autots.datasets package¶
Submodules¶
autots.datasets.fred module¶
FRED (Federal Reserve Economic Data) Data Import
requires API key from FRED and pip install fredapi
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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.
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autots.datasets.
load_monthly
()¶ Federal Reserve of St. Louis monthly economic indicators.
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autots.datasets.
load_yearly
()¶ Federal Reserve of St. Louis annual economic indicators.
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autots.datasets.
load_hourly
()¶ Traffic data from the MN DOT via the UCI data repository.
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autots.datasets.
load_weekly
()¶ Weekly petroleum industry data from the EIA.