Chapter 62. Data Quality
|Common Properties of Data Quality|
Some components are focused on determining and assuring the quality of your data. This group of components is called Data Quality.
Data Quality serve to perform multiple and heterogeneous tasks.
As Data Quality are heterogeneous group of components, they have no common properties.
We can distinguish each component of the Data Quality group according to the task it performs.
EmailFilter validates email addresses and sends out the valid ones. Data records with invalid email addresses can be sent out through the optional second output port.
ProfilerProbe performs statistical analyses of data flowing through the component. It is a part of the CloverDX Data Quality package.
Validator allows you to specify a set of rules and check the validity of incoming data based on these rules. It is a part of the CloverDX Data Quality package.