python pandas/numpy

import pandas as pd
pd.merge(dataframe1,dataframe2,on='common_field',how='outer')

replace NaN

dataframe1.fillna(0) #replace NaN to 0

transform from dataframe to Numpy array


np.array(dataframe['column'])