Tag: Proc boxplot

SAS: Proc Boxplot and Proc Sgplot

It is easier to use proc sgplot than proc boxplot to compare distibution by classification variable.  “Drive Train” and “Type” are both categorical variables.

proc sgplot data=sashelp.cars;
title "Price distribution by Drive Train and Type";
vbox invoice / category =type group = drivetrain;
run;
  • side by side comparison
  • group became legend
  • applied legend color by the group
  • inset statement for sgplot doesn’t have statistics output (n/min/max/mean/stddev)

SGPlot22

proc sort data=sashelp.cars out=cars;
by drivetrain type;
run;
proc boxplot data=cars;
title "Price distribution by Drive Train and Type";
plot invoice*type;
by DriveTrain;
inset min mean max stddev/ header = "Overall Statistics";
insetgroup min max / header = "Cheap and Expensive by Type";
run;
  • need to sort the data first according to by statement and plot categorical variable;
  • plot in light blue; want other color, need extra code
  • not able to show 2 categorical variable plot side by side;
  • use by statement use produce plot separately.
  • inset and insetgroup are nice to have to produce stats as part of the plot.
    • inset: data, min, max, mean, nmax, nmin, dobs, stddev;
    • insetgroup: max, mean, min, n, nhigh, nlow, nout, q1, q2, q3, range, stddev;

Boxplot22

Boxplot24