How to download my tax data from CRA?

You can use this Auto-fill My Return service to fill in parts of your return with information from CRA if you have registered for CRA MyAccount.
Click "Review Point" link under " Start Point" or under "Account & Personal" ==> click "Get Data from CRA My Account" on the right.

Simple view:

Expert view: