Leading Spaces - This will remove any spaces that occur at the beginning of values (e.g. “ John Smith”).


The following Matrix Design will remove all leading spaces from City, State & ZIP.



When you select these options, you will instantly see the removal of these characters on the Data Preview window.


Once you have created the Matrix for your dataset, you can then run the entire cleaning process by clicking the Run Clean button.