| 1234567891011121314151617181920 |
- def pseudonymize_row(row):
- """
- Replace some identifying information with others:
- - Fake name
- - Birthdate is replaced with the age
- """
- anonymized_row = row.copy()
- # using Faker (https://faker.readthedocs.io/en/master/), we generate fake names
- if anonymized_row['Gender'] == 'Female':
- anonymized_row['Fullname'] = faker.name_female()
- else:
- anonymized_row['Fullname'] = faker.name_male()
- del anonymized_row['Birthdate']
- birthdate = datetime.strptime(row['Birthdate'], '%Y-%m-%d')
- age = today.year - birthdate.year - ((today.month, today.day) < (birthdate.month, birthdate.day))
- anonymized_row['Age'] = age
- return anonymized_row
|
