No	ID	Grade (%)	Att	Final Grade	Test #1 (100+)	Quiz #1 (36)	Quiz #2 (50)	Test #2 (100+)	Quiz #3 (45)	Test #3 (110+)
1	1393	93.3	0	A	76	35	45.5	83	31	107
2	9870	81.9	-15	B-	86	26	41.5	82	20	89
3	1508	84.9	0	B	73	34	46	71	43	74
4	8587	89.6	-1	B+	83	33	46	81	43	99
5	9491	68.6	-2	D+	68	16	46	62	42	53
6	4135	79.4	0	C+	86	19.5	45.5	74	30.5	75
7	4734	77.7	-5	C+	85	7	47	63	40	72
8	4967	85.1	-1	B	81	27.5	50	70	44	87
9	0203	83.5	-4	B	80	32.5	50	72	44	85
10	8154	97.5	0	A	90	36	47	94	40	103
11	2353	66.1	-9	D	66	22	19	57	28	67
12	1942	52.5	-14	D	77	4	33	65	-	53
13	7858	71.3	0	C-	70	14	45	65	37	61
14	3478	75.3	0	C	83	21	19	63	37	76
15
16
17
18
19
20
	Mean	78.3			78.3	22.0	41.2	72.0	37.4	80.0
	SD	12.6			7.7	10.3	10.4	10.4	7.4	17.2

No	ID	Lab #1 (15)	Lab #2 (20)	Lab #3 (22)	Lab #4	Lab #5 (25)	Lab #6 (25)	Lab #7 (25)	Lab #8 (21)	Lab #9 (15)
1	1393	14	24	22		24	29	25	18	15
2	9870	13	23	17		25.5	27	17	17	15
3	1508	14	22	22		21.5	26	16.5	19	15
4	8587	14	17	22		24	22.5	17	19	15
5	9491	10	17.5	17.5		17	21	21	11.5	15
6	4135	13	13	16.5		18.5	19.5	20.5	17	15
7	4734	13	21	17.5		24.5	26	22	21	14
8	4967	13	21	17.5		23.5	22	19	17.5	15
9	0203	13	16	17.5		23.5	22	20.5	17.5	15
10	8154	15	21	22		26	27	18	21	14
11	2353	13	17	20		16	19.5	22	21	15
12	1942	0	18	7		16.5	13	18	-	15
13	7858	10	18	19		20	18	4	18	15
14	3478	13	18	19		19.5	24	4	18	15
15
16
17
18
19
20