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Heather Dubrow

Celebrities and Influencers
Reality TV Stars
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Two Reality TV Stars pull far ahead of every other neighbor in Heather Dubrow's top 10, creating a pronounced two-peak structure before the graph drops sharply into a mixed field. Tamra Judge scores 0.91 and Vicki Gunvalson scores 0.91 — both fellow Reality TV Stars — and no other neighbor comes within 0.17 of that pair. The remaining eight neighbors sit in a tight band between 0.74 and 0.71, and their subcategory composition is where the real story lies.

Of those eight, only one is a Reality TV Star: Caroline Manzo at 0.71. The rest span Actors (Sam Heughan, 0.74), TV Shows (Below Deck Med, 0.74; Outlander, 0.72; PUMP RULES, 0.72), and TV Personalities (Kat Timpf, 0.72; Megyn Kelly, 0.71). A single Journalist rounds out the set: Bret Baier at 0.71. The cross-kind reach into scripted drama — Heughan and Outlander both tie to the same show — suggests the audience that follows Dubrow also tracks prestige cable narrative content, not just unscripted fare. The TV Personalities cluster, anchored by Timpf and Kelly, adds a cable-news inflection that sits alongside the reality programming neighbors rather than replacing them.

The two-peak shape means this audience is structurally anchored to a specific corner of Bravo-adjacent reality television, with a secondary layer of cable TV consumption — drama and news — that broadens the footprint beyond the genre alone.

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": "heatherdubrow", "title": "Heather Dubrow", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "heatherdubrow", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "tamrajudgeoc", "title": "Tamra Judge", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9149, "drivers": [ "H04", "J02", "N03", "P03", "C05" ] }, { "handle": "vgunvalson", "title": "Vicki Gunvalson", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9104, "drivers": [ "N03", "H04", "P04", "P03", "C05" ] }, { "handle": "samheughan", "title": "Sam Heughan", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7407, "drivers": [ "N03", "H04", "P03", "P04", "Q08" ] }, { "handle": "belowdeckmedtv", "title": "Below Deck Med", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.736, "drivers": [ "N03", "J02", "K02", "H04", "P04" ] }, { "handle": "kattimpf", "title": "Kat Timpf", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7218, "drivers": [ "J02", "K02", "H04", "N03", "P03" ] }, { "handle": "outlander_starz", "title": "Outlander", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7194, "drivers": [ "N03", "H04", "P04", "P03", "C05" ] }, { "handle": "pumprules", "title": "PUMP RULES", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7175, "drivers": [ "H04", "J02", "P03", "P04", "K02" ] }, { "handle": "carolinemanzo", "title": "Caroline Manzo", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.714, "drivers": [ "H04", "C05", "N03", "P04", "J02" ] }, { "handle": "megynkelly", "title": "Megyn Kelly", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7062, "drivers": [ "J02", "N03", "K02", "P03", "P04" ] }, { "handle": "bretbaier", "title": "Bret Baier", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7056, "drivers": [ "N03", "J02", "K02", "P03", "H04" ] } ] }
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