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Around the Bend (2004) poster
2004
global pct
48.7

Film · 2004 · Films · 2000s

Around the Bend

Two parallel scores from 31 z-qualifying reviewers and 33 raw-average reviewers. Cohort: Films · 2000s (7,847 peers).

48.7%
Z · Global
53.8%
Z · Cohort
Films · 2000s
66.3%
Raw · Global
71.3%
Raw · Cohort
Films · 2000s
Two scores · one item
↓ crowd-elevated · 18-pt gap
Z-normalized · global
48.7
Z-normalized · cohortFilms · 2000s
53.8
Raw average · global
66.3
Raw average · cohortFilms · 2000s
71.3

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 18-point gap is the rating-inflation signature for this title — the casual crowd liked it more than discriminating reviewers (a classic inflation pattern).

Where this title sits

0255075100

Z-normalized percentile · 7,847 peers in Films · 2000s

Mean reviewer z-score-0.013
DB1 raw-mean rating7.42 /10
DB2 raw-mean rating7.30 /10
90% CI-floor (z)-0.308
Reviewers (DB1 / DB2)31 / 33

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

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

02
Aggregate

Mean z = -0.013. DB2 raw mean = 7.30.

03
CI-floor

90% CI-floor = -0.308. Thin samples penalized.

04
ECDF percentile

Global 48.7 / cohort 53.8. Z-track and raw-track ranked separately.

Cohort: Films · 2000s

Closest peers in the same cohort

See all 52,376