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	9928	90.8	0	A-	81	35	46.5	82	42	85
2	4499	-	-10	F	75	0	-	74	-	-
3	5312	84.9	-1	B	86	30	47	87	38.5	81
4	5056	61.4	-4	D-	81	31	19.5	55	-	69
5	9157	77.2	-5	C+	70	30	45	72	39	77
6	3067	82.3	0	B-	81	20.5	45.5	75	33.5	86
7	2850	87.0	0	B+	79	30	46.5	82	42	74
8	1342	78.7	-1	C+	84	20	34.5	84	35	96
9	7555	74.8	-1	C	75	12	45	84	39	60
10	0755	75.3	0	C	83	3.5	38.5	76	36	71
11	1205	76.1	-5	C	80	22	45.5	65	33.5	78
12	6477	75.9	-1	C	95	28.5	34	70	19	69
13	8819	61.7	-3	D-	69	20.5	29.5	55	27.5	60
14	0656	74.8	-1	C	82	36	44.5	73	14	77
15	4797	88.8	-1	B+	93	34	44.5	83	32	82
16
17
18
19
20
	Mean	75.2			77.7	22.3	37.7	74.5	33.2	76.1
	SD	13.1			11.3	11.2	13.1	10.0	8.5	9.9

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	9928	15	19	21.5		22.5	29	20.5	19	15
2	4499	14	22	0		19.5	22	10.5	-	-
3	5312	14	26	12		23	22	9.5	16	15
4	5056	15	19	17.5		21	24	7	-	15
5	9157	15	18	15		18.5	26	10.5	19	15
6	3067	13	21	19.5		18.5	20	18.5	14	15
7	2850	13	24	18.5		21.5	25	20.5	19	15
8	1342	14	19	9.5		16	22	6	14	15
9	7555	15	23	7.5		19.5	22	9.5	19	15
10	0755	16	22	12		21.5	22.5	6	15.5	15
11	1205	13	21	19.5		18.5	20	18.5	14	15
12	6477	14	19	18.5		20	23	7	20	15
13	8819	15	5	19.5		8.5	23	19	9	15
14	0656	14	19	20		10	23	5	13	15
15	4797	15	24	22		22.5	25	19	20	15
16
17
18
19
20