Safeguard the initial data file!
Say your initial data file is named "mydata.sav". It is a good practice to never modify that file by syntax. Instead, the first time you save the data file by syntax, save it under a new name such as "mydata mod.sav". This is necessary to avoid accidentally crippling you original data file with commands such as