Today I found a useful Google feature: Google Takeout, with which you can export all your google data out of Google.
Go to https://www.google.com/takeout/ yo can get the following page(need to log in first):
Then you can choose what kind of data you want to export. Then Google will prepare the data for you. When it’s ready, you can download the zip file to you local file system.