I\'m using ipython notebook by connecting to a server I don\'t know how to download a thing (data frame, .csv file,... for example) programatically to my local computer. Because
Run this in separate cell in one of the notebooks:
!tar cvfz zipname.tar.gz *
To cover more folders up the tree, write ../ before the * for every step up the directory.
tar cvfz zipname.tar.gz ../../*
The file zipname.tar.gz will be saved in the same folder as your notebook.
Also if files size is too large execute the following in same notebook block
!split -b 200m allfiles.tar.gz allfiles.tar.gz.part
Alternatively you can use this extension https://github.com/data-8/nbzip