Gender	Subject	Semester	Group	Pre-Score	Multiple Choice	Q1 Points	Q2 Points	Q3 Points	Q4 Points	Q5 Points	Q6 Points	Q7 Points	Q8 Points	Q1 selected	Q2 selected	Q3 selected	Q4 selected	Q5 selected	Q6 selected	Q7 selected	Q8 selected	Total selected	Total Points	Mark
Female	Business Math	6	3	12.6	25	NA	33	NA	2	NA	NA	16	13	No	Yes	No	Yes	No	No	Yes	Yes	4	89	4.7
Male	Business Math	3	3	11.3	5	0	NA	19	0	0	5	2.5	NA	Yes	No	Yes	Yes	Yes	Yes	Yes	No	6	31.5	5
Male	Teaching Deg.	3	4	14.6	20	0	NA	NA	NA	NA	NA	NA	NA	Yes	No	No	No	No	No	No	No	1	20	5
Male	Math	3	2	13.7	35	15	NA	36	15	NA	NA	41	49	Yes	No	Yes	Yes	No	No	Yes	Yes	5	191	2
Female	Business Math	4	1	15.5	35	0	10	6	25	NA	NA	12.5	25	Yes	Yes	Yes	Yes	No	No	Yes	Yes	6	113.5	4
Female	Comp. Science	7	2	5.5	25	10	NA	NA	5	NA	NA	2.5	10	Yes	No	No	Yes	No	No	Yes	Yes	4	52.5	5
Female	Business Math	>=8	4	1.6	20	NA	5	NA	NA	NA	NA	NA	25	No	Yes	No	No	No	No	No	Yes	2	50	5
Male	Math	3	2	17.6	35	35	NA	37	40	0	30	27.5	NA	Yes	No	Yes	Yes	Yes	Yes	Yes	No	6	204.5	1.7
Female	Business Math	3	1	11.4	25	20	12	NA	35	0	30	31	NA	Yes	Yes	No	Yes	Yes	Yes	Yes	No	6	153	3
Male	Math	3	1	5.4	35	5	32	NA	33	NA	13	35	NA	Yes	Yes	No	Yes	No	Yes	Yes	No	5	153	3
Male	Math	5	1	15.8	30	5	22	NA	16	0	NA	21	NA	Yes	Yes	No	Yes	Yes	No	Yes	No	5	94	4.7
Male	Math	3	2	16.5	40	15	NA	41	28	0	NA	50	50	Yes	No	Yes	Yes	Yes	No	Yes	Yes	6	224	1.3
Female	Math	6	2	12.2	15	NA	28	NA	15	NA	NA	17.5	5	No	Yes	No	Yes	No	No	Yes	Yes	4	80.5	5
Female	Math	3	4	18.6	40	40	29	42	18	NA	NA	NA	33	Yes	Yes	Yes	Yes	No	No	No	Yes	5	202	1.7
Male	Business Math	6	4	11.3	20	NA	0	NA	3	NA	NA	12.5	NA	No	Yes	No	Yes	No	No	Yes	No	3	35.5	5
Male	Business Math	5	4	1.8	30	NA	43	NA	25	30	NA	50	44	No	Yes	No	Yes	Yes	No	Yes	Yes	5	222	1.3
Male	Comp. Science	4	4	15.1	30	NA	8	21	NA	NA	23	NA	43	No	Yes	Yes	No	No	Yes	No	Yes	4	125	3.7
Male	Business Math	7	3	13.5	35	20	19	36	23	NA	NA	NA	50	Yes	Yes	Yes	Yes	No	No	No	Yes	5	183	2.3
Male	Teaching Deg.	7	3	0	10	0	0	0	0	0	15	15	0	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	8	40	5
Female	Business Math	5	1	5.3	35	0	42	0	NA	5	12	NA	35	Yes	Yes	Yes	No	Yes	Yes	No	Yes	6	129	3.7
Female	Math	3	4	16.3	35	0	37	40	24	NA	0	40	45	Yes	Yes	Yes	Yes	No	Yes	Yes	Yes	7	221	1.3
Female	Business Math	3	2	14.1	20	20	20	6	45	0	NA	NA	30	Yes	Yes	Yes	Yes	Yes	No	No	Yes	6	141	3.3
Male	Math	5	4	16.3	30	0	NA	NA	30	NA	NA	50	49	Yes	No	No	Yes	No	No	Yes	Yes	4	159	3
Male	Business Math	5	4	1	25	10	7	18	0	NA	NA	37.5	23	Yes	Yes	Yes	Yes	No	No	Yes	Yes	6	120.5	4
Male	Business Math	3	1	16.5	45	25	NA	37	49	NA	42	25	NA	Yes	No	Yes	Yes	No	Yes	Yes	No	5	223	1.3
Male	Physics	5	4	13.8	25	NA	11	30	0	0	16	17.5	40	No	Yes	Yes	Yes	Yes	Yes	Yes	Yes	7	139.5	3.3
Male	Comp. Science	5	2	12.8	25	NA	7	24	30	NA	NA	2.5	10	No	Yes	Yes	Yes	No	No	Yes	Yes	5	98.5	4.3
Male	Math	3	4	18.8	30	NA	33	41.5	NA	20	NA	50	35	No	Yes	Yes	No	Yes	No	Yes	Yes	5	209.5	1.7
Female	Business Math	5	1	15	20	0	NA	38	38	NA	45	50	50	Yes	No	Yes	Yes	No	Yes	Yes	Yes	6	241	1
Male	Business Math	3	3	16.2	30	5	23	NA	10	NA	NA	7.5	NA	Yes	Yes	No	Yes	No	No	Yes	No	4	75.5	5
Female	Business Math	3	1	17.9	30	5	NA	0	28	NA	29	21	38	Yes	No	Yes	Yes	No	Yes	Yes	Yes	6	151	3
Male	Comp. Science	>=8	1	6.5	30	2	NA	0	NA	0	0	15	15	Yes	No	Yes	No	Yes	Yes	Yes	Yes	6	62	5
Male	Math	3	2	11.5	30	0	43	NA	33	10	NA	0	35	Yes	Yes	No	Yes	Yes	No	Yes	Yes	6	151	3
Male	Business Math	3	4	18.1	35	20	NA	0	18	NA	30	37.5	32	Yes	No	Yes	Yes	No	Yes	Yes	Yes	6	172.5	2.7
Male	Business Math	5	3	14.4	35	0	47	33	40	NA	28	50	NA	Yes	Yes	Yes	Yes	No	Yes	Yes	No	6	233	1
Male	Business Math	3	1	12.6	15	0	21	18	21	NA	NA	30	15	Yes	Yes	Yes	Yes	No	No	Yes	Yes	6	120	4
Female	Math	3	4	14.3	25	0	NA	18	0	NA	NA	37.5	5	Yes	No	Yes	Yes	No	No	Yes	Yes	5	85.5	4.7
Male	Business Math	3	1	12.5	35	0	NA	26	23	NA	15	40	36	Yes	No	Yes	Yes	No	Yes	Yes	Yes	6	175	2.3
Male	Teaching Deg.	3	1	13.3	30	30	32	31	35	NA	NA	0	33	Yes	Yes	Yes	Yes	No	No	Yes	Yes	6	191	2
Male	Math	5	3	1.5	35	0	25	NA	1	3	NA	27.5	25	Yes	Yes	No	Yes	Yes	No	Yes	Yes	6	116.5	4
Male	Comp. Science	7	2	14.8	30	15	14	1	38	NA	NA	50	NA	Yes	Yes	Yes	Yes	No	No	Yes	No	5	148	3
Male	Math	>=8	1	14.9	20	0	28	10	16	0	0	30	23	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	8	127	3.7
Male	Business Math	7	1	1.4	25	15	NA	NA	18	3	NA	32.5	18	Yes	No	No	Yes	Yes	No	Yes	Yes	5	111.5	4
Female	Business Math	3	1	15.5	30	NA	10	6	18	NA	NA	25	18	No	Yes	Yes	Yes	No	No	Yes	Yes	5	107	4.3
Male	Business Math	6	3	14.2	35	15	33	10	43	NA	NA	45	NA	Yes	Yes	Yes	Yes	No	No	Yes	No	5	181	2.3
Male	Comp. Science	3	2	22.3	40	38	NA	50	50	NA	49	45	0	Yes	No	Yes	Yes	No	Yes	Yes	Yes	6	272	1
Female	Business Math	3	1	15.7	25	NA	39	11	NA	NA	30	40	NA	No	Yes	Yes	No	No	Yes	Yes	No	4	145	3.3
Male	Teaching Deg.	3	4	15	25	0	NA	NA	NA	NA	NA	NA	NA	Yes	No	No	No	No	No	No	No	1	25	5
Male	Physics	3	4	12.4	40	15	45	NA	NA	40	NA	25	35	Yes	Yes	No	No	Yes	No	Yes	Yes	5	200	1.7
Female	Business Math	3	1	18	35	NA	24	NA	30	0	36	37.5	36	No	Yes	No	Yes	Yes	Yes	Yes	Yes	6	198.5	1.7
Female	Business Math	3	1	14.6	35	0	NA	NA	NA	0	NA	7.5	25	Yes	No	No	No	Yes	No	Yes	Yes	4	67.5	5
Male	Business Math	5	1	13.7	20	NA	17	NA	38	0	NA	25	NA	No	Yes	No	Yes	Yes	No	Yes	No	4	100	4.3
Female	Business Math	3	3	11.6	30	NA	34	NA	43	NA	29	40	15	No	Yes	No	Yes	No	Yes	Yes	Yes	5	191	2
Male	Math	3	2	15.8	30	NA	0	37	39	30	42	40	NA	No	Yes	Yes	Yes	Yes	Yes	Yes	No	6	218	1.3
Female	Business Math	4	1	13.5	25	NA	38	NA	29	NA	NA	5	5	No	Yes	No	Yes	No	No	Yes	Yes	4	102	4.3
Male	Math	3	2	22.2	40	37	35	0	40	NA	NA	20	40	Yes	Yes	Yes	Yes	No	No	Yes	Yes	6	212	1.3
Male	Business Math	3	2	21.4	35	0	50	37	30	20	0	0	49	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	8	221	1.3
Male	Business Math	3	3	18	30	NA	36	38	33	NA	NA	35	0	No	Yes	Yes	Yes	No	No	Yes	Yes	5	172	2.7
Female	Comp. Science	7	1	6.8	5	0	NA	NA	NA	NA	NA	NA	NA	Yes	No	No	No	No	No	No	No	1	5	5
Male	Physics	7	3	11.3	35	0	NA	8	28	35	35	NA	31	Yes	No	Yes	Yes	Yes	Yes	No	Yes	6	172	2.7
Male	Business Math	4	2	15.1	35	43	NA	NA	35	NA	43	0	16	Yes	No	No	Yes	No	Yes	Yes	Yes	5	172	2.7
Female	Business Math	>=8	4	13.5	25	2	NA	18	NA	0	NA	15	10	Yes	No	Yes	No	Yes	No	Yes	Yes	5	70	5