drop null values in column pandas code example

Example 1: drop if nan in column pandas

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

Example 2: remove rows or columns with NaN value

df.dropna()     #drop all rows that have any NaN values
df.dropna(how='all')

Example 3: drop null rows pandas

df.dropna()

Example 4: dropping nan in pandas dataframe

df.dropna(subset=['name', 'born'])

Example 5: pandas remove rows with null in column

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

Example 6: dropna pandas

>>> df.dropna(axis='columns')
       name
0    Alfred
1    Batman
2  Catwoman