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Kimberly Klacik

Celebrities and Influencers
Politicians
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The top 10 neighbors for Kimberly Klacik span TV Personalities, Journalists, Politicians, a News Publisher, and an Education organization — a tightly mixed cluster with no single subcategory dominating and no standout score pulling away from the rest.

The shape is flat: scores run from 0.93 (Dana Loesch) down to 0.90 (Breitbart News), a range of just 0.03 across all ten positions. TV Personalities make up the largest single subcategory in the top 10, with Dana Loesch (0.93), Lisa Boothe (0.92), Charles V Payne (0.91), and Brian Kilmeade (0.90) all present. Journalists account for three slots: Michelle Malkin (0.92), Tammy Bruce (0.91), and Andy Ngô (0.90). Klacik's own subcategory — Politicians — appears once, in Sebastian Gorka DrG (0.91). The remaining two positions go to Burgess Owens (0.90), also a Politician, and Breitbart News (0.90), a News Publisher — the only non-Celebrities-and-Influencers entity in the top 10. The mix of TV Personalities and Journalists outnumbers fellow Politicians three-to-one within these ten neighbors, indicating that the audience shape aligns more closely with conservative media figures than with the Politicians subcategory alone.

The flat, compressed score distribution reflects an audience that is broadly shared across a dense network of right-leaning media and political figures rather than anchored to any single one.

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": "kimkbaltimore", "title": "Kimberly Klacik", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "kimkbaltimore", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "dloesch", "title": "Dana Loesch", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9296, "drivers": [ "K02", "I01", "Q01", "N03", "P03" ] }, { "handle": "lisamarieboothe", "title": "Lisa Boothe", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9234, "drivers": [ "K02", "Q01", "I01", "J05", "P03" ] }, { "handle": "michellemalkin", "title": "Michelle Malkin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9153, "drivers": [ "K02", "N03", "J05", "I01", "Q01" ] }, { "handle": "sebgorka", "title": "Sebastian Gorka DrG", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9114, "drivers": [ "K02", "N03", "J05", "I01", "Q01" ] }, { "handle": "cvpayne", "title": "Charles V Payne", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9076, "drivers": [ "K02", "I01", "Q01", "J05", "J02" ] }, { "handle": "heytammybruce", "title": "Tammy Bruce", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9054, "drivers": [ "K02", "J05", "N03", "Q01", "I01" ] }, { "handle": "mrandyngo", "title": "Andy Ngô", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9025, "drivers": [ "K02", "I01", "Q01", "J05", "N03" ] }, { "handle": "kilmeade", "title": "Brian Kilmeade", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9023, "drivers": [ "K02", "J05", "I01", "Q01", "N03" ] }, { "handle": "burgessowens", "title": "Burgess Owens", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.902, "drivers": [ "K02", "Q01", "I01", "J05", "E06" ] }, { "handle": "breitbartnews", "title": "Breitbart News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9014, "drivers": [ "K02", "J05", "Q01", "I01", "P03" ] } ] }
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