Question

Column Ship Mode has 4 categories - First Class, Second Class, Same Day and Standard Class, and the Segment has 3 - Consumer, Home Office, Corporate.

Now let's say you want to visualise how the average Profit varies across every Segment - Ship Mode combination (like Consumer - First Class, Corporate - Standard Class and so on). Which of the following visualisations can be utilised for the same?
Now let's say you want to visualise how the average Profit varies across every Segment - Ship Mode combination (like Consumer - First Class, Corporate - Standard Class and so on). Which of the following visualisations can be utilised for the same?

Histogram

Box Plot

Scatterplot

Heat map

Answer 1

Answer:

Heat Map

Explanation:

Here, you're trying to analyse how a numerical variable changes across two categorical variables. So, you can create a table where the rows denote the Segment variable whereas the columns denote the Ship Mode. Thus, each cell would correspond to a particular Segment - Ship Mode pair and its value would be given by the corresponding average Profit for the same. Once this grid is created, you can easily use a heat map to plot the values and visualise how the average Profit changes across the various Segment - Ship Mode combinations.

Answer 2

• In this question, there are 4 categories that have 3 segments each so this is a multidimensional data that would show the profit of each category segment combination.
• Heatmap visualization graph is in general used to represent multidimensional statistical data where the value of each data head is shown using colors.
• Most commonly a heatmap uses a warm-to-cool color scheme, with the warm colors representing high-value data and the cool colors representing low-value data.
• So the best method to illustrate this data in a graphical representation would be a Heat Map.