Global & Regional Performance
Total Videos
Content Library
Total Views
Lifetime Views
Subscribers
Community Size
Engagement Rate
Audience Interaction
Top performer by views
How Linear Algebra Powers Machine Learning (ML)
88.8K
Views
3.9K
Likes
85
Comments
Opportunity for growth
Romance scams: How they work, how they win and what we do about it
344
Views
12
Likes
3
Comments
Analysis of 47 long-form videos
How Linear Algebra Powers Machine Learning (ML)
• Long videos make up 94% of total content
• Average performance: Better than channel average
• Most common duration: Long (10-30 min)
Upload patterns and optimal timing insights
Content distribution across 3 main categories
Key performance indicators and trends
Technology dominates with 47% of content
Knowledge has highest avg views
Knowledge shows strongest growth
Most used tags across 70 tag instances
2 tags in category
Comprehensive tag metrics and ROI analysis
| Tag | Usage | Avg Views | Engagement | Growth | ROI Score |
|---|---|---|---|---|---|
| #ibmTop 1 | 35 | 14.9K | 4.46% | +238% | 45/100 |
| #ibm cloudTop 2 | 35 | 14.9K | 4.46% | +238% | 45/100 |
Strategic recommendations and performance highlights
Top 5 by view count
Top 5 by like count
Top 5 by comment count
Top 5 by engagement rate
Peak performance metrics across all categories
Top performers across multiple categories
Performance analysis and recommendations
