city-entertainment-places

Description

Main output data is in the file data/Entertainment-places-rate.csv where number of entertainment places is amount of entartainment places and Entertainment-places-rate is amount of entartainment places for 1000 enhabitants

Installation

Clone the repository

https://github.com/open-data-kazakhstan/city-entertainment-places

Requires Python 3.

Create a virtual environment and activate it

pip install venv
python -m venv /path/to/localrepo

Swicth to venv directory by using cd comand

cd /path/to/localrepo
Scripts/activate

Install dependecies in venv by using pip

pip install -r requirements.txt

Run the project:

python scripts/process.py

Data

Data collected from https://stat.gov.kz/ru/industries/social-statistics/stat-culture/publications/6115/

We extracted the data from these sources and put it in the acrhive folder as quarters.xlsx .

We processed the original data to bring them back to normal, and extracted several aggregated datasets from them into the Data folder:

• information.xlsx - contains information of 2022 year
• datapackage.json - contains all the key information about our dataset
• city-population - contains population data from repository city-population

Scripts

• process.py - runs the script

License

This dataset is licensed under the Open Data Commons Public Domain and Dedication License.