IPL Data Analytics Dashboard (2008 - 2026)

​📌 Project Overview
​Ye project IPL (Indian Premier League) ke 18+ saal ke data ka ek comprehensive analysis hai. Is dashboard ko banane ka maqsad cricket data se hidden patterns, team consistency, aur player performance trends ko extract karna hai.

​📊 Key Features
​Dynamic Season Filtering: 2008 se 2026 tak kisi bhi season ka data 1-click mein access kiya ja sakta hai. ​Toss Impact Analysis: Ek special KPI jo dikhata hai ki toss jeetne ka match outcome par kitna % asar pada. ​Top Performer Tracking: Orange Cap aur Purple Cap holders ki dynamic images aur unke detailed stats (Strike Rate, Economy, etc.). ​Interactive Points Table: Har season ki team standings, wins, losses aur net run rate ka visual breakdown. ​Venue Insights: Matches kitne alag-alag venues par khele gaye unka total count.

​🛠️ Tech Stack Used
​Power BI: Data Visualization aur Dashboard designing ke liye. ​Power Query: Data cleaning aur transformation (ETL) ke liye. ​DAX (Data Analysis Expressions): Complex measures jaise Strike Rate, Toss Win %, aur Dynamic Titles ke liye. ​MS Excel: Initial data storage aur manual cleaning ke liye.

​📈 Key Insights from Data
​Toss Correlation: Kuch seasons mein toss jeetne ka impact 57% se upar raha, jo matches ki strategy ko define karta hai. ​Consistency: Top teams (CSK, MI) ki consistency points table mein saaf nazar aati hai across multiple seasons. ​Evolution of Scoring: Dashboard se saaf dikhta hai ki kaise 'Total Sixes' ka count early seasons ke muqable badhta gaya hai.

​🚀 How to View
​Is repository se .pbix file download karein. ​Power BI Desktop mein file ko open karein. ​Top-right corner mein diye gaye "Season" slicer ka use karke dashboard explore karein.