Topic · Data & Analytics

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

Skills that load a dataset, answer questions about it and report what the numbers show.
skills
547
official
15

Data analysis skills, ranked

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

Data analysis 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

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
3

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
4

Perform bounded, local exploratory analysis of explicitly supported scientific files.

Oleafly/Oleafly2052 repos~3.4kAutomated safety check: NotesMITtoday
5

CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper from problem selection through modeling…

handsomeZR-netizen/mathmodel-skill292—~2.5kAutomated safety check: PassMIT11 days ago
6

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh).

cortega26/chile-hub1132 repos~1.5kAutomated safety check: PassMITyesterday
7

Takes a Kaggle competition from rules and validation design through baselines, ensembling and notebook architecture to a scored submission.

FrankS-IntelLab/agentic-kaggle-skill188—~4kAutomated safety check: PassMIT3 mo ago
8

Hire specialised agents to handle any task — data analysis, trading, content generation, research, on-chain operations, 3D printing, physical goods, gift delivery, and more.

Virtual-Protocol/openclaw-acp1681 repo~6.4kAutomated safety check: PassNo licence4 mo ago
9

Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault.

mcncarl/yichen-skills4.3k—~1.3kAutomated safety check: PassUnknown3 days ago
10

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.

zLanqing/codex-claude-academic-skills4.6k9 repos~2.3kAutomated safety check: NotesGPL-3.04 mo ago
11

Fetch a region of cis-eQTL summary statistics from EBI eQTL Catalogue v7+ via tabix-on-FTP.

ClawBio/ClawBio1.2k1 repo~4.3kAutomated safety check: PassMITyesterday
12

Use this skill before any data analysis, transformation, or modeling.

aiming-lab/MetaClaw3.5k—~230Automated safety check: PassMIT4 mo ago
13

Raccoon (小浣熊) Data Analysis - Remote code interpreter and data visualization service powered by SenseTime.

SenseTime-Copilot/raccoon-dataanalysis-skill137—~1.9kAutomated safety check: PassNo licence6 mo ago
14
14.WeaviateOfficial

Search, query, and manage Weaviate vector database collections.

weaviate/agent-skills105—~1.8kAutomated safety check: PassBSD-3-Clauseyesterday
15

This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations.

5zjk5/prompt-engineering127—~2.6kAutomated safety check: PassNo licence22 days ago
16

Takes a user through building a Meridian marketing mix model, from loading CSV data and mapping columns to running EDA, fitting and saving the model.

google/meridian1.6k—~2.5kAutomated safety check: PassApache-2.0today
17

Handles pandas DataFrame work: cleaning, merging, groupby aggregation, pivots, time-series resampling and memory tuning, with checks on dtypes, shapes and nulls.

Jeffallan/claude-skills12k1 repo~1.5kAutomated safety check: PassMIT4 days ago
18

Build and risk-screen a compact role-based method shortlist for a mathematical-modeling subquestion.

zhnnky329/MathModeling-skills1.1k—~1.6kAutomated safety check: PassMIT13 days ago
19

Queries the data warehouse with SQL and answers business questions about data.

astronomer/agents450—~1.3kAutomated safety check: PassApache-2.0yesterday
20

Fetch a region of GWAS summary statistics from the NHGRI-EBI GWAS Catalog harmonised collection via tabix-on-FTP.

ClawBio/ClawBio1.2k1 repo~3.5kAutomated safety check: PassMITyesterday
21

Pulls Google Analytics 4 data through the Data API with TypeScript scripts and turns it into a daily SEO report or prioritized traffic and bounce-rate recommendations.

LichAmnesia/lich-skills234—~2kAutomated safety check: NotesMIT3 mo ago
22
22.KqlOfficial

KQL language expertise for writing correct, efficient Kusto queries using the Fabric RTI MCP tools.

microsoft/fabric-rti-mcp131—~6.2kAutomated safety check: PassMIT6 days ago
23

Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals.

lingzhi227/agent-research-skills383—~886Automated safety check: PassNo licence7 mo ago
24

Counts messages per member in a WeChat group on macOS, tags how active each person is, and shows the results in a web dashboard with a JSON API.

punk2898/wechat-group-stats121—~2.8kAutomated safety check: NotesMIT4 mo ago
25

Systematic database and table profiling for DBX Studio. An agent skill from Dbxstudio/dbx-studio.

Dbxstudio/dbx-studio1031 repo~460Automated safety check: PassApache-2.02 mo ago
26

Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server.

napjon/krisk118—~702Automated safety check: PassBSD-3-Clause6 days ago
27

Deprecated sampler that captures short windows of the Bluesky firehose, clusters trending terms and builds an HTML report; replaced by the browsing-bluesky skill.

oaustegard/claude-skills1501 repo~1.4kAutomated safety check: PassMIT5 days ago
28

Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.

w95/awesome-claude-corporate-skills2351 repo~1.8kAutomated safety check: PassMIT7 mo ago
29

Loads, cleans, aggregates and joins tabular data with pandas under a verification rule: every number reported must be one that the code actually printed.

pipeshub-ai/pipeshub-ai3.8k—~1.2kAutomated safety check: PassApache-2.0today
30

A skill your agent uses when you need to write and execute Python/R code to process, transform, and analyze data, delivering reproducible computational results with complete code-level methodology…

openJiuwen-ai/sciencediscovery148—~2.8kAutomated safety check: PassApache-2.05 days ago
31

Generates Scenario Planner data from a fitted Meridian marketing mix model and prepares it for a Looker Studio dashboard through a Colab handoff.

google/meridian1.6k—~1.5kAutomated safety check: PassApache-2.0today
32

Chinese-language stage that turns a math modeling contest problem and its data files into a modeling report with sub-problems, formulas and a task list for coding.

jihe520/MathModelAgent6.2k—~494Automated safety check: NotesNo licence4 days ago
33

Runs exploratory data analysis on tabular data after you confirm each column's measurement level, then writes CSV tables and a narrative summary.

TyrealQ/q-skills108—~1.1kAutomated safety check: PassMIT13 days ago
34

A skill your agent uses when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by…

Kaelio/ktx1.6k—~10kAutomated safety check: PassApache-2.026 days ago
35
35.Azure StorageOfficial

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake.

microsoft/GitHub-Copilot-for-Azure2552 repos~1.3kAutomated safety check: PassMITtoday
36

Walks through single-cell RNA-seq analysis with Scanpy: loading .h5ad and 10X data, QC, normalization, PCA and UMAP, Leiden clustering, marker genes and cell type annotation.

davila7/claude-code-templates32k16 repos~2.8kAutomated safety check: PassMITtoday
37

Sets up Dinobase, a local DuckDB database that syncs data from 100+ business sources, then answers questions across them with SQL joins and previewed write-backs.

kappa90/dinobase263—~1.5kAutomated safety check: PassUnknown3 mo ago
38

Execute read-only SQL queries against multiple PostgreSQL databases.

sanjay3290/ai-skills4301 repo~975Automated safety check: PassApache-2.026 days ago
39

Domain-validated pipeline guidance for EEG/MEG data analysis using MNE-Python: data loading, preprocessing (filtering, ICA, re-referencing), epoching, ERP/ERF computation, time-frequency…

NeuroAIHub/BrainPilot1k—~2.3kAutomated safety check: PassAGPL-3.05 days ago
40

Explores Hugging Face datasets through the read-only Dataset Viewer API: list splits, preview and page through rows, search, filter, and fetch parquet links and statistics.

huggingface/skills11k3 repos~1.1kAutomated safety check: PassApache-2.06 days ago
41

Perform data analysis tasks including data cleaning, statistical analysis, visualization, and insight generation.

xiaoyuge886/aigc1981 repo~794Automated safety check: PassMIT2 mo ago
42

End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures

maxwell2732/paper-replicate-agent-demo1362 repos~1.1kAutomated safety check: NotesNo licence4 mo ago
43

Execute code in E2B sandboxes and integrate with LLMs for tool calling.

agent-sandbox/agent-sandbox218—~2.3kAutomated safety check: PassApache-2.017 days ago
44

Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool.

aipoch/medical-research-skills2k—~1.4kAutomated safety check: PassMIT20 days ago
45

Best practices for multi-step Python tasks including data analysis, HuggingFace datasets, token counting, and any task requiring state across multiple python() calls.

A-EVO-Lab/a-evolve805—~476Automated safety check: PassNo licence1 mo ago
46

Analyze data, process CSV/JSON files, compute statistics, and create data visualizations.

fastclaw-ai/fastclaw1.4k—~410Automated safety check: PassUnknownyesterday
47

Builds, fits, checks and compares Bayesian models in PyMC, from priors and NUTS sampling to variational inference, LOO and WAIC comparison, and diagnostics.

davila7/claude-code-templates32k12 repos~3.9kAutomated safety check: PassMITtoday
48

A skill your agent uses when auditing a product, business, or project ecosystem — analyzing data sources, decision loops, bottlenecks, and implementation contours.

serejaris/personal-corp-os229—~1.3kAutomated safety check: PassMIT3 days ago

Questions, answered from the data.

What is the best data analysis skill?

Exploratory Data Analysis from spacering-net/codeg ranks first of the 547 data analysis 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 Excel and CSV Data Analysis and Neuropixels Data Analysis.

Which data analysis skills are official?

15 of the 547 data analysis skills are official, published by the vendor's own GitHub organization: Weaviate, Meridian MMM Model Building, Kql, Meridian Scenario Planner, Azure Storage and 10 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.