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IPL Match Insights Using Ball-by-Ball Data Analysis

Analyzed IPL ball-by-ball data to uncover how toss decisions, match phases, and player performances impact winning outcomes.

devikaap7IPL Match Insights Using Ball-by-Ball Data Analysis

50.5%

Toss winner match win rate

+8 Runs

Middle overs advantage for winners

Top 5

Batters & bowlers identified

Overview

Analyzed IPL data to study toss impact, innings phases, and player performance trends. Process Used Python, Pandas, and charts to compare toss results, phases, and top players. Results Middle overs showed the biggest scoring gap, while toss advantage stayed nearly equal overall. Reflection I would add predictive models, venue analysis, and player strike-rate impact metrics.

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