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Analysis

Anatomy of a 685-Million-View Shorts Channel: What the PopcornTheory Numbers Say

Deni's PopcornTheory has published 335 shorts since March 2025. We pulled the public figures on every one of them. The pattern behind the hits is more disciplined than it looks.

By The Creator Gazette Staff · · 8 min read

685.6Mviews
335shorts
73over 1M views
32 smedian length
187Ksubscribers
Thumbnail of the PopcornTheory short about the McDonald's and Dairy Queen sign war
"Sign War Between McDonalds And Dairy Queen", the channel's second most watched short. Image: PopcornTheory / YouTube

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Data

Runtime, Cadence and Hit Rate: A Second Look at 335 Shorts From One Channel

Our first analysis of PopcornTheory looked at what the channel makes. This one looks at when, how often and how long. The 31-to-40-second short is the channel's engine, the top tenth of uploads carries 78 percent of all views, and busy weeks produce hits far more often than quiet ones.

· 5 min read

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