Duplicate rows

Due to the way the transaction parser works, duplicate rows may sometimes appear in the database. This is not an error but rather a feature of the parsing process, which sometimes processes the same transaction multiple times for accuracy.

In Python, duplicates can easily be removed using the drop_duplicates function.

Learn more here:

https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.drop_duplicates.html