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Shams Charania

Celebrities and Influencers
Journalists
Playground →Docs

Marc Stein (0.90) and Zach Lowe (0.90) sit at near-identical heights atop Shams Charania's similarity graph — two distinct poles that together define the shape of this audience. The two-peak structure means the audience isn't anchored to a single neighbor; it bridges two closely matched clusters before tapering off.

The top five neighbors are dominated by fellow journalists: Marc Stein at 0.90, Zach Lowe at 0.90, and Adrian Wojnarowski at 0.89 form a tight core of NBA-beat journalists. Steve Kerr (0.87), an athlete, is the first non-journalist in the set. Then comes Chipotle Mexican Grill at 0.86 — a fast casual dining brand — which is the sharpest cross-kind signal in the top 10. Mina Kimes (0.84) returns the set to journalists, while positions seven and eight belong to Transport & Logistics (0.84) and FedEx (0.84), both in the Transport and Logistics subcategory — a pairing that reinforces the cross-kind pattern rather than dismissing it as noise. The Players' Tribune (0.84) and Yahoo Sports NBA (0.84) round out the ten as sports-adjacent media properties.

Tallying the top 10: five journalists, one athlete, two transport-and-logistics brands, and two sports media outlets. The journalist cluster is the clear majority, but the presence of two logistics brands at scores above 0.84 signals that this audience's shape extends well beyond sports media consumption.

The overall picture is an audience with a strong sports-journalism core that nonetheless overlaps, in measurable ways, with consumer and commercial brands that have nothing to do with basketball.

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": "shamscharania", "title": "Shams Charania", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "shamscharania", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "thesteinline", "title": "Marc Stein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8984, "drivers": [ "H02", "N01", "A06", "G01", "N04" ] }, { "handle": "zachlowe_nba", "title": "Zach Lowe", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8973, "drivers": [ "H02", "G01", "G03", "A01", "A06" ] }, { "handle": "wojespn", "title": "Adrian Wojnarowski", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8867, "drivers": [ "H04", "N01", "P02", "H02", "N02" ] }, { "handle": "stevekerr", "title": "Steve Kerr", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.868, "drivers": [ "G01", "H02", "A06", "J01", "G03" ] }, { "handle": "chipotle-mexican-grill", "title": "Chipotle Mexican Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8623, "drivers": [ "N01", "H04", "N02", "M01", "G01" ] }, { "handle": "minakimes", "title": "Mina Kimes", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8445, "drivers": [ "H02", "H04", "N01", "G01", "N02" ] }, { "handle": "transport-and-logistics", "title": "Transport & Logistics", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.8426, "drivers": [ "G01", "A06", "N01", "G03", "N02" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.8412, "drivers": [ "G01", "G03", "A06", "H02", "N01" ] }, { "handle": "playerstribune", "title": "The Players' Tribune", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8389, "drivers": [ "G01", "H02", "A01", "H04", "P02" ] }, { "handle": "yahoosportsnba", "title": "Yahoo Sports NBA", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8372, "drivers": [ "G01", "N01", "H02", "P02", "M04" ] } ] }
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