There seems to be a limitation concerning the amount of data which can be transferred between the kernel and the notebook server. You can increase this limit with a command line option:
jupyter notebook --NotebookApp.iopub_data_rate_limit=10000000
Seems to be a new feature in the notebook protocol. 