DYNAMIC SPORTS STATISTICS AND PREDICTIONS
A Dynamic Sports Prediction and Statistics Viewing Dashboard made in Google Sheets.
OVERVIEW
I developed a dynamic sports statistics dashboard using Google Sheets, designed to track and analyze various statistics during the season for a sports league. This dashboard offers real-time data updates, a custom power ranking system, and score predictions for selected teams. It combines data from various sources, Solver optimization, and Monte Carlo simulations to provide a comprehensive analysis of the league's performance.
TECHNOLOGIES USED
This project made uses of the following tools:
- Google Sheets
- Solver
- Monte Carlo
- Data Integration
- Advanced Formulas
- Bradley Terry
- Real-time Data Integration: The dashboard is connected to external data sources, ensuring that it is always up-to-date with the latest statistics, scores, and performance metrics.
- Custom Power Raking System: I created a unique power ranking system within the dashboard. This system utilizes Solver, a powerful optimization tool, to calculate the relative strengths of teams based on historical performance, enabling users to see how teams compare in real-time.
- Monte Carlo Simulations: To enhance the predictive capabilities of the dashboard, I incorporated Monte Carlo simulations. This statistical technique allows users to simulate various game scenarios and assess the likelihood of different outcomes, providing valuable insights into potential future performance.
- User-Selectable Teams:: Users can interact with the dashboard by selecting specific teams of interest. The dashboard provides in-depth statistics, analysis, and predictions for the chosen teams, making it a versatile tool for fans, analysts, and team management.
- Score Predictions: A backend prediction model is integrated into the dashboard, enabling users to input specific game scenarios and receive score predictions. This feature adds a layer of sophistication to the dashboard, making it an essential tool for anyone interested in predicting game outcomes.
BENEFITS
The dynamic sports statistics dashboard simplifies the process of tracking and analyzing sports statistics, helping users make informed decisions, from predicting game outcomes to assessing team performance.
IMPACT
- The custom power ranking system adds a unique dimension to the dashboard, allowing users to view teams' relative strengths in real-time.
- The inclusion of Monte Carlo simulations enhances the accuracy of score predictions, offering valuable insights for fans, analysts, and sports enthusiasts.
This project showcases my ability to create a dynamic and sophisticated sports statistics dashboard within Google Sheets, incorporating advanced analytical tools like Solver and Monte Carlo simulations. The user-friendly interface and real-time data integration make it a valuable resource for sports enthusiasts, analysts, and team management. The inclusion of a custom power ranking system and score prediction model further demonstrates my proficiency in leveraging data for informed decision-making.
Please view the slideshow showing more of the actual project linked in the main project page.