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13d ago · English audio
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Outlier score
This score was measured on Tue, 03 Nov 2026 01:49:24 GMT. Current view counts may differ.
41.8K views ÷ a 12.4K baseline = 3.4×. Compared with 10 earlier videos from the same channel, matching the format recorded at scoring time. Their counts were observed at comparable video ages.
YouTube snapshot: Tue, 03 Nov 2026 12:57:35 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 59
Comparison details
126 videos from 82 other channels, with each channel weighted equally. Same format and language, with 100,000–999,999 subscribers. Observed at 316 hours after publication, within ±48 hours.
This describes the collected sample, not all of YouTube. Updated Tue, 03 Nov 2026 13:24:42 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools