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Tammy Duckworth

Celebrities and Influencers
Politicians
Playground →Docs

The top 10 neighbors for Tammy Duckworth span journalists, politicians, comedians, actors, a musician, and an author — with no single entity pulling far ahead of the rest. The shape is flat: scores run from Dick Durbin at 0.97 down to Charles P. Pierce at 0.95, a band of just 0.03 across all ten positions.

Tallying the subcategories: four of the ten neighbors are Journalists (Kyle Griffin at 0.96, Jake Tapper at 0.96, Charles P. Pierce at 0.95, Chris Hayes at 0.95), two are Politicians (Dick Durbin at 0.97, Rep. Katie Porter at 0.96), and the remaining four are drawn from four entirely different subcategories: Musicians and Bands (Mikel Jollett, 0.96), Authors (Jared Yates Sexton, 0.96), Actors (Julia Louis-Dreyfus, 0.96), and Professionals (Chelsea Clinton, 0.95). Journalists are the plurality, but no single subcategory dominates — the cluster is genuinely mixed. Notably, only two of the ten neighbors share Duckworth's own subcategory of Politicians; the audience shape is defined at least as much by political journalists and commentary-adjacent figures as by elected officials themselves.

The flat, cross-kind composition suggests an audience that moves fluidly across political news, political commentary, and politically engaged entertainment rather than tracking a single type of source.

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": "senduckworth", "title": "Tammy Duckworth", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "senduckworth", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "senatordurbin", "title": "Dick Durbin", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9662, "drivers": [ "G01", "A02", "G03", "H02", "J04" ] }, { "handle": "kylegriffin1", "title": "Kyle Griffin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9646, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "repkatieporter", "title": "Rep. Katie Porter", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9566, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "mikel_jollett", "title": "Mikel Jollett", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9553, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "jysexton", "title": "Jared Yates Sexton", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9553, "drivers": [ "G01", "A02", "G03", "H02", "J04" ] }, { "handle": "jaketapper", "title": "Jake Tapper", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9553, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "officialjld", "title": "Julia Louis-Dreyfus", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9551, "drivers": [ "G01", "A02", "G03", "H02", "J04" ] }, { "handle": "chelseaclinton", "title": "Chelsea Clinton", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9539, "drivers": [ "A02", "G01", "G03", "J04", "H02" ] }, { "handle": "stephenathome", "title": "Stephen Colbert", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9536, "drivers": [ "G01", "A02", "G03", "H02", "J04" ] }, { "handle": "charlesppierce", "title": "Charles P. Pierce", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9533, "drivers": [ "A02", "G01", "G03", "J04", "H02" ] } ] }
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