About the Authors

Dan Sholler

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

Affiliation Berkeley Institute for Data Science, University of California Berkeley, Berkeley, California, United States of America

Igor Steinmacher

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

Affiliation School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, Arizona, United States of America

Denae Ford

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

Affiliation Department of Computer Science, North Carolina State University, Raleigh, North Carolina, United States of America

Mara Averick

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

Affiliation RStudio, Inc., Boston, Massachusetts, United States of America

Mike Hoye

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

Affiliation Mozilla Corporation, Toronto, Ontario, Canada

Greg Wilson

Contributed equally to this work with: Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson

greg.wilson@rstudio.com

Affiliation RStudio, Inc., Toronto, Ontario, Canada

Competing Interests

The authors have declared that no competing interests exist.