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Batman: The Long Halloween: DC Compact Comics Edition cover
global pct
31.1

Book · Jeph Loeb · 2025

Batman: The Long Halloween: DC Compact Comics Edition

Two parallel scores from 3 calibrated reviewers and 5 raw-average reviewers.

31.1%
Z · Global
29.6%
Z · Cohort
48.3%
Raw · Global
47.5%
Raw · Cohort
Two scores · one item
↓ crowd-elevated · 17-pt gap
Z-normalized · global
31.1
Z-normalized · cohortpublication decade
29.6
Raw average · global
48.3
Raw average · cohortpublication decade
47.5

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 17-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 book sits

0255075100

Z-normalized percentile · 5,285 ranked books

Mean reviewer z-score-0.098
Calibrated raw-mean rating4.67 /5
Broad raw-mean rating4.80 /5
90% CI-floor (z)-1.048
Reviewers (calibrated / broad)3 / 5

Summary

Batman: The Long Halloween: DC Compact Comics Edition by Jeph Loeb sits at the 31th z-normalized percentile across 5,285ranked books. The z-percentile differs from a raw star average because Rankquant subtracts each reviewer's personal baseline before aggregating — so a reader who rates everything 5 stars carries less weight than one who rates discerningly. Raw-average percentile is 48; the gap between the two measures how much bias-correction changes this title's standing. How percentiles are computed.

Pipeline applied to this title

The math, in this order

01
Z-score per reviewer

3 reviewers with rating variance re-centered onto a personal z-scale.

02
Aggregate

Mean z = -0.098. Broad raw mean = 4.80/5.

03
CI-floor

90% CI-floor = -1.048. Thin samples penalized.

04
ECDF percentile

Global 31.1. Z-track and raw-track ranked separately.

Similar percentile

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