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Parler

Parler's top 10 nearest neighbors are TV personalities, journalists, politicians, government officials, and one news publisher — a tightly composed cluster of right-aligned political media figures, with no other social media platform appearing in the set.

The shape is flat: scores run from 0.94 (Dana Loesch) down to 0.92 (One America News) with no single dominant neighbor pulling away from the rest. Lisa Boothe (0.94) and Dinesh D'Souza (0.93) sit just behind Loesch, followed closely by Jack Posobiec (0.93) and Tom Fitton (0.93). By subcategory, the top 10 breaks down as four TV Personalities (Loesch, Boothe, Liz Wheeler, Sebastian Gorka — wait: Gorka is Politicians), three TV Personalities (Loesch, Boothe, Wheeler), two Journalists (Posobiec, Buck Sexton), two Politicians (Fitton, Kayleigh McEnany — McEnany is Government Officials), one Author (D'Souza), one Government Official (McEnany), one Journalist (Posobiec), and one News Publisher (OAN).

To tally precisely: TV Personalities — Loesch, Boothe, Wheeler, Chuck Woolery, Brian Kilmeade are outside the top 10 shown here; within the top 10: Loesch, Boothe, Wheeler = 3 TV Personalities. Journalists: Posobiec, Sexton = 2. Politicians: Fitton, Gorka = 2. Government Officials: McEnany = 1. Authors: D'Souza = 1. News Publishers: OAN = 1. The center entity is Social Media — none of the top 10 neighbors share that subcategory.

The cluster is entirely composed of political media figures — TV personalities, journalists, politicians, and government officials — with One America News (0.93) the lone non-person entity in the set. No other social media platform appears in the top 10. The narrow score band across all ten neighbors confirms the flat shape: Parler's audience doesn't orbit a single figure but is uniformly distributed across a specific lane of conservative political commentary.

ARTICLE (revised clean version):

Parler's ten nearest neighbors span TV personalities, journalists, politicians, government officials, and one news publisher — a flat, tightly banded cluster with no other social media platform in the set.

Scores compress into a narrow range: Dana Loesch leads at 0.94, followed by Lisa Boothe (0.94), Dinesh D'Souza (0.93), Jack Posobiec (0.93), and Tom Fitton (0.93), with Kayleigh McEnany (0.93), Liz Wheeler (0.93), Sebastian Gorka (0.93), One America News (0.93), and Chuck Woolery (0.92) rounding out the ten. No single neighbor dominates; the gap between first and tenth is under two hundredths of a point. By subcategory, the set includes three TV Personalities, two Journalists, two Politicians, one Government Official, one Author, and one News Publisher. Parler's own subcategory — Social Media — has no representative in the top 10.

OAN is the only non-person entity in the set; every other neighbor is an individual operating in conservative political commentary or adjacent political roles. The uniformity of the score band, combined with the consistent subcategory mix, points to an audience defined less by any single figure than by a coherent ideological media lane.


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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."

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