Rules of input-output tables
typical in the analyzed sample
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Is this video typical of the channel?
This video looked representative of the rest of the sample — nothing set it apart from its neighbours.
Findings that cite this video
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Stimulation
LowPace, loudness, and sensory intensity. High is not unsafe, but it is worth knowing before bedtime viewing.
The videos use a steady, instructional pace with simple visual aids.
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Educational value
HighWhether the channel teaches something. Descriptive, not a risk — a high level here is positive.
The channel provides high-quality, structured educational content on math and physics.
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Consistency
HighHow alike the sampled videos are. Descriptive, not a risk — high means the sample predicts the rest of the channel well.
Consistent branding, instructional style, and non-profit messaging across all sampled videos.
Screening note
Educational math content from Khan Academy.
About this evidence
- Screening
- Complete
Title, thumbnail, and publication date come from YouTube. The findings are our conclusions. How we do this.