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@joshreini1
Created August 30, 2022 19:36
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Get AirBnb Data
import requests
import pandas as pd
def get_airbnb_data(city):
#input city with + instead of spaces, e.g. "San+Francisco"
#note: open data soft caps requests at 10,000
url = "https://public.opendatasoft.com/api/records/1.0/search/?dataset=airbnb-listings&q=&rows=10000&refine.city=" + city
resp = requests.get(url)
print(resp.status_code)
data = resp.json()
abnb_df = pd.DataFrame([flatten_json(x,exclude='datasetid') for x in data['records']])
return abnb_df
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