Hard Feelings
2023
global pct
6.4
Film · 2023 · Films · 2020s
Hard Feelings
Two parallel scores from 12 z-qualifying reviewers and 12 raw-average reviewers. Cohort: Films · 2020s (7,930 peers).
6.4%
Z · Global
8.7%
Z · Cohort
Films · 2020s
4.6%
Raw · Global
7.7%
Raw · Cohort
Films · 2020s
Two scores · one item
Z-normalized · global
6.4Z-normalized · cohortFilms · 2020s
8.7Raw average · global
4.6Raw average · cohortFilms · 2020s
7.7Z-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.
Where this title sits
Z-normalized percentile · 7,930 peers in Films · 2020s
| Mean reviewer z-score | -0.757 |
|---|---|
| DB1 raw-mean rating | 3.92 /10 |
| DB2 raw-mean rating | 3.92 /10 |
| 90% CI-floor (z) | -1.232 |
| Reviewers (DB1 / DB2) | 12 / 12 |
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
01
Z-score per reviewer
12 stddev>0 reviewers re-centered onto personal z-scale.
02
Aggregate
Mean z = -0.757. DB2 raw mean = 3.92.
03
CI-floor
90% CI-floor = -1.232. Thin samples penalized.
04
ECDF percentile
Global 6.4 / cohort 8.7. Z-track and raw-track ranked separately.
Cohort: Films · 2020s
