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Tamar Braxton

Celebrities and Influencers
Musicians and Bands
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The top 10 neighbors form a tight cluster of musicians and actors — seven Musicians and Bands alongside three Actors, all compressed into a similarity band spanning just 0.9954 to 0.9975. Similarity here measures how closely two entities' audiences resemble each other in composition; the narrow range means no single neighbor pulls meaningfully ahead of the rest.

The musician side is led by Toni Braxton (0.9975) and Brandy (0.9974), followed closely by EVE and Jermaine Dupri (both 0.9962), Faith Evans (0.9960), Chilli (0.9959), and Fantasia (0.9956) — all sharing Tamar Braxton's subcategory. The three actors in the set, Meagan Good (0.9964), Tisha Campbell (0.9960), and Tia Mowry (0.9954), sit interspersed throughout rather than clustering at the bottom, which means the audience shape doesn't cleanly separate by kind. No comedians, reality TV stars, or TV personalities appear in the top 10.

The flat shape and compressed scores point to an audience that is broadly shared across a specific entertainment ecosystem — one where musicians and actors draw from the same pool of followers with nearly identical composition.

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": "tamarbraxtonher", "title": "Tamar Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "tamarbraxtonher", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tonibraxton", "title": "Toni Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9975, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "4everbrandy", "title": "Brandy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9974, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "meagangood", "title": "Meagan Good", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9964, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9962, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "jermainedupri", "title": "Jermaine Dupri", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9962, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "faithevans", "title": "Faith Evans", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.996, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tishacampbell", "title": "Tisha Campbell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.996, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "officialchilli", "title": "Chilli", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9959, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tasiasword", "title": "Fantasia", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9956, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tiamowry", "title": "Tia Mowry", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9954, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: