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Expecting and Organized New Baby Planner – Pregnancy Organizer and Checklist Journal for First-Time Moms – 140+ Page Hardcover Keepsake by Undefining Motherhood
global pct
18.8

Book

Expecting and Organized New Baby Planner – Pregnancy Organizer and Checklist Journal for First-Time Moms – 140+ Page Hardcover Keepsake by Undefining Motherhood

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

18.8%
Z · Global
18.8%
Z · Cohort
32.9%
Raw · Global
32.9%
Raw · Cohort
Two scores · one item
Z-normalized · global
18.8
Z-normalized · cohortpublication decade
18.8
Raw average · global
32.9
Raw average · cohortpublication decade
32.9

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.

Where this book sits

0255075100

Z-normalized percentile · 5,285 ranked books

Mean reviewer z-score-0.373
Calibrated raw-mean rating4.67 /5
Broad raw-mean rating4.67 /5
90% CI-floor (z)-1.323
Reviewers (calibrated / broad)3 / 3

Summary

Expecting and Organized New Baby Planner – Pregnancy Organizer and Checklist Journal for First-Time Moms – 140+ Page Hardcover Keepsake by Undefining Motherhood sits at the 19th 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 33; 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 = -0.373. Broad raw mean = 4.67/5.

03
CI-floor

90% CI-floor = -1.323. Thin samples penalized.

04
ECDF percentile

Global 18.8. Z-track and raw-track ranked separately.

Similar percentile

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