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pandas · For data scientists
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Builds network traffic baselines from NetFlow/IPFIX CSV or JSON exports using Python pandas, computing hourly/daily volume distributions, per-host and protocol/port statistics, and top-talker… | mukul975/ | 34k | — | ~652 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 50 | 50.Pandas Ta Technical analysis with 130+ indicators using pandas-ta for crypto market data | agiprolabs/ | 410 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 51 | 51.Ta Lib C-optimized technical analysis with 150+ functions and 61 candlestick pattern recognition functions via TA-Lib | agiprolabs/ | 410 | — | ~2.4k | Automated safety check: Notes | MIT | 1 mo ago |
| 52 | Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills. | probabl-ai/ | 138 | — | ~796 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 53 | Transform, clean, reshape, and preprocess data using pandas and numpy. | Microck/ | 404 | 3 repos | ~4.3k | Automated safety check: Pass | Unknown | 1 mo ago |
| 54 | Python data pipelines with modular architecture. An agent skill from jamditis/claude-skills-journalism. | jamditis/ | 416 | — | ~4.8k | Automated safety check: Pass | MIT | 6 days ago |
| 55 | 55.Pydeseq Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use when you need Wald tests, FDR correction, and optional LFC shrinkage for… | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 56 | Parses, queries, converts, and extracts from GTF and GFF3 gene-model annotation files - walking the gene/transcript/exon/CDS hierarchy with gffutils (queryable SQLite DB), converting formats and… | GPTomics/ | 1.2k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 57 | 57.Polars Polars DataFrame library for high-performance data manipulation. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 58 | Python visual creation and matplotlib/seaborn patterns for PBIR reports. | data-goblin/ | 1k | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | 4 days ago |
| 59 | Geospatial vector analysis extending pandas. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~3.8k | Automated safety check: Pass | BSD-3-Clause | 12 days ago |
| 60 | 60.Owid Catalog Access Our World in Data from Python with the owid-catalog library: load chart data, catalog tables or individual indicators as pandas DataFrames that carry their own units, descriptions, sources… | owid/ | 159 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 61 | A skill your agent uses when editing rule cookbooks, parity matrix, or cookbook CI (cookbook-parity.yml, cookbookparitycheck.py). | bbartling/ | 173 | — | ~382 | Automated safety check: Pass | Unknown | yesterday |
| 62 | 62.Geopandas A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization on formats like… | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 63 | 63.Seaborn Statistical visualization library integrated with pandas; use it when you need fast EDA of distributions, relationships, and categorical comparisons (e.g., box/violin/pair plots and heatmaps) with… | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 64 | Builds publication-ready tables - descriptive Table 1, regression and differential-expression result tables, and supplementary tables - with gtsummary, gt, flextable, and kableExtra (R) or… | GPTomics/ | 1.2k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 65 | A skill your agent uses when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets. | benchflow-ai/ | 1.8k | — | ~455 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 66 | A skill your agent uses when enforcing Open-FDD product boundaries: production DataFusion SQL vs pandas oracle, vibe19/vibe20 ownership, dual cookbooks, edge/os never-delete, ownership.yaml… | bbartling/ | 173 | — | ~565 | Automated safety check: Pass | Unknown | yesterday |
| 67 | A skill your agent uses when changing open-fdd PyPI pandas oracle libraries: openfdd.rules, analytics, reporting, extras oracle/vibe19/reporting, wheel publish, consumer pins. | bbartling/ | 173 | — | ~1.4k | Automated safety check: Pass | Unknown | yesterday |
| 68 | A skill your agent uses when working on production DataFusion SQL FDD: sqlrules registry, central /api/fdd/run, parity with pandas oracle, no pandas in central. | bbartling/ | 173 | — | ~514 | Automated safety check: Pass | Unknown | yesterday |
| 69 | Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads. | NVIDIA/ | 3.6k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 70 | Interactive visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 12 days ago |
| 71 | Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines. | jaechang-hits/ | 374 | 1 repo | ~4k | Automated safety check: Pass | BSD-3-Clause | 12 days ago |
| 72 | A skill your agent uses when a raw table is too dirty to trust — nulls, sentinels, duplicate rows, category sprawl, mixed types, bad dates — and you need a re-runnable clean() plus a schema gate… | ericrisco/ | 180 | — | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 73 | Data pipeline contract enforcer. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 74 | Data cleaning, transformation, and exploratory analysis with pandas | wentorai/ | 298 | 1 repo | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 75 | Guide to Plotly.py for interactive scientific visualizations in Python | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 76 | Python bridge to ImageJ2/Fiji for macros, plugins (Bio-Formats, TrackMate, Analyze Particles), NumPy↔ImagePlus/ImgLib2 exchange, and ImageJ Ops. | jaechang-hits/ | 374 | 1 repo | ~6.2k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 77 | 77.Alpha101 WorldQuant 101 Formulaic Alphas — 因子计算、IC测试、回测一体化工具包. An agent skill from aAAaqwq/AGI-Super-Team. | aAAaqwq/ | 105 | — | ~588 | Automated safety check: Pass | MIT | 2 days ago |
| 78 | A skill your agent uses when working with GeoPandas GeoSeries and GeoDataFrame objects, geometry columns, CRS metadata, Shapely-backed geometry arrays, and spatial-index basics. | VectorSpaceLab/ | 331 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 79 | Use this Dask sub-skill for Dask DataFrame creation, CSV/Parquet/JSON/SQL IO, partitions and divisions, groupby/aggregation, joins/merge, shuffle, repartitioning, categorical/string/pyarrow… | VectorSpaceLab/ | 331 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 80 | Build RAG systems for construction knowledge bases. An agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction. | datadrivenconstruction/ | 345 | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 81 | Common pandas and matplotlib patterns for data analysis and visualization | langchain-ai/ | 426 | — | ~117 | Automated safety check: Pass | MIT | yesterday |
| 82 | Fast in-memory DataFrame with lazy evaluation, parallel execution, Arrow backend. | jaechang-hits/ | 374 | — | ~6.4k | Automated safety check: Pass | MIT | 12 days ago |
| 83 | Analyze datasets to answer defined questions through statistical methods, trend identification, hypothesis testing, and correlation analysis. | seb1n/ | 206 | — | ~1.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 84 | A股相关性分析/联动关系/相关系数计算。当用户说"相关性"、"联动"、"correlation"、"XX和YY相关吗"、"哪些股票走势相似"、"分散化"、"对冲"、"beta"、"同涨同跌"、"相关性分析"、"相关系数"、"相关性矩阵"时触发。MUST USE when user asks about correlation analysis, correlation coefficient… | aifinlab/ | 255 | — | ~569 | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 85 | Parallel/distributed computing for larger-than-RAM data. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | — | ~4.1k | Automated safety check: Pass | BSD-3-Clause | 12 days ago |
| 86 | Query and analyze structured CSV datasets on critical minerals production, trade, and supply chains | lamm-mit/ | 246 | — | ~730 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
