remove nan from dataframe pandas code example

Example 1: drop if nan in column pandas

df = df[df['EPS'].notna()]

Example 2: how to delete nan values in python

x = x[~numpy.isnan(x)]

Example 3: Returns a new DataFrame omitting rows with null values

# Returns a new DataFrame omitting rows with null values

df4.na.drop().show()
# +---+------+-----+
# |age|height| name|
# +---+------+-----+
# | 10|    80|Alice|
# +---+------+-----+

Example 4: drop na in pandas

>>> df.dropna(subset=['name', 'born'])
       name        toy       born
1    Batman  Batmobile 1940-04-25