Agent Mag
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Data Analysis

v2.3.0
datasette · Data & Files
22.1K installs789 starsMITUpdated 2026-04-15

Analyze datasets, compute statistics, generate visualizations, and produce data-driven insights.

analyticsvisualizationstatisticspandas
npx agentmag add data-analysis

About

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

Claude CodeCursorWindsurf

Add Data Analysis to your agent

One command to install. Works with all major coding agents.

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