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Scott Gottlieb, MD

Celebrities and Influencers
Professionals
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The top 10 neighbors for Scott Gottlieb, MD span journalists, academics, fellow professionals, authors, and government officials — a mixed cluster with no single subcategory dominating and scores compressed tightly between 0.98 and 0.97.

The shape is flat: the gap between the highest-scoring neighbor, Ashish K. Jha (0.98), and the tenth, CDC Director (0.97), is less than two percentage points. That compression means no single neighbor pulls the audience in a distinct direction. Tallying the top 10 by subcategory: four are Professionals or Academics (Ashish K. Jha, Andy Slavitt, Eric Topol, Atul Gawande), two are Journalists (David Brooks, Bari Weiss), two are Authors (Thomas L. Friedman, Malcolm Gladwell), and two are Government Officials (Ronald Klain, CDC Director). The center entity's own subcategory — Professionals — accounts for three of the ten neighbors, making it the most represented single type, but not a majority. The cross-kind presence of authors and journalists at near-identical scores to health-adjacent professionals is the defining feature: this audience does not sort cleanly around a single domain.

Garry Kasparov at 0.97 is the most structurally unexpected entry — a Professionals subcategory neighbor with no apparent health or policy connection — reinforcing that the audience shape here is defined by something broader than subject matter.

The flat, mixed-subcategory cluster suggests an audience that follows credentialed, commentary-oriented voices across health, policy, and public affairs rather than tracking any one field exclusively.

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": "scottgottliebmd", "title": "Scott Gottlieb, MD", "category": "Celebrities and Influencers", "subcategory": "Professionals", "resolved": "scottgottliebmd", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ashishkjha", "title": "Ashish K. Jha", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.9837, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "aslavitt", "title": "Andy Slavitt", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9728, "drivers": [ "A02", "G01", "A01", "J01", "G03" ] }, { "handle": "erictopol", "title": "Eric Topol", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9726, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "nytdavidbrooks", "title": "David Brooks", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9717, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "ronaldklain", "title": "Ronald Klain", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.971, "drivers": [ "A02", "G01", "A01", "G03", "J01" ] }, { "handle": "tomfriedman", "title": "Thomas L. Friedman", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9709, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "gladwell", "title": "Malcolm Gladwell", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9704, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "atul_gawande", "title": "Atul Gawande", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.9683, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "kasparov63", "title": "Garry Kasparov", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9682, "drivers": [ "A02", "G01", "A01", "J01", "G03" ] }, { "handle": "cdcdirector", "title": "CDC Director", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9651, "drivers": [ "A02", "A01", "G01", "G03", "J01" ] } ] }
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