AgentSkillsCN

data-analysis

分析数据文件(CSV、JSON),生成洞察、摘要和统计分析。

SKILL.md
--- frontmatter
name: data-analysis
description: Analyze data files (CSV, JSON) and generate insights, summaries, and statistical analysis

Data Analysis

Analyze data files and generate insights, summaries, and visualizations.

Capabilities

  • Load and parse CSV/JSON files
  • Calculate statistics (mean, median, std, percentiles)
  • Detect patterns and anomalies
  • Generate summary reports

Usage

Provide a data file path and specify the type of analysis needed:

  • "summarize" - basic statistics and overview
  • "trends" - identify trends over time
  • "correlations" - find relationships between variables

Example

code
Analyze sales_data.csv and identify top performing products by region.