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Intermediate

Course

How to tell players apart

Read a player’s numbers correctly: per 90 minutes, by position, with sample size and the traps of context.

What you will learn

Read per-90 stats and see why goals alone mislead.
Know which measures matter in each position.
Estimate how much a team changes when a key player is out.
Spot the traps: penalties, hot streaks, transfer hype, small samples.

Lessons

1A player’s numbers: per 90, sample size, xGRead goals per 90 next to xG and the sample size, because raw goals hide minutes and luck.3 min 2What to look at by positionEach position needs its own measures, and a goalkeeper’s saves should be compared with post-shot xG.3 min 3How much a team changes without its key playerA creator’s share of xG gives a first estimate of the loss, softened by how good the replacement is.3 min 4Context and traps in player statsPenalties, hot streaks, league and role distort player stats, and public data gives a direction, never a certainty.3 min

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