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A Happy Event (2011) poster
2011
global pct
73.4

Film · 2011 · Films · 2010s

A Happy Event

Two parallel scores from 3 z-qualifying reviewers and 3 raw-average reviewers. Cohort: Films · 2010s (13,059 peers).

73.4%
Z · Global
79.0%
Z · Cohort
Films · 2010s
58.2%
Raw · Global
66.9%
Raw · Cohort
Films · 2010s
Two scores · one item
↑ critic-elevated · 15-pt gap
Z-normalized · global
73.4
Z-normalized · cohortFilms · 2010s
79.0
Raw average · global
58.2
Raw average · cohortFilms · 2010s
66.9

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 15-point gap is the rating-inflation signature for this title — discriminating reviewers liked it more than the casual crowd.

Where this title sits

0255075100

Z-normalized percentile · 13,059 peers in Films · 2010s

Mean reviewer z-score+0.281
DB1 raw-mean rating7.00 /10
DB2 raw-mean rating7.00 /10
90% CI-floor (z)-0.669
Reviewers (DB1 / DB2)3 / 3

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

3 stddev>0 reviewers re-centered onto personal z-scale.

02
Aggregate

Mean z = +0.281. DB2 raw mean = 7.00.

03
CI-floor

90% CI-floor = -0.669. Thin samples penalized.

04
ECDF percentile

Global 73.4 / cohort 79. Z-track and raw-track ranked separately.

Cohort: Films · 2010s

Closest peers in the same cohort

See all 52,376