CATEGORY ARCHIVE
Creator Analytics
Metrics, engagement, views, growth, content patterns, and analytical frameworks.
Guide
Median vs Average Views: Which One Shows Real Creator Performance?
Learn why viral outliers distort average view calculations, and why median views represent the true baseline of creator performance.
Rishabh Malhotra2026-07-10
Original research
How to Find Outlier Videos Without Being Misled by Lifetime Views
Discover how to identify high-performing content formats by measuring view velocities relative to baseline medians.
Rishabh Malhotra2026-07-12