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Nilkamal
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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.
Nilkamal7.8
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.