Joe Biden Audience Graph • Social Signal

Joe Biden's top 10 nearest neighbors span politicians, news publishers, comedians, and government officials — with no single entity pulling far ahead of the rest. Similarity here measures how closely two entities' audiences resemble each other in composition; the scores across the top 10 compress into a narrow band from 0.99 down to 0.95, the defining signature of a flat shape.

Kamala Harris sits at the top (0.99), the only fellow Politician in the top 10 alongside her. Below that, the cluster diversifies quickly. The Daily Show (0.98) and Last Week Tonight (0.95) represent TV Shows; The Associated Press (0.97), NPR Politics (0.96), and NPR (0.97) anchor a News Publishers and Podcasts and Radio contingent. Jill Biden (0.96) appears as a Government Official, while Trevor Noah (0.96) and Qasim Rashid (0.96) round out the set as a Comedian and an Author respectively. Yamiche Alcindor (0.96) adds a Journalist to the mix. The subcategory distribution — Politicians, News Publishers, TV Shows, Podcasts and Radio, Government Officials, Comedians, a Journalist, and an Author — reflects an audience that tracks political news across multiple formats and platforms rather than clustering tightly around any single content type.

The flat shape here signals an audience with broad, evenly distributed overlap across the political-media ecosystem, where no single neighbor or category dominates the others.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

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

{ "handle": "joebiden", "title": "Joe Biden", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "joebiden", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kamalaharris", "title": "Kamala Harris", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.986, "drivers": [ "A02", "G01", "G03", "H02", "N01" ] }, { "handle": "thedailyshow", "title": "The Daily Show", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9787, "drivers": [ "A02", "G01", "G03", "H02", "I01" ] }, { "handle": "ap", "title": "The Associated Press", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9697, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "npr", "title": "NPR", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9664, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "drbiden", "title": "Jill Biden", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9624, "drivers": [ "A02", "G01", "G03", "N01", "A01" ] }, { "handle": "trevornoah", "title": "Trevor Noah", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9605, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "nprpolitics", "title": "NPR Politics", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9596, "drivers": [ "A02", "G01", "G03", "H02", "J04" ] }, { "handle": "qasimrashid", "title": "Qasim Rashid", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9569, "drivers": [ "A02", "G03", "G01", "H02", "I01" ] }, { "handle": "yamiche", "title": "Yamiche Alcindor", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9566, "drivers": [ "A02", "G01", "G03", "J04", "A01" ] }, { "handle": "lastweektonight", "title": "Last Week Tonight", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9535, "drivers": [ "A02", "G01", "G03", "H02", "I01" ] } ] }

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

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

Joe Biden

Nearest neighbors by audience shape

Raw data