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