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US Labor Department

Organizations
Government
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The US Labor Department's top 10 nearest neighbors span government agencies, news publishers, politicians, and international non-profits — with no single entity pulling far ahead of the rest. Scores run from 0.91 down to 0.88, a narrow band that reflects a flat audience shape rather than any concentrated overlap.

The two closest neighbors are fellow government entities: Department of State at 0.91 and United Nations at 0.90. But the cluster doesn't stay within government for long. CNN sits at 0.91 — nearly tied with State — and TIME at 0.89 rounds out a news-media thread that runs through the top 10 alongside the institutional one. Barbara Lee at 0.90 and Barack Obama at 0.89 represent the Politicians subcategory, while UNICEF at 0.89 and U.S. Treasury Department at 0.89 add non-profit and government weight respectively. Yahoo News at 0.88 and CNN International at 0.88 close out the set with more news-publisher presence.

Tallying the subcategories: four neighbors are News Publishers, three are Government, two are Politicians, and one is Non-Profit. No single subcategory dominates — the audience shape is genuinely mixed across institutional, political, and media-consumption patterns. The center entity's own subcategory (Government) accounts for only three of the ten neighbors, meaning the audience overlaps at least as strongly with news-media followers and politician audiences as it does with other government-agency audiences.

This flat, cross-kind distribution suggests the Labor Department's audience is defined less by a single institutional loyalty than by a broad orientation toward public affairs — policy, news, and political figures all drawing from the same pool.

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": "usdol", "title": "US Labor Department", "category": "Organizations", "subcategory": "Government", "resolved": "usdol", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "statedept", "title": "Department of State", "category": "Organizations", "subcategory": "Government", "similarity": 0.9121, "drivers": [ "G03", "A02", "G01", "F04", "E02" ] }, { "handle": "cnn", "title": "CNN", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9068, "drivers": [ "G03", "E02", "A02", "G01", "Q04" ] }, { "handle": "repbarbaralee", "title": "Barbara Lee", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9046, "drivers": [ "G03", "E02", "A02", "G01", "Q04" ] }, { "handle": "un", "title": "United Nations", "category": "Organizations", "subcategory": "Government", "similarity": 0.8984, "drivers": [ "G03", "A02", "G01", "I01", "E02" ] }, { "handle": "time", "title": "TIME", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8918, "drivers": [ "G03", "A02", "G01", "I01", "E02" ] }, { "handle": "barackobama", "title": "Barack Obama", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8878, "drivers": [ "G03", "A02", "E02", "G01", "Q04" ] }, { "handle": "unicef", "title": "UNICEF", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8857, "drivers": [ "G03", "A02", "G01", "I01", "E02" ] }, { "handle": "ustreasury", "title": "U.S. Treasury Department", "category": "Organizations", "subcategory": "Government", "similarity": 0.8851, "drivers": [ "G03", "A02", "G01", "Q04", "E02" ] }, { "handle": "yahoonews", "title": "Yahoo News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8841, "drivers": [ "G03", "A02", "E02", "Q04", "G01" ] }, { "handle": "cnni", "title": "CNN International", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8834, "drivers": [ "G03", "A02", "G01", "I01", "E02" ] } ] }
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