Clean dataset
Videos, channels, comment threads, transcripts — one versioned schema with a coverage report for the run.
Snapshot and monitoring for videos, comments and transcripts — search, channels, details. One clean dataset, honest coverage, no quota.
No API keys, no browser, no quota. The actor speaks YouTube's own internal API and normalizes videos into a versioned schema.
Videos, channels, comment threads, transcripts — one versioned schema with a coverage report for the run.
New videos, content changes, fresh comments — baselines between runs, change events in the dataset.
Public content only, polite request budget, missing captions reported — never invented. No downloads, metadata and text only.
This page collects nothing: no analytics, no cookies, no accounts. The actor itself reads only public videos, comments and captions.
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