If you want to install project dependencies without cluttering the system, then you should use a virtual environment.
1. Create venv
$ python -m venv ./venv
2. Join venv
Linux
$ source ./venv/bin/activate
Windows
$ .\venv\Scripts\activate
3. Leave venv
$ deactivate
4. Remove venv
$ rm -r ./venv