ID	dummy	HW 1 (/100)	HW 2 (/100)	HW 3 (/100)	HW 4 (/100)	HW 5 (/100)	HW 6 (/100)	HW 7 (/100)	HW 8 (/100)	Lab 1 (/100)	Lab 2 (/100)	Lab 3 (/100)	Lab 4 (/100)	Lab 5 (/100)	Lab 6 (/100)	Midterm 1 (/60)	Midterm 2 (/60)	dummy	dummy	Quiz tot (/100)	Home tot (/100)	Lab tot (/100)	Mid tot (/100)	dummy	TOT (/100)	dummy
0000	0.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	100.0	60.0	60.0	0.0	100.0	0.0	100.0	100.0	100.0	0.0	100.0	0
0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0
0131	0.0	85.4	92.3	93.8	0.0	92.9	0.0	62.5	0.0	99.0	96.0	85.0	0.0	90.0	91.0	48.5	49.0	0.0	0.0	0.0	61.0	92.2	81.3	0.0	80.5	0
0141	0.0	50.8	0.0	0.0	23.1	64.3	71.4	43.8	40.0	82.0	97.0	73.0	92.0	90.0	74.5	37.0	36.0	0.0	0.0	0.0	41.9	87.1	60.8	0.0	64.9	0
0381	0.0	86.0	84.6	93.8	64.3	85.7	0.0	80.0	100.0	86.0	103.0	80.0	35.0	77.5	56.0	43.5	58.0	0.0	0.0	0.0	84.9	80.5	84.6	0.0	83.4	0
0398	0.0	60.5	69.2	81.3	50.0	0.0	50.0	37.5	0.0	93.0	69.0	60.0	0.0	70.5	85.0	36.0	50.0	0.0	0.0	0.0	49.8	75.5	71.7	0.0	68.4	0
0401	0.0	81.6	100.0	93.8	78.6	78.6	0.0	68.8	70.0	98.0	90.0	96.0	97.0	86.0	89.0	49.0	48.0	0.0	0.0	0.0	81.6	93.2	80.8	0.0	84.7	0
0777	0.0	62.4	84.6	62.5	50.0	64.3	64.3	50.0	80.0	81.5	82.0	89.0	75.0	84.0	0.0	26.0	19.0	0.0	0.0	0.0	66.9	67.3	37.5	0.0	52.3	0
0782	0.0	83.7	92.3	100.0	0.0	57.1	0.0	75.0	90.0	79.0	97.0	95.5	55.0	92.5	91.0	45.0	60.0	0.0	0.0	0.0	71.2	91.0	87.5	0.0	85.3	0
0869	0.0	70.6	76.9	81.3	57.1	92.9	78.6	0.0	70.0	82.5	97.0	90.0	81.0	88.0	93.0	43.0	50.0	0.0	0.0	0.0	75.3	90.1	77.5	0.0	80.8	0
1018	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	96.0	96.0	62.0	0.0	52.0	60.0	34.5	21.0	0.0	0.0	0.0	0.0	73.2	46.3	0.0	45.1	0
1044	0.0	87.8	100.0	93.8	64.3	92.9	100.0	93.8	70.0	99.0	93.0	96.0	96.0	96.0	64.0	46.0	45.0	0.0	0.0	0.0	91.2	90.2	75.8	0.0	83.2	0
1051	0.0	81.7	100.0	93.8	71.4	92.9	71.4	0.0	80.0	96.0	91.0	75.5	81.0	92.5	96.0	54.5	57.0	0.0	0.0	0.0	84.5	91.3	92.9	0.0	90.7	0
1080	0.0	60.6	76.9	0.0	0.0	0.0	57.1	62.5	50.0	90.5	64.0	0.0	84.0	82.0	0.0	25.5	45.0	0.0	0.0	0.0	43.9	64.1	58.7	0.0	57.4	0
1209	0.0	73.8	92.3	62.5	42.9	92.9	78.6	0.0	0.0	96.0	88.0	92.0	98.0	63.0	95.0	0.0	37.0	0.0	0.0	0.0	63.3	88.8	30.8	0.0	54.7	0
1518	0.0	74.2	92.3	0.0	0.0	0.0	85.7	56.3	0.0	96.0	97.0	81.5	84.0	57.5	0.0	39.0	44.0	0.0	0.0	0.0	44.1	66.9	69.2	0.0	63.5	0
1522	0.0	72.5	61.5	62.5	0.0	0.0	78.6	0.0	0.0	72.0	0.0	93.5	89.0	88.0	81.0	30.5	41.0	0.0	0.0	0.0	39.3	84.7	59.6	0.0	63.1	0
1600	0.0	72.3	0.0	0.0	0.0	78.6	71.4	37.5	80.0	33.0	67.0	55.0	0.0	92.5	85.0	34.0	36.0	0.0	0.0	0.0	48.5	66.5	58.3	0.0	58.8	0
1612	0.0	89.2	84.6	93.8	0.0	0.0	0.0	0.0	0.0	83.0	0.0	60.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	38.2	28.7	0.0	0.0	16.3	0
1735	0.0	87.0	92.3	100.0	85.7	100.0	85.7	0.0	70.0	95.0	92.0	91.0	84.0	76.0	56.0	51.5	45.0	0.0	0.0	0.0	88.7	82.0	80.4	0.0	82.5	0
1934	0.0	76.5	84.6	87.5	64.3	85.7	71.4	68.8	50.0	98.0	96.0	93.0	96.0	88.0	0.0	49.0	45.0	0.0	0.0	0.0	77.0	75.6	78.3	0.0	77.2	0
1942	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	90.0	59.0	51.0	53.0	0.0	61.0	20.0	28.0	0.0	0.0	0.0	0.0	52.6	40.0	0.0	35.8	0
1961	0.0	68.0	100.0	93.8	35.7	50.0	0.0	68.8	40.0	91.0	90.0	31.0	87.0	81.0	86.0	39.5	41.0	0.0	0.0	0.0	65.2	87.0	67.1	0.0	72.7	0
2092	0.0	75.4	69.2	87.5	64.3	71.4	78.6	0.0	0.0	75.5	90.0	88.5	91.0	80.5	75.5	30.5	35.0	0.0	0.0	0.0	63.8	85.1	54.6	0.0	65.6	0
2203	0.0	77.6	69.2	87.5	0.0	64.3	85.7	0.0	0.0	90.0	83.0	90.0	52.0	75.0	86.0	31.0	34.0	0.0	0.0	0.0	54.9	84.8	54.2	0.0	63.5	0
2345	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	57.0	0.0	0.0	0.0	29.0	0.0	0.0	0.0	0.0	0.0	11.4	24.2	0.0	15.5	0
2543	0.0	54.7	84.6	81.3	0.0	28.6	0.0	43.8	40.0	78.0	56.0	66.0	61.0	0.0	10.0	34.5	31.0	0.0	0.0	0.0	47.6	43.0	54.6	0.0	49.7	0
2652	0.0	57.0	76.9	75.0	57.1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	60.5	0.0	56.0	0.0	0.0	0.0	0.0	0.0	38.0	23.3	0.0	0.0	14.6	0
2724	0.0	14.3	0.0	0.0	0.0	14.3	0.0	0.0	0.0	0.0	63.0	90.0	91.0	84.0	94.0	32.0	35.0	0.0	0.0	0.0	4.1	84.4	55.8	0.0	54.1	0
2742	0.0	72.3	76.9	0.0	57.1	71.4	100.0	56.3	0.0	97.0	59.0	0.0	65.0	63.0	89.0	56.5	29.0	0.0	0.0	0.0	62.0	74.6	71.3	0.0	70.4	0
2765	0.0	100.0	100.0	0.0	0.0	0.0	0.0	0.0	0.0	87.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	28.6	17.4	0.0	0.0	10.9	0
3242	0.0	83.0	84.6	93.8	0.0	78.6	78.6	68.8	0.0	83.0	82.0	60.5	80.0	92.5	80.0	46.5	25.0	0.0	0.0	0.0	69.6	83.5	59.6	0.0	68.8	0
3321	0.0	85.8	92.3	100.0	85.7	0.0	92.9	75.0	80.0	94.0	87.0	94.0	97.0	0.0	96.0	44.0	52.0	0.0	0.0	0.0	87.4	76.2	80.0	0.0	80.3	0
3669	0.0	96.9	100.0	93.8	0.0	0.0	0.0	0.0	0.0	90.0	94.0	55.0	0.0	60.5	0.0	0.0	0.0	0.0	0.0	0.0	41.5	59.9	0.0	0.0	26.3	0
3769	0.0	80.5	92.3	93.8	57.1	92.9	71.4	68.8	0.0	95.0	95.0	91.0	94.0	89.0	91.5	52.0	54.0	0.0	0.0	0.0	79.5	92.9	88.3	0.0	87.9	0
3776	0.0	50.0	0.0	0.0	50.0	50.0	0.0	50.0	0.0	0.0	77.0	55.0	66.0	80.5	0.0	35.0	35.0	0.0	0.0	0.0	28.6	55.7	58.3	0.0	51.6	0
3978	0.0	64.6	46.2	75.0	78.6	50.0	71.4	62.5	0.0	94.0	93.0	98.0	98.0	92.0	92.0	33.0	28.0	0.0	0.0	0.0	64.0	94.8	50.8	0.0	66.7	0
4373	0.0	80.6	84.6	68.8	85.7	92.9	85.7	56.3	90.0	96.0	93.0	88.0	90.5	0.0	91.0	39.5	40.0	0.0	0.0	0.0	84.0	74.1	66.3	0.0	72.2	0
4482	0.0	55.3	76.9	75.0	35.7	57.1	57.1	0.0	30.0	0.0	59.0	81.0	53.0	76.0	0.0	35.0	29.0	0.0	0.0	0.0	55.3	53.8	53.3	0.0	53.9	0
4500	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	60.0	57.5	59.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	35.3	0.0	0.0	10.6	0
4538	0.0	56.0	0.0	68.8	64.3	28.6	0.0	62.5	0.0	92.0	89.0	85.5	51.0	0.0	0.0	37.5	48.0	0.0	0.0	0.0	40.0	53.3	71.3	0.0	59.6	0
4659	0.0	86.9	84.6	0.0	78.6	100.0	92.9	68.8	90.0	68.0	95.0	84.0	88.0	91.0	96.0	51.0	50.0	0.0	0.0	0.0	86.0	90.8	84.2	0.0	86.5	0
4672	0.0	71.4	84.6	93.8	35.7	0.0	0.0	0.0	0.0	36.5	95.0	80.0	0.0	56.0	0.0	33.5	0.0	0.0	0.0	0.0	40.8	53.5	27.9	0.0	38.2	0
4829	0.0	73.2	53.8	93.8	71.4	85.7	0.0	62.5	70.0	97.0	89.0	90.0	85.0	80.0	56.0	37.0	54.0	0.0	0.0	0.0	72.9	82.4	75.8	0.0	77.2	0
4849	0.0	70.6	84.6	0.0	92.9	57.1	78.6	68.8	50.0	0.0	81.0	60.5	0.0	72.5	88.0	46.0	45.0	0.0	0.0	0.0	71.8	60.4	75.8	0.0	70.4	0
4917	0.0	74.7	84.6	100.0	64.3	85.7	64.3	37.5	80.0	81.0	84.0	90.0	97.5	95.5	90.0	49.5	45.0	0.0	0.0	0.0	79.1	91.4	78.8	0.0	82.6	0
5015	0.0	71.4	0.0	0.0	71.4	0.0	0.0	0.0	0.0	63.0	65.0	57.0	86.5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	20.4	42.9	0.0	0.0	17.0	0
5029	0.0	42.9	0.0	0.0	0.0	35.7	50.0	0.0	0.0	38.0	76.0	62.0	89.0	60.0	0.0	0.0	0.0	0.0	0.0	0.0	18.4	57.4	0.0	0.0	20.9	0
5105	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	67.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	13.4	0.0	0.0	4.0	0
5347	0.0	62.8	76.9	62.5	50.0	78.6	57.1	37.5	40.0	94.0	86.0	85.0	80.0	65.0	82.0	37.5	49.0	0.0	0.0	0.0	61.1	82.4	72.1	0.0	73.0	0
5593	0.0	76.7	76.9	100.0	71.4	64.3	78.6	87.5	60.0	97.0	94.0	90.0	96.0	92.0	95.0	37.5	49.0	0.0	0.0	0.0	79.3	94.8	72.1	0.0	80.4	0
5673	0.0	85.5	92.3	93.8	85.7	92.9	92.9	75.0	70.0	83.0	74.0	83.5	88.0	73.5	86.5	51.0	58.0	0.0	0.0	0.0	88.3	82.9	90.8	0.0	87.9	0
5710	0.0	68.1	46.2	81.3	42.9	0.0	71.4	100.0	60.0	90.0	100.0	92.0	91.0	91.0	96.0	45.0	50.0	0.0	0.0	0.0	67.1	94.0	79.2	0.0	81.2	0
5855	0.0	79.3	0.0	93.8	85.7	78.6	92.9	56.3	0.0	98.0	91.0	94.0	94.0	82.0	99.0	53.0	47.0	0.0	0.0	0.0	69.5	93.4	83.3	0.0	83.6	0
6317	0.0	69.4	92.3	81.3	85.7	71.4	57.1	43.8	80.0	62.0	99.0	68.0	35.0	45.5	0.0	28.0	28.0	0.0	0.0	0.0	76.8	54.9	46.7	0.0	55.2	0
6386	0.0	60.8	84.6	81.3	57.1	0.0	50.0	31.3	0.0	94.0	87.0	92.0	92.0	81.0	65.0	38.0	34.0	0.0	0.0	0.0	52.2	84.8	60.0	0.0	65.9	0
6393	0.0	89.5	84.6	0.0	92.9	100.0	100.0	93.8	80.0	98.0	87.0	93.0	96.0	98.0	96.0	54.5	54.0	0.0	0.0	0.0	91.5	96.2	90.4	0.0	92.4	0
6766	0.0	86.3	92.3	100.0	0.0	85.7	0.0	62.5	90.0	100.0	63.0	0.0	96.0	87.0	100.0	47.0	40.0	0.0	0.0	0.0	73.8	89.2	72.5	0.0	77.8	0
6869	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	94.0	97.0	52.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	48.6	0.0	0.0	14.6	0
6888	0.0	69.8	0.0	0.0	0.0	0.0	64.3	0.0	70.0	88.0	64.0	60.5	0.0	84.5	55.5	36.0	52.0	0.0	0.0	0.0	29.1	70.5	73.3	0.0	63.6	0
7054	0.0	65.5	76.9	93.8	21.4	57.1	0.0	93.8	0.0	91.0	81.0	55.0	84.0	70.5	33.0	46.5	58.0	0.0	0.0	0.0	58.4	71.9	87.1	0.0	76.8	0
7080	0.0	84.8	84.6	100.0	92.9	92.9	64.3	68.8	90.0	98.0	97.0	98.0	100.0	97.0	99.0	47.0	45.0	0.0	0.0	0.0	87.7	98.4	76.7	0.0	85.4	0
7163	0.0	78.4	100.0	100.0	71.4	57.1	0.0	68.8	70.0	91.0	85.0	88.5	87.0	78.5	90.5	31.0	33.0	0.0	0.0	0.0	78.0	87.1	53.3	0.0	68.4	0
7201	0.0	80.9	69.2	93.8	85.7	0.0	92.9	75.0	0.0	76.0	88.0	86.0	79.0	79.0	61.0	37.5	50.0	0.0	0.0	0.0	71.1	78.6	72.9	0.0	74.3	0
7202	0.0	82.7	92.3	100.0	78.6	85.7	71.4	56.3	90.0	94.0	98.0	96.0	97.0	90.0	97.0	44.5	53.0	0.0	0.0	0.0	85.8	95.6	81.3	0.0	86.5	0
7598	0.0	90.1	84.6	0.0	85.7	100.0	0.0	0.0	0.0	100.0	92.0	96.0	97.0	92.0	56.5	48.5	48.0	0.0	0.0	0.0	51.5	88.3	80.4	0.0	77.0	0
7695	0.0	89.4	100.0	100.0	64.3	100.0	100.0	81.3	80.0	99.0	94.0	99.0	100.0	97.0	99.0	52.0	57.0	0.0	0.0	0.0	92.9	98.8	90.8	0.0	93.6	0
7788	0.0	84.3	84.6	93.8	85.7	85.7	78.6	87.5	90.0	91.0	92.0	90.0	99.5	95.5	90.0	48.5	56.0	0.0	0.0	0.0	87.4	93.6	87.1	0.0	89.1	0
7984	0.0	72.7	61.5	100.0	64.3	78.6	64.3	81.3	50.0	99.0	85.0	93.0	97.0	95.0	94.0	42.5	53.0	0.0	0.0	0.0	74.7	95.6	79.6	0.0	83.4	0
8106	0.0	67.9	61.5	75.0	85.7	71.4	57.1	56.3	80.0	91.0	90.0	94.0	96.0	87.0	0.0	39.0	47.0	0.0	0.0	0.0	71.2	73.6	71.7	0.0	72.2	0
8541	0.0	71.8	46.2	75.0	64.3	64.3	57.1	87.5	80.0	0.0	85.0	92.0	97.0	63.0	0.0	30.5	25.0	0.0	0.0	0.0	71.4	67.4	46.3	0.0	57.6	0
8557	0.0	78.6	92.3	87.5	64.3	78.6	85.7	75.0	70.0	86.0	67.0	97.0	94.0	90.0	88.0	52.5	38.0	0.0	0.0	0.0	81.1	91.0	75.4	0.0	81.2	0
8663	0.0	72.8	76.9	68.8	0.0	0.0	0.0	0.0	0.0	65.0	58.0	72.5	60.0	56.0	0.0	31.0	32.0	0.0	0.0	0.0	31.2	50.7	52.5	0.0	47.7	0
8740	0.0	81.9	76.9	87.5	0.0	0.0	0.0	81.3	0.0	73.0	0.0	0.0	0.0	0.0	0.0	46.5	47.0	0.0	0.0	0.0	46.8	14.6	77.9	0.0	52.7	0
8931	0.0	76.1	92.3	87.5	71.4	85.7	64.3	56.3	70.0	86.0	97.0	92.0	96.0	86.0	90.0	45.0	47.0	0.0	0.0	0.0	78.2	92.2	76.7	0.0	81.6	0
8967	0.0	63.2	92.3	87.5	0.0	0.0	35.7	62.5	70.0	0.0	91.0	95.5	51.0	55.0	0.0	40.5	45.0	0.0	0.0	0.0	58.7	58.5	71.3	0.0	64.9	0
8997	0.0	82.4	84.6	100.0	78.6	100.0	0.0	75.0	70.0	96.0	98.0	96.0	98.0	90.0	0.0	45.0	51.0	0.0	0.0	0.0	84.4	76.4	80.0	0.0	79.8	0
9076	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	84.0	91.0	92.0	84.0	65.0	24.0	0.0	0.0	0.0	0.0	0.0	83.2	20.0	0.0	35.0	0
9100	0.0	85.7	61.5	100.0	78.6	78.6	0.0	87.5	100.0	80.0	86.0	92.5	86.5	91.0	81.0	45.5	42.0	0.0	0.0	0.0	84.6	87.4	72.9	0.0	79.6	0
9286	0.0	87.9	0.0	100.0	0.0	92.9	71.4	87.5	0.0	80.0	97.0	82.0	0.0	0.0	0.0	40.0	46.0	0.0	0.0	0.0	62.8	51.8	71.7	0.0	63.9	0
9350	0.0	69.1	61.5	87.5	71.4	71.4	92.9	0.0	30.0	52.0	67.0	0.0	96.0	77.0	92.0	42.0	36.0	0.0	0.0	0.0	69.1	76.8	65.0	0.0	69.4	0
9363	0.0	60.9	92.3	75.0	42.9	28.6	50.0	56.3	0.0	94.0	82.0	72.5	88.0	91.0	80.0	36.0	41.0	0.0	0.0	0.0	58.0	87.0	64.2	0.0	69.8	0
9443	0.0	82.3	84.6	100.0	78.6	92.9	57.1	81.3	70.0	94.0	99.0	94.0	84.0	91.0	93.0	38.0	51.0	0.0	0.0	0.0	84.2	94.2	74.2	0.0	82.2	0
9456	0.0	71.6	84.6	87.5	64.3	57.1	64.3	43.8	90.0	98.0	96.0	95.0	63.0	90.0	63.0	31.0	33.0	0.0	0.0	0.0	74.2	88.4	53.3	0.0	68.0	0
9955	0.0	83.4	76.9	87.5	0.0	0.0	85.7	0.0	0.0	70.5	0.0	83.0	64.0	0.0	0.0	37.5	0.0	0.0	0.0	0.0	47.6	43.5	31.3	0.0	38.2	0