From the Apple User Guide for the Financial Reports (available at bottom of iTunes Connect page):
We do not store or regenerate the data after the periods have expired
(14 rolling days and 13 rolling weeks); you will need to download and
store this data on a regular basis if you intend to use it in the
future.