All data types

Metrics that support all data types are foundational checks that apply to any column regardless of its data type:

• Count of non-NULL values

• Duplicate percentage

• Minimum and maximum values

• Missing values percentage

• Unique count of distinct entries

These metrics form the backbone of data completeness and consistency monitoring, ensuring every column meets basic quality expectations.