Python best practices to where do I have install Python and its modules

I am newer coder (if I can call myself like that)

I am having certain problems when run my python code. As you can see in the following information looks like I have installed several versions of python or maybe the same version in different binders. It could be creating problems when I run my code.

Also, I have installed all modules or libraries in another binder.

What I really want to know is what which are the best practices or rules to have a very clean Python and its modules installation.

C:\Users\HP\OneDrive\Python Training>pip list Package Version-------- ------- asgiref 3.7.2 colorama 0.4.6 Django 5.0.2 numpy 1.26.4 pillow 10.2.0 pip 24.0 pyarrow 15.0.0pylance 0.9.18 sqlparse 0.4.4 tzdata 2024.1C:\Users\HP\OneDrive\Python Training>where pythonC:\Users\HP\AppData\Local\Programs\Python\Python312\python.exeC:\Users\HP\AppData\Local\Microsoft\WindowsApps\python.exeC:\Users\HP\OneDrive\Python Training>