Metadata-Version: 2.3
Name: complexifier
Version: 0.1.2
Summary: A library to make data worse
Project-URL: Homepage, https://github.com/ruyzambrano/complexifier
Project-URL: Issues, https://github.com/ruyzambrano/complexifier/issues
Author-email: Ruy Zambrano <ruyzambrano@gmail.com>
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.8
Description-Content-Type: text/markdown

# Complexifier

This makes your pandas dataframe even worse

## Dependencies

- `pandas`
- `typo`
- `random`

## Installation

`complexifier` can be installed using `pip`

```sh
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`