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IPL Data Analysis: Toss Impact, Match-Winning Phases & Top Performers (2022–2026)

Analyzed 289,673 IPL ball-by-ball records to uncover why middle overs decide matches more than toss wins or death-over hitting.

50.5%

Toss Winner Match Win Rate

+7.1 runs

Middle overs winning advantage

44.3%

Win rate when toss winners choose to bat first

Overview

Analyzed IPL data to identify what truly impacts match-winning outcomes.

Process Cleaned 289K IPL deliveries, analyzed phases, toss impact, and player performance.

Results Middle overs impacted wins most; toss advantage was nearly insignificant.

Reflection Add venue, dew-factor, and team-strategy analysis for deeper predictions