Share

Dr. David Samadi

Celebrities and Influencers
Professionals
Playground →Docs

Dr. David Samadi's ten nearest neighbors are TV personalities, journalists, and political figures — not other professionals. The top 10 cluster tightly between 0.94 and 0.96, the hallmark of a flat shape: no single neighbor dominates, and the band is narrow enough that the composition of the set matters more than any individual score.

TV personalities form the largest subcategory block, with Greg Gutfeld (0.96), Tucker Carlson (0.96), Jesse Watters (0.95), and Kennedy (0.95) all placing in the top seven. Journalists account for two more slots — Katie Pavlich (0.96) and Andrea Tantaros (0.94) — while the remaining three positions go to a government official (Jenna Ellis, 0.95), a podcaster (Mark R. Levin, 0.95), and a politician (Mike Pompeo, 0.94). James Woods (0.94), the lone actor in the set, rounds out the ten. No other Professionals appear in the top 10, meaning the audience shape here is defined almost entirely by conservative media and political figures rather than by the center entity's own professional category.

The flat, tightly-banded structure suggests an audience whose composition is shaped by a specific media ecosystem rather than by any single anchor figure within it.

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": "drdavidsamadi", "title": "Dr. David Samadi", "category": "Celebrities and Influencers", "subcategory": "Professionals", "resolved": "drdavidsamadi", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "greggutfeld", "title": "Greg Gutfeld", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9613, "drivers": [ "K02", "J05", "J02", "Q01", "I01" ] }, { "handle": "tuckercarlson", "title": "Tucker Carlson", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9599, "drivers": [ "K02", "Q01", "J02", "J05", "I01" ] }, { "handle": "katiepavlich", "title": "Katie Pavlich", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9585, "drivers": [ "K02", "J02", "Q01", "J05", "I01" ] }, { "handle": "jennaellisesq", "title": "Jenna Ellis", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9511, "drivers": [ "K02", "K01", "Q01", "I01", "J05" ] }, { "handle": "jessebwatters", "title": "Jesse Watters", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9498, "drivers": [ "K02", "J05", "Q01", "J02", "K01" ] }, { "handle": "marklevinshow", "title": "Mark R. Levin", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9475, "drivers": [ "K02", "Q01", "J05", "I01", "P03" ] }, { "handle": "kennedynation", "title": "Kennedy", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9463, "drivers": [ "K02", "Q01", "P03", "I01", "J02" ] }, { "handle": "andreatantaros", "title": "Andrea Tantaros", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9447, "drivers": [ "K02", "J02", "J05", "Q01", "I01" ] }, { "handle": "mikepompeo", "title": "Mike Pompeo", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9436, "drivers": [ "K02", "Q01", "I01", "K01", "J05" ] }, { "handle": "realjameswoods", "title": "James Woods", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9434, "drivers": [ "K02", "Q01", "I01", "P03", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: