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Barneys New York

Brands
Department Stores
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The top 10 neighbors for Barneys New York span fashion media, fashion brands, and — notably — art institutions, with scores compressed tightly between 0.98 and 0.97, the hallmark of a flat shape.

W Magazine (0.98) and WWD (0.98) sit at the top, both Magazines subcategory, followed closely by Net-a-Porter (0.98) and Oscar de la Renta (0.98), both Fashion. STYLECASTER (0.98) and rag & bone (0.98) extend the cluster, with AP Fashion (0.97), The Business of Fashion (0.97), Fashionista.com (0.97), and T Magazine (0.97) rounding out the ten. By subcategory, the top 10 breaks down as four Magazines, three Websites, two Fashion brands, and one News Publisher — a mix of fashion editorial and fashion retail that tracks closely with the center entity's own space. No other Department Store appears in the top 10; Saks Fifth Avenue (0.95) is the lone fellow Department Store visible in the broader neighbor set, sitting outside the top 10. The absence of any art institution in the top 10 is also notable, given that museums like The Metropolitan Museum of Art and Guggenheim Museum appear at positions 26–27 in the wider data — suggesting that art-world adjacency is real but secondary to fashion media as the primary audience shape driver.

The flat structure here reflects an audience defined by a coherent fashion-and-media world rather than any single dominant pull.

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": "barneysny", "title": "Barneys New York", "category": "Brands", "subcategory": "Department Stores", "resolved": "barneysny", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "wmag", "title": "W Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.981, "drivers": [ "A02", "G01", "J02", "I01", "G03" ] }, { "handle": "netaporter", "title": "Net-a-Porter", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9801, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "wwd", "title": "WWD", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.978, "drivers": [ "A02", "G01", "I01", "J02", "G03" ] }, { "handle": "oscardelarenta", "title": "Oscar de la Renta", "category": "Brands", "subcategory": "Fashion", "similarity": 0.978, "drivers": [ "A02", "G01", "J02", "G03", "I01" ] }, { "handle": "stylecaster", "title": "STYLECASTER", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9765, "drivers": [ "A02", "G01", "I01", "J02", "G03" ] }, { "handle": "rag_bone", "title": "rag & bone", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9763, "drivers": [ "A02", "G01", "J02", "G03", "I01" ] }, { "handle": "ap_fashion", "title": "AP Fashion", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9743, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "bof", "title": "The Business of Fashion", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9719, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "fashionista_com", "title": "Fashionista.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9716, "drivers": [ "A02", "G01", "I01", "J02", "G03" ] }, { "handle": "tmagazine", "title": "T Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9712, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] } ] }
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