data-analyst

This skill provides comprehensive capabilities for data analysis workflows on CSV datasets. It automatically analyzes missing value patterns, intelligently imputes missing data using appropriate statistical methods, and creates interactive Plotly Dash dashboards for visualizing trends and patterns. The skill combines automated missing value handling with rich interactive visualizations to support end-to-end explor...

The data-analyst skill provides three main capabilities that can be used independently or as a complete workflow:

Missing Value Analysis Automatically detect and analyze missing values in datasets, identifying patterns and suggesting optimal imputation strategies.

在分析 CSV 資料集、透過智慧插補處理缺失值以及建立互動式儀表板以視覺化資料趨勢時，應使用此技能。使用此技能來執行涉及資料品質評估、自動缺失值檢測和填充、統計分析以及產生 Plotly Dash 儀表板以進行探索性資料分析的任務。 來源：auldsyababua/instructor-workflow。