width=

The packages which make up the tidyverse form the bedrock of data preparation in R. Perhaps none are as useful as dplyr and tidyr. Here’s a cheat sheet for the two libraries.


Originally posted at www.rstudio.com/

Rstudio

RStudio provides open source and enterprise-ready professional software for the R statistical computing environment. We started RStudio because we were excited and inspired by R. RStudio products, including RStudio IDE and the web application framework RStudio Shiny, simplify R application creation and web deployment for data scientists and data analysts.


Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 424

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 454

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 648

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 419

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 424

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 449

Notice: A non well formed numeric value encountered in /home/odsc1733/public_html/opendatascience.com/wp-includes/media.php on line 454