By using PivotChart, we were able to visualize the discrepancies between each of the fields that we were given, specifically with the comparison between male and female (whether it be for average age, occupation, etc.). We can also use PivotChart to compare different fields as well, such as the value of the real estate versus the total number of people in the household. While I did not generate any visualizations that were confusing or misleading, I feel like it would be meaningless to compare the occupations of male householders to female householders, since female householders all were “keeping the house”, and the male householders were primarily farmers.