Hey @thepycoach the "aggfunc" fucntion is also trying to sum the non numeric tables and gives an error about datatype mismatch. It doesn't automatically exclude the non numeric columns like you have show in the video. I have to manually exclude or drop the non numeric columns before applying the "aggfunc" function to the dataset to run the code.