There are some regular data reports of institutions like OECD, UN, world bank, etc. As these compare various countries, their reports provide at least a first step to some kind of standardized data set.

I think, such international standards are highly desirable, as comparing international economic data is a regular task. But certainly, the individual features of every country may justify, that in some cases a standard approach is not applicable.