Open IPL visualizer drops
A developer published an IPL match visualizer built on cricsheet open data offering player/venue stats, Elo ratings and predictions — a plug‑and‑play portfolio example for aspiring analysts to fork and extend. The project is a clear template for students to showcase event‑level analytics and prediction workflows. (x.com)
Cricsheet’s main JSON download provides a single archive with 21,332 matches available for analysis, giving any visualizer full ball‑by‑ball coverage across formats and leagues. (cricsheet.org) Multiple open projects implement ball‑by‑ball ELO for T20s: PratikParm’s IPL‑Elo‑Ratings computes batting and bowling ELO from Cricsheet deliveries, and the R package “bouncer” exposes a dynamic player ELO system tied to the Cricsheet schema. (github.com) (peteowen1.github.io) (github.com) A broadcast‑grade replay approach that synchronises multiple views from Cricsheet JSON exists in manojpisini/ipl‑viz, which parses each delivery into typed events and renders an interactive ball‑by‑ball replay at 60 FPS as a proof‑of‑concept for UI/UX learners. (github.com) Forkable end‑to‑end templates that include ingest/ETL, SQL/DuckDB staging and Streamlit or Power BI dashboards are already on GitHub — examples include MYTHILIPRIYA96’s Cricsheet Match Data Analysis (Streamlit + SQL) and KevinKiran25’s Cricsheet Match Analysis project (parsing → SQL → BI). (github.com 1) (github.com 2) (github.com 3) Public IPL datasets compiled for model training and backtesting are available on Kaggle — one IPL Records dataset lists 1,149 match records and other Kaggle collections provide ball‑by‑ball CSVs spanning 2008–2025 for supervised prediction experiments. (kaggle.com) (kaggle.com) (kaggle.com) Taken together, the Cricsheet archive (21,332 matches), ball‑by‑ball ELO implementations, replay engines and dashboard templates form a reproducible stack students can fork and extend to showcase player/venue statistics, per‑delivery ELO curves and match‑level prediction pipelines in a portfolio. (cricsheet.org) (github.com) (github.com) (cricsheet.org)
