As we try to understand the data that we scraped from Zappos, we will want to understand the ways in which the variables are related with each other.
Which variable has scores that are most strongly related with price?
Which variables are most strongly correlated with customers overall ratings of shoes?
Correlograms give us a relatively quick way to visualize the correlation coefficients between all of the variables in our data set.