pandas vs numpy packages in python
Yes, there is a speed difference.
Feel free to post your timeit benchmark figures.
Are pandas iterrows fast compare to np.where on a smaller dataset? I heard numpy is always efficient compared to pandas?
I was surprised to see that when I used iterrow in my code vs numpy's np.where on a small dataset, iterrows execution was fast.