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Arpita Parida
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IPL Crunch '26: Cracking Cricket Opinions with Ball-by-Ball Data
Analyzed 1,218 IPL matches over five seasons to map the definitive metrics behind winning phases, toss advantages, and player dominance.
Arpita Parida51.5%
Toss Win Rate
74.3
Avg Middle Over Runs
1,218
Total Matches Analyzed
Overview
Tests if traditional IPL toss and phase advantages hold up against 1,218 match data rows. Process Built a data pipeline to analyze 1,218 IPL matches, debunking the toss myth using Pandas. Results Toss win rate is 51.5%. Middle over run acceleration (74.3 runs average) decides match outcomes. Reflection Implement machine learning for win prediction and create an interactive Streamlit dashboard.