City Water Quality Index

Installation

To get started with the project, follow these steps:

1. Clone the repository:

   $ git clone https://github.com/open-data-kazakhstan/city-water-quality-index.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

Water data is sourced from (stat.gov.kz).

• source.xls: Raw data of water consumption by region for the year 2022.
• water.csv: Cleaned version containing data of urban areas only in 2022.

All consumption values are provided in thousands of cubic meters.

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.