From f51020cbfa8370e473d9e36bb6fcc5906bdc5be8 Mon Sep 17 00:00:00 2001 From: MPIBR-wijngaardenj Date: Sat, 16 Jun 2018 13:46:14 +0200 Subject: [PATCH] added data files --- Advertising.csv | 201 +++++ Auto.csv | 398 +++++++++ Ch10Ex11.csv | 1000 +++++++++++++++++++++ College.csv | 778 ++++++++++++++++ Credit.csv | 401 +++++++++ Heart.csv | 304 +++++++ Income1.csv | 31 + Income2.csv | 31 + intro-to-python.ipynb | 1988 +++++++++++++++++++++++++++++++++++++++++ 9 files changed, 5132 insertions(+) create mode 100644 Advertising.csv create mode 100644 Auto.csv create mode 100644 Ch10Ex11.csv create mode 100644 College.csv create mode 100644 Credit.csv create mode 100644 Heart.csv create mode 100644 Income1.csv create mode 100644 Income2.csv create mode 100644 intro-to-python.ipynb diff --git a/Advertising.csv b/Advertising.csv new file mode 100644 index 0000000..9547f43 --- /dev/null +++ b/Advertising.csv @@ -0,0 +1,201 @@ +,TV,radio,newspaper,sales +1,230.1,37.8,69.2,22.1 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+1.075148,3.003267,-0.1234407,-1.03674,-1.270604,-1.277029,-0.2785037,1.249723,-0.7069937,-0.7046713,0.1374137,-0.545526,1.237348,-0.1151673,-0.1885763,-0.3354451,-1.039042,2.098071,1.189881,-0.4883022,-1.131076,0.5326998,1.715767,-0.5847613,-1.416804,-0.9343693,-0.825359,-0.09631337,-0.5033496,-0.2163598,0.8421608,-0.7621541,0.5468812,1.586981,-0.2420434,0.5071895,1.297424,0.3142901,-1.513097,-0.07470855 +-1.226125,-0.5017017,-0.7174301,-0.1691128,0.5995296,-0.9979873,0.0282364,0.2005076,-1.364865,0.5649572,0.03299788,-1.902298,-0.4371406,-1.046251,0.6651386,-0.4431168,0.1799518,-0.5040884,-0.2979136,1.380388,-1.166284,1.143079,0.4112727,1.201187,0.2153674,-0.07230739,-0.1710817,-0.5238425,1.125239,-1.952056,-1.012523,0.5932517,-0.5945063,-1.443559,-0.02887016,0.05217033,-0.8672269,0.2285312,-0.2077585,-0.2096647 +-3.056328,0.4498887,1.880362,-0.742841,2.238346,-0.2917377,1.270233,0.6964153,1.242857,0.429148,1.56024,1.698944,-2.109933,-0.8072399,-1.146654,-2.11941,-1.382769,0.9753073,-0.8158415,-1.797123,1.583854,1.546694,1.932612,-1.480001,-0.7217243,0.1664868,0.7904981,-0.2317101,-1.906912,-0.718626,0.135085,-0.7320773,-0.03746764,-0.8366888,0.02027417,-0.8033058,-0.9072765,-0.781791,0.06990843,1.336894 +1.450658,1.310348,0.3838369,-0.4088601,-0.4711108,-1.392396,-0.8058084,0.2109001,1.727079,0.8628701,0.8207546,-0.7488937,1.560224,-0.5095834,1.071049,-0.9695467,-1.436005,0.4245734,-0.688211,-0.4130026,-0.3670095,-2.349555,1.323857,-0.7776493,-0.05239478,1.011977,1.719617,-0.5714752,1.165922,1.456871,0.1090179,-0.1285215,0.8602701,0.7650145,-2.36009,0.2526993,-1.461818,-0.8123422,-1.095099,-1.460114 +0.7179769,0.7634819,0.313576,-0.3264731,-0.1587002,0.468113,0.5191607,-0.4270991,2.759068,-2.571514,-1.037164,-1.530438,1.692381,0.3000961,-0.6435787,0.0567591,-1.265215,0.2781767,-0.499156,-0.4427016,1.20461,0.3110264,-0.8861183,-0.2463007,-0.8881552,-0.4879487,0.9232075,-0.5642434,0.1745982,-0.3590661,-1.105732,-0.8769501,-0.2987923,-0.5761456,-1.19678,0.4090315,-0.03228221,-0.5620644,-0.315811,0.1928633 diff --git a/College.csv b/College.csv new file mode 100644 index 0000000..53222d2 --- /dev/null +++ b/College.csv @@ -0,0 +1,778 @@ +,Private,Apps,Accept,Enroll,Top10perc,Top25perc,F.Undergrad,P.Undergrad,Outstate,Room.Board,Books,Personal,PhD,Terminal,S.F.Ratio,perc.alumni,Expend,Grad.Rate +Abilene Christian University,Yes,1660,1232,721,23,52,2885,537,7440,3300,450,2200,70,78,18.1,12,7041,60 +Adelphi University,Yes,2186,1924,512,16,29,2683,1227,12280,6450,750,1500,29,30,12.2,16,10527,56 +Adrian College,Yes,1428,1097,336,22,50,1036,99,11250,3750,400,1165,53,66,12.9,30,8735,54 +Agnes Scott College,Yes,417,349,137,60,89,510,63,12960,5450,450,875,92,97,7.7,37,19016,59 +Alaska Pacific University,Yes,193,146,55,16,44,249,869,7560,4120,800,1500,76,72,11.9,2,10922,15 +Albertson College,Yes,587,479,158,38,62,678,41,13500,3335,500,675,67,73,9.4,11,9727,55 +Albertus Magnus College,Yes,353,340,103,17,45,416,230,13290,5720,500,1500,90,93,11.5,26,8861,63 +Albion College,Yes,1899,1720,489,37,68,1594,32,13868,4826,450,850,89,100,13.7,37,11487,73 +Albright College,Yes,1038,839,227,30,63,973,306,15595,4400,300,500,79,84,11.3,23,11644,80 +Alderson-Broaddus College,Yes,582,498,172,21,44,799,78,10468,3380,660,1800,40,41,11.5,15,8991,52 +Alfred University,Yes,1732,1425,472,37,75,1830,110,16548,5406,500,600,82,88,11.3,31,10932,73 +Allegheny College,Yes,2652,1900,484,44,77,1707,44,17080,4440,400,600,73,91,9.9,41,11711,76 +Allentown Coll. of St. Francis de Sales,Yes,1179,780,290,38,64,1130,638,9690,4785,600,1000,60,84,13.3,21,7940,74 +Alma College,Yes,1267,1080,385,44,73,1306,28,12572,4552,400,400,79,87,15.3,32,9305,68 +Alverno College,Yes,494,313,157,23,46,1317,1235,8352,3640,650,2449,36,69,11.1,26,8127,55 +American International College,Yes,1420,1093,220,9,22,1018,287,8700,4780,450,1400,78,84,14.7,19,7355,69 +Amherst College,Yes,4302,992,418,83,96,1593,5,19760,5300,660,1598,93,98,8.4,63,21424,100 +Anderson University,Yes,1216,908,423,19,40,1819,281,10100,3520,550,1100,48,61,12.1,14,7994,59 +Andrews University,Yes,1130,704,322,14,23,1586,326,9996,3090,900,1320,62,66,11.5,18,10908,46 +Angelo State University,No,3540,2001,1016,24,54,4190,1512,5130,3592,500,2000,60,62,23.1,5,4010,34 +Antioch University,Yes,713,661,252,25,44,712,23,15476,3336,400,1100,69,82,11.3,35,42926,48 +Appalachian State University,No,7313,4664,1910,20,63,9940,1035,6806,2540,96,2000,83,96,18.3,14,5854,70 +Aquinas College,Yes,619,516,219,20,51,1251,767,11208,4124,350,1615,55,65,12.7,25,6584,65 +Arizona State University Main campus,No,12809,10308,3761,24,49,22593,7585,7434,4850,700,2100,88,93,18.9,5,4602,48 +Arkansas College (Lyon College),Yes,708,334,166,46,74,530,182,8644,3922,500,800,79,88,12.6,24,14579,54 +Arkansas Tech University,No,1734,1729,951,12,52,3602,939,3460,2650,450,1000,57,60,19.6,5,4739,48 +Assumption College,Yes,2135,1700,491,23,59,1708,689,12000,5920,500,500,93,93,13.8,30,7100,88 +Auburn University-Main Campus,No,7548,6791,3070,25,57,16262,1716,6300,3933,600,1908,85,91,16.7,18,6642,69 +Augsburg College,Yes,662,513,257,12,30,2074,726,11902,4372,540,950,65,65,12.8,31,7836,58 +Augustana College IL,Yes,1879,1658,497,36,69,1950,38,13353,4173,540,821,78,83,12.7,40,9220,71 +Augustana College,Yes,761,725,306,21,58,1337,300,10990,3244,600,1021,66,70,10.4,30,6871,69 +Austin College,Yes,948,798,295,42,74,1120,15,11280,4342,400,1150,81,95,13,33,11361,71 +Averett College,Yes,627,556,172,16,40,777,538,9925,4135,750,1350,59,67,22.4,11,6523,48 +Baker University,Yes,602,483,206,21,47,958,466,8620,4100,400,2250,58,68,11,21,6136,65 +Baldwin-Wallace College,Yes,1690,1366,662,30,61,2718,1460,10995,4410,1000,1000,68,74,17.6,20,8086,85 +Barat College,Yes,261,192,111,15,36,453,266,9690,4300,500,500,57,77,9.7,35,9337,71 +Bard College,Yes,1910,838,285,50,85,1004,15,19264,6206,750,750,98,98,10.4,30,13894,79 +Barnard College,Yes,2496,1402,531,53,95,2121,69,17926,8124,600,850,83,93,10.3,33,12580,91 +Barry University,Yes,990,784,279,18,45,1811,3144,11290,5360,600,1800,76,78,12.6,11,9084,72 +Baylor University,Yes,6075,5349,2367,34,66,9919,484,6450,3920,600,1346,71,76,18.5,38,7503,72 +Beaver College,Yes,1163,850,348,23,56,878,519,12850,5400,400,800,78,89,12.2,30,8954,73 +Bellarmine College,Yes,807,707,308,39,63,1198,605,8840,2950,750,1290,74,82,13.1,31,6668,84 +Belmont Abbey College,Yes,632,494,129,17,36,709,131,9000,4850,300,2480,78,85,13.2,10,7550,52 +Belmont University,Yes,1220,974,481,28,67,1964,623,7800,3664,650,900,61,61,11.1,19,7614,49 +Beloit College,Yes,1320,923,284,26,54,1085,81,16304,3616,355,715,87,95,11.1,26,12957,69 +Bemidji State University,No,1208,877,546,12,36,3796,824,4425,2700,660,1800,57,62,19.6,16,3752,46 +Benedictine College,Yes,632,620,222,14,24,702,501,9550,3850,350,250,64,84,14.1,18,5922,58 +Bennington College,Yes,519,327,114,25,53,457,2,21700,4100,600,500,35,59,10.1,33,16364,55 +Bentley College,Yes,3466,2330,640,20,60,3095,1533,13800,5510,630,850,87,87,17.5,20,10941,82 +Berry College,Yes,1858,1221,480,37,68,1620,49,8050,3940,350,2375,80,80,16.3,17,10511,63 +Bethany College,Yes,878,816,200,16,41,706,62,8740,3363,550,1700,62,68,11.6,29,7718,48 +Bethel College KS,Yes,202,184,122,19,42,537,101,8540,3580,500,1400,61,80,8.8,32,8324,56 +Bethel College,Yes,502,384,104,11,28,347,74,6200,2900,600,800,63,63,11.7,13,7623,35 +Bethune Cookman College,Yes,1646,1150,542,12,30,2128,82,5188,3396,650,2500,48,48,13.8,9,6817,58 +Birmingham-Southern College,Yes,805,588,287,67,88,1376,207,11660,4325,400,900,74,79,14,34,8649,72 +Blackburn College,Yes,500,336,156,25,55,421,27,6500,2700,500,1000,76,76,14.3,53,8377,51 +Bloomsburg Univ. of Pennsylvania,No,6773,3028,1025,15,55,5847,946,7844,2948,500,1680,66,68,18,19,7041,75 +Bluefield College,Yes,377,358,181,15,30,653,129,7150,4350,450,1500,61,67,17.8,3,6259,53 +Bluffton College,Yes,692,514,209,20,50,760,81,9900,3990,400,900,76,71,13.3,19,9073,58 +Boston University,Yes,20192,13007,3810,45,80,14971,3113,18420,6810,475,1025,80,81,11.9,16,16836,72 +Bowdoin College,Yes,3356,1019,418,76,100,1490,8,19030,5885,1495,875,93,96,11.2,52,20447,96 +Bowling Green State University,No,9251,7333,3076,14,45,13699,1213,7452,3352,600,1700,81,89,21.1,14,6918,67 +Bradford College,Yes,443,330,151,5,36,453,42,14080,6270,500,900,57,80,10.2,21,15387,46 +Bradley University,Yes,3767,3414,1061,30,58,4531,643,10870,4440,2000,1522,75,81,14.4,21,7671,85 +Brandeis University,Yes,4186,2743,740,48,77,2819,62,19380,6750,410,1000,90,97,9.8,24,17150,84 +Brenau University,Yes,367,274,158,12,41,917,479,9592,5879,500,700,71,80,13.7,12,5935,49 +Brewton-Parker College,Yes,1436,1228,1202,10,26,1320,822,4371,2370,500,2000,62,62,12.6,10,4900,18 +Briar Cliff College,Yes,392,351,155,16,44,738,430,10260,3597,600,1500,39,66,13.1,26,8355,58 +Bridgewater College,Yes,838,673,292,22,53,881,55,10265,4725,560,875,68,73,13.2,24,8655,82 +Brigham Young University at Provo,Yes,7365,5402,4615,48,82,27378,1253,2340,3580,860,1220,76,76,20.5,40,7916,33 +Brown University,Yes,12586,3239,1462,87,95,5643,349,19528,5926,720,1100,99,100,7.6,39,20440,97 +Bryn Mawr College,Yes,1465,810,313,71,95,1088,16,18165,6750,500,1200,100,100,12.3,49,17449,89 +Bucknell University,Yes,6548,3813,862,49,85,3316,31,18550,4750,800,1200,95,97,14.2,36,13675,93 +Buena Vista College,Yes,860,688,285,32,70,1928,442,13306,3797,450,950,62,69,8.8,10,6333,78 +Butler University,Yes,2362,2037,700,40,68,2607,148,13130,4650,500,1600,77,81,10.9,29,9511,83 +Cabrini College,Yes,599,494,224,8,28,1035,446,10518,6250,300,300,59,76,16.5,36,7117,71 +Caldwell College,Yes,1011,604,213,17,42,693,868,8900,4600,425,1000,87,96,13.9,25,7922,55 +California Lutheran University,Yes,563,247,247,23,52,1427,432,12950,5300,612,576,72,74,12.4,17,8985,60 +California Polytechnic-San Luis,No,7811,3817,1650,47,73,12911,1404,7380,4877,612,2091,72,81,19.8,13,8453,59 +California State University at Fresno,No,4540,3294,1483,5,60,13494,1254,7706,4368,600,1926,90,90,21.2,8,7268,61 +Calvin College,Yes,1784,1512,913,29,56,3401,136,10230,3710,400,1210,75,81,14.8,41,7786,81 +Campbell University,Yes,2087,1339,657,20,54,3191,1204,7550,2790,600,500,77,77,21.8,34,3739,63 +Campbellsville College,Yes,848,587,298,25,55,935,184,6060,3070,600,1300,62,66,17.7,13,5391,49 +Canisius College,Yes,2853,2193,753,16,34,2978,434,10750,5340,400,1130,90,92,14.6,26,7972,64 +Capital University,Yes,1747,1382,449,34,66,1662,960,13050,4000,500,800,64,69,12.1,27,9557,83 +Capitol College,Yes,100,90,35,10,52,282,331,8400,2812,300,2134,10,50,12.1,24,7976,52 +Carleton College,Yes,2694,1579,489,75,93,1870,12,19292,3957,550,550,81,93,10.4,60,17960,91 +Carnegie Mellon University,Yes,8728,5201,1191,60,89,4265,291,17900,5690,450,1250,86,93,9.2,31,24386,74 +Carroll College,Yes,1160,991,352,19,55,1357,737,12200,3880,480,930,74,81,17.8,25,7666,79 +Carson-Newman College,Yes,1096,951,464,27,62,1776,239,8150,3150,400,500,61,62,13.6,16,6716,67 +Carthage College,Yes,1616,1427,434,20,43,1405,580,13125,3775,500,1300,74,89,15.9,22,7364,62 +Case Western Reserve University,Yes,3877,3156,713,71,93,3051,513,15700,4730,525,1460,95,95,2.9,29,19733,67 +Castleton State College,No,1257,940,363,9,22,1547,294,7656,4690,400,700,89,91,14.7,8,6318,79 +Catawba College,Yes,1083,880,291,13,34,915,80,9270,4100,600,1860,75,82,13.5,27,8425,55 +Catholic University of America,Yes,1754,1465,505,24,49,2159,211,13712,6408,526,1100,90,96,9.3,18,12751,75 +Cazenovia College,Yes,3847,3433,527,9,35,1010,12,9384,4840,600,500,22,47,14.3,20,7697,118 +Cedar Crest College,Yes,776,607,198,25,58,791,764,14340,5285,500,1000,58,83,11.7,39,10961,74 +Cedarville College,Yes,1307,1090,616,25,55,2196,82,7344,4410,570,1000,50,52,15.3,34,6897,64 +Centenary College,Yes,369,312,90,12,46,396,526,11400,5400,500,760,41,85,9.5,20,9583,24 +Centenary College of Louisiana,Yes,495,434,210,35,55,775,44,8950,3490,600,1900,86,92,11.3,25,9685,66 +Center for Creative Studies,Yes,601,396,203,1,20,525,323,11230,6643,2340,620,8,58,6.8,4,13025,47 +Central College,Yes,1283,1113,401,31,65,1355,40,10938,3660,650,600,76,90,13.5,29,8444,67 +Central Connecticut State University,No,4158,2532,902,6,24,6394,3881,5962,4444,500,985,69,73,16.7,4,4900,49 +Central Missouri State University,No,4681,4101,1436,10,35,8094,1596,4620,3288,300,2250,69,80,19.7,4,5501,50 +Central Washington University,No,2785,2011,1007,8,65,6507,898,7242,3603,654,1416,67,89,18.1,0,6413,51 +Central Wesleyan College,Yes,174,146,88,8,29,1047,33,8300,3080,600,600,62,62,15.2,18,3365,58 +Centre College,Yes,1013,888,288,55,82,943,7,11850,4270,600,900,95,99,11.4,60,13118,74 +Chapman University,Yes,959,771,351,23,48,1662,209,16624,5895,600,1100,72,80,12.8,6,12692,47 +Chatham College,Yes,212,197,91,28,56,471,148,13500,5230,400,850,95,98,9.3,37,16095,52 +Chestnut Hill College,Yes,342,254,126,25,64,518,232,10335,5015,700,850,71,71,8.3,29,7729,73 +Christendom College,Yes,81,72,51,33,71,139,3,8730,3600,400,800,92,92,9.3,17,10922,58 +Christian Brothers University,Yes,880,520,224,16,42,1068,364,9300,3260,600,900,81,81,11.1,24,8129,63 +Christopher Newport University,No,883,766,428,3,37,2910,1749,7860,4750,525,1889,80,82,21.2,16,4639,48 +Claflin College,Yes,1196,697,499,21,47,959,13,4412,2460,500,1000,69,69,16.9,31,7083,21 +Claremont McKenna College,Yes,1860,767,227,71,93,887,1,17000,6010,500,850,99,99,9.6,52,18443,87 +Clark University,Yes,2887,2059,457,30,61,1928,296,17500,4200,500,950,94,95,10.5,35,11951,79 +Clarke College,Yes,460,340,167,14,45,604,350,10740,3676,350,900,67,71,11,27,7963,74 +Clarkson University,Yes,2174,1953,557,35,68,2332,53,15960,5580,700,1300,95,95,15.8,32,11659,77 +Clemson University,No,8065,5257,2301,37,65,11755,770,8116,3610,800,1618,82,88,18,17,7597,73 +Clinch Valley Coll. of the Univ. of Virginia,No,689,561,250,15,30,1125,422,7168,3689,600,1900,67,67,18.1,9,4417,46 +Coe College,Yes,1006,742,275,29,60,1127,205,13925,4390,500,2200,73,86,12.7,32,10141,67 +Coker College,Yes,604,452,295,15,47,690,222,9888,4502,400,1000,64,77,12.1,39,8741,75 +Colby College,Yes,2848,1319,456,58,84,1720,35,18930,5590,500,1000,83,94,10.2,41,15954,91 +Colgate University,Yes,4856,2492,727,46,75,2649,25,19510,5565,500,750,95,98,10.5,45,15494,93 +College Misericordia,Yes,1432,888,317,29,58,1121,493,10860,5760,550,900,56,62,12.9,23,8604,96 +College of Charleston,No,4772,3140,1265,22,55,6851,1200,6120,3460,666,2316,73,78,17.2,18,4776,51 +College of Mount St. Joseph,Yes,798,620,238,14,41,1165,1232,9800,4430,400,1150,46,46,11.1,35,6889,100 +College of Mount St. Vincent,Yes,946,648,177,23,46,707,432,11790,5770,500,1000,75,77,11.9,35,10015,83 +College of Notre Dame,Yes,344,264,97,11,42,500,331,12600,5520,630,2250,77,80,10.4,7,9773,43 +College of Notre Dame of Maryland,Yes,457,356,177,35,61,667,1983,11180,5620,600,700,64,64,11.5,32,7477,75 +College of Saint Benedict,Yes,938,864,511,29,62,1715,103,12247,4221,500,600,70,88,13.1,26,8847,72 +College of Saint Catherine,Yes,511,411,186,23,51,1692,562,12224,4440,450,1000,63,87,11.5,32,7315,77 +College of Saint Elizabeth,Yes,444,359,122,34,53,493,968,10900,5250,380,1000,68,70,11.4,23,9447,78 +College of Saint Rose,Yes,983,664,249,23,57,1698,894,9990,5666,800,1500,66,71,14.3,28,6084,64 +College of Santa Fe,Yes,546,447,189,16,42,873,683,11138,4138,600,1200,40,74,14,7,8820,80 +College of St. Joseph,Yes,141,118,55,12,21,201,173,8300,4850,450,1300,53,53,9.5,19,6936,76 +College of St. Scholastica,Yes,672,596,278,29,60,1350,275,11844,3696,450,1146,54,76,11.6,33,8996,72 +College of the Holy Cross,Yes,2994,1691,659,70,95,2675,22,18000,6300,400,900,92,96,11.3,55,12138,95 +College of William and Mary,No,7117,3106,1217,68,88,5186,134,11720,4298,600,800,89,92,12.1,31,9534,93 +College of Wooster,Yes,2100,1883,553,29,65,1704,1,16240,4690,500,500,84,96,11.1,43,14140,69 +Colorado College,Yes,3207,1577,490,56,87,1892,7,17142,4190,450,1200,85,97,11.3,51,14664,84 +Colorado State University,No,9478,6312,2194,29,65,15646,1829,8412,4180,470,1800,87,89,19.2,10,7850,59 +Columbia College MO,Yes,314,158,132,10,28,690,5346,8294,3700,400,900,87,87,15.3,2,5015,37 +Columbia College,Yes,737,614,242,21,67,968,237,10425,3975,500,1500,61,77,14.7,34,8693,76 +Columbia University,Yes,6756,1930,871,78,96,3376,55,18624,6664,550,300,97,98,5.9,21,30639,99 +Concordia College at St. Paul,Yes,281,266,139,13,29,1049,181,10500,3750,450,950,69,75,12.8,18,6955,45 +Concordia Lutheran College,Yes,232,216,106,16,34,534,172,6900,3800,450,1825,67,76,12.1,9,6875,42 +Concordia University CA,Yes,688,497,144,30,75,641,101,10800,4440,570,1515,55,60,13.1,13,8415,55 +Concordia University,Yes,528,403,186,22,56,1168,145,9216,4191,400,1000,56,64,12.1,13,7309,75 +Connecticut College,Yes,3035,1546,438,42,93,1630,232,18740,6300,600,500,86,95,10.7,40,14773,91 +Converse College,Yes,440,407,149,35,70,643,80,12050,3700,500,900,63,76,10.2,31,10965,75 +Cornell College,Yes,1538,1329,383,33,68,1140,10,15248,4323,550,800,71,76,12.2,31,10340,64 +Creighton University,Yes,2967,2836,876,30,60,3450,644,10628,4372,650,2055,85,90,6.5,32,22906,85 +Culver-Stockton College,Yes,1576,1110,274,24,55,992,112,8000,3700,400,500,51,52,14.1,28,5807,51 +Cumberland College,Yes,995,789,398,26,47,1306,122,6230,3526,400,600,42,44,13,4,8189,63 +D'Youville College,Yes,866,619,157,18,47,1074,336,8920,4310,680,1320,68,68,14.6,42,6898,46 +Dana College,Yes,504,482,185,10,36,550,84,9130,3322,450,1450,46,51,12.6,25,8686,54 +Daniel Webster College,Yes,585,508,153,12,30,460,536,12292,4934,500,500,61,61,22.2,10,8643,72 +Dartmouth College,Yes,8587,2273,1087,87,99,3918,32,19545,6070,550,1100,95,99,4.7,49,29619,98 +Davidson College,Yes,2373,956,452,77,96,1601,6,17295,5070,600,1011,95,97,12,46,17581,94 +Defiance College,Yes,571,461,174,10,26,645,283,10850,3670,400,1159,58,60,12.8,19,7505,56 +Delta State University,No,967,945,459,15,48,2806,538,4528,1880,500,1200,49,63,17.1,16,5113,58 +Denison University,Yes,2762,2279,533,32,60,1835,14,16900,4720,500,600,88,97,11.6,45,12423,81 +DePauw University,Yes,1994,1656,495,50,80,1983,36,14300,5020,550,950,78,94,11.1,31,11525,82 +Dickinson College,Yes,3014,2539,487,31,68,1889,62,18700,5000,595,1250,87,94,11.2,39,13861,87 +Dickinson State University,No,434,412,319,10,30,1376,237,4486,2146,600,2000,50,64,16.5,28,4525,46 +Dillard University,Yes,1998,1376,651,41,88,1539,45,6700,3650,500,2307,52,52,14.1,12,7566,61 +Doane College,Yes,793,709,244,20,47,1022,411,9570,3000,400,1000,67,72,15.1,42,6852,60 +Dominican College of Blauvelt,Yes,360,329,108,4,19,756,863,8310,5500,600,1800,43,43,12.7,5,5480,54 +Dordt College,Yes,604,562,328,25,50,1048,56,9800,2650,450,2800,61,60,12.5,17,7325,87 +Dowling College,Yes,1011,829,410,9,33,1059,2458,9000,3100,450,1413,77,78,12.4,7,11178,42 +Drake University,Yes,2799,2573,839,34,65,3322,726,13420,4770,560,1675,88,93,15,24,9473,77 +Drew University,Yes,2153,1580,321,56,84,1192,87,18432,5616,520,660,93,97,10.2,28,14907,83 +Drury College,Yes,700,650,314,33,66,1065,48,8730,3523,500,750,82,92,13.2,35,9303,67 +Duke University,Yes,13789,3893,1583,90,98,6188,53,18590,5950,625,1162,95,96,5,44,27206,97 +Earlham College,Yes,1358,1006,274,35,63,1028,13,15036,4056,600,600,90,94,10.6,46,14634,78 +East Carolina University,No,9274,6362,2435,14,44,13171,1687,7248,3240,500,1700,74,78,13.2,18,9002,58 +East Tennessee State University,No,3330,2730,1303,15,36,6706,2640,5800,3000,600,2200,73,75,14,9,9825,42 +East Texas Baptist University,Yes,379,341,265,10,36,1050,151,4950,2780,530,1500,62,62,15.7,7,5619,38 +Eastern College,Yes,458,369,165,16,42,1057,355,11190,4800,450,1230,60,60,13.6,22,8135,54 +Eastern Connecticut State University,No,2172,1493,564,14,50,2766,1531,5962,4316,650,500,71,76,16.9,14,5719,50 +Eastern Illinois University,No,5597,4253,1565,12,38,9161,845,5710,3066,120,1730,62,71,16.2,5,5682,76 +Eastern Mennonite College,Yes,486,440,227,19,48,903,59,9650,3800,600,1300,46,65,11.4,29,10188,82 +Eastern Nazarene College,Yes,516,409,200,17,40,1238,30,8770,3500,450,700,58,58,17.3,17,6430,70 +Eckerd College,Yes,1422,1109,366,33,65,1363,23,15360,4080,600,1000,82,89,12.8,26,15003,59 +Elizabethtown College,Yes,2417,1843,426,36,70,1476,299,14190,4400,500,750,65,68,12.8,25,9815,81 +Elmira College,Yes,1457,1045,345,27,50,1109,502,14990,4980,450,550,77,98,21.5,21,7502,64 +Elms College,Yes,245,208,125,23,46,544,436,11800,4765,450,1700,71,71,11.3,21,8952,86 +Elon College,Yes,3624,2786,858,11,39,2933,334,9100,3883,490,1777,70,74,18.9,34,6329,63 +Embry Riddle Aeronautical University,Yes,3151,2584,958,14,40,4772,856,7800,3750,570,3020,37,43,16.5,4,12878,44 +Emory & Henry College,Yes,765,646,226,30,60,809,32,8578,4408,700,1600,79,88,13.9,51,8061,82 +Emory University,Yes,8506,4168,1236,76,97,5544,192,17600,6000,600,870,97,98,5,28,28457,96 +Emporia State University,No,1256,1256,853,43,79,3957,588,5401,3144,450,1888,72,75,19.3,4,5527,50 +Erskine College,Yes,659,557,167,47,74,532,35,10485,3840,475,1246,76,80,13.5,47,7527,67 +Eureka College,Yes,560,454,113,36,56,484,16,10955,3450,330,670,62,87,10.6,31,9552,53 +Evergreen State College,No,1801,1101,438,14,50,3065,363,6297,4600,600,1323,75,78,18.1,14,8355,68 +Fairfield University,Yes,4784,3346,781,30,66,2984,1037,15000,6200,700,1100,86,90,15.1,30,11220,94 +Fayetteville State University,No,1455,1064,452,1,16,2632,617,6806,2550,350,766,75,75,15.1,10,6972,24 +Ferrum College,Yes,1339,1107,336,12,36,1051,82,9400,4200,500,1600,53,58,12.5,9,7967,22 +Flagler College,Yes,1415,714,338,18,52,1345,44,5120,3200,500,2140,52,60,18.1,9,3930,69 +Florida Institute of Technology,Yes,1947,1580,523,39,74,1863,233,13900,4140,750,1500,90,90,10.6,7,8923,57 +Florida International University,No,3306,2079,1071,42,89,10208,9310,6597,2494,800,3028,81,96,13.9,20,6722,66 +Florida Southern College,Yes,1381,1040,374,20,44,1506,970,8025,4865,400,650,65,74,17.4,10,6339,68 +Florida State University,No,11651,8683,3023,50,90,18906,3242,6680,4060,600,1020,80,89,23.1,15,7250,58 +Fontbonne College,Yes,291,245,126,16,49,981,337,8390,4100,350,1500,45,55,21.5,24,4607,62 +Fordham University,Yes,4200,2874,942,30,55,4740,1646,14235,6965,600,1735,86,97,14.4,14,10864,80 +Fort Lewis College,No,3440,2823,1123,16,35,3793,486,6198,3320,500,2500,89,97,19.1,6,4362,46 +Francis Marion University,No,1801,1655,819,13,38,3224,436,5840,3138,400,2430,76,76,19.1,8,5039,43 +Franciscan University of Steubenville,Yes,553,452,228,22,49,1301,242,9650,4400,600,1000,57,69,14.9,8,6336,83 +Franklin College,Yes,804,632,281,29,72,840,68,10390,4040,525,1345,54,78,12.5,37,11751,60 +Franklin Pierce College,Yes,5187,4471,446,3,14,1818,1197,13320,4630,500,800,50,56,17.6,16,6418,51 +Freed-Hardeman University,Yes,895,548,314,20,54,1174,50,5500,3340,600,1600,68,76,16.1,13,6078,62 +Fresno Pacific College,Yes,346,274,146,51,87,704,63,9900,3670,630,1818,59,59,10.5,14,8095,54 +Furman University,Yes,2161,1951,685,56,82,2371,175,13440,4048,600,1250,92,95,13.5,28,12940,82 +Gannon University,Yes,2464,1908,678,24,57,2693,691,10970,4280,500,1380,47,51,13.3,18,7711,65 +Gardner Webb University,Yes,1110,930,332,18,36,1603,374,8180,4270,500,500,65,58,15.2,12,5664,29 +Geneva College,Yes,668,534,237,19,39,1306,258,9476,4820,500,1100,67,67,20.1,26,6786,74 +George Fox College,Yes,809,726,294,27,52,1271,43,12500,4130,400,1050,53,53,13.5,22,7136,52 +George Mason University,No,5653,4326,1727,17,29,9528,3822,10800,4840,580,1050,93,96,19.3,7,6751,46 +George Washington University,Yes,7875,5062,1492,38,71,5471,1470,17450,6328,700,950,92,93,7.6,15,14745,72 +Georgetown College,Yes,727,693,286,30,55,1063,48,8100,3950,550,550,73,76,13.3,28,7508,55 +Georgetown University,Yes,11115,2881,1390,71,93,5881,406,18300,7131,670,1700,91,92,7.2,27,19635,95 +Georgia Institute of Technology,No,7837,4527,2276,89,99,8528,654,6489,4438,795,1164,92,92,19.3,33,11271,70 +Georgia State University,No,3793,2341,1238,9,24,7732,9054,6744,2655,720,3450,87,89,19,10,7762,34 +Georgian Court College,Yes,348,281,127,12,52,1095,785,9150,3950,500,800,56,59,12.2,27,7348,76 +Gettysburg College,Yes,3596,2466,575,42,78,1944,46,19964,4328,500,500,94,95,12.1,32,14720,83 +Goldey Beacom College,Yes,633,468,284,10,27,823,963,6120,2985,531,1830,25,25,27.6,4,6081,36 +Gonzaga University,Yes,1886,1524,526,31,67,2523,296,13000,4450,600,2400,78,90,14.7,32,9553,69 +Gordon College,Yes,674,565,282,25,54,1151,39,12200,4070,400,1200,73,82,14.2,32,9226,66 +Goshen College,Yes,440,396,221,26,51,910,166,9420,3730,600,1230,51,56,9.9,46,10270,72 +Goucher College,Yes,1151,813,248,40,64,850,80,15588,6174,500,1200,78,90,9.2,34,16623,77 +Grace College and Seminary,Yes,548,428,167,18,46,618,113,8958,3670,300,1000,53,59,15.3,26,9798,64 +Graceland College,Yes,555,414,242,14,41,996,2281,9100,3100,550,880,51,61,23.6,24,5609,47 +Grand Valley State University,No,5165,3887,1561,20,60,8234,2619,6108,3800,500,1000,64,66,20.6,9,5063,57 +Green Mountain College,Yes,780,628,198,7,20,545,42,11750,2700,400,850,77,83,14,24,6475,76 +Greensboro College,Yes,608,494,176,10,31,649,314,8330,3770,550,1300,64,80,13,31,7949,39 +Greenville College,Yes,510,387,194,20,46,771,53,10310,4530,400,800,57,61,14.3,16,8222,60 +Grinnell College,Yes,2039,1389,432,56,91,1333,30,15688,4618,400,400,88,92,9.5,54,18979,83 +Grove City College,Yes,2491,1110,573,57,88,2213,35,5224,3048,525,350,65,65,18.4,18,4957,100 +Guilford College,Yes,1202,1054,326,18,44,1410,299,13404,5160,450,1050,78,86,15.6,30,9114,65 +Gustavus Adolphus College,Yes,1709,1385,634,36,72,2281,50,14125,3600,400,700,79,89,12.5,58,9907,80 +Gwynedd Mercy College,Yes,380,237,104,30,56,716,1108,11000,5550,500,500,36,41,7.8,22,7483,96 +Hamilton College,Yes,3140,1783,454,40,82,1646,24,19700,5050,300,800,91,96,9.6,60,17761,91 +Hamline University,Yes,1006,825,328,34,73,1362,102,13252,4194,450,550,89,93,13,33,10296,65 +Hampden - Sydney College,Yes,817,644,307,20,40,945,1,13218,4773,660,600,95,97,13.3,53,12263,69 +Hampton University,Yes,7178,3755,1433,25,63,4623,740,7161,3518,600,2000,60,64,14,9,6791,70 +Hanover College,Yes,1006,837,317,33,65,1024,15,8200,3485,500,1200,84,84,10.6,26,9248,64 +Hardin-Simmons University,Yes,467,424,350,16,40,1365,334,6300,2980,700,2140,75,79,13.7,10,7054,38 +Harding University,Yes,1721,1068,806,35,75,3128,213,5504,3528,700,910,71,77,17.7,37,6466,73 +Hartwick College,Yes,2083,1725,430,22,49,1464,67,17480,4780,500,700,75,87,12.3,32,11625,73 +Harvard University,Yes,13865,2165,1606,90,100,6862,320,18485,6410,500,1920,97,97,9.9,52,37219,100 +Harvey Mudd College,Yes,1377,572,178,95,100,654,5,17230,6690,700,900,100,100,8.2,46,21569,100 +Hastings College,Yes,817,708,262,22,52,935,37,9376,3272,500,1902,57,63,13,17,7335,52 +Hendrix College,Yes,823,721,274,52,87,954,6,8800,3195,500,1200,82,99,13.1,26,8588,63 +Hillsdale College,Yes,920,745,347,35,66,1133,42,11090,4700,400,750,80,80,12,31,12639,79 +Hiram College,Yes,922,729,244,37,66,1000,275,14067,4560,400,1000,75,95,10.6,34,12165,79 +Hobart and William Smith Colleges,Yes,2688,2081,500,25,53,1792,5,19029,5841,600,600,99,99,12.1,37,13040,79 +Hofstra University,Yes,7428,5860,1349,25,63,6534,1350,11600,5920,1000,1000,81,90,13.9,10,10093,60 +Hollins College,Yes,602,498,215,26,58,795,74,13470,5515,500,850,78,91,11.1,48,13957,72 +Hood College,Yes,699,565,176,36,64,710,399,13960,6040,450,690,82,88,14.4,34,12434,72 +Hope College,Yes,1712,1483,624,37,69,2505,208,12275,4341,465,1100,72,81,12.5,40,9284,72 +Houghton College,Yes,949,786,302,30,70,1210,26,9990,3550,500,1500,85,90,15,24,8187,67 +Huntingdon College,Yes,608,520,127,26,47,538,126,8080,3920,500,1100,63,72,11.4,9,7703,44 +Huntington College,Yes,450,430,125,20,46,488,43,9950,3920,300,1300,76,76,11.8,25,9466,47 +Huron University,Yes,600,197,124,3,9,392,69,7260,3090,600,1840,31,35,12.9,4,9249,21 +Husson College,Yes,723,652,361,10,30,951,706,7800,4000,350,1500,36,44,22,4,4923,84 +Illinois Benedictine College,Yes,607,558,269,22,47,1222,519,10500,4348,650,1500,81,91,11.6,29,8324,75 +Illinois College,Yes,894,787,262,28,63,909,28,8050,3850,600,1000,75,75,15.6,30,7348,52 +Illinois Institute of Technology,Yes,1756,1360,478,42,77,1911,626,14550,4620,500,700,80,88,12.3,26,12851,56 +Illinois State University,No,8681,6695,2408,10,35,15701,1823,7799,3403,537,2605,77,84,21,16,5569,54 +Illinois Wesleyan University,Yes,3050,1342,471,55,86,1818,23,14360,4090,400,650,77,92,12.9,34,9605,83 +Immaculata College,Yes,268,253,103,16,44,494,1305,10000,5364,500,1000,56,64,11.2,33,7305,69 +Incarnate Word College,Yes,1163,927,386,16,49,1685,556,8840,4689,750,2775,67,69,11.4,21,6095,95 +Indiana State University,No,5659,4761,3147,10,31,8596,1949,6892,3706,600,2500,72,76,16.6,8,6996,40 +Indiana University at Bloomington,No,16587,13243,5873,25,72,24763,2717,9766,3990,600,2000,77,88,21.3,24,8686,68 +Indiana Wesleyan University,Yes,735,423,366,20,48,2448,707,9210,3782,700,1000,49,51,39.8,15,6562,34 +Iona College,Yes,4892,3530,913,13,33,3906,1446,10690,6790,570,1150,66,83,16,14,8107,66 +Iowa State University,No,8427,7424,3441,26,59,18676,1715,7550,3224,640,2055,81,88,19.2,22,8420,65 +Ithaca College,Yes,7259,5526,1368,23,52,5612,166,14424,6192,634,1000,58,79,11.5,25,9812,75 +James Madison University,No,11223,5285,2082,32,72,9652,742,7994,4544,500,732,77,81,17.9,29,5212,98 +Jamestown College,Yes,472,410,262,14,41,9950,71,7620,3050,400,400,51,53,17,21,3186,54 +Jersey City State College,No,2957,1423,691,10,30,3817,1394,3946,4800,400,1500,63,67,14.9,10,8367,26 +John Brown University,Yes,605,405,284,24,53,961,99,6398,3672,400,1350,68,68,13.3,19,8118,75 +John Carroll University,Yes,2421,2109,820,27,57,3168,392,11700,5550,600,450,89,90,14.5,28,7738,89 +Johns Hopkins University,Yes,8474,3446,911,75,94,3566,1569,18800,6740,500,1040,96,97,3.3,38,56233,90 +Johnson State College,No,833,669,279,3,13,1224,345,7656,4690,500,624,80,91,14.4,15,6564,36 +Judson College,Yes,313,228,137,10,30,552,67,9414,4554,500,1700,34,55,10.6,30,7840,56 +Juniata College,Yes,1005,859,298,36,55,1075,43,14850,4460,450,420,97,97,12.7,37,12067,80 +Kansas State University,No,5880,4075,2833,25,55,14914,2246,6995,3120,600,2000,76,86,18.5,22,6122,54 +Kansas Wesleyan University,Yes,589,575,148,16,40,474,258,8400,3250,500,1400,63,55,12.4,14,6535,68 +Keene State College,No,3121,2446,822,5,19,3480,776,7870,4157,500,1150,73,73,16.1,13,6195,61 +Kentucky Wesleyan College,Yes,584,497,175,20,49,662,121,8000,4150,500,1300,57,65,11.3,32,7058,62 +Kenyon College,Yes,2212,1538,408,44,75,1445,1,19240,3690,750,480,95,95,11.1,46,14067,88 +Keuka College,Yes,461,381,174,10,43,738,55,9600,4550,600,750,55,94,13.3,43,7863,51 +King's College,Yes,1456,1053,381,20,45,500,541,10910,5160,400,1795,66,72,15.6,37,7649,87 +King College,Yes,355,300,142,34,65,509,44,8664,3350,600,3000,65,68,10.7,25,8954,65 +Knox College,Yes,1040,845,286,48,77,967,24,15747,4062,400,800,88,95,12.7,33,13224,79 +La Roche College,Yes,361,321,185,10,41,650,819,8842,4782,600,1100,57,73,14.2,14,7022,52 +La Salle University,Yes,2929,1834,622,20,56,2738,1662,12600,5610,450,3160,90,90,15.1,9,9084,84 +Lafayette College,Yes,4010,2402,572,36,59,2018,226,18730,5740,600,1000,93,96,10.5,38,15365,92 +LaGrange College,Yes,544,399,177,15,35,600,363,6987,3585,750,1500,77,83,12.5,12,9067,75 +Lake Forest College,Yes,979,638,271,31,70,968,20,16880,3970,920,1320,91,94,10.7,19,15687,77 +Lakeland College,Yes,497,452,231,24,47,887,1957,9400,4005,500,1000,49,65,17.2,25,4054,57 +Lamar University,No,2336,1725,1043,10,27,5438,4058,4752,3040,508,1463,48,82,18.4,12,5879,26 +Lambuth University,Yes,831,538,224,15,35,840,325,5170,3430,600,1590,61,61,16.1,10,5531,60 +Lander University,No,1166,1009,510,9,33,2074,341,4938,2987,528,1702,67,77,17,11,6119,51 +Lawrence University,Yes,1243,947,324,50,77,1129,74,17163,3891,525,975,76,92,10.1,57,13965,77 +Le Moyne College,Yes,1470,1199,425,21,76,1820,558,11040,4840,400,900,89,92,13.3,28,8118,94 +Lebanon Valley College,Yes,1386,1060,320,28,56,965,502,13850,4755,400,1125,84,84,12.3,30,8196,85 +Lehigh University,Yes,6397,4304,1092,40,84,4298,132,18700,5580,750,1130,96,99,12.5,43,14665,91 +Lenoir-Rhyne College,Yes,979,743,259,25,46,1188,166,10100,4000,400,1000,88,92,12,20,8539,66 +Lesley College,Yes,244,198,82,12,33,1134,336,11700,5300,550,805,71,88,27.8,18,8694,58 +LeTourneau University,Yes,477,417,204,29,54,1532,77,8840,4240,600,1400,58,70,20.8,23,6863,56 +Lewis and Clark College,Yes,2774,2092,482,35,64,1763,59,15800,4790,450,950,97,98,12.3,21,12999,69 +Lewis University,Yes,1154,1050,395,12,31,2192,1423,10560,4520,500,1200,36,48,14.3,10,7701,61 +Lincoln Memorial University,Yes,787,562,363,21,55,925,605,5950,2890,600,1300,67,72,14.6,35,5177,53 +Lincoln University,No,1660,1091,326,15,41,1196,33,4818,3400,350,1400,71,72,12.6,8,10912,45 +Lindenwood College,Yes,810,484,356,6,33,2155,191,9200,4800,1000,4200,65,85,24.1,9,3480,100 +Linfield College,Yes,1561,1188,458,48,72,1548,840,13380,4210,500,900,89,91,17.8,34,8747,81 +Livingstone College,Yes,900,473,217,22,47,621,11,4400,3400,800,900,53,93,10.4,16,9268,92 +Lock Haven University of Pennsylvania,No,3570,2215,651,17,41,3390,325,7352,3620,225,500,47,55,16.1,14,6374,63 +Longwood College,No,2747,1870,724,12,47,2874,118,7920,3962,550,2200,74,80,18.4,23,5553,62 +Loras College,Yes,1641,1283,527,20,39,1663,170,11200,4000,500,1200,61,62,14.2,24,7578,70 +Louisiana College,Yes,2013,1053,212,33,61,912,158,5150,3036,500,1655,64,74,10.5,11,7547,59 +Louisiana State University at Baton Rouge,No,5996,4993,3079,29,57,16269,3757,5925,2980,600,2242,83,87,15.9,11,6741,37 +Louisiana Tech University,No,2397,2144,1525,22,45,6720,1822,3957,2325,618,1656,66,77,20,13,4546,45 +Loyola College,Yes,4076,3137,738,25,54,3010,184,12990,6300,600,900,86,88,14.7,27,9448,80 +Loyola Marymount University,Yes,3768,2662,753,42,64,3558,436,13592,5916,545,1328,84,88,14.2,10,11677,84 +Loyola University,Yes,1891,1698,719,24,80,2740,761,11100,5870,600,750,77,88,11.7,14,9456,53 +Loyola University Chicago,Yes,3579,2959,868,25,55,5244,3417,11500,5330,700,2000,94,95,6.2,15,13009,65 +Luther College,Yes,1549,1392,587,38,72,2269,85,13240,3560,600,400,73,85,13.8,38,8949,77 +Lycoming College,Yes,1286,1005,363,16,37,1363,74,13900,4300,500,900,75,81,14,32,8024,72 +Lynchburg College,Yes,1756,1500,366,3,21,1524,280,12450,5400,450,870,62,66,12.4,24,8832,70 +Lyndon State College,No,535,502,223,6,20,959,150,7320,4640,500,600,48,65,12.6,15,7114,51 +Macalester College,Yes,2939,1496,452,56,86,1723,113,15909,4772,500,700,85,91,11.9,37,14213,77 +MacMurray College,Yes,740,558,177,12,29,628,63,9620,3750,550,950,49,55,10.8,33,10642,59 +Malone College,Yes,874,758,428,21,46,1605,246,9858,3700,450,1200,42,45,17.6,16,4796,55 +Manchester College,Yes,1004,802,239,23,63,909,51,10440,3850,525,1450,63,72,11.8,20,7940,64 +Manhattan College,Yes,2432,1730,563,20,63,2578,254,12370,6800,500,1800,92,92,13.6,25,10062,79 +Manhattanville College,Yes,962,750,212,21,54,830,150,14700,6550,450,400,97,97,11.3,24,11291,70 +Mankato State University,No,3073,2672,1547,9,29,9649,1792,4300,2643,450,1660,57,68,19,11,5801,68 +Marian College of Fond du Lac,Yes,824,670,337,15,41,1160,653,9400,3400,500,1100,37,37,8.4,21,5352,59 +Marietta College,Yes,1611,960,342,27,60,1089,210,13850,3920,470,810,80,97,13.2,30,10223,96 +Marist College,Yes,4731,3171,830,12,31,3557,658,10700,5925,550,1200,74,81,17.6,34,8408,69 +Marquette University,Yes,5152,4600,1685,36,71,7016,804,11610,4760,600,1950,86,94,13.5,25,9982,77 +Marshall University,Yes,4226,3666,2007,14,60,7703,2339,5094,4010,700,1560,77,86,16.6,10,6203,50 +Mary Baldwin College,Yes,499,441,199,26,52,846,377,11200,7400,600,1300,66,79,6.8,50,10819,90 +Mary Washington College,No,4350,2178,756,39,78,2997,736,6490,4942,650,2102,75,80,17.6,30,5358,84 +Marymount College Tarrytown,Yes,478,327,117,9,34,731,370,11510,6450,575,1075,71,93,10.3,30,10502,77 +Marymount Manhattan College,Yes,695,535,239,21,30,988,785,10200,7000,350,1100,63,76,11.7,20,10622,68 +Marymount University,Yes,941,772,214,10,30,1247,776,11390,5280,500,750,77,82,10.6,17,8575,55 +Maryville College,Yes,1464,888,176,26,52,624,128,11200,4208,500,1642,80,90,11.1,43,8317,51 +Maryville University,Yes,549,397,169,26,51,1343,1751,9250,4550,425,1350,52,58,13.1,13,5925,61 +Marywood College,Yes,1107,859,323,13,51,1452,402,11040,4500,600,700,65,76,11.8,30,9034,66 +Massachusetts Institute of Technology,Yes,6411,2140,1078,96,99,4481,28,20100,5975,725,1600,99,99,10.1,35,33541,94 +Mayville State University,No,233,233,153,5,12,658,58,4486,2516,600,1900,68,68,15.7,11,6971,51 +McKendree College,Yes,1002,555,119,16,43,836,684,7680,3740,500,800,70,74,17.7,21,6652,52 +McMurry University,Yes,578,411,187,25,50,880,477,6930,3452,400,1525,57,64,11,11,6383,32 +McPherson College,Yes,420,293,93,11,32,336,80,7950,3750,600,2740,54,54,9.8,45,9754,48 +Mercer University,Yes,2286,1668,564,37,70,2943,1260,11985,4081,400,1500,93,95,9.2,15,8995,91 +Mercyhurst College,Yes,1557,1074,397,15,40,1805,433,9813,4050,425,1000,45,63,16.7,29,7307,78 +Meredith College,Yes,857,772,376,25,58,1721,470,6720,3250,450,1520,77,82,13.9,33,6881,82 +Merrimack College,Yes,1981,1541,514,18,36,1927,1084,12500,6200,375,1000,73,75,16.8,22,8707,80 +Mesa State College,No,1584,1456,891,6,18,3471,911,5016,3798,540,2256,48,48,28.8,12,3871,59 +Messiah College,Yes,1742,1382,607,30,64,2258,53,10300,5080,475,1200,68,75,14.1,30,7762,89 +Miami University at Oxford,No,9239,7788,3290,35,39,13606,807,8856,3960,500,1382,81,89,17.6,20,7846,85 +Michigan State University,No,18114,15096,6180,23,57,26640,4120,10658,3734,504,600,93,95,14,9,10520,71 +Michigan Technological University,No,2618,2288,1032,42,77,5524,414,8127,3978,900,1200,82,82,17,25,7473,65 +MidAmerica Nazarene College,Yes,331,331,225,15,36,1100,166,6840,3720,1100,4913,33,33,15.4,20,5524,49 +Millersville University of Penn.,No,6011,3075,960,22,60,5146,1532,7844,3830,450,1258,72,74,16.8,20,7832,71 +Milligan College,Yes,610,461,189,26,52,685,49,8200,3300,550,1000,63,69,12,16,8128,64 +Millikin University,Yes,1444,1261,456,29,62,1788,95,11910,4378,450,965,60,77,11.4,25,8149,75 +Millsaps College,Yes,905,834,319,32,61,1073,179,11320,4402,550,1350,82,89,12.7,38,11218,58 +Milwaukee School of Engineering,Yes,1217,1088,496,36,69,1773,884,11505,3255,1000,2075,35,46,16.7,23,7140,67 +Mississippi College,Yes,594,385,307,36,57,1695,721,5580,2830,600,700,77,79,16.5,18,6170,61 +Mississippi State University,No,4255,3277,1609,18,57,10094,1621,9866,3084,480,1479,77,77,15.9,20,6223,53 +Mississippi University for Women,No,480,405,380,19,46,1673,1014,4386,2217,600,1500,49,54,15.8,8,5704,63 +Missouri Southern State College,No,1576,1326,913,13,50,3689,2200,3840,2852,200,400,52,54,20.3,9,4172,100 +Missouri Valley College,Yes,1310,983,316,5,35,1057,175,8550,5050,400,900,35,67,17.4,16,4333,27 +Monmouth College IL,Yes,601,503,204,28,57,671,11,13000,4100,400,460,91,91,11.6,43,11087,56 +Monmouth College,Yes,2707,1881,478,14,34,1893,847,12480,5290,530,1740,70,85,14.2,15,9492,54 +Montana College of Mineral Sci. & Tech.,No,572,544,320,45,72,1470,416,6073,3400,550,1400,71,71,16.4,31,6112,74 +Montana State University,No,3500,2836,1779,15,42,8730,993,5552,3710,550,2300,75,83,17.6,8,6324,37 +Montclair State University,No,5220,2128,865,19,53,6411,3186,3648,4834,700,950,82,87,21.5,9,6717,58 +Montreat-Anderson College,Yes,263,223,103,10,24,316,20,8438,3372,500,2958,42,50,11.1,4,11989,15 +Moorhead State University,No,2442,2164,1189,12,37,5983,1075,4426,2664,600,1000,76,81,18.1,19,4795,60 +Moravian College,Yes,1232,955,303,23,58,1241,485,14990,4730,550,1250,86,92,15.2,28,9566,74 +Morehouse College,Yes,3708,1678,722,41,66,2852,153,7050,5490,250,600,71,74,17.8,10,8122,83 +Morningside College,Yes,586,533,239,16,36,950,228,10520,3678,500,1000,48,68,13,32,8111,56 +Morris College,Yes,882,730,330,2,13,926,12,4515,2550,850,2100,53,60,18.6,34,6990,60 +Mount Holyoke College,Yes,1800,1314,526,47,79,1891,40,19300,5700,750,750,79,91,9,51,18359,84 +Mount Marty College,Yes,279,276,126,17,37,600,435,6844,2980,500,500,45,55,11.7,38,5073,44 +Mount Mary College,Yes,235,217,121,12,32,931,487,8950,3119,550,1125,51,51,10.7,26,7016,78 +Mount Mercy College,Yes,368,317,159,20,49,806,542,10500,3555,500,2285,44,50,11.3,30,6695,64 +Mount Saint Clare College,Yes,325,284,95,16,33,364,88,9900,3650,500,1200,32,37,13.6,43,6525,21 +Mount Saint Mary's College,Yes,1321,1159,328,15,36,1243,79,12850,6200,550,900,77,82,12.8,36,8536,80 +Mount Saint Mary College,Yes,1170,695,238,14,48,1170,429,7470,4600,250,1400,74,75,15.3,23,6898,88 +Mount St. Mary's College,Yes,657,537,113,37,90,1039,466,12474,5678,630,1278,53,71,11.9,19,10613,72 +Mount Union College,Yes,1310,1086,458,26,61,1365,144,12250,3530,400,1150,85,87,16.7,35,7215,81 +Mount Vernon Nazarene College,Yes,510,485,334,18,36,1114,94,7400,3346,600,600,57,57,19.8,7,6869,58 +Muhlenberg College,Yes,2519,1836,462,30,61,1656,352,16975,4565,600,850,76,86,12.8,39,10888,83 +Murray State University,No,2225,1910,1190,29,55,5968,955,4738,3110,700,940,72,76,20.2,27,5972,52 +Muskingum College,Yes,1109,922,375,24,46,1115,70,13240,3914,600,800,73,85,13.4,27,9333,73 +National-Louis University,Yes,513,347,279,23,48,2508,505,9090,4500,650,500,62,65,18.3,2,7905,71 +Nazareth College of Rochester,Yes,947,798,266,36,68,1274,471,10850,5150,550,800,77,93,13.6,24,8797,61 +New Jersey Institute of Technology,No,1879,1216,483,27,62,3311,1646,8832,5376,700,1850,92,98,13.5,19,12529,72 +New Mexico Institute of Mining and Tech.,No,787,601,233,40,73,1017,411,5376,3214,600,1100,99,100,13.7,11,9241,34 +New York University,Yes,13594,7244,2505,70,86,12408,2814,17748,7262,450,1000,87,98,7.8,16,21227,71 +Newberry College,Yes,872,722,154,14,36,601,36,10194,2600,500,1500,57,63,11.4,32,5788,83 +Niagara University,Yes,2220,1796,467,65,99,1919,334,10320,4762,450,650,68,100,14.2,20,7788,65 +North Adams State College,No,1563,1005,240,1,19,1380,136,5542,4330,500,1000,65,71,14.2,17,6562,57 +North Carolina A. & T. State University,No,4809,3089,1429,12,33,6162,871,6806,1780,600,1651,72,72,16.7,9,7090,44 +North Carolina State University at Raleigh,No,10634,7064,3176,39,78,16505,5481,8400,6540,600,1300,92,98,17.5,21,9670,62 +North Carolina Wesleyan College,Yes,812,689,195,7,24,646,84,8242,4230,600,1295,77,77,12.7,11,10090,52 +North Central College,Yes,1127,884,308,30,64,1310,766,11718,7398,450,1800,73,87,16.4,33,8871,76 +North Dakota State University,No,2968,2297,1610,13,47,7368,1128,5834,2744,600,2000,79,83,17,24,6310,42 +North Park College,Yes,465,361,176,19,39,879,156,12580,4345,400,970,76,79,13.1,24,10889,74 +Northeast Missouri State University,No,6040,4577,1620,36,72,5640,266,4856,3416,400,1100,69,72,15.7,13,6601,76 +Northeastern University,Yes,11901,8492,2517,16,42,11160,10221,13380,7425,600,1750,73,82,12.9,17,9563,46 +Northern Arizona University,No,5891,4931,1973,23,48,11249,2682,6746,3728,620,2342,78,83,21.7,7,6157,41 +Northern Illinois University,No,10706,7219,2397,12,37,14826,1979,7799,3296,470,1750,73,78,17.3,11,6086,56 +Northwest Missouri State University,No,2729,2535,1257,8,29,4787,472,3735,3136,250,1630,62,65,21.7,23,5284,54 +Northwest Nazarene College,Yes,616,514,385,29,52,1115,60,9840,2820,450,822,59,59,14.8,20,6261,58 +Northwestern College,Yes,860,811,366,22,56,1040,52,9900,3075,300,1800,68,68,14.9,34,6357,68 +Northwestern University,Yes,12289,5200,1902,85,98,7450,45,16404,5520,759,1585,96,100,6.8,25,26385,92 +Norwich University,Yes,1743,1625,626,8,29,1862,382,14134,5270,500,800,71,74,13.1,22,9209,63 +Notre Dame College,Yes,379,324,107,15,37,500,311,9990,4900,400,600,44,47,12.1,26,4948,33 +Oakland University,No,3041,2581,1173,16,56,6441,3982,9114,4030,400,650,88,90,19.7,13,6637,53 +Oberlin College,Yes,4778,2767,678,50,89,2587,120,19670,5820,575,1119,77,96,10.1,47,16593,83 +Occidental College,Yes,2324,1319,370,52,81,1686,35,16560,5140,558,1152,91,93,10.5,30,16196,79 +Oglethorpe University,Yes,792,649,186,56,87,769,377,12900,4340,600,4110,91,95,13.1,27,8568,67 +Ohio Northern University,Yes,2936,2342,669,35,62,2502,66,15990,4080,600,825,73,78,14.5,31,9979,83 +Ohio University,No,11023,8298,3183,21,54,14861,1310,7629,4095,550,2300,79,87,20.4,13,8811,64 +Ohio Wesleyan University,Yes,2190,1700,458,36,65,1780,48,16732,5650,550,550,93,93,12.1,32,12011,75 +Oklahoma Baptist University,Yes,758,681,484,35,59,1707,705,5390,3140,515,1290,63,71,15.1,18,5511,50 +Oklahoma Christian University,Yes,776,765,351,22,44,1419,228,6400,3150,500,1900,58,64,16.2,8,6578,45 +Oklahoma State University,No,4522,3913,2181,29,57,12830,1658,5336,3344,800,3100,84,92,15.3,14,6433,48 +Otterbein College,Yes,1496,1205,428,26,57,1648,936,12888,4440,420,840,62,68,13.9,30,8802,87 +Ouachita Baptist University,Yes,910,773,450,31,73,1310,61,6530,2800,500,1500,63,67,13.3,10,6413,65 +Our Lady of the Lake University,Yes,2308,1336,295,22,46,1202,942,8530,3644,616,1576,56,64,14.9,25,7114,37 +Pace University,Yes,8256,3750,1522,37,70,5809,4379,11000,5160,660,1115,90,95,13.8,10,10059,62 +Pacific Lutheran University,Yes,1603,1392,504,31,68,2580,302,13312,4488,600,1516,78,78,11,23,9431,83 +Pacific Union College,Yes,940,668,385,20,48,1316,139,11925,3825,630,1926,48,87,12.3,12,9157,69 +Pacific University,Yes,943,849,288,41,71,1041,35,14210,3994,450,1100,76,76,10.9,22,11216,42 +Pembroke State University,No,944,774,440,14,34,2174,529,6360,2760,550,1498,77,77,15,5,6443,48 +Pennsylvania State Univ. Main Campus,No,19315,10344,3450,48,93,28938,2025,10645,4060,512,2394,77,96,18.1,19,8992,63 +Pepperdine University,Yes,3821,2037,680,86,96,2488,625,18200,6770,500,700,95,98,11.6,13,16185,66 +Peru State College,No,701,501,458,10,40,959,457,2580,2624,500,900,48,100,20.1,24,4870,44 +Pfeiffer College,Yes,838,651,159,11,25,654,162,8640,3700,400,1915,62,62,12.2,13,7634,48 +Philadelphia Coll. of Textiles and Sci.,Yes,1538,1259,468,19,42,1664,1042,11690,5062,600,1664,48,80,12.9,15,8028,68 +Phillips University,Yes,692,576,174,19,50,597,83,10500,3860,600,940,58,64,11.6,19,8990,39 +Piedmont College,Yes,663,562,127,20,40,641,63,5640,3620,600,750,89,89,13.2,17,7309,31 +Pikeville College,Yes,404,400,169,28,48,797,100,6000,3000,500,500,48,57,13.4,14,5557,61 +Pitzer College,Yes,1133,630,220,37,73,750,30,17688,5900,650,850,100,100,10.4,11,14820,73 +Point Loma Nazarene College,Yes,809,687,428,20,43,1889,217,10178,4190,800,750,71,71,16.1,19,7895,54 +Point Park College,Yes,875,744,207,7,38,1173,1402,9700,4830,400,1200,45,90,14.5,10,7652,66 +Polytechnic University,Yes,1132,847,302,58,89,1379,214,16200,4200,436,2486,90,90,10.4,14,14329,62 +Prairie View A. and M. University,No,2405,2234,1061,10,22,4564,448,4290,3500,598,1582,55,93,19.4,1,5967,35 +Presbyterian College,Yes,1082,832,302,34,63,1133,30,11859,3635,554,1429,80,85,13.4,42,8354,85 +Princeton University,Yes,13218,2042,1153,90,98,4540,146,19900,5910,675,1575,91,96,8.4,54,28320,99 +Providence College,Yes,5139,3346,973,20,55,3717,1358,14400,6200,450,1100,66,74,18.4,35,8135,96 +Purdue University at West Lafayette,No,21804,18744,5874,29,60,26213,4065,9556,3990,570,1060,86,86,18.2,15,8604,67 +Queens College,Yes,516,392,154,32,62,630,549,11020,4970,610,1900,73,75,14,36,9315,58 +Quincy University,Yes,1025,707,297,22,66,1070,72,10100,4140,450,1080,69,71,16.3,32,6880,80 +Quinnipiac College,Yes,3712,2153,806,17,45,2677,714,12030,6140,1000,500,63,73,12,33,8847,86 +Radford University,No,5702,4894,1742,15,37,8077,472,6684,4110,500,900,73,83,19.6,9,4519,62 +Ramapo College of New Jersey,No,2088,957,362,6,29,2745,1938,4449,4860,600,1655,74,95,17.8,8,7333,47 +Randolph-Macon College,Yes,1771,1325,306,21,46,1071,27,13840,3735,400,900,77,80,10.7,38,11080,74 +Randolph-Macon Woman's College,Yes,696,616,169,35,66,653,56,13970,6110,370,920,88,97,9.2,24,16358,68 +Reed College,Yes,1966,1436,327,47,80,1199,61,19960,5490,500,450,90,90,11.8,37,15886,68 +Regis College,Yes,427,385,143,18,38,581,533,12700,5800,450,700,81,85,10.3,37,11758,84 +Rensselaer Polytechnic Institute,Yes,4996,4165,936,53,82,4291,16,17475,5976,1230,1100,94,98,15.4,21,15605,70 +Rhodes College,Yes,2302,1831,391,58,82,1345,59,15200,4768,550,1500,90,96,10.8,47,13388,77 +Rider University,Yes,3586,2424,730,16,31,2748,1309,13250,5420,700,3100,84,92,12.3,23,11299,70 +Ripon College,Yes,587,501,211,28,52,735,28,15200,4100,350,650,87,90,9.4,49,12472,64 +Rivier College,Yes,484,386,141,6,28,590,1196,9870,4860,600,1100,59,59,12.2,19,6744,81 +Roanoke College,Yes,2227,1790,437,27,54,1460,239,13425,4425,450,1200,85,89,13,26,9405,72 +Rockhurst College,Yes,935,858,345,22,50,1127,754,9490,4100,500,1500,60,79,10.7,21,7519,79 +Rocky Mountain College,Yes,560,392,270,11,31,743,118,8734,3362,600,625,56,78,11.3,27,6422,68 +Roger Williams University,Yes,3304,2804,679,10,20,2111,1489,12520,6050,500,730,44,54,16.4,8,7957,61 +Rollins College,Yes,1777,1151,382,31,55,1668,1052,16425,5220,955,750,81,85,13.3,23,11561,90 +Rosary College,Yes,434,321,141,28,53,624,269,10950,4600,550,950,79,82,12.9,30,9264,81 +Rowan College of New Jersey,No,3820,1431,695,21,70,5303,3942,4356,4830,800,800,76,81,22.1,6,7252,51 +Rutgers at New Brunswick,No,48094,26330,4520,36,79,21401,3712,7410,4748,690,2009,90,95,19.5,19,10474,77 +Rutgers State University at Camden,No,3366,1752,232,27,79,2585,1300,7411,4748,690,2009,90,95,18.6,12,10134,57 +Rutgers State University at Newark,No,5785,2690,499,26,62,4005,1886,7410,4748,690,2009,90,95,17.4,16,11878,58 +Sacred Heart University,Yes,2307,1896,509,19,51,1707,1889,11070,5780,400,600,71,73,14.8,16,7120,82 +Saint Ambrose University,Yes,897,718,276,12,48,1345,390,10450,4020,500,1500,56,56,14.1,16,7444,70 +Saint Anselm College,Yes,2095,1553,514,15,40,1873,94,12950,5400,450,1120,70,82,14.5,29,6719,97 +Saint Cloud State University,No,3971,3306,1921,10,34,11493,2206,4259,2625,350,1884,70,75,18.9,10,4629,58 +Saint Francis College IN,Yes,213,166,85,13,36,513,247,8670,3820,450,1000,43,78,12.5,4,7440,48 +Saint Francis College,Yes,1046,824,284,21,45,1223,451,10880,5050,400,1235,64,64,19.3,24,7344,69 +Saint John's University,Yes,933,800,444,18,45,1691,72,12247,4081,500,600,76,85,12,38,9853,70 +Saint Joseph's College IN,Yes,920,684,225,24,42,815,222,11200,4250,600,950,55,60,14.8,19,7360,67 +Saint Joseph's College,Yes,833,682,217,12,33,716,2196,9985,5180,500,800,53,89,27.2,8,4322,85 +Saint Joseph's University,Yes,2519,2003,776,39,71,2473,1314,12750,6350,350,1690,84,90,17.4,13,8243,83 +Saint Joseph College,Yes,292,241,96,20,52,543,712,12200,4600,650,950,87,90,11.2,32,8680,76 +Saint Louis University,Yes,3294,2855,956,44,67,4576,1140,11690,4730,800,6800,84,94,4.6,19,18367,67 +Saint Mary's College,Yes,888,734,393,26,60,1433,27,12730,4514,500,1525,74,95,9.9,31,11165,98 +Saint Mary's College of Minnesota,Yes,876,802,367,14,35,1263,118,10800,3600,400,820,68,74,18.8,19,5081,78 +Saint Mary-of-the-Woods College,Yes,150,130,88,23,50,341,768,10300,4130,500,1700,44,58,10.2,37,9678,75 +Saint Michael's College,Yes,1910,1380,463,16,64,1715,106,13030,5860,500,750,79,88,14.5,34,10190,84 +Saint Olaf College,Yes,2248,1673,745,38,73,2888,105,14350,3750,550,550,82,88,10,31,12502,83 +Saint Peter's College,Yes,1606,1413,530,23,38,1921,1154,9408,5520,500,450,78,78,12.1,22,7669,53 +Saint Vincent College,Yes,700,595,278,19,35,1035,182,10850,3936,500,900,62,64,12.3,31,8534,88 +Saint Xavier University,Yes,785,647,295,15,65,1670,726,10860,4624,600,794,87,100,13.7,15,8953,55 +Salem-Teikyo University,Yes,489,384,120,23,52,700,45,10575,3952,400,620,46,24,13,9,8946,98 +Salem College,Yes,335,284,132,28,69,534,216,10475,6300,500,2000,68,68,11.2,46,9599,60 +Salisbury State University,No,4216,2290,736,20,52,4296,1027,5130,4690,600,1450,73,75,17.9,18,5125,56 +Samford University,Yes,1680,1395,691,34,76,2959,402,8236,3700,569,1650,74,75,14.7,17,9533,61 +San Diego State University,No,9402,7020,2151,20,70,16407,5550,8384,5110,612,2400,87,93,19.5,7,7930,41 +Santa Clara University,Yes,4019,2779,888,40,73,3891,128,13584,5928,630,1278,88,92,13.9,19,10872,100 +Sarah Lawrence College,Yes,1380,768,263,57,82,1000,105,19300,6694,600,700,89,93,6.1,18,14779,83 +Savannah Coll. of Art and Design,Yes,1109,688,386,20,65,1897,208,8325,5000,1200,1600,14,98,16.1,26,6874,55 +Schreiner College,Yes,584,413,131,19,51,521,99,8955,5900,500,1488,51,56,11.8,23,8545,52 +Scripps College,Yes,855,632,139,60,83,569,7,17238,7350,600,800,95,100,8.2,41,18372,73 +Seattle Pacific University,Yes,1183,1016,411,42,82,1922,704,12669,4875,600,1250,83,85,16.8,20,10368,66 +Seattle University,Yes,2115,1540,494,28,72,2993,347,12825,4375,500,1500,85,85,12.2,16,10175,89 +Seton Hall University,Yes,4576,3565,1000,16,36,4384,1530,12000,6484,650,1000,81,84,14.4,15,10080,64 +Seton Hill College,Yes,936,794,197,24,56,752,210,11240,4180,350,2000,71,71,11.2,37,10065,71 +Shippensburg University of Penn.,No,5818,3281,1116,14,53,5268,300,7844,3504,450,1700,80,83,18.8,13,6719,72 +Shorter College,Yes,540,445,165,23,70,1115,111,7210,3600,500,2000,62,65,13.2,18,7356,58 +Siena College,Yes,2961,1932,628,24,68,2669,616,10800,5100,575,1090,71,82,14.1,42,8189,100 +Siena Heights College,Yes,464,419,183,10,31,686,287,9240,3880,475,1090,29,49,7.2,17,9431,47 +Simmons College,Yes,1003,782,295,23,53,1144,160,16160,6950,500,1200,74,81,8.9,33,14086,79 +Simpson College,Yes,1016,872,300,27,57,1116,602,11250,4980,550,1400,66,73,15.8,36,7411,70 +Sioux Falls College,Yes,437,400,211,13,35,614,271,8990,3064,500,1700,73,73,14.8,7,7881,48 +Skidmore College,Yes,4293,2728,591,25,62,2322,263,18710,5970,500,700,87,92,12.7,29,14837,81 +Smith College,Yes,2925,1598,632,51,88,2479,95,18820,6390,500,1050,85,97,10.3,44,21199,90 +South Dakota State University,No,2807,2589,1701,13,37,7000,1103,3811,2190,500,1970,62,65,15,29,5084,67 +Southeast Missouri State University,No,2281,1870,1408,18,43,6553,1246,4680,3540,200,2150,75,76,17.1,8,5916,45 +Southeastern Oklahoma State Univ.,No,818,700,447,20,50,2962,651,3738,2619,450,1022,55,59,19.6,9,4444,53 +Southern California College,Yes,385,340,193,18,38,784,127,9520,4124,630,1818,63,65,18.6,11,8219,43 +Southern Illinois University at Edwardsville,No,2540,2195,994,13,40,6063,2550,5472,3598,221,2216,76,81,16.5,8,7498,43 +Southern Methodist University,Yes,4301,3455,1166,41,69,4892,387,12772,5078,576,1802,74,88,13.5,17,12726,72 +Southwest Baptist University,Yes,1093,1093,642,12,32,1770,967,7070,2500,400,1000,52,54,15.9,13,4718,71 +Southwest Missouri State University,No,6118,5254,3204,15,37,13131,3374,4740,2590,500,1360,70,75,19.9,11,4632,56 +Southwest State University,No,1047,938,511,13,33,2091,546,4285,2750,600,1800,58,75,16.5,31,6591,51 +Southwestern Adventist College,Yes,321,318,172,11,27,620,280,7536,3736,430,1651,44,77,13,12,5309,36 +Southwestern College,Yes,213,155,75,28,66,504,147,7200,3532,550,1500,56,56,11.8,12,7818,52 +Southwestern University,Yes,1244,912,352,44,77,1177,43,11850,4675,600,1050,83,89,11.3,35,12995,67 +Spalding University,Yes,283,201,97,10,45,589,263,8400,2800,600,900,50,56,10.6,40,6860,89 +Spelman College,Yes,3713,1237,443,47,83,1971,107,7000,5565,660,2400,73,80,12.5,18,9988,65 +Spring Arbor College,Yes,372,362,181,15,32,1501,353,8600,3550,385,665,48,48,15.4,9,10938,49 +St. Bonaventure University,Yes,1489,1313,375,13,45,1688,131,10456,4927,500,1050,91,91,17.7,32,9828,78 +St. John's College,Yes,323,278,122,31,51,393,4,16150,5450,275,800,63,72,7.2,26,15622,64 +St. John Fisher College,Yes,1368,1064,354,19,51,1687,677,10570,5600,400,800,86,81,14.5,29,7908,66 +St. Lawrence University,Yes,2753,1820,505,31,56,1801,45,18720,5730,650,825,90,94,11.5,38,14980,85 +St. Martin's College,Yes,191,165,63,5,25,494,574,11550,4270,300,500,43,77,14.5,8,9209,40 +St. Mary's College of California,Yes,2643,1611,465,36,80,2615,248,13332,6354,630,1584,88,89,16.1,17,9619,78 +St. Mary's College of Maryland,No,1340,695,285,42,73,1315,209,6800,4730,675,1250,84,89,11.6,23,10357,63 +St. Mary's University of San Antonio,Yes,1243,1020,414,33,60,2149,418,8678,3858,700,1736,82,83,16.2,7,7651,72 +St. Norbert College,Yes,1334,1243,568,30,56,1946,95,12140,4450,425,1100,74,78,15.1,36,8595,88 +St. Paul's College,Yes,651,581,243,8,17,617,34,5000,3650,600,600,45,45,14,8,8426,45 +St. Thomas Aquinas College,Yes,861,609,215,10,27,1117,815,8650,5700,500,1750,69,73,16.1,13,6534,67 +Stephens College,Yes,450,405,194,17,34,614,388,13900,5200,450,2150,46,63,10.9,17,9995,59 +Stetson University,Yes,1557,1227,489,37,69,1964,81,12315,4565,600,1365,85,90,12.5,24,10307,73 +Stevens Institute of Technology,Yes,1768,1249,380,51,93,1263,11,16900,5680,450,750,89,89,19,33,12837,79 +Stockton College of New Jersey,No,4019,1579,710,23,65,4365,765,3040,4351,711,1125,78,92,19.5,7,5599,64 +Stonehill College,Yes,3646,2300,585,25,69,2022,926,12170,6172,480,800,79,79,13,30,7495,97 +SUNY at Albany,No,13528,9198,1843,16,61,10168,1231,6550,4355,700,1560,93,96,17.4,16,9075,74 +SUNY at Binghamton,No,14463,6166,1757,60,94,8544,671,6550,4598,700,1000,83,100,18,15,8055,80 +SUNY at Buffalo,No,15039,9649,3087,36,100,13963,3124,6550,4731,708,957,90,97,13.6,15,11177,56 +SUNY at Stony Brook,No,12512,6969,1724,27,66,9744,1351,6550,4712,600,1200,91,96,10.5,7,13705,57 +SUNY College at Brockport,No,7294,3564,904,7,34,5758,1363,6550,4460,500,705,79,83,19,14,6632,49 +SUNY College at Oswego,No,8000,4556,1464,17,70,6943,869,6550,4810,500,1500,69,85,22,21,5280,63 +SUNY College at Buffalo,No,5318,3515,1025,8,29,7626,2091,6550,4040,550,1230,71,78,18.7,12,7511,42 +SUNY College at Cortland,No,7888,3519,1036,6,40,5011,346,6550,4680,630,1274,82,85,17.8,17,5563,53 +SUNY College at Fredonia,No,4877,2798,814,13,48,4123,298,6550,4420,620,1481,82,90,16.3,10,6442,66 +SUNY College at Geneseo,No,8598,4562,1143,56,93,5060,146,6550,4170,600,650,79,84,19.1,25,5716,76 +SUNY College at New Paltz,No,8399,3609,656,19,53,4658,1478,6550,4240,550,1500,85,93,15.3,8,6608,53 +SUNY College at Plattsburgh,No,5549,3583,853,9,40,5004,475,6550,4176,600,1380,80,90,17.9,16,6174,65 +SUNY College at Potsdam,No,3150,2289,650,16,51,3598,234,6840,4660,500,1000,71,75,15.1,17,6436,59 +SUNY College at Purchase,No,2119,1264,390,5,33,2478,1441,6550,4760,1125,1362,80,100,14.9,8,8170,46 +Susquehanna University,Yes,2096,1512,465,27,59,1442,166,16130,4710,400,800,83,86,13.9,37,10554,90 +Sweet Briar College,Yes,462,402,146,36,68,527,41,14500,6000,500,600,91,99,6.5,48,18953,61 +Syracuse University,Yes,10477,7260,2442,28,67,10142,117,15150,6870,635,960,73,84,11.3,13,14231,67 +Tabor College,Yes,257,183,109,19,41,396,38,7850,3410,400,1500,55,70,10,15,7233,53 +Talladega College,Yes,4414,1500,335,30,60,908,119,5666,2964,1000,1400,56,58,15.5,7,5970,46 +Taylor University,Yes,1769,1092,437,41,80,1757,81,10965,4000,450,1250,60,61,14.2,32,8294,98 +Tennessee Wesleyan College,Yes,232,182,99,7,29,402,237,7070,3640,400,3158,59,65,8.9,16,6286,36 +Texas A&M Univ. at College Station,No,14474,10519,6392,49,85,31643,2798,5130,3412,600,2144,89,91,23.1,29,8471,69 +Texas A&M University at Galveston,No,529,481,243,22,47,1206,134,4860,3122,600,650,103,88,17.4,16,6415,43 +Texas Christian University,Yes,4095,3079,1195,33,64,5064,660,8490,3320,650,2400,81,93,14.8,23,9158,64 +Texas Lutheran College,Yes,497,423,215,27,57,895,429,7850,3410,490,1700,54,58,13.8,24,7002,50 +Texas Southern University,No,4345,3245,2604,15,85,5584,3101,7860,3360,600,1700,65,75,18.2,21,3605,10 +Texas Wesleyan University,Yes,592,501,279,19,44,1204,392,6400,3484,600,1800,80,83,14.5,10,7936,43 +The Citadel,No,1500,1242,611,12,36,2024,292,7070,2439,400,779,95,94,17.1,17,7744,84 +Thiel College,Yes,1154,951,253,15,31,791,140,11172,4958,700,1350,68,76,11.6,16,9186,60 +Tiffin University,Yes,845,734,254,5,21,662,351,7600,3800,600,1200,59,74,19,40,5096,39 +Transylvania University,Yes,759,729,244,57,81,867,51,10900,4450,500,1000,81,91,12.1,41,10219,70 +Trenton State College,No,5042,2312,944,55,94,5167,902,5391,5411,700,1000,81,87,14.4,6,8504,81 +Tri-State University,Yes,1262,1102,276,14,40,978,98,9456,4350,468,1323,53,53,12.8,24,7603,65 +Trinity College CT,Yes,3058,1798,478,46,84,1737,244,18810,5690,500,680,91,96,10.4,48,18034,91 +Trinity College DC,Yes,247,189,100,19,49,309,639,11412,6430,500,900,89,93,8.3,37,11806,96 +Trinity College VT,Yes,222,185,91,16,41,484,541,11010,5208,550,500,58,78,10.4,26,9586,78 +Trinity University,Yes,2425,1818,601,62,93,2110,95,12240,5150,500,490,94,96,9.6,20,14703,93 +Tulane University,Yes,7033,5125,1223,47,75,4941,1534,19040,5950,350,800,98,98,9.1,21,16920,74 +Tusculum College,Yes,626,372,145,12,34,983,40,7700,3400,450,800,70,70,21.9,28,4933,52 +Tuskegee University,Yes,2267,1827,611,20,59,2825,144,6735,3395,600,1425,70,74,12.2,7,10872,65 +Union College KY,Yes,484,384,177,9,45,634,78,7800,2950,500,600,60,88,14.1,9,6864,64 +Union College NY,Yes,3495,1712,528,49,84,1915,123,18732,6204,450,1024,94,96,11.5,49,15411,88 +Univ. of Wisconsin at OshKosh,No,4800,2900,1515,14,48,7764,1472,6874,2394,518,1890,73,78,19.2,14,5901,56 +University of Alabama at Birmingham,No,1797,1260,938,24,35,6960,4698,4440,5175,750,2200,96,96,6.7,16,16352,33 +University of Arkansas at Fayetteville,No,3235,3108,2133,25,65,9978,1530,5028,3300,500,2000,73,89,14.8,10,6820,39 +University of California at Berkeley,No,19873,8252,3215,95,100,19532,2061,11648,6246,636,1933,93,97,15.8,10,13919,78 +University of California at Irvine,No,15698,10775,2478,85,100,12677,864,12024,5302,790,1818,96,96,16.1,11,15934,66 +University of Central Florida,No,6986,2959,1918,25,60,12330,7152,6618,4234,700,1600,80,98,22.2,9,6742,46 +University of Charleston,Yes,682,535,204,22,43,771,611,9500,3540,400,750,26,58,2.5,10,7683,57 +University of Chicago,Yes,6348,2999,922,68,94,3340,39,18930,6380,500,1254,99,99,5.3,36,36854,90 +University of Cincinnati,No,6855,5553,2408,26,57,11036,2011,8907,4697,556,1851,89,95,10.8,6,13889,54 +University of Connecticut at Storrs,No,9735,7187,2064,23,63,12478,1660,11656,5072,700,2300,89,95,16,16,10178,71 +University of Dallas,Yes,681,588,246,44,74,1058,73,10760,6230,500,1200,85,93,13.4,26,8731,63 +University of Dayton,Yes,6361,5293,1507,26,51,5889,665,11380,4220,500,900,81,85,14.8,25,8894,93 +University of Delaware,Yes,14446,10516,3252,22,57,14130,4522,10220,4230,530,1300,82,87,18.3,15,10650,75 +University of Denver,Yes,2974,2001,580,29,60,2666,554,15192,4695,400,1350,84,91,15.9,21,11762,67 +University of Detroit Mercy,Yes,927,731,415,24,50,2149,2217,11130,3996,600,2166,72,79,13.5,14,10891,51 +University of Dubuque,Yes,576,558,137,11,39,662,131,10430,3620,400,1500,85,98,16.5,18,8767,45 +University of Evansville,Yes,2096,1626,694,35,67,2551,407,11800,4340,700,960,60,81,15.8,26,7780,77 +University of Florida,No,12445,8836,3623,54,85,24470,3286,7090,4180,630,1530,88,97,13.4,20,14737,66 +University of Georgia,No,11220,7871,3320,43,79,19553,2748,5697,3600,525,1755,88,95,14.7,22,7881,63 +University of Hartford,Yes,5081,4040,1194,11,26,3768,1415,14220,6000,500,1440,61,76,10.7,9,10625,66 +University of Hawaii at Manoa,No,3580,2603,1627,36,69,11028,2411,4460,3038,687,1281,85,87,11.8,6,12833,54 +University of Illinois - Urbana,No,14939,11652,5705,52,88,25422,911,7560,4574,500,1982,87,90,17.4,13,8559,81 +University of Illinois at Chicago,No,8384,5727,2710,22,50,13518,2916,7230,5088,630,3228,82,84,10,6,13883,34 +University of Indianapolis,Yes,1487,1276,388,26,51,1417,1646,11120,4080,525,1405,55,56,11.1,23,6735,69 +University of Kansas,No,8579,5561,3681,25,50,17880,1673,6994,3384,700,2681,88,94,13.7,17,9657,57 +University of La Verne,Yes,1597,969,226,16,38,1431,1522,13540,5050,630,2298,66,68,14.1,23,10139,47 +University of Louisville,No,4777,3057,1823,16,33,9844,6198,6540,3600,530,2440,84,92,11.1,24,10207,31 +University of Maine at Farmington,No,1208,803,438,20,48,1906,344,6810,3970,450,1647,67,75,15.9,26,5712,59 +University of Maine at Machias,No,441,369,172,17,45,633,317,6600,3680,600,400,46,46,15.1,4,5935,64 +University of Maine at Presque Isle,No,461,381,235,10,40,974,503,6600,3630,400,1675,67,67,15.2,11,6408,35 +University of Maryland at Baltimore County,No,4269,2594,985,27,57,6476,2592,8594,4408,494,2768,82,88,18.4,6,7618,55 +University of Maryland at College Park,No,14292,10315,3409,22,53,19340,3991,8723,5146,550,1550,89,92,18.1,12,9021,63 +University of Massachusetts at Amherst,No,14438,12414,3816,12,39,16282,1940,8566,3897,500,1400,88,92,16.7,15,10276,68 +University of Massachusetts at Dartmouth,No,3347,2597,1006,10,37,4664,1630,6919,4500,500,1250,74,90,15,20,7462,56 +University of Miami,Yes,7122,5386,1643,42,69,7760,876,16500,6526,630,1985,82,94,5.9,17,17500,59 +University of Michigan at Ann Arbor,No,19152,12940,4893,66,92,22045,1339,15732,4659,476,1600,90,98,11.5,26,14847,87 +University of Minnesota at Duluth,No,4192,3126,1656,15,45,5887,1254,8828,3474,753,2610,79,91,19,11,6393,53 +University of Minnesota at Morris,No,1458,874,588,56,86,1846,154,9843,3180,600,1500,74,78,14.6,16,6716,51 +University of Minnesota Twin Cities,No,11054,6397,3524,26,55,16502,21836,8949,3744,714,2910,88,90,12.2,37,16122,45 +University of Mississippi,No,3844,3383,1669,26,47,7524,804,4916,3810,600,550,81,86,20.3,14,6971,53 +University of Missouri at Columbia,No,6574,4637,2940,32,62,14782,1583,9057,3485,600,1983,87,87,12.7,15,10145,58 +University of Missouri at Rolla,No,1877,1826,823,49,77,3926,561,9057,3600,700,1435,88,88,14.4,23,9699,49 +University of Missouri at Saint Louis,No,1618,1141,479,18,54,4793,4552,7246,3964,500,4288,71,73,13.4,15,6433,48 +University of Mobile,Yes,452,331,269,17,54,1417,301,6150,3680,550,1200,59,63,16.6,4,5412,52 +University of Montevallo,No,1351,892,570,18,78,2385,331,4440,3030,300,600,72,72,18.9,8,5883,51 +University of Nebraska at Lincoln,No,6277,6003,3526,33,63,16454,3171,5595,3145,500,2070,86,92,15.1,48,6813,53 +University of New England,Yes,1209,750,265,19,54,820,159,11450,5045,900,2500,72,75,11.4,13,9718,64 +University of New Hampshire,No,9750,7640,2529,24,62,10358,1338,11180,3862,650,2450,89,87,17.5,16,7855,75 +University of North Carolina at Asheville,No,1757,979,394,32,74,2033,1078,5972,3420,600,750,77,83,13,11,7011,37 +University of North Carolina at Chapel Hill,No,14596,5985,3331,75,92,14609,1100,8400,4200,550,1200,88,93,8.9,23,15893,83 +University of North Carolina at Charlotte,No,5803,4441,1730,19,62,10099,3255,7248,3109,600,1900,79,91,16.8,7,6227,62 +University of North Carolina at Greensboro,No,5191,4134,1500,15,44,7532,1847,8677,3505,600,1300,75,94,15.5,17,7392,53 +University of North Carolina at Wilmington,No,6071,3856,1449,15,67,6635,1145,7558,3680,500,1500,82,85,19.1,15,6005,55 +University of North Dakota,No,2777,2249,1652,20,54,8334,1435,5634,2703,450,1200,97,97,15.9,16,9424,49 +University of North Florida,No,1800,1253,560,44,85,3876,3588,6634,4360,600,2604,82,85,17.8,14,6104,47 +University of North Texas,No,4418,2737,2049,23,51,14047,5134,4104,3579,450,1700,86,94,22.6,6,5657,35 +University of Northern Colorado,No,5530,4007,1697,12,37,8463,1498,7731,4128,540,2286,75,75,21.5,8,6309,40 +University of Northern Iowa,No,4144,3379,1853,18,52,10135,1448,6197,2930,595,2380,78,82,16.3,26,6333,77 +University of Notre Dame,Yes,7700,3700,1906,79,96,7671,30,16850,4400,600,1350,96,92,13.1,46,13936,97 +University of Oklahoma,No,4743,3970,2233,32,63,13436,2582,5173,3526,765,3176,86,90,11.5,11,10244,44 +University of Oregon,No,8631,6732,2546,25,61,11669,1605,10602,3660,570,1530,79,87,19.7,13,8020,54 +University of Pennsylvania,Yes,12394,5232,2464,85,100,9205,531,17020,7270,500,1544,95,96,6.3,38,25765,93 +University of Pittsburgh-Main Campus,No,8586,6383,2503,25,59,13138,4289,10786,4560,400,900,93,93,7.8,10,13789,66 +University of Portland,Yes,1758,1485,419,27,58,2041,174,12040,4100,600,1100,92,96,13.2,17,9060,72 +University of Puget Sound,Yes,4044,2826,688,51,83,2738,138,16230,4500,630,1800,79,86,15,17,11217,63 +University of Rhode Island,No,9643,7751,1968,12,40,8894,2456,10330,5558,500,1250,84,89,16.6,7,9158,63 +University of Richmond,Yes,5892,2718,756,46,72,2854,594,14500,3285,700,1125,75,89,11.7,32,11984,100 +University of Rochester,Yes,8766,5498,1243,56,75,5071,438,17840,6582,500,882,93,99,5.9,23,26037,80 +University of San Diego,Yes,3934,2735,886,40,70,3698,217,13600,5940,630,1820,93,96,15.6,13,10813,66 +University of San Francisco,Yes,2306,1721,538,23,48,4309,549,13226,6452,750,2450,86,86,13.6,8,10074,62 +University of Sci. and Arts of Oklahoma,No,285,280,208,21,43,1140,473,3687,1920,600,1800,67,77,23.6,3,3864,43 +University of Scranton,Yes,4471,2942,910,29,60,3674,493,11584,5986,650,800,83,83,14.1,41,9131,92 +University of South Carolina at Aiken,No,848,560,377,14,24,1855,1412,5800,3066,500,1500,62,62,14.8,3,5035,48 +University of South Carolina at Columbia,No,7693,5815,2328,30,66,12594,3661,8074,3522,495,2941,84,88,16.9,18,8246,63 +University of South Florida,No,7589,4676,1876,29,63,14770,10962,6760,3776,500,2180,84,89,17,7,11020,47 +University of Southern California,Yes,12229,8498,2477,45,71,13259,1429,17230,6482,600,2210,90,94,11.4,10,17007,68 +University of Southern Colorado,No,1401,1239,605,10,34,3716,675,7100,4380,540,2948,63,88,19.4,0,5389,36 +University of Southern Indiana,No,2379,2133,1292,8,25,4283,2973,4973,3192,500,1425,56,65,22,21,4078,38 +University of Southern Mississippi,No,2850,2044,1046,20,50,9260,1387,4652,2470,500,500,78,99,18.7,23,5917,45 +University of St. Thomas MN,Yes,2057,1807,828,26,53,4106,982,11712,4037,500,800,80,80,13.8,13,8546,89 +University of St. Thomas TX,Yes,374,280,185,45,77,995,408,8550,4050,500,1344,75,75,12.6,17,7237,62 +University of Tennessee at Knoxville,No,7473,5372,3013,27,53,15749,3237,5764,3262,750,3300,86,92,16.5,22,8612,53 +University of Texas at Arlington,No,3281,2559,1448,19,43,10975,8431,4422,2780,500,2850,73,73,21,4,4696,29 +University of Texas at Austin,No,14752,9572,5329,48,85,30017,5189,5130,3309,650,3140,91,99,19.7,11,7837,65 +University of Texas at San Antonio,No,4217,3100,1686,17,46,9375,5457,4104,5376,452,1200,94,100,25.3,3,4329,50 +University of the Arts,Yes,974,704,290,5,22,1145,39,12520,3860,1300,700,16,59,7.5,9,11641,57 +University of the Pacific,Yes,2459,1997,582,36,66,2664,299,16320,5326,646,1171,87,94,11.2,14,13706,65 +University of the South,Yes,1445,966,326,46,83,1129,24,15350,4080,450,810,89,93,10.3,52,18784,82 +University of Tulsa,Yes,1712,1557,696,41,68,2936,433,11750,4160,1200,2350,94,96,11.5,10,11743,47 +University of Utah,No,5095,4491,2400,27,53,13894,8374,6857,3975,858,3093,89,93,12.8,9,9275,37 +University of Vermont,No,7663,6008,1735,18,51,7353,1674,15516,4928,500,990,87,90,9.9,10,12646,79 +University of Virginia,No,15849,5384,2678,74,95,11278,114,12212,3792,500,1000,90,92,9.5,22,13597,95 +University of Washington,No,12749,7025,3343,40,81,20356,4582,8199,4218,708,2172,96,94,9,10,16527,65 +University of West Florida,No,1558,1254,472,20,57,3754,2477,6172,3994,541,1387,83,87,23.4,12,8488,53 +University of Wisconsin-Stout,No,2593,1966,1030,9,32,6038,579,6704,2592,376,1750,78,78,21,17,6254,65 +University of Wisconsin-Superior,No,910,910,342,14,53,1434,417,7032,2780,550,1960,75,81,15.2,15,6490,36 +University of Wisconsin-Whitewater,No,4400,3719,1472,12,38,7804,1552,6950,2500,300,1200,90,95,23.1,16,5559,67 +University of Wisconsin at Green Bay,No,2409,1939,759,17,50,3819,1347,6900,2800,475,1200,81,89,22.2,1,5968,46 +University of Wisconsin at Madison,No,14901,10932,4631,36,80,23945,2200,9096,4290,535,1545,93,96,11.5,20,11006,72 +University of Wisconsin at Milwaukee,No,5244,3782,1930,12,37,11561,7443,8786,2964,570,1980,79,87,15.9,8,8094,38 +University of Wyoming,No,2029,1516,1073,23,46,7535,1488,5988,3422,600,1500,91,94,15.1,13,8745,45 +Upper Iowa University,Yes,663,452,192,10,35,1481,1160,8840,3060,500,1000,69,75,17.4,19,3733,78 +Ursinus College,Yes,1399,1026,308,44,77,1131,17,14900,5160,500,800,82,85,11.6,40,12082,79 +Ursuline College,Yes,325,260,86,21,47,699,717,9600,4202,450,750,39,69,10.5,15,7164,68 +Valley City State University,No,368,344,212,5,27,863,189,4286,2570,600,2000,39,41,14.9,25,4958,40 +Valparaiso University,Yes,2075,1727,520,49,81,2501,198,11800,3260,500,800,87,89,14.2,23,9681,95 +Vanderbilt University,Yes,7791,4690,1499,71,92,5500,90,17865,6525,630,952,93,98,5.8,26,23850,83 +Vassar College,Yes,3550,1877,653,53,87,2164,77,18920,5950,600,800,90,98,9.7,39,17089,90 +Villanova University,Yes,7759,5588,1477,30,68,6362,1292,15925,6507,400,300,89,90,13.4,24,10458,96 +Virginia Commonwealth University,No,4963,3497,1567,18,45,10262,5065,10217,4182,500,3630,81,87,8.7,11,11183,45 +Virginia State University,No,2996,2440,704,2,30,3006,338,5587,4845,500,600,61,63,16,11,5733,31 +Virginia Tech,No,15712,11719,4277,29,53,18511,604,10260,3176,740,2200,85,89,13.8,20,8944,73 +Virginia Union University,Yes,1847,1610,453,19,59,1298,67,7384,3494,500,1763,51,67,13.7,8,6757,30 +Virginia Wesleyan College,Yes,1470,900,287,20,49,1130,417,10900,5100,500,550,70,81,15.7,14,7804,68 +Viterbo College,Yes,647,518,271,17,43,1014,387,9140,3365,500,2245,51,65,10.7,31,8050,73 +Voorhees College,Yes,1465,1006,188,10,30,703,20,4450,2522,500,1200,43,43,22.9,3,5861,58 +Wabash College,Yes,800,623,256,41,76,801,5,12925,4195,500,635,78,85,9.9,55,14904,72 +Wagner College,Yes,1416,1015,417,10,44,1324,117,13500,5800,585,1700,67,78,13.2,23,9006,75 +Wake Forest University,Yes,5661,2392,903,75,88,3499,172,13850,4360,500,1250,95,97,4.3,37,41766,89 +Walsh University,Yes,1092,890,477,27,92,847,497,8670,4180,500,1450,42,58,11.3,33,5738,68 +Warren Wilson College,Yes,440,311,112,25,49,466,7,10000,3052,400,1100,65,75,11.4,20,9430,63 +Wartburg College,Yes,1231,1074,345,34,66,1295,105,11600,3610,400,850,66,91,12.4,37,7735,67 +Washington and Jefferson College,Yes,1305,1100,334,42,64,1098,151,16260,4005,300,500,91,91,12.1,40,10162,86 +Washington and Lee University,Yes,3315,1096,425,68,93,1584,3,13750,4619,680,1115,81,96,9.6,45,15736,90 +Washington College,Yes,1209,942,214,31,60,822,46,15276,5318,500,300,79,86,11.2,37,10830,65 +Washington State University,No,6540,5839,2440,31,70,14445,1344,8200,4210,800,2719,84,87,16.9,30,10912,56 +Washington University,Yes,7654,5259,1254,62,93,4879,1274,18350,5775,768,1512,91,98,3.9,31,45702,90 +Wayne State College,No,1373,1373,724,6,21,2754,474,2700,2660,540,1660,60,68,20.3,29,4550,52 +Waynesburg College,Yes,1190,978,324,12,30,1280,61,8840,3620,500,1200,57,58,16.2,26,6563,63 +Webber College,Yes,280,143,79,5,27,327,110,5590,2900,650,1952,53,63,15.1,4,4839,90 +Webster University,Yes,665,462,226,17,44,1739,1550,9160,4340,500,500,68,68,20.6,14,6951,48 +Wellesley College,Yes,2895,1249,579,80,96,2195,156,18345,5995,500,700,94,98,10.6,51,21409,91 +Wells College,Yes,318,240,130,40,85,416,19,14900,5550,600,500,93,98,8.3,42,13935,69 +Wentworth Institute of Technology,Yes,1480,1257,452,6,25,2961,572,9850,6050,850,920,10,68,15.4,8,17858,64 +Wesley College,Yes,980,807,350,10,25,872,448,9890,4674,500,1350,52,57,14.4,15,6243,84 +Wesleyan University,Yes,4772,1973,712,60,86,2714,27,19130,5600,1400,1400,90,94,12.1,39,16262,92 +West Chester University of Penn.,No,6502,3539,1372,11,51,7484,1904,7844,4108,400,2000,76,79,15.3,16,6773,52 +West Liberty State College,No,1164,1062,478,12,25,2138,227,4470,2890,600,1210,33,33,16.3,10,4249,60 +West Virginia Wesleyan College,Yes,1566,1400,483,28,55,1509,170,14200,3775,450,1100,58,81,16.4,42,8080,67 +Western Carolina University,No,3224,2519,1057,11,31,5000,706,6390,2380,110,1622,67,78,14.6,9,6554,55 +Western Maryland College,Yes,1205,984,278,31,50,1071,98,14510,5340,500,1400,84,91,12.5,39,10026,60 +Western Michigan University,No,9167,7191,2738,24,53,15739,4278,6940,4100,500,1700,80,84,24.7,11,5983,55 +Western New England College,Yes,1650,1471,409,7,21,1803,1116,8994,5500,498,2065,74,97,15.4,15,8409,59 +Western State College of Colorado,No,2702,1623,604,7,24,2315,146,5918,3755,500,2050,76,79,19.4,4,4599,52 +Western Washington University,No,5548,3563,1549,30,71,8909,506,8124,4144,639,2385,83,89,22.7,10,7203,61 +Westfield State College,No,3100,2150,825,3,20,3234,941,5542,3788,500,1300,75,79,15.7,20,4222,65 +Westminster College MO,Yes,662,553,184,20,43,665,37,10720,4050,600,1650,66,70,12.5,20,7925,62 +Westminster College,Yes,996,866,377,29,58,1411,72,12065,3615,430,685,62,78,12.5,41,8596,80 +Westminster College of Salt Lake City,Yes,917,720,213,21,60,979,743,8820,4050,600,2025,68,83,10.5,34,7170,50 +Westmont College,No,950,713,351,42,72,1276,9,14320,5304,490,1410,77,77,14.9,17,8837,87 +Wheaton College IL,Yes,1432,920,548,56,84,2200,56,11480,4200,530,1400,81,83,12.7,40,11916,85 +Westminster College PA,Yes,1738,1373,417,21,55,1335,30,18460,5970,700,850,92,96,13.2,41,22704,71 +Wheeling Jesuit College,Yes,903,755,213,15,49,971,305,10500,4545,600,600,66,71,14.1,27,7494,72 +Whitman College,Yes,1861,998,359,45,77,1220,46,16670,4900,750,800,80,83,10.5,51,13198,72 +Whittier College,Yes,1681,1069,344,35,63,1235,30,16249,5699,500,1998,84,92,13.6,29,11778,52 +Whitworth College,Yes,1121,926,372,43,70,1270,160,12660,4500,678,2424,80,80,16.9,20,8328,80 +Widener University,Yes,2139,1492,502,24,64,2186,2171,12350,5370,500,1350,88,86,12.6,19,9603,63 +Wilkes University,Yes,1631,1431,434,15,36,1803,603,11150,5130,550,1260,78,92,13.3,24,8543,67 +Willamette University,Yes,1658,1327,395,49,80,1595,159,14800,4620,400,790,91,94,13.3,37,10779,68 +William Jewell College,Yes,663,547,315,32,67,1279,75,10060,2970,500,2600,74,80,11.2,19,7885,59 +William Woods University,Yes,469,435,227,17,39,851,120,10535,4365,550,3700,39,66,12.9,16,7438,52 +Williams College,Yes,4186,1245,526,81,96,1988,29,19629,5790,500,1200,94,99,9,64,22014,99 +Wilson College,Yes,167,130,46,16,50,199,676,11428,5084,450,475,67,76,8.3,43,10291,67 +Wingate College,Yes,1239,1017,383,10,34,1207,157,7820,3400,550,1550,69,81,13.9,8,7264,91 +Winona State University,No,3325,2047,1301,20,45,5800,872,4200,2700,300,1200,53,60,20.2,18,5318,58 +Winthrop University,No,2320,1805,769,24,61,3395,670,6400,3392,580,2150,71,80,12.8,26,6729,59 +Wisconsin Lutheran College,Yes,152,128,75,17,41,282,22,9100,3700,500,1400,48,48,8.5,26,8960,50 +Wittenberg University,Yes,1979,1739,575,42,68,1980,144,15948,4404,400,800,82,95,12.8,29,10414,78 +Wofford College,Yes,1501,935,273,51,83,1059,34,12680,4150,605,1440,91,92,15.3,42,7875,75 +Worcester Polytechnic Institute,Yes,2768,2314,682,49,86,2802,86,15884,5370,530,730,92,94,15.2,34,10774,82 +Worcester State College,No,2197,1515,543,4,26,3089,2029,6797,3900,500,1200,60,60,21,14,4469,40 +Xavier University,Yes,1959,1805,695,24,47,2849,1107,11520,4960,600,1250,73,75,13.3,31,9189,83 +Xavier University of Louisiana,Yes,2097,1915,695,34,61,2793,166,6900,4200,617,781,67,75,14.4,20,8323,49 +Yale University,Yes,10705,2453,1317,95,99,5217,83,19840,6510,630,2115,96,96,5.8,49,40386,99 +York College of Pennsylvania,Yes,2989,1855,691,28,63,2988,1726,4990,3560,500,1250,75,75,18.1,28,4509,99 diff --git a/Credit.csv b/Credit.csv new file mode 100644 index 0000000..0a1939f --- /dev/null +++ b/Credit.csv @@ -0,0 +1,401 @@ +"","Income","Limit","Rating","Cards","Age","Education","Gender","Student","Married","Ethnicity","Balance" +"1",14.891,3606,283,2,34,11," Male","No","Yes","Caucasian",333 +"2",106.025,6645,483,3,82,15,"Female","Yes","Yes","Asian",903 +"3",104.593,7075,514,4,71,11," Male","No","No","Asian",580 +"4",148.924,9504,681,3,36,11,"Female","No","No","Asian",964 +"5",55.882,4897,357,2,68,16," Male","No","Yes","Caucasian",331 +"6",80.18,8047,569,4,77,10," Male","No","No","Caucasian",1151 +"7",20.996,3388,259,2,37,12,"Female","No","No","African American",203 +"8",71.408,7114,512,2,87,9," Male","No","No","Asian",872 +"9",15.125,3300,266,5,66,13,"Female","No","No","Caucasian",279 +"10",71.061,6819,491,3,41,19,"Female","Yes","Yes","African American",1350 +"11",63.095,8117,589,4,30,14," Male","No","Yes","Caucasian",1407 +"12",15.045,1311,138,3,64,16," Male","No","No","Caucasian",0 +"13",80.616,5308,394,1,57,7,"Female","No","Yes","Asian",204 +"14",43.682,6922,511,1,49,9," Male","No","Yes","Caucasian",1081 +"15",19.144,3291,269,2,75,13,"Female","No","No","African American",148 +"16",20.089,2525,200,3,57,15,"Female","No","Yes","African American",0 +"17",53.598,3714,286,3,73,17,"Female","No","Yes","African American",0 +"18",36.496,4378,339,3,69,15,"Female","No","Yes","Asian",368 +"19",49.57,6384,448,1,28,9,"Female","No","Yes","Asian",891 +"20",42.079,6626,479,2,44,9," Male","No","No","Asian",1048 +"21",17.7,2860,235,4,63,16,"Female","No","No","Asian",89 +"22",37.348,6378,458,1,72,17,"Female","No","No","Caucasian",968 +"23",20.103,2631,213,3,61,10," Male","No","Yes","African American",0 +"24",64.027,5179,398,5,48,8," Male","No","Yes","African American",411 +"25",10.742,1757,156,3,57,15,"Female","No","No","Caucasian",0 +"26",14.09,4323,326,5,25,16,"Female","No","Yes","African American",671 +"27",42.471,3625,289,6,44,12,"Female","Yes","No","Caucasian",654 +"28",32.793,4534,333,2,44,16," Male","No","No","African American",467 +"29",186.634,13414,949,2,41,14,"Female","No","Yes","African American",1809 +"30",26.813,5611,411,4,55,16,"Female","No","No","Caucasian",915 +"31",34.142,5666,413,4,47,5,"Female","No","Yes","Caucasian",863 +"32",28.941,2733,210,5,43,16," Male","No","Yes","Asian",0 +"33",134.181,7838,563,2,48,13,"Female","No","No","Caucasian",526 +"34",31.367,1829,162,4,30,10," Male","No","Yes","Caucasian",0 +"35",20.15,2646,199,2,25,14,"Female","No","Yes","Asian",0 +"36",23.35,2558,220,3,49,12,"Female","Yes","No","Caucasian",419 +"37",62.413,6457,455,2,71,11,"Female","No","Yes","Caucasian",762 +"38",30.007,6481,462,2,69,9,"Female","No","Yes","Caucasian",1093 +"39",11.795,3899,300,4,25,10,"Female","No","No","Caucasian",531 +"40",13.647,3461,264,4,47,14," Male","No","Yes","Caucasian",344 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+"308",75.406,3874,298,3,41,14,"Female","No","Yes","Asian",0 +"309",14.956,4640,332,2,33,6," Male","No","No","Asian",681 +"310",75.257,7010,494,3,34,18,"Female","No","Yes","Caucasian",885 +"311",33.694,4891,369,1,52,16," Male","Yes","No","African American",1036 +"312",23.375,5429,396,3,57,15,"Female","No","Yes","Caucasian",844 +"313",27.825,5227,386,6,63,11," Male","No","Yes","Caucasian",823 +"314",92.386,7685,534,2,75,18,"Female","No","Yes","Asian",843 +"315",115.52,9272,656,2,69,14," Male","No","No","African American",1140 +"316",14.479,3907,296,3,43,16," Male","No","Yes","Caucasian",463 +"317",52.179,7306,522,2,57,14," Male","No","No","Asian",1142 +"318",68.462,4712,340,2,71,16," Male","No","Yes","Caucasian",136 +"319",18.951,1485,129,3,82,13,"Female","No","No","Caucasian",0 +"320",27.59,2586,229,5,54,16," Male","No","Yes","African American",0 +"321",16.279,1160,126,3,78,13," Male","Yes","Yes","African American",5 +"322",25.078,3096,236,2,27,15,"Female","No","Yes","Caucasian",81 +"323",27.229,3484,282,6,51,11," Male","No","No","Caucasian",265 +"324",182.728,13913,982,4,98,17," Male","No","Yes","Caucasian",1999 +"325",31.029,2863,223,2,66,17," Male","Yes","Yes","Asian",415 +"326",17.765,5072,364,1,66,12,"Female","No","Yes","Caucasian",732 +"327",125.48,10230,721,3,82,16," Male","No","Yes","Caucasian",1361 +"328",49.166,6662,508,3,68,14,"Female","No","No","Asian",984 +"329",41.192,3673,297,3,54,16,"Female","No","Yes","Caucasian",121 +"330",94.193,7576,527,2,44,16,"Female","No","Yes","Caucasian",846 +"331",20.405,4543,329,2,72,17," Male","Yes","No","Asian",1054 +"332",12.581,3976,291,2,48,16," Male","No","Yes","Caucasian",474 +"333",62.328,5228,377,3,83,15," Male","No","No","Caucasian",380 +"334",21.011,3402,261,2,68,17," Male","No","Yes","African American",182 +"335",24.23,4756,351,2,64,15,"Female","No","Yes","Caucasian",594 +"336",24.314,3409,270,2,23,7,"Female","No","Yes","Caucasian",194 +"337",32.856,5884,438,4,68,13," Male","No","No","Caucasian",926 +"338",12.414,855,119,3,32,12," Male","No","Yes","African American",0 +"339",41.365,5303,377,1,45,14," Male","No","No","Caucasian",606 +"340",149.316,10278,707,1,80,16," Male","No","No","African American",1107 +"341",27.794,3807,301,4,35,8,"Female","No","Yes","African American",320 +"342",13.234,3922,299,2,77,17,"Female","No","Yes","Caucasian",426 +"343",14.595,2955,260,5,37,9," Male","No","Yes","African American",204 +"344",10.735,3746,280,2,44,17,"Female","No","Yes","Caucasian",410 +"345",48.218,5199,401,7,39,10," Male","No","Yes","Asian",633 +"346",30.012,1511,137,2,33,17," Male","No","Yes","Caucasian",0 +"347",21.551,5380,420,5,51,18," Male","No","Yes","Asian",907 +"348",160.231,10748,754,2,69,17," Male","No","No","Caucasian",1192 +"349",13.433,1134,112,3,70,14," Male","No","Yes","Caucasian",0 +"350",48.577,5145,389,3,71,13,"Female","No","Yes","Asian",503 +"351",30.002,1561,155,4,70,13,"Female","No","Yes","Caucasian",0 +"352",61.62,5140,374,1,71,9," Male","No","Yes","Caucasian",302 +"353",104.483,7140,507,2,41,14," Male","No","Yes","African American",583 +"354",41.868,4716,342,2,47,18," Male","No","No","Caucasian",425 +"355",12.068,3873,292,1,44,18,"Female","No","Yes","Asian",413 +"356",180.682,11966,832,2,58,8,"Female","No","Yes","African American",1405 +"357",34.48,6090,442,3,36,14," Male","No","No","Caucasian",962 +"358",39.609,2539,188,1,40,14," Male","No","Yes","Asian",0 +"359",30.111,4336,339,1,81,18," Male","No","Yes","Caucasian",347 +"360",12.335,4471,344,3,79,12," Male","No","Yes","African American",611 +"361",53.566,5891,434,4,82,10,"Female","No","No","Caucasian",712 +"362",53.217,4943,362,2,46,16,"Female","No","Yes","Asian",382 +"363",26.162,5101,382,3,62,19,"Female","No","No","African American",710 +"364",64.173,6127,433,1,80,10," Male","No","Yes","Caucasian",578 +"365",128.669,9824,685,3,67,16," Male","No","Yes","Asian",1243 +"366",113.772,6442,489,4,69,15," Male","Yes","Yes","Caucasian",790 +"367",61.069,7871,564,3,56,14," Male","No","Yes","Caucasian",1264 +"368",23.793,3615,263,2,70,14," Male","No","No","African American",216 +"369",89,5759,440,3,37,6,"Female","No","No","Caucasian",345 +"370",71.682,8028,599,3,57,16," Male","No","Yes","Caucasian",1208 +"371",35.61,6135,466,4,40,12," Male","No","No","Caucasian",992 +"372",39.116,2150,173,4,75,15," Male","No","No","Caucasian",0 +"373",19.782,3782,293,2,46,16,"Female","Yes","No","Caucasian",840 +"374",55.412,5354,383,2,37,16,"Female","Yes","Yes","Caucasian",1003 +"375",29.4,4840,368,3,76,18,"Female","No","Yes","Caucasian",588 +"376",20.974,5673,413,5,44,16,"Female","No","Yes","Caucasian",1000 +"377",87.625,7167,515,2,46,10,"Female","No","No","African American",767 +"378",28.144,1567,142,3,51,10," Male","No","Yes","Caucasian",0 +"379",19.349,4941,366,1,33,19," Male","No","Yes","Caucasian",717 +"380",53.308,2860,214,1,84,10," Male","No","Yes","Caucasian",0 +"381",115.123,7760,538,3,83,14,"Female","No","No","African American",661 +"382",101.788,8029,574,2,84,11," Male","No","Yes","Caucasian",849 +"383",24.824,5495,409,1,33,9," Male","Yes","No","Caucasian",1352 +"384",14.292,3274,282,9,64,9," Male","No","Yes","Caucasian",382 +"385",20.088,1870,180,3,76,16," Male","No","No","African American",0 +"386",26.4,5640,398,3,58,15,"Female","No","No","Asian",905 +"387",19.253,3683,287,4,57,10," Male","No","No","African American",371 +"388",16.529,1357,126,3,62,9," Male","No","No","Asian",0 +"389",37.878,6827,482,2,80,13,"Female","No","No","Caucasian",1129 +"390",83.948,7100,503,2,44,18," Male","No","No","Caucasian",806 +"391",135.118,10578,747,3,81,15,"Female","No","Yes","Asian",1393 +"392",73.327,6555,472,2,43,15,"Female","No","No","Caucasian",721 +"393",25.974,2308,196,2,24,10," Male","No","No","Asian",0 +"394",17.316,1335,138,2,65,13," Male","No","No","African American",0 +"395",49.794,5758,410,4,40,8," Male","No","No","Caucasian",734 +"396",12.096,4100,307,3,32,13," Male","No","Yes","Caucasian",560 +"397",13.364,3838,296,5,65,17," Male","No","No","African American",480 +"398",57.872,4171,321,5,67,12,"Female","No","Yes","Caucasian",138 +"399",37.728,2525,192,1,44,13," Male","No","Yes","Caucasian",0 +"400",18.701,5524,415,5,64,7,"Female","No","No","Asian",966 diff --git a/Heart.csv b/Heart.csv new file mode 100644 index 0000000..deed37c --- /dev/null +++ b/Heart.csv @@ -0,0 +1,304 @@ +"","Age","Sex","ChestPain","RestBP","Chol","Fbs","RestECG","MaxHR","ExAng","Oldpeak","Slope","Ca","Thal","AHD" +"1",63,1,"typical",145,233,1,2,150,0,2.3,3,0,"fixed","No" +"2",67,1,"asymptomatic",160,286,0,2,108,1,1.5,2,3,"normal","Yes" +"3",67,1,"asymptomatic",120,229,0,2,129,1,2.6,2,2,"reversable","Yes" +"4",37,1,"nonanginal",130,250,0,0,187,0,3.5,3,0,"normal","No" +"5",41,0,"nontypical",130,204,0,2,172,0,1.4,1,0,"normal","No" +"6",56,1,"nontypical",120,236,0,0,178,0,0.8,1,0,"normal","No" +"7",62,0,"asymptomatic",140,268,0,2,160,0,3.6,3,2,"normal","Yes" +"8",57,0,"asymptomatic",120,354,0,0,163,1,0.6,1,0,"normal","No" +"9",63,1,"asymptomatic",130,254,0,2,147,0,1.4,2,1,"reversable","Yes" +"10",53,1,"asymptomatic",140,203,1,2,155,1,3.1,3,0,"reversable","Yes" +"11",57,1,"asymptomatic",140,192,0,0,148,0,0.4,2,0,"fixed","No" +"12",56,0,"nontypical",140,294,0,2,153,0,1.3,2,0,"normal","No" +"13",56,1,"nonanginal",130,256,1,2,142,1,0.6,2,1,"fixed","Yes" +"14",44,1,"nontypical",120,263,0,0,173,0,0,1,0,"reversable","No" +"15",52,1,"nonanginal",172,199,1,0,162,0,0.5,1,0,"reversable","No" +"16",57,1,"nonanginal",150,168,0,0,174,0,1.6,1,0,"normal","No" +"17",48,1,"nontypical",110,229,0,0,168,0,1,3,0,"reversable","Yes" +"18",54,1,"asymptomatic",140,239,0,0,160,0,1.2,1,0,"normal","No" +"19",48,0,"nonanginal",130,275,0,0,139,0,0.2,1,0,"normal","No" +"20",49,1,"nontypical",130,266,0,0,171,0,0.6,1,0,"normal","No" +"21",64,1,"typical",110,211,0,2,144,1,1.8,2,0,"normal","No" +"22",58,0,"typical",150,283,1,2,162,0,1,1,0,"normal","No" +"23",58,1,"nontypical",120,284,0,2,160,0,1.8,2,0,"normal","Yes" +"24",58,1,"nonanginal",132,224,0,2,173,0,3.2,1,2,"reversable","Yes" +"25",60,1,"asymptomatic",130,206,0,2,132,1,2.4,2,2,"reversable","Yes" +"26",50,0,"nonanginal",120,219,0,0,158,0,1.6,2,0,"normal","No" +"27",58,0,"nonanginal",120,340,0,0,172,0,0,1,0,"normal","No" +"28",66,0,"typical",150,226,0,0,114,0,2.6,3,0,"normal","No" +"29",43,1,"asymptomatic",150,247,0,0,171,0,1.5,1,0,"normal","No" +"30",40,1,"asymptomatic",110,167,0,2,114,1,2,2,0,"reversable","Yes" +"31",69,0,"typical",140,239,0,0,151,0,1.8,1,2,"normal","No" +"32",60,1,"asymptomatic",117,230,1,0,160,1,1.4,1,2,"reversable","Yes" +"33",64,1,"nonanginal",140,335,0,0,158,0,0,1,0,"normal","Yes" +"34",59,1,"asymptomatic",135,234,0,0,161,0,0.5,2,0,"reversable","No" +"35",44,1,"nonanginal",130,233,0,0,179,1,0.4,1,0,"normal","No" +"36",42,1,"asymptomatic",140,226,0,0,178,0,0,1,0,"normal","No" +"37",43,1,"asymptomatic",120,177,0,2,120,1,2.5,2,0,"reversable","Yes" +"38",57,1,"asymptomatic",150,276,0,2,112,1,0.6,2,1,"fixed","Yes" +"39",55,1,"asymptomatic",132,353,0,0,132,1,1.2,2,1,"reversable","Yes" +"40",61,1,"nonanginal",150,243,1,0,137,1,1,2,0,"normal","No" +"41",65,0,"asymptomatic",150,225,0,2,114,0,1,2,3,"reversable","Yes" +"42",40,1,"typical",140,199,0,0,178,1,1.4,1,0,"reversable","No" +"43",71,0,"nontypical",160,302,0,0,162,0,0.4,1,2,"normal","No" +"44",59,1,"nonanginal",150,212,1,0,157,0,1.6,1,0,"normal","No" +"45",61,0,"asymptomatic",130,330,0,2,169,0,0,1,0,"normal","Yes" +"46",58,1,"nonanginal",112,230,0,2,165,0,2.5,2,1,"reversable","Yes" +"47",51,1,"nonanginal",110,175,0,0,123,0,0.6,1,0,"normal","No" +"48",50,1,"asymptomatic",150,243,0,2,128,0,2.6,2,0,"reversable","Yes" +"49",65,0,"nonanginal",140,417,1,2,157,0,0.8,1,1,"normal","No" +"50",53,1,"nonanginal",130,197,1,2,152,0,1.2,3,0,"normal","No" +"51",41,0,"nontypical",105,198,0,0,168,0,0,1,1,"normal","No" +"52",65,1,"asymptomatic",120,177,0,0,140,0,0.4,1,0,"reversable","No" +"53",44,1,"asymptomatic",112,290,0,2,153,0,0,1,1,"normal","Yes" +"54",44,1,"nontypical",130,219,0,2,188,0,0,1,0,"normal","No" +"55",60,1,"asymptomatic",130,253,0,0,144,1,1.4,1,1,"reversable","Yes" +"56",54,1,"asymptomatic",124,266,0,2,109,1,2.2,2,1,"reversable","Yes" +"57",50,1,"nonanginal",140,233,0,0,163,0,0.6,2,1,"reversable","Yes" +"58",41,1,"asymptomatic",110,172,0,2,158,0,0,1,0,"reversable","Yes" +"59",54,1,"nonanginal",125,273,0,2,152,0,0.5,3,1,"normal","No" +"60",51,1,"typical",125,213,0,2,125,1,1.4,1,1,"normal","No" +"61",51,0,"asymptomatic",130,305,0,0,142,1,1.2,2,0,"reversable","Yes" +"62",46,0,"nonanginal",142,177,0,2,160,1,1.4,3,0,"normal","No" +"63",58,1,"asymptomatic",128,216,0,2,131,1,2.2,2,3,"reversable","Yes" +"64",54,0,"nonanginal",135,304,1,0,170,0,0,1,0,"normal","No" +"65",54,1,"asymptomatic",120,188,0,0,113,0,1.4,2,1,"reversable","Yes" +"66",60,1,"asymptomatic",145,282,0,2,142,1,2.8,2,2,"reversable","Yes" +"67",60,1,"nonanginal",140,185,0,2,155,0,3,2,0,"normal","Yes" +"68",54,1,"nonanginal",150,232,0,2,165,0,1.6,1,0,"reversable","No" +"69",59,1,"asymptomatic",170,326,0,2,140,1,3.4,3,0,"reversable","Yes" +"70",46,1,"nonanginal",150,231,0,0,147,0,3.6,2,0,"normal","Yes" +"71",65,0,"nonanginal",155,269,0,0,148,0,0.8,1,0,"normal","No" +"72",67,1,"asymptomatic",125,254,1,0,163,0,0.2,2,2,"reversable","Yes" +"73",62,1,"asymptomatic",120,267,0,0,99,1,1.8,2,2,"reversable","Yes" +"74",65,1,"asymptomatic",110,248,0,2,158,0,0.6,1,2,"fixed","Yes" +"75",44,1,"asymptomatic",110,197,0,2,177,0,0,1,1,"normal","Yes" +"76",65,0,"nonanginal",160,360,0,2,151,0,0.8,1,0,"normal","No" +"77",60,1,"asymptomatic",125,258,0,2,141,1,2.8,2,1,"reversable","Yes" +"78",51,0,"nonanginal",140,308,0,2,142,0,1.5,1,1,"normal","No" +"79",48,1,"nontypical",130,245,0,2,180,0,0.2,2,0,"normal","No" +"80",58,1,"asymptomatic",150,270,0,2,111,1,0.8,1,0,"reversable","Yes" +"81",45,1,"asymptomatic",104,208,0,2,148,1,3,2,0,"normal","No" +"82",53,0,"asymptomatic",130,264,0,2,143,0,0.4,2,0,"normal","No" +"83",39,1,"nonanginal",140,321,0,2,182,0,0,1,0,"normal","No" +"84",68,1,"nonanginal",180,274,1,2,150,1,1.6,2,0,"reversable","Yes" +"85",52,1,"nontypical",120,325,0,0,172,0,0.2,1,0,"normal","No" +"86",44,1,"nonanginal",140,235,0,2,180,0,0,1,0,"normal","No" +"87",47,1,"nonanginal",138,257,0,2,156,0,0,1,0,"normal","No" +"88",53,0,"nonanginal",128,216,0,2,115,0,0,1,0,NA,"No" +"89",53,0,"asymptomatic",138,234,0,2,160,0,0,1,0,"normal","No" +"90",51,0,"nonanginal",130,256,0,2,149,0,0.5,1,0,"normal","No" +"91",66,1,"asymptomatic",120,302,0,2,151,0,0.4,2,0,"normal","No" +"92",62,0,"asymptomatic",160,164,0,2,145,0,6.2,3,3,"reversable","Yes" +"93",62,1,"nonanginal",130,231,0,0,146,0,1.8,2,3,"reversable","No" +"94",44,0,"nonanginal",108,141,0,0,175,0,0.6,2,0,"normal","No" +"95",63,0,"nonanginal",135,252,0,2,172,0,0,1,0,"normal","No" +"96",52,1,"asymptomatic",128,255,0,0,161,1,0,1,1,"reversable","Yes" +"97",59,1,"asymptomatic",110,239,0,2,142,1,1.2,2,1,"reversable","Yes" +"98",60,0,"asymptomatic",150,258,0,2,157,0,2.6,2,2,"reversable","Yes" +"99",52,1,"nontypical",134,201,0,0,158,0,0.8,1,1,"normal","No" +"100",48,1,"asymptomatic",122,222,0,2,186,0,0,1,0,"normal","No" +"101",45,1,"asymptomatic",115,260,0,2,185,0,0,1,0,"normal","No" +"102",34,1,"typical",118,182,0,2,174,0,0,1,0,"normal","No" +"103",57,0,"asymptomatic",128,303,0,2,159,0,0,1,1,"normal","No" +"104",71,0,"nonanginal",110,265,1,2,130,0,0,1,1,"normal","No" +"105",49,1,"nonanginal",120,188,0,0,139,0,2,2,3,"reversable","Yes" +"106",54,1,"nontypical",108,309,0,0,156,0,0,1,0,"reversable","No" +"107",59,1,"asymptomatic",140,177,0,0,162,1,0,1,1,"reversable","Yes" +"108",57,1,"nonanginal",128,229,0,2,150,0,0.4,2,1,"reversable","Yes" +"109",61,1,"asymptomatic",120,260,0,0,140,1,3.6,2,1,"reversable","Yes" +"110",39,1,"asymptomatic",118,219,0,0,140,0,1.2,2,0,"reversable","Yes" +"111",61,0,"asymptomatic",145,307,0,2,146,1,1,2,0,"reversable","Yes" +"112",56,1,"asymptomatic",125,249,1,2,144,1,1.2,2,1,"normal","Yes" +"113",52,1,"typical",118,186,0,2,190,0,0,2,0,"fixed","No" +"114",43,0,"asymptomatic",132,341,1,2,136,1,3,2,0,"reversable","Yes" +"115",62,0,"nonanginal",130,263,0,0,97,0,1.2,2,1,"reversable","Yes" +"116",41,1,"nontypical",135,203,0,0,132,0,0,2,0,"fixed","No" +"117",58,1,"nonanginal",140,211,1,2,165,0,0,1,0,"normal","No" +"118",35,0,"asymptomatic",138,183,0,0,182,0,1.4,1,0,"normal","No" +"119",63,1,"asymptomatic",130,330,1,2,132,1,1.8,1,3,"reversable","Yes" +"120",65,1,"asymptomatic",135,254,0,2,127,0,2.8,2,1,"reversable","Yes" +"121",48,1,"asymptomatic",130,256,1,2,150,1,0,1,2,"reversable","Yes" +"122",63,0,"asymptomatic",150,407,0,2,154,0,4,2,3,"reversable","Yes" +"123",51,1,"nonanginal",100,222,0,0,143,1,1.2,2,0,"normal","No" +"124",55,1,"asymptomatic",140,217,0,0,111,1,5.6,3,0,"reversable","Yes" +"125",65,1,"typical",138,282,1,2,174,0,1.4,2,1,"normal","Yes" +"126",45,0,"nontypical",130,234,0,2,175,0,0.6,2,0,"normal","No" +"127",56,0,"asymptomatic",200,288,1,2,133,1,4,3,2,"reversable","Yes" +"128",54,1,"asymptomatic",110,239,0,0,126,1,2.8,2,1,"reversable","Yes" +"129",44,1,"nontypical",120,220,0,0,170,0,0,1,0,"normal","No" +"130",62,0,"asymptomatic",124,209,0,0,163,0,0,1,0,"normal","No" +"131",54,1,"nonanginal",120,258,0,2,147,0,0.4,2,0,"reversable","No" +"132",51,1,"nonanginal",94,227,0,0,154,1,0,1,1,"reversable","No" +"133",29,1,"nontypical",130,204,0,2,202,0,0,1,0,"normal","No" +"134",51,1,"asymptomatic",140,261,0,2,186,1,0,1,0,"normal","No" +"135",43,0,"nonanginal",122,213,0,0,165,0,0.2,2,0,"normal","No" +"136",55,0,"nontypical",135,250,0,2,161,0,1.4,2,0,"normal","No" +"137",70,1,"asymptomatic",145,174,0,0,125,1,2.6,3,0,"reversable","Yes" +"138",62,1,"nontypical",120,281,0,2,103,0,1.4,2,1,"reversable","Yes" +"139",35,1,"asymptomatic",120,198,0,0,130,1,1.6,2,0,"reversable","Yes" +"140",51,1,"nonanginal",125,245,1,2,166,0,2.4,2,0,"normal","No" +"141",59,1,"nontypical",140,221,0,0,164,1,0,1,0,"normal","No" +"142",59,1,"typical",170,288,0,2,159,0,0.2,2,0,"reversable","Yes" +"143",52,1,"nontypical",128,205,1,0,184,0,0,1,0,"normal","No" +"144",64,1,"nonanginal",125,309,0,0,131,1,1.8,2,0,"reversable","Yes" +"145",58,1,"nonanginal",105,240,0,2,154,1,0.6,2,0,"reversable","No" +"146",47,1,"nonanginal",108,243,0,0,152,0,0,1,0,"normal","Yes" +"147",57,1,"asymptomatic",165,289,1,2,124,0,1,2,3,"reversable","Yes" +"148",41,1,"nonanginal",112,250,0,0,179,0,0,1,0,"normal","No" +"149",45,1,"nontypical",128,308,0,2,170,0,0,1,0,"normal","No" +"150",60,0,"nonanginal",102,318,0,0,160,0,0,1,1,"normal","No" +"151",52,1,"typical",152,298,1,0,178,0,1.2,2,0,"reversable","No" +"152",42,0,"asymptomatic",102,265,0,2,122,0,0.6,2,0,"normal","No" +"153",67,0,"nonanginal",115,564,0,2,160,0,1.6,2,0,"reversable","No" +"154",55,1,"asymptomatic",160,289,0,2,145,1,0.8,2,1,"reversable","Yes" +"155",64,1,"asymptomatic",120,246,0,2,96,1,2.2,3,1,"normal","Yes" +"156",70,1,"asymptomatic",130,322,0,2,109,0,2.4,2,3,"normal","Yes" +"157",51,1,"asymptomatic",140,299,0,0,173,1,1.6,1,0,"reversable","Yes" +"158",58,1,"asymptomatic",125,300,0,2,171,0,0,1,2,"reversable","Yes" +"159",60,1,"asymptomatic",140,293,0,2,170,0,1.2,2,2,"reversable","Yes" +"160",68,1,"nonanginal",118,277,0,0,151,0,1,1,1,"reversable","No" +"161",46,1,"nontypical",101,197,1,0,156,0,0,1,0,"reversable","No" +"162",77,1,"asymptomatic",125,304,0,2,162,1,0,1,3,"normal","Yes" +"163",54,0,"nonanginal",110,214,0,0,158,0,1.6,2,0,"normal","No" +"164",58,0,"asymptomatic",100,248,0,2,122,0,1,2,0,"normal","No" +"165",48,1,"nonanginal",124,255,1,0,175,0,0,1,2,"normal","No" +"166",57,1,"asymptomatic",132,207,0,0,168,1,0,1,0,"reversable","No" +"167",52,1,"nonanginal",138,223,0,0,169,0,0,1,NA,"normal","No" +"168",54,0,"nontypical",132,288,1,2,159,1,0,1,1,"normal","No" +"169",35,1,"asymptomatic",126,282,0,2,156,1,0,1,0,"reversable","Yes" +"170",45,0,"nontypical",112,160,0,0,138,0,0,2,0,"normal","No" +"171",70,1,"nonanginal",160,269,0,0,112,1,2.9,2,1,"reversable","Yes" +"172",53,1,"asymptomatic",142,226,0,2,111,1,0,1,0,"reversable","No" +"173",59,0,"asymptomatic",174,249,0,0,143,1,0,2,0,"normal","Yes" +"174",62,0,"asymptomatic",140,394,0,2,157,0,1.2,2,0,"normal","No" +"175",64,1,"asymptomatic",145,212,0,2,132,0,2,2,2,"fixed","Yes" +"176",57,1,"asymptomatic",152,274,0,0,88,1,1.2,2,1,"reversable","Yes" +"177",52,1,"asymptomatic",108,233,1,0,147,0,0.1,1,3,"reversable","No" +"178",56,1,"asymptomatic",132,184,0,2,105,1,2.1,2,1,"fixed","Yes" +"179",43,1,"nonanginal",130,315,0,0,162,0,1.9,1,1,"normal","No" +"180",53,1,"nonanginal",130,246,1,2,173,0,0,1,3,"normal","No" +"181",48,1,"asymptomatic",124,274,0,2,166,0,0.5,2,0,"reversable","Yes" +"182",56,0,"asymptomatic",134,409,0,2,150,1,1.9,2,2,"reversable","Yes" +"183",42,1,"typical",148,244,0,2,178,0,0.8,1,2,"normal","No" +"184",59,1,"typical",178,270,0,2,145,0,4.2,3,0,"reversable","No" +"185",60,0,"asymptomatic",158,305,0,2,161,0,0,1,0,"normal","Yes" +"186",63,0,"nontypical",140,195,0,0,179,0,0,1,2,"normal","No" +"187",42,1,"nonanginal",120,240,1,0,194,0,0.8,3,0,"reversable","No" +"188",66,1,"nontypical",160,246,0,0,120,1,0,2,3,"fixed","Yes" +"189",54,1,"nontypical",192,283,0,2,195,0,0,1,1,"reversable","Yes" +"190",69,1,"nonanginal",140,254,0,2,146,0,2,2,3,"reversable","Yes" +"191",50,1,"nonanginal",129,196,0,0,163,0,0,1,0,"normal","No" +"192",51,1,"asymptomatic",140,298,0,0,122,1,4.2,2,3,"reversable","Yes" +"193",43,1,"asymptomatic",132,247,1,2,143,1,0.1,2,NA,"reversable","Yes" +"194",62,0,"asymptomatic",138,294,1,0,106,0,1.9,2,3,"normal","Yes" +"195",68,0,"nonanginal",120,211,0,2,115,0,1.5,2,0,"normal","No" +"196",67,1,"asymptomatic",100,299,0,2,125,1,0.9,2,2,"normal","Yes" +"197",69,1,"typical",160,234,1,2,131,0,0.1,2,1,"normal","No" +"198",45,0,"asymptomatic",138,236,0,2,152,1,0.2,2,0,"normal","No" +"199",50,0,"nontypical",120,244,0,0,162,0,1.1,1,0,"normal","No" +"200",59,1,"typical",160,273,0,2,125,0,0,1,0,"normal","Yes" +"201",50,0,"asymptomatic",110,254,0,2,159,0,0,1,0,"normal","No" +"202",64,0,"asymptomatic",180,325,0,0,154,1,0,1,0,"normal","No" +"203",57,1,"nonanginal",150,126,1,0,173,0,0.2,1,1,"reversable","No" +"204",64,0,"nonanginal",140,313,0,0,133,0,0.2,1,0,"reversable","No" +"205",43,1,"asymptomatic",110,211,0,0,161,0,0,1,0,"reversable","No" +"206",45,1,"asymptomatic",142,309,0,2,147,1,0,2,3,"reversable","Yes" +"207",58,1,"asymptomatic",128,259,0,2,130,1,3,2,2,"reversable","Yes" +"208",50,1,"asymptomatic",144,200,0,2,126,1,0.9,2,0,"reversable","Yes" +"209",55,1,"nontypical",130,262,0,0,155,0,0,1,0,"normal","No" +"210",62,0,"asymptomatic",150,244,0,0,154,1,1.4,2,0,"normal","Yes" +"211",37,0,"nonanginal",120,215,0,0,170,0,0,1,0,"normal","No" +"212",38,1,"typical",120,231,0,0,182,1,3.8,2,0,"reversable","Yes" +"213",41,1,"nonanginal",130,214,0,2,168,0,2,2,0,"normal","No" +"214",66,0,"asymptomatic",178,228,1,0,165,1,1,2,2,"reversable","Yes" +"215",52,1,"asymptomatic",112,230,0,0,160,0,0,1,1,"normal","Yes" +"216",56,1,"typical",120,193,0,2,162,0,1.9,2,0,"reversable","No" +"217",46,0,"nontypical",105,204,0,0,172,0,0,1,0,"normal","No" +"218",46,0,"asymptomatic",138,243,0,2,152,1,0,2,0,"normal","No" +"219",64,0,"asymptomatic",130,303,0,0,122,0,2,2,2,"normal","No" +"220",59,1,"asymptomatic",138,271,0,2,182,0,0,1,0,"normal","No" +"221",41,0,"nonanginal",112,268,0,2,172,1,0,1,0,"normal","No" +"222",54,0,"nonanginal",108,267,0,2,167,0,0,1,0,"normal","No" +"223",39,0,"nonanginal",94,199,0,0,179,0,0,1,0,"normal","No" +"224",53,1,"asymptomatic",123,282,0,0,95,1,2,2,2,"reversable","Yes" +"225",63,0,"asymptomatic",108,269,0,0,169,1,1.8,2,2,"normal","Yes" +"226",34,0,"nontypical",118,210,0,0,192,0,0.7,1,0,"normal","No" +"227",47,1,"asymptomatic",112,204,0,0,143,0,0.1,1,0,"normal","No" +"228",67,0,"nonanginal",152,277,0,0,172,0,0,1,1,"normal","No" +"229",54,1,"asymptomatic",110,206,0,2,108,1,0,2,1,"normal","Yes" +"230",66,1,"asymptomatic",112,212,0,2,132,1,0.1,1,1,"normal","Yes" +"231",52,0,"nonanginal",136,196,0,2,169,0,0.1,2,0,"normal","No" +"232",55,0,"asymptomatic",180,327,0,1,117,1,3.4,2,0,"normal","Yes" +"233",49,1,"nonanginal",118,149,0,2,126,0,0.8,1,3,"normal","Yes" +"234",74,0,"nontypical",120,269,0,2,121,1,0.2,1,1,"normal","No" +"235",54,0,"nonanginal",160,201,0,0,163,0,0,1,1,"normal","No" +"236",54,1,"asymptomatic",122,286,0,2,116,1,3.2,2,2,"normal","Yes" +"237",56,1,"asymptomatic",130,283,1,2,103,1,1.6,3,0,"reversable","Yes" +"238",46,1,"asymptomatic",120,249,0,2,144,0,0.8,1,0,"reversable","Yes" +"239",49,0,"nontypical",134,271,0,0,162,0,0,2,0,"normal","No" +"240",42,1,"nontypical",120,295,0,0,162,0,0,1,0,"normal","No" +"241",41,1,"nontypical",110,235,0,0,153,0,0,1,0,"normal","No" +"242",41,0,"nontypical",126,306,0,0,163,0,0,1,0,"normal","No" +"243",49,0,"asymptomatic",130,269,0,0,163,0,0,1,0,"normal","No" +"244",61,1,"typical",134,234,0,0,145,0,2.6,2,2,"normal","Yes" +"245",60,0,"nonanginal",120,178,1,0,96,0,0,1,0,"normal","No" +"246",67,1,"asymptomatic",120,237,0,0,71,0,1,2,0,"normal","Yes" +"247",58,1,"asymptomatic",100,234,0,0,156,0,0.1,1,1,"reversable","Yes" +"248",47,1,"asymptomatic",110,275,0,2,118,1,1,2,1,"normal","Yes" +"249",52,1,"asymptomatic",125,212,0,0,168,0,1,1,2,"reversable","Yes" +"250",62,1,"nontypical",128,208,1,2,140,0,0,1,0,"normal","No" +"251",57,1,"asymptomatic",110,201,0,0,126,1,1.5,2,0,"fixed","No" +"252",58,1,"asymptomatic",146,218,0,0,105,0,2,2,1,"reversable","Yes" +"253",64,1,"asymptomatic",128,263,0,0,105,1,0.2,2,1,"reversable","No" +"254",51,0,"nonanginal",120,295,0,2,157,0,0.6,1,0,"normal","No" +"255",43,1,"asymptomatic",115,303,0,0,181,0,1.2,2,0,"normal","No" +"256",42,0,"nonanginal",120,209,0,0,173,0,0,2,0,"normal","No" +"257",67,0,"asymptomatic",106,223,0,0,142,0,0.3,1,2,"normal","No" +"258",76,0,"nonanginal",140,197,0,1,116,0,1.1,2,0,"normal","No" +"259",70,1,"nontypical",156,245,0,2,143,0,0,1,0,"normal","No" +"260",57,1,"nontypical",124,261,0,0,141,0,0.3,1,0,"reversable","Yes" +"261",44,0,"nonanginal",118,242,0,0,149,0,0.3,2,1,"normal","No" +"262",58,0,"nontypical",136,319,1,2,152,0,0,1,2,"normal","Yes" +"263",60,0,"typical",150,240,0,0,171,0,0.9,1,0,"normal","No" +"264",44,1,"nonanginal",120,226,0,0,169,0,0,1,0,"normal","No" +"265",61,1,"asymptomatic",138,166,0,2,125,1,3.6,2,1,"normal","Yes" +"266",42,1,"asymptomatic",136,315,0,0,125,1,1.8,2,0,"fixed","Yes" +"267",52,1,"asymptomatic",128,204,1,0,156,1,1,2,0,NA,"Yes" +"268",59,1,"nonanginal",126,218,1,0,134,0,2.2,2,1,"fixed","Yes" +"269",40,1,"asymptomatic",152,223,0,0,181,0,0,1,0,"reversable","Yes" +"270",42,1,"nonanginal",130,180,0,0,150,0,0,1,0,"normal","No" +"271",61,1,"asymptomatic",140,207,0,2,138,1,1.9,1,1,"reversable","Yes" +"272",66,1,"asymptomatic",160,228,0,2,138,0,2.3,1,0,"fixed","No" +"273",46,1,"asymptomatic",140,311,0,0,120,1,1.8,2,2,"reversable","Yes" +"274",71,0,"asymptomatic",112,149,0,0,125,0,1.6,2,0,"normal","No" +"275",59,1,"typical",134,204,0,0,162,0,0.8,1,2,"normal","Yes" +"276",64,1,"typical",170,227,0,2,155,0,0.6,2,0,"reversable","No" +"277",66,0,"nonanginal",146,278,0,2,152,0,0,2,1,"normal","No" +"278",39,0,"nonanginal",138,220,0,0,152,0,0,2,0,"normal","No" +"279",57,1,"nontypical",154,232,0,2,164,0,0,1,1,"normal","Yes" +"280",58,0,"asymptomatic",130,197,0,0,131,0,0.6,2,0,"normal","No" +"281",57,1,"asymptomatic",110,335,0,0,143,1,3,2,1,"reversable","Yes" +"282",47,1,"nonanginal",130,253,0,0,179,0,0,1,0,"normal","No" +"283",55,0,"asymptomatic",128,205,0,1,130,1,2,2,1,"reversable","Yes" +"284",35,1,"nontypical",122,192,0,0,174,0,0,1,0,"normal","No" +"285",61,1,"asymptomatic",148,203,0,0,161,0,0,1,1,"reversable","Yes" +"286",58,1,"asymptomatic",114,318,0,1,140,0,4.4,3,3,"fixed","Yes" +"287",58,0,"asymptomatic",170,225,1,2,146,1,2.8,2,2,"fixed","Yes" +"288",58,1,"nontypical",125,220,0,0,144,0,0.4,2,NA,"reversable","No" +"289",56,1,"nontypical",130,221,0,2,163,0,0,1,0,"reversable","No" +"290",56,1,"nontypical",120,240,0,0,169,0,0,3,0,"normal","No" +"291",67,1,"nonanginal",152,212,0,2,150,0,0.8,2,0,"reversable","Yes" +"292",55,0,"nontypical",132,342,0,0,166,0,1.2,1,0,"normal","No" +"293",44,1,"asymptomatic",120,169,0,0,144,1,2.8,3,0,"fixed","Yes" +"294",63,1,"asymptomatic",140,187,0,2,144,1,4,1,2,"reversable","Yes" +"295",63,0,"asymptomatic",124,197,0,0,136,1,0,2,0,"normal","Yes" +"296",41,1,"nontypical",120,157,0,0,182,0,0,1,0,"normal","No" +"297",59,1,"asymptomatic",164,176,1,2,90,0,1,2,2,"fixed","Yes" +"298",57,0,"asymptomatic",140,241,0,0,123,1,0.2,2,0,"reversable","Yes" +"299",45,1,"typical",110,264,0,0,132,0,1.2,2,0,"reversable","Yes" +"300",68,1,"asymptomatic",144,193,1,0,141,0,3.4,2,2,"reversable","Yes" +"301",57,1,"asymptomatic",130,131,0,0,115,1,1.2,2,1,"reversable","Yes" +"302",57,0,"nontypical",130,236,0,2,174,0,0,2,1,"normal","Yes" +"303",38,1,"nonanginal",138,175,0,0,173,0,0,1,NA,"normal","No" diff --git a/Income1.csv b/Income1.csv new file mode 100644 index 0000000..10108b3 --- /dev/null +++ b/Income1.csv @@ -0,0 +1,31 @@ +"","Education","Income" +"1",10,26.6588387834389 +"2",10.4013377926421,27.3064353457772 +"3",10.8428093645485,22.1324101716143 +"4",11.2441471571906,21.1698405046065 +"5",11.6454849498328,15.1926335164307 +"6",12.0869565217391,26.3989510407284 +"7",12.4882943143813,17.435306578572 +"8",12.8896321070234,25.5078852305278 +"9",13.2909698996656,36.884594694235 +"10",13.7324414715719,39.666108747637 +"11",14.133779264214,34.3962805641312 +"12",14.5351170568562,41.4979935356871 +"13",14.9765886287625,44.9815748660704 +"14",15.3779264214047,47.039595257834 +"15",15.7792642140468,48.2525782901863 +"16",16.2207357859532,57.0342513373801 +"17",16.6220735785953,51.4909192102538 +"18",17.0234113712375,61.3366205527288 +"19",17.4648829431438,57.581988179306 +"20",17.866220735786,68.5537140185881 +"21",18.2675585284281,64.310925303692 +"22",18.7090301003344,68.9590086393083 +"23",19.1103678929766,74.6146392793647 +"24",19.5117056856187,71.8671953042483 +"25",19.9130434782609,76.098135379724 +"26",20.3545150501672,75.77521802986 +"27",20.7558528428094,72.4860553152424 +"28",21.1571906354515,77.3550205741877 +"29",21.5986622073579,72.1187904524136 +"30",22,80.2605705009016 diff --git a/Income2.csv b/Income2.csv new file mode 100644 index 0000000..235dea3 --- /dev/null +++ b/Income2.csv @@ -0,0 +1,31 @@ +"","Education","Seniority","Income" +"1",21.5862068965517,113.103448275862,99.9171726114381 +"2",18.2758620689655,119.310344827586,92.579134855529 +"3",12.0689655172414,100.689655172414,34.6787271520874 +"4",17.0344827586207,187.586206896552,78.7028062353695 +"5",19.9310344827586,20,68.0099216471551 +"6",18.2758620689655,26.2068965517241,71.5044853814318 +"7",19.9310344827586,150.344827586207,87.9704669939115 +"8",21.1724137931034,82.0689655172414,79.8110298331255 +"9",20.3448275862069,88.2758620689655,90.00632710858 +"10",10,113.103448275862,45.6555294997364 +"11",13.7241379310345,51.0344827586207,31.9138079371295 +"12",18.6896551724138,144.137931034483,96.2829968022869 +"13",11.6551724137931,20,27.9825049000603 +"14",16.6206896551724,94.4827586206897,66.601792415137 +"15",10,187.586206896552,41.5319924201478 +"16",20.3448275862069,94.4827586206897,89.00070081522 +"17",14.1379310344828,20,28.8163007592387 +"18",16.6206896551724,44.8275862068966,57.6816942573605 +"19",16.6206896551724,175.172413793103,70.1050960424457 +"20",20.3448275862069,187.586206896552,98.8340115435447 +"21",18.2758620689655,100.689655172414,74.7046991976891 +"22",14.551724137931,137.931034482759,53.5321056283034 +"23",17.448275862069,94.4827586206897,72.0789236655191 +"24",10.4137931034483,32.4137931034483,18.5706650327685 +"25",21.5862068965517,20,78.8057842852386 +"26",11.2413793103448,44.8275862068966,21.388561306174 +"27",19.9310344827586,168.965517241379,90.8140351180409 +"28",11.6551724137931,57.2413793103448,22.6361626208955 +"29",12.0689655172414,32.4137931034483,17.613593041445 +"30",17.0344827586207,106.896551724138,74.6109601985289 diff --git a/intro-to-python.ipynb b/intro-to-python.ipynb new file mode 100644 index 0000000..f64266f --- /dev/null +++ b/intro-to-python.ipynb @@ -0,0 +1,1988 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Statistical learning 001: Introduction to Python\n", + "By: Joeri van Wijngaarden\n", + "\n", + "Date: 21.06.2018" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "#Import modules to use\n", + "\n", + "import os, sys\n", + "import csv\n", + "import matplotlib\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Annotate your code!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources\n", + "\n", + "Tutorial 1 (recommended): www.codeacademy.com/learn/learn-python \n", + "\n", + "Tutorial 2: www.pythonprogramming.net/introduction-to-python-programming\n", + "\n", + "Tutorial 3 (very extensive): www.edx.org/course/python-data-science-uc-san-diegox-dse200x\n", + "\n", + "Python syntax: www.w3schools.com/python/default.asp\n", + "\n", + "SciPy syntax: https://docs.scipy.org/doc/numpy-1.14.0/index.html\n", + "\n", + "Pandas syntax: https://pandas.pydata.org\n", + "\n", + "Matlab to Python cheatsheet: http://mathesaurus.sourceforge.net/matlab-numpy.html\n", + "\n", + "Book's datasets: http://www-bcf.usc.edu/~gareth/ISL/data.html" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Python Syntax" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bugs bunny\n", + "Bugs Bunny\n", + "BUGS BUNNY\n" + ] + } + ], + "source": [ + "#Strings and type functions\n", + "first_name = 'bugs'\n", + "last_name = 'bunny'\n", + "full_name = first_name + ' ' + last_name\n", + "\n", + "print(full_name)\n", + "print(full_name.title())\n", + "print(full_name.upper())" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a= ['one']\n", + "b= ['two', 'three']\n", + "c= ['one', 'two', 'three']\n" + ] + } + ], + "source": [ + "#List\n", + "a = ['one'];\n", + "b = ['two','three']\n", + "c = a + b\n", + "\n", + "print('a=',a)\n", + "print('b=',b)\n", + "print('c=',c)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mat= [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]\n", + "length= 10\n", + "mat= [ 7. 0. 3. 0. 0. 10. 10. 10. 10. 10.]\n" + ] + }, + { + "data": { + "text/plain": [ + "numpy.ndarray" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Matrix\n", + "mat = np.zeros(10)\n", + "\n", + "print('mat=',mat)\n", + "print('length=', len(mat) )\n", + "\n", + "mat[0] = 7\n", + "mat[5:] = 10\n", + "mat[2:3] = 3\n", + "\n", + "print('mat=',mat)\n", + "\n", + "type(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rnd= [1 2 5 7 6]\n", + "words= ['dog', 'cat', 'bear', 'panda', 'giraffe', 'mouse', 'human']\n", + "\n", + "Traditional:\n", + "i= 1\n", + "i= 2\n", + "i= 5\n", + "i= 7\n", + "i= 6\n", + "\n", + "Python-style:\n", + "j= 1\n", + "j= 2\n", + "j= 5\n", + "j= 7\n", + "j= 6\n", + "dog\n", + "cat\n", + "bear\n", + "panda\n", + "giraffe\n", + "mouse\n", + "human\n" + ] + } + ], + "source": [ + "#Loops\n", + "rnd = np.random.randint(10, size=5)\n", + "word_list = ['dog','cat','bear','panda','giraffe','mouse','human']\n", + "\n", + "print('rnd=',rnd)\n", + "print('words=',word_list)\n", + "\n", + "#Traditional loop\n", + "print('\\nTraditional:')\n", + "for i in range(5):\n", + " print('i=',rnd[i])\n", + " \n", + "#Python-style\n", + "print('\\nPython-style:')\n", + "for j in rnd:\n", + " print('j=',j)\n", + "\n", + "for k in word_list:\n", + " print(k)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5.0\n" + ] + } + ], + "source": [ + "#Functions\n", + "def pythagoras(x1,x2):\n", + " x3 = np.sqrt( x1**2 + x2**2 ) \n", + " return x3\n", + "\n", + "value = pythagoras(3,4)\n", + "print(value)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plotting" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(0,4*np.pi, num=100)\n", + "y1 = np.cos(x)\n", + "y2 = np.sin(x)\n", + "\n", + "plt.plot(y1,'r')\n", + "plt.plot(y2,'g')\n", + "plt.title('Plotting sine & cosine')\n", + "plt.xlabel('Time')\n", + "plt.ylabel('Amplitude')\n", + "plt.legend(['cos','sin'],loc=3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data Exercises" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['mpg', 'cylinders', 'displacement', 'horsepower', 'weight', 'acceleration', 'year', 'origin', 'name']\n", + "['18', '8', '307', '130', '3504', '12', '70', '1', 'chevrolet chevelle malibu']\n", + "['15', '8', '350', '165', '3693', '11.5', '70', '1', 'buick skylark 320']\n", + "['18', '8', '318', '150', '3436', '11', '70', '1', 'plymouth satellite']\n", + "['16', '8', '304', '150', '3433', '12', '70', '1', 'amc rebel sst']\n", + "['17', '8', '302', '140', '3449', '10.5', '70', '1', 'ford torino']\n", + "['15', '8', '429', '198', '4341', '10', '70', '1', 'ford galaxie 500']\n", + "['14', '8', '454', '220', '4354', '9', '70', '1', 'chevrolet impala']\n", + "['14', '8', '440', '215', '4312', '8.5', '70', '1', 'plymouth fury iii']\n", + "['14', '8', '455', '225', '4425', '10', '70', '1', 'pontiac catalina']\n", + "['15', '8', '390', '190', '3850', '8.5', '70', '1', 'amc ambassador dpl']\n", + "['15', '8', '383', '170', '3563', '10', '70', '1', 'dodge challenger se']\n", + "['14', '8', '340', '160', '3609', '8', '70', '1', \"plymouth 'cuda 340\"]\n", + "['15', '8', '400', '150', '3761', '9.5', '70', '1', 'chevrolet monte carlo']\n", + "['14', '8', '455', '225', '3086', '10', '70', '1', 'buick estate wagon (sw)']\n", + "['24', '4', '113', '95', '2372', '15', '70', '3', 'toyota corona mark ii']\n", + "['22', '6', '198', '95', '2833', '15.5', '70', '1', 'plymouth duster']\n", + "['18', '6', '199', '97', '2774', '15.5', '70', '1', 'amc hornet']\n", + "['21', '6', '200', '85', '2587', '16', '70', '1', 'ford maverick']\n", + "['27', '4', '97', '88', '2130', '14.5', '70', '3', 'datsun pl510']\n", + "['26', '4', '97', '46', '1835', '20.5', '70', '2', 'volkswagen 1131 deluxe sedan']\n", + "['25', '4', '110', '87', '2672', '17.5', '70', '2', 'peugeot 504']\n", + "['24', '4', '107', '90', '2430', '14.5', '70', '2', 'audi 100 ls']\n", + "['25', '4', '104', '95', '2375', '17.5', '70', '2', 'saab 99e']\n", + "['26', '4', '121', '113', '2234', '12.5', '70', '2', 'bmw 2002']\n", + "['21', '6', '199', '90', '2648', '15', '70', '1', 'amc gremlin']\n", + "['10', '8', '360', '215', '4615', '14', '70', '1', 'ford f250']\n", + "['10', '8', '307', '200', '4376', '15', '70', '1', 'chevy c20']\n", + "['11', '8', '318', '210', '4382', '13.5', '70', '1', 'dodge d200']\n", + "['9', '8', '304', '193', '4732', '18.5', '70', '1', 'hi 1200d']\n", + "['27', '4', '97', '88', '2130', '14.5', '71', '3', 'datsun pl510']\n", + "['28', '4', '140', '90', '2264', '15.5', '71', '1', 'chevrolet vega 2300']\n", + "['25', '4', '113', '95', '2228', '14', '71', '3', 'toyota corona']\n", + "['25', '4', '98', '?', '2046', '19', '71', '1', 'ford pinto']\n", + "['19', '6', '232', '100', '2634', '13', '71', '1', 'amc gremlin']\n", + "['16', '6', '225', '105', '3439', '15.5', '71', '1', 'plymouth satellite custom']\n", + "['17', '6', '250', '100', '3329', '15.5', '71', '1', 'chevrolet chevelle malibu']\n", + "['19', '6', '250', '88', '3302', '15.5', '71', '1', 'ford torino 500']\n", + "['18', '6', '232', '100', '3288', '15.5', '71', '1', 'amc matador']\n", + "['14', '8', '350', '165', '4209', '12', '71', '1', 'chevrolet impala']\n", + "['14', '8', '400', '175', '4464', '11.5', '71', '1', 'pontiac catalina brougham']\n", + "['14', '8', '351', '153', '4154', '13.5', '71', '1', 'ford galaxie 500']\n", + "['14', '8', '318', '150', '4096', '13', '71', '1', 'plymouth fury iii']\n", + "['12', '8', '383', '180', '4955', '11.5', '71', '1', 'dodge monaco (sw)']\n", + "['13', '8', '400', '170', '4746', '12', '71', '1', 'ford country squire (sw)']\n", + "['13', '8', '400', '175', '5140', '12', '71', '1', 'pontiac safari (sw)']\n", + "['18', '6', '258', '110', '2962', '13.5', '71', '1', 'amc hornet sportabout (sw)']\n", + "['22', '4', '140', '72', '2408', '19', '71', '1', 'chevrolet vega (sw)']\n", + "['19', '6', '250', '100', '3282', '15', '71', '1', 'pontiac firebird']\n", + "['18', '6', '250', '88', '3139', '14.5', '71', '1', 'ford mustang']\n", + "['23', '4', '122', '86', '2220', '14', '71', '1', 'mercury capri 2000']\n", + "['28', '4', '116', '90', '2123', '14', '71', '2', 'opel 1900']\n", + "['30', '4', '79', '70', '2074', '19.5', '71', '2', 'peugeot 304']\n", + "['30', '4', '88', '76', '2065', '14.5', '71', '2', 'fiat 124b']\n", + "['31', '4', '71', '65', '1773', '19', '71', '3', 'toyota corolla 1200']\n", + "['35', '4', '72', '69', '1613', '18', '71', '3', 'datsun 1200']\n", + "['27', '4', '97', '60', '1834', '19', '71', '2', 'volkswagen model 111']\n", + "['26', '4', '91', '70', '1955', '20.5', '71', '1', 'plymouth cricket']\n", + "['24', '4', '113', '95', '2278', '15.5', '72', '3', 'toyota corona hardtop']\n", + "['25', '4', '97.5', '80', '2126', '17', '72', '1', 'dodge colt hardtop']\n", + "['23', '4', '97', '54', '2254', '23.5', '72', '2', 'volkswagen type 3']\n", + "['20', '4', '140', '90', '2408', '19.5', '72', '1', 'chevrolet vega']\n", + "['21', '4', '122', '86', '2226', '16.5', '72', '1', 'ford pinto runabout']\n", + "['13', '8', '350', '165', '4274', '12', '72', '1', 'chevrolet impala']\n", + "['14', '8', '400', '175', '4385', '12', '72', '1', 'pontiac catalina']\n", + "['15', '8', '318', '150', '4135', '13.5', '72', '1', 'plymouth fury iii']\n", + "['14', '8', '351', '153', '4129', '13', '72', '1', 'ford galaxie 500']\n", + "['17', '8', '304', '150', '3672', '11.5', '72', '1', 'amc ambassador sst']\n", + "['11', '8', '429', '208', '4633', '11', '72', '1', 'mercury marquis']\n", + "['13', '8', '350', '155', '4502', '13.5', '72', '1', 'buick lesabre custom']\n", + "['12', '8', '350', '160', '4456', '13.5', '72', '1', 'oldsmobile delta 88 royale']\n", + "['13', '8', '400', '190', '4422', '12.5', '72', '1', 'chrysler newport royal']\n", + "['19', '3', '70', '97', '2330', '13.5', '72', '3', 'mazda rx2 coupe']\n", + "['15', '8', '304', '150', '3892', '12.5', '72', '1', 'amc matador (sw)']\n", + "['13', '8', '307', '130', '4098', '14', '72', '1', 'chevrolet chevelle concours (sw)']\n", + "['13', '8', '302', '140', '4294', '16', '72', '1', 'ford gran torino (sw)']\n", + "['14', '8', '318', '150', '4077', '14', '72', '1', 'plymouth satellite custom (sw)']\n", + "['18', '4', '121', '112', '2933', '14.5', '72', '2', 'volvo 145e (sw)']\n", + "['22', '4', '121', '76', '2511', '18', '72', '2', 'volkswagen 411 (sw)']\n", + "['21', '4', '120', '87', '2979', '19.5', '72', '2', 'peugeot 504 (sw)']\n", + "['26', '4', '96', '69', '2189', '18', '72', '2', 'renault 12 (sw)']\n", + "['22', '4', '122', '86', '2395', '16', '72', '1', 'ford pinto (sw)']\n", + "['28', '4', '97', '92', '2288', '17', '72', '3', 'datsun 510 (sw)']\n", + "['23', '4', '120', '97', '2506', '14.5', '72', '3', 'toyouta corona mark ii (sw)']\n", + "['28', '4', '98', '80', '2164', '15', '72', '1', 'dodge colt (sw)']\n", + "['27', '4', '97', '88', '2100', '16.5', '72', '3', 'toyota corolla 1600 (sw)']\n", + "['13', '8', '350', '175', '4100', '13', '73', '1', 'buick century 350']\n", + "['14', '8', '304', '150', '3672', '11.5', '73', '1', 'amc matador']\n", + "['13', '8', '350', '145', '3988', '13', '73', '1', 'chevrolet malibu']\n", + "['14', '8', '302', '137', '4042', '14.5', '73', '1', 'ford gran torino']\n", + "['15', '8', '318', '150', '3777', '12.5', '73', '1', 'dodge coronet custom']\n", + "['12', '8', '429', '198', '4952', '11.5', '73', '1', 'mercury marquis brougham']\n", + "['13', '8', '400', '150', '4464', '12', '73', '1', 'chevrolet caprice classic']\n", + "['13', '8', '351', '158', '4363', '13', '73', '1', 'ford ltd']\n", + "['14', '8', '318', '150', '4237', '14.5', '73', '1', 'plymouth fury gran sedan']\n", + "['13', '8', '440', '215', '4735', '11', '73', '1', 'chrysler new yorker brougham']\n", + "['12', '8', '455', '225', '4951', '11', '73', '1', 'buick electra 225 custom']\n", + "['13', '8', '360', '175', '3821', '11', '73', '1', 'amc ambassador brougham']\n", + "['18', '6', '225', '105', '3121', '16.5', '73', '1', 'plymouth valiant']\n", + "['16', '6', '250', '100', '3278', '18', '73', '1', 'chevrolet nova custom']\n", + "['18', '6', '232', '100', '2945', '16', '73', '1', 'amc hornet']\n", + "['18', '6', '250', '88', '3021', '16.5', '73', '1', 'ford maverick']\n", + "['23', '6', '198', '95', '2904', '16', '73', '1', 'plymouth duster']\n", + "['26', '4', '97', '46', '1950', '21', '73', '2', 'volkswagen super beetle']\n", + "['11', '8', '400', '150', '4997', '14', '73', '1', 'chevrolet impala']\n", + "['12', '8', '400', '167', '4906', '12.5', '73', '1', 'ford country']\n", + "['13', '8', '360', '170', '4654', '13', '73', '1', 'plymouth custom suburb']\n", + "['12', '8', '350', '180', '4499', '12.5', '73', '1', 'oldsmobile vista cruiser']\n", + "['18', '6', '232', '100', '2789', '15', '73', '1', 'amc gremlin']\n", + "['20', '4', '97', '88', '2279', '19', '73', '3', 'toyota carina']\n", + "['21', '4', '140', '72', '2401', '19.5', '73', '1', 'chevrolet vega']\n", + "['22', '4', '108', '94', '2379', '16.5', '73', '3', 'datsun 610']\n", + "['18', '3', '70', '90', '2124', '13.5', '73', '3', 'maxda rx3']\n", + "['19', '4', '122', '85', '2310', '18.5', '73', '1', 'ford pinto']\n", + "['21', '6', '155', '107', '2472', '14', '73', '1', 'mercury capri v6']\n", + "['26', '4', '98', '90', '2265', '15.5', '73', '2', 'fiat 124 sport coupe']\n", + "['15', '8', '350', '145', '4082', '13', '73', '1', 'chevrolet monte carlo s']\n", + "['16', '8', '400', '230', '4278', '9.5', '73', '1', 'pontiac grand prix']\n", + "['29', '4', '68', '49', '1867', '19.5', '73', '2', 'fiat 128']\n", + "['24', '4', '116', '75', '2158', '15.5', '73', '2', 'opel manta']\n", + "['20', '4', '114', '91', '2582', '14', '73', '2', 'audi 100ls']\n", + "['19', '4', '121', '112', '2868', '15.5', '73', '2', 'volvo 144ea']\n", + "['15', '8', '318', '150', '3399', '11', '73', '1', 'dodge dart custom']\n", + "['24', '4', '121', '110', '2660', '14', '73', '2', 'saab 99le']\n", + "['20', '6', '156', '122', '2807', '13.5', '73', '3', 'toyota mark ii']\n", + "['11', '8', '350', '180', '3664', '11', '73', '1', 'oldsmobile omega']\n", + "['20', '6', '198', '95', '3102', '16.5', '74', '1', 'plymouth duster']\n", + "['21', '6', '200', '?', '2875', '17', '74', '1', 'ford maverick']\n", + "['19', '6', '232', '100', '2901', '16', '74', '1', 'amc hornet']\n", + "['15', '6', '250', '100', '3336', '17', '74', '1', 'chevrolet nova']\n", + "['31', '4', '79', '67', '1950', '19', '74', '3', 'datsun b210']\n", + "['26', '4', '122', '80', '2451', '16.5', '74', '1', 'ford pinto']\n", + "['32', '4', '71', '65', '1836', '21', '74', '3', 'toyota corolla 1200']\n", + "['25', '4', '140', '75', '2542', '17', '74', '1', 'chevrolet vega']\n", + "['16', '6', '250', '100', '3781', '17', '74', '1', 'chevrolet chevelle malibu classic']\n", + "['16', '6', '258', '110', '3632', '18', '74', '1', 'amc matador']\n", + "['18', '6', '225', '105', '3613', '16.5', '74', '1', 'plymouth satellite sebring']\n", + "['16', '8', '302', '140', '4141', '14', '74', '1', 'ford gran torino']\n", + "['13', '8', '350', '150', '4699', '14.5', '74', '1', 'buick century luxus (sw)']\n", + "['14', '8', '318', '150', '4457', '13.5', '74', '1', 'dodge coronet custom (sw)']\n", + "['14', '8', '302', '140', '4638', '16', '74', '1', 'ford gran torino (sw)']\n", + "['14', '8', '304', '150', '4257', '15.5', '74', '1', 'amc matador (sw)']\n", + "['29', '4', '98', '83', '2219', '16.5', '74', '2', 'audi fox']\n", + "['26', '4', '79', '67', '1963', '15.5', '74', '2', 'volkswagen dasher']\n", + "['26', '4', '97', '78', '2300', '14.5', '74', '2', 'opel manta']\n", + "['31', '4', '76', '52', '1649', '16.5', '74', '3', 'toyota corona']\n", + "['32', '4', '83', '61', '2003', '19', '74', '3', 'datsun 710']\n", + "['28', '4', '90', '75', '2125', '14.5', '74', '1', 'dodge colt']\n", + "['24', '4', '90', '75', '2108', '15.5', '74', '2', 'fiat 128']\n", + "['26', '4', '116', '75', '2246', '14', '74', '2', 'fiat 124 tc']\n", + "['24', '4', '120', '97', '2489', '15', '74', '3', 'honda civic']\n", + "['26', '4', '108', '93', '2391', '15.5', '74', '3', 'subaru']\n", + "['31', '4', '79', '67', '2000', '16', '74', '2', 'fiat x1.9']\n", + "['19', '6', '225', '95', '3264', '16', '75', '1', 'plymouth valiant custom']\n", + "['18', '6', '250', '105', '3459', '16', '75', '1', 'chevrolet nova']\n", + "['15', '6', '250', '72', '3432', '21', '75', '1', 'mercury monarch']\n", + "['15', '6', '250', '72', '3158', '19.5', '75', '1', 'ford maverick']\n", + "['16', '8', '400', '170', '4668', '11.5', '75', '1', 'pontiac catalina']\n", + "['15', '8', '350', '145', '4440', '14', '75', '1', 'chevrolet bel air']\n", + "['16', '8', '318', '150', '4498', '14.5', '75', '1', 'plymouth grand fury']\n", + "['14', '8', '351', '148', '4657', '13.5', '75', '1', 'ford ltd']\n", + "['17', '6', '231', '110', '3907', '21', '75', '1', 'buick century']\n", + "['16', '6', '250', '105', '3897', '18.5', '75', '1', 'chevroelt chevelle malibu']\n", + "['15', '6', '258', '110', '3730', '19', '75', '1', 'amc matador']\n", + "['18', '6', '225', '95', '3785', '19', '75', '1', 'plymouth fury']\n", + "['21', '6', '231', '110', '3039', '15', '75', '1', 'buick skyhawk']\n", + "['20', '8', '262', '110', '3221', '13.5', '75', '1', 'chevrolet monza 2+2']\n", + "['13', '8', '302', '129', '3169', '12', '75', '1', 'ford mustang ii']\n", + "['29', '4', '97', '75', '2171', '16', '75', '3', 'toyota corolla']\n", + "['23', '4', '140', '83', '2639', '17', '75', '1', 'ford pinto']\n", + "['20', '6', '232', '100', '2914', '16', '75', '1', 'amc gremlin']\n", + "['23', '4', '140', '78', '2592', '18.5', '75', '1', 'pontiac astro']\n", + "['24', '4', '134', '96', '2702', '13.5', '75', '3', 'toyota corona']\n", + "['25', '4', '90', '71', '2223', '16.5', '75', '2', 'volkswagen dasher']\n", + "['24', '4', '119', '97', '2545', '17', '75', '3', 'datsun 710']\n", + "['18', '6', '171', '97', '2984', '14.5', '75', '1', 'ford pinto']\n", + "['29', '4', '90', '70', '1937', '14', '75', '2', 'volkswagen rabbit']\n", + "['19', '6', '232', '90', '3211', '17', '75', '1', 'amc pacer']\n", + "['23', '4', '115', '95', '2694', '15', '75', '2', 'audi 100ls']\n", + "['23', '4', '120', '88', '2957', '17', '75', '2', 'peugeot 504']\n", + "['22', '4', '121', '98', '2945', '14.5', '75', '2', 'volvo 244dl']\n", + "['25', '4', '121', '115', '2671', '13.5', '75', '2', 'saab 99le']\n", + "['33', '4', '91', '53', '1795', '17.5', '75', '3', 'honda civic cvcc']\n", + "['28', '4', '107', '86', '2464', '15.5', '76', '2', 'fiat 131']\n", + "['25', '4', '116', '81', '2220', '16.9', '76', '2', 'opel 1900']\n", + "['25', '4', '140', '92', '2572', '14.9', '76', '1', 'capri ii']\n", + "['26', '4', '98', '79', '2255', '17.7', '76', '1', 'dodge colt']\n", + "['27', '4', '101', '83', '2202', '15.3', '76', '2', 'renault 12tl']\n", + "['17.5', '8', '305', '140', '4215', '13', '76', '1', 'chevrolet chevelle malibu classic']\n", + "['16', '8', '318', '150', '4190', '13', '76', '1', 'dodge coronet brougham']\n", + "['15.5', '8', '304', '120', '3962', '13.9', '76', '1', 'amc matador']\n", + "['14.5', '8', '351', '152', '4215', '12.8', '76', '1', 'ford gran torino']\n", + "['22', '6', '225', '100', '3233', '15.4', '76', '1', 'plymouth valiant']\n", + "['22', '6', '250', '105', '3353', '14.5', '76', '1', 'chevrolet nova']\n", + "['24', '6', '200', '81', '3012', '17.6', '76', '1', 'ford maverick']\n", + "['22.5', '6', '232', '90', '3085', '17.6', '76', '1', 'amc hornet']\n", + "['29', '4', '85', '52', '2035', '22.2', '76', '1', 'chevrolet chevette']\n", + "['24.5', '4', '98', '60', '2164', '22.1', '76', '1', 'chevrolet woody']\n", + "['29', '4', '90', '70', '1937', '14.2', '76', '2', 'vw rabbit']\n", + "['33', '4', '91', '53', '1795', '17.4', '76', '3', 'honda civic']\n", + "['20', '6', '225', '100', '3651', '17.7', '76', '1', 'dodge aspen se']\n", + "['18', '6', '250', '78', '3574', '21', '76', '1', 'ford granada ghia']\n", + "['18.5', '6', '250', '110', '3645', '16.2', '76', '1', 'pontiac ventura sj']\n", + "['17.5', '6', '258', '95', '3193', '17.8', '76', '1', 'amc pacer d/l']\n", + "['29.5', '4', '97', '71', '1825', '12.2', '76', '2', 'volkswagen rabbit']\n", + "['32', '4', '85', '70', '1990', '17', '76', '3', 'datsun b-210']\n", + "['28', '4', '97', '75', '2155', '16.4', '76', '3', 'toyota corolla']\n", + "['26.5', '4', '140', '72', '2565', '13.6', '76', '1', 'ford pinto']\n", + "['20', '4', '130', '102', '3150', '15.7', '76', '2', 'volvo 245']\n", + "['13', '8', '318', '150', '3940', '13.2', '76', '1', 'plymouth volare premier v8']\n", + "['19', '4', '120', '88', '3270', '21.9', '76', '2', 'peugeot 504']\n", + "['19', '6', '156', '108', '2930', '15.5', '76', '3', 'toyota mark ii']\n", + "['16.5', '6', '168', '120', '3820', '16.7', '76', '2', 'mercedes-benz 280s']\n", + "['16.5', '8', '350', '180', '4380', '12.1', '76', '1', 'cadillac seville']\n", + "['13', '8', '350', '145', '4055', '12', '76', '1', 'chevy c10']\n", + "['13', '8', '302', '130', '3870', '15', '76', '1', 'ford f108']\n", + "['13', '8', '318', '150', '3755', '14', '76', '1', 'dodge d100']\n", + "['31.5', '4', '98', '68', '2045', '18.5', '77', '3', 'honda accord cvcc']\n", + "['30', '4', '111', '80', '2155', '14.8', '77', '1', 'buick opel isuzu deluxe']\n", + "['36', '4', '79', '58', '1825', '18.6', '77', '2', 'renault 5 gtl']\n", + "['25.5', '4', '122', '96', '2300', '15.5', '77', '1', 'plymouth arrow gs']\n", + "['33.5', '4', '85', '70', '1945', '16.8', '77', '3', 'datsun f-10 hatchback']\n", + "['17.5', '8', '305', '145', '3880', '12.5', '77', '1', 'chevrolet caprice classic']\n", + "['17', '8', '260', '110', '4060', '19', '77', '1', 'oldsmobile cutlass supreme']\n", + "['15.5', '8', '318', '145', '4140', '13.7', '77', '1', 'dodge monaco brougham']\n", + "['15', '8', '302', '130', '4295', '14.9', '77', '1', 'mercury cougar brougham']\n", + "['17.5', '6', '250', '110', '3520', '16.4', '77', '1', 'chevrolet concours']\n", + "['20.5', '6', '231', '105', '3425', '16.9', '77', '1', 'buick skylark']\n", + "['19', '6', '225', '100', '3630', '17.7', '77', '1', 'plymouth volare custom']\n", + "['18.5', '6', '250', '98', '3525', '19', '77', '1', 'ford granada']\n", + "['16', '8', '400', '180', '4220', '11.1', '77', '1', 'pontiac grand prix lj']\n", + "['15.5', '8', '350', '170', '4165', '11.4', '77', '1', 'chevrolet monte carlo landau']\n", + "['15.5', '8', '400', '190', '4325', '12.2', '77', '1', 'chrysler cordoba']\n", + "['16', '8', '351', '149', '4335', '14.5', '77', '1', 'ford thunderbird']\n", + "['29', '4', '97', '78', '1940', '14.5', '77', '2', 'volkswagen rabbit custom']\n", + "['24.5', '4', '151', '88', '2740', '16', '77', '1', 'pontiac sunbird coupe']\n", + "['26', '4', '97', '75', '2265', '18.2', '77', '3', 'toyota corolla liftback']\n", + "['25.5', '4', '140', '89', '2755', '15.8', '77', '1', 'ford mustang ii 2+2']\n", + "['30.5', '4', '98', '63', '2051', '17', '77', '1', 'chevrolet chevette']\n", + "['33.5', '4', '98', '83', '2075', '15.9', '77', '1', 'dodge colt m/m']\n", + "['30', '4', '97', '67', '1985', '16.4', '77', '3', 'subaru dl']\n", + "['30.5', '4', '97', '78', '2190', '14.1', '77', '2', 'volkswagen dasher']\n", + "['22', '6', '146', '97', '2815', '14.5', '77', '3', 'datsun 810']\n", + "['21.5', '4', '121', '110', '2600', '12.8', '77', '2', 'bmw 320i']\n", + "['21.5', '3', '80', '110', '2720', '13.5', '77', '3', 'mazda rx-4']\n", + "['43.1', '4', '90', '48', '1985', '21.5', '78', '2', 'volkswagen rabbit custom diesel']\n", + "['36.1', '4', '98', '66', '1800', '14.4', '78', '1', 'ford fiesta']\n", + "['32.8', '4', '78', '52', '1985', '19.4', '78', '3', 'mazda glc deluxe']\n", + "['39.4', '4', '85', '70', '2070', '18.6', '78', '3', 'datsun b210 gx']\n", + "['36.1', '4', '91', '60', '1800', '16.4', '78', '3', 'honda civic cvcc']\n", + "['19.9', '8', '260', '110', '3365', '15.5', '78', '1', 'oldsmobile cutlass salon brougham']\n", + "['19.4', '8', '318', '140', '3735', '13.2', '78', '1', 'dodge diplomat']\n", + "['20.2', '8', '302', '139', '3570', '12.8', '78', '1', 'mercury monarch ghia']\n", + "['19.2', '6', '231', '105', '3535', '19.2', '78', '1', 'pontiac phoenix lj']\n", + "['20.5', '6', '200', '95', '3155', '18.2', '78', '1', 'chevrolet malibu']\n", + "['20.2', '6', '200', '85', '2965', '15.8', '78', '1', 'ford fairmont (auto)']\n", + "['25.1', '4', '140', '88', '2720', '15.4', '78', '1', 'ford fairmont (man)']\n", + "['20.5', '6', '225', '100', '3430', '17.2', '78', '1', 'plymouth volare']\n", + "['19.4', '6', '232', '90', '3210', '17.2', '78', '1', 'amc concord']\n", + "['20.6', '6', '231', '105', '3380', '15.8', '78', '1', 'buick century special']\n", + "['20.8', '6', '200', '85', '3070', '16.7', '78', '1', 'mercury zephyr']\n", + "['18.6', '6', '225', '110', '3620', '18.7', '78', '1', 'dodge aspen']\n", + "['18.1', '6', '258', '120', '3410', '15.1', '78', '1', 'amc concord d/l']\n", + "['19.2', '8', '305', '145', '3425', '13.2', '78', '1', 'chevrolet monte carlo landau']\n", + "['17.7', '6', '231', '165', '3445', '13.4', '78', '1', 'buick regal sport coupe (turbo)']\n", + "['18.1', '8', '302', '139', '3205', '11.2', '78', '1', 'ford futura']\n", + "['17.5', '8', '318', '140', '4080', '13.7', '78', '1', 'dodge magnum xe']\n", + "['30', '4', '98', '68', '2155', '16.5', '78', '1', 'chevrolet chevette']\n", + "['27.5', '4', '134', '95', '2560', '14.2', '78', '3', 'toyota corona']\n", + "['27.2', '4', '119', '97', '2300', '14.7', '78', '3', 'datsun 510']\n", + "['30.9', '4', '105', '75', '2230', '14.5', '78', '1', 'dodge omni']\n", + "['21.1', '4', '134', '95', '2515', '14.8', '78', '3', 'toyota celica gt liftback']\n", + "['23.2', '4', '156', '105', '2745', '16.7', '78', '1', 'plymouth sapporo']\n", + "['23.8', '4', '151', '85', '2855', '17.6', '78', '1', 'oldsmobile starfire sx']\n", + "['23.9', '4', '119', '97', '2405', '14.9', '78', '3', 'datsun 200-sx']\n", + "['20.3', '5', '131', '103', '2830', '15.9', '78', '2', 'audi 5000']\n", + "['17', '6', '163', '125', '3140', '13.6', '78', '2', 'volvo 264gl']\n", + "['21.6', '4', '121', '115', '2795', '15.7', '78', '2', 'saab 99gle']\n", + "['16.2', '6', '163', '133', '3410', '15.8', '78', '2', 'peugeot 604sl']\n", + "['31.5', '4', '89', '71', '1990', '14.9', '78', '2', 'volkswagen scirocco']\n", + "['29.5', '4', '98', '68', '2135', '16.6', '78', '3', 'honda accord lx']\n", + "['21.5', '6', '231', '115', '3245', '15.4', '79', '1', 'pontiac lemans v6']\n", + "['19.8', '6', '200', '85', '2990', '18.2', '79', '1', 'mercury zephyr 6']\n", + "['22.3', '4', '140', '88', '2890', '17.3', '79', '1', 'ford fairmont 4']\n", + "['20.2', '6', '232', '90', '3265', '18.2', '79', '1', 'amc concord dl 6']\n", + "['20.6', '6', '225', '110', '3360', '16.6', '79', '1', 'dodge aspen 6']\n", + "['17', '8', '305', '130', '3840', '15.4', '79', '1', 'chevrolet caprice classic']\n", + "['17.6', '8', '302', '129', '3725', '13.4', '79', '1', 'ford ltd landau']\n", + "['16.5', '8', '351', '138', '3955', '13.2', '79', '1', 'mercury grand marquis']\n", + "['18.2', '8', '318', '135', '3830', '15.2', '79', '1', 'dodge st. regis']\n", + "['16.9', '8', '350', '155', '4360', '14.9', '79', '1', 'buick estate wagon (sw)']\n", + "['15.5', '8', '351', '142', '4054', '14.3', '79', '1', 'ford country squire (sw)']\n", + "['19.2', '8', '267', '125', '3605', '15', '79', '1', 'chevrolet malibu classic (sw)']\n", + "['18.5', '8', '360', '150', '3940', '13', '79', '1', 'chrysler lebaron town @ country (sw)']\n", + "['31.9', '4', '89', '71', '1925', '14', '79', '2', 'vw rabbit custom']\n", + "['34.1', '4', '86', '65', '1975', '15.2', '79', '3', 'maxda glc deluxe']\n", + "['35.7', '4', '98', '80', '1915', '14.4', '79', '1', 'dodge colt hatchback custom']\n", + "['27.4', '4', '121', '80', '2670', '15', '79', '1', 'amc spirit dl']\n", + "['25.4', '5', '183', '77', '3530', '20.1', '79', '2', 'mercedes benz 300d']\n", + "['23', '8', '350', '125', '3900', '17.4', '79', '1', 'cadillac eldorado']\n", + "['27.2', '4', '141', '71', '3190', '24.8', '79', '2', 'peugeot 504']\n", + "['23.9', '8', '260', '90', '3420', '22.2', '79', '1', 'oldsmobile cutlass salon brougham']\n", + "['34.2', '4', '105', '70', '2200', '13.2', '79', '1', 'plymouth horizon']\n", + "['34.5', '4', '105', '70', '2150', '14.9', '79', '1', 'plymouth horizon tc3']\n", + "['31.8', '4', '85', '65', '2020', '19.2', '79', '3', 'datsun 210']\n", + "['37.3', '4', '91', '69', '2130', '14.7', '79', '2', 'fiat strada custom']\n", + "['28.4', '4', '151', '90', '2670', '16', '79', '1', 'buick skylark limited']\n", + "['28.8', '6', '173', '115', '2595', '11.3', '79', '1', 'chevrolet citation']\n", + "['26.8', '6', '173', '115', '2700', '12.9', '79', '1', 'oldsmobile omega brougham']\n", + "['33.5', '4', '151', '90', '2556', '13.2', '79', '1', 'pontiac phoenix']\n", + "['41.5', '4', '98', '76', '2144', '14.7', '80', '2', 'vw rabbit']\n", + "['38.1', '4', '89', '60', '1968', '18.8', '80', '3', 'toyota corolla tercel']\n", + "['32.1', '4', '98', '70', '2120', '15.5', '80', '1', 'chevrolet chevette']\n", + "['37.2', '4', '86', '65', '2019', '16.4', '80', '3', 'datsun 310']\n", + "['28', '4', '151', '90', '2678', '16.5', '80', '1', 'chevrolet citation']\n", + "['26.4', '4', '140', '88', '2870', '18.1', '80', '1', 'ford fairmont']\n", + "['24.3', '4', '151', '90', '3003', '20.1', '80', '1', 'amc concord']\n", + "['19.1', '6', '225', '90', '3381', '18.7', '80', '1', 'dodge aspen']\n", + "['34.3', '4', '97', '78', '2188', '15.8', '80', '2', 'audi 4000']\n", + "['29.8', '4', '134', '90', '2711', '15.5', '80', '3', 'toyota corona liftback']\n", + "['31.3', '4', '120', '75', '2542', '17.5', '80', '3', 'mazda 626']\n", + "['37', '4', '119', '92', '2434', '15', '80', '3', 'datsun 510 hatchback']\n", + "['32.2', '4', '108', '75', '2265', '15.2', '80', '3', 'toyota corolla']\n", + "['46.6', '4', '86', '65', '2110', '17.9', '80', '3', 'mazda glc']\n", + "['27.9', '4', '156', '105', '2800', '14.4', '80', '1', 'dodge colt']\n", + "['40.8', '4', '85', '65', '2110', '19.2', '80', '3', 'datsun 210']\n", + "['44.3', '4', '90', '48', '2085', '21.7', '80', '2', 'vw rabbit c (diesel)']\n", + "['43.4', '4', '90', '48', '2335', '23.7', '80', '2', 'vw dasher (diesel)']\n", + "['36.4', '5', '121', '67', '2950', '19.9', '80', '2', 'audi 5000s (diesel)']\n", + "['30', '4', '146', '67', '3250', '21.8', '80', '2', 'mercedes-benz 240d']\n", + "['44.6', '4', '91', '67', '1850', '13.8', '80', '3', 'honda civic 1500 gl']\n", + "['40.9', '4', '85', '?', '1835', '17.3', '80', '2', 'renault lecar deluxe']\n", + "['33.8', '4', '97', '67', '2145', '18', '80', '3', 'subaru dl']\n", + "['29.8', '4', '89', '62', '1845', '15.3', '80', '2', 'vokswagen rabbit']\n", + "['32.7', '6', '168', '132', '2910', '11.4', '80', '3', 'datsun 280-zx']\n", + "['23.7', '3', '70', '100', '2420', '12.5', '80', '3', 'mazda rx-7 gs']\n", + "['35', '4', '122', '88', '2500', '15.1', '80', '2', 'triumph tr7 coupe']\n", + "['23.6', '4', '140', '?', '2905', '14.3', '80', '1', 'ford mustang cobra']\n", + "['32.4', '4', '107', '72', '2290', '17', '80', '3', 'honda accord']\n", + "['27.2', '4', '135', '84', '2490', '15.7', '81', '1', 'plymouth reliant']\n", + "['26.6', '4', '151', '84', '2635', '16.4', '81', '1', 'buick skylark']\n", + "['25.8', '4', '156', '92', '2620', '14.4', '81', '1', 'dodge aries wagon (sw)']\n", + "['23.5', '6', '173', '110', '2725', '12.6', '81', '1', 'chevrolet citation']\n", + "['30', '4', '135', '84', '2385', '12.9', '81', '1', 'plymouth reliant']\n", + "['39.1', '4', '79', '58', '1755', '16.9', '81', '3', 'toyota starlet']\n", + "['39', '4', '86', '64', '1875', '16.4', '81', '1', 'plymouth champ']\n", + "['35.1', '4', '81', '60', '1760', '16.1', '81', '3', 'honda civic 1300']\n", + "['32.3', '4', '97', '67', '2065', '17.8', '81', '3', 'subaru']\n", + "['37', '4', '85', '65', '1975', '19.4', '81', '3', 'datsun 210 mpg']\n", + "['37.7', '4', '89', '62', '2050', '17.3', '81', '3', 'toyota tercel']\n", + "['34.1', '4', '91', '68', '1985', '16', '81', '3', 'mazda glc 4']\n", + "['34.7', '4', '105', '63', '2215', '14.9', '81', '1', 'plymouth horizon 4']\n", + "['34.4', '4', '98', '65', '2045', '16.2', '81', '1', 'ford escort 4w']\n", + "['29.9', '4', '98', '65', '2380', '20.7', '81', '1', 'ford escort 2h']\n", + "['33', '4', '105', '74', '2190', '14.2', '81', '2', 'volkswagen jetta']\n", + "['34.5', '4', '100', '?', '2320', '15.8', '81', '2', 'renault 18i']\n", + "['33.7', '4', '107', '75', '2210', '14.4', '81', '3', 'honda prelude']\n", + "['32.4', '4', '108', '75', '2350', '16.8', '81', '3', 'toyota corolla']\n", + "['32.9', '4', '119', '100', '2615', '14.8', '81', '3', 'datsun 200sx']\n", + "['31.6', '4', '120', '74', '2635', '18.3', '81', '3', 'mazda 626']\n", + "['28.1', '4', '141', '80', '3230', '20.4', '81', '2', 'peugeot 505s turbo diesel']\n", + "['30.7', '6', '145', '76', '3160', '19.6', '81', '2', 'volvo diesel']\n", + "['25.4', '6', '168', '116', '2900', '12.6', '81', '3', 'toyota cressida']\n", + "['24.2', '6', '146', '120', '2930', '13.8', '81', '3', 'datsun 810 maxima']\n", + "['22.4', '6', '231', '110', '3415', '15.8', '81', '1', 'buick century']\n", + "['26.6', '8', '350', '105', '3725', '19', '81', '1', 'oldsmobile cutlass ls']\n", + "['20.2', '6', '200', '88', '3060', '17.1', '81', '1', 'ford granada gl']\n", + "['17.6', '6', '225', '85', '3465', '16.6', '81', '1', 'chrysler lebaron salon']\n", + "['28', '4', '112', '88', '2605', '19.6', '82', '1', 'chevrolet cavalier']\n", + "['27', '4', '112', '88', '2640', '18.6', '82', '1', 'chevrolet cavalier wagon']\n", + "['34', '4', '112', '88', '2395', '18', '82', '1', 'chevrolet cavalier 2-door']\n", + "['31', '4', '112', '85', '2575', '16.2', '82', '1', 'pontiac j2000 se hatchback']\n", + "['29', '4', '135', '84', '2525', '16', '82', '1', 'dodge aries se']\n", + "['27', '4', '151', '90', '2735', '18', '82', '1', 'pontiac phoenix']\n", + "['24', '4', '140', '92', '2865', '16.4', '82', '1', 'ford fairmont futura']\n", + "['36', '4', '105', '74', '1980', '15.3', '82', '2', 'volkswagen rabbit l']\n", + "['37', '4', '91', '68', '2025', '18.2', '82', '3', 'mazda glc custom l']\n", + "['31', '4', '91', '68', '1970', '17.6', '82', '3', 'mazda glc custom']\n", + "['38', '4', '105', '63', '2125', '14.7', '82', '1', 'plymouth horizon miser']\n", + "['36', '4', '98', '70', '2125', '17.3', '82', '1', 'mercury lynx l']\n", + "['36', '4', '120', '88', '2160', '14.5', '82', '3', 'nissan stanza xe']\n", + "['36', '4', '107', '75', '2205', '14.5', '82', '3', 'honda accord']\n", + "['34', '4', '108', '70', '2245', '16.9', '82', '3', 'toyota corolla']\n", + "['38', '4', '91', '67', '1965', '15', '82', '3', 'honda civic']\n", + "['32', '4', '91', '67', '1965', '15.7', '82', '3', 'honda civic (auto)']\n", + "['38', '4', '91', '67', '1995', '16.2', '82', '3', 'datsun 310 gx']\n", + "['25', '6', '181', '110', '2945', '16.4', '82', '1', 'buick century limited']\n", + "['38', '6', '262', '85', '3015', '17', '82', '1', 'oldsmobile cutlass ciera (diesel)']\n", + "['26', '4', '156', '92', '2585', '14.5', '82', '1', 'chrysler lebaron medallion']\n", + "['22', '6', '232', '112', '2835', '14.7', '82', '1', 'ford granada l']\n", + "['32', '4', '144', '96', '2665', '13.9', '82', '3', 'toyota celica gt']\n", + "['36', '4', '135', '84', '2370', '13', '82', '1', 'dodge charger 2.2']\n", + "['27', '4', '151', '90', '2950', '17.3', '82', '1', 'chevrolet camaro']\n", + "['27', '4', '140', '86', '2790', '15.6', '82', '1', 'ford mustang gl']\n", + "['44', '4', '97', '52', '2130', '24.6', '82', '2', 'vw pickup']\n", + "['32', '4', '135', '84', '2295', '11.6', '82', '1', 'dodge rampage']\n", + "['28', '4', '120', '79', '2625', '18.6', '82', '1', 'ford ranger']\n", + "['31', '4', '119', '82', '2720', '19.4', '82', '1', 'chevy s-10']\n" + ] + } + ], + "source": [ + "### Loading Data ###\n", + "\n", + "#Traditional python reader\n", + "fname = 'C:/Users/Tingi/Downloads/Auto.csv'\n", + "f = open(fname, 'r')\n", + "reader = csv.reader(f) \n", + "\n", + "for row in reader:\n", + " print(row)\n", + " \n", + "f.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 210, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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mpgcylindersdisplacementhorsepowerweightaccelerationyearoriginname
018.08307.0130.0350412.0701chevrolet chevelle malibu
115.08350.0165.0369311.5701buick skylark 320
218.08318.0150.0343611.0701plymouth satellite
316.08304.0150.0343312.0701amc rebel sst
417.08302.0140.0344910.5701ford torino
515.08429.0198.0434110.0701ford galaxie 500
614.08454.0220.043549.0701chevrolet impala
714.08440.0215.043128.5701plymouth fury iii
814.08455.0225.0442510.0701pontiac catalina
915.08390.0190.038508.5701amc ambassador dpl
1015.08383.0170.0356310.0701dodge challenger se
1114.08340.0160.036098.0701plymouth 'cuda 340
1215.08400.0150.037619.5701chevrolet monte carlo
1314.08455.0225.0308610.0701buick estate wagon (sw)
1424.04113.095.0237215.0703toyota corona mark ii
1522.06198.095.0283315.5701plymouth duster
1618.06199.097.0277415.5701amc hornet
1721.06200.085.0258716.0701ford maverick
1827.0497.088.0213014.5703datsun pl510
1926.0497.046.0183520.5702volkswagen 1131 deluxe sedan
2025.04110.087.0267217.5702peugeot 504
2124.04107.090.0243014.5702audi 100 ls
2225.04104.095.0237517.5702saab 99e
2326.04121.0113.0223412.5702bmw 2002
2421.06199.090.0264815.0701amc gremlin
2510.08360.0215.0461514.0701ford f250
2610.08307.0200.0437615.0701chevy c20
2711.08318.0210.0438213.5701dodge d200
289.08304.0193.0473218.5701hi 1200d
2927.0497.088.0213014.5713datsun pl510
..............................
36728.04112.088.0260519.6821chevrolet cavalier
36827.04112.088.0264018.6821chevrolet cavalier wagon
36934.04112.088.0239518.0821chevrolet cavalier 2-door
37031.04112.085.0257516.2821pontiac j2000 se hatchback
37129.04135.084.0252516.0821dodge aries se
37227.04151.090.0273518.0821pontiac phoenix
37324.04140.092.0286516.4821ford fairmont futura
37436.04105.074.0198015.3822volkswagen rabbit l
37537.0491.068.0202518.2823mazda glc custom l
37631.0491.068.0197017.6823mazda glc custom
37738.04105.063.0212514.7821plymouth horizon miser
37836.0498.070.0212517.3821mercury lynx l
37936.04120.088.0216014.5823nissan stanza xe
38036.04107.075.0220514.5823honda accord
38134.04108.070.0224516.9823toyota corolla
38238.0491.067.0196515.0823honda civic
38332.0491.067.0196515.7823honda civic (auto)
38438.0491.067.0199516.2823datsun 310 gx
38525.06181.0110.0294516.4821buick century limited
38638.06262.085.0301517.0821oldsmobile cutlass ciera (diesel)
38726.04156.092.0258514.5821chrysler lebaron medallion
38822.06232.0112.0283514.7821ford granada l
38932.04144.096.0266513.9823toyota celica gt
39036.04135.084.0237013.0821dodge charger 2.2
39127.04151.090.0295017.3821chevrolet camaro
39227.04140.086.0279015.6821ford mustang gl
39344.0497.052.0213024.6822vw pickup
39432.04135.084.0229511.6821dodge rampage
39528.04120.079.0262518.6821ford ranger
39631.04119.082.0272019.4821chevy s-10
\n", + "

397 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " mpg cylinders displacement horsepower weight acceleration year \\\n", + "0 18.0 8 307.0 130.0 3504 12.0 70 \n", + "1 15.0 8 350.0 165.0 3693 11.5 70 \n", + "2 18.0 8 318.0 150.0 3436 11.0 70 \n", + "3 16.0 8 304.0 150.0 3433 12.0 70 \n", + "4 17.0 8 302.0 140.0 3449 10.5 70 \n", + "5 15.0 8 429.0 198.0 4341 10.0 70 \n", + "6 14.0 8 454.0 220.0 4354 9.0 70 \n", + "7 14.0 8 440.0 215.0 4312 8.5 70 \n", + "8 14.0 8 455.0 225.0 4425 10.0 70 \n", + "9 15.0 8 390.0 190.0 3850 8.5 70 \n", + "10 15.0 8 383.0 170.0 3563 10.0 70 \n", + "11 14.0 8 340.0 160.0 3609 8.0 70 \n", + "12 15.0 8 400.0 150.0 3761 9.5 70 \n", + "13 14.0 8 455.0 225.0 3086 10.0 70 \n", + "14 24.0 4 113.0 95.0 2372 15.0 70 \n", + "15 22.0 6 198.0 95.0 2833 15.5 70 \n", + "16 18.0 6 199.0 97.0 2774 15.5 70 \n", + "17 21.0 6 200.0 85.0 2587 16.0 70 \n", + "18 27.0 4 97.0 88.0 2130 14.5 70 \n", + "19 26.0 4 97.0 46.0 1835 20.5 70 \n", + "20 25.0 4 110.0 87.0 2672 17.5 70 \n", + "21 24.0 4 107.0 90.0 2430 14.5 70 \n", + "22 25.0 4 104.0 95.0 2375 17.5 70 \n", + "23 26.0 4 121.0 113.0 2234 12.5 70 \n", + "24 21.0 6 199.0 90.0 2648 15.0 70 \n", + "25 10.0 8 360.0 215.0 4615 14.0 70 \n", + "26 10.0 8 307.0 200.0 4376 15.0 70 \n", + "27 11.0 8 318.0 210.0 4382 13.5 70 \n", + "28 9.0 8 304.0 193.0 4732 18.5 70 \n", + "29 27.0 4 97.0 88.0 2130 14.5 71 \n", + ".. ... ... ... ... ... ... ... \n", + "367 28.0 4 112.0 88.0 2605 19.6 82 \n", + "368 27.0 4 112.0 88.0 2640 18.6 82 \n", + "369 34.0 4 112.0 88.0 2395 18.0 82 \n", + "370 31.0 4 112.0 85.0 2575 16.2 82 \n", + "371 29.0 4 135.0 84.0 2525 16.0 82 \n", + "372 27.0 4 151.0 90.0 2735 18.0 82 \n", + "373 24.0 4 140.0 92.0 2865 16.4 82 \n", + "374 36.0 4 105.0 74.0 1980 15.3 82 \n", + "375 37.0 4 91.0 68.0 2025 18.2 82 \n", + "376 31.0 4 91.0 68.0 1970 17.6 82 \n", + "377 38.0 4 105.0 63.0 2125 14.7 82 \n", + "378 36.0 4 98.0 70.0 2125 17.3 82 \n", + "379 36.0 4 120.0 88.0 2160 14.5 82 \n", + "380 36.0 4 107.0 75.0 2205 14.5 82 \n", + "381 34.0 4 108.0 70.0 2245 16.9 82 \n", + "382 38.0 4 91.0 67.0 1965 15.0 82 \n", + "383 32.0 4 91.0 67.0 1965 15.7 82 \n", + "384 38.0 4 91.0 67.0 1995 16.2 82 \n", + "385 25.0 6 181.0 110.0 2945 16.4 82 \n", + "386 38.0 6 262.0 85.0 3015 17.0 82 \n", + "387 26.0 4 156.0 92.0 2585 14.5 82 \n", + "388 22.0 6 232.0 112.0 2835 14.7 82 \n", + "389 32.0 4 144.0 96.0 2665 13.9 82 \n", + "390 36.0 4 135.0 84.0 2370 13.0 82 \n", + "391 27.0 4 151.0 90.0 2950 17.3 82 \n", + "392 27.0 4 140.0 86.0 2790 15.6 82 \n", + "393 44.0 4 97.0 52.0 2130 24.6 82 \n", + "394 32.0 4 135.0 84.0 2295 11.6 82 \n", + "395 28.0 4 120.0 79.0 2625 18.6 82 \n", + "396 31.0 4 119.0 82.0 2720 19.4 82 \n", + "\n", + " origin name \n", + "0 1 chevrolet chevelle malibu \n", + "1 1 buick skylark 320 \n", + "2 1 plymouth satellite \n", + "3 1 amc rebel sst \n", + "4 1 ford torino \n", + "5 1 ford galaxie 500 \n", + "6 1 chevrolet impala \n", + "7 1 plymouth fury iii \n", + "8 1 pontiac catalina \n", + "9 1 amc ambassador dpl \n", + "10 1 dodge challenger se \n", + "11 1 plymouth 'cuda 340 \n", + "12 1 chevrolet monte carlo \n", + "13 1 buick estate wagon (sw) \n", + "14 3 toyota corona mark ii \n", + "15 1 plymouth duster \n", + "16 1 amc hornet \n", + "17 1 ford maverick \n", + "18 3 datsun pl510 \n", + "19 2 volkswagen 1131 deluxe sedan \n", + "20 2 peugeot 504 \n", + "21 2 audi 100 ls \n", + "22 2 saab 99e \n", + "23 2 bmw 2002 \n", + "24 1 amc gremlin \n", + "25 1 ford f250 \n", + "26 1 chevy c20 \n", + "27 1 dodge d200 \n", + "28 1 hi 1200d \n", + "29 3 datsun pl510 \n", + ".. ... ... \n", + "367 1 chevrolet cavalier \n", + "368 1 chevrolet cavalier wagon \n", + "369 1 chevrolet cavalier 2-door \n", + "370 1 pontiac j2000 se hatchback \n", + "371 1 dodge aries se \n", + "372 1 pontiac phoenix \n", + "373 1 ford fairmont futura \n", + "374 2 volkswagen rabbit l \n", + "375 3 mazda glc custom l \n", + "376 3 mazda glc custom \n", + "377 1 plymouth horizon miser \n", + "378 1 mercury lynx l \n", + "379 3 nissan stanza xe \n", + "380 3 honda accord \n", + "381 3 toyota corolla \n", + "382 3 honda civic \n", + "383 3 honda civic (auto) \n", + "384 3 datsun 310 gx \n", + "385 1 buick century limited \n", + "386 1 oldsmobile cutlass ciera (diesel) \n", + "387 1 chrysler lebaron medallion \n", + "388 1 ford granada l \n", + "389 3 toyota celica gt \n", + "390 1 dodge charger 2.2 \n", + "391 1 chevrolet camaro \n", + "392 1 ford mustang gl \n", + "393 2 vw pickup \n", + "394 1 dodge rampage \n", + "395 1 ford ranger \n", + "396 1 chevy s-10 \n", + "\n", + "[397 rows x 9 columns]" + ] + }, + "execution_count": 210, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "### Loading data ###\n", + "\n", + "#Pandas dataframe\n", + "fname = 'C:/Users/Tingi/Downloads/Auto.csv'\n", + "df = pd.read_csv(fname)\n", + "\n", + "#Replace errors\n", + "df['horsepower']=pd.to_numeric(df['horsepower'], errors='coerce') #set string '?' to nan\n", + "\n", + "#Print entire dataframe (df)\n", + "df\n" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "RangeIndex(start=0, stop=397, step=1)" + ] + }, + "execution_count": 199, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Index used for rows\n", + "df.index" + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "mpg 18\n", + "cylinders 8\n", + "displacement 307\n", + "horsepower 130\n", + "weight 3504\n", + "acceleration 12\n", + "year 70\n", + "origin 1\n", + "name chevrolet chevelle malibu\n", + "Name: 0, dtype: object" + ] + }, + "execution_count": 200, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Select first row, using iloc function\n", + "df.iloc[0]\n", + "#or df.iloc[df.index[0]] in case of a different index" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 130\n", + "1 165\n", + "2 150\n", + "3 150\n", + "4 140\n", + "5 198\n", + "6 220\n", + "7 215\n", + "8 225\n", + "9 190\n", + "10 170\n", + "11 160\n", + "12 150\n", + "13 225\n", + "14 95\n", + "15 95\n", + "16 97\n", + "17 85\n", + "18 88\n", + "19 46\n", + "20 87\n", + "21 90\n", + "22 95\n", + "23 113\n", + "24 90\n", + "25 215\n", + "26 200\n", + "27 210\n", + "28 193\n", + "29 88\n", + " ... \n", + "367 88\n", + "368 88\n", + "369 88\n", + "370 85\n", + "371 84\n", + "372 90\n", + "373 92\n", + "374 74\n", + "375 68\n", + "376 68\n", + "377 63\n", + "378 70\n", + "379 88\n", + "380 75\n", + "381 70\n", + "382 67\n", + "383 67\n", + "384 67\n", + "385 110\n", + "386 85\n", + "387 92\n", + "388 112\n", + "389 96\n", + "390 84\n", + "391 90\n", + "392 86\n", + "393 52\n", + "394 84\n", + "395 79\n", + "396 82\n", + "Name: horsepower, Length: 397, dtype: object" + ] + }, + "execution_count": 202, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Select one column by name\n", + "df['horsepower']" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'130'" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Select one single cell by name\n", + "df.iloc[0]['horsepower']" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'130'" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Select one single cell by index\n", + "df.iloc[0][3]" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "mpg float64\n", + "cylinders int64\n", + "displacement float64\n", + "horsepower float64\n", + "weight int64\n", + "acceleration float64\n", + "year int64\n", + "origin int64\n", + "name object\n", + "dtype: object" + ] + }, + "execution_count": 215, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Excercise 8a\n", + "df.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Range mpg : min= 9.0 max= 46.6\n", + "Range cylinders : min= 3 max= 8\n", + "Range displacement : min= 68.0 max= 455.0\n", + "Range weight : min= 1613 max= 5140\n", + "Range acceleration : min= 8.0 max= 24.8\n", + "Range year : min= 70 max= 82\n", + "Range origin : min= 1 max= 3\n" + ] + } + ], + "source": [ + "#Excercise 8b\n", + "for col in df.select_dtypes(include=['int64','float64']):\n", + " print('Range',col,': min=',min(df[col]),'max=',max(df[col]))" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mpg : mean= 23.5 std= 7.8\n", + "cylinders : mean= 5.5 std= 1.7\n", + "displacement : mean= 193.5 std= 104.2\n", + "horsepower : mean= 104.5 std= 38.4\n", + "weight : mean= 2970.3 std= 846.8\n", + "acceleration : mean= 15.6 std= 2.7\n", + "year : mean= 76.0 std= 3.7\n", + "origin : mean= 1.6 std= 0.8\n" + ] + } + ], + "source": [ + "#Excercise 8c\n", + "for col in df.select_dtypes(include=['int64','float64']):\n", + " print(col,': mean=',round(np.mean(df[col]),1),'std=',round(np.std(df[col]),1))" + ] + }, + { + "cell_type": "code", + "execution_count": 213, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mpg : old mean= 23.5 new mean= 24.4\n", + "cylinders : old mean= 5.5 new mean= 5.4\n", + "displacement : old mean= 193.5 new mean= 187.7\n", + "horsepower : old mean= 104.5 new mean= 101.2\n", + "weight : old mean= 2970.3 new mean= 2936.8\n", + "acceleration : old mean= 15.6 new mean= 15.7\n", + "year : old mean= 76.0 new mean= 77.1\n", + "origin : old mean= 1.6 new mean= 1.6\n" + ] + } + ], + "source": [ + "#Excercise 8d\n", + "df_new = df.copy()\n", + "df_new = df_new.drop(range(10,85))\n", + "for col in df.select_dtypes(include=['int64','float64']):\n", + " print(col,': old mean=',round(np.mean(df[col]),1),'new mean=',round(np.mean(df_new[col]),1))" + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Excercise 8e\n", + "f, axarr = plt.subplots(5,5,figsize=(18,18))\n", + "\n", + "col_to_use = ['mpg','displacement','horsepower','weight','acceleration']\n", + "c_row = 0\n", + "for row in df[col_to_use]:\n", + " c_col = 0\n", + " for col in df[col_to_use]:\n", + " var1 = df[row]\n", + " var2 = df[col]\n", + " axarr[c_row,c_col].scatter(var1,var2)\n", + " axarr[c_row,c_col].set_xlabel(col)\n", + " axarr[c_row,c_col].set_ylabel(row)\n", + " c_col += 1\n", + " c_row += 1\n", + "f.subplots_adjust(hspace=0.3, wspace=0.3)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}