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Emmy Rossum

Celebrities and Influencers
Actors
Playground →Docs

Nine of Emmy Rossum's ten nearest neighbors are actors — and then there is Macklemore at 0.82, the lone Musicians and Bands entry in the set, sitting just below a wall of fellow performers.

The shape here is two-peak: a dense cluster of actors dominates the upper range, with Mark Ruffalo (0.88) and Ryan Gosling (0.87) at the top, followed closely by Chris Colfer (0.87), Darren Criss (0.85), and Cobie Smulders (0.84). Similarity here measures how much two entities' audiences resemble each other in composition — not whether the entities are thematically related. The remaining actor neighbors — Sarah Hyland (0.84), Jane Lynch (0.83), Max Greenfield (0.83), and Neil Patrick Harris (0.82) — hold the cluster tight. Macklemore's presence at 0.82 is the second peak: an audience neighborhood that overlaps with the actor cluster but arrives from a different subcategory entirely, suggesting the audience shape extends just beyond the acting world into at least one adjacent lane.

The overall picture is an audience defined almost entirely by its alignment with other actors, with a single but meaningful signal that the shape is not exclusively confined to that subcategory.

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": "emmyrossum", "title": "Emmy Rossum", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "emmyrossum", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "markruffalo", "title": "Mark Ruffalo", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8791, "drivers": [ "N03", "I01", "A02", "G01", "G03" ] }, { "handle": "ryangosling", "title": "Ryan Gosling", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8731, "drivers": [ "N03", "I01", "G03", "G01", "A02" ] }, { "handle": "chriscolfer", "title": "Chris Colfer", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8656, "drivers": [ "N03", "I01", "G03", "G01", "A02" ] }, { "handle": "darrencriss", "title": "Darren Criss", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8517, "drivers": [ "N03", "I01", "G03", "A02", "G01" ] }, { "handle": "cobiesmulders", "title": "Cobie Smulders", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8428, "drivers": [ "N03", "I01", "O04", "E06", "N01" ] }, { "handle": "sarah_hyland", "title": "Sarah Hyland", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8355, "drivers": [ "N03", "O04", "I01", "N02", "G01" ] }, { "handle": "janemarielynch", "title": "Jane Lynch", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8273, "drivers": [ "N03", "A02", "I01", "G01", "G03" ] }, { "handle": "iamgreenfield", "title": "Max Greenfield", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8258, "drivers": [ "N03", "G01", "A02", "I01", "G03" ] }, { "handle": "macklemore", "title": "Macklemore", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8206, "drivers": [ "N03", "H02", "I01", "G01", "G03" ] }, { "handle": "actuallynph", "title": "Neil Patrick Harris", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.82, "drivers": [ "N03", "I01", "G01", "A02", "G03" ] } ] }
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