I followed the post, Installing an R kernel for IPython/jupyter notebook 3 on OSX, to install jupyter with python3 and R kernels in my iMac.
I have elementaryOS on my Macbook Pro and also want to have jupyter on it. The installation process is quite similar.
Install Jupyter
sudo apt-get install python3-pip
sudo pip3 install jupyter