Apply production discipline; retain denominators and distinguish reach, commercial outcomes and learning.
All353text sheets and139visual/layout sheets examined; grayscale demonstrations and clipped comment257 disclosed.
Research, script read-through, shot planning and production checks are usable practice. Selected screenshots compare different videos, times and metrics; they do not prove growth causation or Academy demand.
353
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Whole supplied copy; production91–232, measurement233–335
Verified against supplied book, including 138 nonicon images. Verification means source correspondence, not endorsement of every author claim. Primary corrections linked in Literature Note.
Selected anchors
- PDF14–15: recommended impressions described as views.
- PDF91–107,158–162,221–232: script, shot planning and production checks.
- PDF127,137–140: inconsistent video durations and time windows prevent thumbnail-causation inference.
- PDF233–267,293–296,313–335: attitudes, engagement, monetization and selected channel analytics have distinct populations and denominators.
- PDF353:2024digital edition and eISBN9789367907047.
The complete critical map, primary corrections and proposed uses are in 