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finding dupes (with a twist)
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finding dupes (with a twist)
In this particular case I would say there is no difference
I guess what bothers you is the use of lambda. Basically that is anonymous function

it's the same to have separate function
def lowercase_email(email):
    return email.lower()

df['Email'] = df['Email'].apply(lowercase_email)
look at pandas.Series.apply
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