CLIR Synchronous Session: DataUp

620 views

Published on

Presentation for CLIR postdocs in data curation on 14 April 2013.

Published in: Sports, Technology
0 Comments
0 Likes
Statistics
Notes
  • Be the first to comment

  • Be the first to like this

No Downloads
Views
Total views
620
On SlideShare
0
From Embeds
0
Number of Embeds
3
Actions
Shares
0
Downloads
4
Comments
0
Likes
0
Embeds 0
No embeds

No notes for slide

CLIR Synchronous Session: DataUp

  1. 1. Carly&Strasser&&California&Digital&Library&&@carlystrasser&May&14&2013&CLIR&Synchronous&Session&&DataUp:&&Helping&manage&&&archive&data&&From%Flickr%by%Spatial%Mongrel%
  2. 2. Roadmap&1. Background&2. The&DataUp&project&3. Questions&
  3. 3. Population0Dynamics0of0the0Softshell0clam,0Mya$arenaria&
  4. 4. Cape%Cod%Bay%Boston%Harbor%
  5. 5. Genetics&Shell&chemistry&Math&
  6. 6. From%Flickr%by%Mitmensch0812%Academia?&Teaching?&Publishing?&
  7. 7. NSF&funded&DataNet&Project&Office&of&Cyberinfrastructure&Two0main0goals:01. Build0a0network0for0data0repositories02. Build0community0around0data0Focus&on&&Earth0|0environmental0|0ecological0|0oceanographic00data&&
  8. 8. Why0don’t0people0share0data?0Is0data0management0being0taught?0Do0attitudes0about0sharing0differ0among0disciplines?0How0can0we0promote0storing0data0in0repositories?0What0barriers0to0sharing0can0we0eliminate?0What0role0can0libraries0play0in0data0education?0
  9. 9. Roadmap&1. Background&2. The&DataUp&project&3. Questions&
  10. 10. Why&is&data&management&&&a&hot&topic?&From%Flickr%by%Velo%Steve%
  11. 11. Back in the day…Da%Vinci%Curie%Newton%classicalschool.blogspot.com%Darwin%
  12. 12. Digital0data0From%Flickr%by%Flickmor%From%Flickr%by%US%Army%Environmental%Command%From%Flickr%by%%DW0825%C.%Strasser%Courtesey%of%WHOI%From%Flickr%by%%deltaMike%
  13. 13. Digital0data0+00Complex0workflows0
  14. 14. C:Documents and SettingshamptonMy DocumentsNCEAS Distributed Graduate Seminars[Wash Cres Lake Dec 15 Dont_Use.xls]Sheet1Stable Isotope Data SheetWash Cresc Lake Peters lab Dont use - old dataAlgal Washed RocksDec. 16Tray 004SD for delta13C = 0.07 SD for delta15N = 0.15Position SampleID Weight (mg) %C delta 13C delta 13C_ca %N delta 15N delta 15N_ca Spec. No.A1 ref 0.98 38.27 -25.05 -24.59 1.96 4.12 3.47 25354A2 ref 0.98 39.78 -25.00 -24.54 2.03 4.01 3.36 25356A3 ref 0.98 40.37 -24.99 -24.53 2.04 4.09 3.44 25358A4 ref 1.01 42.23 -25.06 -24.60 2.17 4.20 3.55 25360 Shore Avg ConA5 ALG01 3.05 1.88 -24.34 -23.88 0.17 -1.65 -2.30 25362 c -1.26 -27.22A6 Lk Outlet Alg 3.06 31.55 -30.17 -29.71 0.92 0.87 0.22 25364 1.26 0.32A7 ALG03 2.91 6.85 -21.11 -20.65 0.48 -0.97 -1.62 25366 cA8 ALG05 2.91 35.56 -28.05 -27.59 2.30 0.59 -0.06 25368A9 ALG07 3.04 33.49 -29.56 -29.10 1.68 0.79 0.14 25370A10 ALG06 2.95 41.17 -27.32 -26.86 1.97 2.71 2.06 25372B1 ALG04 3.01 43.74 -27.50 -27.04 1.36 0.99 0.34 25374 cB2 ALG02 3 4.51 -22.68 -22.22 0.34 4.31 3.66 25376B3 ALG01 2.99 1.59 -24.58 -24.12 0.15 -1.69 -2.34 25378 cB4 ALG03 2.92 4.37 -21.06 -20.60 0.34 -1.52 -2.17 25380 cB5 ALG07 2.9 33.58 -29.44 -28.98 1.74 0.62 -0.03 25382B6 ref 1.01 44.94 -25.00 -24.54 2.59 3.96 3.31 25384B7 ref 0.99 42.28 -24.87 -24.41 2.37 4.33 3.68 25386B8 Lk Outlet Alg 3.04 31.43 -29.69 -29.23 1.07 0.95 0.30 25388B9 ALG06 3.09 35.57 -27.26 -26.80 1.96 2.79 2.14 25390B10 ALG02 3.05 5.52 -22.31 -21.85 0.45 4.72 4.07 25392C1 ALG04 2.98 37.90 -27.42 -26.96 1.36 1.21 0.56 25394 cC2 ALG05 3.04 31.74 -27.93 -27.47 2.40 0.73 0.08 25396C3 ref 0.99 38.46 -25.09 -24.63 2.40 4.37 3.72 2539823.78 1.17Reference statistics:Sampling Site / Identifier:Sample Type:Date:Tray ID and Sequence:From%Stephanie%Hampton%(2010)% %%ESA%Workshop%on%Best%Practices%20tables0From%Stephanie%Hampton%
  15. 15. C:Documents and SettingshamptonMy DocumentsNCEAS Distributed Graduate Seminars[Wash Cres Lake Dec 15 Dont_Use.xls]Sheet1Stable Isotope Data SheetWash Cresc Lake Peters lab Dont use - old dataAlgal Washed RocksDec. 16Tray 004SD for delta13C = 0.07 SD for delta15N = 0.15Position SampleID Weight (mg) %C delta 13C delta 13C_ca %N delta 15N delta 15N_ca Spec. No.A1 ref 0.98 38.27 -25.05 -24.59 1.96 4.12 3.47 25354A2 ref 0.98 39.78 -25.00 -24.54 2.03 4.01 3.36 25356A3 ref 0.98 40.37 -24.99 -24.53 2.04 4.09 3.44 25358A4 ref 1.01 42.23 -25.06 -24.60 2.17 4.20 3.55 25360 Shore Avg ConA5 ALG01 3.05 1.88 -24.34 -23.88 0.17 -1.65 -2.30 25362 c -1.26 -27.22A6 Lk Outlet Alg 3.06 31.55 -30.17 -29.71 0.92 0.87 0.22 25364 1.26 0.32A7 ALG03 2.91 6.85 -21.11 -20.65 0.48 -0.97 -1.62 25366 cA8 ALG05 2.91 35.56 -28.05 -27.59 2.30 0.59 -0.06 25368A9 ALG07 3.04 33.49 -29.56 -29.10 1.68 0.79 0.14 25370A10 ALG06 2.95 41.17 -27.32 -26.86 1.97 2.71 2.06 25372B1 ALG04 3.01 43.74 -27.50 -27.04 1.36 0.99 0.34 25374 cB2 ALG02 3 4.51 -22.68 -22.22 0.34 4.31 3.66 25376B3 ALG01 2.99 1.59 -24.58 -24.12 0.15 -1.69 -2.34 25378 cB4 ALG03 2.92 4.37 -21.06 -20.60 0.34 -1.52 -2.17 25380 cB5 ALG07 2.9 33.58 -29.44 -28.98 1.74 0.62 -0.03 25382B6 ref 1.01 44.94 -25.00 -24.54 2.59 3.96 3.31 25384B7 ref 0.99 42.28 -24.87 -24.41 2.37 4.33 3.68 25386B8 Lk Outlet Alg 3.04 31.43 -29.69 -29.23 1.07 0.95 0.30 25388B9 ALG06 3.09 35.57 -27.26 -26.80 1.96 2.79 2.14 25390B10 ALG02 3.05 5.52 -22.31 -21.85 0.45 4.72 4.07 25392C1 ALG04 2.98 37.90 -27.42 -26.96 1.36 1.21 0.56 25394 cC2 ALG05 3.04 31.74 -27.93 -27.47 2.40 0.73 0.08 25396C3 ref 0.99 38.46 -25.09 -24.63 2.40 4.37 3.72 2539823.78 1.17Reference statistics:Sampling Site / Identifier:Sample Type:Date:Tray ID and Sequence:From%Stephanie%Hampton%(2010)% %%ESA%Workshop%on%Best%Practices%Random0notes0From%Stephanie%Hampton%
  16. 16. C:Documents and SettingshamptonMy DocumentsNCEAS Distributed Graduate Seminars[Wash Cres Lake Dec 15 Dont_Use.xls]Sheet1Stable Isotope Data SheetWash Cresc Lake Peters lab Dont use - old dataAlgal Washed RocksDec. 16Tray 004SD for delta13C = 0.07 SD for delta15N = 0.15Position SampleID Weight (mg) %C delta 13C delta 13C_ca %N delta 15N delta 15N_ca Spec. No.A1 ref 0.98 38.27 -25.05 -24.59 1.96 4.12 3.47 25354A2 ref 0.98 39.78 -25.00 -24.54 2.03 4.01 3.36 25356A3 ref 0.98 40.37 -24.99 -24.53 2.04 4.09 3.44 25358A4 ref 1.01 42.23 -25.06 -24.60 2.17 4.20 3.55 25360 Shore Avg ConA5 ALG01 3.05 1.88 -24.34 -23.88 0.17 -1.65 -2.30 25362 c -1.26 -27.22A6 Lk Outlet Alg 3.06 31.55 -30.17 -29.71 0.92 0.87 0.22 25364 1.26 0.32A7 ALG03 2.91 6.85 -21.11 -20.65 0.48 -0.97 -1.62 25366 cA8 ALG05 2.91 35.56 -28.05 -27.59 2.30 0.59 -0.06 25368A9 ALG07 3.04 33.49 -29.56 -29.10 1.68 0.79 0.14 25370A10 ALG06 2.95 41.17 -27.32 -26.86 1.97 2.71 2.06 25372B1 ALG04 3.01 43.74 -27.50 -27.04 1.36 0.99 0.34 25374 cB2 ALG02 3 4.51 -22.68 -22.22 0.34 4.31 3.66 25376B3 ALG01 2.99 1.59 -24.58 -24.12 0.15 -1.69 -2.34 25378 cB4 ALG03 2.92 4.37 -21.06 -20.60 0.34 -1.52 -2.17 25380 cB5 ALG07 2.9 33.58 -29.44 -28.98 1.74 0.62 -0.03 25382B6 ref 1.01 44.94 -25.00 -24.54 2.59 3.96 3.31 25384B7 ref 0.99 42.28 -24.87 -24.41 2.37 4.33 3.68 25386B8 Lk Outlet Alg 3.04 31.43 -29.69 -29.23 1.07 0.95 0.30 25388B9 ALG06 3.09 35.57 -27.26 -26.80 1.96 2.79 2.14 25390B10 ALG02 3.05 5.52 -22.31 -21.85 0.45 4.72 4.07 25392C1 ALG04 2.98 37.90 -27.42 -26.96 1.36 1.21 0.56 25394 cC2 ALG05 3.04 31.74 -27.93 -27.47 2.40 0.73 0.08 25396C3 ref 0.99 38.46 -25.09 -24.63 2.40 4.37 3.72 2539823.78 1.17Reference statistics:Sampling Site / Identifier:Sample Type:Date:Tray ID and Sequence:From%Stephanie%Hampton%(2010)% %%ESA%Workshop%on%Best%Practices%Wash&Cres&Lake&Dec&15&Dont_Use.xls&From%Stephanie%Hampton%
  17. 17. C:Documents and SettingshamptonMy DocumentsNCEAS Distributed Graduate Seminars[Wash Cres Lake Dec 15 Dont_Use.xls]Sheet1Stable Isotope Data SheetWash Cresc Lake Peters lab Dont use - old dataAlgal Washed RocksDec. 16Tray 004SD for delta13C = 0.07 SD for delta15N = 0.15Position SampleID Weight (mg) %C delta 13C delta 13C_ca %N delta 15N delta 15N_ca Spec. No.A1 ref 0.98 38.27 -25.05 -24.59 1.96 4.12 3.47 25354A2 ref 0.98 39.78 -25.00 -24.54 2.03 4.01 3.36 25356A3 ref 0.98 40.37 -24.99 -24.53 2.04 4.09 3.44 25358A4 ref 1.01 42.23 -25.06 -24.60 2.17 4.20 3.55 25360 Shore Avg ConA5 ALG01 3.05 1.88 -24.34 -23.88 0.17 -1.65 -2.30 25362 c -1.26 -27.22A6 Lk Outlet Alg 3.06 31.55 -30.17 -29.71 0.92 0.87 0.22 25364 1.26 0.32A7 ALG03 2.91 6.85 -21.11 -20.65 0.48 -0.97 -1.62 25366 cA8 ALG05 2.91 35.56 -28.05 -27.59 2.30 0.59 -0.06 25368A9 ALG07 3.04 33.49 -29.56 -29.10 1.68 0.79 0.14 25370A10 ALG06 2.95 41.17 -27.32 -26.86 1.97 2.71 2.06 25372B1 ALG04 3.01 43.74 -27.50 -27.04 1.36 0.99 0.34 25374 c SUMMARY OUTPUTB2 ALG02 3 4.51 -22.68 -22.22 0.34 4.31 3.66 25376B3 ALG01 2.99 1.59 -24.58 -24.12 0.15 -1.69 -2.34 25378 c Regression StatisticsB4 ALG03 2.92 4.37 -21.06 -20.60 0.34 -1.52 -2.17 25380 c Multiple R 0.283158B5 ALG07 2.9 33.58 -29.44 -28.98 1.74 0.62 -0.03 25382 R Square 0.080178B6 ref 1.01 44.94 -25.00 -24.54 2.59 3.96 3.31 25384 Adjusted R Square-0.022024B7 ref 0.99 42.28 -24.87 -24.41 2.37 4.33 3.68 25386 Standard Error1.906378B8 Lk Outlet Alg 3.04 31.43 -29.69 -29.23 1.07 0.95 0.30 25388 Observations 11B9 ALG06 3.09 35.57 -27.26 -26.80 1.96 2.79 2.14 25390B10 ALG02 3.05 5.52 -22.31 -21.85 0.45 4.72 4.07 25392 ANOVAC1 ALG04 2.98 37.90 -27.42 -26.96 1.36 1.21 0.56 25394 c df SS MS F Significance FC2 ALG05 3.04 31.74 -27.93 -27.47 2.40 0.73 0.08 25396 Regression 1 2.851116 2.851116 0.784507 0.398813C3 ref 0.99 38.46 -25.09 -24.63 2.40 4.37 3.72 25398 Residual 9 32.7085 3.63427823.78 1.17 Total 10 35.55962CoefficientsStandard Error t Stat P-value Lower 95%Upper 95%Lower 95.0%Upper 95.0%Intercept -4.297428 4.671099 -0.920003 0.381568 -14.8642 6.269341 -14.8642 6.269341X Variable 1-0.158022 0.17841 -0.885724 0.398813 -0.561612 0.245569 -0.561612 0.245569Reference statistics:Sampling Site / Identifier:Sample Type:Date:Tray ID and Sequence:Random0stats0output0From%Stephanie%Hampton%
  18. 18. C:Documents and SettingshamptonMy DocumentsNCEAS Distributed Graduate Seminars[Wash Cres Lake Dec 15 Dont_Use.xls]Sheet1Stable Isotope Data SheetWash Cresc Lake Peters lab Dont use - old dataAlgal Washed RocksDec. 16Tray 004SD for delta13C = 0.07 SD for delta15N = 0.15Position SampleID Weight (mg) %C delta 13C delta 13C_ca %N delta 15N delta 15N_ca Spec. No.A1 ref 0.98 38.27 -25.05 -24.59 1.96 4.12 3.47 25354A2 ref 0.98 39.78 -25.00 -24.54 2.03 4.01 3.36 25356A3 ref 0.98 40.37 -24.99 -24.53 2.04 4.09 3.44 25358A4 ref 1.01 42.23 -25.06 -24.60 2.17 4.20 3.55 25360 Shore Avg ConA5 ALG01 3.05 1.88 -24.34 -23.88 0.17 -1.65 -2.30 25362 c -1.26 -27.22A6 Lk Outlet Alg 3.06 31.55 -30.17 -29.71 0.92 0.87 0.22 25364 1.26 0.32A7 ALG03 2.91 6.85 -21.11 -20.65 0.48 -0.97 -1.62 25366 cA8 ALG05 2.91 35.56 -28.05 -27.59 2.30 0.59 -0.06 25368A9 ALG07 3.04 33.49 -29.56 -29.10 1.68 0.79 0.14 25370A10 ALG06 2.95 41.17 -27.32 -26.86 1.97 2.71 2.06 25372B1 ALG04 3.01 43.74 -27.50 -27.04 1.36 0.99 0.34 25374 c SUMMARY OUTPUTB2 ALG02 3 4.51 -22.68 -22.22 0.34 4.31 3.66 25376B3 ALG01 2.99 1.59 -24.58 -24.12 0.15 -1.69 -2.34 25378 c Regression StatisticsB4 ALG03 2.92 4.37 -21.06 -20.60 0.34 -1.52 -2.17 25380 c Multiple R 0.283158B5 ALG07 2.9 33.58 -29.44 -28.98 1.74 0.62 -0.03 25382 R Square 0.080178B6 ref 1.01 44.94 -25.00 -24.54 2.59 3.96 3.31 25384 Adjusted R Square-0.022024B7 ref 0.99 42.28 -24.87 -24.41 2.37 4.33 3.68 25386 Standard Error1.906378B8 Lk Outlet Alg 3.04 31.43 -29.69 -29.23 1.07 0.95 0.30 25388 Observations 11B9 ALG06 3.09 35.57 -27.26 -26.80 1.96 2.79 2.14 25390B10 ALG02 3.05 5.52 -22.31 -21.85 0.45 4.72 4.07 25392 ANOVAC1 ALG04 2.98 37.90 -27.42 -26.96 1.36 1.21 0.56 25394 c df SS MS F Significance FC2 ALG05 3.04 31.74 -27.93 -27.47 2.40 0.73 0.08 25396 Regression 1 2.851116 2.851116 0.784507 0.398813C3 ref 0.99 38.46 -25.09 -24.63 2.40 4.37 3.72 25398 Residual 9 32.7085 3.63427823.78 1.17 Total 10 35.55962CoefficientsStandard Error t Stat P-value Lower 95%Upper 95%Lower 95.0%Upper 95.0%Intercept -4.297428 4.671099 -0.920003 0.381568 -14.8642 6.269341 -14.8642 6.269341X Variable 1-0.158022 0.17841 -0.885724 0.398813 -0.561612 0.245569 -0.561612 0.245569Reference statistics:Sampling Site / Identifier:Sample Type:Date:Tray ID and Sequence:SampleID ALG03 ALG05 ALG07 ALG06 ALG04 ALG02 ALG01 ALG03 ALG07Weight (mg) 2.91 2.91 3.04 2.95 3.01 3 2.99 2.92 2.9%C 6.85 35.56 33.49 41.17 43.74 4.51 1.59 4.37 33.58delta 13C -21.11 -28.05 -29.56 -27.32 -27.50 -22.68 -24.58 -21.06 -29.44delta 13C_ca -20.65 -27.59 -29.10 -26.86 -27.04 -22.22 -24.12 -20.60 -28.98%N 0.48 2.30 1.68 1.97 1.36 0.34 0.15 0.34 1.74delta 15N -0.97 0.59 0.79 2.71 0.99 4.31 -1.69 -1.52 0.62delta 15N_ca -1.62 -0.06 0.14 2.06 0.34 3.66 -2.34 -2.17 -0.03-3.00-2.00-1.000.001.002.003.004.00-35.00 -30.00 -25.00 -20.00 -15.00 -10.00 -5.00 0.00Series1From%Stephanie%Hampton%
  19. 19. UGLY TRUTHData&management?&Metadata?&Data&repositories?&Share&data&publicly?&Why&share&data?&From%Flickr%by%s%i%b%e%r%ABOUTRESEARCHERS
  20. 20. From%Flickr%by%hyperion327%Who0cares?0From%Flickr%by%ReddenTMcAllister%From%Flickr%by%AJC1%
  21. 21. From%Flickr%by%Michael%Tinkler%?0
  22. 22. From%Flickr%by%iowa_spirit_walker%•  Cost&•  Confusion&about&standards&•  Lack&of&training&•  Fear&of&lost&rights&or&benefits&•  No&incentives&
  23. 23. From%Flickr%by%thewma1%
  24. 24. Intercept&researchers&where&they&already0work0
  25. 25. Facilitate&Archiving0Sharing0Publishing0Data&management&&&organization&Data&Reuse&&&Reproducibility&
  26. 26. What0do0scientists0need0help0with?0
  27. 27. Asked&~2000scientists&What&does&your&data&look&like?&How&do&you&capture&metadata?&Plans&for&saving&&&sharing&data?&Repositories?&
  28. 28. What0the0tool0should0do:00Best&practices&check&Generate&metadata&(EML)&Get&identifier&+&citation&Post&data&to&repository&&From%Flickr%by%Rennett%Stowe%
  29. 29. dataup.cdlib.org0Free&Open&source&.csv&and&.xlsx&Addain&and&web&application&?
  30. 30. AddQin&&•  Software&you&download&&&install&•  Appears&as&“ribbon”&in&Excel&•  Works&for&Windows&Excel&2007+&WebQbased0application&&•  Upload&file&to&website&•  Works&for&any&platform&•  But…&new&user&interface&VS0
  31. 31. DataUp00Features0&Best&practices&check&Generate&metadata&Get&identifier&&&citation&Post&data&to&repository&From%Flickr%by%SoulRider.222%
  32. 32. Best&Practices&Check&•  Embedded&charts,&tables,&pictures&•  Embedded&comments&•  Commas&•  Special&characters&•  Coloracoded&text&&&cell&shading&•  Columns&with&mixed&data&types&•  Nonacontiguous&data&•  Merged&cells&•  Blank&cells&•  No&header&row&&•  Multiple&sheets&From%Flickr%by%ex.libris%
  33. 33. DataUp00Features0&Best&practices&check&Generate&metadata&Get&identifier&&&citation&Post&data&to&repository&From%Flickr%by%SoulRider.222%
  34. 34. •  Digital0context0•  Name&of&the&data&set&•  The&name(s)&of&the&data&file(s)&in&the&data&set&•  Date&the&data&set&was&last&modified&•  Example&data&file&records&for&each&data&type&file&•  Pertinent&companion&files&•  List&of&related&or&ancillary&data&sets&•  Software&(including&version&number)&used&to&prepare/read&&the&data&set&•  Data&processing&that&was&performed&•  Personnel0&0stakeholders0•  Who&collected&&•  Who&to&contact&with&questions&•  Funders&•  Scientific0context0•  Scientific&reason&why&the&data&were&collected&•  What&data&were&collected&•  What&instruments&(including&model&&&serial&number)&were&used&•  Environmental&conditions&during&collection&•  Where&collected&&&spatial&resolution&When&collected&&&temporal&resolution&•  Standards&or&calibrations&used&•  Information0about0parameters0•  How&each&was&measured&or&produced&•  Units&of&measure&•  Format&used&in&the&data&set&•  Precision&&&accuracy&if&known&•  Information0about0data0•  Definitions&of&codes&used&•  Quality&assurance&&&control&measures&•  Known&problems&that&limit&data&use&(e.g.&uncertainty,&sampling&problems)&&•  How0to0cite0the0data0set0Holy0Metadata!0
  35. 35. ~450elements0included0&70required0Creator&details&Title&Date&Keywords&Abstract&FileQlevel0Metadata0
  36. 36. Name&Definition&Type&(text,&date/time,&numeric)&Unit&Location&(sheet)&Attribute0Metadata0
  37. 37. DataUp00Features0&Best&practices&check&Generate&metadata&Get&identifier&&&citation&Post&data&to&repository&From%Flickr%by%SoulRider.222%
  38. 38. Identifier0+0Citation0Allows&readers&to&find&data&products&Get&credit&for&data&and&publications&Promotes&reproducibility&Better&measure&of&research&impact&Example:0Sidlauskas,&B.&2007.&Data&from:&Testing&for&unequal&rates&of&morphological&diversification&in&the&absence&of&a&detailed&phylogeny:&a&case&study&from&characiform&fishes.&Dryad&Digital&Repository.&doi:10.5061/dryad.20&From%Flickr%by%maybeemily%
  39. 39. DataUp00Features0&Best&practices&check&Generate&metadata&Get&identifier&&&citation&Post&data&to&repository&From%Flickr%by%SoulRider.222%
  40. 40. Data&Repository&for0Anyone0|0Anywhere0
  41. 41. DataUp&Web&App&
  42. 42. Web0App0
  43. 43. Web0App0
  44. 44. Web0App:0Best0Practices0Check0
  45. 45. Web0App:0Metadata0
  46. 46. Web0App:0Citation0
  47. 47. Web0App:0Posting0to0repository0
  48. 48. Web0App:0Posting0to0repository0
  49. 49. DataUp&AddaIn&
  50. 50. AddQin:0Ribbon0
  51. 51. AddQin:0Metadata0tab0
  52. 52. AddQIn0•  Windows&PC&2007+&•  No&logain&required&•  Offline&&&online&•  Can&view&metadata&via&tab&•  See&check&alongside&data&•  Select&header&row&Web0app0•  Any&platform&•  Logain&required&•  Online&only&•  Can’t&view&metadata&once&generated&•  Get&locations&for&check&•  Manual&header&row&entry&VS0
  53. 53. Main0site:0dataup.cdlib.org0
  54. 54. •  New&language&•  Focus&on&web&app&•  Emphasize&Best&Practices&Check&•  Leverage&existing&tools&•  Enable&Customization&From%animationresources.org%
  55. 55. dataup.cdlib.org&bitbucket.org/dataup/main&Website&Code&site&My&website&Email&me&Tweet&me&My&slides&CDL&Blog&carlystrasser.net&carlystrasser@gmail.com&@carlystrasser&&slideshare.net/carlystrasser&datapub.cdlib.org&

×