PPushkar Raj Thakur: Stock Market Educator 📈15.4M subscribers
Watch on YouTube Russia 🇷🇺 Ukraine War 2.0 | Impact on Crude Oil & Stock Market Explained
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement1.4%likes + comments
ConfidenceHigh18 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 18 comparable long-form videos.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now144.9K views
Channel median at comparable age127.1K views
Sample18 videos