Main outut data collected in file data/schools-rate.csv.
Column School-number describes number of schools in certain region, and School-number-rate is a number of schools for 10000 people in region
Data is in xlsx format and synced with upstream source yearly. It is sourced from https://stat.gov.kz/ru/industries/social-statistics/stat-edu-science-inno/dynamic-tables/
Note: Since stat.gov.kz requested for a signed key for authorization, we just downloaded and put in directory archive. It is temporary solution
We have processed the source data to make it normalized and derived from it several aggregated datasets:
data/schools-final.csv- data by segments.archive/city_population.csv- population number collected from repository city-population
We have also added some metadata such as column descriptions and data packaged it.
This repository uses openpyxl to convert excel files into CSV format, so you will need to install that library if you haven't already
You first need to install the dependencies:
pip install -r scripts/requirements.txt
Then run the script
python scripts/process.py
This dataset is licensed under the Open Data Commons Public Domain and Dedication License.