Arin Kumar Singh
Featured project
IPL_CRUNCH
Analyzed IPL data to test cricket assumptions using real match statistics and visuals. Process Analyzed IPL data to test cricket assumptions using real match statistics and visuals. Results Found death overs and dot-ball pressure mattered more than toss advantage. Reflection Add predictive models, venue analysis, and interactive dashboards for deeper insights.
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Teams winning the toss won only 50.49% of matches, while toss losers still won 49.51%. The difference was extremely small, showing that toss advantage in IPL is far less important than commonly believed. However, teams choosing to field first after winning the toss performed slightly better, with a success rate of around 53.67%, supporting the IPL trend favoring chasing.The death overs (16–20) had the strongest connection with winning.V Kohli 9050 runs and YS Chahal 238 wickets
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