Datasets:

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v2005

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Dataset_Collection_Structure_EDA

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BOWLING ANALYSIS:
Implemented aggregations to identify key bowling performance metrics across all IPL seasons (2008-2023):

1. Purple Cap Winners:

   • Grouped total wickets by Season and Bowler.
   • Filtered for valid dismissals (excluding run-outs) to identify the highest wicket-taker for each year.

2. Dot Ball Analysis:

   • Calculated the total count of dot balls delivered by each bowler per season.
   • Identified the most economical bowlers in terms of dot ball frequency for every tournament edition.

Key columns utilized: 'Year', 'Bowler', 'bowler_wickets', 'is_dot_ball'.