Bholaa Shankar
2023
global pct
2.6
Film · 2023 · Films · 2020s
Bholaa Shankar
Two parallel scores from 7 z-qualifying reviewers and 8 raw-average reviewers. Cohort: Films · 2020s (7,930 peers).
2.6%
Z · Global
3.6%
Z · Cohort
Films · 2020s
0.7%
Raw · Global
1.3%
Raw · Cohort
Films · 2020s
Two scores · one item
Z-normalized · global
2.6Z-normalized · cohortFilms · 2020s
3.6Raw average · global
0.7Raw average · cohortFilms · 2020s
1.3Z-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 | -0.978 |
|---|---|
| DB1 raw-mean rating | 2.71 /10 |
| DB2 raw-mean rating | 2.50 /10 |
| 90% CI-floor (z) | -1.600 |
| 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
01
Z-score per reviewer
7 stddev>0 reviewers re-centered onto personal z-scale.
02
Aggregate
Mean z = -0.978. DB2 raw mean = 2.50.
03
CI-floor
90% CI-floor = -1.600. Thin samples penalized.
04
ECDF percentile
Global 2.6 / cohort 3.6. Z-track and raw-track ranked separately.
Cohort: Films · 2020s
