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Using Treebase from R

                                       Carl Boettiger, @cboettig

                                                UC Davis


                                            June 22, 2011




Carl Boettiger, @cboettig, UC Davis                 Treebase, R, & Meta-Analyses   1/18
Informatics tools must reflect
                                   current research methods




Carl Boettiger, @cboettig, UC Davis            Treebase, R, & Meta-Analyses   2/18
Thank you




Carl Boettiger, @cboettig, UC Davis       Treebase, R, & Meta-Analyses   3/18
Graduate Student




Carl Boettiger, @cboettig, UC Davis           Treebase, R, & Meta-Analyses   4/18
Methods developer




Carl Boettiger, @cboettig, UC Davis           Treebase, R, & Meta-Analyses   5/18
Teacher




Carl Boettiger, @cboettig, UC Davis      Treebase, R, & Meta-Analyses   6/18
Bodega Phylogenetics Workshop
                                      http://bodegaphylo.wikispot.org/




Carl Boettiger, @cboettig, UC Davis                   Treebase, R, & Meta-Analyses   7/18
Bodega Phylogenetics Workshop




                                      No informatics software




Carl Boettiger, @cboettig, UC Davis              Treebase, R, & Meta-Analyses   8/18
Bodega Phylogenetics Workshop




                                      almost no internet




Carl Boettiger, @cboettig, UC Davis                        Treebase, R, & Meta-Analyses   9/18
Bodega Phylogenetics Workshop




                                      almost no internet (we’re fixing that)




Carl Boettiger, @cboettig, UC Davis                     Treebase, R, & Meta-Analyses   9/18
Bodega Phylogenetics Workshop




          Students required to bring their own data.




Carl Boettiger, @cboettig, UC Davis      Treebase, R, & Meta-Analyses   10/18
Bodega Phylogenetics Workshop




          Students required to bring their own data. (we’re proud of that.)




Carl Boettiger, @cboettig, UC Davis       Treebase, R, & Meta-Analyses        10/18
Carl Boettiger, @cboettig, UC Davis   Treebase, R, & Meta-Analyses   11/18
Carl Boettiger, @cboettig, UC Davis   Treebase, R, & Meta-Analyses   12/18
Why?




Carl Boettiger, @cboettig, UC Davis   Treebase, R, & Meta-Analyses   13/18
Why?




                     Education




Carl Boettiger, @cboettig, UC Davis   Treebase, R, & Meta-Analyses   13/18
Why?




                     Education Journal club that repeats analyses




Carl Boettiger, @cboettig, UC Davis            Treebase, R, & Meta-Analyses   13/18
Why?




                     Education Journal club that repeats analyses
                     Meta-Analyses




Carl Boettiger, @cboettig, UC Davis            Treebase, R, & Meta-Analyses   13/18
Why?




                     Education Journal club that repeats analyses
                     Meta-Analyses that update themselves




Carl Boettiger, @cboettig, UC Davis            Treebase, R, & Meta-Analyses   13/18
Why?




                     Education Journal club that repeats analyses
                     Meta-Analyses that update themselves
                     Tools the community could run with




Carl Boettiger, @cboettig, UC Davis            Treebase, R, & Meta-Analyses   13/18
See new paper (i.e. Derryberry et al. 2011)




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
See new paper (i.e. Derryberry et al. 2011)
                     Pull phylogeny into R




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
See new paper (i.e. Derryberry et al. 2011)
                     Pull phylogeny into R
                     Repeat analysis (diversification rate)




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
See new paper (i.e. Derryberry et al. 2011)
                     Pull phylogeny into R
                     Repeat analysis (diversification rate)
                     Compare against newer methods




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
See new paper (i.e. Derryberry et al. 2011)
                     Pull phylogeny into R
                     Repeat analysis (diversification rate)
                     Compare against newer methods
                     Compare against similar phylogenies




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
See new paper (i.e. Derryberry et al. 2011)
                     Pull phylogeny into R
                     Repeat analysis (diversification rate)
                     Compare against newer methods
                     Compare against similar phylogenies

         search_treebase(’Derryberry’, ’author’)[[1]]->tree
         plot(tree); metadata(tree$S.id)
         yule2rate(branching.times(tree))




Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   14/18
Into the hands of user/developer community




Carl Boettiger, @cboettig, UC Davis   Treebase, R, & Meta-Analyses   15/18
Into the hands of user/developer community

                                      Scott Chamberlain




                                         @recology


Carl Boettiger, @cboettig, UC Davis           Treebase, R, & Meta-Analyses   15/18
Now in the works




                     Dryad API
                     Mendeley, PLoS, Springer APIs
                     EoL API
                     ...




Carl Boettiger, @cboettig, UC Davis           Treebase, R, & Meta-Analyses   16/18
Thanks


         Collaborators
                     Scott Chamberlain (Rice)
                     Duncan Temple-Lang (UC Davis, R-project)
         Advice & Support
                     Todd Vision, Rutger Vos, Bill Peil, Hilmar Lapp
                     TreeBASE & Dryad developer lists
         Making it possible
                     Peter Wainwright (interested mentor)
                     Alan Hastings (advisor)
                     CSGF (funding)



Carl Boettiger, @cboettig, UC Davis             Treebase, R, & Meta-Analyses   17/18
https://github.com/cboettig/treeBASE




Carl Boettiger, @cboettig, UC Davis                    Treebase, R, & Meta-Analyses   18/18

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R interface to TreeBASE

  • 1. Using Treebase from R Carl Boettiger, @cboettig UC Davis June 22, 2011 Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 1/18
  • 2. Informatics tools must reflect current research methods Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 2/18
  • 3. Thank you Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 3/18
  • 4. Graduate Student Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 4/18
  • 5. Methods developer Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 5/18
  • 6. Teacher Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 6/18
  • 7. Bodega Phylogenetics Workshop http://bodegaphylo.wikispot.org/ Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 7/18
  • 8. Bodega Phylogenetics Workshop No informatics software Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 8/18
  • 9. Bodega Phylogenetics Workshop almost no internet Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 9/18
  • 10. Bodega Phylogenetics Workshop almost no internet (we’re fixing that) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 9/18
  • 11. Bodega Phylogenetics Workshop Students required to bring their own data. Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 10/18
  • 12. Bodega Phylogenetics Workshop Students required to bring their own data. (we’re proud of that.) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 10/18
  • 13. Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 11/18
  • 14. Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 12/18
  • 15. Why? Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 16. Why? Education Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 17. Why? Education Journal club that repeats analyses Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 18. Why? Education Journal club that repeats analyses Meta-Analyses Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 19. Why? Education Journal club that repeats analyses Meta-Analyses that update themselves Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 20. Why? Education Journal club that repeats analyses Meta-Analyses that update themselves Tools the community could run with Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 13/18
  • 21. See new paper (i.e. Derryberry et al. 2011) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 22. See new paper (i.e. Derryberry et al. 2011) Pull phylogeny into R Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 23. See new paper (i.e. Derryberry et al. 2011) Pull phylogeny into R Repeat analysis (diversification rate) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 24. See new paper (i.e. Derryberry et al. 2011) Pull phylogeny into R Repeat analysis (diversification rate) Compare against newer methods Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 25. See new paper (i.e. Derryberry et al. 2011) Pull phylogeny into R Repeat analysis (diversification rate) Compare against newer methods Compare against similar phylogenies Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 26. See new paper (i.e. Derryberry et al. 2011) Pull phylogeny into R Repeat analysis (diversification rate) Compare against newer methods Compare against similar phylogenies search_treebase(’Derryberry’, ’author’)[[1]]->tree plot(tree); metadata(tree$S.id) yule2rate(branching.times(tree)) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 14/18
  • 27. Into the hands of user/developer community Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 15/18
  • 28. Into the hands of user/developer community Scott Chamberlain @recology Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 15/18
  • 29. Now in the works Dryad API Mendeley, PLoS, Springer APIs EoL API ... Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 16/18
  • 30. Thanks Collaborators Scott Chamberlain (Rice) Duncan Temple-Lang (UC Davis, R-project) Advice & Support Todd Vision, Rutger Vos, Bill Peil, Hilmar Lapp TreeBASE & Dryad developer lists Making it possible Peter Wainwright (interested mentor) Alan Hastings (advisor) CSGF (funding) Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 17/18
  • 31. https://github.com/cboettig/treeBASE Carl Boettiger, @cboettig, UC Davis Treebase, R, & Meta-Analyses 18/18