Credits & Data Sources

Data Integrity Verification

MLB Stats API

Live scores, standings, player rosters, and individual Statcast statistics for Major League Baseball.

Verify Feed

OddShark Computer Picks

Mathematical momentum indexing and market parlay logic references.

Verify Logic

DraftKings Sportsbook

Real-time moneyline, spread, and game availability data.

Verify Lines

System Proof of Life

This application is performing active data fetches every minute.

SYSTEM HEARTBEAT: CALCULATING...
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DATA INTEGRITY GUIDE

This page documents the professional-grade data sources powering the Strategic Hub.

1. Review the **Citations** to verify the official MLB API and betting market providers.
2. Monitor the **System Heartbeat** to prove that the application is currently live and fetching real-time packets.