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2K

Brands
Game Developers
Playground →Docs

The top 10 neighbors for 2K span musicians, fast food, a sports brand, a fictional character, athletes, TV shows, and a TV channel — with no single category dominating and scores compressed into a narrow band from 0.93 down to 0.89.

The shape is flat: Eminem leads at 0.93, followed closely by KFC at 0.93 and Baskin-Robbins at 0.92. These three alone span a musician, a fast-casual chain, and a restaurant brand — a cross-kind mix that sets the tone for the rest of the set. 2K Support (0.91, Video Game Franchises) is the only neighbor in the top 10 that shares a gaming-adjacent subcategory with 2K itself; the center entity's own subcategory, Game Developers, appears nowhere else in the top 10. P!nk (0.91) and Spalding (0.91) continue the cross-kind pattern — a musician and a sports brand. Thor (0.90, Fictional Characters), Blake Griffin (0.89, Athletes), Let's Make a Deal (0.89, TV Shows), and TNT Drama (0.89, TV Channels) round out the ten, adding a fictional character, an athlete, a game show, and a cable network. Tallying subcategories across the top 10: Musicians and Bands (2), Video Game Franchises (1), Fast Casual Dining (1), Restaurant (1), Sports (1), Fictional Characters (1), Athletes (1), TV Shows (1), TV Channels (1) — no subcategory holds more than two slots.

The flat, cross-kind composition of this neighbor set indicates that 2K's audience is shaped by broad mainstream consumption patterns rather than a tight gaming-community identity.

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": "2k", "title": "2K", "category": "Brands", "subcategory": "Game Developers", "resolved": "2k", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "eminem", "title": "Eminem", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9338, "drivers": [ "N03", "O04", "Q08", "Q02", "J02" ] }, { "handle": "kfc", "title": "KFC", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9296, "drivers": [ "N03", "O04", "Q02", "Q08", "J02" ] }, { "handle": "baskinrobbins", "title": "Baskin-Robbins", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9234, "drivers": [ "N03", "O04", "Q02", "Q08", "Q05" ] }, { "handle": "2ksupport", "title": "2K Support", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9144, "drivers": [ "N03", "O04", "Q02", "Q08", "Q05" ] }, { "handle": "pink", "title": "P!nk", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9135, "drivers": [ "N03", "O04", "Q08", "O03", "N04" ] }, { "handle": "spalding", "title": "Spalding", "category": "Brands", "subcategory": "Sports", "similarity": 0.9091, "drivers": [ "N03", "O04", "Q02", "Q05", "Q08" ] }, { "handle": "thorofficial", "title": "Thor", "category": "Miscellaneous", "subcategory": "Fictional Characters", "similarity": 0.8976, "drivers": [ "N03", "J02", "A02", "O03", "A01" ] }, { "handle": "blakegriffin23", "title": "Blake Griffin", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8949, "drivers": [ "N03", "O04", "Q02", "Q08", "Q05" ] }, { "handle": "letsmakeadeal", "title": "Let's Make a Deal", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8943, "drivers": [ "N03", "O04", "Q08", "Q05", "Q02" ] }, { "handle": "tntdrama", "title": "TNT Drama", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8933, "drivers": [ "N03", "Q02", "O04", "Q05", "Q08" ] } ] }
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