About & Credits

Data sources, acknowledgments, and legal stuff.

Data Sources

This site would not be possible without the incredible work of the following data providers and open-source projects:

nflverse / nflFastR

The backbone of NFL analytics. Play-by-play data, expected points, completion probability, and more. An incredible open-source resource for the football analytics community.

Pro Football Reference

The gold standard for historical NFL statistics. Snap counts, contracts, combine data, and comprehensive player histories.

NFL Next Gen Stats

Player tracking data including separation, cushion, time to throw, rush yards over expected, and other advanced metrics powered by AWS.

Over The Cap

Contract details, salary cap information, and free agency data. Essential for understanding player value and team construction.

Additional data sourced from official NFL feeds and publicly available statistics. All data is used for informational and educational purposes.

About the Creator

This site was built by a data scientist who prefers to remain anonymous. He has worked in sports analytics both personally and professionally, applying machine learning and statistical modeling to player evaluation and performance prediction.

The goal of this project is simple: give fantasy players access to the same depth of data and analysis that professional front offices use — without the six-figure salary or proprietary databases.

Contact

Questions, feedback, or bug reports? Reach out at: xfpgm @ gmail . com

Disclaimer

This is not financial advice.

The information provided on this site is for entertainment and informational purposes only. Fantasy football involves risk, and past performance does not guarantee future results. The creator of this site makes no warranties about the accuracy, completeness, or reliability of the data or projections.

Use at your own risk. Always do your own research and make decisions based on your own judgment. The creator is not responsible for any losses incurred from fantasy football decisions made using this site.

Privacy

This site does not collect personal information, use tracking cookies, or sell your data. Basic analytics may be used to understand site traffic and improve the user experience, but no personally identifiable information is stored or shared.

Acknowledgments

Special thanks to the open-source community, particularly the maintainers of nflverse, for making quality football data accessible to everyone. This project stands on the shoulders of countless contributors who believe data should be open and free.

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