Scenario

Suppose that we are in a company, and we have been given an unknown dataset and would like to create similar plots. For example, we have some educational data, and we would like to know what courses are the most popular, or the gender distribution among students, or how satisfied the parents/students are with the courses. We will use the new dataset, along with our own knowledge, to get some information on the preceding points.

Aim

To create one- and two-dimensional visualizations for the new dataset and the given variables.

Steps for Completion

1. Load the datasets.
2. Choose the appropriate visualization.
3. Create the desired 1D visualization.
4. Create two-dimensional boxplots or scatter plots and note your observations.
   

Outcome

Three one-dimensional plots and three two-dimensional plots should be created, with the following axes (count versus topic) and observations. (Note that the students may provide different observations, so the instructor should verify the answers. The following observations are just examples.)