🏏 IPL Data Analysis Dashboard (Power BI)

📌 Overview

This project presents an interactive Power BI dashboard built using the IPL (Indian Premier League) dataset. It analyzes team performance, toss impact, venue trends, and match outcomes to generate meaningful insights.

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🎯 Objectives

• Analyze how toss decisions affect match outcomes
• Compare team performances across seasons
• Understand venue-based trends
• Identify top-performing players and teams

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📊 Dataset Information

The dataset contains ~577 records with the following key fields:

• Match Details: Season, Date, ID
• Teams: Team1, Team2, Winner
• Toss Info: Toss Winner, Toss Decision
• Results: Win by Runs, Win by Wickets, Result
• Player Info: Player of Match
• Other: Venue, Umpires, DL Applied

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📈 Dashboards Created

1️⃣ Toss Impact & Player Performance

• Toss decision vs match outcome
• Top players (Player of the Match)
• Venue-wise toss trends
• Team-wise win distribution

2️⃣ Team Performance & Venue Analysis

• Wins by each team
• Toss decision impact on winners
• Venue contribution to matches
• DL (Duckworth-Lewis) impact analysis

3️⃣ Winning Trends Analysis

• Average wins by runs
• Average wins by wickets
• Venue map visualization
• Season-wise filtering

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📊 Key Insights

• Teams winning the toss often prefer fielding first
• Certain venues favor chasing teams
• Teams like Mumbai Indians and Chennai Super Kings show consistent performance
• DL method is rarely applied but impacts match outcomes significantly

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🛠 Tools & Technologies

• Power BI
• Excel / CSV Dataset
• Data Visualization Techniques

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📌 Visualizations Used

• Stacked Bar Charts
• Clustered Column Charts
• Treemaps
• Pie Charts
• Maps
• Slicers (Filters)

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🚀 Advanced Visualizations (Concepts Learned)

• Waterfall Chart
• Ribbon Chart
• Funnel Chart
• Sankey Diagram

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▶️ How to Use

1. Download the .pbix file
2. Open in Power BI Desktop
3. Interact with filters and visuals

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📂 Project files

• https://1drv.ms/u/c/f483042b9735aab9/IQBAD-_-5ssuRqWEUoRm-QEbAb7HlxCzFe__adkzzWn8ESc?e=HPrea8 → Power BI file
• https://1drv.ms/x/c/f483042b9735aab9/IQBv3MsqC-YRSb-mapT3G4G_AR1zR7yh9gs8bhPbdrE5JXY?e=cUTj17 → Dataset

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📷 Dashboard Preview

Toss Impact & Player Performance Analysis

Team Performance & Venue Analysis

IPL Winning Trends by Runs, Wickets, Venue & Season

More info

👩‍💻 Author

Dhathri Narne Aspiring Data Analyst

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⭐ Conclusion

This project demonstrates how data visualization can transform raw IPL match data into actionable insights for decision-making.

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⭐ If you like this project, don’t forget to give it a star!

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