IPL Player Performance Analysis and Auction Decision Support using Data Analytics and Machine Learning

• Author(s): Sanjay Prabhakaran S; Dr. G Sumathi; B. Sivapandi; Subash T.
• Paper ID: 1717854
• Page: 2054-2065
• Published Date: 18-05-2026
• Published In: Iconic Research And Engineering Journals
• Publisher: IRE Journals
• e-ISSN: 2456-8880
• Volume/Issue: Volume 9 Issue 11 May-2026

Abstract

The player auction process in the Indian Premier League is one of the significant factors that impact team building and performance. Auctioning decisions, however, are taken on the basis of limited statistics or judgment. This project is focused on applying concepts related to data analytics in evaluating player performance in IPL, including player vs player statistics and using historical IPL data. Simple machine learning models will be applied to help in making auctioning decisions in IPL in an objective manner.

Keywords

Indian Premier League, Player Performance Analysis, Data Analytics, Auction Decision Support System, Sports Analytics, Venue Classification.

Citations

IRE Journals:
Sanjay Prabhakaran S, Dr. G Sumathi, B. Sivapandi, Subash T. "IPL Player Performance Analysis and Auction Decision Support using Data Analytics and Machine Learning" Iconic Research And Engineering Journals Volume 9 Issue 11 2026 Page 2054-2065 https://doi.org/10.64388/IREV9I11-1717854

IEEE:
Sanjay Prabhakaran S, Dr. G Sumathi, B. Sivapandi, Subash T. "IPL Player Performance Analysis and Auction Decision Support using Data Analytics and Machine Learning" Iconic Research And Engineering Journals, 9(11) https://doi.org/10.64388/IREV9I11-1717854