Amit Kumar Mishra

Example of using tracking data generated from Statsports

I have generated a Voronoi diagram to indicate spatial control at a particular moment in the game.

• GitHub link for the code

Example of using regression to analyze playing style

I have used regression here to analyze a team playing style using available data.

• Link

Project: Using player KPIs to predict readiness score (Oura ring)

I have used average resting heart rate, sleep score, and activity score to predict readiness score for athletes.

• Link to project
• Link to readiness score predictor

Dashboards – Tableau

• Player scouting dashboard – Premier League
• Shot map – Soccer
• Causal effect predictor of readiness scores
• Player health dashboard