count nan pandas
#Python, pandas
#Count missing values for each column of the dataframe df
df.isnull().sum()
count nan pandas
#Python, pandas
#Count missing values for each column of the dataframe df
df.isnull().sum()
find nan values in a column pandas
df.isnull().values.any()
to detect if a data frame has nan values
df.isnull().sum().sum()
5
to detect if a data frame has nan values
> df.isnull().any().any()
True
find nan values in a column pandas
df['your column name'].isnull().values.any()
pandas test for nan
>>> import math
>>> x = float('nan')
>>> math.isnan(x)
True
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