open-data-kazakhstan / sexual-harassment-under-age-16

Diagram script describes cases of harassement to the victums under 16

sexual-harassment-under-age-16

Installation

Clone the repository

$ git clone https://github.com/open-data-kazakhstan/sexual-harassment-under-age-16.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

Basic data dowhnloded from sourse: https://qamqor.gov.kz/crimestat/statistics

Data was preprocessed and placed in folder archive as file data_imp.csv

Additional changes was added and final csv file located in folder csv_wrang.csv

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

• archive/data_imp.csv - sourсe data for salaries
• data/csv_wrang.csv - wranged and preprocessed data
• datapackage.json - conatins all of the key information about our dataset

Scripts

• wrang.py- cleaning and wranging the source data script
• animate.py - uses matplotlib to dashboards on based data
• datapack.py - creating datapckage.json file that conatinsall meatadata
• main.py - launches all scripts step by step

Visualization

Final result is visualized data that displays average salary and inflation data

License

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