Alias agreement for imports can reduce costs
Library -> Alias
numpy -> np
scipy -> sp
pandas -> pd
matplotlib -> mpl
matplotlib.pyplot -> plt
seaborn -> sns
datetime -> dt
import numpy as my_numpy_import
import numpy as np
Why you should care
Many well-known libraries have a conventions regarding which alias to use. Choosing a different one will not break the code but makes it less readable and harder to maintain for other developers.
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