Depending on the method of your join, you can remove the second instance of a column beforehand. 

One example is if you're using the DataFusion, in the Preview window at the bottom, you can click the dropdown arrow next to the column name and say 'Ignore Column'. This will remove the duplicate from

your final dataset.

If your using another method of joining, just let me know and I'll try to help out.