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Easter Hidden Pictures Puffy Sticker Playscenes: Easter-Themed Puzzles and Puffy Stickers, Kids Easter Activity Book With Egg Hunt Games, Flower ... More (Highlights Puffy Sticker Playscenes) cover
global pct
43.1

Book

Easter Hidden Pictures Puffy Sticker Playscenes: Easter-Themed Puzzles and Puffy Stickers, Kids Easter Activity Book With Egg Hunt Games, Flower ... More (Highlights Puffy Sticker Playscenes)

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

43.1%
Z · Global
43.1%
Z · Cohort
48.3%
Raw · Global
48.3%
Raw · Cohort
Two scores · one item
Z-normalized · global
43.1
Z-normalized · cohortpublication decade
43.1
Raw average · global
48.3
Raw average · cohortpublication decade
48.3

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.

Where this book sits

0255075100

Z-normalized percentile · 5,285 ranked books

Mean reviewer z-score+0.058
Calibrated raw-mean rating4.67 /5
Broad raw-mean rating4.80 /5
90% CI-floor (z)-0.892
Reviewers (calibrated / broad)3 / 5

Summary

Easter Hidden Pictures Puffy Sticker Playscenes: Easter-Themed Puzzles and Puffy Stickers, Kids Easter Activity Book With Egg Hunt Games, Flower ... More (Highlights Puffy Sticker Playscenes) sits at the 43th 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 = +0.058. Broad raw mean = 4.80/5.

03
CI-floor

90% CI-floor = -0.892. Thin samples penalized.

04
ECDF percentile

Global 43.1. Z-track and raw-track ranked separately.

Similar percentile

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