id	State	Expend	PTratio	Salary	PctSAT	Verbal	Math	SATcombined	PctACT	ACTcombined	LogPctSAT
1	Alabama	4.405	17.2	31.144	8	491	538	1029	61	20.2	2.079
2	Alaska	8.963	17.6	47.951	47	445	489	934	32	21	3.85
3	Arizona	4.778	19.3	32.175	27	448	496	944	27	21.1	3.296
4	Ark	4.459	17.1	28.934	6	482	523	1005	66	20.3	1.792
5	Calif	4.992	24	41.078	45	417	485	902	11	21	3.807
6	Col	5.443	18.4	34.571	29	462	518	980	62	21.5	3.367
7	Conn	8.817	14.4	50.045	81	431	477	908	3	21.7	4.394
8	Del	7.03	16.6	39.076	68	429	468	897	3	21	4.22
9	Florida	5.718	19.1	32.588	48	420	469	889	36	20.7	3.871
10	Georgia	5.193	16.3	32.291	65	406	448	854	16	20.2	4.174
11	Hawaii	6.078	17.9	38.518	57	407	482	889	17	21.6	4.043
12	Idaho	4.21	19.1	29.783	15	468	511	979	62	21.4	2.708
13	Illino	6.136	17.3	39.431	13	488	560	1048	69	21.2	2.565
14	Indiana	5.826	17.5	36.785	58	415	467	882	19	21.2	4.06
15	Iowa	5.483	15.8	31.511	5	516	583	1099	64	22.1	1.609
16	Kansas	5.817	15.1	34.652	9	503	557	1060	74	21.7	2.197
17	Ken	5.217	17	32.257	11	477	522	999	65	20.1	2.398
18	Louisia	4.761	16.8	26.461	9	486	535	1021	80	19.4	2.197
19	Maine	6.428	13.8	31.972	68	427	469	896	2	21.5	4.22
20	Marylan	7.245	17	40.661	64	430	479	909	11	20.7	4.159
21	Mass	7.287	14.8	40.795	80	430	477	907	6	21.6	4.382
22	Mich	6.994	20.1	41.895	11	484	549	1033	68	21.3	2.398
23	Minn	6	17.5	35.948	9	506	579	1085	60	22.1	2.197
24	Mississ	4.08	17.5	26.818	4	496	540	1036	79	18.7	1.386
25	Missour	5.383	15.5	31.189	9	495	550	1045	64	21.5	2.197
26	Montana	5.692	16.3	28.785	21	473	536	1009	55	21.9	3.045
27	Neb	5.935	14.5	30.922	9	494	556	1050	73	21.7	2.197
28	Nev	5.16	18.7	34.836	30	434	483	917	39	21.3	3.401
29	NH	5.859	15.6	34.72	70	444	491	935	4	22.3	4.248
30	NJ	9.774	13.8	46.087	70	420	478	898	3	20.8	4.248
31	NM	4.586	17.2	28.493	11	485	530	1015	59	20.3	2.398
32	NY	9.623	15.2	47.612	74	419	473	892	16	21.9	4.304
33	NC	5.077	16.2	30.793	60	411	454	865	11	19.3	4.094
34	ND	4.775	15.3	26.327	5	515	592	1107	78	21.4	1.609
35	Ohio	6.162	16.6	36.802	23	460	515	975	60	21.3	3.135
36	Ok	4.845	15.5	28.172	9	491	536	1027	66	20.6	2.197
37	Oregon	6.436	19.9	38.555	51	448	499	947	12	22.3	3.932
38	Penn	7.109	17.1	44.51	70	419	461	880	8	21	4.248
39	RI	7.469	14.7	40.729	70	425	463	888	2	21.4	4.248
40	SC	4.797	16.4	30.279	58	401	443	844	13	18.9	4.06
41	SD	4.775	14.4	25.994	5	505	563	1068	68	21.3	1.609
42	Tenn	4.388	18.6	32.477	12	497	543	1040	83	19.7	2.485
43	Texas	5.222	15.7	31.223	47	419	474	893	30	20.2	3.85
44	Utah	3.656	24.3	29.082	4	513	563	1076	69	21.5	1.386
45	Vermont	6.75	13.8	35.406	68	429	472	901	7	21.9	4.22
46	Va	5.327	14.6	33.987	65	428	468	896	6	20.7	4.174
47	Wash	5.906	20.2	36.151	48	443	494	937	16	22.4	3.871
48	WV	6.107	14.8	31.944	17	448	484	932	57	20	2.833
49	Wisc	6.93	15.9	37.746	9	501	572	1073	64	22.3	2.197
50	Wyoming	6.16	14.9	31.285	10	476	525	1001	70	21.4	2.303