Welcome to HoopsHub, the comprehensive platform for NBA enthusiasts, analysts, and fans. HoopsHub provides a real-time view into the world of the NBA, offering current player statistics, season insights, shot chart visualizations, detailed player comparisons, and daily match updates.
Discover a comprehensive view of the NBA with HoopsHub: delve into current player and season statistics, visualize data through shot charts, compare players in detail, and stay updated with daily match scores.
HoopsHub: NBA Insights Platform provides real-time updates on live NBA scores and daily matches, with frequent refreshes for the latest information. The application also boasts a sophisticated visualization suite to showcase insightful analyses, complemented by detailed player statistics and comprehensive comparison features, encapsulating all the essentials for NBA fans and analysts in one dynamic platform.
- Primary Instance Link: HoopsHub Primary Instance
- Secondary Instance Link: HoopsHub Secondary Instance
HoopsHub's primary front-end instance is hosted on AWS EC2, fully containerized with Docker to ensure a robust and scalable user experience. In the event of increased traffic or downtime, the architecture includes a secondary, backup instance deployed on Streamlit Cloud. This strategic setup allows for immediate redirection to the backup, maintaining uninterrupted service and high availability of the HoopsHub platform.
Curated dataset from multiple sources for comprehensive NBA analytics.
- nba_api: Provides real-time data for live NBA matches, capturing scores, game dynamics, and player performance.
- Reddit Insights: Analyzes top NBA discussions and fan sentiments, offering insights into the basketball community's pulse.
- Basketball Reference Site: The main source for detailed player statistics. Data is web-scraped and transformed to provide analytical depth.
- Custom REST API Development: Enhances data accessibility and integration, enabling HoopsHub to seamlessly retrieve and display player metrics.
HoopsHub leverages a diverse array of data sources including nba_api for live NBA match updates, Reddit for top NBA discussions, and detailed player statistics scraped from a basketball reference site...
For a detailed description of the architecture, see the provided link or document.
