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Marc J. Spears

Celebrities and Influencers
Journalists
Playground →Docs

Three fellow basketball journalists sit within a fraction of a point of each other at the top of Marc J. Spears' neighbor set — yet the second distinct cluster pulling on this audience has nothing to do with sports coverage at all.

The shape here is two-peak. HoopsHype (0.92), David Aldridge (0.92), and J.A. Adande (0.92) form a near-identical trio at the summit, joined closely by Ric Bucher (0.91) and Marc Stein (0.90). Five of the top ten neighbors share Spears' own subcategory — Journalists — making the first peak a tight same-kind cluster of NBA beat reporters and basketball-focused outlets. Ramona Shelburne (0.88) extends that cluster to six journalists in the top ten.

The second peak is structurally distinct. Naomi Osaka (0.89) and Colin Kaepernick (0.87) — both Athletes — sit between the two clusters, and Barack Obama (0.88) and Michelle Obama (0.86), both Politicians, anchor the second neighborhood. These four share no subcategory with the journalism cluster, yet their audiences overlap substantially with Spears' own. The bridge between the two peaks is not thematic — it is structural: an audience that follows NBA insider reporting also tracks athletes and political figures who carry cultural weight beyond their primary domain.

The overall shape is an audience with a hard basketball-journalism core that simultaneously indexes against a broader cultural and civic sphere.

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": "marcjspears", "title": "Marc J. Spears", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "marcjspears", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "hoopshype", "title": "HoopsHype", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9163, "drivers": [ "Q02", "A06", "E02", "O04", "Q04" ] }, { "handle": "davidaldridgedc", "title": "David Aldridge", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.916, "drivers": [ "E02", "Q02", "Q04", "O04", "A06" ] }, { "handle": "jadande", "title": "J.A. Adande", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9159, "drivers": [ "Q02", "E02", "Q04", "O04", "A06" ] }, { "handle": "ricbucher", "title": "Ric Bucher", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.905, "drivers": [ "A06", "Q02", "E02", "O04", "Q04" ] }, { "handle": "thesteinline", "title": "Marc Stein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9003, "drivers": [ "Q02", "A06", "E02", "N01", "K01" ] }, { "handle": "naomiosaka", "title": "Naomi Osaka", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8854, "drivers": [ "E02", "Q02", "Q04", "A02", "G03" ] }, { "handle": "barackobama", "title": "Barack Obama", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8795, "drivers": [ "E02", "Q02", "Q04", "G03", "A02" ] }, { "handle": "ramonashelburne", "title": "Ramona Shelburne", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8766, "drivers": [ "A06", "Q02", "E02", "G03", "E03" ] }, { "handle": "kaepernick7", "title": "Colin Kaepernick", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8728, "drivers": [ "Q02", "E02", "Q04", "O04", "G03" ] }, { "handle": "michelleobama", "title": "Michelle Obama", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.856, "drivers": [ "E02", "Q02", "Q04", "G03", "A02" ] } ] }
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