Based on these 50 sampled pennies, what can we say about all US pennies in 2019? Let’s study some properties of our sample by performing an exploratory data analysis. Let’s first visualize the distribution of the year of these 50 pennies using our data visualization tools from Chapter 2. Since year is a numerical variable, we use a histogram in Figure 8.3 to visualize its distribution.