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World Economic Forum

Organizations
Research Organizations
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The World Economic Forum's top 10 neighbors form a tight, mixed cluster — no single entity dominates, and the scores span only 0.98 to 0.97, a band narrow enough that the composition of the mix is the real finding.

Six of the ten neighbors are News Publishers: The Economist (0.98), Financial Times Best Of (0.98), Bloomberg Quicktake (0.98), Bloomberg (0.98), Bloomberg Businessweek (0.98), and Financial Times Breaking News (0.98). That concentration of financial and global-affairs publishers defines the cluster's core. The remaining four neighbors cross into different subcategories: Jack Dorsey (0.98) and Evan Williams (0.98) are Tech Personalities; TechCrunch (0.98) is a Website; and World Bank (0.98) is the only Non-Profit and the only fellow Organization in the top 10. No other Research Organization — the WEF's own subcategory — appears among the ten nearest neighbors.

The shape is flat: scores compress into a 0.004-point range with no standout pull, meaning the audience overlaps broadly and evenly across elite financial news, global institutional content, and tech-industry voices rather than clustering tightly around any single peer.

This pattern points to an audience that moves fluidly across financial journalism, institutional policy content, and tech leadership — a cross-kind profile with no single dominant neighbor.

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": "wef", "title": "World Economic Forum", "category": "Organizations", "subcategory": "Research Organizations", "resolved": "wef", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "theeconomist", "title": "The Economist", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9828, "drivers": [ "A02", "G01", "G03", "A01", "I01" ] }, { "handle": "ft", "title": "Financial Times Best Of", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9814, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "jack", "title": "Jack Dorsey", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9807, "drivers": [ "A02", "G01", "G03", "A06", "I01" ] }, { "handle": "quicktake", "title": "Bloomberg Quicktake", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9806, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "business", "title": "Bloomberg", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9802, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "bw", "title": "Bloomberg Businessweek", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.98, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] }, { "handle": "techcrunch", "title": "TechCrunch", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9799, "drivers": [ "A02", "G01", "G03", "A06", "I01" ] }, { "handle": "financialtimes", "title": "Financial Times Breaking News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9794, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] }, { "handle": "worldbank", "title": "World Bank", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9792, "drivers": [ "A02", "G03", "G01", "I01", "A06" ] }, { "handle": "businessinsider", "title": "Business Insider", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9785, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] } ] }
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