WotHub is a data mining project for World of Tanks in which we parse data packets from game replays, preprocess data and make players position predictions based on statistical approach.

Only Windows OS is supported.

If you want to check out web version, jump to "Deployment" section.

• Make sure to have Python 3+ along with all necessary libraries from requirements.txt.
• For a parsing part we use wotreplay-parser created by Jan Temmerman. Download parser binaries and extract in the repo directory.
• Download replays and place them in /replays folder. The more, the better.

• run parser.py

Parser reads replay files from /replays folder. Parsed data will appear in /raw_data folder in .json format for each replay.

• run preprocessor.py

It reads json files from /raw_data folder. Preprocessed data will appear in /pro_data folder in .csv format, accumulated for each map.