Since a few months ago, clan leaders have access to the clan logs, which keep track of members being invited, joining and leaving/being kicked, as well as changes to ranks, leadership changes, war invites and cancels, etc. A date is included in the logs, but those dates aren't public, and I don't think it's a good idea to make them public either.

If you want to know more about an applicant you could contact their previous clan.