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Letterboxd

Letterboxd's nearest audiences span directors, comedians, actors, politicians, and activists — a cross-kind cluster with no single dominant neighbor pulling far ahead of the rest.

The shape is flat: the top 10 scores run from Taika Waititi at 0.91 down to Edward Snowden at 0.86, a compressed band with no spike. Waititi is the only Director in the top 10; the subcategory breakdown across the ten neighbors reads as five Actors — Kumail Nanjiani, Mindy Kaling, Alison Brie, Ben Schwartz, and Aubrey Plaza — two Comedians (Chelsea Peretti at 0.90 and Aziz Ansari at 0.89), one Politician (Alexandria Ocasio-Cortez at 0.89), one Lifestyle figure (Chrissy Teigen at 0.89), and one Activist (Snowden). No other Entertainment Platform appears in the top 10 — Letterboxd's own subcategory is entirely absent from its nearest neighbors. The mix is heavily weighted toward individual celebrities rather than media brands or organizations, and the celebrity subcategories themselves are varied rather than concentrated.

What the flat, cross-kind shape reveals is an audience defined less by film-platform loyalty and more by a consistent personality type — one that follows actors, comedians, and culturally engaged public figures across categories.

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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."

Raw data

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