validate_email: to Validate email

import pandas as pd
from validate_email import validate_email
my_email={'email':['Ravi','abc@example.com','Alex',
                   'Ron.23@my_domain.com']}
df = pd.DataFrame(data=my_email)
df['valid_email'] = df['email'].apply(lambda x:validate_email(x))
print(df)
print(df[df['valid_email']]) # only valid emails ...

                  email  valid_email
0                  Ravi        False
1       abc@example.com         True
2                  Alex        False
3  Ron.23@my_domain.com         True
                  email  valid_email
1       abc@example.com         True
3  Ron.23@my_domain.com         True

pip install validate_email