You have recently joined the international audit team at a large company responsible for janitorial work at many different local businesses. Because of the significant number of consumables used in janitorial work, your company has a large purchasing department. You have been asked to analyze the purchases data set for potential frauds.

Steps/Questions

1. Verify the values in the Quantity and Total columns. Are any missing or abnormal values present?