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Stacey Abrams

Celebrities and Influencers
Politicians
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Five of Stacey Abrams's ten nearest neighbors by audience shape are journalists — Michael Harriot (0.98), Abby D. Phillip (0.98), Elie Mystal (0.98), Van Jones (0.97), and Charles M. Blow (0.97) — making this a cross-kind pattern: a politician whose audience composition most closely mirrors that of political journalists rather than fellow officeholders.

The shape is flat. Scores span just 0.011 across the full top 10, from 0.9734 to 0.9845, with no single neighbor pulling away from the pack. Beyond the journalists, the cluster fills in with civil-society organizations and activists: Fair Fight (0.98, Activism), Sherrilyn Ifill (0.98, Activists), the Equal Justice Initiative (0.98, Non-Profit), and the Southern Poverty Law Center (0.97, Non-Profit). Cory Booker (0.98) is the only fellow politician in the top 10. The dominant subcategory is Journalists (five of ten), followed by Non-Profit organizations (two), with Activism, Activists, and Politicians accounting for one each — a mix that sits closer to the civic-media and advocacy space than to the electoral-politics cluster one might expect.

The overall picture is an audience that moves fluidly across political journalism, civil rights organizations, and activist figures, with no sharp boundary between those neighborhoods.

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": "staceyabrams", "title": "Stacey Abrams", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "staceyabrams", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "michaelharriot", "title": "Michael Harriot", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9845, "drivers": [ "A02", "G03", "G01", "E02", "I01" ] }, { "handle": "abbydphillip", "title": "Abby D. Phillip", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9792, "drivers": [ "A02", "G03", "G01", "E02", "Q04" ] }, { "handle": "fairfightaction", "title": "Fair Fight", "category": "Organizations", "subcategory": "Activism", "similarity": 0.9787, "drivers": [ "A02", "G03", "G01", "I01", "E02" ] }, { "handle": "elienyc", "title": "Elie Mystal", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9779, "drivers": [ "A02", "G01", "G03", "E02", "I01" ] }, { "handle": "sifill_ldf", "title": "Sherrilyn Ifill", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9764, "drivers": [ "A02", "G03", "G01", "E02", "I01" ] }, { "handle": "eji_org", "title": "Equal Justice Initiative", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9761, "drivers": [ "A02", "G03", "G01", "E02", "I01" ] }, { "handle": "corybooker", "title": "Cory Booker", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.976, "drivers": [ "A02", "G03", "G01", "E02", "I01" ] }, { "handle": "vanjones68", "title": "Van Jones", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9748, "drivers": [ "A02", "G03", "G01", "E02", "Q04" ] }, { "handle": "charlesmblow", "title": "Charles M. Blow", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.974, "drivers": [ "A02", "G01", "G03", "E02", "I01" ] }, { "handle": "splcenter", "title": "Southern Poverty Law Center", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9734, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] } ] }
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