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susanli2016/all_series_data.py

Created June 21, 2022 02:59
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all_series_data.py
fred_api_key = 'your API key'
def get_fred_series_data(api_key, series):
url = "https://api.stlouisfed.org/geofred/series/data?series_id={0}&api_key={1}&file_type=json".format(series, api_key)
response = requests.request("GET", url)
return response
def transform_series_response(response):
latest_date = list(response.json()['meta']['data'].keys())[0]
return pd.DataFrame(response.json()['meta']['data'][latest_date])
response = get_fred_series_data(fred_api_key, series)
df_all_series_ids = transform_series_response(response)
df_all_series_ids.head()
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