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.