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The ReidOut

Marketing Channels
TV Shows
Playground →Docs

The ReidOut's top 10 neighbors form a tight, undifferentiated cluster — no single entity pulls away from the pack, and the scores compress into a narrow band from 0.96 down to 0.92.

The shape is flat, meaning the audience composition is consistent across all ten neighbors rather than concentrated around one or two poles. Tallying the subcategories: four neighbors are TV Shows (The Last Word at 0.96, Joy Reid Show at 0.96, All In with Chris Hayes at 0.92), two are TV Personalities (Chris Matthews at 0.94, Lawrence O'Donnell at 0.93), three are Journalists (Eugene Robinson at 0.94, Joy Reid at 0.94, Jonathan Capehart at 0.93), and one is a Government Official (Karine Jean-Pierre at 0.92). The dominant subcategories — TV Shows, TV Personalities, and Journalists — are all variants of the same media-and-commentary ecosystem, with no cross-kind surprises in the top 10. The center entity's own subcategory, TV Shows, is well-represented, meaning the audience looks largely like its own kind. The one outlier by subcategory is Karine Jean-Pierre, a Government Official, whose presence at 0.92 suggests the audience extends slightly into political-figure territory without departing from the core media cluster.

The flat shape and tight score range together indicate an audience defined by a single, coherent media niche — cable news commentary — with little structural tension or bridging to outside categories.

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": "thereidout", "title": "The ReidOut", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "thereidout", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "thelastword", "title": "The Last Word", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9629, "drivers": [ "E02", "K02", "J02", "Q04", "A02" ] }, { "handle": "amjoyshow", "title": "Joy Reid Show", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.955, "drivers": [ "E02", "Q04", "Q02", "K02", "J02" ] }, { "handle": "hardballchris", "title": "Chris Matthews", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9404, "drivers": [ "J02", "E02", "A02", "Q04", "K02" ] }, { "handle": "eugene_robinson", "title": "Eugene Robinson", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9398, "drivers": [ "E02", "J02", "A02", "J04", "Q04" ] }, { "handle": "joyannreid", "title": "Joy Reid", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9354, "drivers": [ "E02", "Q04", "A02", "G01", "Q02" ] }, { "handle": "capehartj", "title": "Jonathan Capehart", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9281, "drivers": [ "E02", "A02", "Q04", "G01", "J02" ] }, { "handle": "lawrence", "title": "Lawrence O'Donnell", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9263, "drivers": [ "E02", "J02", "A02", "K02", "J04" ] }, { "handle": "allinwithchris", "title": "All In with Chris Hayes", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9249, "drivers": [ "J02", "K02", "E02", "A02", "J04" ] }, { "handle": "k_jeanpierre", "title": "Karine Jean-Pierre", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.921, "drivers": [ "E02", "A02", "Q04", "G01", "G03" ] }, { "handle": "staceyplaskett", "title": "Rep. Stacey Plaskett", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9151, "drivers": [ "E02", "Q04", "A02", "G01", "G03" ] } ] }
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