Data profiling is an important but often overlooked component in ETL pipelines or exploratory data analysis (EDA). It provides a way to look into the data to understand the structure, inter-relationships and dependencies with each other. It can also uncover any data quality issues that may stem inside a data pipeline during migration, preventing data…