🤼 Wrestling Stats
Youth wrestling data analysis
Featured Athlete: Maddox Bainter
Maddox Bainter
Competing in youth wrestling tournaments tracked via USA Bracketing.
Recorded Opponents
- Bourne
- Rodriguez
- Soloman
- Worden
Tracked Matches: 4 opponent pairings in database
About This Data
This dataset represents youth wrestling competition data scraped from USA Bracketing, covering tournaments and match results across various weight classes and age divisions.
The data includes wrestler profiles, tournament brackets, match pairings, and competition statistics. It's used for tracking performance trends, analyzing competition patterns, and monitoring wrestler progress across seasons.
Data Source
Source: USA Bracketing
Database: PostgreSQL with 4 normalized tables
Last Updated: February 2026
Storage: ~2,051 opponent pairs across 281 athlete profiles
Technical Details
Data is stored in a PostgreSQL database with the following schema:
wrestlers — Athlete profiles with records and stats
events — Tournament information and dates
brackets — Weight class brackets and divisions
opponent_pairs — Match pairings and results
Automated scraping runs periodically to track new tournaments and update athlete records. Data is used for monitoring, analytics, and generating performance reports.