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@groakat
Created November 15, 2015 12:00
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%qtconsole"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import datetime as dt"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"df = pd.read_csv('Route 109 2014-05.csv')"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"def filter_nan_entries(df):\n",
" return df.iloc[np.all(df.notnull(), axis=1)]\n",
"\n",
"def get_journeys(df): \n",
" journeys = np.split(df, np.where(np.diff(df[\"STOPSEQUENCE\"])<= 0)[0]+1)\n",
" \n",
" return journeys\n",
"\n",
"\n",
"def get_all_stop_transitions(df):\n",
" journeys = get_journeys(df)\n",
" transitions = set()\n",
" for journey in journeys: \n",
" transitions.update(list(zip(journey.iloc[:-1][\"BUS_STOP_CODE\"], journey.iloc[1:][\"BUS_STOP_CODE\"])))\n",
" \n",
" return transitions\n",
"\n",
"\n",
"def collade_transition_times(df, dt1, dt2, transition):\n",
" start = transition[0]\n",
" stop = transition[1]\n",
" locs = np.where(np.all(np.asarray([df.iloc[:-1][\"BUS_STOP_CODE\"] == start,\n",
" np.asarray(df.iloc[1:][\"BUS_STOP_CODE\"] == stop)]), axis=0))\n",
" filtered_dt1 = dt1[locs]\n",
" filtered_dt2 = dt2[locs]\n",
" filtered_dept_time = df.iloc[locs][\"OBSERVED_DEPARTURE_TIME\"]\n",
" filtered_dist = df.iloc[locs][\"SCHEDULEDDISTANCE\"]\n",
"\n",
"\n",
" times = (filtered_dt1 - filtered_dt2).astype(\"timedelta64[ms]\").astype(int) / 1000.0\n",
" \n",
" \n",
" return list(zip(filtered_dept_time, filtered_dist / times, filtered_dist, times))\n",
"\n",
"def compute_travel_times(df):\n",
" dt1 = pd.to_datetime(df['OBSERVED_DEPARTURE_TIME']).dt.to_pydatetime()\n",
" dt2 = pd.to_datetime(df['OBSERVED_ARRIVAL_TIME']).dt.to_pydatetime()\n",
" \n",
" return dt1, dt2\n",
" \n",
"\n",
"def calculate_stop_transition_time(df):\n",
" df = filter_nan_entries(df)\n",
" transitions = get_all_stop_transitions(df)\n",
" \n",
" dt1, dt2 = compute_travel_times(df) \n",
" \n",
" times = {}\n",
" for transition in transitions:\n",
" times[transition] = collade_transition_times(df, dt1, dt2, transition)\n",
" \n",
" return times\n",
"\n",
"\n",
"def get_bus_stops(df):\n",
" return set(df[\"BUS_STOP_CODE\"])\n",
"\n",
"\n",
"def get_bus_stop_occupation_matrix(bs):\n",
" return np.zeros((len(bs), (60 * 24 * 31)))\n",
"\n",
"\n",
"def split_date(date_str):\n",
" days, time = date_str.split(\" \")\n",
" d, mth, y = [int(x) for x in days.split(\"/\")]\n",
" \n",
" h, m, s = [int(x) for x in time.split(\":\")]\n",
" \n",
" return d, mth, y, h, m, s\n",
" \n",
" \n",
"\n",
"def extract_day_from_timestamp(date_str):\n",
" days, time = date_str.split(\" \")\n",
" \n",
" return days\n",
" \n",
"\n",
"def get_time_map(df):\n",
" d, mth, y, h, m, s = split_date(df.iloc[0][\"OBSERVED_DEPARTURE_TIME\"])\n",
" start_day = pd.Timestamp(\"{}-{}-{} 00:00:00\".format(y, mth, d, h, m))\n",
" d, mth, y, h, m, s = split_date(df.iloc[-1][\"OBSERVED_DEPARTURE_TIME\"])\n",
" stop_day = pd.Timestamp(\"{}-{}-{} 23:59:00\".format(y, mth, d, h, m))\n",
" \n",
" \n",
" time_map = pd.date_range(start_day, \n",
" stop_day, freq='min').tolist()\n",
" \n",
" \n",
" return dict(zip(time_map, range(len(time_map))))\n",
"\n",
"# def matrix_idx(d, h, m, s):\n",
"# idx = (60 * 24) * (d-1) + 60 * h + m\n",
" \n",
"# if np.isnan(idx):\n",
"# 1/0\n",
" \n",
"# return idx\n",
"\n",
"def matrix_idx(time_map, date_str):\n",
" d, mth, y, h, m, s = split_date(date_str)\n",
" floored_date_time = pd.Timestamp(\"{}-{}-{} {}:{}:00\".format(y, mth, d, h, m))\n",
" return time_map[pd.Timestamp(floored_date_time)]\n",
" \n",
"\n",
"\n",
"def calculate_bus_stop_occupation(df):\n",
" journeys = get_journeys(df)\n",
" bs_1 = journeys[0][\"BUS_STOP_CODE\"].tolist() \n",
" bs_2 = journeys[-1][\"BUS_STOP_CODE\"].tolist()\n",
" \n",
" df = filter_nan_entries(df)\n",
" time_map = get_time_map(df)\n",
" \n",
" mat = get_bus_stop_occupation_matrix(bs_1 + bs_2)\n",
" \n",
"# starts = np.asarray(df.apply(lambda x: matrix_idx(*split_date(x[\"OBSERVED_ARRIVAL_TIME\"])), axis=1))\n",
"# stops = np.asarray(df.apply(lambda x: matrix_idx(*split_date(x[\"OBSERVED_DEPARTURE_TIME\"])), axis=1))\n",
" \n",
" starts = np.asarray(df.apply(lambda x: matrix_idx(time_map, x[\"OBSERVED_ARRIVAL_TIME\"]), axis=1))\n",
" stops = np.asarray(df.apply(lambda x: matrix_idx(time_map, x[\"OBSERVED_DEPARTURE_TIME\"]), axis=1))\n",
" \n",
" bs_direction = df[\"DIRECTION\"] == 1\n",
" \n",
" for i, bus_stop in enumerate(bs_1):\n",
" df_idc = np.where((df[\"BUS_STOP_CODE\"] == bus_stop) & bs_direction)[0]\n",
" start = starts[df_idc]\n",
" stop = stops[df_idc]\n",
" \n",
" for srt, stp in zip(start, stop): \n",
" mat[i, slice(srt, stp)] += 1\n",
" \n",
" for i, bus_stop in enumerate(bs_2):\n",
" df_idc = np.where((df[\"BUS_STOP_CODE\"] == bus_stop) & ~bs_direction)[0]\n",
" start = starts[df_idc]\n",
" stop = stops[df_idc]\n",
" \n",
" for srt, stp in zip(start, stop): \n",
" mat[i + len(bs_1), slice(srt, stp)] += 1\n",
" \n",
" return mat, time_map\n",
"\n",
" \n",
"\n",
"def get_index_slice(time_map, arrival_time, dept_time):\n",
" start_idx = pd.Timestamp(arrival_time)\n",
" stop_idx = pd.Timestamp(dept_time)\n",
" return slice(time_map[start_idx], time_map[stop_idx])\n",
"\n",
"\n",
"def get_heat_map(time_map, mat, start_dt, stop_dt):\n",
" idx_slice = get_index_slice(time_map, start_dt, stop_dt)\n",
" return np.sum(mat[:, idx_slice], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 129,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"df_clean = filter_nan_entries(df)"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>ROUTE</th>\n",
" <th>DIRECTION</th>\n",
" <th>TRIPNR</th>\n",
" <th>UNSCHEDULED</th>\n",
" <th>SCHEDULEDDEPARTURETIME</th>\n",
" <th>OBSERVED_ARRIVAL_TIME</th>\n",
" <th>OBSERVED_DEPARTURE_TIME</th>\n",
" <th>BUS_STOP_CODE</th>\n",
" <th>BUS_STOP_DESC</th>\n",
" <th>STOPSEQUENCE</th>\n",
" <th>SCHEDULEDDISTANCE</th>\n",
" <th>SCHED_DIST_IN_TRIP</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:15:00</td>\n",
" <td>01/05/2014 04:14:09</td>\n",
" <td>01/05/2014 04:14:09</td>\n",
" <td>BP1549</td>\n",
" <td>Croydon Library</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:16:00</td>\n",
" <td>01/05/2014 04:14:53</td>\n",
" <td>01/05/2014 04:14:53</td>\n",
" <td>SL33</td>\n",
" <td>Park Street</td>\n",
" <td>2</td>\n",
" <td>214</td>\n",
" <td>214</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:17:00</td>\n",
" <td>01/05/2014 04:16:35</td>\n",
" <td>01/05/2014 04:16:41</td>\n",
" <td>10813</td>\n",
" <td>Whitgift Centre</td>\n",
" <td>3</td>\n",
" <td>362</td>\n",
" <td>576</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:19:00</td>\n",
" <td>01/05/2014 04:18:02</td>\n",
" <td>01/05/2014 04:18:02</td>\n",
" <td>R0852</td>\n",
" <td>West Croydon Bus Station</td>\n",
" <td>4</td>\n",
" <td>507</td>\n",
" <td>1083</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:20:00</td>\n",
" <td>01/05/2014 04:18:53</td>\n",
" <td>01/05/2014 04:20:19</td>\n",
" <td>BP2000</td>\n",
" <td>West Croydon Station</td>\n",
" <td>5</td>\n",
" <td>267</td>\n",
" <td>1350</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:21:00</td>\n",
" <td>01/05/2014 04:20:48</td>\n",
" <td>01/05/2014 04:20:48</td>\n",
" <td>15112</td>\n",
" <td>Montague Road</td>\n",
" <td>6</td>\n",
" <td>239</td>\n",
" <td>1589</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:23:00</td>\n",
" <td>01/05/2014 04:21:41</td>\n",
" <td>01/05/2014 04:21:49</td>\n",
" <td>4417</td>\n",
" <td>Sumner Road</td>\n",
" <td>7</td>\n",
" <td>442</td>\n",
" <td>2031</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:23:00</td>\n",
" <td>01/05/2014 04:22:26</td>\n",
" <td>01/05/2014 04:22:26</td>\n",
" <td>15110</td>\n",
" <td>Broad Green Avenue</td>\n",
" <td>8</td>\n",
" <td>194</td>\n",
" <td>2225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:24:00</td>\n",
" <td>01/05/2014 04:22:53</td>\n",
" <td>01/05/2014 04:22:53</td>\n",
" <td>25866</td>\n",
" <td>Canterbury Road</td>\n",
" <td>9</td>\n",
" <td>198</td>\n",
" <td>2423</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:26:00</td>\n",
" <td>01/05/2014 04:23:43</td>\n",
" <td>01/05/2014 04:23:43</td>\n",
" <td>15108</td>\n",
" <td>Croydon University Hospital</td>\n",
" <td>10</td>\n",
" <td>390</td>\n",
" <td>2813</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:27:00</td>\n",
" <td>01/05/2014 04:25:03</td>\n",
" <td>01/05/2014 04:25:06</td>\n",
" <td>26981</td>\n",
" <td>Thornton Heath Pond</td>\n",
" <td>11</td>\n",
" <td>338</td>\n",
" <td>3151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:28:00</td>\n",
" <td>01/05/2014 04:25:47</td>\n",
" <td>01/05/2014 04:25:47</td>\n",
" <td>15106</td>\n",
" <td>Colliers Water Lane</td>\n",
" <td>12</td>\n",
" <td>288</td>\n",
" <td>3439</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:29:00</td>\n",
" <td>01/05/2014 04:26:20</td>\n",
" <td>01/05/2014 04:26:49</td>\n",
" <td>15600</td>\n",
" <td>Langdale Road</td>\n",
" <td>13</td>\n",
" <td>290</td>\n",
" <td>3729</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:30:00</td>\n",
" <td>01/05/2014 04:27:43</td>\n",
" <td>01/05/2014 04:27:44</td>\n",
" <td>1164</td>\n",
" <td>Galpins Road</td>\n",
" <td>14</td>\n",
" <td>440</td>\n",
" <td>4169</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:31:00</td>\n",
" <td>01/05/2014 04:28:35</td>\n",
" <td>01/05/2014 04:28:35</td>\n",
" <td>15104</td>\n",
" <td>Ederline Avenue</td>\n",
" <td>15</td>\n",
" <td>294</td>\n",
" <td>4463</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:32:00</td>\n",
" <td>01/05/2014 04:29:29</td>\n",
" <td>01/05/2014 04:30:10</td>\n",
" <td>15102</td>\n",
" <td>Tylecroft Road</td>\n",
" <td>16</td>\n",
" <td>443</td>\n",
" <td>4906</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:33:00</td>\n",
" <td>01/05/2014 04:31:03</td>\n",
" <td>01/05/2014 04:31:03</td>\n",
" <td>4425</td>\n",
" <td>Norbury Station</td>\n",
" <td>17</td>\n",
" <td>380</td>\n",
" <td>5286</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:34:00</td>\n",
" <td>01/05/2014 04:32:00</td>\n",
" <td>01/05/2014 04:32:00</td>\n",
" <td>15602</td>\n",
" <td>Hermitage Lane</td>\n",
" <td>18</td>\n",
" <td>403</td>\n",
" <td>5689</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:35:00</td>\n",
" <td>01/05/2014 04:32:39</td>\n",
" <td>01/05/2014 04:32:39</td>\n",
" <td>1833</td>\n",
" <td>Arragon Gardens</td>\n",
" <td>19</td>\n",
" <td>294</td>\n",
" <td>5983</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:36:00</td>\n",
" <td>01/05/2014 04:33:18</td>\n",
" <td>01/05/2014 04:33:18</td>\n",
" <td>15100</td>\n",
" <td>Kempshott Road</td>\n",
" <td>20</td>\n",
" <td>292</td>\n",
" <td>6275</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:37:00</td>\n",
" <td>01/05/2014 04:33:51</td>\n",
" <td>01/05/2014 04:33:51</td>\n",
" <td>4868</td>\n",
" <td>Streatham Common / Greyhound Lane</td>\n",
" <td>21</td>\n",
" <td>251</td>\n",
" <td>6526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:39:00</td>\n",
" <td>01/05/2014 04:35:10</td>\n",
" <td>01/05/2014 04:35:11</td>\n",
" <td>25860</td>\n",
" <td>Streatham Station</td>\n",
" <td>22</td>\n",
" <td>486</td>\n",
" <td>7012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:40:00</td>\n",
" <td>01/05/2014 04:37:02</td>\n",
" <td>01/05/2014 04:37:20</td>\n",
" <td>SL37</td>\n",
" <td>St Leonard's Church</td>\n",
" <td>23</td>\n",
" <td>365</td>\n",
" <td>7377</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:42:00</td>\n",
" <td>01/05/2014 04:39:24</td>\n",
" <td>01/05/2014 04:39:44</td>\n",
" <td>4865</td>\n",
" <td>Becmead Avenue</td>\n",
" <td>24</td>\n",
" <td>517</td>\n",
" <td>7894</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:43:00</td>\n",
" <td>01/05/2014 04:40:37</td>\n",
" <td>01/05/2014 04:40:47</td>\n",
" <td>2403</td>\n",
" <td>Kingscourt Road</td>\n",
" <td>25</td>\n",
" <td>196</td>\n",
" <td>8090</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:43:00</td>\n",
" <td>01/05/2014 04:41:23</td>\n",
" <td>01/05/2014 04:41:23</td>\n",
" <td>36915</td>\n",
" <td>Mount Ephraim Road</td>\n",
" <td>26</td>\n",
" <td>161</td>\n",
" <td>8251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:45:00</td>\n",
" <td>01/05/2014 04:42:13</td>\n",
" <td>01/05/2014 04:42:20</td>\n",
" <td>25856</td>\n",
" <td>Streatham Hill Stn / Streatham Hill</td>\n",
" <td>27</td>\n",
" <td>408</td>\n",
" <td>8659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:45:00</td>\n",
" <td>01/05/2014 04:42:46</td>\n",
" <td>01/05/2014 04:42:46</td>\n",
" <td>1764</td>\n",
" <td>Barrhill Road</td>\n",
" <td>28</td>\n",
" <td>163</td>\n",
" <td>8822</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:46:00</td>\n",
" <td>01/05/2014 04:43:27</td>\n",
" <td>01/05/2014 04:43:42</td>\n",
" <td>25666</td>\n",
" <td>Telford Avenue</td>\n",
" <td>29</td>\n",
" <td>248</td>\n",
" <td>9070</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>109</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>01/05/2014 04:47:00</td>\n",
" <td>01/05/2014 04:44:50</td>\n",
" <td>01/05/2014 04:44:50</td>\n",
" <td>43</td>\n",
" <td>Christchurch Road</td>\n",
" <td>30</td>\n",
" <td>194</td>\n",
" <td>9264</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378250</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:03:00</td>\n",
" <td>01/06/2014 01:05:05</td>\n",
" <td>01/06/2014 01:05:56</td>\n",
" <td>27495</td>\n",
" <td>Telford Avenue</td>\n",
" <td>10</td>\n",
" <td>256</td>\n",
" <td>2747</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378251</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:04:00</td>\n",
" <td>01/06/2014 01:06:40</td>\n",
" <td>01/06/2014 01:06:49</td>\n",
" <td>29450</td>\n",
" <td>Streatham Hill Stn / Streatham Hill</td>\n",
" <td>11</td>\n",
" <td>312</td>\n",
" <td>3059</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378252</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:05:00</td>\n",
" <td>01/06/2014 01:07:40</td>\n",
" <td>01/06/2014 01:07:40</td>\n",
" <td>464</td>\n",
" <td>Leigham Court Road</td>\n",
" <td>12</td>\n",
" <td>266</td>\n",
" <td>3325</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378253</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:06:00</td>\n",
" <td>01/06/2014 01:08:20</td>\n",
" <td>01/06/2014 01:08:27</td>\n",
" <td>3019</td>\n",
" <td>Mount Ephraim Road</td>\n",
" <td>13</td>\n",
" <td>143</td>\n",
" <td>3468</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378254</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:06:00</td>\n",
" <td>01/06/2014 01:08:58</td>\n",
" <td>01/06/2014 01:08:58</td>\n",
" <td>2404</td>\n",
" <td>Kingscourt Road</td>\n",
" <td>14</td>\n",
" <td>138</td>\n",
" <td>3606</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378255</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:07:00</td>\n",
" <td>01/06/2014 01:10:05</td>\n",
" <td>01/06/2014 01:10:12</td>\n",
" <td>466</td>\n",
" <td>Becmead Avenue</td>\n",
" <td>15</td>\n",
" <td>273</td>\n",
" <td>3879</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378256</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:09:00</td>\n",
" <td>01/06/2014 01:11:45</td>\n",
" <td>01/06/2014 01:12:01</td>\n",
" <td>468</td>\n",
" <td>St Leonard's Church</td>\n",
" <td>16</td>\n",
" <td>476</td>\n",
" <td>4355</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378257</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:10:00</td>\n",
" <td>01/06/2014 01:13:06</td>\n",
" <td>01/06/2014 01:13:11</td>\n",
" <td>716</td>\n",
" <td>Streatham Station</td>\n",
" <td>17</td>\n",
" <td>359</td>\n",
" <td>4714</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378258</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:11:00</td>\n",
" <td>01/06/2014 01:13:32</td>\n",
" <td>01/06/2014 01:13:32</td>\n",
" <td>35036</td>\n",
" <td>Streatham United Reformed Church</td>\n",
" <td>18</td>\n",
" <td>153</td>\n",
" <td>4867</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378259</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:12:00</td>\n",
" <td>01/06/2014 01:15:09</td>\n",
" <td>01/06/2014 01:15:16</td>\n",
" <td>474</td>\n",
" <td>Streatham Common / Greyhound Lane</td>\n",
" <td>19</td>\n",
" <td>339</td>\n",
" <td>5206</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378260</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:13:00</td>\n",
" <td>01/06/2014 01:16:06</td>\n",
" <td>01/06/2014 01:16:06</td>\n",
" <td>1832</td>\n",
" <td>Arragon Gardens</td>\n",
" <td>20</td>\n",
" <td>485</td>\n",
" <td>5691</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378261</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:14:00</td>\n",
" <td>01/06/2014 01:16:54</td>\n",
" <td>01/06/2014 01:17:02</td>\n",
" <td>15101</td>\n",
" <td>Hermitage Lane</td>\n",
" <td>21</td>\n",
" <td>297</td>\n",
" <td>5988</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378262</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:15:00</td>\n",
" <td>01/06/2014 01:17:37</td>\n",
" <td>01/06/2014 01:17:42</td>\n",
" <td>24404</td>\n",
" <td>Norbury Station</td>\n",
" <td>22</td>\n",
" <td>230</td>\n",
" <td>6218</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378263</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:16:00</td>\n",
" <td>01/06/2014 01:18:39</td>\n",
" <td>01/06/2014 01:18:58</td>\n",
" <td>25865</td>\n",
" <td>St Helen's Road</td>\n",
" <td>23</td>\n",
" <td>347</td>\n",
" <td>6565</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378264</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:17:00</td>\n",
" <td>01/06/2014 01:19:31</td>\n",
" <td>01/06/2014 01:20:08</td>\n",
" <td>R0543</td>\n",
" <td>Tylecroft Road</td>\n",
" <td>24</td>\n",
" <td>194</td>\n",
" <td>6759</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378265</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:18:00</td>\n",
" <td>01/06/2014 01:21:20</td>\n",
" <td>01/06/2014 01:21:24</td>\n",
" <td>15105</td>\n",
" <td>Ederline Avenue</td>\n",
" <td>25</td>\n",
" <td>430</td>\n",
" <td>7189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378266</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:19:00</td>\n",
" <td>01/06/2014 01:22:22</td>\n",
" <td>01/06/2014 01:22:36</td>\n",
" <td>4419</td>\n",
" <td>London Road / Galpins Road</td>\n",
" <td>26</td>\n",
" <td>486</td>\n",
" <td>7675</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378267</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:20:00</td>\n",
" <td>01/06/2014 01:23:07</td>\n",
" <td>01/06/2014 01:23:07</td>\n",
" <td>15601</td>\n",
" <td>Heathview Road</td>\n",
" <td>27</td>\n",
" <td>227</td>\n",
" <td>7902</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378268</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:20:00</td>\n",
" <td>01/06/2014 01:23:40</td>\n",
" <td>01/06/2014 01:23:47</td>\n",
" <td>15107</td>\n",
" <td>Langdale Road</td>\n",
" <td>28</td>\n",
" <td>186</td>\n",
" <td>8088</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378269</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:21:00</td>\n",
" <td>01/06/2014 01:24:24</td>\n",
" <td>01/06/2014 01:24:32</td>\n",
" <td>807</td>\n",
" <td>Colliers Water Lane</td>\n",
" <td>29</td>\n",
" <td>188</td>\n",
" <td>8276</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378270</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:22:00</td>\n",
" <td>01/06/2014 01:25:53</td>\n",
" <td>01/06/2014 01:26:04</td>\n",
" <td>37002</td>\n",
" <td>Thornton Heath Pond</td>\n",
" <td>30</td>\n",
" <td>357</td>\n",
" <td>8633</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378271</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:22:00</td>\n",
" <td>01/06/2014 01:26:24</td>\n",
" <td>01/06/2014 01:26:24</td>\n",
" <td>R0525</td>\n",
" <td>Dunheved Road North</td>\n",
" <td>31</td>\n",
" <td>135</td>\n",
" <td>8768</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378272</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:23:00</td>\n",
" <td>01/06/2014 01:27:06</td>\n",
" <td>01/06/2014 01:27:12</td>\n",
" <td>1441</td>\n",
" <td>Croydon University Hospital</td>\n",
" <td>32</td>\n",
" <td>301</td>\n",
" <td>9069</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378273</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:24:00</td>\n",
" <td>01/06/2014 01:28:05</td>\n",
" <td>01/06/2014 01:28:10</td>\n",
" <td>15111</td>\n",
" <td>Broad Green Avenue</td>\n",
" <td>33</td>\n",
" <td>374</td>\n",
" <td>9443</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378274</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:26:00</td>\n",
" <td>01/06/2014 01:29:29</td>\n",
" <td>01/06/2014 01:29:29</td>\n",
" <td>4418</td>\n",
" <td>Sumner Road</td>\n",
" <td>34</td>\n",
" <td>370</td>\n",
" <td>9813</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378275</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:26:00</td>\n",
" <td>01/06/2014 01:30:02</td>\n",
" <td>01/06/2014 01:30:11</td>\n",
" <td>15113</td>\n",
" <td>Montague Road</td>\n",
" <td>35</td>\n",
" <td>187</td>\n",
" <td>10000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378276</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:27:00</td>\n",
" <td>01/06/2014 01:31:07</td>\n",
" <td>01/06/2014 01:31:16</td>\n",
" <td>4420</td>\n",
" <td>West Croydon Station</td>\n",
" <td>36</td>\n",
" <td>316</td>\n",
" <td>10316</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378277</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:28:00</td>\n",
" <td>01/06/2014 01:32:14</td>\n",
" <td>01/06/2014 01:32:14</td>\n",
" <td>BP1916</td>\n",
" <td>Poplar Walk</td>\n",
" <td>37</td>\n",
" <td>292</td>\n",
" <td>10608</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378278</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:29:00</td>\n",
" <td>01/06/2014 01:32:51</td>\n",
" <td>01/06/2014 01:32:51</td>\n",
" <td>34317</td>\n",
" <td>Whitgift Centre</td>\n",
" <td>38</td>\n",
" <td>242</td>\n",
" <td>10850</td>\n",
" </tr>\n",
" <tr>\n",
" <th>378279</th>\n",
" <td>109</td>\n",
" <td>2</td>\n",
" <td>358</td>\n",
" <td>0</td>\n",
" <td>01/06/2014 01:31:00</td>\n",
" <td>01/06/2014 01:34:30</td>\n",
" <td>01/06/2014 01:34:48</td>\n",
" <td>BP2081</td>\n",
" <td>Park Street</td>\n",
" <td>39</td>\n",
" <td>493</td>\n",
" <td>11343</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>378280 rows × 12 columns</p>\n",
"</div>"
],
"text/plain": [
" ROUTE DIRECTION TRIPNR UNSCHEDULED SCHEDULEDDEPARTURETIME \\\n",
"0 109 1 3 0 01/05/2014 04:15:00 \n",
"1 109 1 3 0 01/05/2014 04:16:00 \n",
"2 109 1 3 0 01/05/2014 04:17:00 \n",
"3 109 1 3 0 01/05/2014 04:19:00 \n",
"4 109 1 3 0 01/05/2014 04:20:00 \n",
"5 109 1 3 0 01/05/2014 04:21:00 \n",
"6 109 1 3 0 01/05/2014 04:23:00 \n",
"7 109 1 3 0 01/05/2014 04:23:00 \n",
"8 109 1 3 0 01/05/2014 04:24:00 \n",
"9 109 1 3 0 01/05/2014 04:26:00 \n",
"10 109 1 3 0 01/05/2014 04:27:00 \n",
"11 109 1 3 0 01/05/2014 04:28:00 \n",
"12 109 1 3 0 01/05/2014 04:29:00 \n",
"13 109 1 3 0 01/05/2014 04:30:00 \n",
"14 109 1 3 0 01/05/2014 04:31:00 \n",
"15 109 1 3 0 01/05/2014 04:32:00 \n",
"16 109 1 3 0 01/05/2014 04:33:00 \n",
"17 109 1 3 0 01/05/2014 04:34:00 \n",
"18 109 1 3 0 01/05/2014 04:35:00 \n",
"19 109 1 3 0 01/05/2014 04:36:00 \n",
"20 109 1 3 0 01/05/2014 04:37:00 \n",
"21 109 1 3 0 01/05/2014 04:39:00 \n",
"22 109 1 3 0 01/05/2014 04:40:00 \n",
"23 109 1 3 0 01/05/2014 04:42:00 \n",
"24 109 1 3 0 01/05/2014 04:43:00 \n",
"25 109 1 3 0 01/05/2014 04:43:00 \n",
"26 109 1 3 0 01/05/2014 04:45:00 \n",
"27 109 1 3 0 01/05/2014 04:45:00 \n",
"28 109 1 3 0 01/05/2014 04:46:00 \n",
"29 109 1 3 0 01/05/2014 04:47:00 \n",
"... ... ... ... ... ... \n",
"378250 109 2 358 0 01/06/2014 01:03:00 \n",
"378251 109 2 358 0 01/06/2014 01:04:00 \n",
"378252 109 2 358 0 01/06/2014 01:05:00 \n",
"378253 109 2 358 0 01/06/2014 01:06:00 \n",
"378254 109 2 358 0 01/06/2014 01:06:00 \n",
"378255 109 2 358 0 01/06/2014 01:07:00 \n",
"378256 109 2 358 0 01/06/2014 01:09:00 \n",
"378257 109 2 358 0 01/06/2014 01:10:00 \n",
"378258 109 2 358 0 01/06/2014 01:11:00 \n",
"378259 109 2 358 0 01/06/2014 01:12:00 \n",
"378260 109 2 358 0 01/06/2014 01:13:00 \n",
"378261 109 2 358 0 01/06/2014 01:14:00 \n",
"378262 109 2 358 0 01/06/2014 01:15:00 \n",
"378263 109 2 358 0 01/06/2014 01:16:00 \n",
"378264 109 2 358 0 01/06/2014 01:17:00 \n",
"378265 109 2 358 0 01/06/2014 01:18:00 \n",
"378266 109 2 358 0 01/06/2014 01:19:00 \n",
"378267 109 2 358 0 01/06/2014 01:20:00 \n",
"378268 109 2 358 0 01/06/2014 01:20:00 \n",
"378269 109 2 358 0 01/06/2014 01:21:00 \n",
"378270 109 2 358 0 01/06/2014 01:22:00 \n",
"378271 109 2 358 0 01/06/2014 01:22:00 \n",
"378272 109 2 358 0 01/06/2014 01:23:00 \n",
"378273 109 2 358 0 01/06/2014 01:24:00 \n",
"378274 109 2 358 0 01/06/2014 01:26:00 \n",
"378275 109 2 358 0 01/06/2014 01:26:00 \n",
"378276 109 2 358 0 01/06/2014 01:27:00 \n",
"378277 109 2 358 0 01/06/2014 01:28:00 \n",
"378278 109 2 358 0 01/06/2014 01:29:00 \n",
"378279 109 2 358 0 01/06/2014 01:31:00 \n",
"\n",
" OBSERVED_ARRIVAL_TIME OBSERVED_DEPARTURE_TIME BUS_STOP_CODE \\\n",
"0 01/05/2014 04:14:09 01/05/2014 04:14:09 BP1549 \n",
"1 01/05/2014 04:14:53 01/05/2014 04:14:53 SL33 \n",
"2 01/05/2014 04:16:35 01/05/2014 04:16:41 10813 \n",
"3 01/05/2014 04:18:02 01/05/2014 04:18:02 R0852 \n",
"4 01/05/2014 04:18:53 01/05/2014 04:20:19 BP2000 \n",
"5 01/05/2014 04:20:48 01/05/2014 04:20:48 15112 \n",
"6 01/05/2014 04:21:41 01/05/2014 04:21:49 4417 \n",
"7 01/05/2014 04:22:26 01/05/2014 04:22:26 15110 \n",
"8 01/05/2014 04:22:53 01/05/2014 04:22:53 25866 \n",
"9 01/05/2014 04:23:43 01/05/2014 04:23:43 15108 \n",
"10 01/05/2014 04:25:03 01/05/2014 04:25:06 26981 \n",
"11 01/05/2014 04:25:47 01/05/2014 04:25:47 15106 \n",
"12 01/05/2014 04:26:20 01/05/2014 04:26:49 15600 \n",
"13 01/05/2014 04:27:43 01/05/2014 04:27:44 1164 \n",
"14 01/05/2014 04:28:35 01/05/2014 04:28:35 15104 \n",
"15 01/05/2014 04:29:29 01/05/2014 04:30:10 15102 \n",
"16 01/05/2014 04:31:03 01/05/2014 04:31:03 4425 \n",
"17 01/05/2014 04:32:00 01/05/2014 04:32:00 15602 \n",
"18 01/05/2014 04:32:39 01/05/2014 04:32:39 1833 \n",
"19 01/05/2014 04:33:18 01/05/2014 04:33:18 15100 \n",
"20 01/05/2014 04:33:51 01/05/2014 04:33:51 4868 \n",
"21 01/05/2014 04:35:10 01/05/2014 04:35:11 25860 \n",
"22 01/05/2014 04:37:02 01/05/2014 04:37:20 SL37 \n",
"23 01/05/2014 04:39:24 01/05/2014 04:39:44 4865 \n",
"24 01/05/2014 04:40:37 01/05/2014 04:40:47 2403 \n",
"25 01/05/2014 04:41:23 01/05/2014 04:41:23 36915 \n",
"26 01/05/2014 04:42:13 01/05/2014 04:42:20 25856 \n",
"27 01/05/2014 04:42:46 01/05/2014 04:42:46 1764 \n",
"28 01/05/2014 04:43:27 01/05/2014 04:43:42 25666 \n",
"29 01/05/2014 04:44:50 01/05/2014 04:44:50 43 \n",
"... ... ... ... \n",
"378250 01/06/2014 01:05:05 01/06/2014 01:05:56 27495 \n",
"378251 01/06/2014 01:06:40 01/06/2014 01:06:49 29450 \n",
"378252 01/06/2014 01:07:40 01/06/2014 01:07:40 464 \n",
"378253 01/06/2014 01:08:20 01/06/2014 01:08:27 3019 \n",
"378254 01/06/2014 01:08:58 01/06/2014 01:08:58 2404 \n",
"378255 01/06/2014 01:10:05 01/06/2014 01:10:12 466 \n",
"378256 01/06/2014 01:11:45 01/06/2014 01:12:01 468 \n",
"378257 01/06/2014 01:13:06 01/06/2014 01:13:11 716 \n",
"378258 01/06/2014 01:13:32 01/06/2014 01:13:32 35036 \n",
"378259 01/06/2014 01:15:09 01/06/2014 01:15:16 474 \n",
"378260 01/06/2014 01:16:06 01/06/2014 01:16:06 1832 \n",
"378261 01/06/2014 01:16:54 01/06/2014 01:17:02 15101 \n",
"378262 01/06/2014 01:17:37 01/06/2014 01:17:42 24404 \n",
"378263 01/06/2014 01:18:39 01/06/2014 01:18:58 25865 \n",
"378264 01/06/2014 01:19:31 01/06/2014 01:20:08 R0543 \n",
"378265 01/06/2014 01:21:20 01/06/2014 01:21:24 15105 \n",
"378266 01/06/2014 01:22:22 01/06/2014 01:22:36 4419 \n",
"378267 01/06/2014 01:23:07 01/06/2014 01:23:07 15601 \n",
"378268 01/06/2014 01:23:40 01/06/2014 01:23:47 15107 \n",
"378269 01/06/2014 01:24:24 01/06/2014 01:24:32 807 \n",
"378270 01/06/2014 01:25:53 01/06/2014 01:26:04 37002 \n",
"378271 01/06/2014 01:26:24 01/06/2014 01:26:24 R0525 \n",
"378272 01/06/2014 01:27:06 01/06/2014 01:27:12 1441 \n",
"378273 01/06/2014 01:28:05 01/06/2014 01:28:10 15111 \n",
"378274 01/06/2014 01:29:29 01/06/2014 01:29:29 4418 \n",
"378275 01/06/2014 01:30:02 01/06/2014 01:30:11 15113 \n",
"378276 01/06/2014 01:31:07 01/06/2014 01:31:16 4420 \n",
"378277 01/06/2014 01:32:14 01/06/2014 01:32:14 BP1916 \n",
"378278 01/06/2014 01:32:51 01/06/2014 01:32:51 34317 \n",
"378279 01/06/2014 01:34:30 01/06/2014 01:34:48 BP2081 \n",
"\n",
" BUS_STOP_DESC STOPSEQUENCE SCHEDULEDDISTANCE \\\n",
"0 Croydon Library 1 0 \n",
"1 Park Street 2 214 \n",
"2 Whitgift Centre 3 362 \n",
"3 West Croydon Bus Station 4 507 \n",
"4 West Croydon Station 5 267 \n",
"5 Montague Road 6 239 \n",
"6 Sumner Road 7 442 \n",
"7 Broad Green Avenue 8 194 \n",
"8 Canterbury Road 9 198 \n",
"9 Croydon University Hospital 10 390 \n",
"10 Thornton Heath Pond 11 338 \n",
"11 Colliers Water Lane 12 288 \n",
"12 Langdale Road 13 290 \n",
"13 Galpins Road 14 440 \n",
"14 Ederline Avenue 15 294 \n",
"15 Tylecroft Road 16 443 \n",
"16 Norbury Station 17 380 \n",
"17 Hermitage Lane 18 403 \n",
"18 Arragon Gardens 19 294 \n",
"19 Kempshott Road 20 292 \n",
"20 Streatham Common / Greyhound Lane 21 251 \n",
"21 Streatham Station 22 486 \n",
"22 St Leonard's Church 23 365 \n",
"23 Becmead Avenue 24 517 \n",
"24 Kingscourt Road 25 196 \n",
"25 Mount Ephraim Road 26 161 \n",
"26 Streatham Hill Stn / Streatham Hill 27 408 \n",
"27 Barrhill Road 28 163 \n",
"28 Telford Avenue 29 248 \n",
"29 Christchurch Road 30 194 \n",
"... ... ... ... \n",
"378250 Telford Avenue 10 256 \n",
"378251 Streatham Hill Stn / Streatham Hill 11 312 \n",
"378252 Leigham Court Road 12 266 \n",
"378253 Mount Ephraim Road 13 143 \n",
"378254 Kingscourt Road 14 138 \n",
"378255 Becmead Avenue 15 273 \n",
"378256 St Leonard's Church 16 476 \n",
"378257 Streatham Station 17 359 \n",
"378258 Streatham United Reformed Church 18 153 \n",
"378259 Streatham Common / Greyhound Lane 19 339 \n",
"378260 Arragon Gardens 20 485 \n",
"378261 Hermitage Lane 21 297 \n",
"378262 Norbury Station 22 230 \n",
"378263 St Helen's Road 23 347 \n",
"378264 Tylecroft Road 24 194 \n",
"378265 Ederline Avenue 25 430 \n",
"378266 London Road / Galpins Road 26 486 \n",
"378267 Heathview Road 27 227 \n",
"378268 Langdale Road 28 186 \n",
"378269 Colliers Water Lane 29 188 \n",
"378270 Thornton Heath Pond 30 357 \n",
"378271 Dunheved Road North 31 135 \n",
"378272 Croydon University Hospital 32 301 \n",
"378273 Broad Green Avenue 33 374 \n",
"378274 Sumner Road 34 370 \n",
"378275 Montague Road 35 187 \n",
"378276 West Croydon Station 36 316 \n",
"378277 Poplar Walk 37 292 \n",
"378278 Whitgift Centre 38 242 \n",
"378279 Park Street 39 493 \n",
"\n",
" SCHED_DIST_IN_TRIP \n",
"0 0 \n",
"1 214 \n",
"2 576 \n",
"3 1083 \n",
"4 1350 \n",
"5 1589 \n",
"6 2031 \n",
"7 2225 \n",
"8 2423 \n",
"9 2813 \n",
"10 3151 \n",
"11 3439 \n",
"12 3729 \n",
"13 4169 \n",
"14 4463 \n",
"15 4906 \n",
"16 5286 \n",
"17 5689 \n",
"18 5983 \n",
"19 6275 \n",
"20 6526 \n",
"21 7012 \n",
"22 7377 \n",
"23 7894 \n",
"24 8090 \n",
"25 8251 \n",
"26 8659 \n",
"27 8822 \n",
"28 9070 \n",
"29 9264 \n",
"... ... \n",
"378250 2747 \n",
"378251 3059 \n",
"378252 3325 \n",
"378253 3468 \n",
"378254 3606 \n",
"378255 3879 \n",
"378256 4355 \n",
"378257 4714 \n",
"378258 4867 \n",
"378259 5206 \n",
"378260 5691 \n",
"378261 5988 \n",
"378262 6218 \n",
"378263 6565 \n",
"378264 6759 \n",
"378265 7189 \n",
"378266 7675 \n",
"378267 7902 \n",
"378268 8088 \n",
"378269 8276 \n",
"378270 8633 \n",
"378271 8768 \n",
"378272 9069 \n",
"378273 9443 \n",
"378274 9813 \n",
"378275 10000 \n",
"378276 10316 \n",
"378277 10608 \n",
"378278 10850 \n",
"378279 11343 \n",
"\n",
"[378280 rows x 12 columns]"
]
},
"execution_count": 110,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"mat,bs_1, bs_2 = calculate_bus_stop_occupation(df)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false,
"scrolled": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x11cafdbd0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x11c73e290>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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"QmCC\n"
],
"text/plain": [
"<matplotlib.figure.Figure at 0x11bd1ab50>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x11b2a47d0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x1078b3950>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10de72450>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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