Easiest way to install anonympy is using pip. Installing the library from source code is also possible. Or you could download this repository from pypi and run the following: More …

Aug 13, 2018 · It provides a DataFrameMapper class that makes working with pandas DataFrames easier as it allows for changing the encoding of variables in fewer lines of code.

Feb 22, 2022 · Fortunately, several options exist within Python to anonymize names and easily generate fake personnel data. Follow the examples below and download the complete Jupyter …

Apr 25, 2023 · In this article, we will explore four different techniques for data anonymization in Python: randomization, aggregation, masking, and perturbation. Performing data …

Dec 24, 2017 · For this post, I’ll explore using the Faker library to generate a realistic, anonymized dataset that can be utilized for downstream analysis.

Nov 1, 2021 · Anonymization library for python. AnonyPy provides following privacy preserving techniques for the anonymization. Anonymization method aims at making the individual record …

Apr 4, 2025 · This is a fork of the python library AnonyPy providing data anonymisation techniques. AnonyPyx adds further algorithms (see below), introduces a declarative interface …

Anonymization library for python. AnonyPy provides following privacy preserving techniques for the anonymization. Anonymization method aims at making the individual record be …

Aug 9, 2020 · Numpy offers an in-built MaskedArray module called ma. The masked_array() function of this module allows you to directly create a "masked array" in which the elements …

Jul 12, 2021 · Scrambling techniques are encryption and hashing or to mask your data— Some of the information is hidden using random characters or **** for example. Scrambling and …