Numpy is essential for data science no matter what library to use, as long as it is based on Python. The library is for large-scale scientific computing, it takes significantly less amount of memory when involves list operations, such as n-dimensional array calculation, array indexing, etc. Since our project will involve a lot of large scale computing, Numpy would be indispensable.