debrupf2946 / ipl-dataset-visualization

Performed Sports analysis by creating dashboards for Match Statistics, Player Statistics and Team Statistics in Tableau using IPL data from 2008-2017.

IPL-Dataset-Visualization-using-Tableau

Problem Statement

The Indian Premier League, or IPL, is a T20 cricket league, which was founded in 2008 and is held every year. It sees participation from both national and international players, and eight teams representing eight Indian cities compete in a double round-robin format in the league stages, which are followed by playoffs. Over the years, IPL has become one of the most watched and most attended live sporting events all over the world.

You work as a data analyst at IFP, a nationally recognized news agency, which is based out of New Delhi, and provides news reports and feeds to magazines, newspapers, and TV broadcasters all over the country. The Sports Editor of the agency has approached you to build a Tableau dashboard of IPL statistics over the years since its inception to create an infographic for a newsletter that their team is working on. For this newsletter, in some cases, they will use the visual representations for their infographic, and in a few other cases, they will use important statistics after trying out the different filters and customizations that you have provided for interactivity. Therefore, you are expected to build an interactive dashboard in Tableau for this purpose.

Datasets provided

1. matches.csv - It contains match-level information for each, and every match held in IPL from 2008 to 2017.
2. deliveries.csv - It contains ball-by-ball information for each of the matches.

Each row in deliveries.csv data set contains

1. Match related information (batting team vs bowling team)
2. Player information (Bowler, Batsman, Non-striker)
3. Delivery information (Runs scored, Wickets, Extras, etc.)

Each row in matches.csv data set contains:

1. Match specifics (umpires, ground, etc.)
2. Results (which team won, win type, player of the match, etc.)

Analysis

Match Statistics

1. Toss outcome vs Match outcome (for each Ground/Venue)
2. Biggest wins (by runs and by wicket)
3. Highest totals (across all the seasons)

Player Statistics

1. Orange Cap contenders (The batsmen who have scored the maximum number of runs in a particular season)
2. Purple Cap contenders (The bowlers who have taken the maximum number of wickets in a particular season)
3. Batsmen who have hit the most number of fours and sixes (per season and overall)

Team Statistics

1. Season-wise team performance (wins vs losses)
2. Win %age ( home vs away)

The dashboards are published at https://public.tableau.com/app/profile/manaswi.kamila