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Lupe Fiasco

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Lupe Fiasco's top 10 neighbors form a tight, undifferentiated cluster — scores run from 0.98 down to 0.96 with no single dominant pull and no sharp drop-off. The composition tells the story: seven of the ten are fellow Musicians and Bands, with the remaining three split across a Music brand, a Website, and a TV Show.

The Musicians and Bands contingent includes Common (0.98), Nasir Jones (0.97), Joe Budden (0.97), John Legend (0.96), Solange Knowles (0.96), Charlamagne Tha God (0.96 — subcategory: TV Personalities), and QTip (0.96). The non-musician entries are Roc Nation (0.97, Music brand), AllHipHop.com (0.97, Website), and VERZUZ (0.96, TV Show). All three of those non-musician neighbors are hip-hop infrastructure — a label group, a news site, and a battle-format broadcast — which reinforces rather than diversifies the cluster's character. The one subcategory outlier, Charlamagne Tha God (TV Personalities), is embedded in the same media ecosystem.

What the flat shape reveals is an audience defined almost entirely by genre loyalty: the people who follow Lupe Fiasco look nearly identical to those who follow the broader canon of hip-hop artists and the media properties built around them.

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": "lupefiasco", "title": "Lupe Fiasco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "lupefiasco", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9767, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "rocnation", "title": "Roc Nation", "category": "Brands", "subcategory": "Music", "similarity": 0.9702, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "nas", "title": "Nasir Jones", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9699, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "joebudden", "title": "Joe Budden", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9661, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "allhiphopcom", "title": "AllHipHop.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9653, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "johnlegend", "title": "John Legend", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9641, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "verzuzonline", "title": "VERZUZ", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9639, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.962, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "cthagod", "title": "Charlamagne Tha God", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.962, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "qtiptheabstract", "title": "QTip", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9604, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: