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The top 10 neighbors for Nature span five distinct subcategories — no single kind dominates — which is the defining feature of a broad audience shape.

Similarity here measures how closely two entities' audiences resemble each other in composition. Nature's nearest neighbors range from 0.98 down to 0.92, a tight band with no single outlier pulling far ahead. The top three are all science-publishing properties: Nature News & Comment at 0.98, Science Magazine at 0.96, and Nature Communications at 0.95. Two more Nature-family titles follow — Nature Biotechnology at 0.94 and Nature Medicine at 0.94 — making five of the top six neighbors either fellow magazines or science-publishing websites. That core is expected. What's more telling is what surrounds it.

Position six is the National Science Foundation, a research organization at 0.93, and position seven is Scientific American at 0.93, a fellow magazine. Then the set opens up: WIRED Science at 0.93, science journalist Ed Yong — the lone author in the top 10 — at 0.92, and Quanta Magazine, a website, at 0.92. The subcategory tally across all ten: four magazines (Science Magazine, Nature Biotechnology, Nature Medicine, Scientific American, WIRED Science — actually five), two websites (Nature Communications, Quanta Magazine), one news publisher (Nature News & Comment), one research organization (NSF), and one author (Ed Yong). Five of the ten share Nature's own subcategory of Magazines; the other five are spread across four different subcategories.

That distribution — majority same-kind, but with meaningful cross-kind presence from a research org, a science journalist, and digital-native science outlets — reflects an audience that is anchored in academic and professional science publishing but extends into science communication more broadly.

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": "nature", "title": "Nature", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "nature", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "naturenews", "title": "Nature News & Comment", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9751, "drivers": [ "G03", "H04", "A02", "G01", "H02" ] }, { "handle": "sciencemagazine", "title": "Science Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9644, "drivers": [ "G03", "H04", "A02", "G01", "H02" ] }, { "handle": "naturecomms", "title": "Nature Communications", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9528, "drivers": [ "H04", "G03", "A02", "G01", "H02" ] }, { "handle": "naturebiotech", "title": "Nature Biotechnology", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9445, "drivers": [ "G03", "A02", "H04", "G01", "A03" ] }, { "handle": "naturemedicine", "title": "Nature Medicine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9428, "drivers": [ "G03", "A02", "G01", "H02", "H04" ] }, { "handle": "nsf", "title": "National Science Foundation", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.9309, "drivers": [ "H04", "G03", "A02", "H02", "G01" ] }, { "handle": "sciam", "title": "Scientific American", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9298, "drivers": [ "G03", "A02", "G01", "H04", "H02" ] }, { "handle": "wiredscience", "title": "WIRED Science", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9268, "drivers": [ "G03", "A02", "G01", "H02", "H04" ] }, { "handle": "edyong209", "title": "Ed Yong", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9233, "drivers": [ "G03", "A02", "G01", "H02", "H04" ] }, { "handle": "quantamagazine", "title": "Quanta Magazine", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9204, "drivers": [ "G03", "A02", "G01", "H04", "G02" ] } ] }
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