pandas dropna specific column 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()
df.dropna(how='all')
Example 3: drop columns with nan pandas
>>> df.dropna(axis='columns')
name
0 Alfred
1 Batman
2 Catwoman
Example 4: drop na pandas
>>> df.dropna(subset=['name', 'born'])
name toy born
1 Batman Batmobile 1940-04-25
Example 5: Returns a new DataFrame omitting rows with null values
df4.na.drop().show()
Example 6: dropna for specific column pandas
df = df[df['EPS'].notna()]