As someone who often works with Python scripts, Jupyter Notebook is my favorite tool for making notes during lectures and sharing my painstakingly-written code with my programming friends and rivals.

If you're working in a Jupyter notebook, any plots you make will appear in a separate window rather than in the notebook. You might want to change this to inline display with a "magic command": ...