Volume 11 - Volume 11
Prerequisites for Winning a League Using Data Analytics
Abstract
Over the past decade, Data Analytics has been increasingly utilized for the purpose of predicting how
a team sets itself up, how it scores goals and how it concedes goals. Many football clubs use such
techniques to improve their game and play better against opposition. Data Analysis in Football helps
in clubs in performing better and mitigating their deficiencies. Our research highlights how football
has changed over the years i.e. which type of playing style has bestowed success upon teams. The
research would exhibit many trends such as in goal scoring pattern, winning runs, expected goals for
and against, etc. which will be demonstrated using regression analysis, qualitative comparison
analysis, quantitative analysis, statistical analysis and radar charts. Finally, our study uncovers
common themes required for a football club to win the league.
Paper Details
PaperID: 2097
Author's Name: Karthik Garimella, Rishave Kumar and Dr.K. Kalaiselvi
Volume: Volume 11
Issues: Volume 11
Keywords: Goals, xG, PPDA, xPoints, Points Per Game, Radar Chart, xGA.
Year: 2021
Month: May
Pages: 116-139