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Bandcamp's nearest audiences span music publications, independent record labels, comedians, activists, and progressive political organizations — with no single neighbor pulling far ahead of the rest.

The shape is flat: the top score belongs to SPIN at 0.91, followed closely by Rough Trade Records at 0.91 and Hannibal Buress at 0.90. The spread from first to tenth — Sub Pop Records at 0.88 — is less than four points, confirming no dominant neighbor. Within the top 10, the subcategory mix breaks down as follows: two Music brands (Rough Trade Records, Sub Pop Records), two Magazines (SPIN, Pitchfork), one Comedian (Hannibal Buress), one Non-Profit (GLAAD), one Activism organization (Black Lives Matter), one Website (Truthout), one Actor (Keegan-Michael Key), and one Politician (Rashida Tlaib). No other Entertainment Platform — Bandcamp's own subcategory — appears in the top 10.

The cross-kind character here is the real finding. Independent music labels and music-focused magazines account for four of the ten neighbors, which tracks with Bandcamp's category. But the remaining six are comedians, actors, activists, non-profits, and progressive politicians — a cluster that sits well outside the music industry. That combination defines the audience shape: independent music culture fused with a politically and socially engaged sensibility, distributed evenly enough that neither pole dominates.

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": "bandcamp", "title": "Bandcamp", "category": "Brands", "subcategory": "Entertainment Platforms", "resolved": "bandcamp", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "spin", "title": "SPIN", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9124, "drivers": [ "I01", "G01", "G03", "A02", "H02" ] }, { "handle": "roughtraderecs", "title": "Rough Trade Records", "category": "Brands", "subcategory": "Music", "similarity": 0.9111, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "hannibalburess", "title": "Hannibal Buress", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9015, "drivers": [ "I01", "G01", "G03", "A02", "H02" ] }, { "handle": "glaad", "title": "GLAAD", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8961, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "blklivesmatter", "title": "Black Lives Matter", "category": "Organizations", "subcategory": "Activism", "similarity": 0.8915, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "truthout", "title": "Truthout", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8913, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "pitchfork", "title": "Pitchfork", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8886, "drivers": [ "I01", "G01", "G03", "A02", "H02" ] }, { "handle": "keeganmkey", "title": "Keegan-Michael Key", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8879, "drivers": [ "I01", "G03", "G01", "H02", "A02" ] }, { "handle": "rashidatlaib", "title": "Rashida Tlaib", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8858, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "subpop", "title": "Sub Pop Records", "category": "Brands", "subcategory": "Music", "similarity": 0.8849, "drivers": [ "I01", "G03", "G01", "H02", "A02" ] } ] }
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