Share

Toni Braxton

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Toni Braxton's top 10 neighbors are a dense mix of musicians and actors, with scores compressed into a narrow band from 0.998 down to 0.996 — no single neighbor pulls away from the pack.

The shape is flat: Meagan Good (0.998) and Brandy (0.998) sit at the top, followed immediately by Tamar Braxton (0.9975), Tisha Campbell (0.9973), and Jermaine Dupri (0.997). Tallying the subcategories across the top 10: six are Musicians and Bands — Brandy, Tamar Braxton, Jermaine Dupri, EVE, Faith Evans, and Mýa — and four are Actors: Meagan Good, Tisha Campbell, Chilli (0.9962), and Lauren London (0.9961). No other subcategory appears in the top 10. The split is roughly even, meaning the audience shape is defined jointly by R&B-era musicians and actors rather than by either kind alone — a cross-subcategory cluster with no dominant pole.

This even musician-actor composition, with scores tightly grouped across all ten neighbors, points to an audience that moves fluidly across both entertainment lanes rather than anchoring to one.

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": "tonibraxton", "title": "Toni Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "tonibraxton", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "meagangood", "title": "Meagan Good", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.998, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "4everbrandy", "title": "Brandy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.998, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "tamarbraxtonher", "title": "Tamar Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9975, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tishacampbell", "title": "Tisha Campbell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9973, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "jermainedupri", "title": "Jermaine Dupri", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.997, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9969, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "faithevans", "title": "Faith Evans", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9967, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "myaplanet9", "title": "Mýa", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9963, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "officialchilli", "title": "Chilli", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9962, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "laurenlondon", "title": "Lauren London", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9961, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: