csv-data-visualizer

This skill enables comprehensive data visualization and analysis for CSV files. It provides three main capabilities: (1) creating individual interactive visualizations using Plotly, (2) automatic data profiling with statistical summaries, and (3) generating multi-plot dashboards. The skill is optimized for exploratory data analysis, statistical reporting, and creating presentation-ready visualizations. Invoke this skill when users request: Create specific chart types for detailed analysis using the visualize_csv.py script. Available Chart Types: Statistical Plots: Relationship Analysis: Time Series: Categorical Data: Output Formats: Specify output file with desired format extension: Generate comprehensive data quality and statistical reports using the data_profile.py script. Text Report (default): HTML Report: JSON Report: What the Profiler Provides: When to Use Profiling: Always recommend running data profiling BEFORE creating visualizations when: Create comprehensive dashboards with multiple visualizations using the create_dashboard.py script. Automatic Dashboard: Analyzes data types and automatically creates appropriate visualizations: Custom output location: Control number of plots: Custom Dashboard from Config: Create a JSON configuration file specifying exact plots: Dashboard Config Format: Dashboard Plot Types: Use this decision tree to determine the appropriate...