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Nelly

Celebrities and Influencers
Musicians and Bands
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Nelly's top 10 nearest neighbors are almost entirely fellow musicians, with scores packed into a narrow band from 0.9769 to 0.9833 — the defining signature of a flat-shape audience. Similarity here measures how closely two entities' audiences resemble each other in composition; the tight clustering means no single neighbor stands out as a dominant pull.

Eight of the ten neighbors are Musicians and Bands: T.I. (0.98), Waka Flocka (0.98), Usher (0.98), Birdman (0.98), Ludacris (0.98), B.o.B (0.98), Soulja Boy (0.98), and 2 Chainz (0.98). The two departures from that pattern are Nick Cannon (TV Personalities, 0.98) and BET Music (TV Channels, 0.98) — both sitting at scores indistinguishable from the musician cluster. The presence of a music-focused TV channel and a multi-platform TV personality alongside the musicians suggests the audience shape extends slightly beyond pure music fandom into adjacent hip-hop media consumption, but neither entry breaks the overall same-kind character of the set.

The flat distribution across these ten neighbors points to an audience with a consistent, genre-defined profile rather than one pulled in competing directions.

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": "nelly_mo", "title": "Nelly", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "nelly_mo", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tip", "title": "T.I.", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9833, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "nickcannon", "title": "Nick Cannon", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9832, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "wakaflocka", "title": "Waka Flocka", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9832, "drivers": [ "O04", "Q02", "N03", "Q08", "Q04" ] }, { "handle": "usher", "title": "Usher", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9832, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "birdman5star", "title": "Birdman", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9823, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "ludacris", "title": "Ludacris", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9805, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "bobatl", "title": "B.o.B", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9793, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] }, { "handle": "souljaboy", "title": "Soulja Boy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9769, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "betmusic", "title": "BET Music", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9769, "drivers": [ "O04", "Q02", "Q08", "Q04", "N03" ] }, { "handle": "2chainz", "title": "2 Chainz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9769, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] } ] }
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