I haven't tried it out myself, but my friend told me if you crop your photo (and save as a new pic) then all the metadata is lost.
It all depends from the software you are using: it may or may not keep the exif in the new file. Sometimes the software could also save additional infos in your new file.
Beside that, often there're settings in the software where you can choose how it must treat these data.