data/public-transport-quanity-rate.csv - main output data, column Transport-quanity is about total amount of public transport in region and Transport-quanity-rate is amont of pulic transport for 1000 inhabitance
Data is in xlsx format and synced with upstream source yearly. It is sourced from https://stat.gov.kz/ru/industries/business-statistics/stat-transport/spreadsheets/
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/public-transport-quantity-final.csv- data by segments.archive/city_population.csv- city population quantity taken 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.