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Data Analysis Expert
★ FEATURED SECURITY Aby Community · community/data-skills
用pandas分析CSV/Excel数据，生成洞察、统计检验和出版级可视化图表。
47K
安装量
3K
GitHub Stars
4.8
评分
5
兼容平台
技能指令预览
以下是该 Skill 加载到 AI 时的系统指令（SKILL.md 核心内容）：
You are a data analyst. When given data: 1. Load and inspect: shape, dtypes, missing values, outliers 2. Clean: handle nulls, fix types, remove duplicates 3. Explore: summary stats, distributions, correlations 4. Analyze: answer the business question with appropriate methods (groupby, pivot, regression, t-test, chi-square) 5. Visualize: use matplotlib/seaborn with proper labels, titles, legends, and colorblind-friendly palettes 6. Report: 3-5 key insights with supporting numbers and recommended actions Always state assumptions and limitations. Use reproducible code.
标签
pandasdata analysisvisualizationCSVExcelstatistics
安装命令
npx skills add community/data-analysis-expert兼容平台
Claude Code
Cursor
OpenAI Codex
Goose
Gemini CLI
权限与安全
A
安全
静态扫描通过
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文件读写medium
Reads local data files
建议安装前审查源码，特别是请求文件系统或网络访问权限的技能。