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The signals we check before a prediction is published

The role of injuries, expected goals, chance quality and late team information.

Football player holding a ball before a data-informed match review

We look for patterns that appear across more than one match, including territory, shot quality, pressing success, and defensive control. Repeatable signals matter more than isolated scorelines.

Injuries, suspensions, probable lineups, schedule congestion, and tactical matchups can change the baseline. Each update is weighed by how much it affects the expected game state.

If the reasoning cannot be explained plainly, the selection is not ready. A transparent no-pick decision is better than forcing a recommendation.