Topic · Data & Analytics
Best statistics skills, page 8
Statistics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 337 | Analyse a finished A/B test and write an honest results readout with real statistics. | mohitagw15856/ | 1.4k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 338 | 338.Automl Skill AutoML 自动化机器学习技能 | Automated Machine Learning Skill. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~3.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 339 | Refresh old blog posts and outdated content with current statistics, new information, and freshness signals to restore search rankings. | LeoYeAI/ | 2.2k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 340 | 340.Usage Insights Generates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review, Spotify Wrapped-style). | gustavscirulis/ | 117 | 1 repo | ~2.9k | Automated safety check: Notes | Unknown | 5 mo ago |
| 341 | 341.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/ | 4.5k | — | ~9.3k | Automated safety check: Pass | Unknown | 3 days ago |
| 342 | 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/ | 4.5k | — | ~7.9k | Automated safety check: Pass | Unknown | 3 days ago |
| 343 | 343.Sandbox Stats Mean, median, quantiles, and linear regression inside a Code node or CodeAct action, with simple-statistics running in the guest | nodetool-ai/ | 560 | — | ~265 | Automated safety check: Pass | AGPL-3.0 | today |
| 344 | Build, document, test, and validate a journal-ready replication package for social science research. | joshzyj/ | 168 | — | ~19k | Automated safety check: Pass | Unknown | 20 days ago |
| 345 | 345.Metabolomics De Load when running two-group metabolomics DE (t-test + log2FC + BH-FDR + PCA) on a feature × sample CSV using --group-a-prefix / --group-b-prefix (default ctrl / treat). | TianGzlab/ | 161 | — | ~983 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 346 | Load when running univariate two-group testing (t-test / Wilcoxon / ANOVA / Kruskal-Wallis) on a feature × sample metabolomics CSV with --group1-prefix / --group2-prefix column matching, BH-FDR… | TianGzlab/ | 161 | — | ~991 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 347 | 347.Proteomics De Load when computing two-group differential protein abundance (group2 vs group1, log2FC + p-value + BH-adjusted FDR) via Welch t-test, equal-variance t-test, or Mann-Whitney on a wide protein ×… | TianGzlab/ | 161 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 348 | Load when running spatial autocorrelation / hotspot / co-occurrence / neighbourhood-enrichment / Ripley K stats on a clustered spatial AnnData via squidpy. | TianGzlab/ | 161 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 349 | Filter degenerate, uninformative inputs before statistical tests: single-sequence alignments, empty files, constant features, zero-variance inputs, all-NaN columns. | jaechang-hits/ | 371 | 1 repo | ~3.7k | Automated safety check: Pass | CC-BY-4.0 | 10 days ago |
| 350 | Counts RNA-seq reads overlapping GTF gene features. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 371 | 1 repo | ~3.7k | Automated safety check: Notes | GPL-3.0 | 10 days ago |
| 351 | Per-feature NaN-safe Spearman/Pearson correlation across many features (genes, proteins, variants) with missing values. | jaechang-hits/ | 371 | 1 repo | ~2.9k | Automated safety check: Pass | CC-BY-4.0 | 10 days ago |
| 352 | Bayesian modeling with PyMC 5: priors, likelihood, NUTS/ADVI sampling, diagnostics (R-hat, ESS), LOO/WAIC comparison, prediction. | jaechang-hits/ | 371 | 1 repo | ~5.7k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 353 | Time-to-event modeling with scikit-survival: Cox PH (elastic net), Random Survival Forests, Boosting, SVMs for censored data. | jaechang-hits/ | 371 | 1 repo | ~6.9k | Automated safety check: Pass | GPL-3.0 | 10 days ago |
| 354 | Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis tests. | jaechang-hits/ | 371 | 1 repo | ~4.2k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 355 | Process CRISPR screening data to identify essential genes and hit candidates. | aipoch/ | 2k | — | ~11k | Automated safety check: Pass | MIT | 22 days ago |
| 356 | Generates the Methods section for a meta-analysis paper, including search strategy, screening, quality assessment, data extraction, and statistical analysis. | aipoch/ | 2k | — | ~3.2k | Automated safety check: Pass | MIT | 22 days ago |
| 357 | Generate forest plots for meta-analysis of survival data. An agent skill from aipoch/medical-research-skills. | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 22 days ago |
| 358 | Generate publication-ready baseline characteristics tables (Table 1) for clinical research papers with automatic variable type detection, appropriate statistics (mean±SD, median[IQR, n(%)), group… | aipoch/ | 2k | — | ~1.6k | Automated safety check: Pass | MIT | 22 days ago |
| 359 | 科研分析能力入口：统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures. | wentorai/ | 858 | — | ~169 | Automated safety check: Pass | Unknown | 1 mo ago |
| 360 | Produces calibrated three-point PERT estimates (best/likely/worst) with confidence intervals, unknowns, and assumptions. | Mathews-Tom/ | 328 | — | ~2.1k | Automated safety check: Pass | MIT | 3 days ago |
| 361 | 361.Math Unicode A skill your agent uses when a response needs mathematical notation (equations, filters, set-builder notation, statistics, calculus, linear algebra, logic, ratios, drops, counts) and the output goes… | hashgraph-online/ | 1.3k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 362 | Core mathematical concepts and theoretical frameworks for statistics | brycewang-stanford/ | 4.5k | — | ~4.1k | Automated safety check: Pass | Unknown | 3 days ago |
| 363 | Numerical algorithms and computational techniques for statistics | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Pass | Unknown | 3 days ago |
| 364 | Expert panel data regression analysis with fixed effects and GMM | brycewang-stanford/ | 4.5k | — | ~2.3k | Automated safety check: Pass | Unknown | 3 days ago |
| 365 | 365.Lastfm Interact with the Last.fm music data API: lookup user listening history, get artist/album/track metadata, discover similar music via collaborative filtering, explore global and per-country charts… | magnus919/ | 116 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 366 | Simulate Bluetooth system-level networks using the Bluetooth Toolbox. | matlab/ | 1.1k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 367 | 367.Tg Hub A skill for reading and writing Telegram data with Python and UV. | OpenMinis/ | 444 | — | ~2.3k | Automated safety check: Notes | MIT | yesterday |
| 368 | A skill your agent uses when evaluating the model and analyzing results for an Agricultural Systems (AgSy) manuscript so it survives expert systems review — independent model evaluation (observed vs. | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 21 days ago |
| 369 | A skill your agent uses when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 21 days ago |
| 370 | A skill your agent uses when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals… | franklee16/ | 223 | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 21 days ago |
| 371 | 371.Amr Methods A skill your agent uses when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 21 days ago |
| 372 | A skill your agent uses when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 21 days ago |
| 373 | A skill your agent uses when building the exhibits of a Contemporary Accounting Research (CAR) manuscript — descriptive/correlation/results tables for archival work, experimental cell-means and… | franklee16/ | 223 | 1 repo | ~997 | Automated safety check: Pass | No licence | 21 days ago |
| 374 | A skill your agent uses when building or auditing multi-panel mechanistic figures and tables for a Cancer Cell (Cell Press) manuscript — quantification of images, panel logic, image integrity, and… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 21 days ago |
| 375 | 375.Cc Statistics A skill your agent uses when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript. | franklee16/ | 223 | 1 repo | ~988 | Automated safety check: Pass | No licence | 21 days ago |
| 376 | A skill your agent uses when writing the Cancer Cell (Cell Press) front matter — the Summary, eTOC blurb, Highlights, and graphical abstract. | franklee16/ | 223 | 1 repo | ~921 | Automated safety check: Pass | No licence | 21 days ago |
| 377 | 377.Cc Submission A skill your agent uses when running the final pre-submission preflight for Cancer Cell (Cell Press) — file completeness, STAR Methods / Key Resources Table, deposition accessions, statistics… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 21 days ago |
| 378 | A skill your agent uses to build Cell's mandatory STAR Methods — the Key Resources Table, the three Resource Availability subsections, Experimental Model and Subject Details, Method Details, and… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 21 days ago |
| 379 | A skill your agent uses to choose and read the objects a Critical Inquiry (CI) essay analyzes — texts, images, artworks, films, performances, events, or cases. | franklee16/ | 223 | 1 repo | ~949 | Automated safety check: Pass | No licence | 21 days ago |
| 380 | A skill your agent uses when executing and reporting the analysis for an Environmental Science & Technology (ES&T) manuscript so it survives expert review — analytical QA/QC, honest uncertainty… | franklee16/ | 223 | 1 repo | ~913 | Automated safety check: Pass | No licence | 21 days ago |
| 381 | A skill your agent uses when executing and reporting the statistical analysis for a Field Crops Research (FCR) manuscript — mixed models for multi-environment and blocked/split-plot designs… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 21 days ago |
| 382 | A skill your agent uses when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 21 days ago |
| 383 | A skill your agent uses when handling the evidence base of a Journal of the American Academy of Religion (JAAR) article — primary texts, traditions, historical documents, material/visual sources, or… | franklee16/ | 223 | 1 repo | ~882 | Automated safety check: Pass | No licence | 21 days ago |
| 384 | A skill your agent uses when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 21 days ago |
