Subset the data to include only one of the three colleges. Group college applicants into clusters based on categorical variables of your choice (e.g., sex, parent’s education). Determine the appropriate number of clusters. Report the characteristics of each cluster and explain how they are different from each other.

 

Applicant	Edu_Parent1	Edu_Parent2	Gender	White	Asian	HSGPA	SAT/ACT	College	Admitted	Enrolled	College_GPA
1	4	4	M	0	1	4.08	1460	Business & Economics	Yes	No
2	3	3	F	0	0	3.59	1180	Math & Science	No	No
3	7	7	M	1	0	4.25	1340	Arts & Letters	Yes	No
4	6	6	M	0	1	3.00	1190	Business & Economics	No	No
5	6	7	F	1	0	3.90	1290	Business & Economics	No	No
6	1	2	F	0	0	3.36	1090	Arts & Letters	No	No
7	6	6	F	1	0	4.26	1430	Math & Science	Yes	Yes	3.956
8	7	6	F	1	0	4.32	1240	Math & Science	Yes	No
9	7	6	F	1	0	3.41	1230	Arts & Letters	No	No
10	6	6	M	0	1	3.75	1510	Arts & Letters	Yes	No
11	7	7	M	1	0	2.62	1330	Arts & Letters	No	No
12	7	7	M	1	0	2.46	1170	Arts & Letters	No	No
13	4	6	F	1	0	3.83	1210	Business & Economics	No	No
14	6	6	M	0	0	3.88	1340	Business & Economics	Yes	No
15	7	6	M	1	0	3.21	1190	Math & Science	No	No
16	7	7	M	1	0	3.62	1460	Business & Economics	Yes	No
17	7	7	M	0	0	3.72	1270	Arts & Letters	No	No
18	7	7	M	1	0	4.12	1460	Math & Science	Yes	No
19	6	6	F	0	0	3.11	930	Arts & Letters	No	No
20	1	1	M	0	0	3.11	880	Math & Science	No	No
21	7	6	M	1	0	4.25	1560	Business & Economics	Yes	No
22	7	7	M	1	0	3.23	1510	Math & Science	No	No
23	3	3	M	0	0	3.67	1430	Math & Science	Yes	No
24	6	6	M	1	0	3.52	1450	Math & Science	Yes	No
25	4	7	M	0	0	3.60	1040	Arts & Letters	No	No
26	5	5	F	1	0	3.88	1220	Arts & Letters	No	No
27	6	7	F	0	1	4.05	1360	Arts & Letters	Yes	No
28	6	7	M	1	0	4.06	1220	Business & Economics	No	No
29	7	6	M	1	0	3.95	1340	Math & Science	Yes	Yes	3.361
30	7	6	F	0	1	3.96	1340	Math & Science	Yes	No