DS
Moataz-Elmesmary/Data-Science-Roadmap
Data Science Roadmap from A to Z
4.2k 594 +3/wk
GitHub
big-data chatgpt cheatsheet cv-template data-analysis data-engineering data-science data-visualization deep-learning interview-questions linear-algebra llms
Trend
3
Star & Fork Trend (41 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
Moataz-Elmesmary/Data-Science-Roadmap has +3 stars this period . 7-day velocity: 0.1%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | Data-Science-Roadmap | PerceptualSimilarity | pattern_classification | metavoice-src |
|---|---|---|---|---|
| Stars | 4.2k | 4.2k | 4.2k | 4.2k |
| Forks | 594 | 522 | 1.3k | 691 |
| Weekly Growth | +3 | +2 | +0 | -4 |
| Language | N/A | Python | Jupyter Notebook | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | BSD-2-Clause | GPL-3.0 | Apache-2.0 |
Capability Radar vs PerceptualSimilarity
Data-Science-Roadmap
PerceptualSimilarity
Maintenance Activity 33
Last code push 123 days ago.
Community Engagement 71
Fork-to-star ratio: 14.1%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 44
+3 stars this period — 0.07% growth rate.
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.