General and Science & Technology ranking performance
General
Global
Canada
Science & Technology
Global
Canada
Total Videos
Content Library
Total Views
Lifetime Views
Subscribers
Community Size
Engagement Rate
Audience Interaction
Top performer by views
The Claude Code Skill That Gives You a Real Design System
20.4K
Views
407
Likes
6
Comments
Opportunity for growth
How I Actually Use AI for Data Science in Python
2.6K
Views
111
Likes
7
Comments
Analysis of 50 long-form videos
The Claude Code Skill That Gives You a Real Design System
• Long videos make up 100% of total content
• Average performance: Better than channel average
• Most common duration: Short Long (1-3 min)
Upload patterns and optimal timing insights
More Shorts are needed for analysis.
Content distribution across 3 main categories
Key performance indicators and trends
Technology dominates with 51% of content
Knowledge has highest avg views
Technology shows strongest growth
Most used tags across 71 tag instances
8 tags in category
7 tags in category
Comprehensive tag metrics and ROI analysis
| Tag | Usage | Avg Views | Engagement | Growth | ROI Score |
|---|---|---|---|---|---|
| #tech with timTop 1 | 50 | 9.6K | 3.82% | +13% | 38/100 |
| #pycharm tutorial 2026Top 2 | 2 | 4K | 4.96% | +100% | 50/100 |
| #openclaw tutorialTop 3 | 2 | 10.1K | 4.50% | +100% | 45/100 |
| #hermes agent tutorial | 2 | 10.1K | 4.50% | +100% | 45/100 |
| #openai codex tutorial | 2 | 10.5K | 3.51% | +336% | 35/100 |
| #codex vs claude code | 2 | 10.5K | 3.51% | +336% | 35/100 |
| #codex cli tutorial | 2 | 10.5K | 3.51% | +336% | 35/100 |
| #mcp server tutorial | 2 | 15K | 3.05% | +100% | 31/100 |
| #ai for data science python | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #python data science workflow | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #pycharm data science | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #jupyter notebook tutorial | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #ai data analysis python | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #pandas ai workflow | 1 | 2.6K | 4.55% | +100% | 46/100 |
| #data verification python | 1 | 2.6K | 4.55% | +100% | 46/100 |
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