Hoops Data

May 2025 - July 2025

Next.jsSupabaseTypeScriptBeautiful SoupTailwind CSSSQL

Project Overview

  • Compiled career stats for all NBA players using Kaggle dataset of box scores
  • Utilized BeautifulSoup to scrape additional online sources for complete database
  • Built frontend with Next.js and hosted backend/database on Supabase
  • Features include player comparison tool, all-time rankings, and trivia games

Problem Statement

NBA statistics are scattered across multiple sources, making comprehensive player analysis difficult.

Solution

Built a centralized platform aggregating all NBA player statistics with interactive tools.

Key Features

  • Complete NBA player career statistics
  • Player comparison tools
  • All-time rankings system
  • Interactive trivia games
  • Advanced search and filtering

Outcome

Successfully launched platform serving NBA statistics to fans with hundreds of monthly active users.