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A simple module to work with the RKI_COVID19.csv files issued by the Robert-Koch-Institut in Germany.

Project description

rki-covid19csv-parser

A small python module to work with the RKI_Covid19.csv files issued by the German RKI (Robert Koch Institut) on a daily basis.

Installation:

pip install rki-covid19csv-parser

Usage:

First steps:

Initialize the parser and load data from the RKI_Covid19.csv file. Because of the daily increasing file size this process can take a while.

import rki_covid19csv_parser

covid_cases = rki_covid19csv_parser.covid_cases()

covid_cases.load_rki_csv('path/to/csv')

Speeding up the loading process:

Once you have loaded the csv file it's possible to save the processed data to a file. This can speed up the process of loading the data significantly if you whish to run your script more than once.

#save file.
covid_cases.save_toFile('desired/path')

#load file.
covid_cases.load_fromFile('path/to/saved/file')

Get the covid19 data:

Supported methods:

A description of the parameters can be found below.

method description returns
kumFälle(date, region_id, date_type) cumulated covid19 cases Filter object
kumTodesfälle(date, region_id, date_type) cumulated covid19 deaths Filter object
neueFälle(date, region_id, date_type) new covid19 cases Filter object
neueTodesfälle(date, region_id, date_type) new covid19 deaths Filter object
neueFälleZeitraum(date, region_id, date_type, timespan) new covid19 cases in period Filter object
neueTodesfälleZeitraum(date, region_id, date_type, timespan) new covid19 deaths in period Filter object
aktiveFälle(date, region_id, date_type, days_infectious) active covid19 cases Filter object
SiebenTageFallzahl(date, region_id, date_type) new covid19 cases in 7-days Filter object
SiebenTageInzidenz(date, region_id, date_type) new covid19 cases per 100k people in 7-days Filter object

Parameters:

parameter type description example
date str The desired date in the iso format '2020-06-01 00:00:00'
region_id str A list of region-ids can be found here. '0'
date_type str The date type to use. Meldedatum or Refdatum 'Meldedatum'
timespan int Number of last days to be included in calculation. 3
days_infectious int Number of days a case is considered as active. 14

Get your covid19 data in shape:

Each of the methods mentioned above returns an objct of the class Filter. You can use the following methods to get the data into your desired shape.

method description returns
by_cases() absolute number of cases dict
by_age(frequency, decimals) cases sorted into agegroups dict
by_gender(frequency, decimals) cases sorted by gender dict
by_ageandgener(frequency, decimals) cases sorted by age and gender dict
parameter input type description example
frequency str weather you want the absolute or relative number of cases 'absolute'
decimals int number of decimals 3

Examples:

cases = covid_cases.kumFälle(date='2021-04-29 00:00:00', region_id='01001', date_type='Meldedatum').by_gender(frequency='absolute')
print(cases)
>>> {'M': 1200, 'W': 1400, 'unbekannt': 130}

Example values!

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