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BroadwayWorld

Marketing Channels
Websites
Playground →Docs

The top 10 neighbors form a tight cluster of theater media and New York cultural institutions, with scores compressed between 0.96 and 0.99 — the hallmark of a flat-shape audience with no single dominant pull.

Playbill (0.99) and Broadway.com (0.99) sit at the top, joined by TheaterMania (0.99) and The Tony Awards (0.98) — four entities whose audiences are shaped by the same theater-going world. Two of those neighbors share BroadwayWorld's own subcategory (Websites), and two are magazines, reflecting the range of formats that serve the same core audience. The cluster then extends into New York's broader cultural infrastructure: the New York Public Library (0.97), MoMA (0.97), the Metropolitan Museum of Art (0.97), and Playwrights Horizons (0.97) all appear, suggesting the audience overlaps substantially with museum-goers and arts institution followers. The Brian Lehrer Show (0.96) and Interview Magazine (0.96) round out the ten, adding a public-radio and arts-culture-magazine dimension to the mix.

The flat shape across these ten neighbors points to an audience defined less by a single adjacent entity than by a consistent cultural profile — one that spans theater media, visual arts institutions, and New York civic culture in roughly equal measure.

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": "broadwayworld", "title": "BroadwayWorld", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "broadwayworld", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "playbill", "title": "Playbill", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9915, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] }, { "handle": "broadwaycom", "title": "Broadway.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9875, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] }, { "handle": "theatermania", "title": "TheaterMania", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9866, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] }, { "handle": "thetonyawards", "title": "The Tony Awards", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9844, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] }, { "handle": "nypl", "title": "New York Public Library", "category": "Organizations", "subcategory": "Education", "similarity": 0.9726, "drivers": [ "I01", "A02", "G01", "G03", "Q01" ] }, { "handle": "museummodernart", "title": "MoMA The Museum of Modern Art", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9669, "drivers": [ "I01", "A02", "G01", "G03", "Q01" ] }, { "handle": "phnyc", "title": "Playwrights Horizons", "category": "Brands", "subcategory": "Other", "similarity": 0.9668, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] }, { "handle": "metmuseum", "title": "The Metropolitan Museum of Art", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9667, "drivers": [ "I01", "A02", "G01", "G03", "Q01" ] }, { "handle": "brianlehrer", "title": "The Brian Lehrer Show", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9607, "drivers": [ "I01", "A02", "G01", "G03", "Q01" ] }, { "handle": "interviewmag", "title": "Interview Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9576, "drivers": [ "I01", "A02", "G03", "G01", "Q01" ] } ] }
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