Clean datasets and generate statistics, correlations, and visualization templates.
npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill data-analyst-cn
Please help me install this Agent Skill. Skill: data-analyst-cn Source: https://github.com/SJTU-IPADS/SkVM-data/tree/main/skills/data-analyst-cn Command: npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill data-analyst-cn
数据分析工作中常面临数据清洗困难、统计分析复杂、可视化与报告产出耗时的问题。本 Skill 提供统一的清洗、分析与可视化建议，帮助数据分析师、产品经理和运营快速获得可用洞察。
加载你的数据集并让系统自动完成清洗、分析与可视化建议以生成分析报告。
High-intent search queries and answers about installing and using this skill.
Automate data cleaning by loading your dataset into the system to identify data quality issues, handle missing values, format entries, and remove duplicates for product analytics workstreams.
Generate descriptive statistics and correlation analysis by applying the built-in python templates to your prepared dataset, enabling quick discovery of insights and decision support.
Create visualization guidance by utilizing the provided reusable Python code templates, which help quickly generate visual implementations tailored for operations reports and various data analytics workstreams.
You can use this solution for datasets of varying formats; loading your dataset triggers automated data cleaning, preparation, and analysis directly without requiring extensive manual preprocessing.
No specific dependencies or components are required to run the statistical analysis templates, as the solution operates independently to apply descriptive statistics and automated cleaning logic.
Data preparation workflows fail when raw datasets contain unresolved quality issues; this solution resolves them through automated cleaning, statistical analysis, and report template generation for shareable results.
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