Question $3(25$ pts$)$: For each cluster, generate visualizations to illustrate the key features that differentiate each group.

Explain in a comment how the chart type you chose to use is a good choice for showing someone else the differences between the clusters.

Note:

Only visualize features that help us differentiate each cluster $($ie results from Q$2).$

Four graphs should be created $-$ one for each differentiating feature for each of the two clusters