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Roblox

Roblox's top 10 nearest neighbors span TV shows, MMA media, actors, musicians, magazines, and a fictional character — with no other Entertainment Platform appearing in the set.

The shape is flat: scores run from MMA Junkie at 0.82 down to Georges St-Pierre and Sylvester Stallone at 0.79, a narrow band with no single dominant pull. Tallying the subcategories across the top 10 reveals a genuinely mixed cluster. TV Shows account for three neighbors — Kardashians on E! (0.80), Marvel's Agents of S.H.I.E.L.D. (0.79), and Warner Bros. TV (0.79). Actors appear twice — Victoria Justice (0.79) and Sylvester Stallone (0.79). The remaining five positions are each a different subcategory: a Website (MMA Junkie), a Magazine (Playboy), a Fact Quote and Lyric Account (Fact), a Fictional Character (Thor), and an Athlete (Georges St-Pierre). MMA-adjacent content — MMA Junkie at 0.82 and Georges St-Pierre at 0.79 — is a notable thread running through the set alongside superhero and reality TV properties.

The flat, cross-kind spread suggests Roblox's audience is shaped by broad mainstream media consumption rather than alignment with any single content category.

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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

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