Shuffling data values to restrict the use of actual sensitive data

This scenario applies only to Talend Data Management Platform, Talend Big Data Platform, Talend Real Time Big Data Platform, Talend Data Services Platform, Talend MDM Platform and Talend Data Fabric.

For more technologies supported by Talend, see Talend components.

With the tDataShuffling component, you can shuffle sensitive information to replace it with other values for the same column from a different row, allowing production data to be safely used for purposes such as testing and training.

This scenario describes a Job which uses:

• the tFixedFlowInput component to generate personal data including credit card numbers,

• the tDataShuffling component to shuffle original data and replace values with other values for the same column from a different row,

• the tFileOutputExcel component to output the shuffled data set.