Fun with data

	A	B	C	D	E	F	G	H	I	J	K	L	M	N
1	Classification 1 =Traditional 2 = Non	Gender 1 = F 2 = M	Beginning Score	Operating Systems	Word Processing	Spreadsheets	Presentations	Internet Educational Technology	Ending Score	Operating Systems	Word Processing	Spreadsheets	Presentations	Internet Educational Technology
2	1	1	140	19	21	17	31	52	191	27	25	31	40	68
3	1	1	129	21	23	18	12	55	191	30	25	32	38	66
4	1	2	151	28	20	16	29	58	183	29	24	29	36	65
5	1	1	151	24	25	27	33	42	199	30	25	35	40	69
6	2	1	103	18	22	15	10	38	174	24	23	32	31	64
7	1	1	112	21	14	16	23	38	169	26	24	29	36	54
8	1	1	137	23	23	20	23	48	160	24	20	28	32	56
9	1	1	150	21	24	27	32	46	171	23	25	27	36	60
10	1	1	161	25	22	25	26	63	195	28	25	35	37	70
11	1	1	99	17	19	11	19	33	184	18	25	35	40	66
12	1	2	152	24	22	25	30	51	200	30	25	35	40	70
13	1	2	144	23	20	25	31	45	158	24	20	28	31	55
14	1	1	145	24	23	22	28	48	177	26	23	29	36	63
15	2	2	103	21	21	12	11	38	188	28	25	34	37	64
16	1	1	100	14	17	11	13	45	196	29	25	34	40	68
17	1	1	104	15	18	17	18	36	172	21	24	29	36	62
18	1	1	163	27	24	28	37	47	179	27	25	31	38	58
19	1	1	60	7	12	9	9	23	116	13	22	23	20	38
20	1	2	116	27	7	22	24	36	182	30	23	28	38	63
21	2	1	132	21	19	19	28	45	190	27	24	33	40	66
22	1	1	126	20	23	19	18	46	175	23	25	32	37	58
23	1	2	76	8	17	7	10	34	150	16	22	28	27	57
24	2	2	79	14	15	7	11	32	166	23	22	27	40	54
25	1	1	143	25	25	22	27	44	164	26	25	30	29	54
26	1	1	100	18	21	10	12	39	174	26	25	33	35	55
27	2	1	133	22	20	21	29	41	184	29	24	31	35	65
28	1	1	174	23	34	21	36	60	195	26	25	35	40	69
29	1	1	184	28	24	33	36	63	194	30	24	33	40	67
30	2	1	115	14	24	14	25	38	149	18	25	25	31	50
31	1	1	186	29	24	30	39	64	198	29	25	34	40	70
32	1	2	174	28	25	27	37	57	195	30	25	32	38	70
33	1	1	174	28	25	28	36	57	190	30	24	31	39	66
34	1	2	127	18	21	14	25	49	185	24	25	32	37	67
35	1	2	84	11	17	21	10	25	146	21	21	26	27	51
36	1	1	162	25	25	25	34	53	198	29	25	34	40	70
37	1	1	161	24	24	29	37	47	196	30	25	33	40	68
38	1	1	160	28	24	21	35	52	195	29	25	32	40	69
39	1	1	140	26	22	22	19	51	190	28	23	33	39	67
40	1	2	164	30	22	22	34	56	190	30	23	32	39	66
41	1	1	159	26	23	23	36	51	185	29	25	30	39	62
42	1	1	90	19	13	8	22	28	156	26	19	24	33	54
43	1	1	102	13	13	11	29	36	189	24	25	33	39	68
44	1	1	119	25	18	9	25	42	195	30	25	31	40	69
45	1	1	151	20	21	17	35	58	187	24	25	34	40	64
46	1	1	141	20	25	12	35	49	186	27	25	33	37	64
47	1	1	140	20	25	23	31	41	187	24	25	35	38	65
48	1	2	94	20	18	13	11	32	194	28	25	35	38	68
49	2	1	122	21	24	24	12	41	195	29	25	35	40	66
50	1	1	143	21	23	29	24	46	195	28	25	35	40	67
51	1	1	146	20	25	19	32	50	191	22	25	34	40	70
52	1	1	115	17	24	11	23	40	197	28	25	35	40	69
53	1	1	151	19	19	27	35	51	198	29	25	34	40	70
54	1	1	75	17	15	14	8	21	154	14	23	35	34	48
55	1	1	134	13	17	24	31	49	193	27	25	35	39	67
56	1	1	116	21	22	22	30	42	186	26	25	33	39	63
57	1	1	120	23	24	12	28	33	195	28	25	35	40	67
58	2	1	166	30	23	24	34	55	199	30	25	34	40	70
59	1	1	93	16	17	9	17	34	189	27	24	35	35	68
60	1	1	162	28	24	23	36	51	195	30	25	32	40	68
61	2	2	101	15	16	12	28	30	197	29	25	35	40	68
62	1	1	128	25	23	11	13	56	195	40	25	31	31	68
63	1	1	146	16	23	15	36	56	171	23	25	32	31	60
64	1	1	115	11	19	11	26	48	190	25	25	34	37	69
65	2	1	82	15	17	8	21	21	178	25	24	32	36	61
66	1	2	180	30	25	23	40	62	195	30	25	34	40	66
67	1	1	153	23	22	21	35	52	177	23	23	34	39	58
68	2	2	193	26	25	35	40	67	200	30	25	35	40	70
69	1	1	136	23	24	21	18	50	171	24	24	24	37	62
70	Traditional	Female
71	57	53
72	84%	78%
73
74	Non-traditional	Male
75	11	15
76	16%	22%
77
78	Total Participants
79	68
80
81	Total Traditional= Year 1 Traditional + Year 2 Traditional + Year 3 Traditional
82	101
83	70%
84
85	Total Non Traditional = Year 1 Non Traditional + Year 2 Non Traditional + Year 3 Non Traditional
86	25
87	17%
88
89	Total Graduate
90	19
91	13%
92