The purpose of this project is to collect data about CS2 matches which took place on professional scene and create classification model to predict score of future matches (winnner, looser). Data was scrapped from https://www.hltv.org/ using request and Beautfiulsoup modules (HTML parsing). Parameters taken in consideration were:
- team rankings
- map
- avg kills
- avg % hs
- avg assits
- avg KAST
- avg first kill difference
- avg KD
- avg HLTV 2.0 rating
For more details checkout https://github.com/chewmanji/msid_raport/blob/main/Raport.pdf and https://github.com/chewmanji/msid_raport/blob/main/notebook.ipynb