The Best Data Profiling Ideas. [3] profiling helps to not only understand anomalies and assess data quality, but also to discover, register, and assess enterprise metadata. Data profiling verifies that data columns are populated with the types of data you expect.

Validating that data is consistent and formatted correctly, and performing mathematical checks on. Web types of data profiling structure discovery. Web data profiling is a critical component of implementing a data strategy, and informs the creation of data quality rules that can be used to monitor and cleanse your data.