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