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Billie Eilish

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Billie Eilish's nearest ten neighbors span seven different subcategories, with no single kind dominating — a flat distribution where the scores range from 0.93 down to 0.89 without a clear break. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.93 means the audiences look nearly identical in shape, regardless of what the entities actually do.

The top neighbor is Gabriel Iglesias (0.93), a comedian — not a fellow musician. RUSS (0.91) is the only other musician in the top 10, sitting third. The rest of the set is a cross-kind mix: lifestyle creator NikkieTutorials (0.91), tech personality Pokimane (0.91), comedian Liza Koshy (0.90), artist Kat Von D (0.90), actor Tom Holland (0.89), influencer Manny MUA (0.89), and beauty brands ColourPop Cosmetics (0.89) and Anastasia Beverly Hills (0.89). The two beauty brands are the only non-celebrity entities in the set.

The pattern here is a broadly cross-kind audience shape — one that overlaps with comedians, lifestyle creators, beauty brands, and a tech personality at nearly the same rate it overlaps with other musicians, suggesting the audience composition is not organized around music fandom specifically.

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": "billieeilish", "title": "Billie Eilish", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "billieeilish", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "fluffyguy", "title": "Gabriel Iglesias", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9341, "drivers": [ "N03", "P02", "P06", "P04", "E03" ] }, { "handle": "nikkietutorials", "title": "NikkieTutorials", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9122, "drivers": [ "N03", "P02", "P06", "P04", "F02" ] }, { "handle": "russdiemon", "title": "RUSS", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.912, "drivers": [ "N03", "P02", "P06", "P04", "P01" ] }, { "handle": "pokimanelol", "title": "Pokimane", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9112, "drivers": [ "N03", "P02", "P04", "P06", "P03" ] }, { "handle": "lizakoshy", "title": "Liza Koshy", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9037, "drivers": [ "N03", "P02", "P06", "P04", "J02" ] }, { "handle": "thekatvond", "title": "Kat Von D", "category": "Celebrities and Influencers", "subcategory": "Artists", "similarity": 0.8997, "drivers": [ "N03", "P02", "P06", "P04", "P03" ] }, { "handle": "tomholland1996", "title": "Tom Holland", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8939, "drivers": [ "N03", "P02", "P06", "P04", "J02" ] }, { "handle": "mannymua733", "title": "Manny MUA", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8927, "drivers": [ "P02", "P06", "N03", "P04", "P01" ] }, { "handle": "colourpopco", "title": "ColourPop Cosmetics", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8927, "drivers": [ "N03", "P02", "P04", "P06", "P03" ] }, { "handle": "abhcosmetics", "title": "Anastasia Beverly Hills", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8912, "drivers": [ "N03", "P02", "P06", "P04", "P03" ] } ] }
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