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The top 10 neighbors for Magnolia Pictures span a narrow similarity band — from 0.97 down to 0.93 — with no single dominant pull and no sharp drop-off. The cluster's character is what stands out: it is built almost entirely from film industry trade media and fellow independent film studios, with one film festival organization rounding out the set.
Four of the ten neighbors are film-trade publications or websites: IndieWire (0.97), The Hollywood Reporter (0.96), Deadline Hollywood (0.96), and Variety (0.95). Three are fellow Film Studios: Focus Features (0.95), IFC Films (0.95), and TheWrap (0.94) — wait, TheWrap is a Website, not a Film Studio. Correcting the tally: Film Studios in the top 10 are Focus Features (0.95) and IFC Films (0.95), making two same-kind neighbors. The remaining positions go to TheWrap (0.94, Website), Sundance Film Festival (0.94, Events and Awards), and David Lynch (0.94, Directors). No comedians, actors, or general entertainment brands appear in the top 10.
The shape is flat: the audience that follows Magnolia Pictures is essentially the same audience that follows the professional infrastructure of independent film — trades, peer studios, a major festival, and a director — with scores compressed tightly enough that none of these neighbors stands meaningfully apart from the others.
This compression signals an audience defined by industry engagement rather than casual moviegoing, one that tracks the business and craft of independent cinema as closely as the films themselves.
