Data Analysis
v2.3.0Data Analysis is an AI agent skill in the Data & Files category. Analyze datasets, compute statistics, generate visualizations, and produce data-driven insights.
npx agentmag add data-analysisAbout
The Data Analysis skill turns your agent into a data analyst. It can load datasets (CSV, JSON, Parquet, SQL), compute statistics, run transformations, generate charts, and write narrative insights — all without manual coding.
Under the hood it uses pandas, numpy, and matplotlib in a sandboxed Python environment. The agent decides what analysis to run based on the data shape and your question, iterating on visualizations until they clearly communicate the answer.
Capabilities
- Load CSV, JSON, Parquet, Excel, and SQL data sources
- Descriptive statistics and distribution analysis
- Data cleaning, transformation, and pivot operations
- Chart generation (bar, line, scatter, heatmap, etc.)
- Correlation analysis and trend detection
- Export results as tables, charts, or reports
Compatible agents
Add Data Analysis to your agent
One command to install. Works with all major coding agents.
Related AI agent resources
Useful Tools
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