O'Reilly logo

RStudio for R Statistical Computing Cookbook by Andrea Cirillo

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Preparing your data for analysis with the tidyr package

The tidyr package is another gift from Hadley Wickham. This package provides functions to make your data tidy.

This means that after applying the tidyr package's function, your data you will be arranged as per the following rules:

  • Each column will contain an attribute
  • Each row will contain an observation
  • Each cell will contain a value

These rules will produce a dataset similar to the following one:

Preparing your data for analysis with the tidyr package

This structure, besides giving you a clearer understanding of your data, will let you work with it more easily.

Furthermore, this structure will let you take full advantage of the inner R-vectorized structure. ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required