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Best data and analytics skills for Claude Code, Codex and other agents.
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Data & Analytics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. | spacering-net/ | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 2 | Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 3 | Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 4 | Gets Firecrawl working in a project: signs you in through the browser, saves FIRECRAWL_API_KEY to .env and picks the first SDK or REST path. | firecrawl/ | 189k | 1 repo | ~1.4k | Automated safety check: Notes | ISC | today |
| 5 | Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script. | bytedance/ | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | today |
| 6 | Routes every web task, from searching to logged-in browsing, through a tiered choice of search, fetch, curl or a real Chrome or Edge session driven over CDP. | eze-is/ | 9.1k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 7 | Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool. | Panniantong/ | 93k | — | ~1.4k | Automated safety check: Pass | MIT | 22 days ago |
| 8 | Creates, edits and analyzes spreadsheets (.xlsx, .xlsm, .csv, .tsv) with openpyxl and pandas, writing live formulas and recalculating to confirm zero formula errors. | anthropics/ | 180k | 4 repos | ~2.1k | Automated safety check: Pass | Proprietary | 2 days ago |
| 9 | Creates branded diagrams, from architecture, flowchart and sequence to charts and maps, as self-contained HTML with inline SVG, with import from draw.io, Mermaid and Excalidraw. | cathrynlavery/ | 44k | 1 repo | ~7.5k | Automated safety check: Pass | MIT | yesterday |
| 10 | Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training. | google-research/ | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 11 | Adds Firecrawl's /scrape endpoint to application code to pull markdown, HTML, links, screenshots or structured data from a single known URL. | firecrawl/ | 189k | 1 repo | ~944 | Automated safety check: Pass | ISC | today |
| 12 | Adds web search, scraping, structured extraction and browser interaction to application code using Firecrawl's scrape, search and interact endpoints. | firecrawl/ | 189k | — | ~2.1k | Automated safety check: Notes | ISC | today |
| 13 | Guide to using Meta's Segment Anything Model for zero-shot image segmentation with point, box or mask prompts, or automatic mask generation. | Orchestra-Research/ | 13k | 9 repos | ~3.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 14 | A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script… | microsoft/ | 77k | 8 repos | ~1k | Automated safety check: Pass | Apache-2.0 | 18 days ago |
| 15 | This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs. | tradermonty/ | 3k | 5 repos | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 16 | Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown. | bytedance/ | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | today |
| 17 | Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow. | Yuan1z0825/ | 46k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG. | mims-harvard/ | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | 16 days ago |
| 19 | Guides adding Firecrawl's /interact endpoint to product code for pages that need clicks, forms, pagination or logged-in flows beyond plain scraping. | firecrawl/ | 189k | 1 repo | ~731 | Automated safety check: Pass | ISC | today |
| 20 | 20.Seaborn Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 21 | Pulls real Google data for SEO work: Search Console, PageSpeed Insights, CrUX field data, the Indexing API and GA4 organic traffic, through /seo google commands. | AgriciDaniel/ | 18k | 1 repo | ~4.2k | Automated safety check: Pass | MIT | 2 days ago |
| 22 | 22.Tmux Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. | trpc-group/ | 1.8k | 23 repos | ~868 | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Generates single-file HTML charts and full-page reports from real gallery templates, using a grayscale base with optional color presets. | larashero3-dotcom/ | 6k | 1 repo | ~4.5k | Automated safety check: Pass | CC-BY-NC-4.0 | 1 mo ago |
| 24 | Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation. | davila7/ | 32k | 10 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 25 | Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. | spacering-net/ | 3.8k | 3 repos | ~5k | Automated safety check: Pass | MIT | today |
| 26 | Zero-shot time series forecasting with Google's TimesFM foundation model. | zLanqing/ | 4.6k | 6 repos | ~7.5k | Automated safety check: Notes | Apache-2.0 | 4 mo ago |
| 27 | 27.Add Op Add a new ONNX operator or update an existing operator to a new opset version. | onnx/ | 22k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Guidance for adding Firecrawl's /search endpoint to product code and agent workflows when a feature starts from a query rather than a URL. | firecrawl/ | 189k | 1 repo | ~1.1k | Automated safety check: Pass | ISC | today |
| 29 | 29.Analytics When the user wants to set up, improve, or audit analytics tracking and measurement. | Nexus-JPF/ | 869 | 6 repos | ~2.2k | Automated safety check: Pass | MIT | 4 days ago |
| 30 | 30.Statsmodels Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 31 | Picks the right Skyvern CLI command for a web task, from quick yes/no checks to reusable multi-page workflows, instead of falling back to plain page fetching. | Skyvern-AI/ | 23k | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 32 | Runs RuView's WiFi sensing applications: presence, vital signs, activity and fall detection, pose estimation, sleep monitoring and environment mapping. | ruvnet/ | 97k | — | ~1.1k | Automated safety check: Notes | MIT | today |
| 33 | Fetches structured Amazon product details such as title, price, ratings and availability for a given ASIN through BrowserAct's lookup API template. | browser-act/ | 6.1k | 2 repos | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Controls a real Chrome browser over CDP for clicking, typing, navigation, logged-in sessions and JavaScript-heavy or bot-protected pages. | browser-use/ | 18k | — | ~3.6k | Automated safety check: Pass | MIT | 9 days ago |
| 35 | Validates arguments of exported R functions with the standalone check_* type checkers from rlang, in tidyverse style with clear error messages. | tidyverse/ | 5.1k | 1 repo | ~2.3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 36 | Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. | Trae1ounG/ | 861 | 1 repo | ~583 | Automated safety check: Pass | No licence | 5 mo ago |
| 37 | Sets up a TradingView chart with a symbol, timeframe and indicators, marks key levels, takes a screenshot and reports price range, levels and overall bias. | tradesdontlie/ | 6.8k | 3 repos | ~515 | Automated safety check: Pass | Unknown | 2 mo ago |
| 38 | Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills. | yusufkaraaslan/ | 15k | — | ~760 | Automated safety check: Pass | MIT | 6 days ago |
| 39 | Renders ready-made scientific figure templates, such as raincloud plots, Taylor diagrams and chord diagrams, from bundled Python scripts in the MathModel sandbox. | jihe520/ | 6.2k | — | ~627 | Automated safety check: Notes | No licence | 4 days ago |
| 40 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.1k | — | ~557 | Automated safety check: Pass | Unknown | yesterday |
| 41 | 41.D3 Viz Creating interactive data visualisations using d3.js. An agent skill from calesthio/OpenMontage. | calesthio/ | 65k | 3 repos | ~5.4k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 42 | Diagnose and fix ModuleNotFoundError in Nuitka standalone binaries caused by missing implicit imports. | Nuitka/ | 15k | — | ~519 | Automated safety check: Pass | AGPL-3.0 | today |
| 43 | Extracts structured Amazon product data for a keyword and marketplace through the BrowserAct API, including titles, prices, ratings, reviews, sales volume and promotions. | browser-act/ | 6.1k | 2 repos | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 44 | Add a function body definition to an ONNX operator, defining how it decomposes into simpler ops. | onnx/ | 22k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news. | HKUDS/ | 35k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 46 | Academic-grade scientific figure creation for Nature/Cell/Science journals. | TingxiYu/ | 474 | 1 repo | ~7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 47 | 47.Antv L7 Comprehensive guide for AntV L7 geospatial visualization library. | antvis/ | 4.1k | — | ~1.4k | Automated safety check: Pass | MIT | 28 days ago |
| 48 | 48.Ketch Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but… | 1broseidon/ | 696 | 1 repo | ~3.9k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best data and analytics skill?
Exploratory Data Analysis from spacering-net/codeg ranks first of the 3,530 data and analytics skills listed here, with the highest score: its repository has 3.8k GitHub stars, 15 other GitHub owners carry a copy, its SKILL.md loads about 3.6k tokens and it passes the automated safety check with no findings. Next come Matplotlib and Scikit Learn.
Which data and analytics skills are official?
212 of the 3,530 data and analytics skills are official, published by the vendor's own GitHub organization: Excel Spreadsheet Creation and Editing, Jupyter Notebook, Implement Command, Glue 09 10 Migration, Spatial and 207 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
Explore related skills
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Products these skills work with
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Other categories
- Development15,057
- Frontend & Design5,859
- Backend & APIs6,424
- Testing & QA4,904
- DevOps & Cloud5,486
- Databases2,270
- AI & LLM Engineering4,913
- Agent Workflows8,317
- Documents & Office4,276
- Writing & Content3,844
- Marketing & SEO3,982
- Sales & Support1,788
- Research & Science6,175
- Security3,019
- Productivity & Automation4,118
- Business, Finance & HR4,048
- Legal & Compliance1,640
- Education1,144
- Media & Creative4,289
- Mobile2,786
- Product & Project Management2,437
- Knowledge Management1,458
- Game Development1,703