Open tools and open mindset

Why should I be bothered?

2 reasons

You can do more

You can do it better

open

knowledge should be open

science should be open

What does it mean?

transparency

accessibility

reproducibility

How the Turing Way defines reproducible research

What is stopping us?

fear

recognition

How?

PyData ecosystem

Scientific Python

Starting today with pandas.

Jupyter

Looking for help

Geographic Data Science with Python by Rey, Arribas-Bel, and Wolf (2023)

Teams

Documentation

stackoverflow.com

Google

chatGPT, Bing Chat, Gemini, Jupyter AI, GitHub CoPilot

Asking for help

identify an issue

formulate the question

think about the answer

rinse and repeat