See what's actually working on any YouTube channel: median vs. average views, upload cadence, engagement, and Shorts vs. full episodes. Export the data to CSV or share the chart as an image.
Fetch videos pulls stats only — fast and light (~30 API units). Fetch sentiment then reads comments to score fan reaction and themes (~2 units/video, heavier). No API key needed; requests route through a secure proxy.