Data ModuleΒΆ

This module provides data statistical analysis and data validation functions.

Data explorer package contains various data analyzers for a range of data types. Each analyzer feeds on incoming samples of a particular data type and generates aggregated statistics for all previously fed samples. Currently supported data types include categorical, numerical, datetime and text.

Data validator package mainly hosts two types of validators: a dataframe validator which is capable of single-dataframe validation and multi-dataframe relation validation, and an enum validator for possible enum keys validation.