How to assert that the following two dataframes df1
and df2
are equal?
import pandas as pd
df1 = pd.DataFrame([1, 2, 3])
df2 = pd.DataFrame([1.0, 2, 3])
The output of df1.equals(df2)
is False
.
As of now, I know two ways:
print (df1 == df2).all()[0]
or
df1 = df1.astype(float)
print df1.equals(df2)
It seems a little bit messy. Is there a better way to do this comparison?
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