Category

Best data and analytics skills for Claude Code, Codex and other agents.

Skills for working with data: analysis, visualization, statistics, machine learning, ETL pipelines, scraping and dashboards.
skills
3,530
official
212

Data & Analytics skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Data & Analytics skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.

spacering-net/codeg3.8k15 repos~3.6kAutomated safety check: PassMITtoday
2

Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~2.9kAutomated safety check: PassMIT4 mo ago
3

Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~3.9kAutomated safety check: PassBSD-3-Clause4 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/firecrawl189k1 repo~1.4kAutomated safety check: NotesISCtoday
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/deer-flow83k2 repos~840Automated safety check: PassMITtoday
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/web-access9.1k4 repos~2.2kAutomated safety check: PassMIT1 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/Agent-Reach93k—~1.4kAutomated safety check: PassMIT22 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/skills180k4 repos~2.1kAutomated safety check: PassProprietary2 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/diagram-design44k1 repo~7.5kAutomated safety check: PassMITyesterday
10

Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training.

google-research/timesfm34k—~4.7kAutomated safety check: PassApache-2.07 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/firecrawl189k1 repo~944Automated safety check: PassISCtoday
12

Adds web search, scraping, structured extraction and browser interaction to application code using Firecrawl's scrape, search and interact endpoints.

firecrawl/firecrawl189k—~2.1kAutomated safety check: NotesISCtoday
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/AI-Research-SKILLs13k9 repos~3.3kAutomated safety check: PassMIT3 mo ago
14
14.Jupyter NotebookOfficial

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/ai-agents-for-beginners77k8 repos~1kAutomated safety check: PassApache-2.018 days ago
15

This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.

tradermonty/claude-trading-skills3k5 repos~4.6kAutomated safety check: PassMITyesterday
16

Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown.

bytedance/deer-flow83k4 repos~2.2kAutomated safety check: PassMITtoday
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/nature-skills46k—~2.9kAutomated safety check: PassApache-2.0today
18

Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.

mims-harvard/OptimusKG14619 repos~6.3kAutomated safety check: PassMIT16 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/firecrawl189k1 repo~731Automated safety check: PassISCtoday
20

Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause4 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/claude-seo18k1 repo~4.2kAutomated safety check: PassMIT2 days ago
22
22.Tmux

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

trpc-group/trpc-agent-go1.8k23 repos~868Automated safety check: PassApache-2.0today
23

Generates single-file HTML charts and full-page reports from real gallery templates, using a grayscale base with optional color presets.

larashero3-dotcom/lieflat-charts6k1 repo~4.5kAutomated safety check: PassCC-BY-NC-4.01 mo ago
24

Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation.

davila7/claude-code-templates32k10 repos~2.8kAutomated safety check: PassMITtoday
25

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.

spacering-net/codeg3.8k3 repos~5kAutomated safety check: PassMITtoday
26

Zero-shot time series forecasting with Google's TimesFM foundation model.

zLanqing/codex-claude-academic-skills4.6k6 repos~7.5kAutomated safety check: NotesApache-2.04 mo ago
27

Add a new ONNX operator or update an existing operator to a new opset version.

onnx/onnx22k—~1.2kAutomated safety check: PassApache-2.0today
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/firecrawl189k1 repo~1.1kAutomated safety check: PassISCtoday
29

When the user wants to set up, improve, or audit analytics tracking and measurement.

Nexus-JPF/note-companion8696 repos~2.2kAutomated safety check: PassMIT4 days ago
30

Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause4 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/skyvern23k—~2.9kAutomated safety check: PassAGPL-3.0today
32

Runs RuView's WiFi sensing applications: presence, vital signs, activity and fall detection, pose estimation, sleep monitoring and environment mapping.

ruvnet/RuView97k—~1.1kAutomated safety check: NotesMITtoday
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/skills6.1k2 repos~1.5kAutomated safety check: PassMIT1 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/browser-harness18k—~3.6kAutomated safety check: PassMIT9 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/dplyr5.1k1 repo~2.3kAutomated safety check: PassUnknown4 mo ago
36

Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.

Trae1ounG/paper-plot-skills8611 repo~583Automated safety check: PassNo licence5 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/tradingview-mcp6.8k3 repos~515Automated safety check: PassUnknown2 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/Skill_Seekers15k—~760Automated safety check: PassMIT6 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/MathModelAgent6.2k—~627Automated safety check: NotesNo licence4 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/figures4papers8.1k—~557Automated safety check: PassUnknownyesterday
41

Creating interactive data visualisations using d3.js. An agent skill from calesthio/OpenMontage.

calesthio/OpenMontage65k3 repos~5.4kAutomated safety check: PassAGPL-3.04 days ago
42

Diagnose and fix ModuleNotFoundError in Nuitka standalone binaries caused by missing implicit imports.

Nuitka/Nuitka15k—~519Automated safety check: PassAGPL-3.0today
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/skills6.1k2 repos~1.5kAutomated safety check: PassMIT1 mo ago
44

Add a function body definition to an ONNX operator, defining how it decomposes into simpler ops.

onnx/onnx22k—~1.1kAutomated safety check: PassApache-2.0today
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/Vibe-Trading35k—~1kAutomated safety check: PassMITyesterday
46

Academic-grade scientific figure creation for Nature/Cell/Science journals.

TingxiYu/academic-figure-skill4741 repo~7kAutomated safety check: PassApache-2.02 mo ago
47

Comprehensive guide for AntV L7 geospatial visualization library.

antvis/L74.1k—~1.4kAutomated safety check: PassMIT28 days ago
48

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/ketch6961 repo~3.9kAutomated safety check: PassMITtoday

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.