Visitors   Views   Downloads

Packaging data analytical work reproducibly using R (and friends)

View preprint
RT @RosanaFerrero: Packaging data analytical work reproducibly using R (and friends) https://t.co/YahbPQ4UR2 #dataanalytics #datascience #b…
30 days ago
RT @RosanaFerrero: Packaging data analytical work reproducibly using R (and friends) https://t.co/YahbPQ4UR2 #dataanalytics #datascience #b…
30 days ago
RT @RosanaFerrero: Packaging data analytical work reproducibly using R (and friends) https://t.co/YahbPQ4UR2 #dataanalytics #datascience #b…
Packaging data analytical work reproducibly using R (and friends) https://t.co/YahbPQ4UR2 #dataanalytics #datascience #bigdata #AI #rstats
Packaging data analytical work reproducibly using R (and friends) https://t.co/27HErl2gfQ
RT @benmarwick: @ZKamvar @JennyBryan @cboettig @TiffanyTimbers And we also briefly justify the use of docker in research compendia in our @…
RT @benmarwick: @siminaboca You might find some relevant examples discussed in this paper: https://t.co/Qd8g91OhjR
@siminaboca You might find some relevant examples discussed in this paper: https://t.co/Qd8g91OhjR
@ZKamvar @JennyBryan @cboettig @TiffanyTimbers And we also briefly justify the use of docker in research compendia in our @thePeerJ preprint: https://t.co/Qd8g91OhjR with @lincolnmullen https://t.co/WkrHsIWoFT
OK theres a bunch I'm not gonna recap, more goodness re: reproducibility (https://t.co/QCpa4OaEJb), data sharing (https://t.co/K8qX5SpA3u) +
RT @uwescience: .@benmarwick has a new preprint on @thePeerJ: "Packaging #data analytical work #reproducibly using #R (& friends)": https:/…
RT @uwescience: .@benmarwick has a new preprint on @thePeerJ: "Packaging #data analytical work #reproducibly using #R (& friends)": https:/…
RT @uwescience: .@benmarwick has a new preprint on @thePeerJ: "Packaging #data analytical work #reproducibly using #R (& friends)": https:/…
.@benmarwick has a new preprint on @thePeerJ: "Packaging #data analytical work #reproducibly using #R (& friends)": https://t.co/CV5fl3x4A3
Packaging data analytical work reproducibly using #R (and friends) https://t.co/KQz815e8BL
Packaging data analytical work reproducibly using R (and friends) https://t.co/DpzjUxQmte
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
80 days ago
https://t.co/t8NM45EWYi #rstats https://t.co/OtakVjrJ68
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @jhollist: Great stuff in the https://t.co/gozSrxFNRy collection. Really digging https://t.co/gZab08uhNJ from @benmarwick, @cboettig,…
Great stuff in the https://t.co/gozSrxFNRy collection. Really digging https://t.co/gZab08uhNJ from @benmarwick, @cboettig, @lincolnmullen
RT @lincolnmullen: @JennyBryan @hadleywickham .@benmarwick, @cboettig, and I contributed an article on reproducible data analysis with #rst…
RT @duffy_ma: @JennyBryan @PeerJPreprints @hadleywickham <picks jaw up off floor> The preprint by @cboettig features my GitHub repo!!! http…
RT @duffy_ma: @JennyBryan @PeerJPreprints @hadleywickham <picks jaw up off floor> The preprint by @cboettig features my GitHub repo!!! http…
@JennyBryan @PeerJPreprints @hadleywickham <picks jaw up off floor> The preprint by @cboettig features my GitHub repo!!! https://t.co/VNm97Ooe24
RT @lincolnmullen: @JennyBryan @hadleywickham .@benmarwick, @cboettig, and I contributed an article on reproducible data analysis with #rst…
RT @lincolnmullen: @JennyBryan @hadleywickham .@benmarwick, @cboettig, and I contributed an article on reproducible data analysis with #rst…
81 days ago
RT @lincolnmullen: @JennyBryan @hadleywickham .@benmarwick, @cboettig, and I contributed an article on reproducible data analysis with #rst…
@JennyBryan @hadleywickham .@benmarwick, @cboettig, and I contributed an article on reproducible data analysis with #rstats. https://t.co/vLNPcPd5Ye
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
RT @sckottie: Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
Work reproducibly using #rstats https://t.co/IxCBlrnFER via @PeerJPreprints from @benmarwick @cboettig @lincolnmullen
86 days ago
Packaging data analytical work reproducibly using R (and friends) https://t.co/rDbXmKwJ7j
NOT PEER-REVIEWED
"PeerJ Preprints" is a venue for early communication or feedback before peer review. Data may be preliminary.

Additional Information

Competing Interests

The authors declare that they have no competing interests.

Author Contributions

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

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

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

Data Deposition

The following information was supplied regarding data availability:

The research in this article did not generate any data or code. We describe several case studies.

Funding

BM was supported by an Australian Research Council Future Fellowship (FT140100101). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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