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A library to make data worse

Project description

Complexifier

This makes your pandas dataframe even worse

Dependencies

  • pandas
  • typo
  • random

Installation

complexifier can be installed using pip

pip install complexifier

Usage

Once installed you can use complexifier to add mistakes and outliers to your data

This library has several methods available:

introduce_spag_error: Each item in your pandas has a 10% chance to receive a random spelling error in the data

add_or_subtract_outliers: Adds

  • add_standard_deviations
  • duplicate_rows
  • add_nulls

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