Data Profiler Skill

Overview

This skill provides comprehensive data profiling capabilities at Basic and Intermediate levels. It analyzes datasets to extract schema information, statistical summaries, data quality metrics, distributions, uniqueness characteristics, and pattern detection.

Profiling Levels

Basic Level

• Row count and column count
• Column names and data types
• Null/missing value counts and percentages
• Min, max, mean, median for numeric columns
• String length statistics for text columns