in stata, the numerical codes seem to translate into text.
The Stata Command file that is generated with your Data extract includes value labels for many variables. When value labels are present, the default behavior for most Stata functions is to use the value labels when displaying results. The ‘nolabel’ option can be used with most functions to display the underlying numeric code instead of the value label.
I hope this helps.