The top 10 neighbors for Bella Thorne span three distinct subcategories — Actors, Athletes, and Musicians and Bands — with no single type dominating and scores compressed into a narrow band from 0.97 down to 0.95.

Similarity here measures how closely two entities' audiences resemble each other in composition. The shape is flat: Jennette McCurdy leads at 0.97, followed by Miranda Cosgrove at 0.97 and Ashley Tisdale at 0.96 — all three Actors, the same subcategory as Bella Thorne herself. But the set doesn't stay within that lane. Bella Twins WWE (0.96) and Eva Marie (0.95) are Athletes, and Avril Lavigne (0.95) is a Musician and Band — as is Liam Payne at 0.95. Saraya-Jade Bevis (Paige) (0.95) is classified as a Reality TV Star, the only one in the top 10. Rounding out the set are Athletes Trish Stratus (0.95) and Musician Demi Lovato (0.95). Tallying the top 10: three Actors, four Athletes, two Musicians and Bands, and one Reality TV Star. The Athletes cluster is notably WWE-affiliated, which also surfaces in the wider neighbor set visible in the graph.

The flat shape and tight score range indicate an audience that overlaps broadly and evenly across early-2000s entertainment figures — no single neighbor pulls away, and no single subcategory owns the cluster.