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import random | |
import string | |
def anonymize_column(col): | |
""" | |
Anonymizes a column by replacing all values with a random string of 10 characters. | |
Args: | |
col (pandas.Series): A pandas Series object representing a column of data. | |
Returns: | |
pandas.Series: The anonymized column as a pandas Series object. | |
""" | |
def generate_random_string(): | |
""" | |
Generates a random string of 10 characters. | |
Returns: | |
str: The random string. | |
""" | |
return ''.join(random.choices(string.ascii_letters + string.digits, k=10)) | |
return col.apply(lambda x: generate_random_string()) | |