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Grocery & Gourmet Food

Scrappy's Bitters The Essentials Gift Set, 4 ct, 0.5 oz (Orange, Aromatic, Chocolate, and Firewater) - Organic Ingredients, Finest Herbs & Zests, No Extracts, Artificial Flavors, Chemicals or Dyes | Aromatic, Chocolate, Firewater, Organic Ingredients, Finest Herbs & Zests, No Extracts, Artificial Fl

Grocery & Gourmet Food4.5· 405 Amazon ratings

Bias-adjusted across 405 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Grocery & Gourmet Food.

79.8%
Percentile · Global
67.8%
Percentile · Cohort
Grocery & Gourmet Food
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Scrappy's Bitters The Essentials Gift Set, 4 ct, 0.5 oz (Orange, Aromatic, Chocolate, and Firewater) - Organic Ingredients, Finest Herbs & Zests, No Extracts, Artificial Flavors, Chemicals or Dyes | Aromatic, Chocolate, Firewater, Organic Ingredients, Finest Herbs & Zests, No Extracts, Artificial Fl

How the score was built

Amazon ratings
405

used for the Bayesian percentile

Raw star average
4.5 / 5

unadjusted Amazon mean

Bayesian avg
4.46

raw rating shrunk to the category prior

Reviewer-graph z
0.707

bias-corrected vs. each reviewer's baseline (0 qualifying)

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Same category · Grocery & Gourmet Food

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