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March For Our Lives

Organizations
Activism
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The top 10 neighbors for March For Our Lives span journalists, activists, politicians, comedians, and a TV show — a mixed cluster with no single subcategory dominating and scores compressed tightly between 0.97 and 0.97.

The shape is flat: the highest-scoring neighbor, David Hogg (0.98), sits only 0.013 above the tenth-place neighbor, Daniel Dale (0.97). That narrow band is the defining structural fact. Tallying the top 10 by subcategory: Journalists account for three entries — Steve Kornacki (0.98), Jake Tapper (0.97), and Daniel Dale (0.97). Activists account for two — David Hogg and Cameron Kasky (0.97). The remaining five slots go to a Comedian (Sarah Cooper, 0.98), an Activism organization (Everytown, 0.97), a Politician (Robert Reich, 0.97), a TV Show (The Late Show, 0.97), and a Government Official (Doug Emhoff, 0.97).

That cross-kind spread — journalists and late-night TV sitting alongside fellow activists and gun-safety organizations — indicates the audience is shaped less by a single community than by a broad, politically engaged media ecosystem. The two fellow Activism-subcategory entries in the top 10 are Everytown and, outside the top 10, the wider graph will show more; within these ten, the audience overlaps as strongly with cable news journalists as with peer advocacy organizations.

This flat, cross-kind pattern points to an audience that moves fluidly across political journalism, advocacy, and commentary rather than clustering tightly around any one type of account.

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": "amarch4ourlives", "title": "March For Our Lives", "category": "Organizations", "subcategory": "Activism", "resolved": "amarch4ourlives", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "davidhogg111", "title": "David Hogg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9819, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "stevekornacki", "title": "Steve Kornacki", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9796, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "sarahcpr", "title": "Sarah Cooper", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9789, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "cameron_kasky", "title": "Cameron Kasky", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9749, "drivers": [ "A02", "G01", "G03", "J04", "A01" ] }, { "handle": "jaketapper", "title": "Jake Tapper", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9741, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "everytown", "title": "Everytown", "category": "Organizations", "subcategory": "Activism", "similarity": 0.9739, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "rbreich", "title": "Robert Reich", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9698, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "colbertlateshow", "title": "The Late Show", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9698, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "douglasemhoff", "title": "Doug Emhoff", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9693, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "ddale8", "title": "Daniel Dale", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9687, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] } ] }
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