Automatically analyzes CSV files and generates comprehensive statistics with intelligent, context-aware visualizations.

• Intelligently adapts analysis to data type (sales, customer, financial, operational, survey) by inspecting columns first, then runs relevant analyses without asking
• Generates only applicable visualizations: time-series plots for date columns, correlation heatmaps for multiple numeric columns, distributions for categorical data
• Provides complete output in one response including data overview, summary statistics, missing data analysis, and actionable insights
• Built on pandas and matplotlib with automatic date column detection and graceful missing data handling