autots.datasets package

Submodules

autots.datasets.fred module

FRED (Federal Reserve Economic Data) Data Import

requires API key from FRED and pip install fredapi

autots.datasets.fred.get_fred_data(fredkey: str, SeriesNameDict: dict = {'SeriesID': 'SeriesName'})

Imports Data from Federal Reserve

Parameters

• - an API key from FRED (fredkey) –

• pairs of FRED Series IDs and Series Names (SeriesNameDict,) – Series id must match Fred IDs, but name can be anything if default is use, several default samples are returned

Module contents

Tools for Importing Sample Data

autots.datasets.load_daily()

4 series of sample daily data from late 2019.

autots.datasets.load_monthly()

Federal Reserve of St. Louis monthly economic indicators.

autots.datasets.load_yearly()

Federal Reserve of St. Louis annual economic indicators.

autots.datasets.load_hourly()

Traffic data from the MN DOT via the UCI data repository.

autots.datasets.load_weekly()

Weekly petroleum industry data from the EIA.