My Sporting Space
My Sporting Space
Projects and works on Sports Analytics โ from cricket data pipelines to probabilistic match models.
๐ eBook ยท Cricket ยท R
1. An Introduction to Cricket Analytics with R
Developing a comprehensive book on cricket analytics with R โ from data collection using open-source APIs to building predictive models for run scoring. Covers data cleaning, visualisation, and statistical modelling end-to-end.
๐ Shiny Dashboard ยท T20I
2. Performance Analysis Dashboard
An interactive R Shiny dashboard showcasing performance metrics and graphical representations of individual T20I male cricketers โ strike rates, economy, career trends, and more.
๐ค Talk ยท Probabilistic Modelling
3. A Talk on Cricket Analytics with R โ Abuja R UseR Group
Pre-processed and cleaned ball-by-ball raw data, then built a probabilistic model to predict 1st and 2nd innings final scores based on the current match scenario.
๐ Ranking System ยท All-rounders
4. A Comprehensive Ranking System of All-rounders in T20I Cricket Coming Soon
Developed a balanced ranking system for T20I all-rounders, considering both batting and bowling skills โ moving beyond conventional rankings by factoring in runs, strike rate, wickets, and economy rate to identify consistent contributors across both disciplines.
R code and full analysis will be uploaded soon.