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IPL Crunch '26: Advanced Contextual Analytics Console

Engineered an IPL analytics console over 289K data rows, establishing key 7.8-run phase-scoring gaps and isolating elite strike rate outliers.

7.8

Runs Gap

+41.8

True Strike Rate (Phil Salt)

6.61

Clutch Economy (Sunil Narine)

Overview

Aggregates hide context. True value needs phase, boundary, and high-pressure situational indexing.

Process Ran Python scripts in Colab to clean 289K rows, then built a custom dark dashboard in Tableau.

Results Exposed a 7.8-run middle-over winning delta. Isolated Phil Salt (+41.8 True SR) as elite outlier.

Reflection Filter data to match the 2021-2025 dashboard timeline earlier to avoid global database confusion.