Getting the most out of your pandas

Presentation at PyConZA 2017.

Repository contents:

PyConZA_2017.ipynb

This was the presentation I gave at the conference. It was intended to be run as a live presentation, using RISE, but due to screen shape issues I ended up running through most of it as a normal jupyter notebook in the browser.

PyConZA_2017_annotated.ipynb ** coming soon **

The same content as the presentation notebook, but with extra explanatory notes.

simulate_loan_application_data.ipynb

A notebook for creating simulated loan application data suitable for importing in the presentation notebooks. I use real (but anonymised and scrambled) data during the presentation.