Pre-registration lets you be clear with your readers whether you were using the data in an exploratory way, to generate hypotheses (‘huh, interesting, variable X seems to be linked to variable Y! We’d better check whether this replicates in a new dataset’), or in a confirmatory way, to nail them down (‘I predicted that variable X would be related to variable Y in this dataset, and sure enough, it is!’).
