%0 Figure %A lortie, cj %D 2016 %T Data science and open science Venn Diagram %U https://figshare.com/articles/figure/Data_science_and_open_science_Venn_Diagram/3652539 %R 10.6084/m9.figshare.3652539.v1 %2 https://ndownloader.figshare.com/files/5741442 %K ecology %K open science %K open data %K rstats %K statistics %K data science %K Venn diagram %K heuristic %K Science Policy %X Data science can be used to promote open science though effective use of R. Communication of code, workflows, and data science insights are fundamental processes associated with open science. Tidy data science as described in the book 'R for Data Science' by Garrett Grolemund & Hadley Wickham is an excellent example of open science through thoughtful, transparent data science.