Using Jupyter Notebook with Django

These are the notebooks used for my presentation at the Django Boston Meetup. On GitHub, view any of the .ipynb files to see a rendered version. Alternatively, clone the repo, and view the contents of the html directory in a web browser. Note that running these notebooks requires a functioning clone of my band's website, which is beyond the scope of this presentation.

If you have questions or comments, please open an issue, for easier discussion. 👍

Further Reading

• django-extensions: Provides the shell_plus management command that makes it easy to run a notebook server in your Django project

Jupyter Notebook

• Notebook Basics: One of several example notebooks in the Jupyter docs
• IPython Examples: Notebooks demonstrating the features of the backend (aka "kernel") used for running Python code in Jupyter Notebook
• Jupyter Notebook Tutorial from DataCamp
• Powered By Jupyter: A Survey of the Project Ecosystem

Pandas

• 10 Minutes to pandas: A reasonable entry point into Pandas' extensive documentation
• Pandas: .head() to .tail(): Tutorial video, with links to a repo of notebooks with exercises
• TomAugspurger/effective-pandas: A GitHub repo with a series of notebooks "on writing idiomatic pandas code"

Visualization

• Overview of Python Visualization Tools
• A Dramatic Tour through Python’s Data Visualization Landscape