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DeMarcus Ware

Celebrities and Influencers
Athletes
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Two neighbors sit at the top of DeMarcus Ware's similarity graph separated by less than a point: Dez Bryant at 0.97 and the Dallas Cowboys at 0.97, forming a tight dual anchor that defines the shape as two-peak. Similarity here measures how closely two entities' audiences resemble each other in composition — not thematic overlap.

The top 10 is overwhelmingly athletes and Cowboys-adjacent. Eight of the ten neighbors carry the Athletes subcategory: Dez Bryant (0.97), DeMarco Murray (0.97), Cole Beasley (0.96), Emmitt Smith (0.96), Jason Witten (0.95), Dak Prescott (0.95), Michael Irvin (0.93), and Troy Aikman (0.91). The Dallas Cowboys (0.97) as a Sports Team and Blogging The Boys (0.94), a Cowboys-focused blog, round out the set. The two-peak shape reflects the near-identical pull of Bryant and the Cowboys franchise itself — the audience bridges a specific player and a specific team rather than spreading across the broader NFL landscape.

The tight clustering of former and current Cowboys players across nearly the full score range (0.91–0.97) signals an audience defined less by football generally than by one franchise in particular.

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": "demarcusware", "title": "DeMarcus Ware", "category": "Celebrities and Influencers", "subcategory": "Athletes", "resolved": "demarcusware", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "dezbryant", "title": "Dez Bryant", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9685, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "dallascowboys", "title": "Dallas Cowboys", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9677, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "demarcomurray", "title": "DeMarco Murray", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.965, "drivers": [ "P01", "P02", "P06", "P04", "P05" ] }, { "handle": "bease11", "title": "Cole Beasley", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9599, "drivers": [ "P02", "P01", "P06", "P04", "F02" ] }, { "handle": "emmittsmith22", "title": "Emmitt Smith", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.959, "drivers": [ "P02", "P01", "P06", "P04", "F02" ] }, { "handle": "jasonwitten", "title": "Jason Witten", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.953, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "dak", "title": "Dak Prescott", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.945, "drivers": [ "P02", "P06", "P01", "P04", "O04" ] }, { "handle": "bloggingtheboys", "title": "Blogging The Boys", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9406, "drivers": [ "P02", "P06", "P01", "P04", "F02" ] }, { "handle": "michaelirvin88", "title": "Michael Irvin", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9325, "drivers": [ "P06", "P02", "P01", "P04", "O04" ] }, { "handle": "troyaikman", "title": "Troy Aikman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9112, "drivers": [ "P01", "P06", "P02", "P04", "I01" ] } ] }
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