Comparing Great Expectations and pandas profiler – when to use what

Pandas profiling and Great Expectations are both valuable tools for data profiling and analysis, but they have different strengths and use cases. Here’s a comparison between the two tools.

	Pandas Profiler	Great Expectations
Data Exploration	Provides quick insights and exploratory data summaries	Focuses on data validation and documentation
Data Validation	Limited data validation capabilities	Advanced data validation with explicit Expectations and rules
Customization	Limited customization options	Extensive customization for defining Expectations and rules
Learning Curve...