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Halsey

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Halsey's top 10 neighbors span musicians, actors, TV shows, and game developers — with no single entity pulling far ahead of the rest. The scores run from 0.92 (Paramore) down to 0.88 (Xbox), a range of just 0.04 across ten positions, which is the defining feature of a flat shape.

Tallying the subcategories across the top 10: four are Musicians and Bands (Paramore at 0.92, Harry Styles at 0.90, Fall Out Boy at 0.89, Miley Cyrus at 0.89), two are Actors (Zac Efron at 0.89, Misha Collins at 0.88), two are Game Developers (Infinity Ward at 0.88, Bethesda Game Studios at 0.88), one is a TV Show (American Horror Story at 0.92), and one is an Entertainment Platform (Xbox at 0.88). That mix — fellow musicians alongside horror TV, actors, and gaming brands — signals an audience that doesn't cluster tightly around any single content type.

The gaming presence is the most structurally notable cross-kind signal: Infinity Ward, Bethesda Game Studios, and Xbox all sit within the top 10 at scores between 0.88 and 0.89, comparable to where Harry Styles and Fall Out Boy land. This audience shape is genuinely mixed rather than musician-dominated.

The flat distribution suggests Halsey's audience is compositionally broad, overlapping meaningfully with music, horror entertainment, and gaming communities simultaneously rather than anchoring to any one.

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": "halsey", "title": "Halsey", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "halsey", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "paramore", "title": "Paramore", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.922, "drivers": [ "N03", "J02", "A01", "O02", "O03" ] }, { "handle": "ahsfx", "title": "American Horror Story", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9175, "drivers": [ "N03", "A01", "J02", "J01", "N04" ] }, { "handle": "harry_styles", "title": "Harry Styles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8988, "drivers": [ "N03", "J02", "H04", "A01", "O03" ] }, { "handle": "zacefron", "title": "Zac Efron", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8915, "drivers": [ "N03", "A01", "J02", "J01", "O03" ] }, { "handle": "falloutboy", "title": "Fall Out Boy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8859, "drivers": [ "N03", "J02", "O03", "O02", "A01" ] }, { "handle": "mileycyrus", "title": "Miley Cyrus", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8857, "drivers": [ "N03", "A01", "O03", "O02", "N04" ] }, { "handle": "infinityward", "title": "Infinity Ward", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8845, "drivers": [ "N03", "J02", "A01", "O02", "A02" ] }, { "handle": "bethesdastudios", "title": "Bethesda Game Studios", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8843, "drivers": [ "N03", "J02", "A01", "O02", "A02" ] }, { "handle": "xbox", "title": "Xbox", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8805, "drivers": [ "N03", "J02", "A01", "O03", "J01" ] }, { "handle": "fallout", "title": "Fallout", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8803, "drivers": [ "N03", "J02", "A01", "O02", "O03" ] } ] }
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