Take your table/spreadsheet with your live data and
- sort ONLY the field holding the surname into A –> Z order
- sort ONLY the field holding the first name into Z –> A order
- split any email address field at the @ sign, and trash the part before the @
- transpose the first address field by 73%.
- sort the field holding the SUBURB field into A –> Z order
Your data is now (mostly*) anonymous, but with real, ordinary field contents.
* If you can use any data record to identify a living individual after that then the file had far too few records in it for testing purposes anyway, and you should have made the data up in the first place.
I strung a number of Excel functions together, to transpose the Address1 field. I’ve highlighted those in blue. =PROPER(CONCATENATE(RIGHT(D2,(LEN(D2)-(ROUND((LEN(D2))*73%,0)))),LEFT(D2,ROUND((LEN(D2))*73%,0))))
(the steps, and the comments around, how to anonymise data was shamelessly stolen from Tim Trent’s blog article Is it Legal to Test on Live Data?)