data chili;
input Acc $6. StC NA SP PGH BH LC LS LP NFA FP CC AC SE MS CP CM AS FCI FCM FS FSPA NBF FSBE FBEA FC FSr SC NSF GU PH MLL MLW PHF CWF FL FW FWt FT FPP DFt DFl DFF TSWt FPK Yd;
datalines;
000210 2 5 7 7 3 3 3 5 1 5 1 3 7 0 0 2 0 3 8 1 2 0 1 1 3 2 1 3 2 42.7 5.8 1.6 28.9 18.1 5.8 1.1 49.3 0.1 23.1 74.0 33.0 44.0 3.9 500.0 23.0
000557 2 3 5 7 5 3 3 5 1 5 1 3 7 0 0 2 0 3 8 3 3 0 4 1 5 2 1 2 2 41.0 5.5 1.8 26.5 18.3 66.7 2.0 108.5 0.2 22.1 65.0 27.0 34.0 2.7 200.0 22.0
000692 2 5 3 7 7 3 3 3 1 5 1 3 7 0 0 2 0 2 8 1 2 0 1 1 3 2 1 2 2 39.2 5.9 1.9 28.6 16.4 8.6 1.0 124.0 0.1 50.7 33.0 39.0 65.0 3.1 413.0 51.0
001301 2 7 5 5 5 3 3 3 2 5 1 3 7 0 0 2 0 3 8 1 2 0 1 1 5 2 1 3 2 46.5 5.9 2.0 28.1 19.0 7.4 0.9 147.0 0.1 60.9 32.0 40.0 74.0 8.4 350.0 61.0
001785 2 7 5 5 7 3 2 5 1 5 1 5 7 0 0 3 0 3 9 3 3 0 1 1 5 2 1 3 2 50.8 5.0 1.6 27.9 22.5 9.0 2.4 247.5 0.1 47.0 29.0 35.0 6.0 3.6 100.0 47.0
008149 2 5 7 7 7 3 3 3 1 5 1 3 7 0 0 2 0 3 9 1 1 0 1 1 3 2 1 2 2 40.7 5.4 2.0 27.6 18.7 6.2 0.7 98.8 0.1 80.0 29.0 38.0 74.0 2.4 810.0 80.0
008220 2 5 3 7 3 3 2 3 1 5 1 3 7 0 0 2 0 3 9 1 2 0 1 1 5 2 1 3 2 46.0 6.2 2.3 26.0 17.5 10.0 1.1 115.5 0.1 32.6 33.0 40.0 66.0 4.2 280.0 33.0
008228 2 7 3 7 7 4 3 3 1 7 1 3 7 0 0 2 0 3 9 1 3 0 1 1 3 2 1 3 2 53.3 10.2 5.5 32.5 24.8 9.6 2.9 244.5 0.3 22.5 27.0 34.0 55.0 8.1 60.0 23.0
008230 2 5 7 5 7 3 3 7 1 5 1 3 7 0 0 2 0 3 9 1 2 0 1 1 3 2 1 3 2 37.3 5.6 1.8 23.3 18.5 6.9 0.9 114.8 0.1 48.2 29.0 38.0 74.0 4.3 419.0 48.0
001674 2 7 5 7 7 3 3 3 1 7 1 5 7 0 0 2 0 2 8 1 1 0 1 1 7 3 1 2 2 34.3 4.5 1.7 29.0 17.5 9.7 0.7 143.5 0.1 66.4 32.0 38.0 74.0 5.9 460.0 66.0
005867 2 3 5 7 5 3 3 5 1 5 1 3 7 0 0 2 0 3 8 1 2 0 1 1 7 2 1 3 2 37.2 4.1 1.8 28.8 18.0 7.7 0.8 86.8 0.1 39.5 32.0 39.0 74.0 4.0 455.0 40.0
016132 1 1 5 7 5 3 2 7 2 7 4 3 7 0 0 3 0 2 8 1 2 0 1 1 5 2 1 1 2 35.8 5.0 2.3 21.9 16.5 3.2 0.8 51.9 0.1 42.3 55.0 60.0 100.0 5.8 815.0 42.0
016395 2 5 5 7 5 4 3 5 1 3 1 5 7 0 0 2 1 2 6 3 5 0 3 1 5 2 1 3 3 33.9 5.2 2.2 26.7 20.6 8.3 3.7 211.5 0.3 16.3 29.0 34.0 55.0 3.8 55.0 16.0
016396 2 5 7 7 5 4 1 7 1 3 1 5 7 0 0 2 0 2 6 3 4 0 2 1 5 2 1 3 2 40.9 4.9 2.1 28.3 21.1 9.6 4.0 267.5 0.3 13.7 26.0 34.0 55.0 6.1 40.0 14.0
016400 2 7 5 7 7 3 2 3 1 5 1 3 7 0 0 2 0 3 8 3 3 0 1 1 5 2 1 2 2 33.1 5.5 2.0 25.3 19.0 4.8 0.9 75.0 0.1 36.9 29.0 35.0 74.0 6.3 528.0 37.0
016560 2 7 5 7 7 3 3 3 1 5 1 3 7 0 0 2 0 3 8 1 2 0 1 1 3 2 1 3 2 34.3 5.1 1.8 25.0 19.0 8.4 0.9 126.5 0.1 48.2 20.0 34.0 65.0 4.1 384.0 48.0
016586 1 1 5 7 5 3 2 3 1 7 4 4 7 0 0 2 0 2 8 4 3 0 1 1 7 3 1 2 3 40.4 5.0 2.1 22.0 22.3 4.3 2.0 135.2 0.2 49.8 32.0 48.0 74.0 3.9 368.0 50.0
016588 2 7 7 7 5 3 3 5 1 5 1 3 7 0 0 3 0 4 9 5 4 0 3 1 7 3 1 2 2 35.1 5.6 2.0 28.9 21.7 4.6 1.8 90.8 0.1 27.8 36.0 44.0 74.0 5.1 306.0 28.0
016596 2 5 5 7 5 3 1 7 2 5 4 5 7 0 0 3 1 3 8 3 2 0 1 1 5 3 1 2 2 40.4 5.9 2.1 23.3 20.8 4.6 1.2 67.5 0.1 33.5 49.0 60.0 82.0 3.0 490.0 34.0
016597 1 1 3 7 5 3 2 3 3 5 4 5 7 0 0 3 0 4 8 4 4 0 4 1 7 3 1 3 2 36.0 7.1 2.7 26.7 21.1 4.0 2.0 66.1 0.2 30.5 50.0 54.0 82.0 4.5 461.0 31.0
016599 1 1 5 7 5 3 2 7 2 7 4 3 7 0 0 2 0 2 9 3 3 0 1 1 5 2 1 1 2 54.5 5.4 2.4 35.6 20.8 2.5 0.8 30.1 0.1 55.5 48.0 60.0 114.0 4.2 1500.0 56.0
016600 2 5 7 5 7 3 3 7 1 5 1 3 7 0 0 2 0 3 8 1 2 1 4 1 5 3 1 3 2 41.3 6.5 2.3 24.3 19.8 14.2 1.7 179.0 0.1 76.0 16.0 34.0 55.0 6.7 420.0 76.0
016601 2 7 3 7 7 3 3 3 2 5 1 5 7 0 0 3 0 3 9 3 3 0 1 1 3 2 1 3 2 47.8 5.9 2.0 27.9 19.6 5.5 1.8 131.0 0.1 46.5 29.0 34.0 65.0 6.6 380.0 47.0
016603 3 3 5 7 5 7 2 3 2 7 4 5 7 0 0 2 1 3 8 4 2 0 1 1 7 3 1 1 2 53.2 8.8 4.4 32.5 27.2 5.6 1.7 96.2 0.1 40.3 41.0 51.0 74.0 4.1 418.0 40.0
016604 2 7 7 5 7 3 3 5 1 5 1 3 7 0 0 2 0 3 9 1 2 0 1 1 3 2 1 3 2 56.5 5.9 2.0 367.0 27.8 7.6 1.6 161.9 0.1 36.5 34.0 44.0 65.0 2.0 225.0 36.0
016609 2 3 5 5 7 3 3 3 2 3 1 5 7 0 0 3 0 3 8 1 1 1 3 1 3 2 1 3 2 65.5 7.4 2.8 38.1 21.6 9.0 0.8 153.0 0.1 48.6 34.0 38.0 65.0 4.7 317.0 49.0
0000c1 2 7 7 7 5 7 3 7 2 7 5 5 7 0 1 3 1 7 9 1 2 1 1 1 3 2 1 3 2 65.4 8.9 3.1 44.7 27.7 9.1 1.5 147.5 0.1 39.1 36.0 44.0 72.0 4.2 265.0 39.0
0000c2 2 7 5 7 5 3 2 3 1 7 4 3 7 0 0 2 0 3 9 4 4 0 4 1 7 3 1 2 2 38.0 6.4 2.1 30.3 27.6 4.4 2.2 94.2 0.1 35.2 55.0 59.0 79.0 3.2 373.0 35.0
0000c3 1 1 5 5 5 3 2 7 2 7 2 3 7 0 0 2 0 3 8 1 2 0 1 1 5 2 1 1 2 40.9 5.7 2.3 25.9 21.1 3.4 0.8 43.0 0.1 46.0 42.0 59.0 114.0 5.9 820.0 46.0
0000c4 2 7 7 7 3 7 1 7 1 5 8 5 7 0 0 2 1 6 9 5 3 0 4 1 3 2 1 3 2 70.7 7.5 2.8 35.7 19.2 6.4 2.1 85.0 0.2 19.3 39.0 45.0 72.0 2.9 227.0 19.0
0000c5 2 7 5 5 7 4 1 5 2 5 2 3 7 0 0 2 0 4 8 1 2 0 1 1 3 2 1 1 2 35.1 5.7 2.0 26.6 24.6 4.8 1.4 45.1 0.2 24.8 38.0 51.0 79.0 2.9 550.0 25.0
0000c6 2 7 7 7 5 7 3 7 1 7 5 5 7 0 0 3 1 6 9 1 2 0 1 1 3 2 1 3 2 60.4 7.2 2.6 32.3 18.2 7.6 1.3 169.0 0.1 70.3 34.0 39.0 72.0 2.9 415.0 70.0
0000c7 2 5 3 5 7 3 1 3 3 7 4 3 7 0 0 2 0 3 8 5 4 0 3 1 7 2 1 2 2 37.1 7.2 3.1 24.3 24.0 3.7 2.4 77.0 0.2 28.8 39.0 51.0 79.0 6.6 374.0 29.0
0000c8 2 1 3 7 3 3 1 3 1 5 4 5 7 0 0 2 0 3 8 4 3 0 3 1 7 3 1 2 2 38.9 10.0 4.0 26.3 25.4 3.9 1.7 87.3 0.1 39.1 36.0 60.0 114.0 5.2 400.0 39.0
0013c7 2 7 5 7 7 3 3 5 1 7 1 3 7 0 0 2 0 3 8 1 2 0 1 1 3 2 1 3 2 50.4 6.3 2.1 33.2 18.8 8.3 1.4 152.0 0.1 40.8 17.0 27.0 55.0 8.0 249.0 41.0
0017c8 2 7 7 7 5 3 2 7 1 5 1 5 7 0 0 2 0 2 6 1 3 0 1 1 5 3 1 3 2 42.8 6.2 2.0 28.6 17.6 10.8 2.0 178.0 0.2 23.2 32.0 38.0 55.0 2.3 100.0 23.0
0058c0 2 7 5 7 7 3 2 3 2 5 1 5 7 0 0 1 0 3 8 5 2 0 4 1 5 2 1 2 2 44.7 10.3 3.7 33.7 21.7 9.0 1.4 166.7 0.2 33.0 36.0 40.0 66.0 4.2 198.0 33.0
0058c6 2 7 5 5 5 3 1 7 1 5 9 2 3 0 0 3 0 3 6 4 3 0 4 1 7 3 1 3 2 53.0 6.2 2.8 32.0 23.7 5.8 2.8 78.3 0.2 8.0 36.0 40.0 66.0 5.0 102.0 8.0
;
%let VarNames = StC NA SP PGH BH LC LS LP NFA FP CC AC SE MS
CP CM AS FCI FCM FS FSPA NBF FSBE FBEA
FC FSr SC
NSF GU PH MLL MLW PHF CWF FL FW FWt FT FPP
DFt DFl DFF TSWt FPK Yd;
proc means data=chili;
var &VarNames;
run;
/* Note that the MS, FBEA, and SC variables are constant.
You need to exclude those variables.
*/
%let VarNames = StC NA SP PGH BH LC LS LP NFA FP CC AC SE
CP CM AS FCI FCM FS FSPA NBF FSBE
FC FSr
NSF GU PH MLL MLW PHF CWF FL FW FWt FT FPP
DFt DFl DFF TSWt FPK Yd;
%let FACTYPE = SYM; /* options are GH, COV, JK, SYM */
title "Biplot: &FACTYPE, STD";
%biplot(data=chili,
var=&VarNames,
id=id,
factype=&FACTYPE, /* GH, COV, JK, SYM */
std=std, /* NONE, MEAN, STD */
scale=1, /* if you do not specify SCALE=1, vectors are auto-scaled */
out=biplotFriendly,/* write SAS data set with results */
symbols=circle dot, inc=1);
/* transpose from long to wide */
data Biplot;
set biplotFriendly(where=(_TYPE_='OBS') rename=(dim1=Prin1 dim2=Prin2 _Name_=_ID_))
biplotFriendly(where=(_TYPE_='VAR') rename=(dim1=vx dim2=vy _Name_=_Variable_));
run;
proc sgplot data=Biplot aspect=1 noautolegend;
refline 0 / axis=x; refline 0 / axis=y;
scatter x=Prin1 y=Prin2 / datalabel=_ID_;
vector x=vx y=vy / datalabel=_Variable_
lineattrs=GraphData2 datalabelattrs=GraphData2;
xaxis grid offsetmin=0.1 offsetmax=0.2;
yaxis grid;
run; Sir, I tried with your codes. Still I couldn't get the results. Could you please check what's wrong with It?
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