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Popular Science

Marketing Channels
Magazines
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Popular Science's top 10 nearest neighbors span four distinct subcategories — magazines, activists, a spiritual leader, and a politician — with scores compressed into a narrow 0.95–0.93 band that produces no single dominant pull.

The shape is flat: Scientific American leads at 0.95, followed within a fraction by Greta Thunberg (0.95) and the Dalai Lama (0.95), then WIRED Science (0.95) and New Scientist (0.95). Justin Trudeau (0.94) and Malala Yousafzai (0.94) follow closely. Of the ten neighbors, four are fellow magazines — Scientific American, WIRED Science, New Scientist, and Richard Dawkins is an author (0.94), Padma Lakshmi a TV personality (0.94), and Ars Technica a website (0.93). The same-kind presence is real but not dominant: four magazines out of ten, alongside two activists, one spiritual leader, one politician, one author, and one TV personality. That cross-kind spread — particularly the activists and the spiritual leader sitting at near-identical scores to the science magazines — is the defining structural feature of this cluster.

The audience Popular Science draws is shaped less by a single content category than by a consistent orientation across science, civic engagement, and global affairs.

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": "popsci", "title": "Popular Science", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "popsci", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "sciam", "title": "Scientific American", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9517, "drivers": [ "G03", "A02", "G01", "H02", "J01" ] }, { "handle": "gretathunberg", "title": "Greta Thunberg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9501, "drivers": [ "G03", "A02", "G01", "I01", "H02" ] }, { "handle": "dalailama", "title": "Dalai Lama", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.9492, "drivers": [ "G03", "G01", "A02", "H02", "I01" ] }, { "handle": "wiredscience", "title": "WIRED Science", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9485, "drivers": [ "G03", "A02", "G01", "H02", "I01" ] }, { "handle": "newscientist", "title": "New Scientist", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9475, "drivers": [ "G03", "G01", "A02", "J04", "I01" ] }, { "handle": "justintrudeau", "title": "Justin Trudeau", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9435, "drivers": [ "G03", "G01", "A02", "I01", "H02" ] }, { "handle": "malala", "title": "Malala Yousafzai", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9432, "drivers": [ "G03", "A02", "G01", "I01", "H02" ] }, { "handle": "richarddawkins", "title": "Richard Dawkins", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9396, "drivers": [ "A02", "G03", "G01", "H02", "I01" ] }, { "handle": "padmalakshmi", "title": "Padma Lakshmi", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9366, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "arstechnica", "title": "Ars Technica", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9345, "drivers": [ "G03", "G01", "A02", "I01", "A03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: