data-analyst

SKILL.md

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.

This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. Use this skill for tasks involving data quality assessment, automated missing value detection and filling, statistical analysis, and generating Plotly Dash dashboards for exploratory data analysis. Source: mamba-mental/agent-skill-manager.

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