Average life expecrancy and Amount of hospital facilities

Installation

Clone the repository

$ git clone https://github.com/open-data-kazakhstan/inflation-and-avg-salary-with-projections.git

Requires Python 3.11.3

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/main.py

Data

Salary data collected by hand from stat.gov stats: https://stat.gov.kz/

We downoladed data from this source and placed it in the data folders

We have processed the source data to make it normalized and derived several aggregated datasets from it:

• data/Hosp_piv.csv - sourсe data for amount of hospital facilities
• data/life_X_piv.csv - sourсe data for average life expectancy
• data/Hosp_fin.csv - expanded main dataset which predicts hospital facilities from 2023 to 2050
• data/life_X_fin.csv - expanded main dataset which predicts sourсe data for average life expectancy from 2023 to 2050
• datapackage.json - conatins all of the key information about our dataset

Scripts

• expand.py - uses main dataset and expands it to 8 steps to make animation smoother
• anim.py - uses matplotlib to create an infographic about life expectancy
• Hosp_anim.py - uses matplotlib to create an infographic about amount of hospital facilities
• datapack.py - creating datapckage.json file that conatinsall meatadata

License

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