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School Zone Spelling Puzzles 1-2 Workbook: 64 Pages, 1st Grade, 2nd Grade, Compound Words, Vowels, Consonants, Pronunciation, Writing, Ages 6 to 8 cover
global pct
3.1

Book

School Zone Spelling Puzzles 1-2 Workbook: 64 Pages, 1st Grade, 2nd Grade, Compound Words, Vowels, Consonants, Pronunciation, Writing, Ages 6 to 8

Two parallel scores from 3 calibrated reviewers and 4 raw-average reviewers.

3.1%
Z · Global
3.1%
Z · Cohort
21.7%
Raw · Global
21.7%
Raw · Cohort
Two scores · one item
↓ crowd-elevated · 19-pt gap
Z-normalized · global
3.1
Z-normalized · cohortpublication decade
3.1
Raw average · global
21.7
Raw average · cohortpublication decade
21.7

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 19-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-1.238
Calibrated raw-mean rating4.33 /5
Broad raw-mean rating4.50 /5
90% CI-floor (z)-2.188
Reviewers (calibrated / broad)3 / 4

Summary

School Zone Spelling Puzzles 1-2 Workbook: 64 Pages, 1st Grade, 2nd Grade, Compound Words, Vowels, Consonants, Pronunciation, Writing, Ages 6 to 8 sits at the 3th 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 22; 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 = -1.238. Broad raw mean = 4.50/5.

03
CI-floor

90% CI-floor = -2.188. Thin samples penalized.

04
ECDF percentile

Global 3.1. Z-track and raw-track ranked separately.

Similar percentile

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