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TikTok Creators

The top 10 neighbors for TikTok Creators span musicians, reality TV stars, a TV channel, and a fellow social media platform — no single subcategory dominates, and no neighbor pulls far ahead of the others. The scores run from 0.91 down to 0.90, a band of less than two percentage points across all ten.

The shape is flat. Iggy Azalea leads at 0.91, followed closely by Khloé Kardashian (0.91) and Black Eyed Peas (0.91). MTV sits at 0.91 as well, and OnlyFans — the one other Social Media entity in the top 10 — comes in at 0.90. Kris Jenner (0.90) and Kourtney Kardashian (0.90) round out the Reality TV Stars contingent, which accounts for three of the ten neighbors. Musicians and Bands make up four of the ten: Iggy Azalea, Black Eyed Peas, Mariah Carey (0.90), and Beats by Dre — though Beats by Dre is classified as Technology, not music. Apple Music (0.90) adds a Music brand to the mix. The subcategory tally: four Musicians and Bands, three Reality TV Stars, one TV Channel (MTV), one Social Media brand (OnlyFans), one Music brand (Apple Music), and one Technology brand (Beats by Dre).

The cross-kind composition here is the finding: TikTok Creators' nearest audiences are shaped by pop music celebrity and reality TV fame, not by other social platforms or creator-economy brands — with OnlyFans the lone Social Media neighbor in the top 10.

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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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