Visitors   Views   Downloads

Declutter your R workflow with tidy tools

View preprint
RT @franzViz: Declutter your R workflow with tidy tools - paper via @PeerJPreprints https://t.co/VcXjDNrsy0 #rstats #tidyverse
I'd like to walk through the examples in Declutter your R workflow with tidy tools, by @zevross, @hadleywickham and @drob (https://t.co/ryPO243rz3). Is there an easy way to get their shakespeare.csv?
89 days ago
@PeerJPreprints @hspter @JennyBryan Declutter your R workflow with tidy tool https://t.co/qQcHOAMKIV via @PeerJPreprints by @zevross, @hadleywickham, and @drob
158 days ago
he philosophy of the tidyverse is similar toand inspired by the “unix philosophy” (Raymond 2003), a set of loose principles that ensure most command line tools play well together https://t.co/Et87p0K2cM
159 days ago
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
159 days ago
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
159 days ago
RT @mauro_lepore: "Although base R packages perform well in most settings, workflows can be made more efficient ... with more consistent ar…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
160 days ago
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
160 days ago
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
Declutter your R workflow with tidy tool https://t.co/CYejwFBB4Q
RT @mauro_lepore: Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R user…
Busy researchers, This paper explains rigorously, eloquently and succinctly how a new set of tools can help base-R users become more productive: Declutter your R workflow with tidy tools (https://t.co/e5iMSc5p2z, by @zevross, @hadleywickham and @drob) @ForestGEO #rstats https://t.co/uKYAOrdNVC
"Although base R packages perform well in most settings, workflows can be made more efficient ... with more consistent arguments, inputs and outputs and emphasizing constantly improving code over historical code consistency. " (@zevross, et. al.; https://t.co/e5iMSc5p2z)
RT @RosanaFerrero: Practical Data Science for Stats: Declutter your R workflow with tidy tools https://t.co/pBJLWSzIX8 #dataanalytics #data…
Practical Data Science for Stats: Declutter your R workflow with tidy tools https://t.co/pBJLWSzIX8 #dataanalytics #datascience #bigdata #AI
232 days ago
RT @dhimmel: The process of preparing programs for a digital computer… can be an aesthetic experience much like composing poetry https://t.…
NOT PEER-REVIEWED
"PeerJ Preprints" is a venue for early communication or feedback before peer review. Data may be preliminary.

Additional Information

Competing Interests

Zev Ross is CEO at ZevRoss Spatial Analysis, Hadley Wickham is chief scientist at RStudio and David Robinson is Data Scientist at Stack Overflow

Author Contributions

Zev Ross conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

Hadley Wickham conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

David Robinson conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

Data Deposition

The following information was supplied regarding data availability:

The code and a link to the data (a Google source) are in the paper.

Funding

The authors received no funding for this work.


Add your feedback

Before adding feedback, consider if it can be asked as a question instead, and if so then use the Question tab. Pointing out typos is fine, but authors are encouraged to accept only substantially helpful feedback.

Some Markdown syntax is allowed: _italic_ **bold** ^superscript^ ~subscript~ %%blockquote%% [link text](link URL)
 
By posting this you agree to PeerJ's commenting policies