Guest Lecture from NCSA AVL on SciViz & More web dev with Altair and Jekyll

We talk a little bit about publishing and add in some Altair in Python/Jekyll.

Extra files

Full corgi dataset available here.

Optional reading list

Streamlit docs - in particular matplotlib plots
Streamlit on HuggingFace
Altair Docs - in particular Including Indexes, Interactivity & Selections, Multi-line tooltips, Interactive Binning, Filter Transformations
This blog post for a walkthrough of deploying a Streamlit space on HuggingFace

Lectures

Lecture 12.1 - Announcements

Short announcements before our guest lecture.

Examples

Prep Streamlit Files, Week 13

In class notebook

In class Streamlit Files, Week 13

Updating storage of Jekyll files in class

Data

The Mobility dataset (online)

A dataset of USA "mobility" which (I think comes from a a large census study from 1989-2015) and is collected in several places including right here. Here "mobility" is referring to how easy it is for a person to move up in economic status (more info can be found here) based on factors like parental income, location, race, etc.