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🏏 IPL Analytics Dashboard (2007–2021)

Live Report: View Power BI Report

πŸ“Š Overview

This Power BI report provides an in-depth and interactive analysis of Indian Premier League (IPL) cricket data from 2007 to 2021. It allows users to explore team and player performances, historical records, and season-level statistics using visual storytelling and advanced filters.


🧩 Key Features

  • βœ… 14 Seasons Covered (2008–2021)
  • 🏟️ 875 Matches Analyzed
  • 🎯 9587 Sixes, 9281 Wickets
  • πŸ† Title Winner Insights per Season
  • πŸ“ˆ Team Performance Summary with Win Percentages
  • 🧠 Player Performance Dashboard with batting, bowling, and fielding stats
  • πŸŽ›οΈ Interactive filters: Player, Team, Venue, Season

πŸ” Report Pages & Insights

1. IPL Overview

  • KPI Cards: Matches Played, Sixes, Wickets, Seasons
  • Team Performance Table: Matches, Wins, Win %, Titles
  • Season Winners Table
  • Color-coded Season Heatmap
  • Slicers: Filter by Team, Player, Venue, Season

2. Player Stats Dashboard

  • Batting Metrics: Runs, Strike Rate, 100s, 50s, Average, Balls Faced
  • Bowling Metrics: Wickets, Economy, Bowling Avg, 5W Hauls
  • Fielding: Catches, Player of the Match

πŸ“ Data Sources

Cricsheet Ball by ball data can be found here: https://cricsheet.org/matches/

Data from the website has been consumed and made into the following tables in a star Schema: -Ball by Ball data (fact) -Match (dim) -Player (dim) -Team (dim) -Team Player (dim) These datasets are modeled using Power BI’s data transformation tools and loaded into interactive visuals.


πŸ“ˆ Visualizations Used

  • Clustered Bar/Column Charts
  • Card Visuals for KPIs
  • Heatmaps
  • Tables and Matrix Views
  • Slicers for Filtering
  • Drill-through Support for Detailed View

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IPL data analysis project

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