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Chelsea DeBoer

Celebrities and Influencers
Reality TV Stars
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The top 10 neighbors for Chelsea DeBoer split cleanly into two subcategories: fellow Reality TV Stars and Musicians and Bands — with no single neighbor pulling far ahead of the others.

Six of the ten are Reality TV Stars: Leah D. Messer (0.99), Catelynn Baltierra (0.98), Kailyn Lowry (0.97), Tyler Baltierra (0.97), Farrah Abraham (0.97), and Maci McKinney (0.97). All six scores sit within a tight 0.02-point band, which is the defining feature of a flat shape: no single neighbor dominates, and the differences between them are structurally minor.

The remaining four neighbors shift subcategory entirely. Jeff Dunham (0.95) is the lone Comedian in the top 10. Then come three Musicians and Bands: Kane Brown (0.95), Rascal Flatts (0.94), and Lady A (0.94) — all country acts. The presence of this music cluster alongside the reality TV core is the cross-kind finding here: the audience shape Chelsea DeBoer shares with country musicians is nearly as strong as what she shares with other reality TV personalities. The wider graph shows this country music overlap extends considerably further than position 10.

The overall picture is an audience that sits at the intersection of reality television and mainstream country music fandom, with no sharp boundary between the two.

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": "chelseahouska", "title": "Chelsea DeBoer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "chelseahouska", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "leahmesser", "title": "Leah D. Messer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.988, "drivers": [ "N04", "N03", "M03", "O01", "O03" ] }, { "handle": "catelynnlowell", "title": "Catelynn Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9838, "drivers": [ "N04", "N03", "O01", "O03", "M03" ] }, { "handle": "kaillowry", "title": "Kailyn Lowry", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9733, "drivers": [ "N03", "N04", "M03", "O03", "O01" ] }, { "handle": "tylerbaltierra", "title": "Tyler Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9728, "drivers": [ "N04", "O03", "O01", "O02", "N03" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9713, "drivers": [ "N03", "N04", "O01", "O03", "M03" ] }, { "handle": "macibookout", "title": "Maci McKinney", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9658, "drivers": [ "N04", "M03", "O01", "O02", "N01" ] }, { "handle": "jeffdunham", "title": "Jeff Dunham", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9508, "drivers": [ "N03", "N04", "O01", "O02", "O03" ] }, { "handle": "kanebrown", "title": "Kane Brown", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9487, "drivers": [ "N03", "N04", "M03", "N01", "M04" ] }, { "handle": "rascalflatts", "title": "Rascal Flatts", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9443, "drivers": [ "N04", "N01", "N03", "M03", "M04" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9401, "drivers": [ "N04", "N03", "N01", "M04", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: