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Katherine Heigl

Celebrities and Influencers
Actors
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Katherine Heigl's top 10 nearest neighbors span actors, a beverage brand, a beauty brand, and a reality TV star — a mixed-subcategory cluster with no single dominant type and scores compressed into a narrow band from 0.91 to 0.89.

The shape is flat. Six of the ten neighbors are actors: Joe Mantegna (0.91), Jeffrey Dean Morgan (0.91), Chandler Riggs (0.90), Norman Reedus (0.90), Melissa McBride (0.89), and Michael Cudlitz (0.89) — all sharing Heigl's own subcategory. That said, the remaining four neighbors pull in noticeably different directions: Monster Energy (0.90) is a beverage brand, IPSY (0.90) is a beauty brand, and Duane Dog Chapman (0.89) is a reality TV star. Ozzy Osbourne (0.89) rounds out the ten as a musician. The presence of Monster Energy and IPSY at scores matching or exceeding several of the actor neighbors is the most structurally notable feature here — two consumer brands sitting at the same audience-shape distance as fellow actors.

The tight score range and mixed-subcategory composition together suggest an audience that is broadly distributed across mainstream entertainment consumption rather than concentrated around any single genre or celebrity type.

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": "katieheigl", "title": "Katherine Heigl", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "katieheigl", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "joemantegna", "title": "Joe Mantegna", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9062, "drivers": [ "N04", "O03", "A06", "O02", "A01" ] }, { "handle": "jdmorgan", "title": "Jeffrey Dean Morgan", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9051, "drivers": [ "N04", "O03", "A06", "O02", "A01" ] }, { "handle": "chandlerriggs", "title": "Chandler Riggs", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9029, "drivers": [ "N04", "O03", "O02", "M03", "A02" ] }, { "handle": "monsterenergy", "title": "Monster Energy", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9013, "drivers": [ "N04", "O03", "M03", "A02", "A01" ] }, { "handle": "ipsy", "title": "IPSY", "category": "Brands", "subcategory": "Beauty", "similarity": 0.897, "drivers": [ "N04", "O03", "A01", "A03", "M03" ] }, { "handle": "wwwbigbaldhead", "title": "Norman Reedus", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8954, "drivers": [ "N04", "O03", "A01", "J01", "O02" ] }, { "handle": "dogbountyhunter", "title": "Duane Dog Chapman", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8948, "drivers": [ "N04", "O03", "A06", "N01", "M03" ] }, { "handle": "mcbridemelissa", "title": "Melissa McBride", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8943, "drivers": [ "N04", "O03", "A01", "A02", "J01" ] }, { "handle": "cudlitz", "title": "Michael Cudlitz", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.891, "drivers": [ "N04", "O03", "A01", "O02", "J01" ] }, { "handle": "ozzyosbourne", "title": "Ozzy Osbourne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8895, "drivers": [ "N04", "O03", "O02", "A01", "M03" ] } ] }
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