Skip to main content

Web Scraper for Czechia COVID19 data.

Project description

Web Scraper of COVID-19 data for Czechia

Python package covid19czechia provides access to COVID-19 data of Czechia.

The data is scraped from

  • Ministry of Health, Czech Republic
  • Czech Statistical Office

Setup and usage

Install from pip with

pip install covid19czechia

Importing module is done such as

import covid19czechia as CZ

x = CZ.covid_deaths()

Package is regularly updated. Update with

pip install --upgrade covid19czechia

COVID-19 Cases

Get Covid-19 cases in Czechia.

x = CZ.covid_confirmed_cases()

Aggregated dataframe countrywise / regionwise / districtwise can be fetched using

x1 = CZ.covid_confirmed(level = 1) # country
x2 = CZ.covid_confirmed(level = 2) # region
x3 = CZ.covid_confirmed(level = 3) # district

The data contains counts by age, age group and sex and information of week. To aggregate results only over some of the groups (example - per day)

x = x\
    .groupby(['date','week'])\
    .aggregate({'confirmed': 'sum'})\
    .reset_index()

Result of the example contains columns day, week and confirmed.

COVID-19 Tests

Get Covid-19 tests in Czechia.

x1 = CZ.covid_tests(level = 1) # country
x2 = CZ.covid_tests(level = 2) # region
x3 = CZ.covid_tests(level = 3) # district

COVID-19 Deaths

Get Covid-19 deaths in Czechia (weekly counts, by gender and age group)

x = CZ.covid_deaths()

The function returns Pandas dataframe. It can be stored to csv file with

x.to_csv("filename.csv", header = True, index = False)

Administrative unit setting

Optional parameter level sets granularity of administrative units the deaths are computed in.

Defaultly (level = 1) the deaths are taken from the whole Czechia.

x = CZ.covid_deaths(level = 1) # same as no argument given (above)

Settings level = 2 corresponds with deaths in regions (kraje, NUTS 3).

x = CZ.covid_deaths(level = 2)

Setting level = 3 means deaths per district (okresy, LAU 1).

x = CZ.covid_deaths(level = 3)

Read more about administrative units of Czech Republic here.

Total weekly deaths

For total deaths check my another package eurostat_deaths.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

covid19czechia-0.5.2.tar.gz (7.1 kB view details)

Uploaded Source

File details

Details for the file covid19czechia-0.5.2.tar.gz.

File metadata

  • Download URL: covid19czechia-0.5.2.tar.gz
  • Upload date:
  • Size: 7.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/0.0.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.12

File hashes

Hashes for covid19czechia-0.5.2.tar.gz
Algorithm Hash digest
SHA256 6da9a139778dbae72d42ca7b8a1704bd09c1bda3b31eb5a444e158649b5f936f
MD5 b92d4535300583fac77209b28c8d09dd
BLAKE2b-256 2f22a5685343aa5a7b245d636ee128fc40ad2ed1515bc5c10d7d73d0bba15102

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page