remove none from dataframe code example

Example 1: if none in column remove row

import pandas as pd
df = df[pd.notnull(df['Gender'])]

Example 2: dropna threshold

#dropping columns having more than 50% missing values(1994/2==1000)
df=df.dropna(thresh=1000,axis=1)