Consider creating helper functions to standardize different schemas such as different delimeters for csv files as well as type conversion and edge case handling i.e. "twenty" vs "20". Weigh other considerations such as the pros and cons of using a dictionary of dataframes (i.e. fast lookups but high memory usage).