First, what everyone is doing: 15-29 seconds is the most crowded length on YouTube. 121M Shorts, roughly 37% of everything published. It also has the LOWEST average views of any length bucket. Most co
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Loading velocity curve…
—Views / houraverage velocity since it published
—Peak velocitythe hottest sustained views/hr it ever hit
—vs. their normalpace relative to this creator's own baseline
—Engagementlikes per view — real engagement is hard to fake
—Agehow early Slope caught this surge