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Independent Lens

The top 10 neighbors for Independent Lens span activists, politicians, journalists, actors, a website, and a podcast — no single subcategory dominates, and no other TV Show appears in the set.

The shape is flat: scores run from 0.94 down to 0.92 across ten neighbors with no meaningful gap between them. Jeffrey Wright (0.94, Actor) sits at the top, followed immediately by The Appeal (0.94, Website), Bree Newsome (0.93, Activist), Rep. Ilhan Omar (0.93, Politician), and Ayanna Pressley (0.93, Politician). The remaining five — Brittany Cunningham (0.93, Activist), Rashida Tlaib (0.92, Politician), NPR's Code Switch (0.92, Podcast/Radio), Jordan Peele (0.92, Comedian), and Wesley Lowery (0.92, Journalist) — hold nearly identical scores. Tallying subcategories across the ten: three Politicians, two Activists, two from Marketing Channels (one Website, one Podcast), one Actor, one Comedian, one Journalist. The center entity's own subcategory, TV Shows, has zero representatives in the top 10. The audience shape is defined almost entirely by cross-kind neighbors — political figures, civic voices, and journalists — rather than by anything resembling the entity's own format.

This cluster portrait suggests an audience organized around civic and social engagement rather than around documentary or public television as a genre.

Playground →Docs

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

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