I noticed there was a large amount of JSON returned from each Valorant match on Tracker.gg and was curious what player analytics I could glean from the data. I break down the various data types returned and specifically focus on player performance including:
- Round-by-round player performance
- How loadouts affect player performance
- Analyze Side Preference by looking at performance metrics for players when they are attackers or defenders
- Round win predictions using random forest
- Selecting the "best features" for round predictions
Match data is based on a single match from FNATIC Boaster Tracker Profile
NOTE: This is for educational purposes only and is not in any way affiliated with Riot Games, Tracker.gg or FNATIC.