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Witch Hat Atelier
2025
global pct
52.6

TV Series · 2025 · TV Series · 2020s

Witch Hat Atelier

Two parallel scores from 15 z-qualifying reviewers and 17 raw-average reviewers. Cohort: TV Series · 2020s (3,070 peers).

52.6%
Z · Global
50.2%
Z · Cohort
TV Series · 2020s
70.7%
Raw · Global
64.8%
Raw · Cohort
TV Series · 2020s
Two scores · one item
↓ crowd-elevated · 18-pt gap
Z-normalized · global
52.6
Z-normalized · cohortTV Series · 2020s
50.2
Raw average · global
70.7
Raw average · cohortTV Series · 2020s
64.8

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 · 3,070 peers in TV Series · 2020s

Mean reviewer z-score+0.033
DB1 raw-mean rating7.13 /10
DB2 raw-mean rating7.47 /10
90% CI-floor (z)-0.392
Reviewers (DB1 / DB2)15 / 17

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

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

02
Aggregate

Mean z = +0.033. DB2 raw mean = 7.47.

03
CI-floor

90% CI-floor = -0.392. Thin samples penalized.

04
ECDF percentile

Global 52.6 / cohort 50.2. Z-track and raw-track ranked separately.

Cohort: TV Series · 2020s

Closest peers in the same cohort

See all 52,376