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Data Visualization Essay

874 Words4 Pages

Data Analysis and Visualization on Pro-Kabaddi Legue
Durvesh Mundhe1, Vinod Nimbalkar2, Suhasini VijayKumar3
1 MCA Student, University of Mumbai dkm1993@gmail.com
2 MCA Student, University of Mumbai omvinod24@gmail.com
Abstract-Data Visualization makes the complex information easy to understand. It helps to reveal patterns and trends; it uses colour to easily distinguish trends and it allows the viewer to get a sense of the data. Statistical numbers are hard to consume but effective data visualization has ability to summarize a ton of information and in the process, save time and effort. Data analysis is the method or methods that can be used to analyze data. Data analysis comprises of inspecting data followed by cleaning, transforming and …show more content…

This league is formally backed by the International Kabaddi Federation (IKF), the Asian Kabaddi Federation (AKF) and the Amateur Kabaddi Federation of India (AKFI), who are closely associated with its organization and technical conduct. These 8 Teams are owned by owners who are a mix of people from Business Group, sports businesses, and Bollywood Star. The Pro Kabaddi league highlighted the new, modern, international and competitive face of kabaddi game throughout the world

This paper will provide analysis for all the league seasons using visualizations to show different aspects of the game. To make efficient use of the available data set to draw conclusions. To develop a model using different algorithms like K-means, KNN and Logistic Regression to calculate correctness of analyzed data.

DATA SET

The data set used for the study comprises the Pro Kabaddi data obtained from the official website of pro kabaddi. The records were obtained for season 1, season 2, season 3 and season 4, which is in csv format.
For this study, we focused on the Team, Player, Player Type, Total Matches, Total raids, Total Points etc.

Table 1: Some data in Data Set

Furthermore, we selected Match Result.csv, Player Leader Board.csv, Player Stats.csv, Team Stats etc and did cleaning, transform process on it for achieving desired

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