116324     2.756211   \n",
       "5917     8.489681    10.678772     5.820312    -1.734958    -7.776108   \n",
       "5918    10.933941     2.422998     8.781075     1.916697     0.650995   \n",
       "5919    10.914928     3.002894     8.535300    -7.087379     0.870777   \n",
       "5920    40.476190    57.062147    16.546763     8.024691   -30.285714   \n",
       "5921    41.081081   -11.877395    28.260870   -16.610169   -23.983740   \n",
       "5922    33.846154    -6.896552    37.037037   -26.126126   -13.414634   \n",
       "5923    36.206897    -7.594937     1.369863    -1.351351    28.767123   \n",
       "5924    16.279070    38.000000     8.695652    40.000000   -25.714286   \n",
       "5925    13.333333    -1.176471    26.190476   -10.377358   -12.631579   \n",
       "5926    57.777778     0.000000    38.028169    -7.142857   -23.076923   \n",
       "5927    61.224490    -2.531646    10.389610     5.882353   -18.888889   \n",
       "5928    57.627119   -35.483871    70.000000    24.509804    -9.448819   \n",
       "5929    22.463768    44.378698    52.868852    -7.506702    -8.985507   \n",
       "5930    55.865922     2.508961    -4.195804   -18.248175   -22.767857   \n",
       "5931     0.000000     4.716981    14.414414    -8.661417     6.896552   \n",
       "5932    22.916667   -16.101695    -5.050505    11.702128   -16.190476   \n",
       "5933   -19.191919    30.000000    32.692308    -2.898551   -32.835821   \n",
       "5934    60.000000   -14.423077    26.966292     8.849558   -20.325203   \n",
       "5935    61.290323     8.000000    10.185185    11.764706    -3.759398   \n",
       "5936    24.418605     6.542056    11.403509     7.086614    -7.352941   \n",
       "5937     7.142857     1.904762    12.149533    16.666667   -14.285714   \n",
       "5938     4.385965   -23.529412    23.076923   -19.642857     7.777778   \n",
       "5939   -10.000000     6.172840    17.441860    -2.970297   -14.285714   \n",
       "5940   -13.750000    21.739130   -16.666667    50.000000   -38.095238   \n",
       "5941    14.864865     9.411765   -12.903226    -9.876543    -2.739726   \n",
       "5942    69.090909    10.752688   -19.417476    15.662651    -8.333333   \n",
       "5943    31.081081    10.309278   -27.102804    11.538462    25.287356   \n",
       "5944   -20.388350    26.829268   -19.230769    25.000000    -4.761905   \n",
       "\n",
       "      7:00-8:00PM  8:00-9:00PM  9:00-10:00PM  10:00-11:00PM  11:00-12:00AM  \n",
       "0      -13.192612   -24.316109    -20.883534      -5.076142      -9.625668  \n",
       "1      -10.330579    -3.225806    -31.428571     -13.194444     -36.800000  \n",
       "2      -15.764706   -37.430168    -17.410714     -28.648649     -43.939394  \n",
       "3       -4.932735   -28.066038    -28.196721     -21.917808     -55.555556  \n",
       "4      -15.710723   -30.177515    -21.186441     -33.870968     -38.211382  \n",
       "5       -4.775281   -18.879056    -18.181818     -24.888889     -38.461538  \n",
       "6      -25.988701   -10.687023    -21.367521     -12.318841     -36.363636  \n",
       "7      -13.178295   -24.404762    -20.866142      -4.975124      -8.900524  \n",
       "8      -10.162602    -3.167421    -31.308411     -17.687075     -29.752066  \n",
       "9      -15.704388   -37.534247    -17.105263     -28.042328     -44.852941  \n",
       "10      -4.625551   -27.944573    -28.525641     -21.524664     -44.571429  \n",
       "11     -15.647922   -30.434783    -20.833333     -33.684211     -37.301587  \n",
       "12     -10.152284   -30.225989    -19.028340     -24.500000     -35.761589  \n",
       "13     -19.047619   -16.176471    -12.719298      -4.522613     -18.421053  \n",
       "14      -0.392157   -17.322835    -34.285714     -26.811594     -11.881188  \n",
       "15      -8.205128   -29.888268    -22.709163     -31.958763     -40.151515  \n",
       "16     -10.829493   -22.222222    -29.568106     -31.132075     -30.821918  \n",
       "17     -28.169014   -17.320261    -30.434783     -27.840909     -29.921260  \n",
       "18       0.544959   -23.306233    -34.628975     -16.216216      -5.806452  \n",
       "19      -7.416268   -31.782946    -20.075758     -15.639810      -6.179775  \n",
       "20      -8.529412   -17.041801    -27.906977      -8.064516      11.695906  \n",
       "21     -24.363636   -17.788462    -18.713450     -30.215827     -50.515464  \n",
       "22     -23.380282   -35.661765    -14.857143     -53.691275     -21.739130  \n",
       "23     -39.366516   -14.925373    -52.631579     -50.000000     -22.222222  \n",
       "24     -38.636364   -20.740741    -37.383178     -44.776119     -48.648649  \n",
       "25     -25.652174   -23.976608    -29.230769     -39.130435     -53.571429  \n",
       "26     -27.235772   -38.268156    -25.791855     -11.585366     -10.344828  \n",
       "27     -17.748918   -26.842105    -20.863309      -5.454545     -36.538462  \n",
       "28     -33.256881   -30.240550    -32.512315     -32.116788     -40.860215  \n",
       "29     -21.052632   -35.757576    -33.962264     -32.857143     -40.425532  \n",
       "...           ...          ...           ...            ...            ...  \n",
       "5915   -34.665002   -15.286624     18.571429     -21.496512     -18.336026  \n",
       "5916   -24.404987   -24.937531    -14.380826     -18.195956     -35.646388  \n",
       "5917   -25.539715   -21.717724    -12.368973     -11.004785     -37.007168  \n",
       "5918   -26.051024   -21.234208    -14.373843     -19.596542     -38.799283  \n",
       "5919    -8.563536   -17.107251    -17.904328     -19.977802     -13.453537  \n",
       "5920    21.311475   -15.540541     16.800000     -74.657534      -6.756757  \n",
       "5921   -56.149733    20.731707    -38.383838     -27.868852     -29.545455  \n",
       "5922    18.309859   -52.380952     27.500000       9.803922     -39.285714  \n",
       "5923   -20.212766   -41.333333     15.909091      13.725490      24.137931  \n",
       "5924   -21.794872   -40.983607     44.444444     -15.384615     140.909091  \n",
       "5925   -31.325301   -17.543860      0.000000       0.000000     -53.191489  \n",
       "5926    -8.571429   -29.687500     -6.666667      33.333333     -73.214286  \n",
       "5927    -1.369863   -23.611111      0.000000      10.909091     -60.655738  \n",
       "5928   -28.695652   -51.219512     82.500000     -15.068493     -25.806452  \n",
       "5929    -9.554140   -10.915493     14.624506     -72.413793     -32.500000  \n",
       "5930   -63.005780    23.437500    -25.316456       0.000000     -42.372881  \n",
       "5931   -21.774194   -12.371134    -17.647059      20.000000     -50.000000  \n",
       "5932   -12.500000    -2.597403    -13.333333      -6.153846       1.639344  \n",
       "5933   -38.888889   -23.636364     -4.761905     -12.500000      80.000000  \n",
       "5934   -16.326531   -10.975610    -26.027397      -3.703704     -55.769231  \n",
       "5935   -28.906250   -19.780220    -23.287671      -8.928571     -19.607843  \n",
       "5936   -18.253968   -13.592233    -14.606742     -21.052632     -58.333333  \n",
       "5937    -8.333333   -36.363636     20.000000     -17.857143     -56.521739  \n",
       "5938    -6.185567   -20.879121    -34.722222      12.765957     -30.188679  \n",
       "5939   -17.857143     0.000000    -27.536232     -18.000000      14.634146  \n",
       "5940   -27.692308    -4.255319     -2.222222     -34.090909     282.758621  \n",
       "5941    -9.859155   -29.687500    -46.666667     -12.500000      19.047619  \n",
       "5942   -22.727273     7.352941    -58.904110     -30.000000      47.619048  \n",
       "5943   -41.284404   -21.875000    -18.000000      41.463415     -70.689655  \n",
       "5944   -32.000000   -10.294118    -21.311475     -29.166667     -14.705882  \n",
       "\n",
       "[5945 rows x 30 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_traffic_percent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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G9jOtZUlrUmbB3Rs4BvjMSM+LiIhl36h9HpLWA94DvI4y0+2TbP9jKgKLiIj+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\nsH/L4gzPwqwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x122286be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_greenAug['Weekday'].value_counts().plot(kind='bar', sort_columns=False)\n",
    "plt.ylabel('Number of Green Taxi Trips')\n",
    "plt.xlabel('Weekday')\n",
    "plt.title('Weekday vs. Number of Green Taxi Trips')\n",
    "f1 = plt.gcf()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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cU7e/E9is4/2b1rJnsD0bmA0wY8aMxsknIiK6M1yfx0Cz0WZDPDYdxTF/C7xM0toqmWgP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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x12273a320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_traffic_percent['Weekday'].value_counts().plot(kind='bar', sort_columns=False)\n",
    "plt.ylabel('Total Traffic')\n",
    "plt.xlabel('Weekday')\n",
    "plt.title('Weekday vs. Amount of Traffic')\n",
    "f1 = plt.gcf()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#DF = pd.merge(df_greenAug,df_traffic_percent,on=['Weekday'])\n",
    "#DF.groupby([['Weekday']]).sum().unstack().plot(kind = 'bar')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x1221d21d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = df_traffic_percent[['12:00-1:00 AM','1:00-2:00AM']].plot(kind='bar')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([<matplotlib.axis.XTick at 0x12978f470>,\n",
       "  <matplotlib.axis.XTick at 0x135ec9c18>,\n",
       "  <matplotlib.axis.XTick at 0x13b8eff98>,\n",
       "  <matplotlib.axis.XTick at 0x142d866a0>,\n",
       "  <matplotlib.axis.XTick at 0x142d8d0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142d8da90>,\n",
       "  <matplotlib.axis.XTick at 0x142d924a8>,\n",
       "  <matplotlib.axis.XTick at 0x142d92e80>,\n",
       "  <matplotlib.axis.XTick at 0x142d98898>,\n",
       "  <matplotlib.axis.XTick at 0x142d9e2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142d9ec88>,\n",
       "  <matplotlib.axis.XTick at 0x142da66a0>,\n",
       "  <matplotlib.axis.XTick at 0x142dac0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142daca90>,\n",
       "  <matplotlib.axis.XTick at 0x142db24a8>,\n",
       "  <matplotlib.axis.XTick at 0x142db2e80>,\n",
       "  <matplotlib.axis.XTick at 0x142db9898>,\n",
       "  <matplotlib.axis.XTick at 0x142dbf2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142dbfc88>,\n",
       "  <matplotlib.axis.XTick at 0x142dc46a0>,\n",
       "  <matplotlib.axis.XTick at 0x142dca0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142dcaa90>,\n",
       "  <matplotlib.axis.XTick at 0x142dd14a8>,\n",
       "  <matplotlib.axis.XTick at 0x142dd1e80>,\n",
       "  <matplotlib.axis.XTick at 0x142dd8898>,\n",
       "  <matplotlib.axis.XTick at 0x142dde2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142ddec88>,\n",
       "  <matplotlib.axis.XTick at 0x142de56a0>,\n",
       "  <matplotlib.axis.XTick at 0x142dec0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142deca90>,\n",
       "  <matplotlib.axis.XTick at 0x142df24a8>,\n",
       "  <matplotlib.axis.XTick at 0x142df2e80>,\n",
       "  <matplotlib.axis.XTick at 0x142df7898>,\n",
       "  <matplotlib.axis.XTick at 0x142dff2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142dffc88>,\n",
       "  <matplotlib.axis.XTick at 0x142e056a0>,\n",
       "  <matplotlib.axis.XTick at 0x142e0c0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142e0ca90>,\n",
       "  <matplotlib.axis.XTick at 0x142e124a8>,\n",
       "  <matplotlib.axis.XTick at 0x142e12e80>,\n",
       "  <matplotlib.axis.XTick at 0x142e17898>,\n",
       "  <matplotlib.axis.XTick at 0x142e1f2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142e1fc88>,\n",
       "  <matplotlib.axis.XTick at 0x142e256a0>,\n",
       "  <matplotlib.axis.XTick at 0x142e2b0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142e2ba90>,\n",
       "  <matplotlib.axis.XTick at 0x142e304a8>,\n",
       "  <matplotlib.axis.XTick at 0x142e30e80>,\n",
       "  <matplotlib.axis.XTick at 0x142e38898>,\n",
       "  <matplotlib.axis.XTick at 0x142e3e2b0>,\n",
       "  <matplotlib.axis.XTick at 0x142e3ec88>,\n",
       "  <matplotlib.axis.XTick at 0x142e456a0>,\n",
       "  <matplotlib.axis.XTick at 0x142e4a0b8>,\n",
       "  <matplotlib.axis.XTick at 0x142e4aa90>,\n",
       "  <matplotlib.axis.XTick at 0x142e514a8>,\n",
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       "  <matplotlib.axis.XTick at 0x143cd46a0>,\n",
       "  <matplotlib.axis.XTick at 0x143cd90b8>,\n",
       "  <matplotlib.axis.XTick at 0x143cd9a90>,\n",
       "  <matplotlib.axis.XTick at 0x143ce04a8>,\n",
       "  <matplotlib.axis.XTick at 0x143ce0e80>,\n",
       "  <matplotlib.axis.XTick at 0x143ce6898>,\n",
       "  <matplotlib.axis.XTick at 0x143ced2b0>,\n",
       "  <matplotlib.axis.XTick at 0x143cedc88>,\n",
       "  <matplotlib.axis.XTick at 0x143cf56a0>,\n",
       "  <matplotlib.axis.XTick at 0x143cf90b8>,\n",
       "  <matplotlib.axis.XTick at 0x143cf9a90>,\n",
       "  <matplotlib.axis.XTick at 0x143d004a8>,\n",
       "  <matplotlib.axis.XTick at 0x143d00e80>,\n",
       "  ...],\n",
       " <a list of 10 Text xticklabel objects>)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYEAAAD8CAYAAACRkhiPAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAADdJJREFUeJzt3V+IXGlexvHnmWSNAQlmmDbE7oyJ0DcZwZUUMbA3siDT\n4mLmamhBJxfD5GIirCBIsnsh3s2VyIgzEHSZHhRDg8KEhUFCXPDG2Wy1rsRkDNM4G5ImM2n/bdZF\nIsn+vKh35FhTf051V9epqt/3A0W95z3nfc97qk/XU+dPdTsiBADI6ZmmBwAAaA4hAACJEQIAkBgh\nAACJEQIAkBghAACJEQIAkBghAACJEQIAkNj+pgcwzHPPPRfHjx9vehgAMFM2Njb+NSIWhi039SFw\n/PhxtdvtpocBADPF9t06y3E6CAASIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAAS\nIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAASIwQAIDFCAAASIwQA\nIDFCAAASIwQAIDFCAAASIwQAILHaIWB7n+1/sP3NMv2s7Wu2PyrPhyvLXrK9afuO7Rcr9ads3yzz\n3rTt8W4OAGAUoxwJfFXSh5Xpi5KuR8SypOtlWrZPSlqV9IKkFUlv2d5X2rwt6TVJy+WxsqvRAwB2\npVYI2F6S9KuS/qRSfVbSWimvSXqpUn8lIh5HxMeSNiWdtn1U0qGI+CAiQtK7lTYAgAbUPRL4Q0m/\nK+lHlbojEfGglD+RdKSUFyXdqyx3v9QtlnJ3PQCgIUNDwPZXJD2MiI1+y5RP9jGuQdk+b7ttu729\nvT2ubgEAXeocCXxJ0q/Z/p6kK5K+bPvPJH1aTvGoPD8sy29JOlZpv1Tqtkq5u/5zIuJyRLQiorWw\nsDDC5gAARjE0BCLiUkQsRcRxdS74/k1E/Iakq5LOlcXOSXqvlK9KWrV9wPYJdS4A3yinjh7ZPlPu\nCnql0gYA0ID9u2j7hqR1269KuivpZUmKiFu21yXdlvRE0oWIeFravC7pHUkHJb1fHgCAhrhzOn96\ntVqtaLfbTQ8DAGaK7Y2IaA1bjm8MA0BihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYI\nAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBi\nhAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAA\nJEYIAEBihAAAJDY0BGz/uO0btv/R9i3bv1/qn7V9zfZH5flwpc0l25u279h+sVJ/yvbNMu9N296b\nzQIA1FHnSOCxpC9HxM9L+qKkFdtnJF2UdD0iliVdL9OyfVLSqqQXJK1Iesv2vtLX25Jek7RcHitj\n3BYAwIiGhkB0/FeZ/EJ5hKSzktZK/Zqkl0r5rKQrEfE4Ij6WtCnptO2jkg5FxAcREZLerbQBADSg\n1jUB2/tsf1fSQ0nXIuLbko5ExIOyyCeSjpTyoqR7leb3S91iKXfXAwAaUisEIuJpRHxR0pI6n+p/\nrmt+qHN0MBa2z9tu225vb2+Pq1sAQJeR7g6KiP+U9C11zuV/Wk7xqDw/LIttSTpWabZU6rZKubu+\n13ouR0QrIloLCwujDBEAMII6dwct2P7JUj4o6Zcl/bOkq5LOlcXOSXqvlK9KWrV9wPYJdS4A3yin\njh7ZPlPuCnql0gYA0ID9NZY5Kmmt3OHzjKT1iPim7b+TtG77VUl3Jb0sSRFxy/a6pNuSnki6EBFP\nS1+vS3pH0kFJ75cHAKAh7pzOn16tViva7XbTwwCAmWJ7IyJaw5bjG8MAkBghAACJEQIAkBghAACJ\nEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIA\nkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkBgh\nAACJEQIAkBghAACJEQIAkBghAACJEQIAkBghAACJEQIAkNjQELB9zPa3bN+2fcv2V0v9s7av2f6o\nPB+utLlke9P2HdsvVupP2b5Z5r1p23uzWQCAOuocCTyR9DsRcVLSGUkXbJ+UdFHS9YhYlnS9TKvM\nW5X0gqQVSW/Z3lf6elvSa5KWy2NljNsCABjR0BCIiAcR8fel/ANJH0palHRW0lpZbE3SS6V8VtKV\niHgcER9L2pR02vZRSYci4oOICEnvVtoAABow0jUB28cl/YKkb0s6EhEPyqxPJB0p5UVJ9yrN7pe6\nxVLuru+1nvO227bb29vbowwRADCC2iFg+yck/aWk346IR9V55ZN9jGtQEXE5IloR0VpYWBhXtwCA\nLrVCwPYX1AmAP4+IvyrVn5ZTPCrPD0v9lqRjleZLpW6rlLvrAQANqXN3kCX9qaQPI+IPKrOuSjpX\nyuckvVepX7V9wPYJdS4A3yinjh7ZPlP6fKXSBgDQgP01lvmSpN+UdNP2d0vd1yS9IWnd9quS7kp6\nWZIi4pbtdUm31bmz6EJEPC3tXpf0jqSDkt4vDwBAQ9w5nT+9Wq1WtNvtpocBADPF9kZEtIYtxzeG\nASAxQgAAEiMEACAxQgAAEiMEACAxQgAAEiMEACAxQgAAEiMEACAxQgAAEiMEACAxQgAAEiMEMFXs\npkcA5EIIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihAAA\nJEYIAEBihAAAJEYIAEBihAAAJEYIAEBihADmAv+RDNgZQgAAEiMEACAxQgAAEiMEACAxQgAAEhsa\nAra/Yfuh7X+q1D1r+5rtj8rz4cq8S7Y3bd+x/WKl/pTtm2Xemzb3cwBA0+ocCbwjaaWr7qKk6xGx\nLOl6mZbtk5JWJb1Q2rxle19p87ak1yQtl0d3nwCACRsaAhHxt5L+vav6rKS1Ul6T9FKl/kpEPI6I\njyVtSjpt+6ikQxHxQUSEpHcrbQAADdnpNYEjEfGglD+RdKSUFyXdqyx3v9QtlnJ3PQCgQbu+MFw+\n2ccYxvJ/bJ+33bbd3t7eHmfXAICKnYbAp+UUj8rzw1K/JelYZbmlUrdVyt31PUXE5YhoRURrYWFh\nh0MEAAyz0xC4KulcKZ+T9F6lftX2Adsn1LkAfKOcOnpk+0y5K+iVShsAQEP2D1vA9l9I+iVJz9m+\nL+n3JL0had32q5LuSnpZkiLilu11SbclPZF0ISKelq5eV+dOo4OS3i8PAECD3DmlP71arVa02+2m\nh4EJsaWd7JI7bQf0M+v7lO2NiGgNW45vDGNs+PofMHsIAQBIjBDA2HFEAMwOQgAAEiMEACAxQgAA\nEiMEACAxQgAAEiMEACAxQgAAEiMEACAxQgAAEiMEsGf45jAw/QgBAEiMEACAxAgBAEiMEACAxAgB\nAEiMEMCucRcQMLsIAQCN4QNE8wgBAEiMEJgSfCIC0ARCAAASIwQSy3T0kWlbgVEQAgCQGCEAAIkR\nAgCQGCEAAIkRAkBiXDAHITBh/NIBmCaEwIwjVADsBiEATLE6IZ/tg0C27d1rhAAAJEYIJMenKiA3\nQgAAEiMEgDkzr0d387pdTSMERjAtO2H3OKZlXABmz8RDwPaK7Tu2N21fnPT6gV5mLUh7jXfWtgHT\nYaIhYHufpD+W9CuSTkr6ddsnJzmGzHiTANBt0kcCpyVtRsS/RMT/SLoi6eyExzC1Mr5Jz/I2z8pp\nuWkd1yB7NeZpfy0+G98kx7l/cquSJC1KuleZvi/pF7sXsn1e0nlJev7553e8MluK+P/P3XrVd7cZ\n1kcvvdr2Wl/3/DrrrU5X21Wnu/vqt+5e6xz02g17var99hpbv7aflXutv59e4+q3/XX62kmbYWMf\n9LPr11/1ud9r371MdRv6ve69xtI95s/U3d8H/a7U6aff+uv8Xg5bf91tqtPHKD+z3bxHdP8MJ2Eq\nLwxHxOWIaEVEa2FhYQ/6//wOV310L9truvrcXe73S9lrfb3mD1pPv52jTh/Dlhuk33bW2Wl7te03\nv9eY+r3Ww7aj3/YPGk+/fuvuH4PW3289w/aZYcuOatR9YJR9blD//bZj2HqHrWenr8ewn3t338P2\n+WG/5+MY816Y9JHAlqRjlemlUjcR3Sk9yo4/jjfSOur2s9tf5GHt93onHXU7B70pjnud/dbbr5+6\nIVqn7zrtR9HvTafuG3B1etAR3ajjGbV+lPEPe5MetP/s5PUZ9FrV7bvJMJj0kcB3JC3bPmH7xySt\nSrq6Vyvb6xd7GlJ8J2Z13OPWdMDNglE/LQ9qn8lOPig0ZaJHAhHxxPZvSfprSfskfSMibu39evd6\nDcD02Yv9fppOY2A8HFP+07S9LenuDpufGudYAGDCNnbR9mciYuhF1akPgd2wPb8bB2DuRcSe3yw6\nlXcHAQAmgxAAgMQmfYvopHE6CAAGmOtrAgCAwTgdBACJzWUI2P6O7eh6/FHT4wKAaTN3IVD+XPWJ\nMvnfkn5Qyj/bzIgAYHrNXQio8+eq/6OU/03S90v5cDPDAYDpNY93By1KOlTKS5X6DxsYCwBMtXk8\nEjilzmmgkPSkUv+VZoYDANNrHkPgp8tD6vyROkl6Kk4HAcDnzN33BGzvV+e/l/2UpB+pEwAHJH0v\nIk4MagsA2czdNYHy56p/qM5RzjPqbGNI+nqjAwOAKTR3RwIAgPrm8ZoAAKAmQgAAEiMEACAxQgAA\nEiMEACAxQgAAEiMEACAxQgAAEvtfoii+v1rtYTcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11690a5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.bar(range(len(df_traffic_percent['12:00-1:00 AM'])), df_traffic_percent['12:00-1:00 AM'], color='blue')\n",
    "plt.xticks(range(len(df_traffic_percent['12:00-1:00 AM'])), range(0,10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}