Individual skill
data-scientist
Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. Method selection guidance. For syntax, load tool-specific skills.
skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/data-scientist/SKILL.md
Source commit 8684584e7d1127940f018157d2c579974fae8f79
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 10, 2026
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Repository context
- Repository stars (not skill ratings)
- 5,008
- Repository last updated
- Nov 9, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-research Repository topic
- agent-skills Repository topic
- ai-agent Repository topic
- awesome-list Repository topic
- communication Repository topic
- economics Repository topic
- education Repository topic
- empirical-research Repository topic
- international-relations Repository topic
- political-science Repository topic
- data Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesSKILL.mdcore · 40,474 bytesreferences/causal-inference.mddoc · 52,767 bytesreferences/code-documentation.mddoc · 15,542 bytesreferences/data-documentation.mddoc · 12,008 bytesreferences/descriptive-analysis.mddoc · 69,920 bytesreferences/eda-checklist.mddoc · 11,628 bytesreferences/exploratory-unsupervised.mddoc · 40,098 bytesreferences/geospatial-analysis.mddoc · 44,476 bytesreferences/geospatial-operations.mddoc · 28,239 bytesreferences/research-questions.mddoc · 11,009 bytesreferences/statistical-modeling.mddoc · 44,120 bytesreferences/supervised-ml.mddoc · 57,040 bytesreferences/survey-analysis.mddoc · 38,671 bytesreferences/transformation-validation.mddoc · 11,239 bytesreferences/visualization-design.mddoc · 10,482 bytesreferences/visualization-execution.mddoc · 11,553 bytes
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