When running the below code I'm getting the following error:
ValueError: Invalid file path or buffer object type: class 'dict'>
code:
import requests as rq
import pandas as pd
import json
df = pd.DataFrame()
temp = pd.DataFrame()
with open("tfl_list_stops.txt", encoding="utf-8") as file:
fileList = [line.strip() for line in file]
for ids in fileList:
r = rq.get('https://api.tfl.gov.uk/StopPoint/' + ids + '?includeCrowdingData=true')
r = r.text
content = json.loads(r)
temp = pd.read_json(content)
df = pd.concat([df, temp], axis=1)
df.to_csv('stop_loc.csv')
You can try this,
import requests as rq
import pandas as pd
import json
dfs = []
with open('tfl_list_stops.txt', encoding='utf-8') as file:
file_list = [line.strip() for line in file]
for ids in file_list:
url = 'https://api.tfl.gov.uk/StopPoint/' + ids + '?includeCrowdingData=true'
r = rq.get(url)
content = json.loads(r.text)
dfs.append(pd.DataFrame([content]))
df = pd.concat(dfs, ignore_index=True, sort=False)
df.to_csv('stop_loc.csv')
print(df)
$type naptanId \
0 Tfl.Api.Presentation.Entities.StopPoint, Tfl.A... 940GZZLUBMY
modes icsCode smsCode stopType stationNaptan \
0 [bus, tube] 1000021 77031 NaptanMetroStation 940GZZLUBMY
lines \
0 [{'$type': 'Tfl.Api.Presentation.Entities.Iden...
lineGroup \
0 [{'$type': 'Tfl.Api.Presentation.Entities.Line...
lineModeGroups status id \
0 [{'$type': 'Tfl.Api.Presentation.Entities.Line... True 940GZZLUBMY
commonName placeType \
0 Bermondsey Underground Station StopPoint
additionalProperties \
0 [{'$type': 'Tfl.Api.Presentation.Entities.Addi...
children lat lon
0 [{'$type': 'Tfl.Api.Presentation.Entities.Stop... 51.49775 -0.063993
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