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IPL Visualization and Prediction Using HBase

Shubhra Singh,Parmeet Kaur

2017 · DOI: 10.1016/j.procs.2017.11.454
International Conference on Information Technology and Quantitative Management · 26 Citations

TLDR

A data visualization and prediction tool in which an open-source, distributed, and non-relational database, HBase is utilized to keep the data related to IPL (Indian Premier League) cricket matches and players, which is used for visualizing the past performance of players’ performance.

Abstract

Abstract With the increasing number of matches day by day, it has become difficult to manage or extract useful information from the available data of all the matches. The paper presents a data visualization and prediction tool in which an open-source, distributed, and non-relational database, HBase is utilized to keep the data related to IPL (Indian Premier League) cricket matches and players. This data is then used for visualizing the past performance of players’ performance. Additionally, the data is used to predict the outcome of a match through various machine learning approaches. The proposed tool can prove beneficial for the team managements in the player auctions for selecting the right team.