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

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