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City Hospitals and Clinics

Description

Main data stored in data/med_institutions_rate.csv where column Med-institution is about number of med institutions in this region, column Med-institution-rate is number of med intitutions for 10000 people defined by standarts of WHO

Installation

To get started with the project, follow these steps:

  1. Clone the repository:

    $ git clone https://github.com/open-data-kazakhstan/city-hospitals-and-clinics.git

  2. Create and activate a virtual environment:

    pip install venv
python -m venv /path/to/localrepo
cd /path/to/localrepo
Scripts/activate  # For Windows users

  3. Install dependencies:

    pip install -r requirements.txt

  4. Run the project:

    python scripts/main.py

Data

Medical institution data is sourced from gender.stat.gov.kz:

  • archive/source.xls: Raw data of medical institutions by region from 2000 to 2022.
  • data/med_institutions.csv: Cleaned version containing data only for 2022 and translated to English.
  • archive/city_population.csv: Data that was taken from repository city-population

Scripts

  • package.py: Used to create or update the datapackage.json file containing metadata about the dataset.
  • transform.py: Used to convert the source.xls file to a CSV format for easier processing.

License

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