Happy Independence Day 🫶🇮🇳|| Sisters love || tiyaa Ningwal #youtube #foryou #independenceday

Name: Happy Independence Day 🫶🇮🇳|| Sisters love || tiyaa Ningwal #youtube #foryou #independenceday
Uploaded: 2026-08-14T21:59:12+08:00
Description: Happy Independence Day 🫶🇮🇳|| Sisters love || tiyaa Ningwal #youtube #foryou #independenceday by tiyaa_ningwal_official.

41.2K views1 minAug 14, 2026Short

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Outlier vs channel median1.0×Comparable-age T+720h

Current velocity—needs two snapshots

Engagement3.3%likes + comments

ConfidenceHigh10 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:52:34 PM

Channel medianThis video

Why it qualifies

At 720 hours, views are 1.0× the channel median.
The baseline uses 10 comparable Shorts.

Comparison windowComparable-age T+720h

This video at comparable age—

This video now41.2K views

Channel median at comparable age56.6K views

Sample10 videos