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.

Create specific chart types for detailed analysis using the visualizecsv.py script.

Generate comprehensive data quality and statistical reports using the dataprofile.py script.

在使用 CSV 檔案建立互動式資料視覺化、產生統計圖、分析資料分佈、建立儀表板或執行自動資料分析時，應使用此技能。它提供了使用 Plotly 進行互動式視覺化的探索性資料分析的綜合工具。 來源：auldsyababua/instructor-workflow。