In addition to the general purpose charts discussed in the previous chapter, there are also statistical charts that do more than just display raw data — they calculate statistical insights.

These charts are crucial for visualizing data distributions and uncovering underlying patterns, which are key for thorough data analysis.

By understanding these visualizations, you can gain deeper insights into dataset variability, central tendency, and outliers.

Task

Now, let's create some visualizations:

• Plot a histogram for the Marketing_Expense column.
• Generate a box plot using the Region and Units_Sold columns. Remember, you can select multiple columns by holding the Ctrl key while clicking.