You can either work online, via MyBinder, or locally.
Go to: https://mybinder.org/v2/gh/keckelt/Python-Heatmap-and-Scatterplot-Matrix/master?urlpath=lab and open the template notebook.
Checkout this repo and change into the folder:
git clone https://github.com/keckelt/Python-Heatmap-and-Scatterplot-Matrix.git
cd Python-Heatmap-and-Scatterplot-Matrix/
You can reuse the conda environment from the tutorial:
conda activate python-tutorial
Then launch Jupyter :
jupyter lab
Goto http://localhost:8888/ and open the template notebook.
Perform the following tasks. Then download the notebook as HTML and submit it. You can use all or a subset of the data for the tasks. Additional data-wrangling may be necessary.
- Inspect the data and attributes, e.g. with head(), and dtypes.
- Select more than two attributes attributes (e.g. those of 2017) and create a scatterplot matrix.
- Create a color-coded scatterplot matrix using the same attributes and an additional categorical attribute, e.g. with altair.
- Interpret the results.