Colleen Ballinger's ten nearest neighbors span gaming brands, streamers, and musicians — with no fellow comedian appearing anywhere in the top 10. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.85 means the audiences look nearly identical in shape, regardless of what the entities actually do.
The shape is flat: scores run from Dr Disrespect at 0.85 down to Tana Mongeau at 0.81, a narrow band with no single dominant pull. Five of the ten neighbors are gaming-adjacent — Fortnite (0.82), Bethesda (0.82), Halo (0.81), Xbox Support (0.81), and tech personalities FaZe Nickmercs (0.81) alongside Dr Disrespect. Two are musicians: Panic! At The Disco (0.84) and Ninja (0.81). Gordon Ramsay (0.83) is the lone TV personality in the set.
The cross-kind pattern here is the defining feature. Colleen Ballinger's subcategory is Comedians, yet the top 10 is built almost entirely from gaming franchises, gaming-adjacent personalities, and musicians — categories that share no obvious thematic overlap with her work. That breadth, compressed into a tight similarity band, points to an audience whose shape is recognizable across a wide and eclectic range of online entertainment.