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Malala Yousafzai

Celebrities and Influencers
Activists
Playground →Docs

Malala Yousafzai's top 10 neighbors span activists, politicians, comedians, actors, authors, a technology brand, and a TV show — with no single entity pulling far ahead of the rest.

Similarity here measures how closely two entities' audiences resemble each other in composition. The shape is flat: scores run from 0.97 down to 0.96 across the full top 10, a band of less than one percentage point. Greta Thunberg leads at 0.97, the only other Activist in the top 10 alongside Malala's own subcategory. From there the neighbors immediately cross into other kinds: Andrew Yang (0.97) and Justin Trudeau (0.96) are Politicians; Lin-Manuel Miranda (0.96) is a Musician; John Oliver (0.96) is a Comedian; Kumail Nanjiani (0.96) is an Actor; Ed Yong (0.96) is an Author; Slack (0.96) is a Technology brand; Last Week Tonight (0.96) is a TV Show; and Atlas Obscura (0.96) is a Website. Only one of the ten shares Malala's Activist subcategory. The rest are drawn from six distinct subcategories across three different categories — Celebrities and Influencers, Brands, and Marketing Channels.

That cross-kind breadth, compressed into a narrow similarity band, describes an audience that doesn't cluster tightly around any single type of entity — it overlaps broadly with a cosmopolitan mix of politically engaged, media-literate, and culturally curious audiences.

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": "malala", "title": "Malala Yousafzai", "category": "Celebrities and Influencers", "subcategory": "Activists", "resolved": "malala", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "gretathunberg", "title": "Greta Thunberg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9689, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "andrewyang", "title": "Andrew Yang", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9655, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "lin_manuel", "title": "Lin-Manuel Miranda", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9636, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "iamjohnoliver", "title": "John Oliver", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9626, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "kumailn", "title": "Kumail Nanjiani", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9626, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "edyong209", "title": "Ed Yong", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.961, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "slackhq", "title": "Slack", "category": "Brands", "subcategory": "Technology", "similarity": 0.96, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "lastweektonight", "title": "Last Week Tonight", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9577, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "justintrudeau", "title": "Justin Trudeau", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.957, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "atlasobscura", "title": "Atlas Obscura", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9567, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: