Ipl crunch-26

IPL CRUNCH ’26 is an online data analytics challenge by Wooble where participants work with real IPL match datasets to uncover patterns, answer high-impact cricket questions, and present insights through charts, analysis, and storytelling. This is not a quiz. This is proof of skill. Participants will work with real ball-by-ball IPL data and solve practical analytics problems similar to how analysts work in sports, product, and business environments. Process Developed and deployed an interactive IPL analytics dashboard using Python, Pandas, Plotly, and Streamlit to uncover match-winning patterns, player impact, toss influence, venue intelligence, and phase-wise performance insights from historical IPL data. Results • Identified hidden match-winning patterns in IPL data • Discovered that middle-over stability and death-over performance influence victories more than toss advantage • Built an interactive dashboard for real-time cricket analytics • Generated player and venue intelligence insights • Improved data visualization and analytical storytelling skills • Successfully deployed the project online using Streamlit Cloud Reflection • Integrate advanced machine learning models for more accurate win prediction • Add live IPL match analytics and real-time data streaming • Improve dashboard responsiveness and UI design further • Include fantasy cricket and player recommendation features • Expand analytics using larger and more recent IPL datasets