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Scream Queens

Marketing Channels
TV Shows

The strongest pull in Scream Queens' top 10 comes not from another TV show or a horror franchise, but from Android Authority — a tech-focused website — at 0.81. That cross-kind signal sets the tone for a neighbor set with no single dominant cluster.

The shape here is broad: scores run from 0.81 down to 0.74 across the top 10, with no sharp drop-off between neighbors. IGN (0.77) and Konami (0.76) follow closely, and Nintendo of America (0.76) and GameSpot (0.76) round out the upper tier. That's four of the top five neighbors drawn from gaming — game developers, gaming magazines, and entertainment platforms — with a tech website leading the group. Scream Queens is a TV show whose nearest audiences look, structurally, like a gaming and tech media crowd.

The remaining five neighbors extend that pattern without breaking it. Naughty Dog (0.76) and Twitch (0.75) continue the gaming thread, while Bandai Namco US (0.74) adds another game developer. FOX (0.74) is the only other TV channel or TV show in the top 10 — the lone same-kind neighbor. NYX Pro Makeup US (0.74) is the sole beauty brand, introducing a distinct subcategory that sits alongside the gaming majority without displacing it.

The broad shape, combined with gaming's dominance across subcategories, suggests an audience that spans entertainment formats rather than concentrating around any single one.

Playground →Docs

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": "screamqueens", "title": "Scream Queens", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "screamqueens", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "androidauth", "title": "Android Authority", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8074, "drivers": [ "N03", "Q06", "P04", "F04", "I05" ] }, { "handle": "ign", "title": "IGN", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7737, "drivers": [ "P06", "P04", "N03", "E03", "F04" ] }, { "handle": "konami", "title": "Konami", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.7647, "drivers": [ "P04", "I05", "F04", "Q01", "P06" ] }, { "handle": "nintendoamerica", "title": "Nintendo of America", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7628, "drivers": [ "N03", "P06", "F04", "E03", "P04" ] }, { "handle": "gamespot", "title": "GameSpot", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7576, "drivers": [ "Q06", "I05", "N03", "P06", "A02" ] }, { "handle": "naughty_dog", "title": "Naughty Dog", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.7568, "drivers": [ "I05", "N03", "E03", "E06", "P06" ] }, { "handle": "twitch", "title": "Twitch", "category": "Brands", "subcategory": "Social Media", "similarity": 0.7498, "drivers": [ "Q06", "F04", "P04", "A02", "P06" ] }, { "handle": "bandainamcous", "title": "Bandai Namco US", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.743, "drivers": [ "N03", "I05", "F04", "P06", "P04" ] }, { "handle": "foxtv", "title": "FOX", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.7394, "drivers": [ "N03", "I05", "Q06", "Q05", "A05" ] }, { "handle": "nyxcosmetics", "title": "NYX Pro Makeup US", "category": "Brands", "subcategory": "Beauty", "similarity": 0.7382, "drivers": [ "P06", "P04", "N03", "I05", "A05" ] } ] }
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