Introducing Radical.sh

Forget Code launches a powerful code generator for building API's

Mask few columns in dataframe in Pandas

  1. Forget Code
  2. Pandas
  3. Mask few columns in dataframe
In pandas, replace function can be used to mask few columns data.

Example : Masks phone number data in column1 and column2 of the data frame 
df[['column1','column2']] = df[['column1','column2']].replace('([2-9]\d{2}-\d{3}-\d{4})|(\d{10})|(\+?\d{2}\s+-?\s+\d{10})', 'MASKED', regex=True)