General and Education ranking performance
General
Global
United States
Education
Global
United States
Total Videos
Content Library
Total Views
Lifetime Views
Subscribers
Community Size
Engagement Rate
Audience Interaction
Top performer by views
Learn NumPy in 1 hour! π’
83.6K
Views
3.1K
Likes
323
Comments
Opportunity for growth
Convert decimal to octal EASY!
612
Views
19
Likes
9
Comments
Analysis of 45 long-form videos
Learn NumPy in 1 hour! π’
β’ Long videos make up 90% of total content
β’ Average performance: Lower than channel average
β’ Most common duration: Medium (3-10 min)
Upload patterns and optimal timing insights
Content distribution across 2 main categories
Key performance indicators and trends
Knowledge dominates with 76% of content
Knowledge has highest avg views
Knowledge shows strongest growth
Most used tags across 255 tag instances
13 tags in category
2 tags in category
Comprehensive tag metrics and ROI analysis
| Tag | Usage | Avg Views | Engagement | Growth | ROI Score |
|---|---|---|---|---|---|
| #codingTop 1 | 49 | 7.4K | 6.05% | +0% | 61/100 |
| #programmingTop 2 | 47 | 7.1K | 6.16% | +0% | 62/100 |
| #pythonTop 3 | 40 | 7.4K | 6.02% | +0% | 60/100 |
| #machine learning | 23 | 4.1K | 7.92% | +0% | 79/100 |
| #artificial intelligence | 20 | 3.7K | 7.37% | +0% | 74/100 |
| #numpy | 16 | 9.9K | 5.75% | +0% | 58/100 |
| #matplotlib | 11 | 3.8K | 5.83% | +0% | 58/100 |
| #pandas | 10 | 9.2K | 5.62% | +0% | 56/100 |
| #computerscience | 8 | 5.1K | 6.74% | +0% | 67/100 |
| #tutorial | 6 | 24.6K | 4.78% | +0% | 48/100 |
| #binary | 6 | 8.2K | 5.43% | +0% | 54/100 |
| #decimal | 5 | 4.8K | 6.33% | +0% | 63/100 |
| #octal | 5 | 4.8K | 6.33% | +0% | 63/100 |
| #computer science | 5 | 7.6K | 5.63% | +0% | 56/100 |
| #course | 4 | 32.5K | 4.65% | +0% | 47/100 |
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