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Alcoholic Beverages

The top 10 neighbors for Alcoholic Beverages span journalists, spiritual leaders, car makers, athletes, magazines, breweries, and a professional — no single subcategory dominates, and the scores compress into a narrow band from 0.74 down to 0.72.

The shape is flat. Pierre LeBrun leads at 0.74, followed by Pope Francis at 0.74 and Subaru at 0.73. Bob McKenzie (0.73) and Bicycling Magazine (0.73) round out the top five. The two breweries in the set — Dogfish Head Brewery at 0.73 and Magic Hat Brewing at 0.72 — are the only neighbors sharing the center entity's own subcategory, and they sit in the lower half of the ten. The remaining neighbors are a journalist (Erika K Nardini, 0.72), an athlete (Paul Bissonnette, 0.72), and another journalist (Darren Dreger, 0.72). Journalists account for three of the ten positions; athletes and breweries each account for two. The cross-kind composition — a car maker, a spiritual leader, a cycling magazine, and hockey media figures sitting alongside craft breweries — signals that this audience's shape is defined less by beverage interest than by a broader demographic profile that happens to overlap with a wide range of unrelated entities.

The flat, mixed-subcategory structure of this neighbor set suggests an audience with no single defining affinity cluster, one whose composition mirrors a general-interest consumer rather than a category enthusiast.

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Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "alcoholic-beverages", "title": "Alcoholic Beverages", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "resolved": "alcoholic-beverages", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "pierrevlebrun", "title": "Pierre LeBrun", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7447, "drivers": [ "N03", "D03", "N02", "A04", "M02" ] }, { "handle": "pontifex", "title": "Pope Francis", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.7422, "drivers": [ "N03", "N02", "A01", "O04", "N01" ] }, { "handle": "subaru", "title": "Subaru", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.7321, "drivers": [ "N02", "N03", "N01", "L01", "A04" ] }, { "handle": "tsnbobmckenzie", "title": "Bob McKenzie", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7314, "drivers": [ "D03", "N02", "N03", "A04", "L01" ] }, { "handle": "bicyclingmag", "title": "Bicycling Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7308, "drivers": [ "N03", "N02", "H02", "A01", "J01" ] }, { "handle": "dogfishbeer", "title": "Dogfish Head Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.7296, "drivers": [ "N03", "N02", "N01", "N04", "M04" ] }, { "handle": "magichat", "title": "Magic Hat Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.7224, "drivers": [ "N03", "N02", "L01", "A04", "E03" ] }, { "handle": "ekanardini", "title": "Erika K Nardini", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.718, "drivers": [ "N03", "A04", "N02", "G01", "A01" ] }, { "handle": "biznasty2point0", "title": "Paul Bissonnette", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7179, "drivers": [ "N03", "N02", "D03", "A04", "L01" ] }, { "handle": "darrendreger", "title": "Darren Dreger", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7179, "drivers": [ "D03", "N02", "N03", "A04", "L01" ] } ] }
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