Create binary DataFrame based on conditions and two DataFrames

Published: 02 November 2022
on channel: ExplainHowToSimply
200
3

This short Python tutorial shows how to create a binary DataFrame containing ones and zeros (0/1) based on one or several conditions and two DataFrames. First we create a DataFrame containing values of 1 (or -1) if the value in DataFrame df1 is bigger than the value in DataFrame df2. The second example shows a methodology to include several conditions for comparing the two DataFrames df1 and df2. The new DataFrame df3 is created with pd.DataFrame() and the conditions can be defined with different methods:
np.where()
np.select(condition, choices)
astype(int)


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