Share

Lil Durk

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Lil Durk's top 10 nearest neighbors are entirely Musicians and Bands — no other subcategory appears in the set — and they arrive in a tight band running from 0.9815 to 0.9886. That compressed range is the defining structural feature here: similarity scores this close together mean no single neighbor pulls ahead as a dominant anchor.

The shape is flat. Future (0.99) and 2 Chainz (0.99) sit at the top, separated from each other by just 0.0001, with Gucci Mane (0.99) and Soulja Boy (0.99) immediately behind. Jeezy (0.99), Yo Gotti (0.98), Bow Wow (0.98), DaBaby (0.98), Juicy J (0.98), and Quavo (0.98) complete the set. Every one of them shares Lil Durk's own subcategory. The audience shape here is same-kind throughout: this is a musician whose nearest audiences look like other musicians' audiences, with no cross-category signal breaking through in the top 10.

The uniformity of the neighbor set — ten Musicians and Bands, scores within a 0.007 window — points to an audience defined by a coherent genre cluster rather than any single adjacent figure.

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": "lildurk", "title": "Lil Durk", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "lildurk", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "1future", "title": "Future", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9886, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "2chainz", "title": "2 Chainz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9885, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "gucci1017", "title": "Gucci Mane", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9882, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "souljaboy", "title": "Soulja Boy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9879, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "jeezy", "title": "Jeezy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9864, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "yogotti", "title": "Yo Gotti", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9845, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "smoss", "title": "Bow Wow", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9841, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "dababydababy", "title": "DaBaby", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9824, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "therealjuicyj", "title": "Juicy J", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.982, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "quavostuntin", "title": "Quavo", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9815, "drivers": [ "O04", "Q02", "Q08", "Q05", "Q04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: