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Design Week

Marketing Channels
Magazines

Design Week's top 10 neighbors span magazines, websites, blogs, a news publisher, and a single author — with no single subcategory dominating enough to pull the cluster into a clear shape. Similarity here measures how closely two entities' audiences resemble each other in composition; scores across the top 10 range only from 0.94 down to 0.91, a narrow band that confirms the flat shape.

Behance leads at 0.94, the one website in the top 10 alongside four magazines: BuzzFeed Books (0.93), Ms. Magazine (0.92), Esquire (0.92), and Design Milk (0.92). Two blogs round out the mix — DesignObserver (0.92) and Designboom (0.90) — alongside Creative Review (0.92) and Print Magazine (0.91), both fellow magazines. The one cross-kind outlier is Dan Savage (0.91), an author, whose audience shape nonetheless lands squarely inside this cluster. Design-specific titles — Design Milk, DesignObserver, Creative Review, Print Magazine — share space with general-interest magazines and a food-and-culture website, suggesting the audience isn't defined by design interest alone but by a broader editorial media profile.

The flat distribution across subcategories points to an audience shaped by a general appetite for independent, text-forward publishing rather than by any single vertical.

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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": "design_week", "title": "Design Week", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "design_week", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "behance", "title": "Behance", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9353, "drivers": [ "G01", "G03", "I01", "A02", "E06" ] }, { "handle": "buzzfeedbooks", "title": "BuzzFeed Books", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9266, "drivers": [ "G03", "G01", "I01", "A02", "E06" ] }, { "handle": "msmagazine", "title": "Ms. Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9233, "drivers": [ "G03", "G01", "A02", "I01", "J04" ] }, { "handle": "esquire", "title": "Esquire", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9221, "drivers": [ "G01", "G03", "A02", "I01", "E06" ] }, { "handle": "designobserver", "title": "DesignObserver", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9211, "drivers": [ "G01", "G03", "A02", "I01", "E06" ] }, { "handle": "designmilk", "title": "Design Milk", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9194, "drivers": [ "G03", "G01", "I01", "A02", "H02" ] }, { "handle": "creativereview", "title": "Creative Review", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9178, "drivers": [ "G01", "G03", "A02", "I01", "E06" ] }, { "handle": "fakedansavage", "title": "Dan Savage", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9148, "drivers": [ "G03", "G01", "A02", "I01", "H02" ] }, { "handle": "vicenews", "title": "VICE News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9147, "drivers": [ "G03", "G01", "A02", "I01", "E06" ] }, { "handle": "printmag", "title": "Print Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9146, "drivers": [ "G03", "G01", "I01", "A02", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: