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Clothing, Shoes & Jewelry

Ponytail Messy Bun BeanieTail Soft Winter Knit Stretchy Beanie Hat Cap Black Gray Mix

Clothing, Shoes & Jewelry4.5· 41 Amazon ratings

Bias-adjusted across 41 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Clothing, Shoes & Jewelry.

63.5%
Percentile · Global
72.2%
Percentile · Cohort
Clothing, Shoes & Jewelry
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Ponytail Messy Bun BeanieTail Soft Winter Knit Stretchy Beanie Hat Cap Black Gray Mix

How the score was built

Amazon ratings
41

used for the Bayesian percentile

Raw star average
4.5 / 5

unadjusted Amazon mean

Bayesian avg
4.35

raw rating shrunk to the category prior

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