Obviously, the easiest way to mess up and create inconsistent data is by duplicating data, especially if you also apply filters and transformations. When people discover your table later, they won't know how you derived the data from the original table. If you applied filters, they will usually notice that you table has fewer records, but they won't know what you did with the data to obtain this particular subset of data. Therefore, avoid duplicating data as much as you can.