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Big Sean

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Nine of Big Sean's ten nearest neighbors are fellow Musicians and Bands, with the lone exception being XXL Magazine (0.99), a hip-hop print and digital publication. The top 10 form a tight, same-kind cluster with scores spanning just 0.98 to 0.99 — the narrow band that defines a flat shape.

The musicians in the set read as a cross-generational hip-hop and R&B roster. Chris Brown sits at the top (0.99), followed closely by Ludacris (0.99), DJ Khaled (0.98), Meek Mill (0.98), 50 Cent (0.98), DJ Kam Bennett (0.98), Snoop Dogg (0.98), French Montana (0.98), and 2 Chainz (0.98). No single neighbor pulls away from the pack; the scores compress into a band less than three hundredths wide. The presence of XXL Magazine alongside nine musicians suggests the audience that follows Big Sean also tracks hip-hop media closely, not just individual artists.

This flat, same-kind structure points to an audience defined tightly by genre rather than by any single adjacent artist or crossover interest.

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": "bigsean", "title": "Big Sean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "bigsean", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "chrisbrown", "title": "Chris Brown", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9898, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "xxl", "title": "XXL Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9866, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "ludacris", "title": "Ludacris", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.986, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "djkhaled", "title": "DJ Khaled", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9828, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "meekmill", "title": "Meek Mill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9824, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "50cent", "title": "50 Cent", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9819, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "kameronbennett", "title": "DJ Kam Bennett", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9814, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "snoopdogg", "title": "Snoop Dogg", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9812, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] }, { "handle": "frenchmontana", "title": "French Montana", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9807, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "2chainz", "title": "2 Chainz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9796, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: