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Scouting report
Career-changer moving into data analysis via Tableau and Python
assessed from open-source footprint
Mid
41signal
Natalie is openly transitioning into data analysis, and her repos back that up: Jupyter and Python dominate, with a Tableau labs collection among 14 original projects. Volume is decent for a learner but engagement is low (2 stars total) and a fair share of repos are abandoned (0.64 ratio). The seven merged pull requests are against her own repositories, not verified external open-source work. This is a motivated self-directed learner building analytics fundamentals; the trajectory is clear even if polished, standout deliverables haven't emerged yet.
Authorship & open source
Primary authorwrote 78% of commits on Project-A-B-Testing-Analysis
7 merged PRs10 commits / yr
What they build
Data / ML73%
Backend18%
Frontend9%
Industry experience
- Productivity & SaaS
- Fintech & Payments
- Climate & Sustainability
Signal breakdown
Originality47
Impact30
Consistency74
Polish12
Stars
2
top repo 1
Original repos
14
67% forks
Followers
2
On GitHub
2.5 yr
Live demos
1
Activity
Active
64% stale
Strengths
- Verified author — wrote 78% of commits on Project-A-B-Testing-Analysis
- Data / ML focus with Backend
- Domain experience in Productivity & SaaS & Fintech & Payments
- Core stack: Jupyter, Python, HTML
About
Creative and curious soul attracted to business ventures. Transitioning into data analysis through personal projects. Ready to crunch numbers and soar! — 43 public repositories and 2 followers on GitHub.
Skills
- Jupyter
- Python
- HTML
- Github Config