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data-analysis

用于数据分析任务，提供统计方法和可视化建议

Skill by data-team

IndexedMIT★ 27
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/yaoqin5588-data-analysis

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

用于数据分析任务，提供统计方法和可视化建议

Use cases: data

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/data-analysis

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • run_python

What's inside

Skill name
data-analysis
Description
用于数据分析任务，提供统计方法和可视化建议
License
MIT
Compatibility
需要 Python 环境
Allowed tools
run_python
Metadata
author: data-team · version: 1.0
Instructions
36 lines in SKILL.md · view on GitHub

Files (3)

  • SKILL.md
  • analysis_template.md · support/
  • cleaning_guide.md · support/

SKILL.md (first lines)

# data-analysis

## Overview
此技能提供数据分析能力，包括：
- 数据清洗和预处理
- 探索性数据分析（EDA）
- 统计检验
- 可视化呈现

## Instructions

### 1. 理解数据集
了解数据来源、字段定义、样本量。

### 2. 数据清洗
参考 cleaning_guide.md 进行：
- 处理缺失值
- 识别异常值
- 类型转换

### 3. 统计分析
使用 analysis_template.md 中的模板：
- 描述性统计
- 分布分析
- 相关性分析

### 4. 可视化建议
根据数据类型推荐合适的图表：
- 分布：直方图、箱线图
- 关系：散点图、热力图
- 趋势：折线图、柱状图

### 5. 生成报告
输出分析报告。

From yaoqin5588/langchain_course, MIT.

More from yaoqin5588/langchain_course

Signals

Stars
27
Forks
5
Open issues
1
Last commit (this folder)
Apr 30, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.0
License
MIT
Repository
github.com/yaoqin5588/langchain_course
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql
Cite this page

data-analysis skill. Agent Mart. https://agentmart.dev/skills/yaoqin5588-data-analysis (last updated 2026-10-24)