When you $ pip install jupyter
several dependencies are installed. The best way to uninstall it completely is by running:
$ pip install pip-autoremove
$ pip-autoremove jupyter -y
Kindly refer to this related question.
pip-autoremove
removes a package and its unused dependencies. Here are the docs.