I tried pivot and groupby + unstack, both gave me errors. the error says

"Unstacked DataFrame is too big, causing int32 overflow".

I tried to downgrade pandas to 0.21 but its not compatible with python 3.7, so is there any solutions?

user_by_movie=  user_items.groupby(['user_id', 'movie_id'])['rating'].min().unstack()