bucky.util.get_historical_data

utilities to read historical data that cooresponds to a bucky output file.

Module Contents

Functions

add_daily_history(history_data, window_size=None)	Return daily historical data from a diff of the historical cumulative data.
get_historical_data(columns, level, lookup_df, window_size, hist_file)	Return historical data for requested columns.

bucky.util.get_historical_data.covid_tracking

bucky.util.get_historical_data.csse

bucky.util.get_historical_data.data_locations

bucky.util.get_historical_data.graph_file

bucky.util.get_historical_data.hhs_hosp

bucky.util.get_historical_data.vacc

bucky.util.get_historical_data.add_daily_history(history_data, window_size=None)

Return daily historical data from a diff of the historical cumulative data.

Parameters

• history_data (pandas.DataFrame) – Cumulative case and death data

• window_size (int or None) – Size of window in days

Returns

history_data – Historical data with added columns for daily case and death data

Return type

pandas.DataFrame

bucky.util.get_historical_data.get_historical_data(columns, level, lookup_df, window_size, hist_file)

Return historical data for requested columns.

Parameters

• columns (list of str) – Column names for historical data

• level (str) – Geographic level to get historical data for, e.g. adm1

• lookup_df (pandas.DataFrame) – Dataframe with names and values for admin0, admin1, and admin2 levels

• window_size (int) – Size of window in days

• hist_file (str or None) – Historical data file to use if not using defaults.

Returns

history_data – Historical data indexed by data and geographic level containing only requested columns

Return type

pandas.DataFrame

bucky.util.fractional_slice bucky.util.graph2histcsv