Your group already builds the numbers. What eats the week is the context around them: the rival's roster, cap and injury picture in one place, and a defensible account of why a league-wide statistic moved. WorldbyFlow assembles the first as a sourced dossier and grades the second against the record.
Written for Runs the analytics or performance group inside a professional club or franchise.·Runs in the Sports domain
An analytics group inside a club produces a great deal of internal truth and spends its remaining hours chasing external context. The scans here supply the context: a team dossier on a rival, the numbers on a league-wide trend with sources, a graded explanation for a statistic that moved, a study of the method your department is built on, and a trajectory read on where the analytics arms race is going.
A club read whole: roster, record, cap position, injury picture, documented moves, assembled into one sourced dossier. The rival file, kept current.
The numbers on a league-wide topic with each figure's source and interpretation. Three-point rates or fourth-down decisions, labeled by where the data came from.
A league statistic moved and everyone has a theory. Candidate explanations graded against the record: rule changes, ball, personnel, tactics.
A method your department rests on, studied as a method: origin, evidence, failure modes. Expected goals has a literature and critics, and this reads both.
Where a practice actually is across the league, attention separated from adoption. Analytics staffing and sports science, placed with a basis.
The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.
You know the roster. Check whether the cap and injury picture match what your own group tracks; that is the test of the tool.
The candidate explanations graded. The internal memo that ends the argument, or sharpens it.
Evidence and failure modes. The page for the front office skeptic.
A trade, a signing or an injury update at a rival becomes a watched signal.
Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.
Copy the dossier as Markdown into the pre-game pack, or share it as a page the coaching staff can open on a tablet.
Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →
Spain's midfield trio of Rodri, Fabián Ruiz, and Pedri completed 647 passes to Argentina's 337 — a structural suffocation that made the 106th-minute winner inevitable.
The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.