The third visualization that was selected was a pie chart (Fig. 3). Pie charts are typicallyused quick comparison across various categories as it shows parts or percentages of a whole,however this becomes more difficult to read as the data set becomes larger without leaving outsome information or changing to averages rather than counts (Harvey, 2019). The pie chart does a fine job of comparing customer age, credit score, and estimated salaries and does readily display any trends within the data