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Nature on PBS

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TV Shows
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Nature on PBS draws a neighbor set that spans podcasts, activism, politicians, and actors — with no single dominant pull and scores compressed into a narrow band from 0.83 down to 0.78.

The shape is flat: the top 10 neighbors sit within roughly five points of each other, and no one entity commands the cluster. Nova PBS leads at 0.83, the only other TV Show in the top 10, and Science Friday follows at 0.82 — both representing the science and public-media orbit one might expect. But the remaining eight neighbors are a cross-kind mix. March for Science (0.80), an Activism organization, and Amy McGrath (0.79), a Politician, sit nearly as close as those two. World Wildlife Fund (0.79) and Goodreads (0.79) follow, representing Environmental organizations and an Entertainment Platform respectively. Wait Wait Don't Tell Me (0.79), a Podcasts and Radio entry, and Randy Bryce (0.79), an Activist, round out the set alongside The West Wing Weekly (0.79) and Bradley Whitford (0.78). Tallying subcategories across the ten: one TV Show, one Podcasts and Radio, one Activism organization, one Environmental organization, one Entertainment Platform, one Podcasts and Radio (again), one Activist, one Podcasts and Radio (again), one Actor — the dominant subcategory is actually Podcasts and Radio (three entries), with no single kind owning the cluster.

The flat, cross-kind spread suggests an audience whose shape is defined less by any one content category than by a consistent underlying profile that cuts across public-media programming, civic engagement, and science advocacy simultaneously.

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": "pbsnature", "title": "Nature on PBS", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "pbsnature", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "novapbs", "title": "Nova Pbs", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8256, "drivers": [ "N03", "G03", "A02", "G01", "J04" ] }, { "handle": "scifri", "title": "Science Friday", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.8155, "drivers": [ "H01", "G03", "N03", "A02", "G01" ] }, { "handle": "marchforscience", "title": "March For Science", "category": "Organizations", "subcategory": "Activism", "similarity": 0.8021, "drivers": [ "G03", "A02", "N03", "G01", "H01" ] }, { "handle": "amymcgrathky", "title": "Amy McGrath", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.7913, "drivers": [ "N03", "A02", "G01", "G03", "J04" ] }, { "handle": "world_wildlife", "title": "World Wildlife Fund", "category": "Organizations", "subcategory": "Environmental", "similarity": 0.7894, "drivers": [ "N03", "G03", "A02", "G01", "E03" ] }, { "handle": "goodreads", "title": "Goodreads", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7887, "drivers": [ "N03", "A02", "G03", "G01", "P02" ] }, { "handle": "waitwait", "title": "Wait Wait Don't Tell Me", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.7872, "drivers": [ "G03", "A02", "G01", "H01", "N03" ] }, { "handle": "ironstache", "title": "Randy Bryce", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.7859, "drivers": [ "A02", "G03", "N03", "G01", "J04" ] }, { "handle": "westwingweekly", "title": "The West Wing Weekly", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.7853, "drivers": [ "N03", "A02", "G03", "G01", "H01" ] }, { "handle": "bradleywhitford", "title": "Bradley Whitford", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7848, "drivers": [ "A02", "G03", "G01", "N03", "H01" ] } ] }
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