Day_Traffic_Visualization.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df = 'Cleaned_Traffic_Count.csv'\n",
    "df = pd.read_csv(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# Import matplotlib - the main python plotting package\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Import numpy functions for generating test data to plot\n",
    "import numpy as np\n",
    "from numpy.random import rand\n",
    "\n",
    "# This magic command plots figures directly in the notebook\n",
    "%matplotlib inline\n",
    "# This sets a higher resolution for figures\n",
    "%config InlineBackend.figure_format = 'retina'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "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>12:00-1:00 AM</th>\n",
       "      <th>Total Traffic</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>106</td>\n",
       "      <td>5391.0</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>109</td>\n",
       "      <td>4085.0</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>36</td>\n",
       "      <td>5867.0</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>42</td>\n",
       "      <td>6172.0</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>35</td>\n",
       "      <td>5597.0</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>33</td>\n",
       "      <td>5302.0</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>35</td>\n",
       "      <td>6448.0</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>110</td>\n",
       "      <td>5504.0</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>114</td>\n",
       "      <td>4171.0</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>38</td>\n",
       "      <td>5989.0</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>43</td>\n",
       "      <td>6326.0</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>38</td>\n",
       "      <td>5696.0</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>37</td>\n",
       "      <td>5338.0</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>132</td>\n",
       "      <td>5121.0</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>126</td>\n",
       "      <td>4056.0</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>59</td>\n",
       "      <td>5546.0</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>62</td>\n",
       "      <td>5784.0</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>67</td>\n",
       "      <td>5389.0</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>49</td>\n",
       "      <td>5361.0</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>76</td>\n",
       "      <td>5301.0</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>121</td>\n",
       "      <td>5173.0</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>126</td>\n",
       "      <td>4174.0</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>23</td>\n",
       "      <td>5222.0</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>33</td>\n",
       "      <td>3289.0</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>6</td>\n",
       "      <td>3016.0</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>13</td>\n",
       "      <td>2911.0</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>89</td>\n",
       "      <td>7148.0</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>99</td>\n",
       "      <td>5166.0</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>51</td>\n",
       "      <td>5774.0</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>30</td>\n",
       "      <td>6337.0</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>1141</td>\n",
       "      <td>34697.0</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>812</td>\n",
       "      <td>47502.0</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>419</td>\n",
       "      <td>46805.0</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>408</td>\n",
       "      <td>48843.0</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>459</td>\n",
       "      <td>54334.0</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>34</td>\n",
       "      <td>3082.0</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>28</td>\n",
       "      <td>2517.0</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>25</td>\n",
       "      <td>1354.0</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>51</td>\n",
       "      <td>1092.0</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>78</td>\n",
       "      <td>1039.0</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>115</td>\n",
       "      <td>1442.0</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>18</td>\n",
       "      <td>1311.0</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>20</td>\n",
       "      <td>1334.0</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>12</td>\n",
       "      <td>1617.0</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>32</td>\n",
       "      <td>3165.0</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>38</td>\n",
       "      <td>2437.0</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>16</td>\n",
       "      <td>1721.0</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>31</td>\n",
       "      <td>1412.0</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>34</td>\n",
       "      <td>1257.0</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>23</td>\n",
       "      <td>1377.0</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>18</td>\n",
       "      <td>1476.0</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>27</td>\n",
       "      <td>1513.0</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>18</td>\n",
       "      <td>1587.0</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>8</td>\n",
       "      <td>1663.0</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>19</td>\n",
       "      <td>1344.0</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>11</td>\n",
       "      <td>1120.0</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>14</td>\n",
       "      <td>1263.0</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>13</td>\n",
       "      <td>1340.0</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>12</td>\n",
       "      <td>1403.0</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>20</td>\n",
       "      <td>1474.0</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  12:00-1:00 AM  \\\n",
       "0              0  02/02/2013   Saturday        2153        NB            106   \n",
       "1              1  02/03/2013     Sunday        2153        NB            109   \n",
       "2              2  02/04/2013     Monday        2153        NB             36   \n",
       "3              3  02/05/2013    Tuesday        2153        NB             42   \n",
       "4              4  02/06/2013  Wednesday        2153        NB             35   \n",
       "5              5  02/07/2013   Thursday        2153        NB             33   \n",
       "6              6  02/08/2013     Friday        2153        NB             35   \n",
       "7              7  02/09/2013   Saturday        2153        NB            110   \n",
       "8              8  02/10/2013     Sunday        2153        NB            114   \n",
       "9              9  02/11/2013     Monday        2153        NB             38   \n",
       "10            10  02/12/2013    Tuesday        2153        NB             43   \n",
       "11            11  02/13/2013  Wednesday        2153        NB             38   \n",
       "12            12  02/14/2013   Thursday        2153        NB             37   \n",
       "13            13  02/02/2013   Saturday        2153        SB            132   \n",
       "14            14  02/03/2013     Sunday        2153        SB            126   \n",
       "15            15  02/04/2013     Monday        2153        SB             59   \n",
       "16            16  02/05/2013    Tuesday        2153        SB             62   \n",
       "17            17  02/06/2013  Wednesday        2153        SB             67   \n",
       "18            18  02/07/2013   Thursday        2153        SB             49   \n",
       "19            19  02/08/2013     Friday        2153        SB             76   \n",
       "20            20  02/09/2013   Saturday        2153        SB            121   \n",
       "21            21  02/10/2013     Sunday        2153        SB            126   \n",
       "22            22  02/11/2013     Monday        2153        SB             23   \n",
       "23            23  02/12/2013    Tuesday        2153        SB             33   \n",
       "24            24  02/13/2013  Wednesday        2153        SB              6   \n",
       "25            25  02/14/2013   Thursday        2153        SB             13   \n",
       "26            26  09/29/2012   Saturday        6644        NB             89   \n",
       "27            27  09/30/2012     Sunday        6644        NB             99   \n",
       "28            28  10/01/2012     Monday        6644        NB             51   \n",
       "29            29  10/02/2012    Tuesday        6644        NB             30   \n",
       "...          ...         ...        ...         ...       ...            ...   \n",
       "5915        5915  02/03/2013     Sunday      179545        WB           1141   \n",
       "5916        5916  02/04/2013     Monday      179545        WB            812   \n",
       "5917        5917  02/05/2013    Tuesday      179545        WB            419   \n",
       "5918        5918  02/06/2013  Wednesday      179545        WB            408   \n",
       "5919        5919  02/07/2013   Thursday      179545        WB            459   \n",
       "5920        5920  10/27/2012   Saturday      179547        WB             34   \n",
       "5921        5921  10/28/2012     Sunday      179547        WB             28   \n",
       "5922        5922  02/01/2013     Friday      179547       WB              25   \n",
       "5923        5923  02/02/2013   Saturday      179547       WB              51   \n",
       "5924        5924  02/03/2013     Sunday      179547       WB              78   \n",
       "5925        5925  02/04/2013     Monday      179547       WB             115   \n",
       "5926        5926  02/05/2013    Tuesday      179547       WB              18   \n",
       "5927        5927  02/06/2013  Wednesday      179547       WB              20   \n",
       "5928        5928  02/07/2013   Thursday      179547       WB              12   \n",
       "5929        5929  10/27/2012   Saturday      179545        EB             32   \n",
       "5930        5930  10/28/2012     Sunday      179545        EB             38   \n",
       "5931        5931  02/01/2013     Friday      179545       EB              16   \n",
       "5932        5932  02/02/2013   Saturday      179545       EB              31   \n",
       "5933        5933  02/03/2013     Sunday      179545       EB              34   \n",
       "5934        5934  02/04/2013     Monday      179545       EB              23   \n",
       "5935        5935  02/05/2013    Tuesday      179545       EB              18   \n",
       "5936        5936  02/06/2013  Wednesday      179545       EB              27   \n",
       "5937        5937  02/07/2013   Thursday      179545       EB              18   \n",
       "5938        5938  02/01/2013     Friday      179545        WB              8   \n",
       "5939        5939  02/02/2013   Saturday      179545        WB             19   \n",
       "5940        5940  02/03/2013     Sunday      179545        WB             11   \n",
       "5941        5941  02/04/2013     Monday      179545        WB             14   \n",
       "5942        5942  02/05/2013    Tuesday      179545        WB             13   \n",
       "5943        5943  02/06/2013  Wednesday      179545        WB             12   \n",
       "5944        5944  02/07/2013   Thursday      179545        WB             20   \n",
       "\n",
       "      Total Traffic  1:00-2:00AM  2:00-3:00AM  3:00-4:00AM ...   6:00-7:00PM  \\\n",
       "0            5391.0           74         45.0         29.0 ...           379   \n",
       "1            4085.0           74         55.0         37.0 ...           242   \n",
       "2            5867.0           28         11.0         16.0 ...           425   \n",
       "3            6172.0           28         16.0         12.0 ...           446   \n",
       "4            5597.0           38         12.0         14.0 ...           401   \n",
       "5            5302.0           26         14.0         22.0 ...           356   \n",
       "6            6448.0           28         18.0         14.0 ...           531   \n",
       "7            5504.0           73         46.0         32.0 ...           387   \n",
       "8            4171.0           77         58.0         40.0 ...           246   \n",
       "9            5989.0           30         15.0         19.0 ...           433   \n",
       "10           6326.0           32         20.0         15.0 ...           454   \n",
       "11           5696.0           41         16.0         16.0 ...           409   \n",
       "12           5338.0           29         18.0         23.0 ...           394   \n",
       "13           5121.0           88         63.0         39.0 ...           336   \n",
       "14           4056.0           89         72.0         42.0 ...           255   \n",
       "15           5546.0           30         13.0         10.0 ...           390   \n",
       "16           5784.0           27         11.0         10.0 ...           434   \n",
       "17           5389.0           29         16.0         14.0 ...           426   \n",
       "18           5361.0           30          8.0         23.0 ...           367   \n",
       "19           5301.0           36         23.0         16.0 ...           418   \n",
       "20           5173.0           60         62.0         35.0 ...           340   \n",
       "21           4174.0           98         77.0         33.0 ...           275   \n",
       "22           5222.0           15         11.0         23.0 ...           355   \n",
       "23           3289.0           17          3.0         17.0 ...           221   \n",
       "24           3016.0            7          1.0          9.0 ...           220   \n",
       "25           2911.0            2          3.0         10.0 ...           230   \n",
       "26           7148.0           40         33.0         32.0 ...           492   \n",
       "27           5166.0           66         41.0         33.0 ...           231   \n",
       "28           5774.0           35         24.0         18.0 ...           436   \n",
       "29           6337.0           20         14.0         18.0 ...           418   \n",
       "...             ...          ...          ...          ... ...           ...   \n",
       "5915        34697.0          523        263.0        204.0 ...          2403   \n",
       "5916        47502.0          393        233.0        271.0 ...          2647   \n",
       "5917        46805.0          292        245.0        296.0 ...          2455   \n",
       "5918        48843.0          250        236.0        286.0 ...          2783   \n",
       "5919        54334.0          293        284.0        336.0 ...          2896   \n",
       "5920         3082.0           16         15.0         16.0 ...           244   \n",
       "5921         2517.0           23         19.0         16.0 ...           187   \n",
       "5922         1354.0           15          4.0         14.0 ...            71   \n",
       "5923         1092.0           21         29.0          3.0 ...            94   \n",
       "5924         1039.0           22         19.0         17.0 ...            78   \n",
       "5925         1442.0           28          7.0          2.0 ...            83   \n",
       "5926         1311.0           14          2.0          5.0 ...            70   \n",
       "5927         1334.0           12          6.0          4.0 ...            73   \n",
       "5928         1617.0           15         11.0          9.0 ...           115   \n",
       "5929         3165.0           27         19.0         20.0 ...           314   \n",
       "5930         2437.0           29         26.0         29.0 ...           173   \n",
       "5931         1721.0           20         10.0         16.0 ...           124   \n",
       "5932         1412.0           24         20.0          7.0 ...            88   \n",
       "5933         1257.0           36         32.0         16.0 ...            90   \n",
       "5934         1377.0           17          7.0          4.0 ...            98   \n",
       "5935         1476.0           11          9.0          3.0 ...           128   \n",
       "5936         1513.0            9          8.0          9.0 ...           126   \n",
       "5937         1587.0           14          8.0          7.0 ...           120   \n",
       "5938         1663.0           14          7.0          9.0 ...            97   \n",
       "5939         1344.0           14         11.0          6.0 ...            84   \n",
       "5940         1120.0           17         22.0          8.0 ...            65   \n",
       "5941         1263.0           15          7.0          4.0 ...            71   \n",
       "5942         1340.0            9          5.0          3.0 ...            88   \n",
       "5943         1403.0            8          1.0          8.0 ...           109   \n",
       "5944         1474.0           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": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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GAAAg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\nz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      "text/plain": [
       "<matplotlib.figure.Figure at 0x224b2cafbe0>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 626,
       "width": 926
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = df[['Weekday','Total Traffic']].plot(kind='bar', title =\"Total NYC Traffic by Day\", figsize=(15, 10), legend=True, fontsize=12)\n",
    "ax.set_xlabel(\"Weekday\", fontsize=12)\n",
    "\n",
    "ax.set_ylabel(\"Traffic Count\", fontsize=12)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'DataFrame' object has no attribute 'name'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-9-317ef9c9b9a7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mfig\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0max\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msubplots\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mnames\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0munique\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreset_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgroupby\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'name'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'Date'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'High'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlegent\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnames\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mC:\\Users\\Harsh\\Anaconda3\\lib\\site-packages\\pandas\\core\\generic.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m   2742\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_info_axis\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m   2743\u001b[0m                 \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2744\u001b[0;31m             \u001b[1;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2745\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m   2746\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'DataFrame' object has no attribute 'name'"
     ]
    },
    {
     "data": {
      "image/png": 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SJ0yxTgAA6N1UR/DflSHuL22tXdBae11r7TlJrk5yRpKrDmWyqqokf5zkviTvnmiNAADQ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\nRZhvzfAi299srd3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      "text/plain": [
       "<matplotlib.figure.Figure at 0x224ad82a7f0>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 252,
       "width": 380
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "names = df.name.unique()\n",
    "df.reset_index().groupby('name').plot(x='Date', y='High', ax=ax)\n",
    "plt.legent(names)\n",
    "plt.show()"
   ]
  },
  {
   "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,
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}