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Data & Analytics · Python · By brycewang-stanford
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Marimo Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 2 | 2.Plotnine plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 3 | End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 5 days ago |
| 4 | Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 5 | R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~5.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 6 | Stata-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~6.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 7 | Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-validation, Pipelines. | brycewang-stanford/ | 4.6k | — | ~4.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 8 | Verifies required tools (Quarto, uv, Python, R, Stata, TeX) and Jupyter kernels are installed. | brycewang-stanford/ | 4.6k | — | ~578 | Automated safety check: Notes | Unknown | 5 days ago |
| 9 | 9.E1 E1-Quantitative Analysis Guide with Code Generation & Sensitivity Analysis VS-Enhanced with Full 5-Phase process: Avoids obvious analyses, explores innovative methodologies Expanded to include… | brycewang-stanford/ | 4.6k | — | ~9.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 10 | A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 11 | 11.Analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 12 | Clean and transform messy data for analysis in Python, R, or Stata | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 13 | Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.6k | — | ~9.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 14 | 14.Lifelines Complete survival analysis library in Python. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~771 | Automated safety check: Pass | MIT | 5 days ago |
