Michael Barbaro Audience Graph • Social Signal

The top 10 neighbors for Michael Barbaro compress into a narrow band spanning just 0.99 to 0.99 — a flat cluster with no single dominant pull. The composition tells the real story: journalists and media-adjacent publications, wall to wall.

Seven of the ten neighbors carry the Journalists subcategory: Jay Rosen (0.99), Ben Smith (0.99), Rukmini Callimachi (0.99), Lauren Duca (0.99), Matthew Yglesias (0.99), Taylor Lorenz (0.99), and Rebecca Traister (0.99). The remaining three are media-industry publications: The Upshot (0.99), a News Publisher, and Nieman Lab (0.99) and Longreads (0.99), both Websites oriented toward journalism craft and long-form writing. No non-media brands, no entertainers, no activists appear in the top 10 — the cluster is almost entirely journalists and the outlets that cover the journalism industry itself.

The scores are strikingly compressed: the gap between the top neighbor (The Upshot at 0.9933) and the tenth (Rebecca Traister at 0.9856) is less than eight hundredths of a point. That tight band, combined with the subcategory uniformity, signals an audience defined almost entirely by professional and enthusiast engagement with journalism — a shape that mirrors the center entity's own kind with unusual consistency.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/mikiebarb

{ "handle": "mikiebarb", "title": "Michael Barbaro", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "mikiebarb", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "upshotnyt", "title": "The Upshot", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9933, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "niemanlab", "title": "Nieman Lab", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9917, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "jayrosen_nyu", "title": "Jay Rosen", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.99, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "benyt", "title": "Ben Smith", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9893, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "rcallimachi", "title": "Rukmini Callimachi", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.989, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "laurenduca", "title": "Lauren Duca", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9879, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "mattyglesias", "title": "Matthew Yglesias", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9879, "drivers": [ "A02", "G01", "G03", "I01", "A01" ] }, { "handle": "taylorlorenz", "title": "Taylor Lorenz", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9873, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "longreads", "title": "Longreads", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.987, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "rtraister", "title": "Rebecca Traister", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9856, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/mikiebarb

Michael Barbaro

Nearest neighbors by audience shape

Raw data