#03 Count variables normalization

Normalization Rules · Impact measurement

For discrete counts (words, recordings, sentences): ratio to target, capped at 1 so over-documentation does not inflate the score.

norm_{i} = min (1, \frac{v _{i}}{v _{i}^{target}})