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Football · Sport academy

NFL Academy

Football has few games, few possessions and huge weekly variance. Opportunity is the most stable thing you can measure; touchdowns are the least.

What matters

Seventeen games a season means every sample is small. The most repeatable inputs are opportunity — snaps, routes, targets, carries — and the team context that creates it: expected game script, pace and the quarterback. Efficiency (yards per target, touchdowns per touch) is far noisier week to week.

Important data

InputWhy it matters
Snaps, routes, targets, carriesOpportunity — the most stable inputs
Game script (spread, total)Trailing teams pass more; leading teams run more
AvailabilityInjuries redistribute usage across a roster
WeatherWind in particular affects passing
Market pricesFor comparison after a model scores, not as an input

Common metrics

MetricWhat it measuresHow to read it
Target shareTargets / team pass attemptsReceiving opportunity
Air yardsDepth of targetsRole and ceiling
Snap shareShare of offensive snapsRole stability
Red-zone opportunityTouches near the goal lineMain driver of touchdown chances
Down and distanceThe live situationCore of game state

Model concepts

Yardage is continuous and skewed, so normal or skewed distributions around a projection fit better than Poisson. Touchdowns are rare counts with heavy variance. NFL model products on the network run in a tracking lane until they pass a pre-set sample and week gate, and tracking records stay separate from official ones.

Live intelligence

The NFL PBEcast Game Center leads with score, clock, possession, down and distance, then box score, leaders and win probability. Late-game plays carry the most leverage.

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Worked example

Worked example · why touchdowns are noisy
  1. A receiver with a true 35% chance to score each week, over a 17-game season.
  2. Expected touchdown games ≈ 0.35 × 17 = 6.0, but the binomial spread (±3.9 games at 95%) makes anywhere from about 2 to 10 perfectly normal.
  3. Two scores in one week tell you almost nothing about next week's probability.
Judge touchdown models over seasons, not Sundays.

Glossary

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