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Marcus Flowers

The top 10 neighbors for Marcus Flowers split into two distinct worlds that rarely share a page: political commentators and journalists on one side, and professional golf figures on the other — a cross-kind pattern that defines the shape of this audience.

The shape is broad, with no single neighbor dominating. Ron Filipkowski leads at 0.87, followed by John Pavlovitz (0.81), Liz Cheney (0.81), and Adam Kinzinger (0.79). These four — a journalist, an author, and two politicians — form the clearest cluster in the top 10. Jo (0.79) and Jeff Tiedrich (0.78) extend that political-commentary band, alongside the activism organization Really American (0.77) and fellow politicians Tim Ryan (0.77) and Joe Walsh (0.76).

The tenth neighbor is where the shape turns: Ian Poulter, a professional golfer, sits at 0.76 — statistically level with the political cluster. Poulter is the only athlete in the top 10, but the broader neighbor set (visible in the graph) is dense with golf figures, suggesting the golf overlap is structural rather than incidental. The audience that follows Marcus Flowers also, in measurable numbers, follows professional golf media and players — a pairing that the political-commentary framing alone would not predict.

This broad, two-track shape indicates an audience whose composition is not fully explained by any single interest category.

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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."

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