Resources

Notched Box-and-Whisker Plots

 /****************************************************************/
 /*          S A S   S A M P L E   L I B R A R Y                 */
 /*                                                              */
 /*    NAME: SHWBOX6                                             */
 /*   TITLE: Notched Box-and-Whisker Plots                       */
 /* PRODUCT: QC                                                  */
 /*  SYSTEM: ALL                                                 */
 /*    KEYS: Shewhart Charts, Box Charts,                        */
 /*   PROCS: SHEWHART MEANS                                      */
 /*    DATA:                                                     */
 /*                                                              */
 /*     REF: SAS/QC Software:  Examples                          */
 /*    MISC:                                                     */
 /*                                                              */
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  options ps=60 ls=80 nodate;

  data times;
     informat day date7. ;
     format   day date7. ;
     input day @ ;
     do flight=1 to 25;
        input delay @ ;
        output;
        end;
  cards;
  16DEC88   4  12   2   2  18   5   6  21   0   0
            0  14   3   .   2   3   5   0   6  19
            7   4   9   5  10
  17DEC88   1  10   3   3   0   1   5   0   .   .
            1   5   7   1   7   2   2  16   2   1
            3   1  31   5   0
  18DEC88   7   8   4   2   3   2   7   6  11   3
            2   7   0   1  10   2   3  12   8   6
            2   7   2   4   5
  19DEC88  15   6   9   0  15   7   1   1   0   2
            5   6   5  14   7  20   8   1  14   3
           10   0   1  11   7
  20DEC88   2   1   0   4   4   6   2   2   1   4
            1  11   .   1   0   6   5   5   4   2
            2   6   6   4   0
  21DEC88   2   6   6   2   7   7   5   2   5   0
            9   2   4   2   5   1   4   7   5   6
            5   0   4  36  28
  22DEC88   3   7  22   1  11  11  39  46   7  33
           19  21   1   3  43  23   9   0  17  35
           50   0   2   1   0
  23DEC88   6  11   8  35  36  19  21   .   .   4
            6  63  35   3  12  34   9   0  46   0
            0  36   3   0  14
  24DEC88  13   2  10   4   5  22  21  44  66  13
            8   3   4  27   2  12  17  22  19  36
            9  72   2   4   4
  25DEC88   4  33  35   0  11  11  10  28  34   3
           24   6  17   0   8   5   7  19   9   7
           21  17  17   2   6
  26DEC88   3   8   8   2   7   7   8   2   5   9
            2   8   2  10  16   9   5  14  15   1
           12   2   2  14  18
  ;

  proc means data=times noprint;
     var delay;
     by day ;
     output out=cancel nmiss=ncancel;

  data times;
     merge times cancel;
     by day;
     run;

  data weather;
     informat day date7. ;
     format   day date7. ;
     length reason $ 16 ;
  input day flight reason & ;
  cards;
  16DEC88  8   Fog
  17DEC88  18  Snow Storm
  17DEC88  23  Sleet
  21DEC88  24  Rain
  21DEC88  25  Rain
  22DEC88  7   Mechanical
  22DEC88  15  Late Arrival
  24DEC88  9   Late Arrival
  24DEC88  22  Late Arrival
  run;

  data times;
     merge times weather;
     by day flight;
     run;

  data times1;
     set times;
     if day <= '21DEC88'D;
     run;

  proc shewhart data=times1 ;
     boxchart delay * day /
        nochart
        interval =day
        outlimits=timelim ;
     run;

  symbol1 v=plus     c=black;
  symbol2 v=square   c=black;
  symbol3 v=triangle c=black;

  title 'Analysis of Airline Departure Delays';

  proc shewhart data=times limits=timelim ;
     boxchart delay * day = ncancel /
        llimits      = 20
        boxstyle     = schematicid
        readlimits
        nohlabel
        novangle
        nolegend
        nolimits
        notches
        interval     = day
        symbollegend = legend1;

     id reason;
     legend1 label = ('Cancellations:');
     label delay   = 'Delay in Minutes';
     run;

  goptions reset=all;