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
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6da9a139778dbae72d42ca7b8a1704bd09c1bda3b31eb5a444e158649b5f936f |
|
MD5 | b92d4535300583fac77209b28c8d09dd |
|
BLAKE2b-256 | 2f22a5685343aa5a7b245d636ee128fc40ad2ed1515bc5c10d7d73d0bba15102 |