Topic · Data & Analytics
Best DataFrames skills, page 4
DataFrames skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | 145.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/ | 158 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 146 | 146.Data Analysis End-to-end R data analysis for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.2k | Automated safety check: Notes | Unknown | 2 days ago |
| 147 | Julia-based econometric and structural estimation for computationally intensive tasks. | brycewang-stanford/ | 4.5k | — | ~1.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 148 | R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~5.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 149 | 149.Review R R code review for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 150 | Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory. | matlab/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Unknown | 7 days ago |
| 151 | A skill your agent uses whenever a MATLAB robot model (rigidBodyTree) is needed — whether for simulation, visualization, IK, motion planning, pick-and-place, or trajectory generation. | matlab/ | 1.1k | — | ~3.8k | Automated safety check: Pass | Unknown | 7 days ago |
| 152 | Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. | databricks/ | 345 | — | ~2.1k | Automated safety check: Pass | Unknown | yesterday |
| 153 | A skill your agent uses when editing rule cookbooks, parity matrix, or cookbook CI (cookbook-parity.yml, cookbookparitycheck.py). | bbartling/ | 172 | — | ~382 | Automated safety check: Pass | Unknown | yesterday |
| 154 | Compute federated statistics over tabular data (count, sum, mean, stddev, var, histogram, quantile, noise-protected min/max) and image data (count, failurecount, pixel-intensity histogram) across… | NVIDIA/ | 3.5k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 155 | 155.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/ | 2k | — | ~2.1k | Automated safety check: Pass | MIT | 20 days ago |
| 156 | 从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。 | MichaelYang-lyx/ | 111 | 1 repo | ~570 | Automated safety check: Pass | No licence | 9 days ago |
| 157 | 对多 Sheet 的 Excel 文件进行行数统计、大文件 Parquet 转换预处理、数据清洗及分组聚合分析，并生成带样式标记的统计表与可视化图表。 | MichaelYang-lyx/ | 111 | 1 repo | ~783 | Automated safety check: Pass | No licence | 9 days ago |
| 158 | 根据Excel总行数自动切换Parquet加速读取，计算特定维度的时间序列平均值，并使用openpyxl输出带有条件格式（如低于均值标绿）和自定义样式的分析报告。 | MichaelYang-lyx/ | 111 | 1 repo | ~916 | Automated safety check: Pass | No licence | 9 days ago |
| 159 | 根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。 | MichaelYang-lyx/ | 111 | 1 repo | ~502 | Automated safety check: Pass | No licence | 9 days ago |
| 160 | 当Excel文件总行数超过1万行时，通过转换为Parquet格式提升读取性能，提取目标指标并计算最大值，最后将结果输出为Excel并对特定行进行高亮标注。 | MichaelYang-lyx/ | 111 | 1 repo | ~651 | Automated safety check: Pass | No licence | 9 days ago |
| 161 | 读取多 Sheet Excel 文件并统计规模，支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成. An agent skill from MichaelYang-lyx/AIDABench. | MichaelYang-lyx/ | 111 | 1 repo | ~661 | Automated safety check: Pass | No licence | 9 days ago |
| 162 | 用于读取多工作表Excel文件，动态评估数据量以启用Parquet大文件优化，并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。 | MichaelYang-lyx/ | 111 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 9 days ago |
| 163 | 对 Excel 数据进行数值格式标准化与清洗，支持大规模数据的 Parquet 转换流程，并完成关键指标的合计核对与结果文件导出。 | MichaelYang-lyx/ | 111 | 1 repo | ~505 | Automated safety check: Pass | No licence | 9 days ago |
| 164 | 读取多 Sheet Excel 文件，根据数据量动态选择处理策略，支持特定区域数据提取、大文件 Parquet 转换、统计分析及可视化图表生成。 | MichaelYang-lyx/ | 111 | 1 repo | ~840 | Automated safety check: Pass | No licence | 9 days ago |
| 165 | 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 |
| 166 | 166.Plot ML Figure Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills. | probabl-ai/ | 135 | — | ~785 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 167 | Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. | aws/ | 2.8k | — | ~495 | Automated safety check: Pass | Apache-2.0 | today |
| 168 | GRN inference from expression via GRNBoost2 (gradient boosting) or GENIE3 (Random Forest). | jaechang-hits/ | 370 | 2 repos | ~5.3k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
| 169 | Build a live Three.js landscape that stays quiet behind a subject — a noise heightfield on a polar grid so resolution follows the lens, ground coloured by slope and moisture rather than by texture… | nirholas/ | 226 | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 170 | 170.CSV Processing 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 |
| 171 | 171.PDF ALWAYS use this skill instead of the Read tool for PDF files. | benchflow-ai/ | 1.8k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 172 | 172.XLSX Parsing Read Microsoft Excel (.xlsx) files robustly with openpyxl (or pandas). | benchflow-ai/ | 1.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 173 | 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/ | 172 | — | ~565 | Automated safety check: Pass | Unknown | yesterday |
| 174 | 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/ | 172 | — | ~1.4k | Automated safety check: Pass | Unknown | yesterday |
| 175 | 175.Openfdd SQL Fdd 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/ | 172 | — | ~514 | Automated safety check: Pass | Unknown | yesterday |
| 176 | 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/ | 3.5k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 177 | 177.Polar Read Polar orders, subscriptions, products, and customers; create checkouts and refunds. | Anil-matcha/ | 1.3k | — | ~665 | Automated safety check: Pass | MIT | 2 days ago |
| 178 | 178.Data Specialist 提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent. | Prorise-cool/ | 305 | — | ~1k | Automated safety check: Pass | No licence | 21 days ago |
| 179 | Calculate the spontaneous ferroelectric polarization across a non-polar to polar structure transition using the Berry Phase method. | learningmatter-mit/ | 175 | — | ~738 | Automated safety check: Pass | MIT | yesterday |
| 180 | 180.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 | 10 days ago |
| 181 | Compute aerospace environment properties including atmosphere (ISA, COESA, NRLMSISE-00, non-standard, CIRA), gravity (spherical harmonic, WGS84, zonal, centrifugal), horizontal wind (HWM), magnetic… | matlab/ | 1.1k | — | ~4.2k | Automated safety check: Pass | Unknown | 7 days ago |
| 182 | Read or write data files in MATLAB. An agent skill from matlab/matlab-agentic-toolkit. | matlab/ | 1.1k | — | ~3.6k | Automated safety check: Pass | Unknown | 7 days ago |
| 183 | Use DuckDB from MATLAB via Database Toolbox (R2026a+) as a non-math operations engine on large tabular files (CSV/Parquet/JSON) and as a zero-config embedded database. | matlab/ | 1.1k | — | ~3.9k | Automated safety check: Pass | Unknown | 7 days ago |
| 184 | Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables (FITS/HDF5/VOTable/CSV), cosmology… | jaechang-hits/ | 370 | 1 repo | ~5.5k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
| 185 | 185.Data Science A skill your agent uses when performing exploratory data analysis, statistical testing, data visualization, or building predictive models. | majiayu000/ | 666 | 1 repo | ~4.3k | Automated safety check: Pass | MIT | today |
| 186 | CSV数据分析技能。使用Python和pandas分析CSV文件，生成统计摘要和快速可视化图表。当用户上传或提到CSV文件、需要分析表格数据时自动使用。 | zrt-ai-lab/ | 287 | — | ~577 | Automated safety check: Pass | No licence | 2 mo ago |
| 187 | 用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。 | MichaelYang-lyx/ | 111 | 1 repo | ~410 | Automated safety check: Pass | No licence | 9 days ago |
| 188 | 188.Closure Apply the Gestalt principle of Closure — the perceptual tendency to see incomplete shapes as whole. | hashgraph-online/ | 1.2k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 189 | 189.Pixeltable Build multimodal AI apps with Pixeltable. An agent skill from hashgraph-online/awesome-codex-plugins. | hashgraph-online/ | 1.2k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 190 | 190.Data Cleaning 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/ | 156 | — | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 191 | 191.Codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. | brycewang-stanford/ | 4.5k | — | ~527 | Automated safety check: Notes | Unknown | 2 days ago |
| 192 | 当用户要求把文章、Markdown、笔记、链接内容或一个主题做成“xkcd 风格四格漫画”“四格漫画”“金馆长熊猫表情”“金教授熊猫脸”“熊猫梗图”“文章转四格漫画”“用幽默方式解释文章核心观点”“生成黑白熊猫漫画配图”时必须使用。本 skill 会读取内容、提炼核心表达和可幽默化冲突，产出 2x2 黑白手绘四格漫画；人物默认使用金馆长熊猫表情味更浓的熊猫 meme… | tjxj/ | 545 | — | ~1.3k | Automated safety check: Pass | No licence | 15 days ago |
