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Rihanna

Celebrities and Influencers
Musicians and Bands
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Rihanna's top 10 nearest neighbors are almost entirely fellow musicians — nine of the ten share her subcategory of Musicians and Bands, with Jaden Smith (0.97) the sole exception, classified as an Actor. The scores span a narrow band from 0.98 down to 0.96, which is the defining feature of a flat shape: no single neighbor pulls dramatically ahead of the rest.

Drake sits at the top at 0.98, followed closely by Will.i.am (0.98), Cardi B (0.98), Alicia Keys (0.97), and Nicki Minaj (0.97). Kendrick Lamar (0.97) and Mariah Carey (0.97) round out the core musician cluster. The range across all ten is only about 0.02 — from Drake's 0.98 to J. Cole (0.97) and AKON (0.96) at the lower end — confirming that no single neighbor dominates and no clear outlier disrupts the set. The one non-musician in the group, Jaden Smith, sits mid-cluster at 0.97, indistinguishable in score from several of the musicians around him.

What the flat shape reveals here is an audience that maps tightly onto a specific corner of the music landscape — one where the neighbors are nearly interchangeable in audience composition — rather than an audience that bridges distinct communities.

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": "rihanna", "title": "Rihanna", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "rihanna", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "drake", "title": "Drake", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9817, "drivers": [ "O04", "N03", "Q02", "Q08", "Q04" ] }, { "handle": "iamwill", "title": "Will.i.am", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.976, "drivers": [ "N03", "O04", "Q02", "Q04", "Q08" ] }, { "handle": "iamcardib", "title": "Cardi B", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9753, "drivers": [ "O04", "Q02", "Q08", "Q04", "N03" ] }, { "handle": "aliciakeys", "title": "Alicia Keys", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9704, "drivers": [ "N03", "O04", "Q02", "Q04", "Q08" ] }, { "handle": "nickiminaj", "title": "Nicki Minaj", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.968, "drivers": [ "O04", "N03", "Q02", "Q08", "Q04" ] }, { "handle": "kendricklamar", "title": "Kendrick Lamar", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9676, "drivers": [ "O04", "N03", "Q02", "Q04", "Q08" ] }, { "handle": "jaden", "title": "Jaden Smith", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9675, "drivers": [ "N03", "O04", "Q04", "Q02", "Q08" ] }, { "handle": "mariahcarey", "title": "Mariah Carey", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9668, "drivers": [ "N03", "O04", "Q02", "Q04", "Q08" ] }, { "handle": "jcolenc", "title": "J. Cole", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9655, "drivers": [ "N03", "O04", "Q02", "Q04", "Q08" ] }, { "handle": "akon", "title": "AKON", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.964, "drivers": [ "O04", "N03", "Q02", "Q08", "Q04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: