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Aaron Rupar

Celebrities and Influencers
Journalists
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The top 10 neighbors for Aaron Rupar span journalists, politicians, activists, a comedian, and a TV show — with no single subcategory dominating enough to pull the shape away from flat. Scores run from 0.99 down to 0.97, a band of roughly two percentage points across all ten positions.

Tallying the subcategories: four of the ten neighbors are Journalists — Daniel Dale (0.99), Paula Reid (0.98), Steve Kornacki (0.97), and Jake Tapper (0.97) — making that the plurality subcategory, but not a majority. Politicians account for two slots: Pete Buttigieg (0.98) and Rep. Katie Porter (0.98). Activists fill two more: Shannon Watts (0.98) and David Hogg (0.98). The remaining two are Sarah Cooper (0.98), a Comedian, and The Late Show (0.98), a TV Show — the only non-Celebrities-and-Influencers entity in the top 10. The cross-kind presence of a late-night TV program at 0.98 is the most structurally notable detail: an audience that overlaps this closely with a broadcast TV show is not purely a news-media audience.

The overall picture is a tightly clustered political-media ecosystem — journalists, politicians, and activists sharing nearly identical audience compositions — with a late-night entertainment signal woven in at the same level of similarity.

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": "atrupar", "title": "Aaron Rupar", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "atrupar", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ddale8", "title": "Daniel Dale", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9852, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "petebuttigieg", "title": "Pete Buttigieg", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9833, "drivers": [ "A02", "G01", "G03", "H02", "A01" ] }, { "handle": "sarahcpr", "title": "Sarah Cooper", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.983, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "shannonrwatts", "title": "Shannon Watts", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9809, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "paulareidcnn", "title": "Paula Reid", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9775, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "colbertlateshow", "title": "The Late Show", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9767, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "repkatieporter", "title": "Rep. Katie Porter", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9761, "drivers": [ "A02", "G01", "G03", "H02", "J01" ] }, { "handle": "davidhogg111", "title": "David Hogg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.975, "drivers": [ "A02", "G01", "G03", "J04", "H02" ] }, { "handle": "mollyjongfast", "title": "Molly Jong-Fast", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9748, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "claudiamconwayy", "title": "Claudia Conway", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9747, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] } ] }
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