You can export your time log from the My time log tab from the left sidebar as an Excel file. To do that, just click on the Export 2 in the top right corner. You will export five fields: task name, project, date, time, comments.
It is possible to use Filters 1 to export particular data. There you can select the specific filter, choose from the saved filters 3 or clear all applied options 4.