TV Series · 2011 · TV Series · 2010s
Friends with Benefits
Two parallel scores from 7 z-qualifying reviewers and 8 raw-average reviewers. Cohort: TV Series · 2010s (3,236 peers).
Z-normalized corrects for reviewer bias (every reviewer re-centered onto their personal scale). Raw average uses simple mean across the broader pool including stddev=0 reviewers. The 16-point gap is the rating-inflation signature for this title — discriminating reviewers liked it more than the casual crowd.
Where this title sits
Z-normalized percentile · 3,236 peers in TV Series · 2010s
| Mean reviewer z-score | +0.159 |
|---|---|
| DB1 raw-mean rating | 6.57 /10 |
| DB2 raw-mean rating | 6.63 /10 |
| 90% CI-floor (z) | -0.462 |
| Reviewers (DB1 / DB2) | 7 / 8 |
Summary
Plot summary pending — enrichment is running across all 52,376 titles in the catalog.
Pipeline applied to this title
The math, in this order
7 stddev>0 reviewers re-centered onto personal z-scale.
Mean z = +0.159. DB2 raw mean = 6.63.
90% CI-floor = -0.462. Thin samples penalized.
Global 63.5 / cohort 53.3. Z-track and raw-track ranked separately.
Cohort: TV Series · 2010s
