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cds-amal/MTAServiceAlert Exploration.ipynb

Created March 26, 2015 16:15
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MTAServiceAlert Exploration.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 157,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import re\n",
"from bs4 import BeautifulSoup as Soup\n",
"import pprint"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Delays\n",
" 02/22/2015 8:41AM \n",
"Due to a train with mechanical problems at 49 St, \n",
"southbound [Q] trains are running with delays.\n",
"Allow additional travel time.\n"
]
}
],
"source": [
"fragment_good = '''<span class=\"TitleDelay\">Delays</span>\n",
"<span class=\"DateStyle\"> 02/22/2015 8:41AM </span>\n",
"<p>Due to a train with mechanical problems at <strong>49 St</strong>, \n",
"southbound [Q] trains are running with delays.</p>\n",
"<p>Allow additional travel time.</p>'''\n",
"\n",
"good_text = Soup(fragment_good).get_text()\n",
"print(good_text)"
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Delays\n",
"Posted: 03/16/2015 8:15AM\n",
"Following an earlier incident at E 180 St, \n",
"[2] and [5] train service has resumed with residual delays.\n"
]
}
],
"source": [
"fragment_bad = '''<span class=\"TitleDelay\">Delays</span>\n",
"<span class=\"DateStyle\">Posted: 03/16/2015 8:15AM</span>\n",
"Following an earlier incident at <STRONG>E 180 St</STRONG>, \n",
"[2] and [5] train service has resumed with residual delays.'''\n",
"\n",
"bad_text = Soup(fragment_bad).get_text()\n",
"print(bad_text)"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"rex = '(?P<notice>.+)(?=\\d\\d.\\d\\d.\\d\\d)(?P<datetime>[\\d/:\\s]+(AM|PM))(?P<info>.+)$'\n",
"rex = re.compile(rex, re.IGNORECASE|re.MULTILINE|re.DOTALL)"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'datetime': '03/16/2015 8:15AM',\n",
" 'info': '\\n'\n",
" 'Following an earlier incident at E 180 St, \\n'\n",
" '[2] and [5] train service has resumed with residual delays.',\n",
" 'notice': 'Delays\\nPosted: '}\n"
]
}
],
"source": [
"pprint.pprint(rex.match(bad_text).groupdict())"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'datetime': '02/22/2015 8:41AM',\n",
" 'info': ' \\n'\n",
" 'Due to a train with mechanical problems at 49 St, \\n'\n",
" 'southbound [Q] trains are running with delays.\\n'\n",
" 'Allow additional travel time.',\n",
" 'notice': 'Delays\\n '}\n"
]
}
],
"source": [
"pprint.pprint(rex.match(good_text).groupdict())"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from IPython.display import HTML, display\n",
"from urllib.request import urlopen\n",
"html = urlopen(\"http://web.mta.info/status/serviceStatus.txt\").readall()"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {
"collapsed": false,
"scrolled": false
},
"outputs": [],
"source": [
"soup = Soup(html)"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"timestamp = soup.service.timestamp.get_text()\n",
"responsecode = soup.service.responsecode.get_text()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# What services exist?\n",
"\n",
"* subway\n",
"* bus\n",
"* bt\n",
" * bridge and tunnel?\n",
"* lirr\n",
"* metronorth"
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"None\n",
"responsecode\n",
"None\n",
"timestamp\n",
"None\n",
"subway\n",
"None\n",
"bus\n",
"None\n",
"bt\n",
"None\n",
"lirr\n",
"None\n",
"metronorth\n",
"None\n"
]
}
],
"source": [
"for child in soup.service.children:\n",
" print (child.name)"
]
},
{
"cell_type": "code",
"execution_count": 104,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"['subway', 'bus', 'bt', 'lirr', 'metronorth']"
]
},
"execution_count": 104,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"services = [s.name for s in soup.service.children]\n",
"services = [s for s in services if s and s not in ['timestamp', 'responsecode']]\n",
"services"
]
},
{
"cell_type": "code",
"execution_count": 164,
"metadata": {
"collapsed": false,
"scrolled": false
},
"outputs": [
{
"data": {
"text/html": [
"<H1>SUBWAY Status Information</H1>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '03/26/2015',\n",
" 'name': '123',\n",
" 'status': 'DELAYS',\n",
" 'text': 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:07AM\\r\\n'\n",
" ' \\r\\n'\n",
" ' Following an earlier inicdent at 145 St, [1] train service has '\n",
" 'resumed with residual delays.\\r\\n'\n",
" ' ',\n",
" 'time': '10:07AM'}\n"
]
},
{
"data": {
"text/html": [
"<h2>NAIVE regex extraction attempt</h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'datetime': '03/26/201510:07AM',\n",
" 'info': '\\r\\n'\n",
" ' \\r\\n'\n",
" ' Following an earlier inicdent at 145 St, [1] train service has '\n",
" 'resumed with residual delays.\\r\\n'\n",
" ' ',\n",
" 'notice': 'Delays\\n\\r\\n '}\n"
]
},
{
"data": {
"text/html": [
"<h2>HTML Render of Payload text</h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<span class=\"TitleDelay\">Delays</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:07AM\r\n",
" </span><br/><br/>\r\n",
" Following an earlier inicdent at <STRONG>145 St</STRONG>, [1] train service has resumed with residual delays.\r\n",
" <br/><br/>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': '456', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': '7', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'ACE', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '03/26/2015',\n",
" 'name': 'BDFM',\n",
" 'status': 'DELAYS',\n",
" 'text': 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:04AM\\r\\n'\n",
" ' \\n'\n",
" 'Due to signal problems at Avenue P, southbound [F] trains are '\n",
" 'running with delays.\\n'\n",
" 'Allow additional travel time.\\n',\n",
" 'time': '10:04AM'}\n"
]
},
{
"data": {
"text/html": [
"<h2>NAIVE regex extraction attempt</h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'datetime': '03/26/201510:04AM',\n",
" 'info': '\\r\\n'\n",
" ' \\n'\n",
" 'Due to signal problems at Avenue P, southbound [F] trains are '\n",
" 'running with delays.\\n'\n",
" 'Allow additional travel time.\\n',\n",
" 'notice': 'Delays\\n\\r\\n '}\n"
]
},
{
"data": {
"text/html": [
"<h2>HTML Render of Payload text</h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<span class=\"TitleDelay\">Delays</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:04AM\r\n",
" </span><br/><br/>\r\n",
" <P>Due to signal problems at <STRONG>Avenue P</STRONG>, southbound [F] trains are running with delays.</P>\r\n",
"<P>Allow additional travel time.</P>\r\n",
" <br/><br/>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'G', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'JZ', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'L', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '03/26/2015',\n",
" 'name': 'NQR',\n",
" 'status': 'PLANNED WORK',\n",
" 'text': 'Planned Work\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '[Q] No trains between 57 St-7 Av and Ditmars Blvd\\r\\n'\n",
" 'Days, 10 AM to 3 PM, Tue to Fri, Mar 24 - 27\\r\\n'\n",
" '\\n'\n",
" '[Q] service operates between Stillwell Av and 57 St-7 Av.\\r\\n'\n",
" '\\n'\n",
" ' Take the [N]* instead. Transfer between trains at Times Sq-42 St '\n",
" '(across the platform).\\r\\n'\n",
" '\\n'\n",
" '*Please review [N] advisories for additional information that may '\n",
" 'affect your trip.\\r\\n'\n",
" '\\n'\n",
" 'Alternate travel note:\\r\\n'\n",
" '[R] service is also available at 5 Av/59 St and Lexington Av/59 '\n",
" 'St.\\r\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'time': '10:13AM'}\n"
]
},
{
"data": {
"text/html": [
"<h2>HTML Render of Payload text</h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<span class=\"TitlePlannedWork\" >Planned Work</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(92497);>\r\n",
"<b>[Q] No trains between 57 St-7 Av and Ditmars Blvd\r\n",
"</a><br/><br/><div id= 92497 class=\"plannedWorkDetail\" ></b>Days, 10 AM to 3 PM, Tue to Fri, Mar 24 - 27\r\n",
"<br>\r\n",
"<br>[Q] service operates between <b>Stillwell Av</b> and <b>57 St-7 Av</b>.\r\n",
"<br>\r\n",
"<br>&#149; Take the [N]* instead. Transfer between trains at Times Sq-42 St (across the platform).\r\n",
"<br>\r\n",
"<br></font><i>*Please review [N] advisories for additional information that may affect your trip.\r\n",
"<br>\r\n",
"<br><b>Alternate travel note:\r\n",
"<br></b></i>[R] service is also available at 5 Av/59 St and Lexington Av/59 St.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/><br/>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'S', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '', 'name': 'SIR', 'status': 'GOOD SERVICE', 'text': '', 'time': ''}\n"
]
},
{
"data": {
"text/html": [
"<hr />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<H1>BUS Status Information</H1>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<h2>JSON Friendly dic/hash<h2>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '03/26/2015',\n",
" 'name': 'B1 - B84',\n",
" 'status': 'SERVICE CHANGE',\n",
" 'text': 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:13AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B11 buses are detoured due to road work on 4 Avand 50 St. \\n'\n",
" 'Detour is as follows:\\n'\n",
" 'Eastbound: Via 52 St, left on 5 Av, right on 50 St and regular '\n",
" 'route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:08AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B63 buses are running with delays in both directions, due to road '\n",
" 'work on 5 Av between 7 St and 8 St.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:07AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B26 buses are detoured, due to milling on Halsey St between Howard '\n",
" 'Avand Patchen Av.\\n'\n",
" 'Detour is as follows;\\n'\n",
" 'Westbound: Via Halsey St, right on Howard Av, left on Hancock St, '\n",
" 'left on Reid Av, right on Halsey St and regular route.\\n'\n",
" 'Eastbound: Via Halsey St, left on Reid St, right on Jefferson Av, '\n",
" 'right on Saratoga Av, left on Halsey St and regular route.\\n'\n",
" 'Corresponding stops will be made along detour route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B38/B38 LTD - Eastbound buses rerouted from Lafayette Av '\n",
" 'betweenStuyvesant Av and Malcolm X Blvd\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, buses make corresponding stops along the '\n",
" 'detoured route.\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Via Lafayette Av\\r\\n'\n",
" 'Right on Stuyvesant Av\\r\\n'\n",
" 'Left on Greene Av\\r\\n'\n",
" 'Left on Malcolm X Blvd\\r\\n'\n",
" 'Right on Lafayette Av then regular route\\n'\n",
" '\\n'\n",
" 'Reminder: B38 LTD buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B24 and B46/B46 LTD buses detoured from the Entrance on Broadway '\n",
" 'at Washington Plz Terminal\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, buses operate as follows:\\r\\n'\n",
" '\\n'\n",
" 'Via Broadway\\r\\n'\n",
" 'Right on Roebling St into Washington Plaza.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B20 and Q24 - Northbound/Westbound buses detoured from Van '\n",
" 'Sinderen Av at BroadwayJunction due to construction - No stops '\n",
" 'missed\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Via Jamaica Av\\r\\n'\n",
" 'Into Fulton St\\r\\n'\n",
" 'Right on Eastern Pkwy\\r\\n'\n",
" 'Left on Broadway then regular route\\n'\n",
" '\\n'\n",
" 'Reminder: B20 buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'time': '10:13AM'}\n"
]
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"{'datetime': '03/26/201510:07AM',\n",
" 'info': '\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B26 buses are detoured, due to milling on Halsey St between Howard '\n",
" 'Avand Patchen Av.\\n'\n",
" 'Detour is as follows;\\n'\n",
" 'Westbound: Via Halsey St, right on Howard Av, left on Hancock St, '\n",
" 'left on Reid Av, right on Halsey St and regular route.\\n'\n",
" 'Eastbound: Via Halsey St, left on Reid St, right on Jefferson Av, '\n",
" 'right on Saratoga Av, left on Halsey St and regular route.\\n'\n",
" 'Corresponding stops will be made along detour route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B38/B38 LTD - Eastbound buses rerouted from Lafayette Av '\n",
" 'betweenStuyvesant Av and Malcolm X Blvd\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, buses make corresponding stops along the '\n",
" 'detoured route.\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Via Lafayette Av\\r\\n'\n",
" 'Right on Stuyvesant Av\\r\\n'\n",
" 'Left on Greene Av\\r\\n'\n",
" 'Left on Malcolm X Blvd\\r\\n'\n",
" 'Right on Lafayette Av then regular route\\n'\n",
" '\\n'\n",
" 'Reminder: B38 LTD buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B24 and B46/B46 LTD buses detoured from the Entrance on Broadway '\n",
" 'at Washington Plz Terminal\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, buses operate as follows:\\r\\n'\n",
" '\\n'\n",
" 'Via Broadway\\r\\n'\n",
" 'Right on Roebling St into Washington Plaza.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B20 and Q24 - Northbound/Westbound buses detoured from Van '\n",
" 'Sinderen Av at BroadwayJunction due to construction - No stops '\n",
" 'missed\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Via Jamaica Av\\r\\n'\n",
" 'Into Fulton St\\r\\n'\n",
" 'Right on Eastern Pkwy\\r\\n'\n",
" 'Left on Broadway then regular route\\n'\n",
" '\\n'\n",
" 'Reminder: B20 buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'notice': 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:13AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B11 buses are detoured due to road work on 4 Avand 50 St. \\n'\n",
" 'Detour is as follows:\\n'\n",
" 'Eastbound: Via 52 St, left on 5 Av, right on 50 St and regular '\n",
" 'route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:08AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B63 buses are running with delays in both directions, due to '\n",
" 'road work on 5 Av between 7 St and 8 St.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' '}\n"
]
},
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"<span class=\"TitleServiceChange\" >Service Change</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:13AM\r\n",
" </span>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" <P><STRONG>B11</STRONG> buses are detoured due to road work on 4 Av and 50 St. </P>\r\n",
"<P>Detour is as follows:</P>\r\n",
"<P><STRONG>Eastbound</STRONG>: Via 52 St, left on 5 Av, right on 50 St and regular route.</P>\r\n",
"<P>Allow additional travel time.</P>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitleDelay\">Delays</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:08AM\r\n",
" </span>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" <P><STRONG>B63</STRONG> buses are running with delays in both directions, due to road work on 5 Av between 7 St and 8 St.</P>\r\n",
"<P>Allow additional travel time.</P>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitleServiceChange\" >Service Change</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:07AM\r\n",
" </span>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" <P><STRONG>B26</STRONG> buses are detoured, due to milling on Halsey St between Howard Av and Patchen Av.</P>\r\n",
"<P>Detour is as follows;</P>\r\n",
"<P><STRONG>Westbound</STRONG>: Via Halsey St, right on Howard Av, left on Hancock St, left on Reid Av, right on Halsey St and regular route.</P>\r\n",
"<P><STRONG>Eastbound</STRONG>: Via Halsey St, left on Reid St, right on Jefferson Av, right on Saratoga Av, left on Halsey St and regular route.</P>\r\n",
"<P>Corresponding stops will be made along detour route.</P>\r\n",
"<P>Allow additional travel time.</P>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(93500);>\r\n",
"<b>B38/B38</b> LTD<b> - Eastbound buses rerouted from Lafayette Av between<br clear= left>Stuyvesant Av and Malcolm X Blvd\r\n",
"</a><br/><br/><div id= 93500 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br>Due to construction, buses make corresponding stops along the detoured route.\r\n",
"<br>\r\n",
"<br><b><i><a style=\"cursor:pointer; text-decoration:underline;\" onclick=ShowHide(935000);>Show Reroute Details</a></i></b>\r\n",
"<br><div id=\"935000\"; style=\"display:none;\">Via Lafayette Av\r\n",
"<br>Right on Stuyvesant Av\r\n",
"<br>Left on Greene Av\r\n",
"<br>Left on Malcolm X Blvd\r\n",
"<br>Right on Lafayette Av then regular route</div>\r\n",
"<br>\r\n",
"<br><b>Reminder</b>: <a href=http://web.mta.info/nyct/bus/schedule/bkln/b038cur.pdf target=_blank><font color=#0000FF><b><u>B38 LTD</u></b></font></a> buses do not operate overnight.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(89552);>\r\n",
"<b>B24 and B46/B46 </b>LTD<b> buses detoured from the Entrance on Broadway at Washington Plz Terminal\r\n",
"</a><br/><br/><div id= 89552 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br>Due to <i>c</i>onstruction, buses operate as follows:\r\n",
"<br>\r\n",
"<br>Via Broadway\r\n",
"<br>Right on Roebling St into Washington Plaza.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(88492);>\r\n",
"<b>B20 and Q24 - Northbound/Westbound buses detoured from Van Sinderen Av at Broadway<br clear= left>Junction due to construction - No stops missed\r\n",
"</a><br/><br/><div id= 88492 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br><b><i><a style=\"cursor:pointer; text-decoration:underline;\" onclick=ShowHide(884920);>Show Reroute Details</a></i></b>\r\n",
"<br><div id=\"884920\"; style=\"display:none;\">Via Jamaica Av\r\n",
"<br>Into Fulton St\r\n",
"<br>Right on Eastern Pkwy\r\n",
"<br>Left on Broadway then regular route</div>\r\n",
"<br>\r\n",
"<br><b>Reminder</b>: <a href=http://web.mta.info/nyct/bus/schedule/bkln/b020cur.pdf target=_blank><font color=#0000FF><b><u>B20</u></b></font></a> buses do not operate overnight.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>"
],
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"{'date': '',\n",
" 'name': 'B100 - B103',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"text": [
"{'date': '',\n",
" 'name': 'BM1 - BM5',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
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"{'date': '',\n",
" 'name': 'BX1 - BX55',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"{'date': '',\n",
" 'name': 'BXM1 - BXM18',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
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"text": [
"{'date': '03/26/2015',\n",
" 'name': 'M1 - M116',\n",
" 'status': 'DELAYS',\n",
" 'text': 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:10AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M5 buses are running with delays inboth directions, due to heavy '\n",
" 'traffic on Broadway between Houston St and 34 St andon 6 Av '\n",
" 'between Leonard Stand Watts St. \\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M15/M15 SBS - Northbound bus stop on 1 Av at 28 St temporarily '\n",
" 'closed\\r\\n'\n",
" 'Until Summer 2015\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, please use nearby stops:\\r\\n'\n",
" '\\n'\n",
" 'M15: 1 Av at 25 St. \\r\\n'\n",
" 'M15 SBS: 1 Av at 24 St. \\r\\n'\n",
" '\\n'\n",
" 'Reminder: M15 SBS buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M15 - Northbound bus stop on 1 Av between E 86 St and E 87 St '\n",
" 'temporarily relocated\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, please use the temporary stop on 1 Av at E 87 '\n",
" 'St.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'time': '10:10AM'}\n"
]
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"{'datetime': '03/26/201510:10AM',\n",
" 'info': '\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M5 buses are running with delays inboth directions, due to heavy '\n",
" 'traffic on Broadway between Houston St and 34 St andon 6 Av '\n",
" 'between Leonard Stand Watts St. \\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M15/M15 SBS - Northbound bus stop on 1 Av at 28 St temporarily '\n",
" 'closed\\r\\n'\n",
" 'Until Summer 2015\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, please use nearby stops:\\r\\n'\n",
" '\\n'\n",
" 'M15: 1 Av at 25 St. \\r\\n'\n",
" 'M15 SBS: 1 Av at 24 St. \\r\\n'\n",
" '\\n'\n",
" 'Reminder: M15 SBS buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'M15 - Northbound bus stop on 1 Av between E 86 St and E 87 St '\n",
" 'temporarily relocated\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, please use the temporary stop on 1 Av at E 87 '\n",
" 'St.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'notice': 'Delays\\n\\r\\n '}\n"
]
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"text/html": [
"<span class=\"TitleDelay\">Delays</span>\r\n",
" <span class=\"DateStyle\">\r\n",
" &nbsp;Posted:&nbsp;03/26/2015&nbsp;10:10AM\r\n",
" </span>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" <P><STRONG>M5</STRONG> buses are running with delays in both directions, due to heavy traffic on Broadway between Houston St  and 34 St and on 6 Av between Leonard St and Watts St. </P>\r\n",
"<P>Allow additional travel time.</P>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(94619);>\r\n",
"<b>M15/M15 SBS - Northbound bus stop on 1 Av at 28 St temporarily closed\r\n",
"</a><br/><br/><div id= 94619 class=\"plannedWorkDetail\" ></b>Until Summer 2015\r\n",
"<br>\r\n",
"<br>Due to construction, please use nearby stops:\r\n",
"<br>\r\n",
"<br><b>M15: </b> 1 Av<b> </b>at 25 St. \r\n",
"<br><b>M15 SBS: </b> 1 Av at 24 St. \r\n",
"<br>\r\n",
"<br><b>Reminder</b>: <a href=http://web.mta.info/nyct/bus/schedule/manh/m015scur.pdf target=_blank><font color=#0000FF><b><u>M15 SBS </u></b></font></a> buses do not operate overnight.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(94109);>\r\n",
"<b>M15 - Northbound bus stop on 1 Av between E 86 St and E 87 St temporarily relocated\r\n",
"</a><br/><br/><div id= 94109 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br>Due to construction, please use the temporary stop <b>on 1 Av</b> at E 87 St.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>"
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"text": [
"{'date': '03/26/2015',\n",
" 'name': 'Q1 - Q113',\n",
" 'status': 'PLANNED WORK',\n",
" 'text': 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Q7 and Q41- Eastbound/Northbound stop on Liberty Av at 95 St '\n",
" 'temporarily closed\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to construction, please use the temporary stop on Cross Bay '\n",
" 'Blvd at Liberty Av.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Q66 Eastbound and Q100 LTD northbound buses detoured from 42 Rd '\n",
" 'between 27 St and Hunter St - No stops missed\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Due to road obstruction, buses may experience delays.\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Eastbound Q66\\r\\n'\n",
" 'Via 28 St\\r\\n'\n",
" 'Left on 42 Rd\\r\\n'\n",
" 'Right on Jackson Av\\r\\n'\n",
" 'Right on 43 Av\\r\\n'\n",
" 'Right on 23 Av then regular route\\r\\n'\n",
" '\\n'\n",
" 'Northbound Q100 LTD\\r\\n'\n",
" 'Via Jackson Av\\r\\n'\n",
" 'Right on 43 Av\\r\\n'\n",
" 'Right on 23 Av then regular route\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'Planned Detour\\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'B20 and Q24 - Northbound/Westbound buses detoured from Van '\n",
" 'Sinderen Av at BroadwayJunction due to construction - No stops '\n",
" 'missed\\r\\n'\n",
" 'Until further notice\\r\\n'\n",
" '\\n'\n",
" 'Show Reroute Details\\n'\n",
" 'Via Jamaica Av\\r\\n'\n",
" 'Into Fulton St\\r\\n'\n",
" 'Right on Eastern Pkwy\\r\\n'\n",
" 'Left on Broadway then regular route\\n'\n",
" '\\n'\n",
" 'Reminder: B20 buses do not operate overnight.\\r\\n'\n",
" '\\n'\n",
" '\\n'\n",
" '\\n',\n",
" 'time': '10:13AM'}\n"
]
},
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"<span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(92504);>\r\n",
"<b>Q7 and Q41- Eastbound/Northbound stop on Liberty Av at 95 St temporarily closed\r\n",
"</a><br/><br/><div id= 92504 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br>Due to construction, please use the temporary stop <b>on Cross Bay Blvd</b> at Liberty Av.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(94715);>\r\n",
"<b>Q66 Eastbound and Q100 </b>LTD<b> northbound </b> <b>buses detoured from 42 Rd between 27 St and Hunter St - No stops missed\r\n",
"</a><br/><br/><div id= 94715 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br>Due to road obstruction, buses may experience delays.\r\n",
"<br>\r\n",
"<br><b><i><a style=\"cursor:pointer; text-decoration:underline;\" onclick=ShowHide(947150);>Show Reroute Details</a></i></b>\r\n",
"<br><div id=\"947150\"; style=\"display:none;\"><b>Eastbound Q66\r\n",
"<br></b>Via 28 St\r\n",
"<br>Left on 42 Rd\r\n",
"<br>Right on Jackson Av\r\n",
"<br>Right on 43 Av\r\n",
"<br>Right on 23 Av then regular route\r\n",
"<br>\r\n",
"<br><b>Northbound Q100 LTD\r\n",
"<br></b>Via Jackson Av\r\n",
"<br>Right on 43 Av\r\n",
"<br>Right on 23 Av then regular route</div>\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Detour</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(88492);>\r\n",
"<b>B20 and Q24 - Northbound/Westbound buses detoured from Van Sinderen Av at Broadway<br clear= left>Junction due to construction - No stops missed\r\n",
"</a><br/><br/><div id= 88492 class=\"plannedWorkDetail\" ></b>Until further notice\r\n",
"<br>\r\n",
"<br><b><i><a style=\"cursor:pointer; text-decoration:underline;\" onclick=ShowHide(884920);>Show Reroute Details</a></i></b>\r\n",
"<br><div id=\"884920\"; style=\"display:none;\">Via Jamaica Av\r\n",
"<br>Into Fulton St\r\n",
"<br>Right on Eastern Pkwy\r\n",
"<br>Left on Broadway then regular route</div>\r\n",
"<br>\r\n",
"<br><b>Reminder</b>: <a href=http://web.mta.info/nyct/bus/schedule/bkln/b020cur.pdf target=_blank><font color=#0000FF><b><u>B20</u></b></font></a> buses do not operate overnight.\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/>\r\n",
" <br/>"
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" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
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"{'date': '03/26/2015',\n",
" 'name': 'S40 - S98',\n",
" 'status': 'SERVICE CHANGE',\n",
" 'text': 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/201510:07AM\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'S53 buses are detoured, due to milling on Broadway between '\n",
" 'Castleton Avand Delafield Av. \\n'\n",
" 'Detour is as follows:\\n'\n",
" '4 Av bound: Via Castleton Av, right on Bement Av, right on Forest '\n",
" 'Av, left on Broadway and regular route.\\n'\n",
" 'Port Richmond bound: Via Broadway, right on Forest Av, left on '\n",
" 'Bement Av, left on Castleton Av and regular route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n',\n",
" 'time': '10:07AM'}\n"
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"{'datetime': '03/26/201510:07AM',\n",
" 'info': '\\r\\n'\n",
" ' \\n'\n",
" '\\n'\n",
" '\\n'\n",
" 'S53 buses are detoured, due to milling on Broadway between '\n",
" 'Castleton Avand Delafield Av. \\n'\n",
" 'Detour is as follows:\\n'\n",
" '4 Av bound: Via Castleton Av, right on Bement Av, right on Forest '\n",
" 'Av, left on Broadway and regular route.\\n'\n",
" 'Port Richmond bound: Via Broadway, right on Forest Av, left on '\n",
" 'Bement Av, left on Castleton Av and regular route.\\n'\n",
" 'Allow additional travel time.\\n'\n",
" '\\n',\n",
" 'notice': 'Service Change\\n\\r\\n '}\n"
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" </span>\r\n",
" <br/>\r\n",
" <br/>\r\n",
" <P><STRONG>S53</STRONG> buses are detoured, due to milling on Broadway between Castleton Av and Delafield Av. </P>\r\n",
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" <br/>"
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"text": [
"{'date': '',\n",
" 'name': 'x1 - x68',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"text/html": [
"<H1>BT Status Information</H1>"
],
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"text": [
"{'date': '',\n",
" 'name': 'Bronx-Whitestone',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"text": [
"{'date': '',\n",
" 'name': 'Cross Bay',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
{
"data": {
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"text": [
"{'date': '',\n",
" 'name': 'Henry Hudson',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
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"{'date': '03/26/2015',\n",
" 'name': 'Hugh L. Carey',\n",
" 'status': 'SERVICE CHANGE',\n",
" 'text': 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/2015 5:40AM\\r\\n'\n",
" ' \\r\\n'\n",
" ' HOV Lane Open 6 AM to 10 AM. Two-Way Operations in effect. Three '\n",
" '(3) lanes Manhattan-bound. One (1) lane Brooklyn-bound.\\r\\n'\n",
" ' ',\n",
" 'time': ' 5:40AM'}\n"
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"text": [
"{'datetime': '03/26/2015 5:40AM',\n",
" 'info': '\\r\\n'\n",
" ' \\r\\n'\n",
" ' HOV Lane Open 6 AM to 10 AM. Two-Way Operations in effect. Three '\n",
" '(3) lanes Manhattan-bound. One (1) lane Brooklyn-bound.\\r\\n'\n",
" ' ',\n",
" 'notice': 'Service Change\\n\\r\\n '}\n"
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"<span class=\"TitleServiceChange\" >Service Change</span>\r\n",
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" HOV Lane Open 6 AM to 10 AM. Two-Way Operations in effect. Three (3) lanes Manhattan-bound. One (1) lane Brooklyn-bound.\r\n",
" <br/><br/>"
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"text": [
"{'date': '',\n",
" 'name': 'Marine Parkway',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
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"text": [
"{'date': '03/26/2015',\n",
" 'name': 'Queens Midtown',\n",
" 'status': 'DELAYS',\n",
" 'text': 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/2015 8:35AM\\r\\n'\n",
" ' \\r\\n'\n",
" ' OFF PROPERTY DELAYS AFFECTING THE QUEENS MIDTOWN TUNNEL - '\n",
" 'WESTBOUND (MANHATTAN BOUND). EXPECT DELAYS.\\r\\n'\n",
" ' \\n'\n",
" 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/2015 5:41AM\\r\\n'\n",
" ' \\r\\n'\n",
" ' HOV Lane Open 6 AM to 10 AM. Two-Way Operations in effect. Three '\n",
" '(3) lanes Manhattan-bound. One (1) lane Queens-bound.\\r\\n'\n",
" ' ',\n",
" 'time': ' 8:35AM'}\n"
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"text": [
"{'datetime': '03/26/2015 5:41AM',\n",
" 'info': '\\r\\n'\n",
" ' \\r\\n'\n",
" ' HOV Lane Open 6 AM to 10 AM. Two-Way Operations in effect. Three '\n",
" '(3) lanes Manhattan-bound. One (1) lane Queens-bound.\\r\\n'\n",
" ' ',\n",
" 'notice': 'Delays\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/26/2015 8:35AM\\r\\n'\n",
" ' \\r\\n'\n",
" ' OFF PROPERTY DELAYS AFFECTING THE QUEENS MIDTOWN TUNNEL - '\n",
" 'WESTBOUND (MANHATTAN BOUND). EXPECT DELAYS.\\r\\n'\n",
" ' \\n'\n",
" 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' '}\n"
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" <span class=\"DateStyle\">\r\n",
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"{'date': '03/17/2015',\n",
" 'name': 'Robert F. Kennedy',\n",
" 'status': 'SERVICE CHANGE',\n",
" 'text': 'Service Change\\n'\n",
" '\\r\\n'\n",
" ' Posted:03/17/2015 6:28AM\\r\\n'\n",
" ' \\r\\n'\n",
" \" One of two lanes on the Robert F. Kennedy Bridge's ramp leading \"\n",
" 'from the bridge to the Bruckner Expressway will be closed for '\n",
" 'repair work March 16 through April 13. One lane on the ramp will '\n",
" 'remain open at all times. \\n'\n",
" 'Motorists may experience delays and should allot extra travel '\n",
" 'time.\\n',\n",
" 'time': ' 6:28AM'}\n"
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"{'datetime': '03/17/2015 6:28AM',\n",
" 'info': '\\r\\n'\n",
" ' \\r\\n'\n",
" \" One of two lanes on the Robert F. Kennedy Bridge's ramp leading \"\n",
" 'from the bridge to the Bruckner Expressway will be closed for '\n",
" 'repair work March 16 through April 13. One lane on the ramp will '\n",
" 'remain open at all times. \\n'\n",
" 'Motorists may experience delays and should allot extra travel '\n",
" 'time.\\n',\n",
" 'notice': 'Service Change\\n\\r\\n '}\n"
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"<span class=\"TitleServiceChange\" >Service Change</span>\r\n",
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" </span><br/><br/>\r\n",
" One of two lanes on the Robert F. Kennedy Bridge's ramp leading <SPAN style=\"FONT-FAMILY: 'Arial','sans-serif'\">from the bridge to the Bruckner Expressway will be closed for repair work <B>March 16 through April 13. </B>One lane on the ramp will remain open at all times. </SPAN>\r\n",
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"{'date': '',\n",
" 'name': 'Throgs Neck',\n",
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"<P style=\"MARGIN: 0in 0in 8pt\"><FONT size=3><SPAN>&nbsp;</SPAN></FONT><FONT size=3>Friday: 5 AM to 9:30 AM (3) Lanes Bklyn-bnd. (2) Lanes Staten Island-bound.</FONT></P>\r\n",
"<P style=\"MARGIN: 0in 0in 8pt\"><FONT size=3>1:30 PM to 11:59 PM (3) Lanes Staten Island-bound. (2) Lanes Brooklyn-bound.</FONT></P>\r\n",
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"<P style=\"MARGIN: 0in 0in 8pt\"><FONT size=3><SPAN>&nbsp;</SPAN></FONT><FONT size=3>Saturday and Sunday:</FONT></P>\r\n",
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]
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" 'name': 'Ronkonkoma',\n",
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" 'text': '',\n",
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]
},
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" 'name': 'New Haven',\n",
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" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
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" 'name': 'Danbury',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"{'date': '',\n",
" 'name': 'Waterbury',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
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"name": "stdout",
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"text": [
"{'date': '',\n",
" 'name': 'Pascack Valley',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
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"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'date': '',\n",
" 'name': 'Port Jervis',\n",
" 'status': 'GOOD SERVICE',\n",
" 'text': '',\n",
" 'time': ''}\n"
]
},
{
"data": {
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"source": [
"# Each service has multiple line nodes which has date, time, name, status and payload text\n",
"# line \n",
"# date\n",
"# time\n",
"# name\n",
"# status\n",
"# text\n",
"attributes = 'date time name status text'.split()\n",
"\n",
"# This regex will parse delay text messages\n",
"# \n",
"rex_withposted = '(?P<notice>.+)Posted:(?P<datetime>[\\d/:\\s]+(AM|PM))(?P<info>.+)$'\n",
"rex_withposted = re.compile(rex_withposted, re.IGNORECASE|re.MULTILINE|re.DOTALL)\n",
"\n",
"for servicename in services:\n",
" display(HTML( '<H1>{} Status Information</H1>'.format(servicename.upper())))\n",
"\n",
" for line in getattr(soup.service, servicename).find_all('line'):\n",
" name = line.find('name').get_text()\n",
" status = line.find('status').get_text()\n",
" date = line.find('date').get_text()\n",
" time = line.find('time').get_text()\n",
" html = line.find('text').get_text().strip()\n",
" dic = { 'name' : name, 'status' : status, \n",
" 'date' : date, 'time' : time,\n",
" 'text' : Soup(html).get_text().encode('ascii','ignore').decode(\"utf-8\")\n",
" }\n",
" \n",
" # remove extra whitespace from text\n",
" dic['text'] = re.sub(' {3,}', ' ', dic['text'])\n",
"# print('\\n----\\n{}\\n----\\n'.format(dic['text']))\n",
" display(HTML('<h2>JSON Friendly dic/hash<h2>'))\n",
" pprint.pprint(dic)\n",
" \n",
" if len(html):\n",
" \n",
" match = rex_withposted.match(dic['text'])\n",
" if match:\n",
" display(HTML('<h2>NAIVE regex extraction attempt</h2>'))\n",
" pprint.pprint(match.groupdict())\n",
" display(HTML('<h2>HTML Render of Payload text</h2>'))\n",
" display(HTML(html))\n",
" display(HTML('<hr />'))\n"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"lines = soup.service.subway.find_all('line')"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"l = lines[0]\n",
"#name status text date time\n",
"name = l.find('name').get_text()\n",
"text = l.find('text').get_text()\n",
"status, dt, tm = l.status.get_text(), l.date.get_text(), l.time.get_text()"
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\r\n",
" <span class=\"TitlePlannedWork\" >Planned Work</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(91849);>\r\n",
"<b>[FT]<br clear=left[3] No trains running\r\n",
"</a><br/><br/><div id= 91849 class=\"plannedWorkDetail\" >[2] [4] trains and [SB] free shuttle buses provide alternate service\r\n",
"<br></b>Late Nights, </font>10 PM to 5 AM, Mon to Fri, Mar 23 - 27\r\n",
"<br>\r\n",
"<br>[SB] buses make all [3] stops between <b>148 St</b> and <b>96 St</b>.\r\n",
"<br>[2] trains make all [3] stops between <b>96 St</b> and <b>Franklin Av</b>.\r\n",
"<br>[4] trains make all [3] stops between <b>Nevins St</b> and <b>New Lots Av</b>.\r\n",
"<br>\r\n",
"<br>&#149; Transfer between [SB] buses and [2] trains at <b>96 St</b>.\r\n",
"<br>&#149; Transfer between [2] [4] trains at <b>Franklin Av</b> <i>or </i><b>Nevins St</b>.\r\n",
"<br>\r\n",
"<br></font><table class=plannedworkTableStyle border=1 cellspacing=1 cellpadding=3 rules=rows frame=hsides><tr bgcolor=#FAF8CC><td><b>Station&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</b></td><td><b>Shuttle Bus Stop</b><td><b>Bus</b><tr><td>148 St<td>Adam Clayton Powell Jr Blvd at 149 St<td>[SB] <tr><td>145 St<td>Lenox Av at 145 St<td>[SB], <b>M7</b>, <b>M102</b><tr><td>135 St<td>Lenox Av at 135 St<td>[SB], <b>M7</b>, <b>M102</b><tr><td>125 St<td>Lenox Av at 125 St<td>[SB], <b>M7</b>, <b>M102</b><tr><td>116 St<td>Lenox Av at 116 St<td>[SB], <b>M7</b>, <b>M102</b><tr><td>110 St<td>Lenox Av at 111 St<td>[SB]<tr><td>96 St [ad] [1] [2] <td>Broadway at 95 St<td>[SB]</table>\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/><br/>\r\n",
" \r\n",
" <span class=\"TitlePlannedWork\" >Planned Work</span>\r\n",
" <br/>\r\n",
" <a class=\"plannedWorkDetailLink\" onclick=ShowHide(91851);>\r\n",
"<b>[FT]<br clear=left> [2] No trains between 3 Av-149 St and 96 St\r\n",
"</a><br/><br/><div id= 91851 class=\"plannedWorkDetail\" >[SB] Free shuttle buses provide alternate service\r\n",
"<br></b>Late Nights, 10 PM to 5 AM, Mon to Fri, Mar 23 - 27\r\n",
"<br>\r\n",
"<br><b>[2] service operates in two sections:\r\n",
"<br></b> 1. Between <b>241 St</b> and <b>3 Av-149 St</b>, trains <i>from</i> 241 St skip<b> Jackson Av\r\n",
"<br></b> 2. Between <b>96 St</b> and <b>Flatbush Av\r\n",
"<br></b> \r\n",
"<br><table class=plannedworkTableStyle width=80%><tr><td></font><font size=3><b>Travel Alternatives</b></font><td align=right>[TP]</table> \r\n",
"<br>[SB]</font> <b>buses operate along two routes:\r\n",
"<br>\r\n",
"<br></b><i>[SB] Bronx-Manhattan Shuttle Bus</i> between <b>3 Av-149 St [2]</b> and <b>96 St [1] [2]</b>, stopping at \r\n",
"<br>149 St-Grand Concourse <b>[4]</b>, 145, 135, 125, 116, and 110 Sts.\r\n",
"<br><i>[SB] Bronx Only Shuttle Bus</i> <i>from</i> <b>Jackson Av [2]</b> and <b>149 St-Grand Concourse [4]</b>, \r\n",
"<br>stopping at 3 Av-149 St [2].\r\n",
"<br>\r\n",
"<br>&#149; Transfer between <b>[2]</b> trains and [SB] buses at 3 Av-149 St <i>and/or</i> 96 St.\r\n",
"<br>&#149; Transfer between <b>[4] </b>trains and [SB] buses at 149 St-Grand Concourse.\r\n",
"<br>\r\n",
"<br>For service <i>to</i> <b>Jackson Av</b>, take the [2] to 3 Av-149 St <i>where it will become</i> a Wakefield-bound [2].\r\n",
"<br>For service <i>from</i> this station, take a free [SB] bus.\r\n",
"<br>\r\n",
"<br><table class=plannedworkTableStyle border=1 cellspacing=1 cellpadding=3 rules=rows frame=hsides><tr><td colspan=3 align=center><i>Bronx-Manhattan Shuttle Bus</i><tr bgcolor=#FAF8CC><td><b>Station&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</b></td><td><b>[SB] Bus Stop</b><td><b>Bus</b><tr><td>3 Av-149 St [ad] [2]<td>149 St at 3 Av<td align=center>&mdash;<tr><td>149 St-Grand Concourse [4] <td>149 St at Grand Concourse<td><b>Bx19<tr><td>145 St<td>Lenox Av at 145 St<td align=center>&mdash;</font><tr><td>135 St<td>Lenox Av at 135 St<td><b>M7<tr><td>125 St<td>Lenox Av at 125 St<td><b>M7<tr><td>116 St<td>Lenox Av at 116 St<td><b>M7<tr><td>110 St<td>Lenox Av at 111 St<td align=center>&mdash;</font><tr><td>96 St [ad] [1] [2]<td>Broadway at 95 St<td align=center>&mdash;<tr><td colspan=3 align=center><i>Bronx Shuttle Bus</i><tr bgcolor=#FAF8CC><td><b>Station&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</b></td><td><b>[SB] Bus Stop</b><td><b>Bus</b><tr><td>Jackson Av<td>Westchester Av at Jackson Av (pick up only)<td><b>Bx4</b><tr><td>3 Av-149 St [ad] [2]<td>Melrose Av at 150 St (to 149 St-Grand Concourse only)<td align=center>&mdash;</font><tr><td>149 St at Grand Concourse [4] <td align=center>&mdash;<td align=center>&mdash;</table>\r\n",
"<br><b>Notes:</b> No [5] trains between E 180 St and Bowling Green.\r\n",
"<br> No [3] trains running during this time.\r\n",
"<br>\r\n",
"<br><table class=plannedworkTableStyle border=1 cellspacing=1 cellpadding=5 rules=none frame=box><td>&nbsp;&nbsp;[ad]&nbsp;&nbsp;<td><font size=1>This service change affects one or more ADA accessible stations. Please call 511 for help with planning<br>your trip. If you are deaf or hard of hearing, use your preferred relay service provider or the free 711 relay.&nbsp;&nbsp;</font></table>\r\n",
"<br><b>\r\n",
"<br></div></b><br/>\r\n",
" <br/><br/>\r\n",
" "
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(HTML(text))"
]
},
{
"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": "3.4.3"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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