Lecture 4.1 - Widgets & Traitlets for Interactivity
The basics of using Traitlets and data binding in visualization.
Beginning interactivity
This week we will learn about ipywidgets and traitlets and apply them to visualizations in Python.
Optional Reading List
- Intro to ipywidgets
- Example Widgets Notebooks
- VAD Ch. 7: Arrange Tables
- FDV, Ch. 7: Visualizing distributions: Histograms and density plots
Lectures
Examples
In Class notebook - (download)
in Class notebook, Week 5
Prep Notebook, Week 5 - (download)
Prep notebook for this week
Extra prep notebook - (download)
Extra prep notebook for Week 5
Past Notebook: spring2019_notes_week04_part1.ipynb - (download)
Past Notebook: spring2019_notes_week04_part2.ipynb - (download)
Data
Illinois buildings dataset
Measurements taken from around Lake Michigan (https://www.ngdc.noaa.gov/mgg/greatlakes/michigan.html)