install gtfs-realtime-bindings in python first:
pip install gtfs-realtime-bindings
and the other modules mentioned below
Try to do this all in a Virtual Environment
from google.transit import gtfs_realtime_pb2
from google.protobuf.json_format import MessageToDict
from google.protobuf.json_format import MessageToJson
import requests
import json
import pandas as pd
from collections import OrderedDict
import datetime
feed = gtfs_realtime_pb2.FeedMessage()
# initiaing feed object
# getting the .pb feed
with open('vehicles16.7.18/VehiclePositions_93.pb','rb') as f:
buff = f.read()
feed.ParseFromString(buff)
# reading locally stored .pb file. got the right read commands from https://gist.github.com/mrallen1/e9e45a5964b444a807a39b804555022d#file-t-py-L7
# response = requests.get('https://cdn.mbta.com/realtime/VehiclePositions.pb')
# feed.ParseFromString(response.content)
content = ''
counter = 0
for entity in feed.entity:
if entity.HasField('vehicle'):
counter += 1
# content += '\n\n###############\nVehicle %d\n'%counter
# content += entity.vehicle
print(counter)
893
print('Feed:')
print(feed)
print('#'*40)
Feed: header { gtfs_realtime_version: "2.0" incrementality: FULL_DATASET timestamp: 1531777281 } entity { id: "y1619" vehicle { trip { trip_id: "37665874" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "29" direction_id: 0 } position { latitude: 42.287960052490234 longitude: -71.09033203125 bearing: 180.0 } current_stop_sequence: 20 current_status: INCOMING_AT timestamp: 1531777190 stop_id: "11712" vehicle { id: "y1619" label: "1619" } } } entity { id: "y0741" vehicle { trip { trip_id: "37647581" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "435" direction_id: 1 } position { latitude: 42.52508544921875 longitude: -70.92560577392578 bearing: 135.0 } current_stop_sequence: 10 current_status: IN_TRANSIT_TO timestamp: 1531777221 stop_id: "4936" vehicle { id: "y0741" label: "0741" } } } entity { id: "y1762" vehicle { trip { trip_id: "37695512" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "22" direction_id: 0 } position { latitude: 42.33604049682617 longitude: -71.08960723876953 bearing: 225.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777234 stop_id: "17862" vehicle { id: "y1762" label: "1762" } } } entity { id: "y1858" vehicle { trip { trip_id: "37695943" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "44" direction_id: 1 } position { latitude: 42.313018798828125 longitude: -71.09467315673828 bearing: 135.0 } current_stop_sequence: 7 current_status: STOPPED_AT timestamp: 1531777137 stop_id: "11413" vehicle { id: "y1858" label: "1858" } } } entity { id: "y1439" vehicle { trip { trip_id: "37472108" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "350" direction_id: 0 } position { latitude: 42.50291061401367 longitude: -71.19544219970703 bearing: 0.0 } current_stop_sequence: 55 current_status: INCOMING_AT timestamp: 1531777180 stop_id: "1696" vehicle { id: "y1439" label: "1439" } } } entity { id: "y0509" vehicle { trip { trip_id: "37701697" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "502" direction_id: 1 } position { latitude: 42.34824752807617 longitude: -71.07646942138672 bearing: 90.0 } current_stop_sequence: 6 current_status: STOPPED_AT timestamp: 1531777219 stop_id: "71855" vehicle { id: "y0509" label: "0509" } } } entity { id: "y0440" vehicle { trip { trip_id: "37482548" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "108" direction_id: 0 } position { latitude: 42.425296783447266 longitude: -71.0685043334961 bearing: 90.0 } current_stop_sequence: 24 current_status: IN_TRANSIT_TO timestamp: 1531777226 stop_id: "5457" vehicle { id: "y0440" label: "0440" } } } entity { id: "y0574" vehicle { trip { trip_id: "37701922" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "501" direction_id: 1 } position { latitude: 42.346282958984375 longitude: -71.15223693847656 bearing: 45.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777235 stop_id: "994" vehicle { id: "y0574" label: "0574" } } } entity { id: "y1697" vehicle { trip { trip_id: "37667281" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "38" direction_id: 1 } position { latitude: 42.305789947509766 longitude: -71.11473846435547 bearing: 135.0 } current_stop_sequence: 28 current_status: STOPPED_AT timestamp: 1531777213 stop_id: "2006" vehicle { id: "y1697" label: "1697" } } } entity { id: "1821" vehicle { trip { trip_id: "CR-Weekday-Spring-18-331" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "CR-Lowell" direction_id: 0 } position { latitude: 42.517250061035156 longitude: -71.14453887939453 bearing: 335.0 } current_stop_sequence: 5 current_status: STOPPED_AT timestamp: 1531777243 stop_id: "Anderson/ Woburn" vehicle { id: "1821" label: "1821" } } } entity { id: "G-10097" vehicle { trip { trip_id: "37166912" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-D" direction_id: 0 } position { latitude: 42.3360481262207 longitude: -71.24961853027344 bearing: 315.0 } current_stop_sequence: 570 current_status: INCOMING_AT timestamp: 1531777273 stop_id: "70161" vehicle { id: "G-10097" label: "3697-3878" } } } entity { id: "y1266" vehicle { trip { trip_id: "37402967" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "28" direction_id: 0 } position { latitude: 42.336849212646484 longitude: -71.08838653564453 bearing: 225.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777153 stop_id: "17862" vehicle { id: "y1266" label: "1266" } } } entity { id: "R-5456C2E9" vehicle { trip { trip_id: "37645892-K" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Red" direction_id: 0 } position { latitude: 42.210289001464844 longitude: -71.00125885009766 bearing: 190.0 } current_stop_sequence: 220 current_status: INCOMING_AT timestamp: 1531777189 stop_id: "70105" vehicle { id: "R-5456C2E9" label: "1729" } } } entity { id: "y1815" vehicle { trip { trip_id: "37696306" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "45" direction_id: 0 } position { latitude: 42.32096862792969 longitude: -71.07752990722656 bearing: 180.0 } current_stop_sequence: 13 current_status: STOPPED_AT timestamp: 1531777200 stop_id: "1580" vehicle { id: "y1815" label: "1815" } } } entity { id: "y1920" vehicle { trip { trip_id: "37486248" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "352" direction_id: 0 } position { latitude: 42.360748291015625 longitude: -71.06076049804688 bearing: 315.0 } current_stop_sequence: 2 current_status: STOPPED_AT timestamp: 1531777182 stop_id: "4510" vehicle { id: "y1920" label: "1920" } } } entity { id: "y1782" vehicle { trip { trip_id: "37697161" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "9" direction_id: 0 } position { latitude: 42.347389221191406 longitude: -71.07588195800781 bearing: 0.0 } current_stop_sequence: 1 current_status: IN_TRANSIT_TO timestamp: 1531777217 stop_id: "175" vehicle { id: "y1782" label: "1782" } } } entity { id: "y0588" vehicle { trip { trip_id: "37701604" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "747" direction_id: 1 } position { latitude: 42.365108489990234 longitude: -71.09026336669922 bearing: 90.0 } current_stop_sequence: 8 current_status: IN_TRANSIT_TO timestamp: 1531777183 stop_id: "11771" vehicle { id: "y0588" label: "0588" } } } entity { id: "y4123" vehicle { trip { trip_id: "37628243" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "73" direction_id: 1 } position { latitude: 42.376773834228516 longitude: -71.16194152832031 bearing: 90.0 } current_stop_sequence: 11 current_status: STOPPED_AT timestamp: 1531777210 stop_id: "2112" vehicle { id: "y4123" label: "4123" } } } entity { id: "G-10112" vehicle { trip { trip_id: "37166266" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-C" direction_id: 0 } position { latitude: 42.359291076660156 longitude: -71.05950927734375 bearing: 215.0 } current_stop_sequence: 60 current_status: IN_TRANSIT_TO timestamp: 1531777221 stop_id: "70197" vehicle { id: "G-10112" label: "3845-3676" } } } entity { id: "y0431" vehicle { trip { trip_id: "37482472" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "106" direction_id: 0 } position { latitude: 42.42357635498047 longitude: -71.06730651855469 bearing: 0.0 } current_stop_sequence: 16 current_status: STOPPED_AT timestamp: 1531777213 stop_id: "5454" vehicle { id: "y0431" label: "0431" } } } entity { id: "y1852" vehicle { trip { trip_id: "37696230" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "18" direction_id: 1 } position { latitude: 42.311439514160156 longitude: -71.0575180053711 bearing: 0.0 } current_stop_sequence: 24 current_status: IN_TRANSIT_TO timestamp: 1531777227 stop_id: "352" vehicle { id: "y1852" label: "1852" } } } entity { id: "y1449" vehicle { trip { trip_id: "37470816" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "62" direction_id: 1 } position { latitude: 42.42436981201172 longitude: -71.18335723876953 bearing: 90.0 } current_stop_sequence: 62 current_status: INCOMING_AT timestamp: 1531777172 stop_id: "6203" vehicle { id: "y1449" label: "1449" } } } entity { id: "1708" vehicle { trip { trip_id: "CR-Weekday-Spring-18-523" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "CR-Worcester" direction_id: 0 } position { latitude: 42.35102081298828 longitude: -71.055419921875 bearing: 206.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777237 stop_id: "South Station" vehicle { id: "1708" label: "1708" } } } entity { id: "O-5456EB16" vehicle { trip { trip_id: "37642017" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Orange" direction_id: 0 } position { latitude: 42.31393814086914 longitude: -71.10574340820312 bearing: 205.0 } current_stop_sequence: 180 current_status: IN_TRANSIT_TO timestamp: 1531777266 stop_id: "70002" vehicle { id: "O-5456EB16" label: "1315" } } } entity { id: "R-5456E8E3" vehicle { trip { trip_id: "37645895-K" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Red" direction_id: 0 } position { latitude: 42.347591400146484 longitude: -71.05416870117188 bearing: 210.0 } current_stop_sequence: 100 current_status: INCOMING_AT timestamp: 1531777258 stop_id: "70081" vehicle { id: "R-5456E8E3" label: "1873" } } } entity { id: "y0468" vehicle { trip { trip_id: "37701355" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "502" direction_id: 0 } position { latitude: 42.3574333190918 longitude: -71.18408203125 bearing: 270.0 } current_stop_sequence: 3 current_status: IN_TRANSIT_TO timestamp: 1531777215 stop_id: "9031" vehicle { id: "y0468" label: "0468" } } } entity { id: "y0718" vehicle { trip { trip_id: "37486748" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "101" direction_id: 0 } position { latitude: 42.385013580322266 longitude: -71.0750503540039 bearing: 45.0 } current_stop_sequence: 3 current_status: IN_TRANSIT_TO timestamp: 1531777208 stop_id: "2718" vehicle { id: "y0718" label: "0718" } } } entity { id: "y1835" vehicle { trip { trip_id: "37695510" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "22" direction_id: 0 } position { latitude: 42.31150817871094 longitude: -71.0933837890625 bearing: 180.0 } current_stop_sequence: 13 current_status: STOPPED_AT timestamp: 1531777207 stop_id: "17421" vehicle { id: "y1835" label: "1835" } } } entity { id: "R-5456E90E" vehicle { trip { trip_id: "37645954-K" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Red" direction_id: 1 } position { latitude: 42.214839935302734 longitude: -71.00051879882812 bearing: 10.0 } current_stop_sequence: 10 current_status: IN_TRANSIT_TO timestamp: 1531777204 stop_id: "70104" vehicle { id: "R-5456E90E" label: "1851" } } } entity { id: "y0740" vehicle { trip { trip_id: "37647733" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "442" direction_id: 1 } position { latitude: 42.50804138183594 longitude: -70.84628295898438 bearing: 315.0 } current_stop_sequence: 10 current_status: IN_TRANSIT_TO timestamp: 1531777062 stop_id: "4840" vehicle { id: "y0740" label: "0740" } } } entity { id: "y0829" vehicle { trip { trip_id: "37616402" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "222" direction_id: 0 } position { latitude: 42.225189208984375 longitude: -70.94002532958984 bearing: 135.0 } current_stop_sequence: 38 current_status: STOPPED_AT timestamp: 1531777229 stop_id: "3671" vehicle { id: "y0829" label: "0829" } } } entity { id: "y0415" vehicle { trip { trip_id: "37482428" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "105" direction_id: 1 } position { latitude: 42.39873123168945 longitude: -71.06341552734375 bearing: 225.0 } current_stop_sequence: 35 current_status: STOPPED_AT timestamp: 1531777201 stop_id: "5498" vehicle { id: "y0415" label: "0415" } } } entity { id: "y0437" vehicle { trip { trip_id: "37482560" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "96" direction_id: 0 } position { latitude: 42.397708892822266 longitude: -71.12151336669922 bearing: 0.0 } current_stop_sequence: 13 current_status: INCOMING_AT timestamp: 1531777203 stop_id: "5021" vehicle { id: "y0437" label: "0437" } } } entity { id: "R-5456E651" vehicle { trip { trip_id: "37645893-K" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Red" direction_id: 0 } position { latitude: 42.322689056396484 longitude: -71.05278778076172 bearing: 145.0 } current_stop_sequence: 120 current_status: INCOMING_AT timestamp: 1531777174 stop_id: "70095" vehicle { id: "R-5456E651" label: "1756" } } } entity { id: "y0652" vehicle { trip { trip_id: "37486140" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "111" direction_id: 0 } position { latitude: 42.39308166503906 longitude: -71.0335922241211 bearing: 45.0 } current_stop_sequence: 7 current_status: STOPPED_AT timestamp: 1531777234 stop_id: "5615" vehicle { id: "y0652" label: "0652" } } } entity { id: "G-10080" vehicle { trip { trip_id: "37166878" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-D" direction_id: 1 } position { latitude: 42.31890869140625 longitude: -71.21649169921875 bearing: 135.0 } current_stop_sequence: 340 current_status: STOPPED_AT timestamp: 1531777261 stop_id: "70166" vehicle { id: "G-10080" label: "3632-3827" } } } entity { id: "y0411" vehicle { trip { trip_id: "37482293" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "96" direction_id: 1 } position { latitude: 42.391517639160156 longitude: -71.11920928955078 bearing: 135.0 } current_stop_sequence: 23 current_status: STOPPED_AT timestamp: 1531777206 stop_id: "2584" vehicle { id: "y0411" label: "0411" } } } entity { id: "y4121" vehicle { trip { trip_id: "37628321" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "71" direction_id: 1 } position { latitude: 42.374393463134766 longitude: -71.12645721435547 bearing: 90.0 } current_stop_sequence: 22 current_status: INCOMING_AT timestamp: 1531777210 stop_id: "2074" vehicle { id: "y4121" label: "4121" } } } entity { id: "y1694" vehicle { trip { trip_id: "37666957" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "34" direction_id: 0 } position { latitude: 42.257720947265625 longitude: -71.16158294677734 bearing: 225.0 } current_stop_sequence: 25 current_status: STOPPED_AT timestamp: 1531777208 stop_id: "618" vehicle { id: "y1694" label: "1694" } } } entity { id: "y1764" vehicle { trip { trip_id: "37696039" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "16" direction_id: 1 } position { latitude: 42.30073165893555 longitude: -71.11329650878906 bearing: 225.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777229 stop_id: "875" vehicle { id: "y1764" label: "1764" } } } entity { id: "saucon163" vehicle { trip { trip_id: "BL-104914849" schedule_relationship: UNSCHEDULED route_id: "Shuttle005" } position { latitude: 42.267635345458984 longitude: -71.01598358154297 bearing: 310.0 } timestamp: 1531777240 vehicle { id: "saucon163" } } } entity { id: "y1442" vehicle { trip { trip_id: "37485932" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "111" direction_id: 1 } position { latitude: 42.390830993652344 longitude: -71.03762817382812 bearing: 315.0 } current_stop_sequence: 23 current_status: IN_TRANSIT_TO timestamp: 1531777226 stop_id: "2829" vehicle { id: "y1442" label: "1442" } } } entity { id: "y1668" vehicle { trip { trip_id: "37667282" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "38" direction_id: 0 } position { latitude: 42.299251556396484 longitude: -71.11517333984375 bearing: 90.0 } current_stop_sequence: 1 current_status: IN_TRANSIT_TO timestamp: 1531777129 stop_id: "10642" vehicle { id: "y1668" label: "1668" } } } entity { id: "G-10101" vehicle { trip { trip_id: "37165283" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-B" direction_id: 0 } position { latitude: 42.348628997802734 longitude: -71.13768768310547 bearing: 315.0 } current_stop_sequence: 250 current_status: INCOMING_AT timestamp: 1531777271 stop_id: "70125" vehicle { id: "G-10101" label: "3629-3874" } } } entity { id: "G-10127" vehicle { trip { trip_id: "37166221" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-C" direction_id: 1 } position { latitude: 42.337589263916016 longitude: -71.14246368408203 bearing: 45.0 } current_stop_sequence: 200 current_status: STOPPED_AT timestamp: 1531777270 stop_id: "70234" vehicle { id: "G-10127" label: "3881-3708" } } } entity { id: "y0840" vehicle { trip { trip_id: "37647730" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "441" direction_id: 1 } position { latitude: 42.48465347290039 longitude: -70.8993911743164 bearing: 315.0 } current_stop_sequence: 37 current_status: INCOMING_AT timestamp: 1531777190 stop_id: "4873" vehicle { id: "y0840" label: "0840" } } } entity { id: "y1604" vehicle { trip { trip_id: "37666315" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "26" direction_id: 1 } position { latitude: 42.28379821777344 longitude: -71.0715103149414 bearing: 180.0 } current_stop_sequence: 9 current_status: STOPPED_AT timestamp: 1531777211 stop_id: "491" vehicle { id: "y1604" label: "1604" } } } entity { id: "y1794" vehicle { trip { trip_id: "37696458" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "1" direction_id: 1 } position { latitude: 42.363861083984375 longitude: -71.10118103027344 bearing: 135.0 } current_stop_sequence: 11 current_status: INCOMING_AT timestamp: 1531777205 stop_id: "73" vehicle { id: "y1794" label: "1794" } } } entity { id: "G-10022" vehicle { trip { trip_id: "37165237" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "Green-B" direction_id: 1 } position { latitude: 42.340179443359375 longitude: -71.1670913696289 bearing: 135.0 } current_stop_sequence: 1 current_status: STOPPED_AT timestamp: 1531777012 stop_id: "70106" vehicle { id: "G-10022" label: "3887-3696" } } } entity { id: "3002" vehicle { trip { trip_id: "37796689" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "713" direction_id: 1 } position { latitude: 42.38226318359375 longitude: -70.98934936523438 bearing: 276.0 speed: 11.0 } current_stop_sequence: 30 current_status: STOPPED_AT timestamp: 1531777279 stop_id: "109835" vehicle { id: "3002" label: "3002" } } } entity { id: "y0670" vehicle { trip { trip_id: "37486884" start_date: "20180716" schedule_relationship: SCHEDULED route_id: "109" direction_id: 1 } position { latitude: 42.4011344909668 longitude: -71.06108856201172 bearing: 225.0 } current_stop_sequence: 27 current_status: INCOMING_AT timestamp: 1531777214 stop_id: "5498" vehicle { id: "y0670" label: "0670" } } } entity { 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dict_obj = MessageToDict(feed)
print('Dict:')
dict_obj
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42.35697937011719, 'longitude': -71.23812103271484, 'bearing': 135.0}, 'currentStopSequence': 52, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777221', 'stopId': '7617', 'vehicle': {'id': 'y0549', 'label': '0549'}}}, {'id': 'y1653', 'vehicle': {'trip': {'tripId': '37666597', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '32', 'directionId': 1}, 'position': {'latitude': 42.25522994995117, 'longitude': -71.1242904663086, 'bearing': 180.0}, 'currentStopSequence': 18, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777179', 'stopId': '2819', 'vehicle': {'id': 'y1653', 'label': '1653'}}}, {'id': 'B-5456EB90', 'vehicle': {'trip': {'tripId': '37339041', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': 'Blue', 'directionId': 1}, 'position': {'latitude': 42.39065933227539, 'longitude': -70.99698638916016, 'bearing': 35.0}, 'currentStopSequence': 80, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777229', 'stopId': '70054', 'vehicle': {'id': 'B-5456EB90', 'label': '0719'}}}, {'id': 'y0859', 'vehicle': {'trip': {'tripId': '37647602', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '436', 'directionId': 0}, 'position': {'latitude': 42.46220779418945, 'longitude': -70.94513702392578, 'bearing': 45.0}, 'currentStopSequence': 1, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777213', 'stopId': '14748', 'vehicle': {'id': 'y0859', 'label': '0859'}}}, {'id': 'y1912', 'vehicle': {'trip': {'tripId': '37486468', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '93', 'directionId': 1}, 'position': {'latitude': 42.363441467285156, 'longitude': -71.05877685546875, 'bearing': 225.0}, 'currentStopSequence': 17, 'currentStatus': 'IN_TRANSIT_TO', 'timestamp': '1531777201', 'stopId': '30203', 'vehicle': {'id': 'y1912', 'label': '1912'}}}, {'id': 'y0728', 'vehicle': {'trip': {'tripId': '37486692', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '101', 'directionId': 1}, 'position': {'latitude': 42.422237396240234, 'longitude': -71.09349822998047, 'bearing': 270.0}, 'currentStopSequence': 10, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777198', 'stopId': '5283', 'vehicle': {'id': 'y0728', 'label': '0728'}}}, {'id': 'y1721', 'vehicle': {'trip': {'tripId': '37696152', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '15', 'directionId': 0}, 'position': {'latitude': 42.32651138305664, 'longitude': -71.07585906982422, 'bearing': 135.0}, 'currentStopSequence': 9, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777203', 'stopId': '1496', 'vehicle': {'id': 'y1721', 'label': '1721'}}}]}
# now it should get easier to count vehicles.. later!
json_obj = MessageToJson(feed)
print('Json:')
#json_obj
Json:
collector = []
counter=0
for block in dict_obj['entity']:
counter += 1
row = OrderedDict()
row['id'] = block['id']
row['trip_id'] = block['vehicle']['trip'].get('tripId','')
row['route_id'] = block['vehicle']['trip'].get('routeId','')
row['direction_id'] = block['vehicle']['trip'].get('directionId','')
row['schedule_relationship'] = block['vehicle']['trip'].get('scheduleRelationship','')
print(counter, block['id'], row['schedule_relationship'])
row['start_date'] = block['vehicle']['trip'].get('startDate','')
row['latitude'] = block['vehicle']['position'].get('latitude','')
row['longitude'] = block['vehicle']['position'].get('longitude','')
row['bearing'] = block['vehicle']['position'].get('bearing','')
row['current_stop_sequence'] = block['vehicle'].get('currentStopSequence','')
row['current_status'] = block['vehicle'].get('currentStatus','')
row['timestamp'] = block['vehicle'].get('timestamp','')
row['stop_id'] = block['vehicle'].get('stopId','')
row['vehicle_id'] = block['vehicle']['vehicle'].get('id','')
row['label'] = block['vehicle']['vehicle'].get('label','')
collector.append(row)
df = pd.DataFrame(collector)
1 y1619 SCHEDULED 2 y0741 SCHEDULED 3 y1762 SCHEDULED 4 y1858 SCHEDULED 5 y1439 SCHEDULED 6 y0509 SCHEDULED 7 y0440 SCHEDULED 8 y0574 SCHEDULED 9 y1697 SCHEDULED 10 1821 SCHEDULED 11 G-10097 SCHEDULED 12 y1266 SCHEDULED 13 R-5456C2E9 SCHEDULED 14 y1815 SCHEDULED 15 y1920 SCHEDULED 16 y1782 SCHEDULED 17 y0588 SCHEDULED 18 y4123 SCHEDULED 19 G-10112 SCHEDULED 20 y0431 SCHEDULED 21 y1852 SCHEDULED 22 y1449 SCHEDULED 23 1708 SCHEDULED 24 O-5456EB16 SCHEDULED 25 R-5456E8E3 SCHEDULED 26 y0468 SCHEDULED 27 y0718 SCHEDULED 28 y1835 SCHEDULED 29 R-5456E90E SCHEDULED 30 y0740 SCHEDULED 31 y0829 SCHEDULED 32 y0415 SCHEDULED 33 y0437 SCHEDULED 34 R-5456E651 SCHEDULED 35 y0652 SCHEDULED 36 G-10080 SCHEDULED 37 y0411 SCHEDULED 38 y4121 SCHEDULED 39 y1694 SCHEDULED 40 y1764 SCHEDULED 41 saucon163 UNSCHEDULED 42 y1442 SCHEDULED 43 y1668 SCHEDULED 44 G-10101 SCHEDULED 45 G-10127 SCHEDULED 46 y0840 SCHEDULED 47 y1604 SCHEDULED 48 y1794 SCHEDULED 49 G-10022 SCHEDULED 50 3002 SCHEDULED 51 y0670 SCHEDULED 52 y1682 SCHEDULED 53 G-10199 SCHEDULED 54 y1706 SCHEDULED 55 y1290 SCHEDULED 56 G-10193 SCHEDULED 57 y1816 SCHEDULED 58 y1731 SCHEDULED 59 y1127 SCHEDULED 60 R-5456E8EA SCHEDULED 61 y0656 SCHEDULED 62 R-5456E8EB SCHEDULED 63 y1747 SCHEDULED 64 y1883 SCHEDULED 65 y1857 SCHEDULED 66 y0717 SCHEDULED 67 y0497 SCHEDULED 68 y1730 SCHEDULED 69 y0782 SCHEDULED 70 y0671 SCHEDULED 71 y1919 SCHEDULED 72 y0565 SCHEDULED 73 B-5456EB79 SCHEDULED 74 y1270 SCHEDULED 75 y4111 SCHEDULED 76 y1802 SCHEDULED 77 y1622 SCHEDULED 78 y0744 SCHEDULED 79 y0486 SCHEDULED 80 G-10180 SCHEDULED 81 y0679 SCHEDULED 82 y1425 SCHEDULED 83 y4125 SCHEDULED 84 G-10151 SCHEDULED 85 saucon143 UNSCHEDULED 86 y0843 SCHEDULED 87 y0513 SCHEDULED 88 y1761 SCHEDULED 89 y1896 SCHEDULED 90 y0688 SCHEDULED 91 y1111 SCHEDULED 92 y1209 SCHEDULED 93 y0533 SCHEDULED 94 y1447 SCHEDULED 95 y1895 SCHEDULED 96 y1779 SCHEDULED 97 y0692 SCHEDULED 98 y0899 SCHEDULED 99 1723 SCHEDULED 100 y1736 SCHEDULED 101 y0868 SCHEDULED 102 y1842 SCHEDULED 103 y1701 SCHEDULED 104 y0905 SCHEDULED 105 y1686 SCHEDULED 106 y1255 SCHEDULED 107 1806 SCHEDULED 108 y1422 SCHEDULED 109 y0802 SCHEDULED 110 y1817 SCHEDULED 111 R-5456E9C2 SCHEDULED 112 y1913 SCHEDULED 113 y1683 SCHEDULED 114 y1644 SCHEDULED 115 y1900 SCHEDULED 116 1630 SCHEDULED 117 1636 SCHEDULED 118 y0878 SCHEDULED 119 y1860 SCHEDULED 120 y0426 SCHEDULED 121 y1879 SCHEDULED 122 y1691 SCHEDULED 123 3003 SCHEDULED 124 y1603 SCHEDULED 125 y0742 SCHEDULED 126 y1715 SCHEDULED 127 y1752 SCHEDULED 128 y0471 SCHEDULED 129 y0602 SCHEDULED 130 y1254 SCHEDULED 131 G-10090 SCHEDULED 132 y1677 SCHEDULED 133 y0523 SCHEDULED 134 y1695 SCHEDULED 135 y1893 SCHEDULED 136 y0793 SCHEDULED 137 y0870 SCHEDULED 138 y0831 SCHEDULED 139 G-10037 SCHEDULED 140 saucon174 UNSCHEDULED 141 G-10119 SCHEDULED 142 y0721 SCHEDULED 143 y1421 SCHEDULED 144 R-5456E5DE SCHEDULED 145 y1881 SCHEDULED 146 y1667 SCHEDULED 147 y1710 SCHEDULED 148 G-10073 SCHEDULED 149 3001 SCHEDULED 150 y0435 SCHEDULED 151 y1787 SCHEDULED 152 y0754 SCHEDULED 153 y0531 SCHEDULED 154 y1803 SCHEDULED 155 1513 SCHEDULED 156 y1282 SCHEDULED 157 G-10173 SCHEDULED 158 O-5456E0FA SCHEDULED 159 y1795 SCHEDULED 160 y1418 SCHEDULED 161 y1865 SCHEDULED 162 1711 SCHEDULED 163 G-10204 SCHEDULED 164 y1108 SCHEDULED 165 y1684 SCHEDULED 166 y0547 SCHEDULED 167 y1407 SCHEDULED 168 y1662 SCHEDULED 169 y4106 SCHEDULED 170 y1774 SCHEDULED 171 y0563 SCHEDULED 172 y0659 SCHEDULED 173 y0641 SCHEDULED 174 y1839 SCHEDULED 175 y0432 SCHEDULED 176 y0408 SCHEDULED 177 y0615 SCHEDULED 178 y1874 SCHEDULED 179 y0879 SCHEDULED 180 y1458 SCHEDULED 181 y0631 SCHEDULED 182 y4128 SCHEDULED 183 y0900 SCHEDULED 184 y1790 SCHEDULED 185 y1825 SCHEDULED 186 y0491 SCHEDULED 187 y1437 SCHEDULED 188 y1654 SCHEDULED 189 y1820 SCHEDULED 190 G-10108 ADDED 191 y1283 SCHEDULED 192 y0881 SCHEDULED 193 y0448 SCHEDULED 194 y1680 SCHEDULED 195 1649 SCHEDULED 196 y0719 SCHEDULED 197 y0856 SCHEDULED 198 y0445 SCHEDULED 199 y1214 SCHEDULED 200 y1126 SCHEDULED 201 y0771 SCHEDULED 202 y0526 SCHEDULED 203 y1850 SCHEDULED 204 y0891 SCHEDULED 205 y0420 SCHEDULED 206 y0507 SCHEDULED 207 G-10206 SCHEDULED 208 y0570 SCHEDULED 209 y0681 SCHEDULED 210 y1413 SCHEDULED 211 y0713 SCHEDULED 212 y1103 SCHEDULED 213 y1741 SCHEDULED 214 y0845 SCHEDULED 215 y1613 SCHEDULED 216 saucon161 UNSCHEDULED 217 y0494 SCHEDULED 218 1625 SCHEDULED 219 y1872 SCHEDULED 220 y1434 SCHEDULED 221 y1601 SCHEDULED 222 R-5456E33C SCHEDULED 223 y0446 SCHEDULED 224 y1746 SCHEDULED 225 y1675 SCHEDULED 226 y1610 SCHEDULED 227 y0694 SCHEDULED 228 y0484 SCHEDULED 229 G-10156 SCHEDULED 230 O-5456EBA6 SCHEDULED 231 y1250 SCHEDULED 232 y1745 SCHEDULED 233 y1289 SCHEDULED 234 y0590 SCHEDULED 235 y0906 SCHEDULED 236 y1627 SCHEDULED 237 y1916 SCHEDULED 238 B-5456EB91 SCHEDULED 239 y1902 SCHEDULED 240 y1702 SCHEDULED 241 y0463 SCHEDULED 242 1721 SCHEDULED 243 1645 SCHEDULED 244 y0587 SCHEDULED 245 y0813 SCHEDULED 246 y1882 SCHEDULED 247 y0472 SCHEDULED 248 y0627 SCHEDULED 249 R-5456D492 SCHEDULED 250 y1750 SCHEDULED 251 y0874 SCHEDULED 252 y1119 SCHEDULED 253 1511 SCHEDULED 254 y0778 SCHEDULED 255 y1788 SCHEDULED 256 y1404 SCHEDULED 257 y0522 SCHEDULED 258 G-10031 SCHEDULED 259 y1705 SCHEDULED 260 y0419 SCHEDULED 261 1631 SCHEDULED 262 y0601 SCHEDULED 263 y0642 SCHEDULED 264 y1450 SCHEDULED 265 y0690 SCHEDULED 266 G-10002 ADDED 267 y0604 SCHEDULED 268 O-5456E8E5 SCHEDULED 269 y0487 SCHEDULED 270 y1652 SCHEDULED 271 y0791 SCHEDULED 272 y1742 SCHEDULED 273 y1664 SCHEDULED 274 y0413 SCHEDULED 275 1804 SCHEDULED 276 y0805 SCHEDULED 277 y0625 SCHEDULED 278 y1441 SCHEDULED 279 y1291 SCHEDULED 280 y0424 SCHEDULED 281 1822 SCHEDULED 282 y0458 SCHEDULED 283 y1873 SCHEDULED 284 O-5456E95F SCHEDULED 285 y1121 SCHEDULED 286 y0575 SCHEDULED 287 G-10077 SCHEDULED 288 y1455 SCHEDULED 289 y0736 SCHEDULED 290 y1853 SCHEDULED 291 y0634 SCHEDULED 292 y1877 SCHEDULED 293 y0506 SCHEDULED 294 y1689 SCHEDULED 295 y0560 SCHEDULED 296 y0761 SCHEDULED 297 y0790 SCHEDULED 298 y4112 SCHEDULED 299 O-5456E906 SCHEDULED 300 y1428 SCHEDULED 301 y0756 SCHEDULED 302 y1630 SCHEDULED 303 y1699 SCHEDULED 304 y0665 SCHEDULED 305 G-10167 SCHEDULED 306 y0877 SCHEDULED 307 y0820 SCHEDULED 308 y0653 SCHEDULED 309 y1801 SCHEDULED 310 y0748 SCHEDULED 311 y0836 SCHEDULED 312 y1718 SCHEDULED 313 y1670 SCHEDULED 314 y0618 SCHEDULED 315 y1692 SCHEDULED 316 y0465 SCHEDULED 317 3004 SCHEDULED 318 y1768 SCHEDULED 319 R-5456EC0A SCHEDULED 320 y0477 SCHEDULED 321 y1445 SCHEDULED 322 y1833 SCHEDULED 323 G-10005 SCHEDULED 324 y0737 SCHEDULED 325 y0521 SCHEDULED 326 y0664 SCHEDULED 327 y1658 SCHEDULED 328 y1656 SCHEDULED 329 y1268 SCHEDULED 330 y1713 SCHEDULED 331 y1424 SCHEDULED 332 y1867 SCHEDULED 333 O-5456E51F SCHEDULED 334 y0651 SCHEDULED 335 y0636 SCHEDULED 336 y1110 SCHEDULED 337 y1728 SCHEDULED 338 y0473 SCHEDULED 339 y0637 SCHEDULED 340 y1829 SCHEDULED 341 y1744 SCHEDULED 342 1826 SCHEDULED 343 O-5456D4FC SCHEDULED 344 y1737 SCHEDULED 345 y1102 SCHEDULED 346 y0783 SCHEDULED 347 y1433 SCHEDULED 348 y1822 SCHEDULED 349 y1120 SCHEDULED 350 y0710 SCHEDULED 351 O-5456E812 SCHEDULED 352 y1607 SCHEDULED 353 y0873 SCHEDULED 354 y0407 SCHEDULED 355 y0402 SCHEDULED 356 y1904 SCHEDULED 357 y0880 SCHEDULED 358 y0696 SCHEDULED 359 R-5456E61A SCHEDULED 360 y0450 SCHEDULED 361 y1827 SCHEDULED 362 y0568 SCHEDULED 363 y0739 SCHEDULED 364 y0529 SCHEDULED 365 y0727 SCHEDULED 366 y1646 SCHEDULED 367 y4122 SCHEDULED 368 y1431 SCHEDULED 369 y0801 SCHEDULED 370 O-5456E903 SCHEDULED 371 y1890 SCHEDULED 372 1643 SCHEDULED 373 y1781 SCHEDULED 374 y0567 SCHEDULED 375 y0649 SCHEDULED 376 saucon173 UNSCHEDULED 377 y4105 SCHEDULED 378 y1660 SCHEDULED 379 y0858 SCHEDULED 380 y0759 SCHEDULED 381 1803 SCHEDULED 382 y0828 SCHEDULED 383 y1671 SCHEDULED 384 saucon130 UNSCHEDULED 385 y1401 SCHEDULED 386 y1690 SCHEDULED 387 y1864 SCHEDULED 388 G-10065 SCHEDULED 389 R-5456EBF9 SCHEDULED 390 y4114 SCHEDULED 391 y1704 SCHEDULED 392 y0666 SCHEDULED 393 y0818 SCHEDULED 394 y1457 SCHEDULED 395 y0697 SCHEDULED 396 G-10028 SCHEDULED 397 R-5456E9BA SCHEDULED 398 y0810 SCHEDULED 399 y1621 SCHEDULED 400 y0544 SCHEDULED 401 y1643 SCHEDULED 402 y1650 SCHEDULED 403 G-10062 SCHEDULED 404 y1775 SCHEDULED 405 y1280 SCHEDULED 406 y0738 SCHEDULED 407 1522 SCHEDULED 408 B-5456E8E2 SCHEDULED 409 y1770 SCHEDULED 410 G-10179 SCHEDULED 411 y0779 SCHEDULED 412 B-5456E8F4 SCHEDULED 413 y1719 SCHEDULED 414 y0461 SCHEDULED 415 y0700 SCHEDULED 416 1715 SCHEDULED 417 y0576 SCHEDULED 418 y4124 SCHEDULED 419 y0553 SCHEDULED 420 y1217 SCHEDULED 421 y1870 SCHEDULED 422 y1894 SCHEDULED 423 y0480 SCHEDULED 424 R-5456E905 SCHEDULED 425 y1631 SCHEDULED 426 y1910 SCHEDULED 427 G-10145 SCHEDULED 428 B-5456E8F5 SCHEDULED 429 y0677 SCHEDULED 430 y0895 SCHEDULED 431 y0850 SCHEDULED 432 y1914 SCHEDULED 433 y1923 SCHEDULED 434 y0414 SCHEDULED 435 y1456 SCHEDULED 436 y0650 SCHEDULED 437 1815 SCHEDULED 438 R-5456E8E4 SCHEDULED 439 1642 SCHEDULED 440 y0687 SCHEDULED 441 y0723 SCHEDULED 442 1701 SCHEDULED 443 y0660 SCHEDULED 444 y1634 SCHEDULED 445 y1707 SCHEDULED 446 y1922 SCHEDULED 447 y4119 SCHEDULED 448 y1814 SCHEDULED 449 y0709 SCHEDULED 450 y0762 SCHEDULED 451 y4120 SCHEDULED 452 y1618 SCHEDULED 453 1627 SCHEDULED 454 y0830 SCHEDULED 455 y0466 SCHEDULED 456 y1113 SCHEDULED 457 G-10066 SCHEDULED 458 G-10023 SCHEDULED 459 y0794 SCHEDULED 460 1704 SCHEDULED 461 y1899 SCHEDULED 462 y0617 SCHEDULED 463 y0765 SCHEDULED 464 y1423 SCHEDULED 465 y0897 SCHEDULED 466 y0433 SCHEDULED 467 y1206 SCHEDULED 468 G-10087 SCHEDULED 469 y1419 SCHEDULED 470 y1435 SCHEDULED 471 y0733 SCHEDULED 472 y1869 SCHEDULED 473 y1841 SCHEDULED 474 y1717 SCHEDULED 475 y0635 SCHEDULED 476 y0537 SCHEDULED 477 G-10118 SCHEDULED 478 G-10106 SCHEDULED 479 y1267 SCHEDULED 480 R-5456E90A SCHEDULED 481 y1758 SCHEDULED 482 y0731 SCHEDULED 483 y0658 SCHEDULED 484 y0610 SCHEDULED 485 G-10054 SCHEDULED 486 R-5456E8EF SCHEDULED 487 1506 SCHEDULED 488 y0482 SCHEDULED 489 B-5456EBB6 SCHEDULED 490 B-5456E6CC SCHEDULED 491 O-5456E645 SCHEDULED 492 y0788 SCHEDULED 493 y0498 SCHEDULED 494 y0789 SCHEDULED 495 y1107 SCHEDULED 496 y0669 SCHEDULED 497 y1780 SCHEDULED 498 y0702 SCHEDULED 499 y0571 SCHEDULED 500 1626 SCHEDULED 501 O-5456E912 SCHEDULED 502 G-10076 SCHEDULED 503 y0583 SCHEDULED 504 y0538 SCHEDULED 505 y0475 SCHEDULED 506 y0767 SCHEDULED 507 G-10017 SCHEDULED 508 y1655 SCHEDULED 509 y0908 SCHEDULED 510 y0409 SCHEDULED 511 G-10033 SCHEDULED 512 y0460 SCHEDULED 513 y0763 SCHEDULED 514 y0849 SCHEDULED 515 y0403 SCHEDULED 516 y1641 SCHEDULED 517 R-5456DD83 SCHEDULED 518 y1885 SCHEDULED 519 y1259 SCHEDULED 520 G-10175 SCHEDULED 521 y0773 SCHEDULED 522 y0685 SCHEDULED 523 y1679 SCHEDULED 524 y0449 SCHEDULED 525 y1703 SCHEDULED 526 G-10128 SCHEDULED 527 y0441 SCHEDULED 528 y0823 SCHEDULED 529 G-10004 SCHEDULED 530 y0724 SCHEDULED 531 y1665 SCHEDULED 532 y0481 SCHEDULED 533 y0504 SCHEDULED 534 y0555 SCHEDULED 535 y1448 SCHEDULED 536 y0621 SCHEDULED 537 y0469 SCHEDULED 538 R-5456E5A0 SCHEDULED 539 R-5456E50A ADDED 540 y0705 SCHEDULED 541 y4118 SCHEDULED 542 y1616 SCHEDULED 543 43915 UNSCHEDULED 544 y4127 SCHEDULED 545 y0581 SCHEDULED 546 y0826 SCHEDULED 547 1707 SCHEDULED 548 y1606 SCHEDULED 549 y1711 SCHEDULED 550 G-10203 SCHEDULED 551 1512 SCHEDULED 552 y1219 SCHEDULED 553 y0632 SCHEDULED 554 y1647 SCHEDULED 555 y1846 SCHEDULED 556 y0755 SCHEDULED 557 y0888 SCHEDULED 558 y1897 SCHEDULED 559 R-5456E8FE SCHEDULED 560 y0720 SCHEDULED 561 y1443 SCHEDULED 562 y1811 SCHEDULED 563 y1669 SCHEDULED 564 y0862 SCHEDULED 565 y1909 SCHEDULED 566 y1632 SCHEDULED 567 G-10063 SCHEDULED 568 y0605 SCHEDULED 569 O-5456E017 SCHEDULED 570 y0478 SCHEDULED 571 y1257 SCHEDULED 572 y1892 SCHEDULED 573 y0725 SCHEDULED 574 y0591 SCHEDULED 575 y1849 SCHEDULED 576 y1415 SCHEDULED 577 R-5456E8E7 SCHEDULED 578 y1856 SCHEDULED 579 y1277 SCHEDULED 580 G-10114 SCHEDULED 581 y0675 SCHEDULED 582 y1739 SCHEDULED 583 y0842 SCHEDULED 584 y0542 SCHEDULED 585 y0418 SCHEDULED 586 y1834 SCHEDULED 587 y1708 SCHEDULED 588 y1406 SCHEDULED 589 y1272 SCHEDULED 590 y0752 SCHEDULED 591 y1648 SCHEDULED 592 G-10207 SCHEDULED 593 G-10081 SCHEDULED 594 y1637 SCHEDULED 595 y0606 SCHEDULED 596 y0453 SCHEDULED 597 y1805 SCHEDULED 598 y0609 SCHEDULED 599 y1828 SCHEDULED 600 y0452 SCHEDULED 601 saucon165 UNSCHEDULED 602 G-10155 SCHEDULED 603 y0835 SCHEDULED 604 y1649 SCHEDULED 605 y0496 SCHEDULED 606 G-10115 SCHEDULED 607 y1855 SCHEDULED 608 y0792 SCHEDULED 609 y0524 SCHEDULED 610 y1269 SCHEDULED 611 y0456 SCHEDULED 612 G-10013 ADDED 613 y1767 SCHEDULED 614 y0562 SCHEDULED 615 y1128 SCHEDULED 616 y1402 SCHEDULED 617 G-10190 ADDED 618 y1924 SCHEDULED 619 y1888 SCHEDULED 620 y0869 SCHEDULED 621 y1808 SCHEDULED 622 y0657 SCHEDULED 623 y1661 SCHEDULED 624 y1887 SCHEDULED 625 y1891 SCHEDULED 626 R-5456E90C SCHEDULED 627 y1672 SCHEDULED 628 1824 SCHEDULED 629 y0559 SCHEDULED 630 y1265 SCHEDULED 631 y0495 SCHEDULED 632 y1776 SCHEDULED 633 y0557 SCHEDULED 634 y1901 SCHEDULED 635 y1740 SCHEDULED 636 y1807 SCHEDULED 637 y0811 SCHEDULED 638 y1633 SCHEDULED 639 y1202 SCHEDULED 640 y0405 SCHEDULED 641 y1837 SCHEDULED 642 y1651 SCHEDULED 643 1717 SCHEDULED 644 y1903 SCHEDULED 645 y0889 SCHEDULED 646 y1212 SCHEDULED 647 y1105 SCHEDULED 648 43916 UNSCHEDULED 649 y0663 SCHEDULED 650 y0716 SCHEDULED 651 y1777 SCHEDULED 652 y1756 SCHEDULED 653 1805 SCHEDULED 654 1814 SCHEDULED 655 1533 SCHEDULED 656 y1258 SCHEDULED 657 B-5456EBDA SCHEDULED 658 y1917 SCHEDULED 659 y0545 SCHEDULED 660 y0704 SCHEDULED 661 1807 SCHEDULED 662 y0861 SCHEDULED 663 y0661 SCHEDULED 664 saucon133YL UNSCHEDULED 665 y1615 SCHEDULED 666 y0875 SCHEDULED 667 y1626 SCHEDULED 668 B-5456E907 SCHEDULED 669 y1693 SCHEDULED 670 y1608 SCHEDULED 671 y0764 SCHEDULED 672 G-10163 SCHEDULED 673 y1763 SCHEDULED 674 y1203 SCHEDULED 675 G-10139 SCHEDULED 676 y0898 SCHEDULED 677 y0516 SCHEDULED 678 1800 SCHEDULED 679 y1809 SCHEDULED 680 y0558 SCHEDULED 681 y1726 SCHEDULED 682 y1417 SCHEDULED 683 G-10185 SCHEDULED 684 1719 SCHEDULED 685 1651 SCHEDULED 686 y0554 SCHEDULED 687 1818 SCHEDULED 688 y1843 SCHEDULED 689 y1847 SCHEDULED 690 y0550 SCHEDULED 691 y1438 SCHEDULED 692 G-10149 SCHEDULED 693 y1213 SCHEDULED 694 R-5456EC32 SCHEDULED 695 y0884 SCHEDULED 696 O-5456E8F7 SCHEDULED 697 G-10040 SCHEDULED 698 y0564 SCHEDULED 699 y0427 SCHEDULED 700 R-5456E8EC SCHEDULED 701 saucon162 UNSCHEDULED 702 y1638 SCHEDULED 703 y0695 SCHEDULED 704 y0758 SCHEDULED 705 y1753 SCHEDULED 706 y1760 SCHEDULED 707 G-10189 SCHEDULED 708 y0885 SCHEDULED 709 y1859 SCHEDULED 710 y0781 SCHEDULED 711 y0745 SCHEDULED 712 y0546 SCHEDULED 713 B-5456E8F1 SCHEDULED 714 y1624 SCHEDULED 715 y0853 SCHEDULED 716 1507 SCHEDULED 717 y0866 SCHEDULED 718 y1409 SCHEDULED 719 y1673 SCHEDULED 720 y1204 SCHEDULED 721 1810 SCHEDULED 722 G-10056 SCHEDULED 723 y1785 SCHEDULED 724 y1757 SCHEDULED 725 y1109 SCHEDULED 726 y1812 SCHEDULED 727 y1114 SCHEDULED 728 y1832 SCHEDULED 729 y0784 SCHEDULED 730 y0620 SCHEDULED 731 y0612 SCHEDULED 732 G-10198 ADDED 733 y4102 SCHEDULED 734 y0412 SCHEDULED 735 y1709 SCHEDULED 736 y1743 SCHEDULED 737 y1759 SCHEDULED 738 y0462 SCHEDULED 739 y0442 SCHEDULED 740 y1880 SCHEDULED 741 y1263 SCHEDULED 742 1714 SCHEDULED 743 saucon172 UNSCHEDULED 744 y0689 SCHEDULED 745 y0573 SCHEDULED 746 1647 SCHEDULED 747 y0429 SCHEDULED 748 y0799 SCHEDULED 749 y0893 SCHEDULED 750 y1116 SCHEDULED 751 1641 SCHEDULED 752 y1430 SCHEDULED 753 y0676 SCHEDULED 754 y1411 SCHEDULED 755 y0540 SCHEDULED 756 y1429 SCHEDULED 757 y1602 SCHEDULED 758 y0860 SCHEDULED 759 y0499 SCHEDULED 760 y0770 SCHEDULED 761 1724 SCHEDULED 762 G-10042 SCHEDULED 763 B-5456E8E9 SCHEDULED 764 y1819 SCHEDULED 765 y1635 SCHEDULED 766 1827 SCHEDULED 767 y1687 SCHEDULED 768 y0907 SCHEDULED 769 y1410 SCHEDULED 770 y0515 SCHEDULED 771 y1836 SCHEDULED 772 1816 SCHEDULED 773 y0519 SCHEDULED 774 y1451 SCHEDULED 775 y0693 SCHEDULED 776 y1281 SCHEDULED 777 y0662 SCHEDULED 778 y4126 SCHEDULED 779 y0535 SCHEDULED 780 1817 SCHEDULED 781 y4115 SCHEDULED 782 G-10122 SCHEDULED 783 y0493 SCHEDULED 784 y1112 SCHEDULED 785 y0626 SCHEDULED 786 y1878 SCHEDULED 787 y1844 SCHEDULED 788 y0701 SCHEDULED 789 y0603 SCHEDULED 790 y0404 SCHEDULED 791 y1405 SCHEDULED 792 y1629 SCHEDULED 793 y1400 SCHEDULED 794 y0857 SCHEDULED 795 y0785 SCHEDULED 796 y0578 SCHEDULED 797 y0749 SCHEDULED 798 y1886 SCHEDULED 799 y0454 SCHEDULED 800 G-10047 SCHEDULED 801 y1898 SCHEDULED 802 y1426 SCHEDULED 803 y0821 SCHEDULED 804 y0530 SCHEDULED 805 1809 SCHEDULED 806 y1848 SCHEDULED 807 y0706 SCHEDULED 808 y1784 SCHEDULED 809 y0743 SCHEDULED 810 y1252 SCHEDULED 811 y0729 SCHEDULED 812 1634 SCHEDULED 813 y1799 SCHEDULED 814 y1408 SCHEDULED 815 y0834 SCHEDULED 816 y0715 SCHEDULED 817 y0566 SCHEDULED 818 y0483 SCHEDULED 819 y0623 SCHEDULED 820 y1792 SCHEDULED 821 y0776 SCHEDULED 822 y0589 SCHEDULED 823 y0814 SCHEDULED 824 y0644 SCHEDULED 825 y0611 SCHEDULED 826 y0645 SCHEDULED 827 1652 SCHEDULED 828 y0543 SCHEDULED 829 y0774 SCHEDULED 830 y1636 SCHEDULED 831 y0703 SCHEDULED 832 y1642 SCHEDULED 833 y0726 SCHEDULED 834 y0629 SCHEDULED 835 y1851 SCHEDULED 836 y0580 SCHEDULED 837 y1605 SCHEDULED 838 G-10105 SCHEDULED 839 y4110 SCHEDULED 840 3000 SCHEDULED 841 y0777 SCHEDULED 842 y1786 SCHEDULED 843 y1806 SCHEDULED 844 y0561 SCHEDULED 845 G-10111 SCHEDULED 846 y1771 SCHEDULED 847 y1905 SCHEDULED 848 y0711 SCHEDULED 849 y0624 SCHEDULED 850 y0890 SCHEDULED 851 y0839 SCHEDULED 852 y1657 SCHEDULED 853 y1724 SCHEDULED 854 y1617 SCHEDULED 855 y1698 SCHEDULED 856 y0457 SCHEDULED 857 y0585 SCHEDULED 858 y0750 SCHEDULED 859 G-10046 SCHEDULED 860 y1854 SCHEDULED 861 y0892 SCHEDULED 862 G-10095 SCHEDULED 863 y1288 SCHEDULED 864 O-5456E949 SCHEDULED 865 y0809 SCHEDULED 866 y1915 SCHEDULED 867 y1452 SCHEDULED 868 y0806 SCHEDULED 869 y0613 SCHEDULED 870 y0556 SCHEDULED 871 G-10132 SCHEDULED 872 y1722 SCHEDULED 873 y0614 SCHEDULED 874 y1416 SCHEDULED 875 G-10186 ADDED 876 y0808 SCHEDULED 877 y1453 SCHEDULED 878 y0847 SCHEDULED 879 y0527 SCHEDULED 880 G-10201 SCHEDULED 881 y0707 SCHEDULED 882 y4107 SCHEDULED 883 y0751 SCHEDULED 884 G-10085 SCHEDULED 885 y0410 SCHEDULED 886 R-5456EBE6 SCHEDULED 887 y0549 SCHEDULED 888 y1653 SCHEDULED 889 B-5456EB90 SCHEDULED 890 y0859 SCHEDULED 891 y1912 SCHEDULED 892 y0728 SCHEDULED 893 y1721 SCHEDULED
dict_obj['entity'][8]
{'id': 'y1697', 'vehicle': {'trip': {'tripId': '37667281', 'startDate': '20180716', 'scheduleRelationship': 'SCHEDULED', 'routeId': '38', 'directionId': 1}, 'position': {'latitude': 42.305789947509766, 'longitude': -71.11473846435547, 'bearing': 135.0}, 'currentStopSequence': 28, 'currentStatus': 'STOPPED_AT', 'timestamp': '1531777213', 'stopId': '2006', 'vehicle': {'id': 'y1697', 'label': '1697'}}}
df['humantime'] = df.apply( lambda row: datetime.datetime.utcfromtimestamp(int(row['timestamp'])),axis=1 )
feedtime = int(dict_obj['header']['timestamp'])
print('Feed timestamp:',feedtime,',', datetime.datetime.utcfromtimestamp(feedtime))
df['feed time'] = datetime.datetime.utcfromtimestamp(feedtime)
Feed timestamp: 1531777281 , 2018-07-16 21:41:21
df
id | trip_id | route_id | direction_id | schedule_relationship | start_date | latitude | longitude | bearing | current_stop_sequence | current_status | timestamp | stop_id | vehicle_id | label | humantime | feed time | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | y1619 | 37665874 | 29 | 0 | SCHEDULED | 20180716 | 42.287960 | -71.090332 | 180.0 | 20 | INCOMING_AT | 1531777190 | 11712 | y1619 | 1619 | 2018-07-16 21:39:50 | 2018-07-16 21:41:21 |
1 | y0741 | 37647581 | 435 | 1 | SCHEDULED | 20180716 | 42.525085 | -70.925606 | 135.0 | 10 | IN_TRANSIT_TO | 1531777221 | 4936 | y0741 | 0741 | 2018-07-16 21:40:21 | 2018-07-16 21:41:21 |
2 | y1762 | 37695512 | 22 | 0 | SCHEDULED | 20180716 | 42.336040 | -71.089607 | 225.0 | 1 | STOPPED_AT | 1531777234 | 17862 | y1762 | 1762 | 2018-07-16 21:40:34 | 2018-07-16 21:41:21 |
3 | y1858 | 37695943 | 44 | 1 | SCHEDULED | 20180716 | 42.313019 | -71.094673 | 135.0 | 7 | STOPPED_AT | 1531777137 | 11413 | y1858 | 1858 | 2018-07-16 21:38:57 | 2018-07-16 21:41:21 |
4 | y1439 | 37472108 | 350 | 0 | SCHEDULED | 20180716 | 42.502911 | -71.195442 | 0.0 | 55 | INCOMING_AT | 1531777180 | 1696 | y1439 | 1439 | 2018-07-16 21:39:40 | 2018-07-16 21:41:21 |
5 | y0509 | 37701697 | 502 | 1 | SCHEDULED | 20180716 | 42.348248 | -71.076469 | 90.0 | 6 | STOPPED_AT | 1531777219 | 71855 | y0509 | 0509 | 2018-07-16 21:40:19 | 2018-07-16 21:41:21 |
6 | y0440 | 37482548 | 108 | 0 | SCHEDULED | 20180716 | 42.425297 | -71.068504 | 90.0 | 24 | IN_TRANSIT_TO | 1531777226 | 5457 | y0440 | 0440 | 2018-07-16 21:40:26 | 2018-07-16 21:41:21 |
7 | y0574 | 37701922 | 501 | 1 | SCHEDULED | 20180716 | 42.346283 | -71.152237 | 45.0 | 1 | STOPPED_AT | 1531777235 | 994 | y0574 | 0574 | 2018-07-16 21:40:35 | 2018-07-16 21:41:21 |
8 | y1697 | 37667281 | 38 | 1 | SCHEDULED | 20180716 | 42.305790 | -71.114738 | 135.0 | 28 | STOPPED_AT | 1531777213 | 2006 | y1697 | 1697 | 2018-07-16 21:40:13 | 2018-07-16 21:41:21 |
9 | 1821 | CR-Weekday-Spring-18-331 | CR-Lowell | 0 | SCHEDULED | 20180716 | 42.517250 | -71.144539 | 335.0 | 5 | STOPPED_AT | 1531777243 | Anderson/ Woburn | 1821 | 1821 | 2018-07-16 21:40:43 | 2018-07-16 21:41:21 |
10 | G-10097 | 37166912 | Green-D | 0 | SCHEDULED | 20180716 | 42.336048 | -71.249619 | 315.0 | 570 | INCOMING_AT | 1531777273 | 70161 | G-10097 | 3697-3878 | 2018-07-16 21:41:13 | 2018-07-16 21:41:21 |
11 | y1266 | 37402967 | 28 | 0 | SCHEDULED | 20180716 | 42.336849 | -71.088387 | 225.0 | 1 | STOPPED_AT | 1531777153 | 17862 | y1266 | 1266 | 2018-07-16 21:39:13 | 2018-07-16 21:41:21 |
12 | R-5456C2E9 | 37645892-K | Red | 0 | SCHEDULED | 20180716 | 42.210289 | -71.001259 | 190.0 | 220 | INCOMING_AT | 1531777189 | 70105 | R-5456C2E9 | 1729 | 2018-07-16 21:39:49 | 2018-07-16 21:41:21 |
13 | y1815 | 37696306 | 45 | 0 | SCHEDULED | 20180716 | 42.320969 | -71.077530 | 180.0 | 13 | STOPPED_AT | 1531777200 | 1580 | y1815 | 1815 | 2018-07-16 21:40:00 | 2018-07-16 21:41:21 |
14 | y1920 | 37486248 | 352 | 0 | SCHEDULED | 20180716 | 42.360748 | -71.060760 | 315.0 | 2 | STOPPED_AT | 1531777182 | 4510 | y1920 | 1920 | 2018-07-16 21:39:42 | 2018-07-16 21:41:21 |
15 | y1782 | 37697161 | 9 | 0 | SCHEDULED | 20180716 | 42.347389 | -71.075882 | 0.0 | 1 | IN_TRANSIT_TO | 1531777217 | 175 | y1782 | 1782 | 2018-07-16 21:40:17 | 2018-07-16 21:41:21 |
16 | y0588 | 37701604 | 747 | 1 | SCHEDULED | 20180716 | 42.365108 | -71.090263 | 90.0 | 8 | IN_TRANSIT_TO | 1531777183 | 11771 | y0588 | 0588 | 2018-07-16 21:39:43 | 2018-07-16 21:41:21 |
17 | y4123 | 37628243 | 73 | 1 | SCHEDULED | 20180716 | 42.376774 | -71.161942 | 90.0 | 11 | STOPPED_AT | 1531777210 | 2112 | y4123 | 4123 | 2018-07-16 21:40:10 | 2018-07-16 21:41:21 |
18 | G-10112 | 37166266 | Green-C | 0 | SCHEDULED | 20180716 | 42.359291 | -71.059509 | 215.0 | 60 | IN_TRANSIT_TO | 1531777221 | 70197 | G-10112 | 3845-3676 | 2018-07-16 21:40:21 | 2018-07-16 21:41:21 |
19 | y0431 | 37482472 | 106 | 0 | SCHEDULED | 20180716 | 42.423576 | -71.067307 | 0.0 | 16 | STOPPED_AT | 1531777213 | 5454 | y0431 | 0431 | 2018-07-16 21:40:13 | 2018-07-16 21:41:21 |
20 | y1852 | 37696230 | 18 | 1 | SCHEDULED | 20180716 | 42.311440 | -71.057518 | 0.0 | 24 | IN_TRANSIT_TO | 1531777227 | 352 | y1852 | 1852 | 2018-07-16 21:40:27 | 2018-07-16 21:41:21 |
21 | y1449 | 37470816 | 62 | 1 | SCHEDULED | 20180716 | 42.424370 | -71.183357 | 90.0 | 62 | INCOMING_AT | 1531777172 | 6203 | y1449 | 1449 | 2018-07-16 21:39:32 | 2018-07-16 21:41:21 |
22 | 1708 | CR-Weekday-Spring-18-523 | CR-Worcester | 0 | SCHEDULED | 20180716 | 42.351021 | -71.055420 | 206.0 | 1 | STOPPED_AT | 1531777237 | South Station | 1708 | 1708 | 2018-07-16 21:40:37 | 2018-07-16 21:41:21 |
23 | O-5456EB16 | 37642017 | Orange | 0 | SCHEDULED | 20180716 | 42.313938 | -71.105743 | 205.0 | 180 | IN_TRANSIT_TO | 1531777266 | 70002 | O-5456EB16 | 1315 | 2018-07-16 21:41:06 | 2018-07-16 21:41:21 |
24 | R-5456E8E3 | 37645895-K | Red | 0 | SCHEDULED | 20180716 | 42.347591 | -71.054169 | 210.0 | 100 | INCOMING_AT | 1531777258 | 70081 | R-5456E8E3 | 1873 | 2018-07-16 21:40:58 | 2018-07-16 21:41:21 |
25 | y0468 | 37701355 | 502 | 0 | SCHEDULED | 20180716 | 42.357433 | -71.184082 | 270.0 | 3 | IN_TRANSIT_TO | 1531777215 | 9031 | y0468 | 0468 | 2018-07-16 21:40:15 | 2018-07-16 21:41:21 |
26 | y0718 | 37486748 | 101 | 0 | SCHEDULED | 20180716 | 42.385014 | -71.075050 | 45.0 | 3 | IN_TRANSIT_TO | 1531777208 | 2718 | y0718 | 0718 | 2018-07-16 21:40:08 | 2018-07-16 21:41:21 |
27 | y1835 | 37695510 | 22 | 0 | SCHEDULED | 20180716 | 42.311508 | -71.093384 | 180.0 | 13 | STOPPED_AT | 1531777207 | 17421 | y1835 | 1835 | 2018-07-16 21:40:07 | 2018-07-16 21:41:21 |
28 | R-5456E90E | 37645954-K | Red | 1 | SCHEDULED | 20180716 | 42.214840 | -71.000519 | 10.0 | 10 | IN_TRANSIT_TO | 1531777204 | 70104 | R-5456E90E | 1851 | 2018-07-16 21:40:04 | 2018-07-16 21:41:21 |
29 | y0740 | 37647733 | 442 | 1 | SCHEDULED | 20180716 | 42.508041 | -70.846283 | 315.0 | 10 | IN_TRANSIT_TO | 1531777062 | 4840 | y0740 | 0740 | 2018-07-16 21:37:42 | 2018-07-16 21:41:21 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
863 | O-5456E949 | 37642046 | Orange | 1 | SCHEDULED | 20180716 | 42.392502 | -71.077148 | 355.0 | 160 | STOPPED_AT | 1531777043 | 70279 | O-5456E949 | 1299 | 2018-07-16 21:37:23 | 2018-07-16 21:41:21 |
864 | y0809 | 37616631 | 245 | 1 | SCHEDULED | 20180716 | 42.256161 | -71.009262 | 315.0 | 2 | STOPPED_AT | 1531777208 | 3093 | y0809 | 0809 | 2018-07-16 21:40:08 | 2018-07-16 21:41:21 |
865 | y1915 | 37470897 | 67 | 1 | SCHEDULED | 20180716 | 42.434978 | -71.172974 | 315.0 | 19 | STOPPED_AT | 1531777209 | 7959 | y1915 | 1915 | 2018-07-16 21:40:09 | 2018-07-16 21:41:21 |
866 | y1452 | 37486745 | 101 | 0 | SCHEDULED | 20180716 | 42.423672 | -71.090393 | 45.0 | 35 | STOPPED_AT | 1531777192 | 5333 | y1452 | 1452 | 2018-07-16 21:39:52 | 2018-07-16 21:41:21 |
867 | y0806 | 37617216 | 216 | 0 | SCHEDULED | 20180716 | 42.252163 | -71.005035 | 225.0 | 1 | STOPPED_AT | 1531777192 | 32002 | y0806 | 0806 | 2018-07-16 21:39:52 | 2018-07-16 21:41:21 |
868 | y0613 | 37471943 | 87 | 1 | SCHEDULED | 20180716 | 42.402996 | -71.127083 | 135.0 | 12 | STOPPED_AT | 1531777210 | 2577 | y0613 | 0613 | 2018-07-16 21:40:10 | 2018-07-16 21:41:21 |
869 | y0556 | 37701419 | 553 | 1 | SCHEDULED | 20180716 | 42.353889 | -71.198921 | 90.0 | 38 | STOPPED_AT | 1531777183 | 76431 | y0556 | 0556 | 2018-07-16 21:39:43 | 2018-07-16 21:41:21 |
870 | G-10132 | 37166209 | Green-C | 1 | SCHEDULED | 20180716 | 42.359268 | -71.059448 | 35.0 | 610 | STOPPED_AT | 1531777216 | 70201 | G-10132 | 3825-3688 | 2018-07-16 21:40:16 | 2018-07-16 21:41:21 |
871 | y1722 | 37697049 | 66 | 0 | SCHEDULED | 20180716 | 42.354500 | -71.135719 | 45.0 | 27 | IN_TRANSIT_TO | 1531777181 | 2558 | y1722 | 1722 | 2018-07-16 21:39:41 | 2018-07-16 21:41:21 |
872 | y0614 | 37486487 | 92 | 1 | SCHEDULED | 20180716 | 42.363049 | -71.059441 | 225.0 | 13 | IN_TRANSIT_TO | 1531777186 | 65471 | y0614 | 0614 | 2018-07-16 21:39:46 | 2018-07-16 21:41:21 |
873 | y1416 | 37486107 | 111 | 0 | SCHEDULED | 20180716 | 42.391441 | -71.034767 | 45.0 | 9 | IN_TRANSIT_TO | 1531777210 | 5618 | y1416 | 1416 | 2018-07-16 21:40:10 | 2018-07-16 21:41:21 |
874 | G-10186 | ADDED-1531354101 | Green-E | 1 | ADDED | 20180716 | 42.345341 | -71.081703 | 45.0 | 540 | STOPPED_AT | 1531777240 | 70240 | G-10186 | 3662-3859 | 2018-07-16 21:40:40 | 2018-07-16 21:41:21 |
875 | y0808 | 37616700 | 240 | 0 | SCHEDULED | 20180716 | 42.284317 | -71.063927 | 0.0 | 1 | STOPPED_AT | 1531777183 | 334 | y0808 | 0808 | 2018-07-16 21:39:43 | 2018-07-16 21:41:21 |
876 | y1453 | 37471573 | 77 | 0 | SCHEDULED | 20180716 | 42.404591 | -71.140747 | 315.0 | 15 | STOPPED_AT | 1531777196 | 2276 | y1453 | 1453 | 2018-07-16 21:39:56 | 2018-07-16 21:41:21 |
877 | y0847 | 37647572 | 435 | 0 | SCHEDULED | 20180716 | 42.487076 | -70.954826 | 270.0 | 22 | INCOMING_AT | 1531777228 | 6862 | y0847 | 0847 | 2018-07-16 21:40:28 | 2018-07-16 21:41:21 |
878 | y0527 | 37482123 | 430 | 1 | SCHEDULED | 20180716 | 42.452053 | -71.006721 | 135.0 | 16 | STOPPED_AT | 1531777136 | 7513 | y0527 | 0527 | 2018-07-16 21:38:56 | 2018-07-16 21:41:21 |
879 | G-10201 | 37165526 | Green-E | 1 | SCHEDULED | 20180716 | 42.349972 | -71.077477 | 60.0 | 580 | INCOMING_AT | 1531777240 | 70156 | G-10201 | 3631-3846 | 2018-07-16 21:40:40 | 2018-07-16 21:41:21 |
880 | y0707 | 37471605 | 78 | 0 | SCHEDULED | 20180716 | 42.373062 | -71.122261 | 315.0 | 2 | IN_TRANSIT_TO | 1531777044 | 2170 | y0707 | 0707 | 2018-07-16 21:37:24 | 2018-07-16 21:41:21 |
881 | y4107 | 37627988 | 73 | 1 | SCHEDULED | 20180716 | 42.380516 | -71.174683 | 90.0 | 9 | IN_TRANSIT_TO | 1531777231 | 2108 | y4107 | 4107 | 2018-07-16 21:40:31 | 2018-07-16 21:41:21 |
882 | y0751 | 37647899 | 120 | 0 | SCHEDULED | 20180716 | 42.369213 | -71.039597 | 270.0 | 31 | STOPPED_AT | 1531777212 | 5740 | y0751 | 0751 | 2018-07-16 21:40:12 | 2018-07-16 21:41:21 |
883 | G-10085 | 37166913 | Green-D | 0 | SCHEDULED | 20180716 | 42.327942 | -71.173012 | 315.0 | 520 | IN_TRANSIT_TO | 1531777273 | 70171 | G-10085 | 3645-3866 | 2018-07-16 21:41:13 | 2018-07-16 21:41:21 |
884 | y0410 | 37482242 | 131 | 0 | SCHEDULED | 20180716 | 42.469639 | -71.073708 | 270.0 | 33 | STOPPED_AT | 1531777208 | 5933 | y0410 | 0410 | 2018-07-16 21:40:08 | 2018-07-16 21:41:21 |
885 | R-5456EBE6 | 37645894-K | Red | 0 | SCHEDULED | 20180716 | 42.358269 | -71.066048 | 130.0 | 70 | INCOMING_AT | 1531777259 | 70075 | R-5456EBE6 | 1811 | 2018-07-16 21:40:59 | 2018-07-16 21:41:21 |
886 | y0549 | 37701696 | 170 | 1 | SCHEDULED | 20180716 | 42.356979 | -71.238121 | 135.0 | 52 | STOPPED_AT | 1531777221 | 7617 | y0549 | 0549 | 2018-07-16 21:40:21 | 2018-07-16 21:41:21 |
887 | y1653 | 37666597 | 32 | 1 | SCHEDULED | 20180716 | 42.255230 | -71.124290 | 180.0 | 18 | STOPPED_AT | 1531777179 | 2819 | y1653 | 1653 | 2018-07-16 21:39:39 | 2018-07-16 21:41:21 |
888 | B-5456EB90 | 37339041 | Blue | 1 | SCHEDULED | 20180716 | 42.390659 | -70.996986 | 35.0 | 80 | STOPPED_AT | 1531777229 | 70054 | B-5456EB90 | 0719 | 2018-07-16 21:40:29 | 2018-07-16 21:41:21 |
889 | y0859 | 37647602 | 436 | 0 | SCHEDULED | 20180716 | 42.462208 | -70.945137 | 45.0 | 1 | STOPPED_AT | 1531777213 | 14748 | y0859 | 0859 | 2018-07-16 21:40:13 | 2018-07-16 21:41:21 |
890 | y1912 | 37486468 | 93 | 1 | SCHEDULED | 20180716 | 42.363441 | -71.058777 | 225.0 | 17 | IN_TRANSIT_TO | 1531777201 | 30203 | y1912 | 1912 | 2018-07-16 21:40:01 | 2018-07-16 21:41:21 |
891 | y0728 | 37486692 | 101 | 1 | SCHEDULED | 20180716 | 42.422237 | -71.093498 | 270.0 | 10 | STOPPED_AT | 1531777198 | 5283 | y0728 | 0728 | 2018-07-16 21:39:58 | 2018-07-16 21:41:21 |
892 | y1721 | 37696152 | 15 | 0 | SCHEDULED | 20180716 | 42.326511 | -71.075859 | 135.0 | 9 | STOPPED_AT | 1531777203 | 1496 | y1721 | 1721 | 2018-07-16 21:40:03 | 2018-07-16 21:41:21 |
893 rows × 17 columns
dfUnscheduled = df[df['schedule_relationship'] == 'UNSCHEDULED']
dfUnscheduled
id | trip_id | route_id | direction_id | schedule_relationship | start_date | latitude | longitude | bearing | current_stop_sequence | current_status | timestamp | stop_id | vehicle_id | label | humantime | feed time | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | saucon163 | BL-104914849 | Shuttle005 | UNSCHEDULED | 42.267635 | -71.015984 | 310.0 | 1531777240 | saucon163 | 2018-07-16 21:40:40 | 2018-07-16 21:41:21 | ||||||
84 | saucon143 | BL-22794120 | Shuttle005 | UNSCHEDULED | 42.528446 | -71.073524 | 279.0 | 1531775619 | saucon143 | 2018-07-16 21:13:39 | 2018-07-16 21:41:21 | ||||||
139 | saucon174 | BL-104455314 | Shuttle005 | UNSCHEDULED | 42.265064 | -71.019279 | 142.0 | 1531777222 | saucon174 | 2018-07-16 21:40:22 | 2018-07-16 21:41:21 | ||||||
215 | saucon161 | BL-80344093 | Shuttle005 | UNSCHEDULED | 42.269035 | -71.018326 | 129.0 | 1531777250 | saucon161 | 2018-07-16 21:40:50 | 2018-07-16 21:41:21 | ||||||
375 | saucon173 | BL-45057939 | Shuttle005 | UNSCHEDULED | 42.249531 | -71.004295 | 341.0 | 1531777254 | saucon173 | 2018-07-16 21:40:54 | 2018-07-16 21:41:21 | ||||||
383 | saucon130 | BL-108661706 | Shuttle005 | UNSCHEDULED | 42.276867 | -71.030418 | 52.0 | 1531776955 | saucon130 | 2018-07-16 21:35:55 | 2018-07-16 21:41:21 | ||||||
542 | 43915 | BL-46025047 | 710 | UNSCHEDULED | 42.424938 | -71.110062 | 359.0 | 1531777260 | 43915 | 2018-07-16 21:41:00 | 2018-07-16 21:41:21 | ||||||
600 | saucon165 | BL-131534314 | Shuttle005 | UNSCHEDULED | 42.275467 | -71.028267 | 43.0 | 1531777257 | saucon165 | 2018-07-16 21:40:57 | 2018-07-16 21:41:21 | ||||||
647 | 43916 | BL-119282799 | UNSCHEDULED | 42.259773 | -70.844849 | 359.0 | 1531777260 | 43916 | 2018-07-16 21:41:00 | 2018-07-16 21:41:21 | |||||||
663 | saucon133YL | BL-15279935 | Shuttle005 | UNSCHEDULED | 42.338757 | -71.044769 | 234.0 | 1531777185 | saucon133YL | 2018-07-16 21:39:45 | 2018-07-16 21:41:21 | ||||||
700 | saucon162 | BL-28285035 | Shuttle005 | UNSCHEDULED | 42.276997 | -71.030266 | 52.0 | 1531776991 | saucon162 | 2018-07-16 21:36:31 | 2018-07-16 21:41:21 | ||||||
742 | saucon172 | BL-110788986 | Shuttle005 | UNSCHEDULED | 42.399734 | -71.260101 | 16.0 | 1531777249 | saucon172 | 2018-07-16 21:40:49 | 2018-07-16 21:41:21 |
dfAdded = df[ df['schedule_relationship'] == 'ADDED' ]
dfAdded
id | trip_id | route_id | direction_id | schedule_relationship | start_date | latitude | longitude | bearing | current_stop_sequence | current_status | timestamp | stop_id | vehicle_id | label | humantime | feed time | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
189 | G-10108 | ADDED-1531354100 | Green-C | 0 | ADDED | 20180716 | 42.342049 | -71.121788 | 225.0 | 370 | INCOMING_AT | 1531777264 | 70223 | G-10108 | 3836-3603 | 2018-07-16 21:41:04 | 2018-07-16 21:41:21 |
265 | G-10002 | ADDED-1531354099 | Green-D | 1 | ADDED | 20180716 | 42.345169 | -71.104561 | 45.0 | 430 | STOPPED_AT | 1531777272 | 70186 | G-10002 | 3876-3652 | 2018-07-16 21:41:12 | 2018-07-16 21:41:21 |
538 | R-5456E50A | ADDED-1531354087 | Red | 0 | ADDED | 20180716 | 42.330219 | -71.056999 | 175.0 | 110 | STOPPED_AT | 1531777230 | 70083 | R-5456E50A | 1840 | 2018-07-16 21:40:30 | 2018-07-16 21:41:21 |
611 | G-10013 | ADDED-1531354103 | Green-B | 0 | ADDED | 20180716 | 42.359890 | -71.058968 | 215.0 | 40 | STOPPED_AT | 1531777254 | 70202 | G-10013 | 3633-3857 | 2018-07-16 21:40:54 | 2018-07-16 21:41:21 |
616 | G-10190 | ADDED-1531354102 | Green-E | 1 | ADDED | 20180716 | 42.371078 | -71.077232 | 305.0 | 650 | STOPPED_AT | 1531776979 | 70209 | G-10190 | 3894 | 2018-07-16 21:36:19 | 2018-07-16 21:41:21 |
731 | G-10198 | ADDED-1531354098 | Green-E | 1 | ADDED | 20180716 | 42.351799 | -71.070808 | 60.0 | 590 | IN_TRANSIT_TO | 1531777253 | 70158 | G-10198 | 3669-3872 | 2018-07-16 21:40:53 | 2018-07-16 21:41:21 |
874 | G-10186 | ADDED-1531354101 | Green-E | 1 | ADDED | 20180716 | 42.345341 | -71.081703 | 45.0 | 540 | STOPPED_AT | 1531777240 | 70240 | G-10186 | 3662-3859 | 2018-07-16 21:40:40 | 2018-07-16 21:41:21 |
print(datetime.datetime.utcfromtimestamp(1531597955))
2018-07-14 19:52:35
df.to_csv('MBTA-2018-07-16 21.41.21.csv', index_label='sr')