Documentation Example 4 for PROC MODECLUS
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: modecex4 */
/* TITLE: Documentation Example 4 for PROC MODECLUS */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: Cluster Analysis */
/* PROCS: MODECLUS, SGPLOT */
/* DATA: */
/* */
/* SUPPORT: saswfk UPDATE: July 25, 2010 */
/* REF: PROC MODECLUS, Example 4 */
/* MISC: */
/* */
/****************************************************************/
title 'Hertzsprung-Russell Plot of Visible Stars';
title2 'Computer-Generated Simulated Data';
data hr;
input x y @@;
label x='-Temperature'
y='-Luminosity';
datalines;
1.0 12.8 0.9 13.7 0.9 12.9 1.0 12.3 1.0 12.2 2.6 10.9
2.4 10.9 2.5 11.2 2.3 11.5 2.6 12.0 2.4 12.1 2.3 10.9
2.6 11.5 2.5 11.9 2.4 11.0 3.4 11.1 3.3 11.2 3.4 11.1
3.4 9.9 3.2 10.4 3.5 10.8 3.4 11.0 3.3 11.2 3.3 10.8
3.5 10.0 3.5 10.2 3.4 10.2 3.6 10.6 3.7 10.4 3.7 10.1
3.4 10.7 3.4 10.8 3.3 11.0 3.6 10.8 3.5 10.1 4.5 10.3
4.6 9.4 4.3 10.3 4.6 9.4 4.4 9.9 4.5 10.4 4.4 9.9
4.6 9.4 4.4 10.7 4.4 9.3 4.4 9.5 4.1 10.6 4.4 10.6
4.5 10.3 4.4 10.0 4.2 9.8 4.5 9.5 4.2 13.4 4.6 10.4
4.5 9.8 5.8 8.8 5.6 8.4 5.6 13.9 5.7 9.5 5.6 14.5
5.6 9.2 5.7 8.7 5.7 9.4 5.7 9.3 5.6 9.4 5.8 9.8
5.5 8.8 5.8 8.9 5.7 9.4 5.6 12.1 5.4 10.1 5.8 9.3
5.9 9.0 5.7 10.0 5.6 9.3 6.6 8.6 6.7 8.5 6.7 12.5
6.8 8.8 6.8 8.5 6.8 7.9 6.7 9.0 6.8 8.6 6.7 9.5
6.9 7.9 6.7 8.8 6.7 8.4 6.7 8.3 6.7 10.4 6.6 8.8
6.9 8.6 6.7 10.5 6.8 8.9 6.7 9.8 6.7 8.4 7.8 9.2
7.8 7.4 7.3 8.5 7.4 8.8 7.9 8.5 7.7 8.0 7.6 7.5
7.7 8.5 7.6 7.8 7.5 8.3 7.8 8.0 7.9 7.9 7.7 8.3
7.6 8.1 7.7 8.3 7.7 8.2 7.8 8.4 7.5 15.5 7.6 7.7
7.4 15.8 8.6 8.5 8.4 7.4 8.5 7.6 8.7 8.4 8.9 7.9
8.7 7.5 8.4 7.3 8.8 8.1 8.6 7.2 8.6 8.2 8.7 12.8
8.8 7.8 8.7 7.5 8.8 8.0 8.8 14.7 8.5 7.4 8.9 7.9
8.5 8.7 8.8 7.5 8.8 7.8 9.8 7.5 10.0 8.1 10.0 7.1
10.0 8.0 9.8 9.9 9.7 8.8 10.0 7.1 10.0 7.1 9.8 7.6
10.1 7.5 10.2 7.1 10.1 8.5 10.1 7.0 9.9 7.8 10.0 7.3
9.9 7.6 10.0 7.8 9.9 7.5 9.9 14.7 9.9 8.5 11.0 7.9
11.0 9.1 11.2 7.5 11.1 7.1 11.1 6.7 11.2 7.5 11.2 7.5
11.0 7.1 11.2 7.3 11.1 7.3 11.0 6.7 11.1 7.1 11.1 7.4
11.3 10.9 11.1 8.7 11.0 7.1 11.2 7.0 11.1 7.2 11.1 7.3
11.0 6.9 12.2 6.2 12.4 12.1 12.1 6.8 12.4 6.6 12.2 7.1
12.2 7.9 12.2 6.4 12.2 6.7 12.3 7.5 12.3 7.1 12.1 6.9
12.3 6.9 12.0 7.4 12.4 7.6 12.3 7.0 12.3 6.6 12.4 5.9
12.4 6.8 12.3 7.4 12.2 6.9 12.9 15.2 12.9 8.2 12.9 6.4
12.9 13.1 12.9 7.3 12.8 6.8 12.8 6.1 13.0 6.2 13.1 7.1
13.1 7.3 12.8 7.2 12.9 13.2 12.8 6.6 12.7 6.9 13.2 10.8
12.9 7.1 12.9 6.9 12.9 6.4 13.0 6.3 12.9 7.0 13.6 6.5
14.1 6.5 13.9 6.3 13.9 5.6 14.1 6.5 14.0 5.8 13.9 6.9
14.0 6.8 14.1 6.2 13.9 7.6 14.0 6.4 14.0 6.5 13.9 6.5
14.1 6.6 14.0 6.4 13.9 7.2 14.2 6.7 13.8 6.7 14.1 6.2
13.9 6.3 14.8 6.4 14.8 6.6 14.9 6.4 14.7 7.4 14.8 6.6
14.6 6.2 14.9 5.8 14.8 7.2 14.6 5.9 14.8 5.4 14.7 6.9
14.9 6.5 14.9 5.5 14.7 6.4 14.7 7.2 14.8 6.1 14.4 6.3
14.8 6.5 14.7 6.1 14.8 6.4 15.9 6.0 16.0 6.1 15.9 6.4
15.9 5.5 15.9 6.8 16.0 5.9 15.8 6.5 16.1 7.2 16.1 6.4
16.0 5.8 15.8 5.8 16.1 6.7 16.1 5.2 16.1 5.6 16.0 5.4
15.7 5.6 15.9 6.7 16.0 5.9 15.9 5.9 16.0 6.1 16.6 5.6
17.0 6.6 16.7 6.3 16.9 5.9 16.9 6.4 16.8 6.1 16.8 6.0
16.8 5.6 16.9 5.5 16.5 6.4 17.0 6.3 17.0 5.5 16.7 5.9
16.8 6.6 17.0 6.2 16.8 5.9 16.9 6.4 16.8 6.4 16.8 5.2
16.9 5.4 18.1 5.4 17.9 5.3 18.2 5.8 17.7 4.9 18.0 5.5
17.9 5.7 17.8 4.2 18.1 5.7 18.1 5.8 18.0 5.4 17.9 5.3
18.1 4.0 17.8 5.3 18.0 4.5 17.9 4.9 18.0 5.1 18.0 4.6
17.9 5.8 17.9 4.5 17.9 5.5 18.9 4.6 19.2 4.8 18.6 5.1
18.8 5.3 19.2 5.4 19.2 5.0 19.0 5.9 19.1 5.0 18.9 5.2
19.1 5.2 19.2 4.5 19.0 10.2 19.0 6.4 19.3 4.7 19.0 5.0
19.1 4.8 19.2 4.3 19.1 4.7 19.0 15.5 19.1 5.1 19.7 4.4
19.8 3.8 19.7 5.1 20.0 4.2 20.1 4.3 19.8 3.9 19.8 4.1
19.7 4.7 20.0 5.0 20.0 5.3 20.1 4.8 20.0 4.3 20.0 5.0
19.7 3.8 20.0 3.6 19.9 4.7 19.9 3.6 19.7 5.1 20.0 4.9
19.9 5.4 20.9 5.0 20.9 4.0 21.1 4.9 21.1 3.6 20.9 3.7
21.0 4.7 20.8 3.6 21.0 13.9 20.9 3.0 21.1 4.3 20.8 3.4
21.0 4.4 20.9 4.0 21.0 4.2 20.8 3.5 21.0 4.4 21.2 4.0
20.8 4.1 21.1 3.9 20.9 3.8 22.0 2.5 21.9 2.2 22.1 3.2
22.2 3.7 22.0 3.8 22.0 3.4 22.0 3.2 21.8 3.4 21.8 3.2
21.9 3.8 23.5 2.1 23.3 3.5 23.1 2.4 23.2 3.3 23.0 3.1
23.3 2.7 23.2 2.7 23.2 2.9 23.3 2.6 23.2 1.9 24.3 1.1
24.2 1.6 24.3 1.9 24.4 1.2 24.5 0.6 24.3 1.1 24.3 0.8
24.3 1.8 24.3 1.3 24.4 1.9 25.4 0.1 25.7 -0.0 25.2 0.6
25.1 -0.0 25.3 1.7 25.2 0.7 25.3 0.3 25.3 1.3 25.1 0.6
25.4 1.2 25.3 1.2 25.0 1.0 25.4 1.1 24.9 0.3 25.2 0.7
25.4 0.2 25.2 1.3 25.2 0.2 25.4 0.4 25.2 1.1 27.0 -3.1
26.8 -3.3 26.7 -3.1 26.7 -3.4 26.8 -0.4 26.6 -3.3 26.8 -1.3
26.8 -1.7 26.8 -3.4 26.6 -2.2 26.7 -0.9 26.9 -3.8 26.7 -3.8
27.1 -2.5 26.8 -0.0 26.7 -2.4 26.8 -3.7 26.5 -4.3 26.9 -0.1
26.7 -4.0 20.8 12.5 18.4 11.5 20.8 12.3 23.0 6.8 18.9 11.9
18.9 11.2 20.8 11.9 21.8 7.2 18.0 11.0 19.0 11.8 17.9 11.7
24.3 16.8 18.6 12.1 19.8 11.6 19.5 12.1 22.4 15.7 21.1 12.1
23.4 13.0 19.9 10.9 19.9 11.9 19.9 10.5 19.9 12.8 19.9 13.3
19.9 13.3 19.9 11.9 19.9 13.0 19.9 11.4 19.9 12.4 21.1 14.2
20.9 12.1 23.9 13.4 19.9 11.2 19.9 10.0 19.9 12.9 19.9 11.4
19.9 10.1 19.9 9.7 19.9 11.9 19.9 11.4 19.9 12.8 19.9 10.0
23.6 17.3 20.0 14.1 20.0 12.1 20.0 11.1 20.0 13.0 20.0 11.9
20.0 13.4 20.0 12.9 20.0 11.0 20.0 12.8 20.0 13.3 18.8 11.2
19.4 11.5 19.1 6.1 23.8 12.5 24.1 13.0 24.0 13.1 20.6 11.4
20.6 11.9 22.0 12.5 20.5 12.2 23.8 13.8 21.5 12.0 20.9 12.1
20.7 12.3 19.4 11.3 20.7 11.6 22.1 12.6 20.6 12.3 19.1 7.0
18.7 11.8 19.1 11.4 19.8 10.5 19.8 10.9 19.8 10.4 19.8 12.2
19.8 11.4 19.8 12.7 19.8 11.5 19.8 12.0 19.8 13.2 19.8 12.2
23.5 14.4 20.4 12.2 21.4 12.3 24.0 13.1 20.5 14.1 18.7 12.0
23.8 13.1 20.8 12.1 20.2 11.3 20.2 10.5 20.2 11.3 20.2 10.3
20.2 11.9 20.2 10.3 20.2 11.5 20.2 12.9 20.2 10.4 20.2 12.9
22.8 12.7 22.8 12.5 21.8 12.7 19.7 11.8 20.7 12.0 22.3 12.5
21.2 12.2 21.2 15.3 23.1 12.6 21.1 12.7 22.4 12.3 18.1 13.3
20.4 12.0 22.4 12.4 17.9 11.1 22.8 13.9 21.6 12.1 23.7 12.8
19.5 11.7 21.9 11.9 20.7 11.8 20.7 12.0 22.5 12.6 23.8 13.9
23.2 12.3 18.8 11.4 22.7 12.9 23.3 11.2 18.6 11.7 18.8 11.6
21.0 12.9 20.6 11.1 21.1 12.4 19.2 11.8 18.7 11.5 22.3 10.4
19.7 12.1 20.1 11.6 20.1 10.3 20.1 10.0 20.1 12.6 20.1 10.4
20.1 12.4 20.1 12.0 20.1 13.6 20.1 10.3 20.1 13.5 20.6 12.1
22.4 11.3 21.7 12.5 20.0 12.2 20.0 13.0 20.0 10.4 20.0 10.7
20.0 10.4 20.0 11.6 20.0 9.6 20.0 13.1 20.0 9.9 20.0 11.2
21.7 13.0 21.8 12.0 23.6 12.9 22.6 12.7 23.9 12.7 21.1 13.3
21.6 12.2 22.7 12.7 18.7 11.7 20.5 12.6 21.2 12.3 22.7 12.8
20.3 11.5 20.2 17.0 23.3 12.6 21.8 12.6 21.2 12.4 22.7 11.3
22.6 12.6 20.0 12.6 20.0 11.1 20.0 12.5 20.0 13.6 20.0 11.0
20.0 11.0 20.0 10.0 20.0 13.6 20.0 12.7 20.0 10.1 23.9 13.7
19.8 12.1 19.8 11.1 19.8 14.2 19.8 10.9 19.8 14.1 19.8 11.0
19.8 10.9 19.8 12.8 19.8 12.6 19.8 12.6 22.2 12.6 23.2 13.0
18.3 12.0 19.7 12.2 22.8 13.0 22.8 13.2 22.1 12.6 20.4 9.0
19.5 11.8 23.9 12.7 23.4 12.8 21.4 14.5 18.8 11.8 22.4 12.5
18.5 11.9 18.9 15.6 19.3 11.9 23.7 13.1 21.8 12.5 21.1 13.4
19.4 11.9 20.0 12.8 20.0 13.8 20.0 11.8 20.0 10.3 20.0 13.7
20.0 10.8 20.0 10.4 20.0 11.9 20.0 12.4 20.0 11.4 18.1 11.7
20.2 12.7 21.4 12.3 19.9 10.7 19.9 12.8 19.9 13.3 19.9 13.2
19.9 13.7 19.9 13.7 19.9 11.8 19.9 13.0 19.9 12.5 19.9 11.2
22.1 12.5 21.5 8.0 21.2 12.2 21.7 12.2 23.3 13.0 23.1 14.8
23.6 12.8 21.6 12.4 23.2 12.8 20.4 12.1 22.9 12.7 20.4 12.0
22.1 12.2 24.2 15.7 21.7 12.4 22.0 12.8 18.8 11.2 23.6 11.0
23.6 13.2 23.0 12.5 18.9 11.7 23.7 13.7 18.6 11.5 19.7 11.6
20.2 11.9 20.2 11.4 20.2 12.9 20.2 11.2 20.2 13.2 20.2 12.1
20.2 13.3 20.2 12.6 20.2 13.2 20.2 9.6 20.1 14.1 20.1 11.4
20.1 12.4 20.1 12.7 20.1 11.6 20.1 10.4 20.1 10.4 20.1 11.3
20.1 11.8 20.1 13.4 21.9 12.4 22.7 12.8 18.2 11.3 22.3 11.7
22.3 12.5 22.1 12.8 21.7 12.0 21.1 14.4 22.1 12.4 20.3 11.5
22.6 12.1 24.1 11.9 17.9 11.4 19.5 11.8 20.0 12.4 20.0 12.9
20.0 10.7 20.0 10.7 20.0 14.3 20.0 13.2 20.0 11.6 20.0 12.1
20.0 12.2 20.0 11.2 18.0 11.5 19.7 11.6 18.5 11.8 21.5 12.3
22.4 11.2 19.9 11.9 19.9 14.2 19.9 13.3 19.9 11.8 19.9 12.8
19.9 12.0 19.9 12.6 19.9 13.3 19.9 11.3 19.9 11.4 18.6 12.4
17.9 11.5 22.3 13.8 22.6 13.0 19.3 12.1 22.2 12.7 22.3 11.5
27.4 13.9 27.5 14.2 27.5 13.9 27.1 15.0 28.0 14.2 26.9 14.2
26.1 13.4 27.4 17.0 26.2 13.9 26.7 13.8 26.4 13.5 25.9 13.3
27.6 14.1 26.7 13.5 26.8 14.1 26.5 16.5 26.8 13.9 27.8 14.3
26.6 14.3 26.1 14.8 26.8 14.0 27.3 13.9 26.3 13.8 26.4 17.3
26.1 13.7 26.7 14.2 28.2 14.3 27.4 14.2 26.4 14.1 26.7 13.6
26.4 14.1 26.6 14.2 27.5 13.7 27.6 14.4 27.8 14.0 27.4 14.7
25.8 13.5 25.6 13.6 26.8 14.4 26.4 19.0 26.0 13.4 27.3 14.0
27.5 14.3 27.4 14.5 26.3 13.8 26.9 13.7 26.3 13.7 27.7 14.3
27.3 14.1 28.3 14.2 17.4 15.5 13.8 15.2 12.0 11.6 14.1 12.8
17.1 10.2 16.9 15.4 18.5 12.6 14.2 16.1 23.2 6.6 11.4 12.4
20.4 11.7 20.9 8.1 18.9 13.7 16.9 9.7 15.5 9.9 18.3 14.2
19.3 13.7 17.0 12.9 10.1 11.6 17.9 13.5 14.3 1.4 13.1 -0.8
8.1 -0.9 20.0 7.0 21.0 8.5 15.6 13.2
;
proc sgplot data=hr;
scatter y=y x=x;
run;
proc modeclus data=hr m=1 r=1 1.5 2 2.5 ck=5
join=.05 short out=out;
run;
title2 'MODECLUS Analysis';
proc sgplot data=out;
scatter y=y x=x/group=cluster;
by _R_;
run;
