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Coffee House Press

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The top 10 neighbors for Coffee House Press span five distinct subcategories — book publishers, activism organizations, a TV show, an author, and a comedian — with scores compressed into a narrow band from 0.92 down to 0.89, the defining signature of a flat shape.

Three of the top 10 are fellow book publishers: Tin House at 0.92, W. W. Norton & Company at 0.91, and Harper Perennial at 0.90. These are the highest scores in the set, but only marginally — the gap between the top neighbor and the tenth is just 0.03 points. That compression means no single neighbor dominates; the audience shape is distributed rather than anchored. Two non-publisher neighbors sit nearly as close: Women's March at 0.90 and Frontline at 0.90, a PBS documentary series. Dan Savage, subcategorized as an author, comes in at 0.90 as well, followed by Planned Parenthood at 0.90 and The Nation at 0.90. Rob Delaney, a comedian, and Sam Sanders, a journalist, round out the ten at 0.89 each.

The cross-kind composition is the real finding here: only three of the ten neighbors share Coffee House Press's own subcategory of book publishers. The remaining seven are activism organizations, a non-profit, a TV show, a magazine, an author, a comedian, and a journalist — a mix that points to an audience defined less by publishing consumption alone and more by a consistent orientation across literary, civic, and media spaces.

The flat shape reflects an audience with broad, evenly distributed overlap across a recognizable cultural cluster rather than a tight niche around any single entity.

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": "coffee_house_", "title": "Coffee House Press", "category": "Brands", "subcategory": "Book Publishers", "resolved": "coffee_house_", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tin_house", "title": "Tin House", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.923, "drivers": [ "A02", "I01", "G03", "G01", "H02" ] }, { "handle": "wwnorton", "title": "W. W. Norton & Company", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9107, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "womensmarch", "title": "Women's March", "category": "Organizations", "subcategory": "Activism", "similarity": 0.9046, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "harperperennial", "title": "Harper Perennial", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9037, "drivers": [ "A02", "G01", "I01", "G03", "H02" ] }, { "handle": "frontlinepbs", "title": "Frontline", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9005, "drivers": [ "A02", "G01", "G03", "H02", "I01" ] }, { "handle": "fakedansavage", "title": "Dan Savage", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8999, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "ppfa", "title": "Planned Parenthood", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.896, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "thenation", "title": "The Nation", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8951, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "robdelaney", "title": "Rob Delaney", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8932, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "samsanders", "title": "Sam Sanders", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8926, "drivers": [ "A02", "G03", "G01", "H02", "I01" ] } ] }
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