The objective of this package is to facilitate the preprocessing tasks offered by the {recipes} package in an interactive way.

Lifecycle: maturing

shinyrecipes allows you to carry out preprocessing tasks in a simple and intuitive way. Create your recipe, visualize your data to decide what steps to use, add these steps, prepare your recipe and use it on new data without writing a single line of code.

Find more information in the package web page:


You can install the development version from Github:



In this example we can see a simple case in which we impute the missing values of the variable ‘Ozone’ with the knn algorithm.