Clone the repository
$ git clone https://github.com/open-data-kazakhstan/sexual-harassment.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
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 salariesdata/csv_wrang.csv
- wranged and preprocessed datadatapackage.json
- conatins all of the key information about our dataset
wrang.py
- cleaning and wranging the source data scriptanimate.py
- uses matplotlib to dashboards on based datadatapack.py
- creating datapckage.json file that conatinsall meatadatamain.py
- launches all scripts step by step
Final result is visualized data that displays average salary and inflation data
This dataset is licensed under the Open Data Commons Public Domain and Dedication License.