Skip to content

Repository files navigation

🏏 IPL Dashboard using Microsoft Power BI

📌 Project Overview

This project is an interactive Power BI dashboard developed to analyze Indian Premier League (IPL) match data. The dashboard provides comprehensive insights into team performance, batting statistics, bowling analysis, venue performance, and overall match trends using interactive visualizations.


🎯 Objectives

  • Analyze IPL match statistics.
  • Compare team performances across seasons.
  • Explore batting and bowling performance.
  • Identify top-performing players and teams.
  • Visualize venue-wise match statistics.
  • Enable interactive filtering using slicers.

🛠️ Tools & Technologies

  • Microsoft Power BI
  • Power Query
  • DAX
  • Excel / CSV Dataset

📊 Dashboard Pages

1️⃣ Executive Dashboard

Features

  • Total Matches
  • Total Runs
  • Total Wickets
  • Total Fours
  • Total Sixes
  • Team Wins
  • Runs by Over
  • Matches by Season

2️⃣ Batting Analysis

Features

  • Top Run Scorers
  • Highest Batting Average
  • Team Strike Rate
  • Extras Analysis
  • Interactive Filters

3️⃣ Bowling Analysis

Features

  • Top Bowlers
  • Economy vs Wickets
  • Wickets by Over
  • Wicket Partnerships

4️⃣ Venue Analysis

Features

  • Matches by Venue
  • Home Ground Advantage
  • Venue Map
  • Toss Impact
  • Result Margin Analysis

📈 Key Insights

  • Compare team performance across multiple IPL seasons.
  • Analyze batting and bowling efficiency.
  • Evaluate venue-wise match outcomes.
  • Understand toss impact on match results.
  • Explore interactive insights using filters.

📂 Repository Contents

  • Power BI Dashboard (.pbix)
  • Dashboard Screenshots
  • README Documentation

🚀 Future Improvements

  • Add player comparison dashboard.
  • Include predictive analytics for match outcomes.
  • Add win probability analysis.
  • Create player performance trends over seasons.

👩‍💻 Author

Harminder Kaur

🎓 Incoming Master's Student – Medical Biotechnology
🏛️ University of Windsor

Skills

  • Power BI
  • DAX
  • Data Analytics
  • Data Visualization
  • SQL
  • Python
  • Biotechnology

About

Interactive IPL analytics dashboard built using Microsoft Power BI with batting, bowling, venue, and match insights.

Topics

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors