Data Entry

Manual inputs for the two market layers: team valuations when Forbes or Sportico publish, and weekly social follower counts.

Add valuation snapshot

Team

Valuation (USD billions)

Source

Publish date

Notes (optional)

Bulk import valuations

Paste one team per line: Team Name, Value in billions, Source, Publish Date — e.g. Dallas Cowboys, 13.0, forbes, 2025-08-28. Sources: forbes, sportico, other. Lines starting with # and empty lines are ignored. Team names match case-insensitively; unrecognized names are skipped, not blocked.

Add social snapshot

Weekly follower counts. Leave a platform at 0 to skip it — growth rates are computed from week-over-week change, not absolute counts.

Entity (team or player)

Snapshot date

Instagram

Twitter / X

TikTok

YouTube

Bulk import social snapshots

Paste one entry per line: Entity Name, Platform, Follower Count, Snapshot Date — e.g. Dallas Cowboys, instagram, 4200000, 2026-07-14. Platforms: instagram, twitter, facebook, tiktok, youtube. Teams and players both match (case-insensitive); duplicates for the same entity + platform + date are skipped. Max 2,000 rows per import.

YouTube handles

Set the channel handle (e.g. @NFL) per entity to enable the subscriber auto-fetch on the snapshot form.

Entity

Channel handle

Why manual?

Forbes and Sportico publish valuations on their own irregular schedule, and most social platform APIs are rate-limited or paid. A five-minute weekly entry keeps the market layers current without a scraping dependency — YouTube is the exception, with subscriber counts auto-fetched from the Data API once a handle is set.

Latest valuations

Columbus Blue Jackets$1.40BDec 11, 2025
St. Louis Blues$1.41BDec 11, 2025
Buffalo Sabres$1.42BDec 11, 2025
Ottawa Senators$1.44BDec 11, 2025
Winnipeg Jets$1.46BDec 11, 2025
San Jose Sharks$1.55BDec 11, 2025
Utah Mammoth$1.55BDec 11, 2025
Anaheim Ducks$1.60BDec 11, 2025