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Lawfare

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The top 10 neighbors for Lawfare are drawn almost entirely from a single subcategory: journalists. Nine of the ten closest audience matches — Susan Hennessey (0.99), Ashley Parker (0.99), Josh Dawsey (0.99), David Fahrenthold (0.99), Maggie Haberman (0.99), Jonathan Swan (0.99), Greg Sargent (0.99), Peter Baker (0.99), and David Frum (0.99) — are all classified as journalists. The lone exception is Ronald Klain (0.99), a government official.

The shape is flat: scores run from 0.9924 down to 0.9850 across all ten neighbors, a band of less than 0.008. No single neighbor dominates, and no neighbor falls meaningfully below the rest. The composition is what defines the cluster, not any hierarchy within it. Lawfare's own subcategory is Blogs; none of the top 10 neighbors share that subcategory, making this a fully cross-kind pattern — a blog whose nearest audience shapes belong almost entirely to individual political journalists and one government official, with no other blog or news publisher appearing in the top 10.

The tight, journalist-dominated cluster at near-perfect similarity scores indicates that Lawfare's audience is shaped by the same people who follow Washington-focused political reporters — a readership defined less by the blog format and more by an orientation toward political accountability coverage.

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": "lawfareblog", "title": "Lawfare", "category": "Marketing Channels", "subcategory": "Blogs", "resolved": "lawfareblog", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "susan_hennessey", "title": "Susan Hennessey", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9924, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "ashleyrparker", "title": "Ashley Parker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9886, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "jdawsey1", "title": "Josh Dawsey", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9866, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "fahrenthold", "title": "David Fahrenthold", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9864, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "maggienyt", "title": "Maggie Haberman", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9862, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "jonathanvswan", "title": "Jonathan Swan", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.986, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "theplumlinegs", "title": "Greg Sargent", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9856, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "peterbakernyt", "title": "Peter Baker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9852, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "davidfrum", "title": "David Frum", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9851, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "ronaldklain", "title": "Ronald Klain", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.985, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] } ] }
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