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Justice Democrats

Organizations
Political Groups
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The top 10 neighbors for Justice Democrats span five distinct subcategories — no single kind dominates, and the scores compress into a narrow band from 0.97 to 0.96 — a textbook flat shape with no standout anchor.

Tallying the subcategories across the top 10: Politicians (4), Podcasts and Radio (2), Magazines (2), Political Groups (1), and Websites (1). The two strongest scores, both at 0.97, belong to Democracy Now! (Podcasts and Radio) and Jacobin Magazine (Magazines) — neither is a Political Group, the same subcategory as Justice Democrats itself. The one fellow Political Group in the top 10 is Democratic Socialists of America at 0.97, the fourth-ranked neighbor. Politicians make up the largest single subcategory: Ayanna Pressley (0.97), Jamaal Bowman (0.97), Rashida Tlaib (0.96), and Rep. Ilhan Omar (0.96). Rounding out the set are The Appeal (Websites, 0.96) and Samuel Sinyangwe (Activists, 0.96), and Rep. Pramila Jayapal (Politicians, 0.96).

The mix — left-media outlets, progressive politicians, and a peer political organization — forms a coherent ideological cluster, but the flat score distribution means no single neighbor pulls the audience shape more than any other; the audience is defined by the whole constellation rather than any one gravitational center.

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": "justicedems", "title": "Justice Democrats", "category": "Organizations", "subcategory": "Political Groups", "resolved": "justicedems", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "democracynow", "title": "Democracy Now!", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9696, "drivers": [ "I01", "G03", "A02", "G01", "Q01" ] }, { "handle": "jacobinmag", "title": "Jacobin Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9696, "drivers": [ "G03", "I01", "A02", "G01", "Q01" ] }, { "handle": "ayannapressley", "title": "Ayanna Pressley", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9689, "drivers": [ "G03", "I01", "G01", "A02", "Q01" ] }, { "handle": "demsocialists", "title": "Democratic Socialists of America", "category": "Organizations", "subcategory": "Political Groups", "similarity": 0.9685, "drivers": [ "I01", "G03", "G01", "A02", "Q01" ] }, { "handle": "jamaalbowmanny", "title": "Jamaal Bowman", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9674, "drivers": [ "I01", "G03", "A02", "G01", "Q01" ] }, { "handle": "rashidatlaib", "title": "Rashida Tlaib", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9627, "drivers": [ "G03", "I01", "G01", "A02", "Q01" ] }, { "handle": "theappeal", "title": "The Appeal", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9607, "drivers": [ "G03", "I01", "A02", "G01", "Q01" ] }, { "handle": "samswey", "title": "Samuel Sinyangwe", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9601, "drivers": [ "G03", "I01", "G01", "A02", "Q01" ] }, { "handle": "ilhan", "title": "Rep. Ilhan Omar", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9595, "drivers": [ "I01", "G03", "G01", "Q01", "A02" ] }, { "handle": "repjayapal", "title": "Rep. Pramila Jayapal", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9591, "drivers": [ "G03", "I01", "G01", "A02", "Q01" ] } ] }
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