Version CloverDX 5.1.1

Common Properties of Data Quality

The Data Quality is a group of components performing various tasks related to quality of your data - determining information about the data, finding and fixing problems, etc. These components have no common properties as they perform a wide range of tasks.

The ProfilerProbe and Validator components are a part of the CloverDX Data Quality package.

Below is an overview of all Data Quality components:

Table 62.1. Data Quality Comparison

ComponentSame input metadataSorted inputsInputsOutputsEach to all outputs[1]JavaCTLAuto-propagated metadata
AddressDoctor 5-
no
11-2
no
no
no
no
EmailFilter-
no
10-2
no
no
no
yes
ProfilerProbe-
no
11-n
yes
no
yes
yes
Validator-
no
11-2
no
no
yes
no

[1]  The component sends each data record to all connected output ports.


See Chapter 62, Data Quality next.