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Simon & Schuster

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Book Publishers
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The top 10 neighbors for Simon & Schuster span book publishers, a trade magazine, journalists, politicians, and a government organization — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from Publishers Weekly at 0.97 down to Scribner at 0.95, a band of just two points across all ten positions. Five of the ten neighbors are fellow Book Publishers: Penguin Random House (0.96), Alfred A. Knopf (0.96), W. W. Norton & Company (0.96), HarperCollins (0.95), and Scribner (0.95). The remaining five break toward media and politics: Publishers Weekly (0.97) is the only magazine in the set; Chuck Schumer (0.95) and NY AG James (0.95) represent government; and Chris Hayes (0.95) and Little, Brown and Co (0.95) round out the ten — the latter being another Book Publisher, bringing that subcategory count to six of ten. The cross-kind presence of a government official, a government organization, and a cable journalist alongside a dense cluster of publishers is the defining structural feature: the audience that follows Simon & Schuster also closely tracks politically oriented media and figures, not just the publishing trade.

The flat, tightly compressed scores suggest an audience with consistent, overlapping interests across literary publishing and left-leaning political media — with no single neighbor dominating the shape.

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": "simonschuster", "title": "Simon & Schuster", "category": "Brands", "subcategory": "Book Publishers", "resolved": "simonschuster", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "publisherswkly", "title": "Publishers Weekly", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9716, "drivers": [ "A02", "G01", "I01", "G03", "J04" ] }, { "handle": "penguinrandom", "title": "Penguin Random House", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9628, "drivers": [ "A02", "G01", "I01", "G03", "J04" ] }, { "handle": "aaknopf", "title": "Alfred A. Knopf", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.957, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "wwnorton", "title": "W. W. Norton & Company", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9551, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "harpercollins", "title": "HarperCollins", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9534, "drivers": [ "A02", "G01", "I01", "G03", "J04" ] }, { "handle": "senschumer", "title": "Chuck Schumer", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9508, "drivers": [ "A02", "G01", "I01", "G03", "J04" ] }, { "handle": "newyorkstateag", "title": "NY AG James", "category": "Organizations", "subcategory": "Government", "similarity": 0.9483, "drivers": [ "A02", "I01", "G01", "G03", "J04" ] }, { "handle": "chrislhayes", "title": "Chris Hayes", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9476, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "littlebrown", "title": "Little, Brown and Co", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9474, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "scribnerbooks", "title": "Scribner", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.9454, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] } ] }
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