CompTIA Data+ (DA0-001) DA0-001 — Question 188

A marketing analytics team received customer transaction data from two different sources. The data is complete and accurate; however, the field names appear to be inconsistent. Given the following tables: Which of the following is considered best practice if the team wants to consolidate the files and conduct further analysis?