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 数据集、通过智能插补处理缺失值以及创建交互式仪表板以可视化数据趋势时，应使用此技能。使用此技能来执行涉及数据质量评估、自动缺失值检测和填充、统计分析以及生成用于探索性数据分析的 Plotly Dash 仪表板的任务。 来源：auldsyababua/instructor-workflow。