Jupyter notebook used to scrape SPRM offenders data as presented at Pycon 2024 by Trinidad, Aissatou and Siti Nurliza
Slides available here
Data is from SPRM Official Website as at 2 September 2024.
Notebook SPRM_data_scraping.ipynb scrapes the data automatically and converts into JSON.
Notebook SPRM_data_analysis.ipynb contains analysis of the data e.g. on penalties and charges.
Feel free to contribute to the repository e.g. to merge both notebooks. Any queries may be directed to team@sinarproject.org or siti.nurliza@sinarproject.org.