Book · Bathroom Readers' Institute · 2023
Uncle John's Weird, Wonderful World Bathroom Reader: Scanning the Globe for Strange Stories and Fantastic Facts (Uncle John's Bathroom Reader Annual)
Scored from 3 calibrated reviewers, each re-centered on their own rating baseline before the book is ranked. Cohort: 2020s books (1,903 books).
Summary
Uncle John's Weird, Wonderful World Bathroom Reader: Scanning the Globe for Strange Stories and Fantastic Facts (Uncle John's Bathroom Reader Annual) was published in 2023 and is credited to Bathroom Readers' Institute. It is shelved for adult readers.
The cohort it is ranked inside is the 2020s, 1,903 books wide. The calibrated sample is 3 reviewers — the ones whose rating history varies enough to place their own average — out of 5 who rated it at least twice. The sample-size-adjusted percentile pulls a sample that thin toward the corpus average.
How the score was built
We compare the reviewers of this book against every other book those same people reviewed. Each rating is scored relative to the reviewer's own baseline, so a reader who gives everything five stars is measured against their own five-star habit rather than against a stranger's. Every reviewer then counts the same, so the result is a calibrated consensus rather than a star average.
- Global percentile
- Where Uncle John's Weird, Wonderful World Bathroom Reader: Scanning the Globe for Strange Stories and Fantastic Facts (Uncle John's Bathroom Reader Annual) lands against every book we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — books published in the same decade, so a Victorian novel is judged against Victorian novels rather than against this year's releases. Ranked against 2020s books (1,903 books).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each book keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 3.
Similar percentile
