From 9209787a53e7eda387f15cb9ed09b0e76dc95e1c Mon Sep 17 00:00:00 2001 From: "Matthijs S. Berends" Date: Thu, 14 Feb 2019 15:18:17 +0100 Subject: [PATCH] SPSS tutorial --- DESCRIPTION | 2 +- _pkgdown.yml | 3 + docs/LICENSE-text.html | 7 + docs/articles/AMR.html | 443 +++++++++--------- .../AMR_files/figure-html/plot 1-1.png | Bin 33721 -> 33836 bytes .../AMR_files/figure-html/plot 3-1.png | Bin 21123 -> 21126 bytes .../AMR_files/figure-html/plot 4-1.png | Bin 69612 -> 69628 bytes .../AMR_files/figure-html/plot 5-1.png | Bin 51370 -> 51372 bytes docs/articles/EUCAST.html | 7 + docs/articles/G_test.html | 7 + docs/articles/SPSS.html | 397 ++++++++++++++++ docs/articles/WHONET.html | 7 + docs/articles/atc_property.html | 7 + docs/articles/benchmarks.html | 7 + docs/articles/freq.html | 7 + docs/articles/index.html | 8 + docs/articles/mo_property.html | 7 + docs/articles/resistance_predict.html | 7 + docs/authors.html | 9 +- docs/extra.css | 4 + docs/extra.js | 14 + docs/import.png | Bin 0 -> 22028 bytes docs/import1.png | Bin 0 -> 22028 bytes docs/import2.png | Bin 0 -> 63010 bytes docs/index.html | 14 +- docs/news/index.html | 7 + docs/pkgdown.yml | 1 + docs/reference/AMR-deprecated.html | 7 + docs/reference/AMR.html | 7 + docs/reference/ITIS.html | 7 + docs/reference/WHOCC.html | 7 + docs/reference/WHONET.html | 7 + docs/reference/abname.html | 7 + docs/reference/age.html | 7 + docs/reference/age_groups.html | 7 + docs/reference/antibiotics.html | 7 + docs/reference/as.atc.html | 7 + docs/reference/as.mic.html | 7 + docs/reference/as.mo.html | 7 + docs/reference/as.rsi.html | 7 + docs/reference/atc_online.html | 7 + docs/reference/atc_property.html | 7 + docs/reference/availability.html | 7 + docs/reference/count.html | 7 + docs/reference/eucast_rules.html | 7 + docs/reference/first_isolate.html | 7 + docs/reference/freq.html | 7 + docs/reference/g.test.html | 7 + docs/reference/get_locale.html | 7 + docs/reference/ggplot_rsi.html | 7 + docs/reference/guess_ab_col.html | 7 + docs/reference/index.html | 7 + docs/reference/join.html | 7 + docs/reference/key_antibiotics.html | 7 + docs/reference/kurtosis.html | 7 + docs/reference/like.html | 7 + docs/reference/mdro.html | 7 + docs/reference/microorganisms.codes.html | 7 + docs/reference/microorganisms.html | 7 + docs/reference/microorganisms.old.html | 7 + docs/reference/mo_property.html | 7 + docs/reference/mo_source.html | 7 + docs/reference/p.symbol.html | 7 + docs/reference/portion.html | 7 + docs/reference/read.4D.html | 7 + docs/reference/resistance_predict.html | 7 + docs/reference/rsi.html | 7 + docs/reference/septic_patients.html | 7 + docs/reference/skewness.html | 7 + docs/reference/supplementary_data.html | 7 + docs/sitemap.xml | 3 + index.md | 8 +- pkgdown/extra.css | 4 + pkgdown/extra.js | 14 + pkgdown/logos/import1.png | Bin 0 -> 22028 bytes pkgdown/logos/import2.png | Bin 0 -> 63010 bytes vignettes/SPSS.Rmd | 202 ++++++++ vignettes/benchmarks.Rmd | 2 +- 78 files changed, 1272 insertions(+), 227 deletions(-) create mode 100644 docs/articles/SPSS.html create mode 100644 docs/import.png create mode 100644 docs/import1.png create mode 100644 docs/import2.png create mode 100644 pkgdown/logos/import1.png create mode 100644 pkgdown/logos/import2.png create mode 100755 vignettes/SPSS.Rmd diff --git a/DESCRIPTION b/DESCRIPTION index 251378b0..9d62c704 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -13,7 +13,7 @@ Authors@R: c( given = c("Christian", "F."), family = "Luz", email = "c.f.luz@umcg.nl", - role = c("aut", "rev"), + role = "aut", comment = c(ORCID = "0000-0001-5809-5995")), person( given = c("Erwin", "E.", "A."), diff --git a/_pkgdown.yml b/_pkgdown.yml index 1f73ca9e..8f3683e5 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -41,6 +41,9 @@ navbar: - text: 'Work with WHONET data' icon: 'fa-globe-americas' href: 'articles/WHONET.html' + - text: 'Import data from SPSS/SAS/Stata' + icon: 'fa-file-upload' + href: 'articles/SPSS.html' - text: 'Apply EUCAST rules' icon: 'fa-exchange-alt' href: 'articles/EUCAST.html' diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html index b66d2788..78f0eccf 100644 --- a/docs/LICENSE-text.html +++ b/docs/LICENSE-text.html @@ -121,6 +121,13 @@ Work with WHONET data +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/AMR.html b/docs/articles/AMR.html index 6bdc843a..26a20446 100644 --- a/docs/articles/AMR.html +++ b/docs/articles/AMR.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • @@ -320,67 +327,67 @@ -2016-08-15 -E9 -Hospital C +2017-12-27 +C5 +Hospital A Staphylococcus aureus S -R +S S S M -2013-02-21 -I8 +2012-11-20 +Y5 Hospital D -Streptococcus pneumoniae -S -I -R -S -M - - -2015-05-12 -F4 -Hospital B Escherichia coli S S S S -M - - -2013-09-20 -M3 -Hospital A -Escherichia coli -S -I -S -S -M - - -2013-08-03 -V8 -Hospital C -Streptococcus pneumoniae -S -S -S -S F - -2017-10-01 -V9 -Hospital C -Staphylococcus aureus + +2011-06-25 +I4 +Hospital B +Escherichia coli +S +S +R +S +M + + +2016-10-16 +N10 +Hospital A +Escherichia coli +S +S +S +S +F + + +2015-09-01 +L1 +Hospital D +Escherichia coli +R +S +S +S +M + + +2013-12-14 +Z3 +Hospital A +Klebsiella pneumoniae +R S -I S S F @@ -404,8 +411,8 @@ #> #> Item Count Percent Cum. Count Cum. Percent #> --- ----- ------- -------- ----------- ------------- -#> 1 M 10,444 52.2% 10,444 52.2% -#> 2 F 9,556 47.8% 20,000 100.0% +#> 1 M 10,432 52.2% 10,432 52.2% +#> 2 F 9,568 47.8% 20,000 100.0%

    So, we can draw at least two conclusions immediately. From a data scientist perspective, the data looks clean: only values M and F. From a researcher perspective: there are slightly more men. Nothing we didn’t already know.

    The data is already quite clean, but we still need to transform some variables. The bacteria column now consists of text, and we want to add more variables based on microbial IDs later on. So, we will transform this column to valid IDs. The mutate() function of the dplyr package makes this really easy:

    +#> -> changed 3,954 test results (0 to S; 0 to I; 3,954 to R) -

    So only 28.5% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

    +#> => Found 5,669 first isolates (28.3% of total) +

    So only 28.3% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

    For future use, the above two syntaxes can be shortened with the filter_first_isolate() function:

    @@ -509,10 +516,10 @@ 1 -2010-06-20 -Y4 +2010-01-04 +M1 B_ESCHR_COL -S +R S R S @@ -520,10 +527,10 @@ 2 -2010-07-31 -Y4 +2010-01-27 +M1 B_ESCHR_COL -S +R S S S @@ -531,8 +538,8 @@ 3 -2010-08-26 -Y4 +2010-05-07 +M1 B_ESCHR_COL S S @@ -542,8 +549,8 @@ 4 -2010-12-11 -Y4 +2010-06-09 +M1 B_ESCHR_COL R S @@ -553,8 +560,8 @@ 5 -2010-12-30 -Y4 +2010-07-23 +M1 B_ESCHR_COL R S @@ -564,30 +571,30 @@ 6 -2011-04-02 -Y4 +2010-09-29 +M1 B_ESCHR_COL -R -I S R +S +S FALSE 7 -2011-04-06 -Y4 +2010-10-14 +M1 B_ESCHR_COL -S -S +R S R +S FALSE 8 -2011-04-07 -Y4 +2010-10-15 +M1 B_ESCHR_COL S S @@ -597,29 +604,29 @@ 9 -2011-05-28 -Y4 +2010-10-16 +M1 B_ESCHR_COL -R S +R S S FALSE 10 -2011-09-09 -Y4 +2010-11-16 +M1 B_ESCHR_COL S S -R S -TRUE +S +FALSE -

    Only 2 isolates are marked as ‘first’ according to CLSI guideline. But when reviewing the antibiogram, it is obvious that some isolates are absolutely different strains and should be included too. This is why we weigh isolates, based on their antibiogram. The key_antibiotics() function adds a vector with 18 key antibiotics: 6 broad spectrum ones, 6 small spectrum for Gram negatives and 6 small spectrum for Gram positives. These can be defined by the user.

    +

    Only 1 isolates are marked as ‘first’ according to CLSI guideline. But when reviewing the antibiogram, it is obvious that some isolates are absolutely different strains and should be included too. This is why we weigh isolates, based on their antibiogram. The key_antibiotics() function adds a vector with 18 key antibiotics: 6 broad spectrum ones, 6 small spectrum for Gram negatives and 6 small spectrum for Gram positives. These can be defined by the user.

    If a column exists with a name like ‘key(…)ab’ the first_isolate() function will automatically use it and determine the first weighted isolates. Mind the NOTEs in below output:

    +#> => Found 15,859 first weighted isolates (79.3% of total) @@ -647,10 +654,10 @@ - - + + - + @@ -659,10 +666,10 @@ - - + + - + @@ -671,20 +678,20 @@ - - + + - + - - + + @@ -695,8 +702,8 @@ - - + + @@ -707,32 +714,32 @@ - - + + - - + + - - + + - - + + - - + + @@ -743,11 +750,11 @@ - - + + - + @@ -755,23 +762,23 @@ - - + + - - + +
    isolate
    12010-06-20Y42010-01-04M1 B_ESCHR_COLSR S R S
    22010-07-31Y42010-01-27M1 B_ESCHR_COLSR S S S
    32010-08-26Y42010-05-07M1 B_ESCHR_COL S S S S FALSEFALSETRUE
    42010-12-11Y42010-06-09M1 B_ESCHR_COL R S
    52010-12-30Y42010-07-23M1 B_ESCHR_COL R S
    62011-04-02Y42010-09-29M1 B_ESCHR_COLRI S RSS FALSE TRUE
    72011-04-06Y42010-10-14M1 B_ESCHR_COLSSR S RS FALSE TRUE
    82011-04-07Y42010-10-15M1 B_ESCHR_COL S S
    92011-05-28Y42010-10-16M1 B_ESCHR_COLR SR S S FALSE
    102011-09-09Y42010-11-16M1 B_ESCHR_COL S SR STRUESFALSE TRUE
    -

    Instead of 2, now 8 isolates are flagged. In total, 79.3% of all isolates are marked ‘first weighted’ - 50.9% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

    +

    Instead of 1, now 9 isolates are flagged. In total, 79.3% of all isolates are marked ‘first weighted’ - 51% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

    As with filter_first_isolate(), there’s a shortcut for this new algorithm too:

    -

    So we end up with 15,866 isolates for analysis.

    +

    So we end up with 15,859 isolates for analysis.

    We can remove unneeded columns:

    @@ -796,42 +803,74 @@ -1 -2016-08-15 -E9 -Hospital C -B_STPHY_AUR +4 +2016-10-16 +N10 +Hospital A +B_ESCHR_COL S +S +S +S +F +Gram negative +Escherichia +coli +TRUE + + +5 +2015-09-01 +L1 +Hospital D +B_ESCHR_COL R S S +S M +Gram negative +Escherichia +coli +TRUE + + +6 +2013-12-14 +Z3 +Hospital A +B_KLBSL_PNE +R +S +S +S +F +Gram negative +Klebsiella +pneumoniae +TRUE + + +7 +2011-09-19 +U9 +Hospital A +B_STPHY_AUR +S +S +S +S +F Gram positive Staphylococcus aureus TRUE - -2 -2013-02-21 -I8 -Hospital D -B_STRPTC_PNE -S -I -R -R -M -Gram positive -Streptococcus -pneumoniae -TRUE - -3 -2015-05-12 -F4 -Hospital B +8 +2016-02-23 +H1 +Hospital A B_ESCHR_COL S S @@ -844,47 +883,15 @@ TRUE -5 -2013-08-03 -V8 -Hospital C -B_STRPTC_PNE -S -S -S -R -F -Gram positive -Streptococcus -pneumoniae -TRUE - - -6 -2017-10-01 -V9 -Hospital C -B_STPHY_AUR -S -I -S -S -F -Gram positive -Staphylococcus -aureus -TRUE - - -7 -2014-06-20 -E9 +9 +2016-08-02 +I4 Hospital B B_ESCHR_COL -S -S R S +S +S M Gram negative Escherichia @@ -908,9 +915,9 @@
    freq(paste(data_1st$genus, data_1st$species))

    Or can be used like the dplyr way, which is easier readable:

    data_1st %>% freq(genus, species)
    -

    Frequency table of genus and species from a data.frame (15,866 x 13)

    +

    Frequency table of genus and species from a data.frame (15,859 x 13)

    Columns: 2
    -Length: 15,866 (of which NA: 0 = 0.00%)
    +Length: 15,859 (of which NA: 0 = 0.00%)
    Unique: 4

    Shortest: 16
    Longest: 24

    @@ -927,33 +934,33 @@ Longest: 24

    1 Escherichia coli -7,860 -49.5% -7,860 -49.5% +7,917 +49.9% +7,917 +49.9% 2 Staphylococcus aureus -3,892 -24.5% -11,752 -74.1% +3,901 +24.6% +11,818 +74.5% 3 Streptococcus pneumoniae -2,556 -16.1% -14,308 -90.2% +2,478 +15.6% +14,296 +90.1% 4 Klebsiella pneumoniae -1,558 -9.8% -15,866 +1,563 +9.9% +15,859 100.0% @@ -964,7 +971,7 @@ Longest: 24

    Resistance percentages

    The functions portion_R, portion_RI, portion_I, portion_IS and portion_S can be used to determine the portion of a specific antimicrobial outcome. They can be used on their own:

    +#> [1] 0.4776468

    Or can be used in conjuction with group_by() and summarise(), both from the dplyr package:

    data_1st %>% 
       group_by(hospital) %>% 
    @@ -977,19 +984,19 @@ Longest: 24

    Hospital A -0.4749633 +0.4658398 Hospital B -0.4879713 +0.4821041 Hospital C -0.4761905 +0.4874459 Hospital D -0.4600062 +0.4803681 @@ -1007,23 +1014,23 @@ Longest: 24

    Hospital A -0.4749633 -4773 +0.4658398 +4757 Hospital B -0.4879713 -5570 +0.4821041 +5532 Hospital C -0.4761905 +0.4874459 2310 Hospital D -0.4600062 -3213 +0.4803681 +3260 @@ -1043,27 +1050,27 @@ Longest: 24

    Escherichia -0.7249364 -0.8996183 -0.9725191 +0.7305798 +0.8974359 +0.9760010 Klebsiella -0.7291399 -0.9037227 -0.9762516 +0.7370441 +0.9040307 +0.9776072 Staphylococcus -0.7410072 -0.9229188 -0.9786742 +0.7303256 +0.9200205 +0.9771853 Streptococcus -0.7292645 +0.7332526 0.0000000 -0.7292645 +0.7332526 diff --git a/docs/articles/AMR_files/figure-html/plot 1-1.png b/docs/articles/AMR_files/figure-html/plot 1-1.png index b8ebcb6c1aae2c40369bbf4b8eeaab32b2dcbe2d..6c74e47bed74c5c47d1b4e2148a90b52c01414f7 100644 GIT binary patch literal 33836 zcmeFa2UL~WmMx5BDX2vd3n`J{5fK3a6M{s=fPj*dL`4w=CFiK+QAAXfXd;LtiGm^- z6hTxJ1j#vw$RSJ4Z*IKzf1Td#?)z?!9&h~37#5bC^PTV8VXe95oNME&rlP>OnqxH` z9UY_M(L)+^bSon1=$5}?_yzxR?3>~uzOAx3dcvNLj?0JqS?1q8Vn#=|iB9p*0WFtD z{VlF8IyH|)7sk(?WjM{Sn)CPK<*RifL!RnY>j&%eA9}Sa*zUqwgUS%Md5 zI`sbNkz1U$X*!YbHvUCbF6`mMT=RH*z8^NcC?KUs(c=^n>>+S4Np&YlriPv=Z8y{v>6_wT;$G)%c1MThY<~Txq+2KyO`Y+q=8Gfq{Vs z87?-y$e#Z8@Jm&doxOdisEP5w2V7zQo65-Lw>bp2Z#T?wIL~nE`{&1IWlb+HHWhj= 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  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/G_test.html b/docs/articles/G_test.html index 439fdc60..51b354ec 100644 --- a/docs/articles/G_test.html +++ b/docs/articles/G_test.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/SPSS.html b/docs/articles/SPSS.html new file mode 100644 index 00000000..fdf4eab7 --- /dev/null +++ b/docs/articles/SPSS.html @@ -0,0 +1,397 @@ + + + + + + + +How to import data from SPSS / SAS / Stata • AMR (for R) + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
    +
    + + + + +
    +

    +SPSS / SAS / Stata

    +

    SPSS (Statistical Package for the Social Sciences) is probably the most well-known software package for statistical analysis. SPSS is easier to learn than R, because in SPSS you only have to click a menu to run parts of your analysis. Because of its user-friendlyness, it is taught at universities and particularly useful for students who are new to statistics. From my experience, I would guess that pretty much all (bio)medical students know it at the time they graduate. SAS and Stata are statistical packages popular in big industries.

    +
    +
    +

    +Compared to R

    +

    As said, SPSS is easier to learn than R. But SPSS, SAS and Stata come with major downsides when comparing it with R:

    +
      +
    • +

      R is highly modular.

      +

      The official R network (CRAN) features almost 14,000 packages at the time of writing, our AMR package being one of them. All these packages were peer-reviewed before publication. Aside from this official channel, there are also developers who choose not to submit to CRAN, but rather keep it on their own public repository, like GitLab or GitHub. So there may even be a lot more than 14,000 packages out there.

      +

      Bottomline is, you can really extend it yourself or ask somebody to do this for you. Take for example our AMR package. SPSS, SAS and Stata will never know what a valid MIC value is (so data might not be clean) or what the Gram stain of E. coli is. Or the fact that all species of Klebiella are resistant to amoxicillin.

      +
    • +
    • +

      R is extremely flexible.

      +

      Because you write the syntax yourself, you can do anything you want. The flexibility in transforming, gathering, grouping, summarising and drawing plots is endless - with SPSS, SAS or Stata you are bound to their algorithms and styles. It may be a bit flexible, but you can never create that very specific publication-ready plot without using other (paid) software.

      +
    • +
    • +

      R can be easily automated.

      +

      Over the last years, R Markdown has really made an interesting development. With R Markdown, you can very easily reproduce your reports, whether it’s to Word, Powerpoint, a website, a PDF document or just the raw data to Excel. I use this a lot to generate monthly reports automatically. Just write the code once and enjoy the automatically updated reports at any interval you like.

      +

      For an even more professional environment, you could create Shiny apps: live manipulation of data using a custom made website. The webdesign knowledge needed (Javascript, CSS, HTML) is almost zero.

      +
    • +
    • +

      R has a huge community.

      +

      Many R users just ask questions on website like stackoverflow.com, the largest online community for programmers. At the time of writing, around 275,000 R questions have been asked on this platform (which covers questions and answer for any programming language). In my own experience, most questions are answered within a couple of minutes.

      +
    • +
    • +

      R understands any data type, including SPSS/SAS/Stata.

      +

      And that’s not vice versa I’m afraid. You can import data from any source into R. As said, from SPSS/SAS/Stata (link), but also from Excel (link), from flat files like CSV, TXT or TSV (link), or directly from databases or datawarehouses from anywhere on the world (link). You can even scrape websites to download tables that are live on the internet (link).

      +

      And the best part - you can export from R to all data formats as well. So you can import an SPSS file, do your analysis neatly in R and export back to SPSS. Although you might omit that very last step.

      +
    • +
    • +

      R is completely free and open-source.

      +

      No strings attached. It was created and is being maintained by volunteers who believe that (data) science should be open and publicly available to everybody. SPSS, SAS and Stata are quite expensive. IBM SPSS Staticstics only comes with subscriptions nowadays, varying between USD 1,300 and USD 8,500 per computer per year. SAS Analytics Pro costs around USD 10,000 per computer. Stata also has a business model with subscription fees, varying between USD 600 and USD 1,200 per computer per year, but lower prices come with a limitation of the number of variables you can work with.

      +

      If you are working at a midsized or small company, you can save it tens of thousands of dollars by using R instead of SPSS - gaining even more functions and flexibility. And all R enthousiasts can do as much PR as they want (like I do here), because nobody is officially associated with or affiliated by R. It is really free.

      +
    • +
    +

    If you sometimes write syntaxes in SPSS to run a complete analysis or to ‘automate’ some of your work, you should perhaps do this in R. You will notice that writing syntaxes in R is a lot more nifty and clever than in SPSS.

    +
    +
    +

    +Import data from SPSS/SAS/Stata

    +
    +

    +RStudio

    +

    To work with R, probably the best option is to use RStudio. It is an open-source and free desktop environment which not only allows you to run R code, but also supports project management, version management, package management and convenient import menu to work with other data sources. You can also run RStudio Server, which is nothing less than the complete RStudio software available as a website (e.g. in your corporate network or at home).

    +

    To import a data file, just click Import Dataset in the Environment tab:

    +

    +

    If additional packages are needed, RStudio will ask you if they should be installed on beforehand.

    +

    In the the window that opens, you can define all options (parameters) that should be used for import and you’re ready to go:

    +

    +

    If you want named variables to be imported as factors so it resembles SPSS more, use as_factor().

    +

    The difference is this:

    + +
    +
    +

    +Base R

    +

    To import data from SPSS, SAS or Stata, you can use the great haven package yourself:

    + +

    You can now import files as follows:

    +
    +

    +SPSS

    +

    To read files from SPSS into R:

    +
    # read any SPSS file based on file extension (best way):
    +read_spss(file = "path/to/file")
    +
    +# read .sav or .zsav file:
    +read_sav(file = "path/to/file")
    +
    +# read .por file:
    +read_por(file = "path/to/file")
    +

    Do not forget about as_factor(), as mentioned above.

    +

    To export your R objects to the SPSS file format:

    +
    # save as .sav file:
    +write_sav(data = yourdata, path = "path/to/file")
    +
    +# save as compressed .zsav file:
    +write_sav(data = yourdata, path = "path/to/file", compress = TRUE)
    +
    +
    +

    +SAS

    +

    To read files from SAS into R:

    +
    # read .sas7bdat + .sas7bcat files:
    +read_sas(data_file = "path/to/file", catalog_file = NULL)
    +
    +# read SAS transport files (version 5 and version 8):
    +read_xpt(file = "path/to/file")
    +

    To export your R objects to the SAS file format:

    +
    # save as regular SAS file:
    +write_sas(data = yourdata, path = "path/to/file")
    +
    +# the SAS transport format is an open format 
    +# (required for submission of the data to the FDA)
    +write_xpt(data = yourdata, path = "path/to/file", version = 8)
    +
    +
    +

    +Stata

    +

    To read files from Stata into R:

    +
    # read .dta file:
    +read_stata(file = "/path/to/file")
    +
    +# works exactly the same:
    +read_dta(file = "/path/to/file")
    +

    To export your R objects to the Stata file format:

    + +
    +
    +
    +
    + + + +
    + + + +
    + + + + + diff --git a/docs/articles/WHONET.html b/docs/articles/WHONET.html index 7e0c1b40..34d9fc96 100644 --- a/docs/articles/WHONET.html +++ b/docs/articles/WHONET.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/atc_property.html b/docs/articles/atc_property.html index 6fb5fb0a..a958d76c 100644 --- a/docs/articles/atc_property.html +++ b/docs/articles/atc_property.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/benchmarks.html b/docs/articles/benchmarks.html index c366169e..45722e41 100644 --- a/docs/articles/benchmarks.html +++ b/docs/articles/benchmarks.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/freq.html b/docs/articles/freq.html index ca9f0361..db8b423f 100644 --- a/docs/articles/freq.html +++ b/docs/articles/freq.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/index.html b/docs/articles/index.html index 88a1f82d..87d81222 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -121,6 +121,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • @@ -232,6 +239,7 @@
  • How to conduct AMR analysis
  • How to apply EUCAST rules
  • How to use the *G*-test
  • +
  • How to import data from SPSS / SAS / Stata
  • How to work with WHONET data
  • How to get properties of an antibiotic
  • Benchmarks
  • diff --git a/docs/articles/mo_property.html b/docs/articles/mo_property.html index 3a1da9ed..7cd41212 100644 --- a/docs/articles/mo_property.html +++ b/docs/articles/mo_property.html @@ -83,6 +83,13 @@ Work with WHONET data +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/articles/resistance_predict.html b/docs/articles/resistance_predict.html index 531e53c3..20f66452 100644 --- a/docs/articles/resistance_predict.html +++ b/docs/articles/resistance_predict.html @@ -83,6 +83,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • diff --git a/docs/authors.html b/docs/authors.html index a2906631..dded1b7f 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -121,6 +121,13 @@ Work with WHONET data
  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • @@ -230,7 +237,7 @@

  • -

    Christian F. Luz. Author, reviewer. ORCID +

    Christian F. Luz. Author. ORCID

  • diff --git a/docs/extra.css b/docs/extra.css index 9d2cdc72..2a1d3b1d 100644 --- a/docs/extra.css +++ b/docs/extra.css @@ -79,6 +79,10 @@ a pre[href], a pre[href]:hover, a pre[href]:focus { /* adjusted colour for all real links; having href attribute */ color: #128f76; } +.ot, .dv { + /* numbers and TRUE/FALSE */ + color: slategray; +} /* syntax font */ pre, code { diff --git a/docs/extra.js b/docs/extra.js index f8e2d62c..a8fbe436 100644 --- a/docs/extra.js +++ b/docs/extra.js @@ -56,6 +56,20 @@ $( document ).ready(function() { '' + ''); + // doctoral titles of authors + function doct_tit(x) { + if (typeof(x) != "undefined") { + x = x.replace("Corinna", "Dr Corinna"); + x = x.replace("Alex", "Prof Dr Alex"); + x = x.replace("Bhanu", "Prof Dr Bhanu"); + x = x.replace(/Author, thesis advisor/g, "Doctoral advisor"); + } + return(x); + } + $(".template-authors").html(doct_tit($(".template-authors").html())); + $(".developers").html(doct_tit($(".developers").html())); + 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  • +
  • + + + + Import data from SPSS/SAS/Stata + +
  • @@ -189,9 +196,10 @@

    (TLDR - to find out how to conduct AMR analysis, please continue reading here to get started.


    -

    AMR is a free and open-source R package to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial properties by using evidence-based methods. It supports any table format, including WHONET/EARS-Net data.

    +

    AMR is a free and open-source R package to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial properties by using evidence-based methods. It supports any data format, including WHONET/EARS-Net data.

    After installing this package, R knows almost all ~20,000 microorganisms and ~500 antibiotics by name and code, and knows all about valid RSI and MIC values.

    -

    We created this package for both academic research and routine analysis at the Faculty of Medical Sciences of the University of Groningen and the Medical Microbiology & Infection Prevention (MMBI) department of the University Medical Center Groningen (UMCG). This R package is actively maintained and free software; you can freely use and distribute it for both personal and commercial (but not patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation. Read the full license here.

    +

    Used to SPSS? Read our tutorial on how to import data from SPSS, SAS or Stata and learn in which ways R outclasses any of these statistical packages.

    +

    We created this package for both academic research and routine analysis at the Faculty of Medical Sciences of the University of Groningen, the Netherlands, and the Medical Microbiology & Infection Prevention (MMBI) department of the University Medical Center Groningen (UMCG). This R package is actively maintained and is free software; you can freely use and distribute it for both personal and commercial (but not patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation. Read the full license here.

    This package can be used for:

    • Calculating antimicrobial resistance
    • @@ -373,7 +381,7 @@
    • Matthijs S. Berends
      Author, maintainer ORCID
    • -Christian F. Luz
      Author, reviewer ORCID
    • +Christian F. Luz
      Author ORCID
    • Corinna Glasner
      Author, thesis advisor ORCID
    • diff --git a/docs/news/index.html b/docs/news/index.html index e1dcf835..31d150a4 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -121,6 +121,13 @@ Work with WHONET data
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    • + + + + Import data from SPSS/SAS/Stata + +
    • diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 651139dc..395f1599 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -5,6 +5,7 @@ articles: AMR: AMR.html EUCAST: EUCAST.html G_test: G_test.html + SPSS: SPSS.html WHONET: WHONET.html atc_property: atc_property.html benchmarks: benchmarks.html diff --git a/docs/reference/AMR-deprecated.html b/docs/reference/AMR-deprecated.html index f86c8d56..58c0c043 100644 --- a/docs/reference/AMR-deprecated.html +++ b/docs/reference/AMR-deprecated.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/AMR.html b/docs/reference/AMR.html index 8a29108d..ef80a315 100644 --- a/docs/reference/AMR.html +++ b/docs/reference/AMR.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/ITIS.html b/docs/reference/ITIS.html index 12c02903..e2cf9b6a 100644 --- a/docs/reference/ITIS.html +++ b/docs/reference/ITIS.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/WHOCC.html b/docs/reference/WHOCC.html index 42a5e086..a1bd7443 100644 --- a/docs/reference/WHOCC.html +++ b/docs/reference/WHOCC.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/WHONET.html b/docs/reference/WHONET.html index 282ca212..b25d7f49 100644 --- a/docs/reference/WHONET.html +++ b/docs/reference/WHONET.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/abname.html b/docs/reference/abname.html index 2d5c5f6f..34e3e196 100644 --- a/docs/reference/abname.html +++ b/docs/reference/abname.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/age.html b/docs/reference/age.html index 9719d625..60a469dd 100644 --- a/docs/reference/age.html +++ b/docs/reference/age.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/age_groups.html b/docs/reference/age_groups.html index 2cb26f00..9436195a 100644 --- a/docs/reference/age_groups.html +++ b/docs/reference/age_groups.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/antibiotics.html b/docs/reference/antibiotics.html index 9514f821..457f6757 100644 --- a/docs/reference/antibiotics.html +++ b/docs/reference/antibiotics.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/as.atc.html b/docs/reference/as.atc.html index 23e15ff3..fd39f120 100644 --- a/docs/reference/as.atc.html +++ b/docs/reference/as.atc.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/as.mic.html b/docs/reference/as.mic.html index fd4b3a76..4dbe3ae2 100644 --- a/docs/reference/as.mic.html +++ b/docs/reference/as.mic.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/as.mo.html b/docs/reference/as.mo.html index f5160d59..0e5fb0f2 100644 --- a/docs/reference/as.mo.html +++ b/docs/reference/as.mo.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/as.rsi.html b/docs/reference/as.rsi.html index eaa246dc..c8fd8819 100644 --- a/docs/reference/as.rsi.html +++ b/docs/reference/as.rsi.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/atc_online.html b/docs/reference/atc_online.html index 5307b3c6..784499b0 100644 --- a/docs/reference/atc_online.html +++ b/docs/reference/atc_online.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/atc_property.html b/docs/reference/atc_property.html index 8bc08031..557beda6 100644 --- a/docs/reference/atc_property.html +++ b/docs/reference/atc_property.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/availability.html b/docs/reference/availability.html index 762976e8..bbbf1bd0 100644 --- a/docs/reference/availability.html +++ b/docs/reference/availability.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/count.html b/docs/reference/count.html index 566f7d3f..e984dccf 100644 --- a/docs/reference/count.html +++ b/docs/reference/count.html @@ -124,6 +124,13 @@ count_R and count_IR can be used to count resistant isolates, count_S and count_ Work with WHONET data
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    • diff --git a/docs/reference/eucast_rules.html b/docs/reference/eucast_rules.html index db29db09..8572aa1a 100644 --- a/docs/reference/eucast_rules.html +++ b/docs/reference/eucast_rules.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/first_isolate.html b/docs/reference/first_isolate.html index 6a933c76..bfd3a422 100644 --- a/docs/reference/first_isolate.html +++ b/docs/reference/first_isolate.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/freq.html b/docs/reference/freq.html index 984ed3dd..48abe66f 100644 --- a/docs/reference/freq.html +++ b/docs/reference/freq.html @@ -124,6 +124,13 @@ top_freq can be used to get the top/bottom n items of a frequency table, with co Work with WHONET data
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    • diff --git a/docs/reference/g.test.html b/docs/reference/g.test.html index 2a424420..40c73902 100644 --- a/docs/reference/g.test.html +++ b/docs/reference/g.test.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/get_locale.html b/docs/reference/get_locale.html index c1da1cbd..38f155cb 100644 --- a/docs/reference/get_locale.html +++ b/docs/reference/get_locale.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/ggplot_rsi.html b/docs/reference/ggplot_rsi.html index 2aaf9650..a797afa8 100644 --- a/docs/reference/ggplot_rsi.html +++ b/docs/reference/ggplot_rsi.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/guess_ab_col.html b/docs/reference/guess_ab_col.html index 2b699ed8..aceb1f4c 100644 --- a/docs/reference/guess_ab_col.html +++ b/docs/reference/guess_ab_col.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/index.html b/docs/reference/index.html index 6d4827f2..c8d15d3b 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -121,6 +121,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/join.html b/docs/reference/join.html index 5624fb43..f05a3c25 100644 --- a/docs/reference/join.html +++ b/docs/reference/join.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/key_antibiotics.html b/docs/reference/key_antibiotics.html index 72d175a6..0d610bd3 100644 --- a/docs/reference/key_antibiotics.html +++ b/docs/reference/key_antibiotics.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/kurtosis.html b/docs/reference/kurtosis.html index 2fa24e13..77ea1b56 100644 --- a/docs/reference/kurtosis.html +++ b/docs/reference/kurtosis.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/like.html b/docs/reference/like.html index 4d035350..6c2c77e6 100644 --- a/docs/reference/like.html +++ b/docs/reference/like.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/mdro.html b/docs/reference/mdro.html index 603a767d..ee9f50eb 100644 --- a/docs/reference/mdro.html +++ b/docs/reference/mdro.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/microorganisms.codes.html b/docs/reference/microorganisms.codes.html index 4633a9d0..ba118d20 100644 --- a/docs/reference/microorganisms.codes.html +++ b/docs/reference/microorganisms.codes.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/microorganisms.old.html b/docs/reference/microorganisms.old.html index 3e976e17..cdc77348 100644 --- a/docs/reference/microorganisms.old.html +++ b/docs/reference/microorganisms.old.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/mo_property.html b/docs/reference/mo_property.html index 2098a29f..f8806c5f 100644 --- a/docs/reference/mo_property.html +++ b/docs/reference/mo_property.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/mo_source.html b/docs/reference/mo_source.html index 7250c4f7..1b50389a 100644 --- a/docs/reference/mo_source.html +++ b/docs/reference/mo_source.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/p.symbol.html b/docs/reference/p.symbol.html index 7f15d201..3987f63e 100644 --- a/docs/reference/p.symbol.html +++ b/docs/reference/p.symbol.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/portion.html b/docs/reference/portion.html index 6b9d0cbe..07963fb7 100644 --- a/docs/reference/portion.html +++ b/docs/reference/portion.html @@ -124,6 +124,13 @@ portion_R and portion_IR can be used to calculate resistance, portion_S and port Work with WHONET data
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    • diff --git a/docs/reference/read.4D.html b/docs/reference/read.4D.html index 6d6c0eb6..dbb6dacc 100644 --- a/docs/reference/read.4D.html +++ b/docs/reference/read.4D.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/resistance_predict.html b/docs/reference/resistance_predict.html index 3745dd79..8b8fcbc1 100644 --- a/docs/reference/resistance_predict.html +++ b/docs/reference/resistance_predict.html @@ -123,6 +123,13 @@ Work with WHONET data
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    • diff --git a/docs/reference/rsi.html b/docs/reference/rsi.html index f5503c0f..10a1179f 100644 --- a/docs/reference/rsi.html +++ b/docs/reference/rsi.html @@ -123,6 +123,13 @@ Work with WHONET data
    • +
    • + + + + Import data from SPSS/SAS/Stata + +
    • diff --git a/docs/reference/septic_patients.html b/docs/reference/septic_patients.html index fc4dbbd5..2bd58b88 100644 --- a/docs/reference/septic_patients.html +++ b/docs/reference/septic_patients.html @@ -123,6 +123,13 @@ Work with WHONET data
    • +
    • + + + + Import data from SPSS/SAS/Stata + +
    • diff --git a/docs/reference/skewness.html b/docs/reference/skewness.html index 1b019af9..90b85a9c 100644 --- a/docs/reference/skewness.html +++ b/docs/reference/skewness.html @@ -124,6 +124,13 @@ When negative: the left tail is longer; the mass of the distribution is concentr Work with WHONET data
    • +
    • + + + + Import data from SPSS/SAS/Stata + +
    • diff --git a/docs/reference/supplementary_data.html b/docs/reference/supplementary_data.html index 9745acc7..c34e92b2 100644 --- a/docs/reference/supplementary_data.html +++ b/docs/reference/supplementary_data.html @@ -123,6 +123,13 @@ Work with WHONET data
    • +
    • + + + + Import data from SPSS/SAS/Stata + +
    • diff --git a/docs/sitemap.xml b/docs/sitemap.xml index c2f8bedc..be3e9d04 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -138,6 +138,9 @@ https://msberends.gitlab.io/AMR/articles/G_test.html + + https://msberends.gitlab.io/AMR/articles/SPSS.html + https://msberends.gitlab.io/AMR/articles/WHONET.html diff --git a/index.md b/index.md index 913c1759..fad51ca6 100644 --- a/index.md +++ b/index.md @@ -4,12 +4,14 @@ ---- -`AMR` is a free and open-source [R package](https://www.r-project.org) to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial properties by using evidence-based methods. It supports any table format, including WHONET/EARS-Net data. +`AMR` is a free and open-source [R package](https://www.r-project.org) to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial properties by using evidence-based methods. It supports any data format, including WHONET/EARS-Net data. After installing this package, R knows almost all ~20,000 microorganisms and ~500 antibiotics by name and code, and knows all about valid RSI and MIC values. -We created this package for both academic research and routine analysis at the Faculty of Medical Sciences of the University of Groningen and the Medical Microbiology & Infection Prevention (MMBI) department of the University Medical Center Groningen (UMCG). -This R package is actively maintained and free software; you can freely use and distribute it for both personal and commercial (but **not** patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation. Read the full license [here](./LICENSE-text.html). +**Used to SPSS?** Read our [tutorial on how to import data from SPSS, SAS or Stata](./articles/SPSS.html) and learn in which ways R outclasses any of these statistical packages. + +We created this package for both academic research and routine analysis at the Faculty of Medical Sciences of the University of Groningen, the Netherlands, and the Medical Microbiology & Infection Prevention (MMBI) department of the University Medical Center Groningen (UMCG). +This R package is actively maintained and is free software; you can freely use and distribute it for both personal and commercial (but **not** patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation. Read the full license [here](./LICENSE-text.html). 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Berends" +date: "14 February 2019" +output: + rmarkdown::html_vignette: + toc: true +vignette: > + %\VignetteIndexEntry{How to import data from SPSS / SAS / Stata} + %\VignetteEncoding{UTF-8} + %\VignetteEngine{knitr::rmarkdown} +editor_options: + chunk_output_type: console +--- + +```{r setup, include = FALSE, results = 'markup'} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +# set to original language (English) +Sys.setlocale(locale = "C") +``` + +## SPSS / SAS / Stata + +SPSS (Statistical Package for the Social Sciences) is probably the most well-known software package for statistical analysis. SPSS is easier to learn than R, because in SPSS you only have to click a menu to run parts of your analysis. Because of its user-friendlyness, it is taught at universities and particularly useful for students who are new to statistics. From my experience, I would guess that pretty much all (bio)medical students know it at the time they graduate. SAS and Stata are statistical packages popular in big industries. + +## Compared to R + +As said, SPSS is easier to learn than R. But SPSS, SAS and Stata come with major downsides when comparing it with R: + +* **R is highly modular.** + + The [official R network (CRAN)](https://cran.r-project.org/web/packages/) features almost 14,000 packages at the time of writing, our `AMR` package being one of them. All these packages were peer-reviewed before publication. Aside from this official channel, there are also developers who choose not to submit to CRAN, but rather keep it on their own public repository, like GitLab or GitHub. So there may even be a lot more than 14,000 packages out there. + + Bottomline is, you can really extend it yourself or ask somebody to do this for you. Take for example our `AMR` package. SPSS, SAS and Stata will never know what a valid MIC value is (so data might not be clean) or what the Gram stain of *E. coli* is. Or the fact that all species of *Klebiella* are resistant to amoxicillin. + +* **R is extremely flexible.** + + Because you write the syntax yourself, you can do anything you want. The flexibility in transforming, gathering, grouping, summarising and drawing plots is endless - with SPSS, SAS or Stata you are bound to their algorithms and styles. It may be a bit flexible, but you can never create that very specific publication-ready plot without using other (paid) software. + +* **R can be easily automated.** + + Over the last years, [R Markdown](https://rmarkdown.rstudio.com/) has really made an interesting development. With R Markdown, you can very easily reproduce your reports, whether it's to Word, Powerpoint, a website, a PDF document or just the raw data to Excel. I use this a lot to generate monthly reports automatically. Just write the code once and enjoy the automatically updated reports at any interval you like. + + For an even more professional environment, you could create [Shiny apps](https://shiny.rstudio.com/): live manipulation of data using a custom made website. The webdesign knowledge needed (Javascript, CSS, HTML) is almost *zero*. + +* **R has a huge community.** + + Many R users just ask questions on website like [stackoverflow.com](https://stackoverflow.com), the largest online community for programmers. At the time of writing, around [275,000 R questions](https://stackoverflow.com/questions/tagged/r?sort=votes) have been asked on this platform (which covers questions and answer for any programming language). In my own experience, most questions are answered within a couple of minutes. + +* **R understands any data type, including SPSS/SAS/Stata.** + + And that's not vice versa I'm afraid. You can import data from any source into R. As said, from SPSS/SAS/Stata ([link](https://haven.tidyverse.org/)), but also from Excel ([link](https://readxl.tidyverse.org/)), from flat files like CSV, TXT or TSV ([link](https://readr.tidyverse.org/)), or directly from databases or datawarehouses from anywhere on the world ([link](https://dbplyr.tidyverse.org/)). You can even scrape websites to download tables that are live on the internet ([link](https://github.com/hadley/rvest)). + + And the best part - you can export from R to all data formats as well. So you can import an SPSS file, do your analysis neatly in R and export back to SPSS. Although you might omit that very last step. + +* **R is completely free and open-source.** + + No strings attached. It was created and is being maintained by volunteers who believe that (data) science should be open and publicly available to everybody. SPSS, SAS and Stata are quite expensive. IBM SPSS Staticstics only comes with subscriptions nowadays, varying [between USD 1,300 and USD 8,500](https://www.ibm.com/products/spss-statistics/pricing) per computer *per year*. SAS Analytics Pro costs [around USD 10,000](https://www.sas.com/store/products-solutions/sas-analytics-pro/prodPERSANL.html) per computer. Stata also has a business model with subscription fees, varying [between USD 600 and USD 1,200](https://www.stata.com/order/new/bus/single-user-licenses/dl/) per computer per year, but lower prices come with a limitation of the number of variables you can work with. + + If you are working at a midsized or small company, you can save it tens of thousands of dollars by using R instead of SPSS - gaining even more functions and flexibility. And all R enthousiasts can do as much PR as they want (like I do here), because nobody is officially associated with or affiliated by R. It is really free. + + +If you sometimes write syntaxes in SPSS to run a complete analysis or to 'automate' some of your work, you should perhaps do this in R. You will notice that writing syntaxes in R is a lot more nifty and clever than in SPSS. + +## Import data from SPSS/SAS/Stata + +### RStudio +To work with R, probably the best option is to use [RStudio](https://www.rstudio.com/products/rstudio/). It is an open-source and free desktop environment which not only allows you to run R code, but also supports project management, version management, package management and convenient import menu to work with other data sources. You can also run [RStudio Server](https://www.rstudio.com/products/rstudio/), which is nothing less than the complete RStudio software available as a website (e.g. in your corporate network or at home). + +To import a data file, just click *Import Dataset* in the Environment tab: + +![](../import1.png) + +If additional packages are needed, RStudio will ask you if they should be installed on beforehand. + +In the the window that opens, you can define all options (parameters) that should be used for import and you're ready to go: + +![](../import2.png) + +If you want named variables to be imported as factors so it resembles SPSS more, use `as_factor()`. + +The difference is this: + +```{r, eval = FALSE} +SPSS_data +# # A tibble: 4,203 x 4 +# v001 sex status statusage +# +# 1 10002 1 1 76.6 +# 2 10004 0 1 59.1 +# 3 10005 1 1 54.5 +# 4 10006 1 1 54.1 +# 5 10007 1 1 57.7 +# 6 10008 1 1 62.8 +# 7 10010 0 1 63.7 +# 8 10011 1 1 73.1 +# 9 10017 1 1 56.7 +# 10 10018 0 1 66.6 +# # … with 4,193 more rows + +as_factor(SPSS_data) +# # A tibble: 4,203 x 4 +# v001 sex status statusage +# +# 1 10002 Male alive 76.6 +# 2 10004 Female alive 59.1 +# 3 10005 Male alive 54.5 +# 4 10006 Male alive 54.1 +# 5 10007 Male alive 57.7 +# 6 10008 Male alive 62.8 +# 7 10010 Female alive 63.7 +# 8 10011 Male alive 73.1 +# 9 10017 Male alive 56.7 +# 10 10018 Female alive 66.6 +# # … with 4,193 more rows +``` + +### Base R + +To import data from SPSS, SAS or Stata, you can use the [great `haven` package](https://haven.tidyverse.org/) yourself: + +```{r, eval = FALSE} +# download and install the latest version: +install.packages("haven") +# load the package you just installed: +library(haven) +``` + +You can now import files as follows: + +#### SPSS + +To read files from SPSS into R: + +```{r, eval = FALSE} +# read any SPSS file based on file extension (best way): +read_spss(file = "path/to/file") + +# read .sav or .zsav file: +read_sav(file = "path/to/file") + +# read .por file: +read_por(file = "path/to/file") +``` + +Do not forget about `as_factor()`, as mentioned above. + +To export your R objects to the SPSS file format: + +```{r, eval = FALSE} +# save as .sav file: +write_sav(data = yourdata, path = "path/to/file") + +# save as compressed .zsav file: +write_sav(data = yourdata, path = "path/to/file", compress = TRUE) +``` + +#### SAS + +To read files from SAS into R: + +```{r, eval = FALSE} +# read .sas7bdat + .sas7bcat files: +read_sas(data_file = "path/to/file", catalog_file = NULL) + +# read SAS transport files (version 5 and version 8): +read_xpt(file = "path/to/file") +``` + +To export your R objects to the SAS file format: + +```{r, eval = FALSE} +# save as regular SAS file: +write_sas(data = yourdata, path = "path/to/file") + +# the SAS transport format is an open format +# (required for submission of the data to the FDA) +write_xpt(data = yourdata, path = "path/to/file", version = 8) +``` + +#### Stata + +To read files from Stata into R: + +```{r, eval = FALSE} +# read .dta file: +read_stata(file = "/path/to/file") + +# works exactly the same: +read_dta(file = "/path/to/file") +``` + +To export your R objects to the Stata file format: + +```{r, eval = FALSE} +# save as .dta file, Stata version 14: +# (supports Stata v8 until v15 at the time of writing) +write_dta(data = yourdata, path = "/path/to/file", version = 14) +``` diff --git a/vignettes/benchmarks.Rmd b/vignettes/benchmarks.Rmd index 7c5d103a..3e8b1001 100755 --- a/vignettes/benchmarks.Rmd +++ b/vignettes/benchmarks.Rmd @@ -1,7 +1,7 @@ --- title: "Benchmarks" author: "Matthijs S. Berends" -date: '`r format(Sys.Date(), "%d %B %Y")`' +date: "14 February 2019" output: rmarkdown::html_vignette: toc: true