mirror of
https://github.com/SASPAC/baseplus.git
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699 lines
16 KiB
SAS
699 lines
16 KiB
SAS
/* WUSS 2024 Paper 164 */
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/* "Here Comes the Rain (Cloud Plot) Again" */
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/* by Bartosz Jablonski */
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/* Rain Cloud Plots - PART 1 - Article Plots */
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/* SETUP *//*
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----------------------------------------------------------------------
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Only the first time:
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^^^^^^^^^^^^^^^^^^^^
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filename packages "/path/to/my/packages";
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filename SPFinit url "https://bit.ly/SPFinit"; *(1);
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%include SPFinit;
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%installPackage(SPFinit BasePlus) *(2);
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----------------------------------------------------------------------
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On start of fresh SAS session:
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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filename packages "/path/to/my/packages";
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%include packages(SPFinit.sas);
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%loadPackageS(BasePlus) *(3);
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----------------------------------------------------------------------*/
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/*footnotes**********************************************************
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*(1); Bitly points to:
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https://github.com/yabwon/SAS_PACKAGES/blob/main/SPF/SPFinit.sas
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*(2); BasePlus is loaded for the %RainCloudPlot() macro.
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*(3); RainCloudPlot can be just "cherry picked" from BasePlus:
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%loadPackage(BasePlus, cherryPick=RainCloudPlot)
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*********************************************************************/
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/* basePlus, version 1.41.0 or later is required */
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/* Help notes in log */
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%helpPackage(basePlus, RainCloudPlot)
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%let path=/path/for/plots/; /* adjust for your session */
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resetline;
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data have;
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call streaminit(42);
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do i = 1 to 3;
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groupingVar = byte(64+i);
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do j = 1 to rand("integer",17,42);
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select(i);
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when(1) analysisVar = rand("uniform", 1, 7);
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when(2) analysisVar = rand("normal", -3, 2);
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when(3) analysisVar = rand("exponential", 2);
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otherwise;
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end;
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output;
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end;
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end;
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drop i j;
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run;
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proc print;
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run;
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/* utility macros */
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%macro beforePlot(N,orientation=landscape,papersize=A4);
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ods printer close; ods pdf close;
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options orientation=&orientation. nodate nonumber papersize=&papersize. center;
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options topmargin=0cm leftmargin=0cm rightmargin=0cm bottommargin=0cm;
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ods pdf file="&path.//WUSS2024paper164plot&n..pdf" contents=no notoc dpi=600;
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ods printer file="&path.//WUSS2024paper164plot&n..svg" printer=svg dpi=600;
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%mend beforePlot;
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%macro afterPlot();
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ods printer close;
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ods pdf close;
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%mend afterPlot;
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/* 1 */
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%beforePlot(1);
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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)
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%afterPlot()
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/* 2 */
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%beforePlot(2)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, TITLE = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";
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)
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, FOOTNOTE =
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%str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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)
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%afterPlot()
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/* 3 */
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%beforePlot(3)
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data colors;
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input color :$20. @@;
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retain y -0.5;
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value=1;
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x=1;
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y+1;
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cards;
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BlueViolet RoyalBlue OliveDrab
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Gold HotPink Crimson
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MediumPurple CornflowerBlue YellowGreen
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Goldenrod Orchid IndianRed
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;
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run;
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proc sgplot data=colors noborder noautolegend nowall subpixel;
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styleattrs
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DATACOLORS = (
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BlueViolet RoyalBlue OliveDrab
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Gold HotPink Crimson
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MediumPurple CornflowerBlue YellowGreen
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Goldenrod Orchid IndianRed
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)
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;
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vbarparm response=value category=value/
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group=color
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grouporder=data
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nooutline
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groupdisplay=stack
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clusterwidth=1
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baselineattrs=(thickness=0)
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;
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text X=x Y=y TEXT=color /
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backlight=.5
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position=right
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discreteoffset=-0.42
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textattrs=(family="Courier New" size=14 weight=bold)
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;
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xaxis display=none offsetmax=0 offsetmin=0;
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yaxis display=none;
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run;
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%afterPlot()
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/* 4 */
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%beforePlot(4)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";
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)
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, footnote =
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%str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, MONOCHROME=1
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)
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%afterPlot()
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/* 5 */
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%beforePlot(5)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, COLORSLIST = CornflowerBlue OliveDrab IndianRed
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)
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%afterPlot()
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/* 6 */
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%beforePlot(6)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, RAINDROPSIZE = 8px
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, KERNEL_K = quadratic
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, KERNEL_C = 0.99
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, VSCALE = Percent
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, VSCALEmax = 60
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)
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%afterPlot()
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/* 7 */
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%beforePlot(7)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud (without BOX) Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, BOXPLOT=0
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)
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%afterPlot()
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/* 8 */
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%beforePlot(8)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, BOXPLOT=1
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, BOXPLOTFILL = 0.5
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, BOXPLOTLINESIZE = 2px
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, BOXPLOTSYMBOLSIZE = 12px 8px
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)
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%afterPlot()
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resetline;
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proc format;
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value $ FormatForGroup
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"A" = 'Uniform[1, 7]'
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"B" = 'Normal(-4, 2)'
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"C" = 'Exponential(2)'
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other = "Unknown!"
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;
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picture myPercent
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0-100 = "099.9%"
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other = "Wrong value"
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;
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run;
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proc datasets lib=work nolist;
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modify have;
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format groupingVar $FormatForGroup.;
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run;
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quit;
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/* 9 */
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%let labelStyle = size=10 family="Courier New" color=MidnightBlue weight=bold;
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%let valuesStyle = size=8 family="Courier New" style=italic;
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%beforePlot(9)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, boxplot=1
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, boxplotfill = 0.5
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, boxplotlinesize = 2px
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, boxplotsymbolsize = 12px 8px
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, XLABELS = ("Analyzed variable")
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, XLABELPOS = CENTER
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, XLABELATTRS = &labelStyle.
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, XAXISVALUEATTRS = &valuesStyle.
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, XAXISTICKSTYLE = ACROSS
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, XBOTHAXIS = 0
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, XAXISVALUES=(-10 to 10 by 2)
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, XAXISVALUESFORMAT=F5.2 /* instead w.d format use Fw.d !! */
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, XAXISOTHER=grid gridattrs=(thickness=0)
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minor minorgrid minorgridattrs=(color=cxefefef pattern=dot)
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, CATLABELS = ("Grouping variable with formated values")
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, CATLABELPOS = TOP
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, CATLABELATTRS = &labelStyle.
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, CATAXISVALUEATTRS = &valuesStyle.
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, FORMATED = 1
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, Y2AXIS = 1
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, Y2AXISLEVELS = 5
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, Y2AXISVALUEATTRS = &valuesStyle.
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, Y2AXISFORMAT = myPercent.
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, Y2AXISLINES = 1
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)
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%afterPlot()
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/* 10 */
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%let labelStyle = size=10 family="Courier New" color=MidnightBlue weight=bold;
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%let valuesStyle = size=8 family="Courier New" style=italic;
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%beforePlot(10)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, boxplot=1
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, boxplotfill = 0.5
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, boxplotlinesize = 2px
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, boxplotsymbolsize = 12px 8px
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, xlabels = ("Analyzed variable")
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, xlabelpos = CENTER
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, xlabelattrs = &labelStyle.
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, xaxisvalueattrs = &valuesStyle.
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, xaxistickstyle = ACROSS
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, xbothaxis = 0
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, xaxisValues=(-8 to 8 by 2)
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, xaxisValuesFormat=F5.2
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, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
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, catlabels = ("Grouping variable with formated values")
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, catlabelpos = TOP
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, catlabelattrs = &labelStyle.
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, cataxisvalueattrs = &valuesStyle.
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, formated = 1
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, y2axis = 1
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, y2axislevels = 5
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, y2axisvalueattrs = &valuesStyle.
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, y2axisformat = myPercent.
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, y2axislines = 1
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, WIDTHPX = 1200
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, HEIGHTPX = 300
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, MINRANGE = -8
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, MAXRANGE = 8
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)
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%afterPlot()
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/* 11 */
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%let labelStyle = size=10 family="Courier New" color=MidnightBlue weight=bold;
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%let valuesStyle = size=8 family="Courier New" style=italic;
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%beforePlot(11)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, boxplot=1
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, boxplotfill = 0.5
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, boxplotlinesize = 2px
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, boxplotsymbolsize = 12px 8px
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, xlabels = ("Analyzed variable")
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, xlabelpos = CENTER
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, xlabelattrs = &labelStyle.
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, xaxisvalueattrs = &valuesStyle.
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, xaxistickstyle = ACROSS
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, xbothaxis = 0
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, xaxisValues=(-8 to 8 by 2)
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, xaxisValuesFormat=F5.2
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, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
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, catlabels = ("Grouping variable with formated values")
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, catlabelpos = TOP
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, catlabelattrs = &labelStyle.
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, cataxisvalueattrs = &valuesStyle.
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, formated = 1
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, y2axis = 1
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, y2axislevels = 5
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, y2axisvalueattrs = &valuesStyle.
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, y2axisformat = myPercent.
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, y2axislines = 1
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, widthpx = 1200
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, heightpx = 300
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, minrange = -8
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, maxrange = 8
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, ODSGRAPHICSOPTIONS = NOBORDER
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, SGPLOTOPTIONS = NOAUTOLEGEND NOBORDER NOWALL PAD=0
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)
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%afterPlot()
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/* 12 */
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%let labelStyle = size=10 family="Courier New" color=MidnightBlue weight=bold;
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%let valuesStyle = size=8 family="Courier New" style=italic;
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data WORK.IN_PROGRESS;
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function="TEXT"; transparency=0.5;
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textcolor="GOLD"; textweight="BOLD";
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widthunit="PERCENT"; drawspace="GRAPHPERCENT";
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width=500;
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label="*) will be ready for WUSS 2024";
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textsize=24; anchor="LEFT ";
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x1=2; y1=3; rotate=0;
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output;
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label="Draft(*ESC*){sup '*'}";
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textsize=128; anchor="CENTER";
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x1=50; y1=50; rotate=30;
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output;
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run;
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%beforePlot(12)
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%rainCloudPlot(
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have
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, boxplot=1
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, boxplotfill = 0.5
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, boxplotlinesize = 2px
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, boxplotsymbolsize = 12px 8px
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, xlabels = ("Analyzed variable")
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, xlabelpos = CENTER
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, xlabelattrs = &labelStyle.
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, xaxisvalueattrs = &valuesStyle.
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, xaxistickstyle = ACROSS
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, xbothaxis = 0
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, xaxisValues=(-8 to 8 by 2)
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, xaxisValuesFormat=F5.2
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, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
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, catlabels = ("Grouping variable with formated values")
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, catlabelpos = TOP
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, catlabelattrs = &labelStyle.
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, cataxisvalueattrs = &valuesStyle.
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, formated = 1
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, y2axis = 1
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, y2axislevels = 5
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, y2axisvalueattrs = &valuesStyle.
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, y2axisformat = myPercent.
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, y2axislines = 1
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, widthpx = 1200
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, heightpx = 300
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, minrange = -8
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, maxrange = 8
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, odsgraphicsoptions = noborder
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, sgplotoptions = noautolegend noborder nowall pad=0
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, SGANNO = WORK.IN_PROGRESS
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)
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%afterPlot()
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/* 13 */
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%beforePlot(13)
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%rainCloudPlot(
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have2
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, groupingVar
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, analysisVar
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, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot - vertical";
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title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
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, footnote = %str(footnote1 J=R H=1 C=Gray
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"Data set HAVE2, with 87 observations, two variables.";)
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, colorslist = CornflowerBlue OliveDrab IndianRed
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, raindropsize = 8px
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, kernel_k = quadratic
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, kernel_c = 0.99
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, vscale = percent
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, vscalemax = 60
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, boxplot=1
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, boxplotfill = 0.5
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, boxplotlinesize = 2px
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, boxplotsymbolsize = 12px 8px
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, xlabels = ("Analyzed variable")
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, xlabelpos = CENTER
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, xlabelattrs = &labelStyle.
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, xaxisvalueattrs = &valuesStyle.
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, xaxistickstyle = ACROSS
|
|
, xbothaxis = 0
|
|
, xaxisValues=(-8 to 8 by 2)
|
|
, xaxisValuesFormat=F5.2
|
|
, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
|
|
, catlabels = ("Grouping variable (formatted)")
|
|
, catlabelpos = CENTER
|
|
, catlabelattrs = &labelStyle.
|
|
, cataxisvalueattrs = &valuesStyle.
|
|
, formated = 1
|
|
, y2axis = 1
|
|
, y2axislevels = 5
|
|
, y2axisvalueattrs = &valuesStyle.
|
|
, y2axisformat = myPercent.
|
|
, y2axislines = 1
|
|
, widthpx = 1200
|
|
, heightpx = 300
|
|
, minrange = .
|
|
, maxrange = .
|
|
, odsgraphicsoptions = noborder
|
|
, sgplotoptions = noautolegend noborder nowall pad=0
|
|
, sganno = work.in_progress
|
|
|
|
, MEANSHIFTLINE=1
|
|
, MEANSHIFTSTEP=0.1
|
|
, MEANSHIFTCOLORS=Blue Green Red
|
|
|
|
)
|
|
%afterPlot()
|
|
|
|
|
|
|
|
|
|
|
|
resetline;
|
|
/* 14 */
|
|
data have2;
|
|
set have;
|
|
groupingVar2 = ifc(0=mod(_N_,2),"Even","Odd");
|
|
analysisVar2 = rannor(42);
|
|
run;
|
|
|
|
|
|
%beforePlot(14)
|
|
%rainCloudPlot(
|
|
have2
|
|
, groupingVar groupingVar2
|
|
, analysisVar analysisVar2
|
|
, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot &gi. &xj.";
|
|
title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
|
|
, footnote = %str(footnote1 J=R H=1 C=Gray
|
|
"Data set HAVE2, with 87 observations, four variables.";)
|
|
, colorslist = CornflowerBlue OliveDrab IndianRed
|
|
, raindropsize = 8px
|
|
, kernel_k = quadratic
|
|
, kernel_c = 0.99
|
|
, vscale = percent
|
|
, vscalemax = 60
|
|
, boxplot=1
|
|
, boxplotfill = 0.5
|
|
, boxplotlinesize = 2px
|
|
, boxplotsymbolsize = 12px 8px
|
|
, xlabels = ("First analyzed variable", "Second analyzed variable")
|
|
, xlabelpos = CENTER
|
|
, xlabelattrs = &labelStyle.
|
|
, xaxisvalueattrs = &valuesStyle.
|
|
, xaxistickstyle = ACROSS
|
|
, xbothaxis = 0
|
|
/*, xaxisValues=(-8 to 8 by 2)*/
|
|
, xaxisValuesFormat=F5.2
|
|
, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
|
|
, catlabels = ("Grouping variable one", "Grouping variable two")
|
|
, catlabelpos = TOP
|
|
, catlabelattrs = &labelStyle.
|
|
, cataxisvalueattrs = &valuesStyle.
|
|
, formated = 1
|
|
, y2axis = 1
|
|
, y2axislevels = 5
|
|
, y2axisvalueattrs = &valuesStyle.
|
|
, y2axisformat = myPercent.
|
|
, y2axislines = 1
|
|
, widthpx = 1200
|
|
, heightpx = 300
|
|
, minrange = .
|
|
, maxrange = .
|
|
, odsgraphicsoptions = noborder
|
|
, sgplotoptions = noautolegend noborder nowall pad=0
|
|
, sganno = work.in_progress
|
|
, meanShiftLine =1
|
|
)
|
|
%afterPlot()
|
|
|
|
|
|
/* 15 */
|
|
%beforePlot(15,orientation=PORTRAIT)
|
|
%rainCloudPlot(
|
|
have2
|
|
, groupingVar
|
|
, analysisVar
|
|
, title = %nrstr(title1 J=C HEIGHT=2 "The Rain Cloud Plot - vertical";
|
|
title2 J=C HEIGHT=1 "Plotting for groups: &list_g.";)
|
|
, footnote = %str(footnote1 J=R H=1 C=Gray
|
|
"Data set HAVE2, with 87 observations, two variables.";)
|
|
, colorslist = CornflowerBlue OliveDrab IndianRed
|
|
, raindropsize = 8px
|
|
, kernel_k = quadratic
|
|
, kernel_c = 0.99
|
|
, vscale = percent
|
|
, vscalemax = 60
|
|
, boxplot=1
|
|
, boxplotfill = 0.5
|
|
, boxplotlinesize = 2px
|
|
, boxplotsymbolsize = 12px 8px
|
|
, xlabels = ("Analyzed variable")
|
|
, xlabelpos = CENTER
|
|
, xlabelattrs = &labelStyle.
|
|
, xaxisvalueattrs = &valuesStyle.
|
|
, xaxistickstyle = ACROSS
|
|
, xbothaxis = 0
|
|
, xaxisValues=(-8 to 8 by 2)
|
|
, xaxisValuesFormat=F5.2
|
|
, xaxisOther=GRID MINOR MINORGRID MINORGRIDATTRS=(color=CXeFeFeF pattern=dot) GRIDATTRS=(thickness=0)
|
|
, catlabels = ("Grouping variable (formatted)")
|
|
, catlabelpos = CENTER
|
|
, catlabelattrs = &labelStyle.
|
|
, cataxisvalueattrs = &valuesStyle.
|
|
, formated = 1
|
|
, y2axis = 1
|
|
, y2axislevels = 5
|
|
, y2axisvalueattrs = &valuesStyle.
|
|
, y2axisformat = myPercent.
|
|
, y2axislines = 1
|
|
, widthpx = 1200
|
|
, heightpx = 300
|
|
, minrange = .
|
|
, maxrange = .
|
|
, odsgraphicsoptions = noborder
|
|
, sgplotoptions = noautolegend noborder nowall pad=0
|
|
, sganno = work.in_progress
|
|
, meanShiftLine=1
|
|
, meanShiftStep=0.05
|
|
|
|
, VERTICAL = 1
|
|
)
|
|
%afterPlot()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/*
|
|
%helpPackage(basePlus, RainCloudPlot)
|
|
*/
|
|
|