# NBA Statistics Data Platform

## Docs

- [Contract Data](https://mintlify.wiki/gabriel1200/site_Data/api/contract-data.md): NBA salary cap, contract, and team option data collection from Spotrac
- [Defense](https://mintlify.wiki/gabriel1200/site_Data/api/defense.md): Defensive metrics and opponent field goal data collection
- [dribble.py](https://mintlify.wiki/gabriel1200/site_Data/api/dribble.md): Dribble and shot creation metrics collection
- [Hustle](https://mintlify.wiki/gabriel1200/site_Data/api/hustle.md): Hustle stats including deflections, loose balls, screens, and charges
- [Make Index](https://mintlify.wiki/gabriel1200/site_Data/api/make-index.md): Player indexing and scoring data collection scripts
- [misc.py](https://mintlify.wiki/gabriel1200/site_Data/api/misc.md): Play-by-play, playtype, and possession data collection
- [player_level.py](https://mintlify.wiki/gabriel1200/site_Data/api/player-level.md): Advanced player-level data aggregations and transformations
- [Player Shooting](https://mintlify.wiki/gabriel1200/site_Data/api/player-shooting.md): Shot quality data by defender distance classification
- [team_shooting.py](https://mintlify.wiki/gabriel1200/site_Data/api/team-shooting.md): Team-level shooting analytics by defender distance
- [Tracking](https://mintlify.wiki/gabriel1200/site_Data/api/tracking.md): Player tracking data for drives, touches, passes, and shot types
- [Data Sources](https://mintlify.wiki/gabriel1200/site_Data/data-sources.md): Understanding the three primary data sources powering the NBA Statistics Data Platform
- [Contract & Salary Data](https://mintlify.wiki/gabriel1200/site_Data/data/contract-salary.md): NBA player salaries, contract options, team cap holds, and salary cap information
- [Defensive Metrics](https://mintlify.wiki/gabriel1200/site_Data/data/defensive-metrics.md): Defensive statistics including opponent field goal percentage, rim protection, and defensive impact
- [Player Statistics](https://mintlify.wiki/gabriel1200/site_Data/data/player-statistics.md): Core player statistics aggregated from NBA.com covering seasons 2014-2025
- [Shooting Analytics](https://mintlify.wiki/gabriel1200/site_Data/data/shooting-analytics.md): Advanced shooting metrics including catch-and-shoot, pull-ups, shot zones, and shot quality
- [Team Statistics](https://mintlify.wiki/gabriel1200/site_Data/data/team-statistics.md): Team-level aggregated statistics including shooting splits and opponent defense metrics
- [Tracking Data](https://mintlify.wiki/gabriel1200/site_Data/data/tracking-data.md): Player tracking metrics including drives, touches, passing, speed/distance, and hustle stats
- [Introduction](https://mintlify.wiki/gabriel1200/site_Data/introduction.md): A comprehensive NBA statistics data platform aggregating multi-source data from 2014-2025
- [Quick Start](https://mintlify.wiki/gabriel1200/site_Data/quickstart.md): Get up and running with the NBA Statistics Data Platform in minutes
- [Advanced Metrics Schema](https://mintlify.wiki/gabriel1200/site_Data/schema/advanced-metrics.md): Calculated fields, play-type breakdowns, and advanced statistics
- [Data Schema Overview](https://mintlify.wiki/gabriel1200/site_Data/schema/overview.md): Understanding the NBA statistics data model, relationships, and file structure
- [Player Statistics Schema](https://mintlify.wiki/gabriel1200/site_Data/schema/player-stats.md): Complete field reference for player-level datasets
- [Team Statistics Schema](https://mintlify.wiki/gabriel1200/site_Data/schema/team-stats.md): Complete field reference for team-level datasets
- [Data Collection Architecture](https://mintlify.wiki/gabriel1200/site_Data/scripts/data-collection.md): Overview of the automated data collection system for NBA statistics
- [Data Processing](https://mintlify.wiki/gabriel1200/site_Data/scripts/data-processing.md): Data transformation workflows, player ID mapping, dataset merging, and master file generation
- [Scraping Pipeline](https://mintlify.wiki/gabriel1200/site_Data/scripts/scraping-pipeline.md): Deep dive into web scraping mechanics, API calls, and data extraction patterns