Data & Research

College Sports Data

Every dataset The Sideline maintains — NIL roster markets, the transfer portal, recruiting, and the methodology behind the numbers.

The Sideline tracks the money and movement reshaping college athletics. Our flagship dataset estimates aggregate Name, Image and Likeness (NIL) roster market value for all 357 Division I programs. Current public benchmarks are preserved exactly, while unsourced players and sport pools use a guarded active-roster model. The result is a market estimate, not school payroll or disclosed contract total.

Each dataset below is free to read, updated continuously, and citation-ready. Start with the NIL Tracker, or read the full methodology to see exactly how the numbers are sourced.

Journalists and researchers: The Sideline's data is free to cite as “The Sideline NIL Tracker.” Embeddable widgets and CSV/JSON exports are in the press kit.

Built on trusted data

Aggregated from the industry's established sources

ESPN logo
ESPN
College Football Data logo
College Football Data
College Sports Commission logo
College Sports Commission
CBS Sports logo
CBS Sports
Yahoo Sports logo
Yahoo Sports

The Sideline aggregates and models publicly available data from these providers with source-linked attribution. Logos identify data sources and do not imply partnership or endorsement. Methodology and per-figure sourcing are documented on our data pages.