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["IPAddress","RecordedDate","LocationLatitude","LocationLongitude","SAT/ACT","Ind SAT","Ind Percentile","Grades","Gender","Birth month","Birth day","Birth year","Hispanic","Race","FRPL eligible","FRPL years","Income category","Low-income","High-income","Mother college","Father college","In college","Graduate","Transfer","Year attend college","Zipcode","Number colleges applied","App1","Zip app1","Dist app1","SAT app1","SAT app1 perc","Diff app1","App 2","Zip app2","Dist app2","SAT app2","SAT app2 perc","Diff app2","App 3","Zip app3","Dist app3","SAT app3","SAT app3 perc","Diff app3","App 4","Zip app4","Dist app3","SAT app4","SAT app4 perc","Diff app4","App5","Zip app5","Dist app5","SAT app5","SAT app5 perc","Diff app5","Early decision","Admit1","Dist admit1","Diff admit1","Admit2","Dist admit2","Diff admit2","Admit 3","Dist admit3","Diff admit3","Admit4","Dist admit4","Diff admit4","Admit5","Dist admit5","Diff admit5","Attend","Dist attend","Diff attend","Number visit","Factors","App elite","Not admit elite","Not afford elite","Close home elite","Rigor elite","Other elite","Near fam close","Near friends close","Job close","Boyfriend close","Other close","Parents influence","Other fam influence","Friends influence","HS counselor influence","Private couselor influence","Commute","Dist importance","Fathest distance","Pell Grant","Need-based aid","Merit aid","Grants","Loans","Work","Importance aid","Good choice","Satisfied other","Other college 1","Other college 2","Other college 3","Other college 4"]
["136.165.36.129",41304.362372685187,38.188995361327997,-85.676803588867003,"SAT",1050,57,"Half A's and half B's","Female",12,4,1992,"No","Black or African American (including Africa and Caribbean)","Yes",5,2,0,0,"No","No","No","Yes","Yes",2010,"47130",5,"Kentucky State University","40601",60.422755886789993,785.5,15,-42,"University Of Southern Indiana","47712",131.15592392924998,1000,49,-8,"Indiana University-Bloomington","47405",100.66896786308999,1175,77,20,"University Of Kentucky","40506",83.694971065859988,1115,69,12,"Tennessee State University","37209",194.84522816186998,868,26,-31,"No","Kentucky State University",60.422755886789993,-42,"University Of Southern Indiana",131.15592392924998,-8,"Indiana University-Bloomington",100.66896786308999,20,"University Of Kentucky",83.694971065859988,12,"Tennessee State University",194.84522816186998,-31,"Kentucky State University",60.422755886789993,-42,3,"dorms, tuition","No","Strongly agree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Neither agree nor disagree","Strongly disagree","Strongly disagree",".","Moderate influence","Moderate influence","No influence","No influence","No influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes","Indiana University-Southeast",".",".","."]
["68.33.91.19",41298.298136574071,39.278396606445,-76.556999206542997,"SAT",1200,79,"Half A's and half B's","Male",8,17,1992,"No","Black or African American (including Africa and Caribbean)","Yes",7,2,0,0,"No","No","No","Yes","Yes",2010,"21236",5,"Morgan State University","21251",8.9433955376699998,900,31,-48,"Towson University","21252",8.7520132111499986,1080,62,-17,"University of Maryland-College Park","20742",45.509225955599995,1310,90,11,"Syracuse University","13244",330.13762010295,1155,74,-5,"North Carolina A & T State University","27411",358.45288386005996,900,31,-48,"No","Morgan State University",8.9433955376699998,-48,"Towson University",8.7520132111499986,-17,".",45.509225955599995,".",".",330.13762010295,".","North Carolina A & T State University",358.45288386005996,-48,"Morgan State University",8.9433955376699998,-48,5,"I was mostly focused on the journalism programs of the schools I was looking at. Also I wanted to go to a school that was somewhat farther away from where I grew up.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Moderate influence","Strong influence","Commute","Very important","3+ hours drive","Yes","Yes","No","Yes","No","Yes","Very important","Yes","Yes","Towson University",".",".","."]
["75.88.126.42",41300.293912037036,38.004699707031001,-84.533401489257997,"ACT",1030,54,"Mostly A's","Male",1,3,1992,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","No","Yes","No",2010,"40517",5,"Berea College","40404",37.214541940289998,1131.5,70,16,"Miami University-Oxford","45056",129.66152621729998,1225,83,29,"Morehead State University","40351",74.862179600009995,995,49,-5,"University of Cincinnati-Main Campus","45221",94.686406045769999,1130,70,16,"University Of The Cumberlands","40769",100.60931622884999,955,42,-12,"Yes","Berea College",37.214541940289998,16,"Miami University-Oxford",129.66152621729998,29,"Morehead State University",74.862179600009995,-5,"University of Cincinnati-Main Campus",94.686406045769999,16,"University Of The Cumberlands",100.60931622884999,-12,"Berea College",37.214541940289998,16,"10+","MONEY, PROGRAMS I WANTED, REVIEWS FROM STUDENTS I KNEW THAT WENT THERE","No","Strongly disagree","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","NO",".",".",".",".",".","Very strong influence","Minimal influence","Very strong influence","Strong influence",".","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","No","Yes","Very important","Yes","Yes",".",".",".","."]
["68.201.81.201",41297.426550925928,26.178802490233998,-98.359497070312003,"Both",1250,85,"Half A's and half B's","Male",3,11,1994,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","Yes",2012,"78572",6,"Texas State University","78666",295.43466051263999,1035,56,-29,"The University of Texas Rio Grande Valley","78539",20.541288799019998,950,40,-45,"South Texas College","78502",15.597659611379999,"Nonsel","Nonsel",-35,"Texas A & M University-Kingsville","78363",120.22973292428999,900,31,-54,"Texas A & M University-Corpus Christi","78412",167.18302552544998,965,43,-42,"No","Texas State University",295.43466051263999,-29,"The University of Texas Rio Grande Valley",20.541288799019998,-45,"South Texas College",15.597659611379999,-35,"Texas A & M University-Kingsville",120.22973292428999,-54,"Texas A & M University-Corpus Christi",167.18302552544998,-42,"Texas State University",295.43466051263999,-29,3,"I wanted to move away from home, this was the deciding factor.","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","No it was mostly about not thinking i would have been admitted and the price of an ivy league school was out of the question.",".",".",".",".",".","Minimal influence","Moderate influence","Moderate influence","Moderate influence","Strong influence","Commute","Very important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes","South Texas College",".",".","."]
["70.43.128.50",41300.406446759262,38.625305175781001,-90.269401550292997,"SAT",1360,94,"Mostly A's","Male",9,16,1995,"No","White (including Middle Eastern)","Yes",6,2,0,0,"No","No","Yes",".","No",2013,"03079",10,"Brandeis University","02454",32.99729567376,1350,93,-1,"Saint Louis University","63103",1210.55908058514,1200,79,-15,"Clark University","01610",58.210053079199994,1217,82,-12,"University of New Hampshire-Main Campus","03824",44.801484170189994,1100,65,-29,"Southern New Hampshire University","03106",29.887332867809999,965,43,-51,"No","Brandeis University",32.99729567376,-1,"Saint Louis University",1210.55908058514,-15,"Clark University",58.210053079199994,-12,"University of New Hampshire-Main Campus",44.801484170189994,-29,"Southern New Hampshire University",29.887332867809999,-51,"Saint Louis University",1210.55908058514,-15,2,"I wanted something that had a good school and that was far from home. ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Strong influence","No influence","No influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["24.190.100.94",41296.583877314813,40.761795043945,-73.329299926757997,"Both",1310,90,"Half A's and half B's","Male",1,14,1998,"Yes","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2016,"11729",6,"Vassar College","12604",109.3489020162,1390,95,5,"Princeton University","08544",93.905342459939988,1505,99,9,"New York University","10012",43.902360058259994,1355,94,4,"CUNY Bernard M Baruch College","10010",42.938613342569994,1225,83,-7,"Farmingdale State College","11735",9.2578093598099986,965,43,-47,"No","Vassar College",109.3489020162,5,".",93.905342459939988,".",".",43.902360058259994,".","CUNY Bernard M Baruch College",42.938613342569994,-7,"Farmingdale State College",9.2578093598099986,-47,"Vassar College",109.3489020162,5,2,"Liberal minds","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","No influence","Minimal influence",".","Live on/near campus","Very important","1-3 hours drive","No","Yes","No","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["67.166.141.243",41300.776597222219,38.568893432617003,-121.43830108643,"SAT",1300,89,"Half A's and half B's","Male",9,14,1995,"Yes","Black or African American (including Africa and Caribbean)","No",".",4,0,0,"No","No","Yes",".","No",2014,"95819",5,"California State University-Sacramento","95819",0,950,40,-49,"Long Beach City College","90808",409.59918925133996,"Nonsel","Nonsel",-39,"California State University-East Bay","94542",103.60308262226999,910,33,-56,"San Jose State University","95192",122.66550798908999,1030,54,-35,"California State University-Monterey Bay","93955",185.49794135069999,970,43,-46,"No","California State University-Sacramento",0,-49,"Long Beach City College",409.59918925133996,-39,"California State University-East Bay",103.60308262226999,-56,"San Jose State University",122.66550798908999,-35,"California State University-Monterey Bay",185.49794135069999,-46,"California State University-Sacramento",0,-49,5,"Location and impaction of my major","No","Somewhat disagree","Strongly agree","Somewhat agree","Strongly disagree","None","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat disagree","None","Strong influence","Minimal influence","Moderate influence","No influence","No influence","Commute","Very important","flying distance/distance was not a concern","No","Yes","No","Yes","No","Yes","Extremely important","Yes","Yes",".",".",".","."]
["96.242.91.30",41303.294930555552,40.981597900391002,-74.113800048827997,"SAT",1060,59,"Mostly B's","Male",6,13,1993,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","Yes",".","Yes",2013,"07652",5,"Rutgers University-New Brunswick","08901",48.320309219159995,1210,81,22,"Northeastern University","02115",214.49857753037998,1390,95,36,"William Paterson University of New Jersey","07470",19.095979411079998,1010,50,-9,"University of Pittsburgh-Pittsburgh Campus","15260",366.02056358306999,1255,86,27,"Montclair State University","07043",13.743487980419999,970,43,-16,"No","Rutgers University-New Brunswick",48.320309219159995,22,"Northeastern University",214.49857753037998,36,"William Paterson University of New Jersey",19.095979411079998,-9,".",366.02056358306999,".","Montclair State University",13.743487980419999,-16,"Northeastern University",214.49857753037998,36,3,"Best Fit   Academically  and location ","No","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","Somewhat agree","no",".",".",".",".",".","Moderate influence","Moderate influence","Strong influence","Moderate influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Not at all important","Yes","Yes","Rutgers University-New Brunswick",".",".","."]
["209.136.123.169",41303.468912037039,30.137496948241999,-93.452903747559006,"ACT",1300,89,"Mostly A's","Male",2,14,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2010,"70663",5,"Louisiana State University and Agricultural & Mechanical College","70803",141.70804947783,1135,71,-18,"Texas A & M University-College Station","77843",230.76793939814999,1180,77,-12,"Texas State University","78666",306.44908622657999,1035,56,-33,"Mcneese State University","70605",19.169922582689999,1025,54,-35,"Northwestern State University of Louisiana","71497",119.88238642907999,970.5,43,-46,"No",".",141.70804947783,".",".",230.76793939814999,".",".",306.44908622657999,".","Mcneese State University",19.169922582689999,-35,".",119.88238642907999,".","Mcneese State University",19.169922582689999,-35,4,"Good Programs\nAffordable\nThis was due to the situation I was in at the time.","No","Neither agree nor disagree","Somewhat agree","Somewhat agree","Somewhat disagree","I may have not enjoyed what I was doing either.","Somewhat agree","Strongly agree","Neither agree nor disagree","Somewhat disagree","I also didn't know anyone going further off.","Moderate influence","Moderate influence","Moderate influence","Minimal influence","Minimal influence","Commute","Very important","1-3 hours drive","No","No","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["76.178.145.36",41297.430914351855,46.732192993163999,-117.24549865723,"Both",1480,98,"Mostly A's","Male",12,17,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2012,"98021",6,"Washington State University","99164",294.98603051345998,1030,54,-44,"Stanford University","94305",858.29629651985999,1475,98,0,"Princeton University","08544",2860.0205943708297,1505,99,1,"The University of Montana","59812",484.61422616408998,1090,64,-34,"Holy Cross College","46556",2163.9201982054797,975,45,-53,"No","Washington State University",294.98603051345998,-44,"Stanford University",858.29629651985999,0,"Princeton University",2860.0205943708297,1,"The University of Montana",484.61422616408998,-34,"Holy Cross College",2163.9201982054797,-53,"Washington State University",294.98603051345998,-44,7,"Football scholarship","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","Yes","No",".",".",".","."]
["173.62.195.251",41303.479155092595,39.97590637207,-75.364601135254006,"Both",1410,96,"Half A's and half B's","Male",9,22,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2013,"15206",5,"Temple University","19122",303.43357184151,1120,69,-27,"Ohio State University-Main Campus","43210",198.84685862546999,1265,87,-9,"Pennsylvania State University-Main Campus","16802",134.57719370139,1195,79,-17,"Lehigh University","18015",286.16939469854998,1315,91,-5,"Indiana University of Pennsylvania-Main Campus","15705",62.89457048061,980,45,-51,"No","Temple University",303.43357184151,-27,"Ohio State University-Main Campus",198.84685862546999,-9,"Pennsylvania State University-Main Campus",134.57719370139,-17,"Lehigh University",286.16939469854998,-5,"Indiana University of Pennsylvania-Main Campus",62.89457048061,-51,"Ohio State University-Main Campus",198.84685862546999,-9,4,"Career options and extracurriculars because I'm going to college to get a job and to live and meet new people.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","Minimal influence",".","Live on/near campus","Very important","1-3 hours drive","Unsure","Yes","Unsure","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["139.78.10.88",41303.351724537039,36.093704223632997,-96.987503051757997,"Both",1260,86,"Half A's and half B's","Male",8,12,1998,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2016,"75070",5,"Oklahoma State University-Main Campus","74078",237.35571675452999,1100,65,-21,"University of Oklahoma-Norman Campus","73019",177.25918074249,1155,74,-12,"Texas A & M University-College Station","77843",216.19367813669999,1180,77,-9,"University Of Houston","77204",275.90558538212997,1140,71,-15,"Stephen F Austin State University","75961",211.71856282631998,990,47,-39,"Yes","Oklahoma State University-Main Campus",237.35571675452999,-21,"University of Oklahoma-Norman Campus",177.25918074249,-12,"Texas A & M University-College Station",216.19367813669999,-9,"University Of Houston",275.90558538212997,-15,"Stephen F Austin State University",211.71856282631998,-39,"Oklahoma State University-Main Campus",237.35571675452999,-21,3,"Campus life, cost","No","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree","No",".",".",".",".",".","Very strong influence","No influence","Very strong influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["64.79.159.106",41300.335300925923,36.078094482422003,-115.21240234375,"Both",900,31,"Mostly B's","Female",8,21,1991,"Yes","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","Yes",2010,"77036",5,"University Of Houston","77204",14.265439780019999,1140,71,40,"Texas A & M University-College Station","77843",92.765126326289987,1180,77,46,"The University of Texas at Austin","78712",160.72014377826,1260,86,55,"Stephen F Austin State University","75961",162.35745686390999,990,47,16,"Sam Houston State University","77340",78.394053443969995,1005,50,19,"Yes","University Of Houston",14.265439780019999,40,".",92.765126326289987,".",".",160.72014377826,".","Stephen F Austin State University",162.35745686390999,16,".",78.394053443969995,".","University Of Houston",14.265439780019999,40,2,"Cost was a factor because I could live at home while attending University of Houston instead of paying to live in dorms.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Unsure","Yes","No","Yes","Yes","No","Extremely important","Yes","No","Houston Community College",".",".","."]
["73.7.38.181",41303.411608796298,33.920303344727003,-84.61799621582,"Both",1150,73,"Half A's and half B's","Male",11,10,1994,"No","Black or African American (including Africa and Caribbean)","Yes",2,2,0,0,"Yes","Yes","No","Yes","No",2012,"30064",7,"Embry-Riddle Aeronautical University-Daytona Beach","32114",460.16761943591996,1105,67,-6,"Rutgers University-New Brunswick","08901",845.78871583634998,1210,81,8,"Rochester Institute Of Technology","14623",944.19775668140994,1215,82,9,"Florida Institute Of Technology","32901",533.99397326219992,1145,73,0,"Morehouse College","30314",24.106095316049998,1005,50,-23,"No","Embry-Riddle Aeronautical University-Daytona Beach",460.16761943591996,-6,"Rutgers University-New Brunswick",845.78871583634998,8,"Rochester Institute Of Technology",944.19775668140994,9,"Florida Institute Of Technology",533.99397326219992,0,"Morehouse College",24.106095316049998,-23,"Rochester Institute Of Technology",944.19775668140994,9,2,"Cost & Degree Notoriety because those are the two most important factors for receiving a degree and defining your life after you receive the degree.","No","Strongly agree","Somewhat disagree","Strongly disagree","Somewhat disagree",".",".",".",".",".",".","Very strong influence","Very strong influence","Moderate influence","Moderate influence",".","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["69.113.193.128",41300.317187499997,40.653900146483998,-73.608200073242003,"Both",1450,97,"Half A's and half B's","Female",4,15,1996,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","No",2014,"11510",8,"Stony Brook University","11794",43.360524380579996,1250,85,-12,"SUNY at Binghamton","13850",218.56918019606999,1302.5,89,-8,"New York University","10012",31.317729347189999,1355,94,-3,"Pennsylvania State University-Main Campus","16802",267.20763146450997,1195,79,-18,"School of Visual Arts","10010",30.353982631499999,1015,52,-45,"No","Stony Brook University",43.360524380579996,-12,"SUNY at Binghamton",218.56918019606999,-8,"New York University",31.317729347189999,-3,"Pennsylvania State University-Main Campus",267.20763146450997,-18,"School of Visual Arts",30.353982631499999,-45,"Stony Brook University",43.360524380579996,-12,1,"Money; I went where I could afford.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Not at all important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","No","Extremely important","No","Yes",".",".",".","."]
["23.118.240.47",41303.875092592592,26.453903198241999,-80.188201904297003,"SAT",1150,73,"Mostly B's","Male",4,26,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","Yes",2009,"33331",5,"University Of Central Florida","32816",216.64044402230999,1180,77,4,"University of South Florida-Main Campus","33620",256.00990124952,1170,76,3,"University Of Florida","32611",321.00594909470999,1265,87,14,"Florida State University","32306",468.21375497522996,1195,79,6,"Florida Gulf Coast University","33965",113.11192594283999,1020,52,-21,"No",".",216.64044402230999,".",".",256.00990124952,".",".",321.00594909470999,".",".",468.21375497522996,".","Florida Gulf Coast University",113.11192594283999,-21,"Florida Gulf Coast University",113.11192594283999,-21,5,"Area, condition of the school, programs offered, where my friends were going. ","No","Strongly agree","Somewhat disagree","Somewhat agree","Somewhat disagree","No","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","No","Moderate influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","No","No","No","Moderately important","Yes","Yes","University of Central Florida","Florida Atlantic University",".","."]
["72.241.59.210",41296.624282407407,41.572998046875,-83.76439666748,"ACT",1420,96,"Mostly A's","Female",2,22,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2009,"49701",5,"Ferris State University","49307",184.44658129721998,1010,50,-46,"Lake Superior State University","49783",60.929794777829997,1055,59,-37,"Grand Valley State University","49401",254.67271044863998,1085,64,-32,"Central Michigan University","48859",162.08716039626,990.5,47,-49,"Western Michigan University","49008",288.37215556709998,1030,54,-42,"No","Ferris State University",184.44658129721998,-46,"Lake Superior State University",60.929794777829997,-37,"Grand Valley State University",254.67271044863998,-32,"Central Michigan University",162.08716039626,-49,"Western Michigan University",288.37215556709998,-42,"Ferris State University",184.44658129721998,-46,2,"The programs they offered.","No","Somewhat disagree","Somewhat agree","Strongly agree","Somewhat disagree",".","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree",".","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["68.188.183.194",41298.516331018516,43.705307006836001,-84.237701416015994,"SAT",1200,79,"Mostly A's","Male",9,18,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2012,"48640",7,"University of Michigan-Ann Arbor","48109",120.51867052764,1380,95,16,"Michigan State University","48824",75.117563159100001,1120,69,-10,"Ohio State University-Main Campus","43210",305.11748776640997,1265,87,8,"Eastern Michigan University","48197",130.23940142399999,1020,52,-27,"Northern Michigan University","49855",340.80221383691998,1030,54,-25,"No",".",120.51867052764,".","Michigan State University",75.117563159100001,-10,".",305.11748776640997,".",".",130.23940142399999,".",".",340.80221383691998,".","Michigan State University",75.117563159100001,-10,7,"I wanted to go to one of the big 2 in Michigan and got in just as I wanted.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Very strong influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["24.194.78.21",41297.269502314812,42.472793579102003,-73.274398803710994,"Both",1580,99,"Mostly A's","Female",11,13,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"Yes","No","No","Yes","Yes",2010,"01201",6,"SUNY at Albany","12222",41.738745574679996,1100,65,-34,"Sage College","92557",2825.07530001642,"Nonsel","Nonsel",-49,"The College of Saint Rose","12203",43.750745487899998,1033,54,-45,"University of Massachusetts-Amherst","01003",54.511651756319999,1210,81,-18,"Massachusetts College Of Liberal Arts","01247",26.793525712799998,1030,54,-45,"No","SUNY at Albany",41.738745574679996,-34,"Sage College",2825.07530001642,-49,"The College of Saint Rose",43.750745487899998,-45,"University of Massachusetts-Amherst",54.511651756319999,-18,"Massachusetts College Of Liberal Arts",26.793525712799998,-45,"Massachusetts College Of Liberal Arts",26.793525712799998,-45,3,"I wanted a school that wasn't too large so I wouldn't be one of 300 in a class.","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","I don't really care that much to have a degree from a prestigious college.","Strongly agree","Somewhat agree","Strongly agree","Somewhat agree",".","Strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Berkshire Community College",".",".","."]
["66.87.77.8",41298.388055555559,41.996795654297003,-87.756202697754006,"SAT",1360,94,"Half A's and half B's","Male",10,29,1992,"No","White (including Middle Eastern)","Yes",4,4,0,0,"Yes","No","Yes",".","Yes",2010,"54901",5,"University Of Wisconsin-Oshkosh","54901",0,1030,54,-40,"University Of Wisconsin-Whitewater","53190",101.88126305477999,1060,59,-35,"University Of Wisconsin-Eau Claire","54702",199.10410629812998,1110,67,-27,"Fox Valley Technical College","54912",20.443112150999998,"Nonsel","Nonsel",-44,"University Of Wisconsin-Milwaukee","53201",92.381118930869988,1030,54,-40,"No",".",0,".","University Of Wisconsin-Whitewater",101.88126305477999,-35,".",199.10410629812998,".","Fox Valley Technical College",20.443112150999998,-44,"University Of Wisconsin-Milwaukee",92.381118930869988,-40,"University Of Wisconsin-Milwaukee",92.381118930869988,-40,3,"Strength of Computer Science department, strength of student life, strength of city's culture and events. ","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Strongly agree",".",".",".",".",".",".","Strong influence","Moderate influence","Moderate influence","Strong influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Unsure","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Fox Valley Technical College","University of Wisconsin-Oshkosh",".","."]
["174.27.2.43",41298.665995370371,43.634002685547003,-116.32420349121,"Both",1450,97,"Mostly A's","Male",1,18,1996,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"Yes","Yes","Yes",".","No",2014,"83642",8,"University of Pennsylvania","19104",2446.8565986024601,1450,97,0,"Columbia University in the City of New York","10027",2483.7088811389799,1480,98,1,"Oregon State University","97331",437.78085820259997,1100,65,-32,"Reed College","97202",423.77515158,1375,95,-2,"Boise State University","83725",13.82115937917,1035,56,-41,"Yes",".",2446.8565986024601,".",".",2483.7088811389799,".","Oregon State University",437.78085820259997,-32,"Reed College",423.77515158,-2,"Boise State University",13.82115937917,-41,"Boise State University",13.82115937917,-41,1,"Money, I had to choose the cheapest becuase my family couldnt help pay","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["66.158.213.197",41303.78261574074,30.456298828125,-84.353996276855,"Both",1300,89,"Half A's and half B's","Male",6,4,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2015,"34104",5,"Florida State University","32306",430.38591967040998,1195,79,-10,"University Of Florida","32611",283.17811378989001,1265,87,-2,"University of Massachusetts-Amherst","01003",1430.33993460171,1210,81,-8,"Florida Gulf Coast University","33965",26.205708567059997,1020,52,-37,"Florida Atlantic University","33431",119.63880892259999,1045,57,-32,"No","Florida State University",430.38591967040998,-10,".",283.17811378989001,".","University of Massachusetts-Amherst",1430.33993460171,-8,"Florida Gulf Coast University",26.205708567059997,-37,"Florida Atlantic University",119.63880892259999,-32,"Florida State University",430.38591967040998,-10,3,"College town atmosphere, good school, sports, academics","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["73.68.118.10",41303.298425925925,42.334594726562003,-71.036201477050994,"SAT",1150,73,"Half B's and half C's","Male",10,3,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2011,"06037",5,"Pennsylvania State University-Main Campus","16802",325.24805020883997,1195,79,6,"Central Connecticut State University","06050",6.5498737137899994,1005,50,-23,"The University of Alabama","35487",1122.9507137646599,1125,70,-3,"Georgia State University","30303",964.79310477395995,1065,61,-12,"Florida Atlantic University","33431",1339.0300596023999,1045,57,-16,"Yes","Pennsylvania State University-Main Campus",325.24805020883997,6,"Central Connecticut State University",6.5498737137899994,-23,".",1122.9507137646599,".",".",964.79310477395995,".","Florida Atlantic University",1339.0300596023999,-16,"Pennsylvania State University-Main Campus",325.24805020883997,6,3,"What school had the best courses and also had a pretty good party scene","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Strong influence","Moderate influence","No influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["73.104.82.58",41298.506840277776,30.179595947266002,-81.518203735352003,"Both",900,31,"Half A's and half B's","Female",7,8,1995,"No","Black or African American (including Africa and Caribbean)","No",".",3,0,0,"Yes","Yes","No","No","Yes",2014,"32246",8,"Florida State University","32306",174.02307958496999,1195,79,48,"University Of Miami","33146",347.08676205257996,1325,92,61,"University Of Central Florida","32816",137.78533315535998,1180,77,46,"University Of North Florida","32224",6.6033116361299999,1155,74,43,"Nova Southeastern University","33314",320.70023446923,1070,61,30,"Yes","Florida State University",174.02307958496999,48,".",347.08676205257996,".",".",137.78533315535998,".",".",6.6033116361299999,".",".",320.70023446923,".","Florida State University",174.02307958496999,48,2,"Not that far from home and cost","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","no","Very strong influence","No influence","Strong influence","No influence","No influence","Commute","Extremely important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Very important","Yes","Yes","St.Thomas University ",".",".","."]
["75.65.207.226",41303.493321759262,32.553298950195,-92.193702697754006,"SAT",1540,99,"Mostly A's","Female",2,24,1995,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2014,"71291",5,"Tulane University of Louisiana","70118",289.10288808653996,1320,91,-8,"Louisiana Tech University","71272",34.271727984449996,1065,61,-38,"Louisiana State University Health Sciences Center-New Orleans","70112",290.18842355546997,1030,54,-45,"University of Louisiana at Lafayette","70503",198.34168384799997,1070,61,-38,"University Of New Orleans","70148",291.26091022941,1085,64,-35,"Yes","Tulane University of Louisiana",289.10288808653996,-8,"Louisiana Tech University",34.271727984449996,-38,"Louisiana State University Health Sciences Center-New Orleans",290.18842355546997,-45,".",198.34168384799997,".","University Of New Orleans",291.26091022941,-35,"Tulane University of Louisiana",289.10288808653996,-8,"10+","The one which accredited high.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Strong influence","Strong influence","Minimal influence","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["198.109.173.57",41297.261087962965,42.7626953125,-84.44270324707,"ACT",1260,86,"Half A's and half B's","Male",10,21,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","No",2016,"48873",6,"Central Michigan University","48859",45.981468059999997,990.5,47,-39,"Michigan State University","48824",35.809000308510001,1120,69,-17,"Alma College","48801",34.883778606599996,1055,59,-27,"Olivet College","49076",52.742607978389998,845,23,-63,"Grand Valley State University","49401",69.428288543459999,1085,64,-22,"No","Central Michigan University",45.981468059999997,-39,"Michigan State University",35.809000308510001,-17,"Alma College",34.883778606599996,-27,"Olivet College",52.742607978389998,-63,"Grand Valley State University",69.428288543459999,-22,"Central Michigan University",45.981468059999997,-39,4,"Location","No","Somewhat disagree","Somewhat disagree","Strongly disagree","Somewhat disagree","No",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["172.4.216.67",41299.657708333332,41.649993896483998,-83.674102783202997,"ACT",1190,78,"Half A's and half B's","Male",7,10,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2009,"44256",8,"Ohio State University-Main Campus","43210",109.67077229261999,1265,87,9,"Miami University-Oxford","45056",237.44519420588998,1225,83,5,"University of Dayton","45469",182.79808353015,1125,70,-8,"University of Akron Main Campus","44325",25.026346048439997,1060,59,-19,"Grand Valley State University","49401",322.32014916155998,1085,64,-14,"No","Ohio State University-Main Campus",109.67077229261999,9,"Miami University-Oxford",237.44519420588998,5,"University of Dayton",182.79808353015,-8,"University of Akron Main Campus",25.026346048439997,-19,"Grand Valley State University",322.32014916155998,-14,"Ohio State University-Main Campus",109.67077229261999,9,6,"Cost and what they had to offer for my future career. First, cost was very important especially when looking into private schools. Second, being in a city that offers several opportunities to get involved in internships or research was very important.","No","Somewhat disagree","Strongly agree","Somewhat agree","Somewhat disagree","Prestigious/Elitie colleges are littered with students who come from a very different background as myself. I did not want to be part of that for the next 4 years. I have several family members and family friends who graduated from elite colleges including those for medical and law school. The major factor of their admittance was based upon who you knew.","Somewhat agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","Instate tuition.","Strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["75.183.157.36",41299.786076388889,34.081405639647997,-81.149803161620994,"Both",1400,96,"Mostly A's","Male",5,7,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2009,"29212",5,"Clemson University","29634",121.60234188299999,1245,85,-11,"University of South Carolina-Columbia","29208",15.415597852709999,1195,79,-17,"University Of Georgia","30602",164.70437584854,1235,84,-12,"College Of Charleston","29424",123.75787854110999,1165,76,-20,"Citadel Military College of South Carolina","29409",122.46977606423999,1085,64,-32,"No","Clemson University",121.60234188299999,-11,"University of South Carolina-Columbia",15.415597852709999,-17,"University Of Georgia",164.70437584854,-12,"College Of Charleston",123.75787854110999,-20,"Citadel Military College of South Carolina",122.46977606423999,-32,"Clemson University",121.60234188299999,-11,3,"price, location-somewhere close to home but not at home, prestige-how well it is respected or thought of in the community","No","Neither agree nor disagree","Somewhat agree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Strongly agree","Somewhat disagree","Neither agree nor disagree",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["107.196.45.218",41299.668923611112,33.796005249022997,-118.29859924316,"SAT",1050,57,"Mostly B's","Male",7,24,1992,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas)","No",".",3,0,0,"No","No","No","Yes","No",2010,"90501",6,"California State University-Long Beach","90840",16.57880472039,1020,52,-5,".",".",".",".",".",".","Arizona State University-Tempe",".",".",1145,73,16,"University of California-Los Angeles","90095",21.674669849579999,1300,89,32,"San Diego State University","92182",118.30099675052999,1090,64,7,"No","California State University-Long Beach",16.57880472039,-5,".",".",".",".",".",".",".",21.674669849579999,".",".",118.30099675052999,".","California State University-Long Beach",16.57880472039,-5,".","Price - I did not qualify for finacial aide and did not want to rely on loans","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Strong influence","Minimal influence",".","Commute","Moderately important","flying distance/distance was not a concern","Yes","Unsure","Yes","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["173.18.244.80",41303.827604166669,41.486694335937997,-90.57250213623,"ACT",1420,96,"Half A's and half B's","Male",7,29,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2017,"61201",5,"Augustana College","61201",0,1076,62,-34,"University of Illinois at Urbana-Champaign","61820",186.09632180666998,1355,94,-2,"University of Chicago","60637",176.87144511993,1515,99,3,"Loyola University Chicago","60660",181.44660119189999,1155,74,-22,"Carthage College","53140",206.48102506580997,1095,65,-31,"Yes","Augustana College",".",-34,"University of Illinois at Urbana-Champaign",186.09632180666998,-2,"University of Chicago",176.87144511993,3,"Loyola University Chicago",181.44660119189999,-22,"Carthage College",206.48102506580997,-31,"Augustana College",".",-34,3,"Cost/financial aid","No","Somewhat disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Very strong influence","Strong influence","Moderate influence","Moderate influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["47.185.34.219",41298.393090277779,32.934600830077997,-97.25170135498,"ACT",1260,86,"Half A's and half B's","Female",8,7,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","Yes",2014,"76248",5,"University Of North Texas","76203",28.445751707009997,1105,67,-19,"Tarrant County College District","76102",17.780536601849999,"Nonsel","Nonsel",-36,"Pittsburg State University","66762",386.60659110776999,1010,50,-36,"Rice University","77005",279.15784219058997,1460,98,12,"Kansas State University","66506",480.90029056146,1095,65,-21,"No","University Of North Texas",28.445751707009997,-19,"Tarrant County College District",17.780536601849999,-36,"Pittsburg State University",386.60659110776999,-36,".",279.15784219058997,".","Kansas State University",480.90029056146,-21,"University Of North Texas",28.445751707009997,-19,5,"If the university had the programs i wanted and how well those programs were supported.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Somewhat disagree","Living expenses would be higher as well.","Strongly agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","Less costly","Strong influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","Yes","Unsure","Yes","Yes","No","No","Extremely important","Yes","No","Tarrant County College District",".",".","."]
["73.190.16.98",41299.781666666669,42.63330078125,-84.537696838379006,"ACT",1220,82,"Half A's and half B's","Female",4,30,1997,"No","White (including Middle Eastern)","Yes",3,2,0,0,"No","No","Yes",".","No",2015,"48910",5,"Western Michigan University","49008",80.250710559689992,1030,54,-28,"Michigan State University","48824",4.2116539258199994,1120,69,-13,"Adrian College",".",".",890,30,-52,"Eastern Michigan University","48197",76.668505649339991,1020,52,-30,"Albion College",".",".",1100,65,-17,"No","Western Michigan University",80.250710559689992,-28,"Michigan State University",4.2116539258199994,-13,"Adrian College",".",-52,"Eastern Michigan University",76.668505649339991,-30,".",".",".","Western Michigan University",80.250710559689992,-28,4,"Location, cost, financial aid and scholarships.","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","no",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["108.46.62.239",41301.392789351848,40.780899047852003,-73.778999328612997,"Both",1250,85,"Half A's and half B's","Male",2,1,1992,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2011,"11772",8,"Stony Brook University","11794",16.81119754545,1250,85,0,"Dowling College","11769",10.836713553599999,"Nonsel","Nonsel",-35,"CUNY Bernard M Baruch College","10010",59.532952342709997,1225,83,-2,"Hofstra University","11549",38.629404139919998,1165,76,-9,"CUNY Queens College","11367",50.151490116089995,1100,65,-20,"No","Stony Brook University",16.81119754545,0,"Dowling College",10.836713553599999,-35,".",59.532952342709997,".",".",38.629404139919998,".","CUNY Queens College",50.151490116089995,-20,"Stony Brook University",16.81119754545,0,3,"Diversity of students as well as having the right programs/classes that I wanted.","No","Somewhat agree","Strongly disagree","Strongly agree","Neither agree nor disagree",".","Somewhat agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","Easy commute and academic/life style balance.","Strong influence","Minimal influence","Minimal influence","No influence",".","Commute","Very important","1-3 hours drive","No","Yes","No","No","No","No","Very important","Yes","Yes",".",".",".","."]
["216.228.181.15",41298.402280092596,44.058197021483998,-121.31529998779,"ACT",1220,82,"Half A's and half B's","Female",8,27,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2010,"94588",5,"San Francisco State University","94132",42.764008038179995,995,49,-33,"California State University-Northridge","91330",332.12041557023997,920,35,-47,"University of Southern California","90089",354.55688649875998,1380,95,13,"Oregon State University","97331",574.68695112411001,1100,65,-17,"University Of Oregon","97403",526.77861100391999,1105,67,-15,"No","San Francisco State University",42.764008038179995,-33,"California State University-Northridge",332.12041557023997,-47,".",354.55688649875998,".","Oregon State University",574.68695112411001,-17,".",526.77861100391999,".","California State University-Northridge",332.12041557023997,-47,4,"the location","No","Somewhat agree","Neither agree nor disagree","Somewhat agree","Somewhat agree",".","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Strongly agree",".","Moderate influence","Minimal influence","Minimal influence","No influence","Strong influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Moderately important","No","No","oregon state university",".",".","."]
["71.194.8.172",41300.375983796293,41.76530456543,-88.376998901367003,"SAT",1300,89,"Mostly A's","Male",4,1,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","No",2016,"60506",5,"Ohio State University-Main Campus","43210",392.65501827122995,1265,87,-2,".",".",".",".",".",".","Chicago State University","60628",55.579788831929996,960,42,-47,"Eastern Illinois University","61920",209.89980935318999,1010,50,-39,"Illinois State University","61790",113.60964426602999,1110,67,-22,"Yes","Ohio State University-Main Campus",392.65501827122995,-2,".",".",".","Chicago State University",55.579788831929996,-47,"Eastern Illinois University",209.89980935318999,-39,"Illinois State University",113.60964426602999,-22,"Illinois State University",113.60964426602999,-22,4,"classses","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","no",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Extremely important","3+ hours drive","Yes","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["135.26.135.34",41303.788136574076,40.642105102538999,-79.94450378418,"Both",1210,81,"Mostly A's","Male",5,4,1991,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","Yes",".","No",2009,"15005",5,"Ohio State University-Main Campus","43210",202.29857558591999,1265,87,6,"Pennsylvania State University-Main Campus","16802",159.93473059409999,1195,79,-2,"University of Pittsburgh-Pittsburgh Campus","15260",25.202194095209997,1255,86,5,"The University of Tennessee-Knoxville","37996",507.21038948843994,1165,76,-5,"University Of Kentucky","40506",385.07180426846998,1115,69,-12,"No","Ohio State University-Main Campus",202.29857558591999,6,"Pennsylvania State University-Main Campus",159.93473059409999,-2,"University of Pittsburgh-Pittsburgh Campus",25.202194095209997,5,"The University of Tennessee-Knoxville",507.21038948843994,-5,"University Of Kentucky",385.07180426846998,-12,"Ohio State University-Main Campus",202.29857558591999,6,2,"Financial Cost","No","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat disagree","price",".",".",".",".",".","Strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["71.192.229.114",41297.416666666664,42.22380065918,-72.640899658202997,"SAT",1260,86,"Half A's and half B's","Male",2,12,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"01001",5,"Westfield State University","01086",9.95933743332,1000,49,-37,"Springfield College","01109",11.122544301,1025,54,-32,"University of Massachusetts-Amherst","01003",32.662997973540001,1210,81,-5,"Bridgewater State University","02325",109.54836216819,990,47,-39,"Assumption College","01609",61.137954126479997,1118,69,-17,"No","Westfield State University",9.95933743332,-37,"Springfield College",11.122544301,-32,"University of Massachusetts-Amherst",32.662997973540001,-5,"Bridgewater State University",109.54836216819,-39,".",61.137954126479997,".","Westfield State University",9.95933743332,-37,5,"Campus and majors","No","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat agree","no",".",".",".",".",".","Minimal influence","No influence","No influence","No influence","No influence","Live on/near campus","Slightly important","1-3 hours drive","No","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["50.200.254.200",41303.817349537036,41.683395385742003,-86.25,"Both",1340,92,"Mostly A's","Female",4,27,1994,"Yes","White (including Middle Eastern)","No",".",5,0,0,"Yes","No","No","Yes","No",2012,"78006",6,"University Of Notre Dame","46556",1301.6135720253599,1430,97,5,"Rice University","77005",237.12145981589998,1460,98,6,"University Of Dallas","75062",285.95315752442997,1210,81,-11,"Southwestern University","78626",116.44868923313999,1170,76,-16,"Saint Edward's University","78704",77.695632226409998,1120,69,-23,"No","University Of Notre Dame",1301.6135720253599,5,"Rice University",237.12145981589998,6,"University Of Dallas",285.95315752442997,-11,"Southwestern University",116.44868923313999,-16,"Saint Edward's University",77.695632226409998,-23,"University Of Notre Dame",1301.6135720253599,5,5,"Strong academics and a strong sense of community. ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","No influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","Unsure","Yes","Yes","Yes","Slightly important","Yes","No",".",".",".","."]
["74.178.163.92",41300.403020833335,30.501998901366999,-87.36009979248,"Both",1450,97,"Mostly A's","Female",8,13,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",3,4,0,0,"Yes","No","No","Yes","No",2012,"78251",6,"Syracuse University","13244",1795.2389231868299,1155,74,-23,"Boston University","02215",2054.1444141817497,1285,89,-8,"University Of Dayton","45469",1269.14133500715,1125,70,-27,"University of Southern California","90089",1355.4653275778999,1380,95,-2,"Seton Hall University","07079",1819.9409134740899,1120,69,-28,"No","Syracuse University",1795.2389231868299,-23,".",2054.1444141817497,".","University Of Dayton",1269.14133500715,-27,".",1355.4653275778999,".","Seton Hall University",1819.9409134740899,-28,"Syracuse University",1795.2389231868299,-23,1,"Overall feeling, size of the campus, look, atmosphere.","No","Strongly agree","Somewhat agree","Strongly disagree","Somewhat agree","No",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["74.79.34.220",41298.663310185184,43.074401855468999,-75.211700439452997,"SAT",1350,93,"Half A's and half B's","Female",3,15,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","No","No","Yes","Yes",2008,"13501",5,"Pratt Institute-Main","11205",244.44494066124,1135,71,-22,"SUNY Polytechnic Institute","13502",6.5368249187999998,1040,56,-37,"Rochester Institute Of Technology","14623",137.69150610566999,1215,82,-11,"Rhode Island School Of Design","02903",255.80422738562999,1235,84,-9,"State University Of New York At New Paltz","12561",162.66441423177,1125,70,-23,"Yes","Pratt Institute-Main",244.44494066124,-22,"SUNY Polytechnic Institute",6.5368249187999998,-37,"Rochester Institute Of Technology",137.69150610566999,-11,"Rhode Island School Of Design",255.80422738562999,-9,"State University Of New York At New Paltz",162.66441423177,-23,"Pratt Institute-Main",244.44494066124,-22,2,"The reputation of the program. The location of the school. The overall cost.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","Strong influence","No influence","Commute","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","State University of New York Institute of Technology ",".",".","."]
["73.66.52.141",41297.604791666665,38.482894897461001,-121.63980102539,"SAT",1400,96,"Mostly A's","Male",4,10,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2012,"95822",5,"University of California-Berkeley","94720",82.19684512677,1355,94,-2,"University of California-Davis","95616",22.020773602409999,1195,79,-17,"University of California-Los Angeles","90095",375.62944766522997,1300,89,-7,"University of California-San Diego","92093",487.38926989862995,1280,88,-8,"University of California-Irvine","92697",424.54938008273996,1130,70,-26,"No",".",82.19684512677,".","University of California-Davis",22.020773602409999,-17,".",375.62944766522997,".","University of California-San Diego",487.38926989862995,-8,"University of California-Irvine",424.54938008273996,-26,"University of California-Davis",22.020773602409999,-17,1,"Nearby and the major program.","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","My parents are not wealthy so paying for it with financial aid would still be a burden.","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree",".","No influence","No influence","No influence",".",".","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["98.168.47.250",41297.435254629629,33.352798461913999,-111.78900146484,"SAT",1200,79,"Mostly A's","Male",3,20,1995,"No","Asian (including Indian subcontinent and Philippines)","Yes",4,3,0,0,"No","No","Yes",".","No",2012,"95129",12,"University of California-Los Angeles","90095",342.77071776683999,1300,89,10,"University of California-Berkeley","94720",51.163082413409995,1355,94,15,"Stanford University","94305",16.17802030284,1475,98,19,"University of California-San Diego","92093",454.53054000023997,1280,88,9,"University of California-Irvine","92697",391.69065018434998,1130,70,-9,"No","University of California-Los Angeles",342.77071776683999,10,"University of California-Berkeley",51.163082413409995,15,".",16.17802030284,".","University of California-San Diego",454.53054000023997,9,"University of California-Irvine",391.69065018434998,-9,"University of California-Los Angeles",342.77071776683999,10,5,"Location, Reputation, Ease of living, Friends","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Very strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["50.148.223.207",41298.38753472222,45.010101318358998,-93.151901245117003,"ACT",1340,92,"Mostly A's","Male",3,14,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2012,"55113",6,"Texas Christian University","76129",996.10772726519997,1180,77,-15,"Baylor University","76798",1078.5164599677598,1225,83,-9,"University of Minnesota-Twin Cities","55455",7.0488347793599999,1300,89,-3,"The University of Texas at Austin","78712",1178.38572310932,1260,86,-6,"University of Northwestern-St Paul","55113",0,1139.5,71,-21,"Yes",".",996.10772726519997,".","Baylor University",1078.5164599677598,-9,"University of Minnesota-Twin Cities",7.0488347793599999,-3,"The University of Texas at Austin",1178.38572310932,-6,"University of Northwestern-St Paul",0,-21,"University of Minnesota-Twin Cities",7.0488347793599999,-3,8,"Money, all the colleges I applied to were very good schools, so whichever school gave me a good price for the education was where I ended up going.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["50.175.174.105",41299.775289351855,29.528793334961001,-95.525199890137003,"Both",1400,96,"Half A's and half B's","Female",3,19,1993,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",4,0,0,"Yes","Yes","Yes",".","Yes",2011,"77071",5,"Texas A & M University-College Station","77843",97.665259530629996,1180,77,-19,"The University of Texas at Austin","78712",165.62027698259999,1260,86,-10,"Baylor University","76798",185.09529281957998,1225,83,-13,"Texas State University","78666",169.44730214180998,1035,56,-40,"University of Houston","77204",19.816769991479998,1140,71,-25,"No","Texas A & M University-College Station",97.665259530629996,-19,".",165.62027698259999,".","Baylor University",185.09529281957998,-13,"Texas State University",169.44730214180998,-40,"University of Houston",19.816769991479998,-25,"Texas A & M University-College Station",97.665259530629996,-19,2,"Major ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes","Chamberlain college of nursing ",".",".","."]
["209.147.144.13",41303.320613425924,33.414794921875,-111.90930175781,"SAT",1580,99,"Mostly A's","Female",11,14,1995,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2014,"98034",6,"University Of Miami","33146",3306.0855732785099,1325,92,-7,"Indiana University-Bloomington","47405",2264.01377634663,1175,77,-22,"The University of Texas at Austin","78712",2141.7260620410598,1260,86,-13,"Northwestern University","60208",2069.2642393480201,1470,98,-1,"Arizona State University-Tempe",".",".",1145,73,-26,"No","University Of Miami",3306.0855732785099,-7,"Indiana University-Bloomington",2264.01377634663,-22,".",2141.7260620410598,".","Northwestern University",2069.2642393480201,-1,"Arizona State University-Tempe",".",-26,"Arizona State University-Tempe",".",-26,6,"Tuition cost/financial aid","No","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","No",".",".",".",".",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["96.86.36.141",41300.296840277777,38.934799194336001,-77.267196655272997,"SAT",1400,96,"Half A's and half B's","Female",10,22,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"20878",6,"University of Maryland-College Park","20742",23.5064721177,1310,90,-6,"University of Maryland-Baltimore County","21250",39.684492420539996,1210,81,-15,"Mount Holyoke College","01075",384.63311620832997,1319,91,-5,"Bryn Mawr College","19010",145.39526611929,1340,92,-4,"Syracuse University","13244",353.20602553169999,1155,74,-22,"Yes","University of Maryland-College Park",23.5064721177,-6,".",39.684492420539996,".","Mount Holyoke College",384.63311620832997,-5,".",145.39526611929,".","Syracuse University",353.20602553169999,-22,"Mount Holyoke College",384.63311620832997,-5,2,"lifestyle and happiness factor of college students and financial aid opportunities ","No","Strongly agree","Somewhat disagree","Somewhat disagree","Somewhat agree","i did not want to be rejected from anything ",".",".",".",".",".","Very strong influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["68.82.54.3",41299.425462962965,39.968597412108998,-75.176200866699006,"SAT",1160,74,"Half A's and half B's","Female",11,22,1996,"No","Black or African American (including Africa and Caribbean)","Yes",5,2,0,0,"Yes","Unsure","Yes",".","No",2014,"07042",5,"Temple University","19122",93.985499343449987,1120,69,-5,"Drexel University","19104",97.536014323109995,1190,78,4,"William Paterson University of New Jersey","07470",11.482318220009999,1010,50,-24,"New York University","10012",19.271206086659998,1355,94,20,"Syracuse University","13244",234.18485957195998,1155,74,0,"No","Temple University",93.985499343449987,-5,"Drexel University",97.536014323109995,4,"William Paterson University of New Jersey",11.482318220009999,-24,".",19.271206086659998,".",".",234.18485957195998,".","Temple University",93.985499343449987,-5,1,"Cost, closeness to home, programs offered, campus life and diversity","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Minimal influence","Moderate influence","Minimal influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["75.65.3.201",41298.383599537039,35.135894775391002,-90.002700805664006,"ACT",1260,86,"Mostly B's","Male",11,25,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","No",2010,"38111",5,"University Of Memphis","38152",3.3342778055399998,1055,59,-27,"The University of Tennessee-Knoxville","37996",386.44317048479996,1165,76,-10,"Southwest Tennessee Community College","38103",22.369984211189998,915,35,-51,"Middle Tennessee State University","37132",237.68442211403999,1025,54,-32,"Lipscomb University","37204",212.12928918290999,1165,76,-10,"No","University Of Memphis",3.3342778055399998,-27,".",386.44317048479996,".","Southwest Tennessee Community College",22.369984211189998,-51,"Middle Tennessee State University",237.68442211403999,-32,".",212.12928918290999,".","University Of Memphis",3.3342778055399998,-27,2,"Proximity and price. I wanted to be close to family and not go into debt.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree","no","Strongly agree","Strongly agree","Somewhat disagree","Somewhat agree","familiarity ","Moderate influence","No influence","Strong influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["75.139.56.54",41303.408715277779,32.335800170897997,-86.403900146484006,"Both",1200,79,"Mostly A's","Male",3,16,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","Yes",2010,"36109",5,"Faulkner University","36109",0,926,36,-43,"University Of Florida","32611",352.27086189074998,1265,87,8,"Florida State University","32306",206.09204670086999,1195,79,0,"Harding University","72143",435.78314982674999,1120,69,-10,"Lipscomb University","37204",280.32974825493,1165,76,-3,"No","Faulkner University",0,-43,".",352.27086189074998,".",".",206.09204670086999,".",".",435.78314982674999,".",".",280.32974825493,".","Faulkner University",0,-43,2,"The Scholarship options","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","no",".",".",".",".",".","Strong influence","Minimal influence","No influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","Yes","Yes","Yes","Yes","No","Extremely important","Yes","No","Florida Community College",".",".","."]
["67.79.115.66",41303.782175925924,32.778701782227003,-96.821701049805,"SAT",1070,61,"Half A's and half B's","Female",12,29,1995,"No","Black or African American (including Africa and Caribbean)","No",".",4,0,0,"Yes","No","Yes",".","Yes",2014,"75227",6,"Austin College","75090",70.394520743909993,1215,82,21,"Southern Methodist University","75275",11.92597724967,1305,90,29,"Baylor University",".",".",1225,83,22,"Sarah Lawrence College","10708",1561.6654928658299,1243,84,23,"Auburn University",".",".",1165,76,15,"No","Austin College",".",21,"Southern Methodist University",11.92597724967,29,"Baylor University",".",22,".",1561.6654928658299,".",".",".",".","Austin College",".",21,2,"Location, Cost, Activities, etc. ","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Strongly agree","No",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Unsure","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Southern Methodist University","Auburn University ","Baylor University","Sarah Lawrence College"]
["63.245.169.2",41299.767951388887,38.224502563477003,-98.148803710937997,"Both",1240,84,"Mostly A's","Female",9,7,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","No",2013,"78251",5,"The University Of Alabama","35487",823.08878352326997,1125,70,-14,"College Of Charleston","29424",1302.3151000988698,1165,76,-8,"University of South Carolina-Columbia","29208",1210.4248644080999,1195,79,-5,"Clemson University","29634",1124.1710867818199,1245,85,1,"The University of Tennessee-Knoxville","37996",1129.6826492371199,1165,76,-8,"No","The University Of Alabama",823.08878352326997,-14,"College Of Charleston",1302.3151000988698,-8,"University of South Carolina-Columbia",1210.4248644080999,-5,"Clemson University",1124.1710867818199,1,"The University of Tennessee-Knoxville",1129.6826492371199,-8,"The University Of Alabama",823.08878352326997,-14,3,"Nearness to family (most of my family lives in Alabama). The major I was looking for (athletic training). ","No","Somewhat agree","Strongly agree","Strongly agree","Strongly disagree","no","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","I grew up in Alabama, and had always dreamed of attending college there. ","Very strong influence","Moderate influence","Minimal influence","No influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","No","Yes","No","No","Yes","No","Slightly important","Yes","No",".",".",".","."]
["142.196.200.65",41298.384814814817,29.483901977538999,-81.191596984862997,"SAT",1430,97,"Half A's and half B's","Male",5,5,1998,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2016,"32137",5,"Florida State University","32306",224.65613237330999,1195,79,-18,"Boston University","02215",1206.3449411745598,1285,89,-8,"University of Florida","32611",85.843672640880001,1265,87,-10,"University Of Central Florida","32816",87.46358733321,1180,77,-20,"Stetson University","32723",55.534428735059997,1170,76,-21,"No","Florida State University",224.65613237330999,-18,"Boston University",1206.3449411745598,-8,"University of Florida",85.843672640880001,-10,"University Of Central Florida",87.46358733321,-20,"Stetson University",55.534428735059997,-21,"Florida State University",224.65613237330999,-18,3,"It basically all came down to how much money I was receiving from the colleges as I did not want to take out many loans if I needed to.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Unsure","No","Yes","Yes","Unsure","No","Extremely important","Yes","Yes",".",".",".","."]
["173.29.82.206",41296.595335648148,38.552795410156001,-75.244003295897997,"SAT",1350,93,"Mostly A's","Male",2,4,1994,"No","White (including Middle Eastern)","Yes",2,2,0,0,"No","Yes","No","Yes","No",2012,"19947",7,"Johns Hopkins University","21218",109.60055734814999,1415,96,3,"Columbia University in the City of New York","10027",214.94347930241997,1480,98,5,"Brown University","02912",383.89989820412995,1435,97,4,"University of Maryland-College Park","20742",103.49620677758999,1310,90,-3,"University Of Delaware","19716",79.628096627310001,1170,76,-17,"No","Johns Hopkins University",109.60055734814999,3,".",214.94347930241997,".",".",383.89989820412995,".","University of Maryland-College Park",103.49620677758999,-3,"University Of Delaware",79.628096627310001,-17,"Johns Hopkins University",109.60055734814999,3,".","Program, reputation, cost","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["96.32.155.157",41303.808668981481,33.940994262695,-83.434097290039006,"SAT",1360,94,"Mostly A's","Female",9,11,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"15146",15,"Emory University","30322",681.86043260411998,1365,94,0,"Washington University in St Louis","63130",628.50390989000994,1485,99,5,"Xavier University","45207",298.52846766764998,1110,67,-27,"Pepperdine University","90263",2469.2446025781596,1235,84,-10,"Marquette University","53233",561.54246497085001,1175,77,-17,"Yes","Emory University",681.86043260411998,0,".",628.50390989000994,".","Xavier University",298.52846766764998,-27,"Pepperdine University",2469.2446025781596,-10,"Marquette University",561.54246497085001,-17,"Emory University",681.86043260411998,0,9,"fit, academic reputation, cross country team, location","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","Yes","Extremely important","No","Yes",".",".",".","."]
["73.77.250.67",41303.505497685182,29.832702636718999,-95.662696838379006,"SAT",1100,65,"Half A's and half B's","Female",2,6,1992,"No","Black or African American (including Africa and Caribbean)","No",".",4,0,0,"Yes","Yes","No","Yes","Yes",2010,"30260",5,"Clayton State University","30260",0,945,40,-25,"Georgia State University","30303",17.680495840259997,1065,61,-4,"Georgia Institute of Technology-Main Campus","30332",18.932558788110001,1360,94,29,"University of Georgia","30602",88.083094409639997,1235,84,19,"Mercer University","31207",70.464114317189996,1175,77,12,"No","Clayton State University",".",-25,"Georgia State University",17.680495840259997,-4,".",18.932558788110001,".","University of Georgia",88.083094409639997,19,".",70.464114317189996,".","Clayton State University",".",-25,2,"i choose the college that was cheaper in order to save money","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Moderate influence",".","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","No","Yes","Georgia institute of technology",".",".","."]
["50.172.90.125",41301.376122685186,42.038192749022997,-87.728500366210994,"Both",1300,89,"Half A's and half B's","Male",8,5,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2010,"60201",12,"Illinois Wesleyan University","61702",144.52721056685999,1220,82,-7,"Knox College","61401",208.32587612891999,1265,87,-2,"The College of Wooster","44691",361.37208571067998,1215,82,-7,"Lawrence University","54911",186.47038726304999,1275,88,-1,"Cornell College","52314",221.16775451264999,1175,77,-12,"No","Illinois Wesleyan University",144.52721056685999,-7,"Knox College",208.32587612891999,-2,"The College of Wooster",361.37208571067998,-7,"Lawrence University",186.47038726304999,-1,"Cornell College",221.16775451264999,-12,"Illinois Wesleyan University",144.52721056685999,-7,"10+","location, feel of the campus","No","Neither agree nor disagree","Somewhat disagree","Somewhat agree","Neither agree nor disagree","didnt have a desire","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Somewhat disagree",".","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","1-3 hours drive","No","No","Yes","Yes","No","No","Slightly important","Yes","Yes",".",".",".","."]
["71.225.211.240",41303.798680555556,40.049102783202997,-75.228103637695,"Both",1260,86,"Mostly A's","Female",5,24,1994,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","No","Yes","No",2012,"14534",7,"Bucknell University","17837",180.64813921274998,1300,89,3,"Lafayette College","18042",279.92088601191,1275,88,2,"Villanova University","19085",321.62856302708997,1305,90,4,"University Of Delaware","19716",365.07732211664995,1170,76,-10,"Marist College","12601",295.15193662118998,1176,77,-9,"Yes",".",180.64813921274998,".",".",279.92088601191,".","Villanova University",321.62856302708997,4,"University Of Delaware",365.07732211664995,-10,"Marist College",295.15193662118998,-9,"Villanova University",321.62856302708997,4,7,"Good community\nDistance from home\nSchool spirit\nReputable\nPretty Campus","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","Strong influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["73.184.172.105",41300.365254629629,33.727096557617003,-84.578498840332003,"Both",1300,89,"Half A's and half B's","Male",2,25,1993,"No","Black or African American (including Africa and Caribbean)","No",".",4,0,0,"No","No","Yes",".","Yes",2011,"30349",6,"Auburn University","36849",102.52748909237999,1165,76,-13,"Clemson University","29634",139.00259931656998,1245,85,-4,"Harvey Mudd College","91711",2149.6945261816199,1480,98,9,"Rensselaer Polytechnic Institute","12180",1029.8301631176898,1389,95,6,"Marist College","12601",961.67257865777992,1176,77,-12,"No","Auburn University",102.52748909237999,-13,"Clemson University",139.00259931656998,-4,".",2149.6945261816199,".",".",1029.8301631176898,".","Marist College",961.67257865777992,-12,"Auburn University",102.52748909237999,-13,8,"How I liked the campus and whether I thought it would be a good fit for me throughout my college career.","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree",".","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree",".","No influence","No influence","No influence","Strong influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Kennesaw State University",".",".","."]
["107.1.58.90",41298.507905092592,40.393005371093999,-111.78379821777,"Both",1240,84,"Mostly A's","Male",6,23,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","No",2013,"43615",5,"University Of Toledo","43606",3.5368448134799997,1040,56,-28,"University of Cincinnati-Main Campus","45221",200.67555403763998,1130,70,-14,"Ohio University-Main Campus","45701",221.78539747551,1085,64,-20,"Bowling Green State University-Main Campus","43403",25.05617186556,1005,50,-34,"University Of Central Florida","32816",1117.5168227081099,1180,77,-7,"No","University Of Toledo",3.5368448134799997,-28,"University of Cincinnati-Main Campus",200.67555403763998,-14,"Ohio University-Main Campus",221.78539747551,-20,"Bowling Green State University-Main Campus",25.05617186556,-34,"University Of Central Florida",1117.5168227081099,-7,"University Of Central Florida",1117.5168227081099,-7,4,"The campus and the location of it.","No","Somewhat agree","Strongly agree","Strongly disagree","Somewhat agree",".",".",".",".",".",".","Very strong influence","Strong influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Very important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["128.62.73.119",41300.763842592591,30.296096801758001,-97.73690032959,"Both",1520,99,"Mostly B's","Male",9,4,1997,"Yes","White (including Middle Eastern)","Yes",9,3,0,0,"No","No","Yes",".","No",2016,"75070",5,"The University of Texas at Austin","78712",227.55793583060998,1260,86,-13,"University of California-Berkeley","94720",1716.50373695955,1355,94,-5,"The University of Texas at Dallas","75080",20.597833577309999,1260,86,-13,"University Of North Texas","76203",31.161765178499998,1105,67,-32,"Texas A & M University-College Station","77843",216.19367813669999,1180,77,-22,"No","The University of Texas at Austin",227.55793583060998,-13,".",1716.50373695955,".","The University of Texas at Dallas",20.597833577309999,-13,"University Of North Texas",31.161765178499998,-32,"Texas A & M University-College Station",216.19367813669999,-22,"The University of Texas at Austin",227.55793583060998,-13,3,"Price and quality of education.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["70.127.240.184",41299.770150462966,27.815200805663999,-82.625503540039006,"SAT",1210,81,"Mostly A's","Male",9,6,1994,"No","White (including Middle Eastern)","Yes",4,2,0,0,"No","Yes","Yes",".","No",2016,"33596",6,"University of South Florida-Main Campus","33620",23.784225039629998,1170,76,-5,"University Of Central Florida","32816",94.675842735539987,1180,77,-4,"University Of Miami","33146",274.01785970690997,1325,92,11,"University Of Florida","32611",137.85803358459,1265,87,6,"Florida State University","32306",285.06583946511,1195,79,-2,"Yes","University of South Florida-Main Campus",23.784225039629998,-5,"University Of Central Florida",94.675842735539987,-4,"University Of Miami",274.01785970690997,11,"University Of Florida",137.85803358459,6,"Florida State University",285.06583946511,-2,"University of South Florida-Main Campus",23.784225039629998,-5,4,"Degree program","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","3+ hours drive","Unsure","Unsure","No","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["73.94.118.196",41303.292962962965,40.66780090332,-89.618103027344006,"SAT",1550,99,"Mostly B's","Male",2,21,1996,"No","Asian (including Indian subcontinent and Philippines)","Yes",8,3,0,0,"Yes","Yes","Yes",".","No",2015,"61801",5,"Massachusetts Institute Of Technology","02139",1055.9296172112599,1500,99,0,"Carnegie Mellon University","15213",485.32756029020999,1435,97,-2,"University of Maryland-College Park","20742",696.61986248018991,1310,90,-9,"University of Illinois at Urbana-Champaign","61820",2.2928596910999999,1355,94,-5,"Pennsylvania State University-Main Campus","16802",622.15038947225992,1195,79,-20,"No",".",1055.9296172112599,".",".",485.32756029020999,".","University of Maryland-College Park",696.61986248018991,-9,"University of Illinois at Urbana-Champaign",2.2928596910999999,-5,"Pennsylvania State University-Main Campus",622.15038947225992,-20,"University of Illinois at Urbana-Champaign",2.2928596910999999,-5,4,"Reputation and rankings. I was afraid of less job prospects upon graduation if the school was not exceptional.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["50.200.160.146",41303.291400462964,41.861694335937997,-72.849700927734006,"SAT",1200,79,"Half A's and half B's","Male",2,11,1992,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","No","Yes","No",2009,"06759",5,"University of Connecticut","06269",58.805326679219995,1230,83,4,"Babson College",".",".",1255,86,7,"Bentley University",".",".",1225,83,4,".",".",".",".",".",".","Pennsylvania State University-Main Campus","16802",302.15478993248996,1195,79,0,"No","University of Connecticut",58.805326679219995,4,".",".",".",".",".",".",".",".",".","Pennsylvania State University-Main Campus",302.15478993248996,0,"University of Connecticut",58.805326679219995,4,3,"Price, quality of education, campus life, prestige ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["72.222.196.20",41298.328113425923,33.24870300293,-111.63430023193,"SAT",880,28,"Half B's and half C's","Male",1,1,1993,"No","White (including Middle Eastern)","Yes",8,2,0,0,"No","No","Yes",".","Yes",2012,"85142",6,"Indiana University-Bloomington","47405",1680.98678111034,1175,77,49,"Arizona State University-Tempe","85287",32.478450730109998,1145,73,45,"University of California-Los Angeles","90095",428.34720079601999,1300,89,61,"University Of Arizona","85721",89.197834324499993,1106.5,67,39,"Purdue University-Main Campus","47907",1725.2234388688198,1200,79,51,"No","Indiana University-Bloomington",1680.98678111034,49,".",32.478450730109998,".",".",428.34720079601999,".",".",89.197834324499993,".",".",1725.2234388688198,".","Indiana University-Bloomington",1680.98678111034,49,2,"Price","No","Strongly agree","Strongly agree","Neither agree nor disagree","Strongly disagree",".",".",".",".",".",".",".",".",".","Moderate influence",".","Commute","Slightly important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Grand Canyon University",".",".","."]
["104.129.192.116",41299.471851851849,37.35009765625,-121.98539733887,"ACT",1420,96,"Mostly A's","Female",8,23,1996,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2014,"80536",5,"University of Cincinnati-Main Campus","45221",1263.9994884098999,1130,70,-26,"Colorado State University-Fort Collins","80523",31.691173432379998,1135,71,-25,"University Of Colorado Boulder","80309",98.258669017079995,1170,76,-20,"Ohio State University-Main Campus","43210",1333.0947219955199,1265,87,-9,"University of Denver","80208",102.24352245854999,1210,81,-15,"No","University of Cincinnati-Main Campus",1263.9994884098999,-26,"Colorado State University-Fort Collins",31.691173432379998,-25,"University Of Colorado Boulder",98.258669017079995,-20,"Ohio State University-Main Campus",1333.0947219955199,-9,"University of Denver",102.24352245854999,-15,"University of Cincinnati-Main Campus",1263.9994884098999,-26,7,"Program that I wanted and the quality of that program","No","Strongly disagree","Strongly agree","Neither agree nor disagree","Strongly disagree",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Slightly important","Yes","Yes",".",".",".","."]
["207.157.94.121",41303.406041666669,33.10920715332,-87.539199829102003,"Both",1330,92,"Mostly B's","Male",5,18,1997,"No","White (including Middle Eastern)","Yes",4,4,0,0,"Yes","No","Yes",".","Yes",2015,"45211",9,"The University of Alabama","35487",527.57769435425996,1125,70,-22,"Miami University-Oxford","45056",30.190562008529998,1225,83,-9,"University of South Carolina-Columbia","29208",520.99302385382998,1195,79,-13,"Baldwin Wallace University",".",".",1075,62,-30,"The College of Wooster","44691",202.51543413122999,1215,82,-10,"No","The University of Alabama",527.57769435425996,-22,"Miami University-Oxford",30.190562008529998,-9,"University of South Carolina-Columbia",520.99302385382998,-13,"Baldwin Wallace University",".",-30,"The College of Wooster",202.51543413122999,-10,"The University of Alabama",527.57769435425996,-22,5,"General atmosphere, programs, program-related on-campus resources, cost","No","Somewhat agree","Strongly agree","Somewhat disagree","Neither agree nor disagree","No",".",".",".",".",".","Moderate influence","No influence","Strong influence","Minimal influence","Moderate influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Shelton State University",".",".","."]
["24.184.69.125",41300.373217592591,40.740493774413999,-73.484001159667997,"SAT",1280,88,"Half A's and half B's","Female",10,6,1991,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2010,"98370",9,"Washington State University","99164",344.91444837233996,1030,54,-34,"Central Washington University","98926",165.27106637381999,990,47,-41,"Eastern Washington University","99004",324.30605148479998,970,43,-45,"University Of Oregon","97403",293.92969949046,1105,67,-21,"University Of San Diego","92110",1262.52497457603,1215,82,-6,"No","Washington State University",344.91444837233996,-34,"Central Washington University",165.27106637381999,-41,"Eastern Washington University",324.30605148479998,-45,"University Of Oregon",293.92969949046,-21,"University Of San Diego",1262.52497457603,-6,"Washington State University",344.91444837233996,-34,6,"Size, diversity, classes offered, and location.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Moderate influence","Strong influence",".","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","Yes","Gonzaga University","Linfield College","Oregon State University","Western Washington University"]
["128.195.96.193",41299.666331018518,33.64030456543,-117.76940155029,"SAT",1380,95,"Mostly A's","Male",12,11,1997,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","No",2016,"92692",8,"Stanford University","94305",407.26159083455997,1475,98,3,"University of California-Berkeley","94720",423.78944311736996,1355,94,-1,"University of California-Los Angeles","90095",65.587593218069998,1300,89,-6,"University of California-Irvine","92697",15.230429238089998,1130,70,-25,"University of California-Santa Barbara","93106",160.31687387594999,1215,82,-13,"No",".",407.26159083455997,".",".",423.78944311736996,".",".",65.587593218069998,".","University of California-Irvine",15.230429238089998,-25,".",160.31687387594999,".","University of California-Irvine",15.230429238089998,-25,5,"Proximity to home and strength of engineering program.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["76.94.166.195",41296.573888888888,34.145294189452997,-119.1091003418,"Both",1350,93,"Mostly A's","Male",4,21,1993,"No","Asian (including Indian subcontinent and Philippines)","Yes",6,2,0,0,"Yes","No","No","Yes","No",2011,"93033",6,"University of California-Los Angeles","90095",53.141528282369997,1300,89,-4,"University of California-San Diego","92093",171.35801855105998,1280,88,-5,"University of California-Berkeley","94720",366.38220161564999,1355,94,1,"University of California-Irvine","92697",102.06083932868999,1130,70,-23,"University of California-Santa Barbara","93106",54.359415814769996,1215,82,-11,"No","University of California-Los Angeles",53.141528282369997,-4,"University of California-San Diego",171.35801855105998,-5,"University of California-Berkeley",366.38220161564999,1,"University of California-Irvine",102.06083932868999,-23,"University of California-Santa Barbara",54.359415814769996,-11,"University of California-Los Angeles",53.141528282369997,-4,2,"Prestige and strength of major curriculum ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Strong influence",".",".","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["50.5.246.164",41301.398425925923,39.165893554687997,-84.229499816895,"SAT",1230,83,"Half A's and half B's","Male",4,12,1991,"Yes","White (including Middle Eastern)","No",".",3,0,0,"Unsure","Yes","No","Yes","No",2009,"45242",5,"Ohio State University-Main Campus","43210",96.988586304719988,1265,87,4,"Indiana University-Bloomington","47405",134.28763472685,1175,77,-6,"Purdue University-Main Campus","47907",188.03375717709,1200,79,-4,"Syracuse University","13244",565.47885145949999,1155,74,-9,"Rochester Institute Of Technology","14623",485.42884379417995,1215,82,-1,"No","Ohio State University-Main Campus",96.988586304719988,4,"Indiana University-Bloomington",134.28763472685,-6,"Purdue University-Main Campus",188.03375717709,-4,".",565.47885145949999,".","Rochester Institute Of Technology",485.42884379417995,-1,"Ohio State University-Main Campus",96.988586304719988,4,5,"I was focused on academic programs, but more importantly I was focused on the location of the town itself for nightlife, I was more focused on joining a vibrant arts/music scene ","No","Strongly disagree","Somewhat agree","Strongly disagree","Strongly disagree","I didn't think it would matter, because I wanted to pursue a career outside of what I studied",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Not at all important","Yes","Yes",".",".",".","."]
["47.185.162.193",41298.654861111114,33.029403686522997,-97.068702697754006,"Both",1420,96,"Half A's and half B's","Male",10,2,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",3,0,0,"No","Unsure","No","Yes","No",2007,"92101",10,"University of California-San Diego","92093",15.330469999679998,1280,88,-8,"University of California-Los Angeles","90095",134.03473665252,1300,89,-7,"Stanford University","94305",477.04281821394,1475,98,2,"University Of Southern California","90089",125.12862338625,1380,95,-1,"University Of San Diego","92110",4.9902320268899993,1215,82,-14,"No",".",15.330469999679998,".",".",134.03473665252,".","Stanford University",477.04281821394,2,"University Of Southern California",125.12862338625,-1,"University Of San Diego",4.9902320268899993,-14,"Stanford University",477.04281821394,2,8,"Pricing, programs, quality of life","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Strong influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["173.27.67.240",41303.472557870373,37.218994140625,-93.317596435547003,"ACT",1190,78,"Mostly A's","Male",3,18,1995,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","No","Yes","Yes",2013,"65714",6,"Missouri State University-Springfield","65897",11.093961226259999,1085,64,-14,"University of Missouri-Columbia","65211",181.191839004,1165,76,-2,"University Of Arkansas","72701",125.16839114240999,1125,70,-8,"Texas Christian University","76129",453.35614845113997,1180,77,-1,"Baylor University",".",".",1225,83,5,"No","Missouri State University-Springfield",11.093961226259999,-14,"University of Missouri-Columbia",181.191839004,-2,"University Of Arkansas",125.16839114240999,-8,"Texas Christian University",453.35614845113997,-1,".",".",".","Missouri State University-Springfield",11.093961226259999,-14,4,"The costs and amount of scholarships available","No","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Somewhat disagree","I would not get in","Somewhat disagree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","no","Minimal influence","Moderate influence","Strong influence","Moderate influence","Moderate influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","No","No","No","Very important","Yes","Yes","University of Missouri Kansas City",".",".","."]
["199.227.115.67",41299.646111111113,32.947998046875,-96.813201904297003,"ACT",1420,96,"Half A's and half B's","Male",3,25,1992,"No","Asian (including Indian subcontinent and Philippines)","Yes",6,2,0,0,"No","No","No","Yes","No",2011,"76039",10,"The University of Texas at Arlington","76013",17.78426482899,1080,62,-34,"The University of Texas at Dallas","75080",28.98261641517,1260,86,-10,"The University of Texas at Austin","78712",205.54213319771998,1260,86,-10,"Texas Christian University","76129",23.264137353599999,1180,77,-19,"Baylor University","76798",105.67287005615999,1225,83,-13,"No","The University of Texas at Arlington",17.78426482899,-34,".",28.98261641517,".",".",205.54213319771998,".",".",23.264137353599999,".","Baylor University",105.67287005615999,-13,"The University of Texas at Arlington",17.78426482899,-34,3,"They were cost of living, distance from our house, cost of tuition, ranking of business school, student life, and degree choices. ","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","No, all of those are covered above. ","Strongly agree","Somewhat disagree","Somewhat disagree","Strongly disagree","I wanted to save money; it would have cost me a lot of money to live in a dorm. ","Very strong influence","Very strong influence","Moderate influence","Minimal influence","Moderate influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","Yes","Extremely important","Yes","No",".",".",".","."]
["47.196.208.106",41299.441261574073,28.147598266601999,-82.764099121094006,"Both",1200,79,"Half A's and half B's","Male",10,17,1993,"No","White (including Middle Eastern)","Yes",2,4,0,0,"No","Yes","Yes",".","Yes",2011,"03053",10,"Boston University","02215",47.321765716829994,1285,89,10,"Boston College","02467",56.71316988249,1360,94,15,"Babson College","02457",54.0468661062,1255,86,7,"University of New Hampshire-Main Campus","03824",44.582140140119996,1100,65,-14,"University of Connecticut","06269",112.63719835367999,1230,83,4,"No",".",47.321765716829994,".",".",56.71316988249,".",".",54.0468661062,".","University of New Hampshire-Main Campus",44.582140140119996,-14,".",112.63719835367999,".","University of New Hampshire-Main Campus",44.582140140119996,-14,8,"price and close to home ","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree","staying on campus is a giant issue. You are locked in a tiny room","Somewhat agree","Strongly agree","Strongly agree","Strongly agree",".","Very strong influence","Very strong influence","Strong influence","Moderate influence","Minimal influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Extremely important","Yes","Yes","boston college ",".",".","."]
["173.63.97.95",41303.44253472222,40.846099853516002,-74.591400146484006,"SAT",1440,97,"Mostly A's","Male",2,19,1991,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","Yes",2009,"07869",6,"Cornell University","14853",186.55675785846,1420,96,-1,"University Of Connecticut","06269",174.08086710563998,1230,83,-14,"Quinnipiac University","06518",122.17027515065999,1095,65,-32,"Rutgers University-New Brunswick","08901",43.976303229869998,1210,81,-16,"The College Of New Jersey","08628",62.472038071409997,1235,84,-13,"No",".",186.55675785846,".",".",174.08086710563998,".","Quinnipiac University",122.17027515065999,-32,"Rutgers University-New Brunswick",43.976303229869998,-16,"The College Of New Jersey",62.472038071409997,-13,"Quinnipiac University",122.17027515065999,-32,4,"Distance, lifestyle on campus, quality of program, etc.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Moderate influence",".","Live on/near campus","Very important","3+ hours drive","Yes","Yes","Unsure","Yes","Yes","No","Very important","Yes","Yes","William Paterson University of New Jersey",".",".","."]
["50.166.50.81",41296.349039351851,40.866897583007997,-74.821998596190994,"SAT",1380,95,"Mostly B's","Female",7,13,1995,"Yes","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2014,"07079",15,"Rutgers University-New Brunswick","08901",31.004558267429999,1210,81,-14,"Montclair State University","07043",7.7540910800099994,970,43,-52,"Pennsylvania State University-Main Campus","16802",222.63481189223998,1195,79,-16,"University of Pennsylvania","19104",93.141677267429998,1450,97,2,"The College Of New Jersey","08628",54.54582717177,1235,84,-11,"Yes","Rutgers University-New Brunswick",31.004558267429999,-14,".",7.7540910800099994,".",".",222.63481189223998,".",".",93.141677267429998,".",".",54.54582717177,".","Rutgers University-New Brunswick",31.004558267429999,-14,5,"The programs","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","No influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Slightly important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["73.81.159.251",41303.784317129626,40.05549621582,-75.160598754882997,"Both",1100,65,"Mostly A's","Male",4,20,1999,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2012,"19149",6,"Temple University","19122",7.2706642941899995,1120,69,4,"Harvard University","02138",302.55122475170998,1505,99,34,"Duke University","27708",406.62530673599997,1455,98,33,"Princeton University","08544",39.43594394454,1505,99,34,"Clemson University","29634",672.48518408939992,1245,85,20,"Yes","Temple University",7.2706642941899995,4,"Harvard University",302.55122475170998,34,"Duke University",406.62530673599997,33,"Princeton University",39.43594394454,34,"Clemson University",672.48518408939992,20,"Temple University",7.2706642941899995,4,3,"Close to home and where my father went. ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence",".",".",".",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","Yes","No","Not at all important","Yes","Yes","Clemson University",".",".","."]
["96.57.65.98",41297.481585648151,40.873199462891002,-73.081199645995994,"SAT",1380,95,"Mostly B's","Male",6,14,1996,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2015,"11757",5,"University of Florida","32611",1042.16065301205,1265,87,-8,"University Of Miami","33146",1318.53537364263,1325,92,-3,"University Of Central Florida","32816",1109.2339447454099,1180,77,-18,"University Of Chicago","60637",824.45828562602992,1515,99,4,"Stony Brook University","11794",32.599618112159995,1250,85,-10,"No",".",1042.16065301205,".",".",1318.53537364263,".","University Of Central Florida",1109.2339447454099,-18,".",824.45828562602992,".","Stony Brook University",32.599618112159995,-10,"Stony Brook University",32.599618112159995,-10,1,"I was hoping for Florida Collage since my girlfriend moved there...","No","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","no",".",".",".",".",".","Strong influence","Strong influence","Very strong influence","Strong influence","Strong influence","Commute","Moderately important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["144.118.77.28",41299.654016203705,39.959701538086001,-75.196800231934006,"SAT",1390,95,"Mostly A's","Male",7,29,1994,"No","White (including Middle Eastern)","Yes",9,2,0,0,"No","Yes","Yes",".","No",2012,"18436",7,"University of Massachusetts-Amherst","01003",230.86238781902998,1210,81,-14,"Northeastern University","02115",276.41262427316997,1390,95,0,"University of Pittsburgh-Pittsburgh Campus","15260",296.54318671559997,1255,86,-9,"Drexel University","19104",138.98085132492,1190,78,-17,"Fordham University","10458",133.656942969,1255,86,-9,"No","University of Massachusetts-Amherst",230.86238781902998,-14,"Northeastern University",276.41262427316997,0,"University of Pittsburgh-Pittsburgh Campus",296.54318671559997,-9,"Drexel University",138.98085132492,-17,"Fordham University",133.656942969,-9,"Drexel University",138.98085132492,-17,5,"The most important factors were academic program, distance (I wanted to be away from home), and scholarships/financial aid.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["136.61.35.204",41297.572766203702,39.014205932617003,-94.595100402832003,"ACT",1030,54,"Half A's and half B's","Male",10,21,1992,"No","White (including Middle Eastern)","Yes",3,2,0,0,"Yes","No","No","Yes","No",2011,"64110",10,"Missouri State University-Springfield","65897",163.88727273369,1085,64,10,"Kansas State University","66506",127.11204022472999,1095,65,11,"University of Kansas","66045",47.106771285089998,1150,73,19,"Missouri Western State University","64507",58.149780073769996,950,40,-14,"The University of Texas at Austin","78712",729.92038729466992,1260,86,32,"No","Missouri State University-Springfield",163.88727273369,10,"Kansas State University",127.11204022472999,11,".",47.106771285089998,".","Missouri Western State University",58.149780073769996,-14,".",729.92038729466992,".","Kansas State University",127.11204022472999,11,3,"How lively and friendly the campus was. Reputation of the school.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Somewhat disagree","Strongly disagree",".","Moderate influence","Minimal influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["70.120.250.158",41301.380312499998,26.275894165038999,-98.233001708984006,"ACT",1300,89,"Mostly A's","Female",10,3,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",10,4,0,0,"Yes","No","No","Yes","No",2012,"78504",5,"George Mason University","22030",1732.2399623463,1150,73,-16,"University of Maryland-College Park","20742",1761.1641698696099,1310,90,1,"Texas A & M University-Kingsville","78363",103.83423270495,900,31,-58,"St John's University-New York","11439",1992.4832655132898,1090,64,-25,"The University of Texas at Austin","78712",308.62823498990997,1260,86,-3,"No","George Mason University",1732.2399623463,-16,"University of Maryland-College Park",1761.1641698696099,1,"Texas A & M University-Kingsville",103.83423270495,-58,"St John's University-New York",1992.4832655132898,-25,"The University of Texas at Austin",308.62823498990997,-3,"George Mason University",1732.2399623463,-16,1,"Some important factors were location, whether they had my major of choice, and opportunities for undergraduate research.","No","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat agree","Some of the colleges I would consider prestigious or elite did not offer my preferred major.",".",".",".",".",".","Moderate influence","No influence","Strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","Yes","No","Yes","No","Moderately important","Yes","No",".",".",".","."]
["107.201.237.222",41303.820428240739,32.865905761718999,-97.217597961425994,"Both",900,31,"Mostly A's","Female",9,10,1993,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",3,0,0,"No","No","Yes",".","No",2012,"76137",10,"University Of Southern California","90089",1415.02313476821,1380,95,64,"University of California-Los Angeles","90095",1426.6328340821699,1300,89,58,"The University of Texas at Arlington","76013",19.118348773919998,1080,62,31,"University Of North Texas","76203",29.422547217689999,1105,67,36,"The University of Texas at Austin","78712",195.65238933767998,1260,86,55,"Yes","University Of Southern California",1415.02313476821,64,"University of California-Los Angeles",1426.6328340821699,58,"The University of Texas at Arlington",19.118348773919998,31,"University Of North Texas",29.422547217689999,36,"The University of Texas at Austin",195.65238933767998,55,"The University of Texas at Arlington",19.118348773919998,31,"10+","tuition and commuting along with which major is best suited for the selected school","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Very strong influence","Strong influence","Strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["207.58.243.107",41300.399502314816,41.697204589843999,-81.197402954102003,"ACT",1150,73,"Mostly B's","Male",11,22,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","Yes",2010,"30080",5,"University of Georgia","30602",76.643650801739994,1235,84,11,"The University of Tennessee-Knoxville","37996",203.22006906068998,1165,76,3,"Ohio University-Main Campus","45701",555.65435157440993,1085,64,-9,"University of Charleston","25304",506.09875642952994,940,38,-35,"University Of Florida","32611",345.74460028217999,1265,87,14,"No",".",76.643650801739994,".","The University of Tennessee-Knoxville",203.22006906068998,3,"Ohio University-Main Campus",555.65435157440993,-9,".",506.09875642952994,".","University Of Florida",345.74460028217999,14,"Ohio University-Main Campus",555.65435157440993,-9,4,"the people, the atmosphere, the education programs","No","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat agree","no",".",".",".",".",".","Very strong influence","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","No","No","No","Extremely important","Yes","Yes","The University of Tennesee ",".",".","."]
["99.38.225.2",41303.470543981479,26.10009765625,-80.272300720215,"Both",1420,96,"Mostly A's","Female",1,17,1992,"Yes","White (including Middle Eastern)","No",".",5,0,0,"No","Yes","No","No","No",2010,"33325",10,"Duke University","27708",814.19385493841992,1455,98,2,"Brown University","02912",1442.86056408021,1435,97,1,"New York University","10012",1262.3932438837498,1355,94,-2,"Boston University",".",".",1285,89,-7,"University Of Florida","32611",319.53640623036,1265,87,-9,"No",".",814.19385493841992,".",".",1442.86056408021,".","New York University",1262.3932438837498,-2,"Boston University",".",-7,"University Of Florida",319.53640623036,-9,"University Of Florida",319.53640623036,-9,2,"Price","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Extremely important","No","Yes",".",".",".","."]
["72.83.68.226",41300.43141203704,38.891204833983998,-76.895301818847997,"Both",1450,97,"Mostly B's","Male",9,23,1993,"Yes","Black or African American (including Africa and Caribbean)","Yes",2,3,0,0,"No","No","No","Yes","Yes",2011,"20743",5,"New York University","10012",224.40882663968998,1355,94,-3,"Georgetown University","20057",13.653389157869999,1405,96,-1,"Full Sail University","32792",856.81805445884993,"Nonsel","Nonsel",-47,"University of Michigan-Ann Arbor","48109",534.44322463256992,1380,95,-2,"University Of Florida","32611",792.16997448005998,1265,87,-10,"No",".",224.40882663968998,".",".",13.653389157869999,".","Full Sail University",856.81805445884993,-47,"University of Michigan-Ann Arbor",534.44322463256992,-2,".",792.16997448005998,".","Full Sail University",856.81805445884993,-47,6,"How much I could relate to the college and what can it offer me.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Minimal influence","Very strong influence","No influence","Commute","Very important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Extremely important","Yes","Yes","Georgetown University",".",".","."]
["128.227.2.255",41300.309108796297,29.651596069336001,-82.324798583984006,"Both",1480,98,"Mostly A's","Female",9,1,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2015,"33761",11,"Brown University","02912",1317.55298579124,1435,97,-1,"Princeton University","08544",1094.29307448186,1505,99,1,"Georgetown University","20057",910.98981617423999,1405,96,-2,"Duke University","27708",688.88627664945,1455,98,0,"University Of Florida","32611",136.89055864175998,1265,87,-11,"No",".",1317.55298579124,".",".",1094.29307448186,".",".",910.98981617423999,".",".",688.88627664945,".","University Of Florida",136.89055864175998,-11,"University Of Florida",136.89055864175998,-11,6,"Area, majors, academics, club options","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Moderately important","Yes","Yes",".",".",".","."]
["24.242.55.22",41298.566493055558,31.029098510741999,-97.853500366210994,"ACT",1070,61,"Half A's and half B's","Female",11,23,1991,"No","Black or African American (including Africa and Caribbean)","Yes",11,2,0,0,"No","No","Yes",".","Yes",2010,"34947",5,"Jacksonville University","32211",224.86118486600998,1010,50,-11,"Florida Agricultural and Mechanical University","32307",364.13283790784999,940,38,-23,"Florida State University","32306",363.05910849152997,1195,79,18,"Indian River State College","34981",4.2097898122499995,"Nonsel","Nonsel",-11,"University Of Florida","32611",215.85130261101,1265,87,26,"Yes","Jacksonville University",224.86118486600998,-11,"Florida Agricultural and Mechanical University",364.13283790784999,-23,".",363.05910849152997,".","Indian River State College",4.2097898122499995,-11,".",215.85130261101,".","Indian River State College",4.2097898122499995,-11,1,"Affordability","No","Neither agree nor disagree","Strongly agree","Somewhat agree","Somewhat disagree","no","Somewhat agree","Strongly agree","Strongly disagree","Somewhat agree","no","No influence","No influence","Strong influence","No influence","No influence","Commute","Not at all important","3+ hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes","Texas A & M University-Central Texas","Central Texas College",".","."]
["73.252.155.41",41298.65388888889,37.708999633788999,-122.08850097656,"SAT",1450,97,"Half A's and half B's","Male",8,25,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2010,"94546",12,"University of California-Berkeley","94720",20.530104117599997,1355,94,-3,"Stanford University","94305",32.383380938039998,1475,98,1,"University of California-Davis","95616",77.182379623469998,1195,79,-18,"University of California-Los Angeles","90095",354.24247267661997,1300,89,-8,"University of California-San Diego","92093",466.00229491002,1280,88,-9,"Yes","University of California-Berkeley",20.530104117599997,-3,".",32.383380938039998,".","University of California-Davis",77.182379623469998,-18,"University of California-Los Angeles",354.24247267661997,-8,"University of California-San Diego",466.00229491002,-9,"University of California-Berkeley",20.530104117599997,-3,6,"I wanted a nice campus and the ability to have access to things outside of the campus. I also wanted to make sure the dorms were decent and the classrooms were well-equipped and nice.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["107.15.172.230",41297.709270833337,35.746307373047003,-78.723899841309006,"SAT",1250,85,"Half A's and half B's","Female",10,7,1998,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2015,"33322",7,"Florida Atlantic University","33431",26.881760421779997,1045,57,-28,"University Of Central Florida","32816",206.88491633931,1180,77,-8,".",".",".",".",".",".","University of North Carolina at Chapel Hill","27599",804.79810117442992,1305,90,5,"University of Wisconsin-Madison","53706",1508.84086389036,1280,88,3,"No","Florida Atlantic University",26.881760421779997,-28,".",206.88491633931,".",".",".",".",".",804.79810117442992,".",".",1508.84086389036,".","Florida Atlantic University",26.881760421779997,-28,3,"Diversity and opportunity. I was unsure of what I wanted my major to be so I wanted options. I also didn't want to be too far from home so close to home was important too. ","No","Somewhat disagree","Somewhat agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Strongly agree","Strongly agree",".","Minimal influence","Very strong influence","Strong influence","Minimal influence","Strong influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["67.11.133.80",41296.575868055559,29.403701782226999,-98.724601745605,"ACT",1300,89,"Mostly A's","Female",4,27,1998,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","No",2016,"54304",5,"Harvard University","02138",1184.6485233333299,1505,99,10,"The University of Texas at San Antonio","78249",1393.72812271572,1050,57,-32,"The University of Texas at Austin","78712",1309.57147285569,1260,86,-3,"Northwest Vista College","78251",1399.3061718883498,"Nonsel","Nonsel",-39,"University of Wisconsin-Madison","53706",138.81059561885999,1280,88,-1,"Yes",".",1184.6485233333299,".","The University of Texas at San Antonio",1393.72812271572,-32,"The University of Texas at Austin",1309.57147285569,-3,"Northwest Vista College",1399.3061718883498,-39,"University of Wisconsin-Madison",138.81059561885999,-1,"The University of Texas at San Antonio",1393.72812271572,-32,1,"the cost was important since i was just a freshman. also, the location. i mainly wanted to go to texas or to harvard to have independence.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Commute","Very important","flying distance/distance was not a concern","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["68.82.12.11",41300.781689814816,39.959701538086001,-75.196800231934006,"Both",1380,95,"Mostly A's","Female",5,3,1996,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2014,"19020",10,"University of Maryland-College Park","20742",148.82647783047,1310,90,-5,"Hofstra University","11549",107.44688480360999,1165,76,-19,"Saint Johns University","56321",1252.1300559385199,1095,65,-30,"Saint Joseph'S University","19131",21.83684773017,1110,67,-28,"Franklin and Marshall College","17604",88.88404187354999,1302,89,-6,"No","University of Maryland-College Park",148.82647783047,-5,"Hofstra University",107.44688480360999,-19,"Saint Johns University",1252.1300559385199,-30,"Saint Joseph'S University",21.83684773017,-28,"Franklin and Marshall College",88.88404187354999,-6,"Saint Joseph'S University",21.83684773017,-28,4,"Price, diversity, education","No","Somewhat disagree","Strongly agree","Somewhat disagree","Neither agree nor disagree",".",".",".",".",".",".","Strong influence","No influence","No influence","Moderate influence",".","Live on/near campus","Slightly important","3+ hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["66.146.250.64",41303.398645833331,40.59700012207,-98.331100463867003,"ACT",1260,86,"Half A's and half B's","Male",11,5,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","Yes",2010,"68901",5,"University of Nebraska-Lincoln","68588",106.45020541484999,1170,76,-10,"Hastings College","68901",0,990,47,-39,"Coe College","52402",420.73975331685,1175.5,77,-9,"University Of Nebraska At Kearney","68849",53.990942699099996,965,43,-43,"United States Air Force Academy","80840",467.14748201318997,1305,90,4,"No","University of Nebraska-Lincoln",106.45020541484999,-10,"Hastings College",0,-39,"Coe College",420.73975331685,-9,"University Of Nebraska At Kearney",53.990942699099996,-43,"United States Air Force Academy",467.14748201318997,4,"University of Nebraska-Lincoln",106.45020541484999,-10,5,"Campus life, but also accessibility to the Professors","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Moderately important","Yes","No","Hastings College","University of Nebraska at Kearney",".","."]
["74.124.173.43",41303.40283564815,36.016204833983998,-80.043403625487997,"SAT",1280,88,"Mostly A's","Female",10,27,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"Yes","No","No","Yes","No",2009,"12304",5,"The College Of Saint Rose","12203",11.216992721879999,1033,54,-34,"Harvard University","02138",180.78235538978998,1505,99,11,"SUNY College at Geneseo","14454",228.72114269828998,1285,89,1,"SUNY at Binghamton","13850",138.65152459421998,1302.5,89,1,"University of North Carolina at Chapel Hill","27599",647.85589423136992,1305,90,2,"No","The College Of Saint Rose",11.216992721879999,-34,".",180.78235538978998,".","SUNY College at Geneseo",228.72114269828998,1,"SUNY at Binghamton",138.65152459421998,1,".",647.85589423136992,".","The College Of Saint Rose",11.216992721879999,-34,3,"Cost to attend and the reputation of the program that I was interested in.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["24.199.169.126",41301.387627314813,36.072601318358998,-79.791999816895,"SAT",1540,99,"Mostly A's","Male",7,4,1994,"No","White (including Middle Eastern)","Yes",10,2,0,0,"Yes","Yes","No","Yes","No",2012,"27932",10,"University Of Pennsylvania","19104",340.53440285402996,1450,97,-2,"Columbia University in the City of New York","10027",441.81666408164995,1480,98,-1,"Dartmouth College","03755",695.68780569518992,1455,98,-1,"Duke University","27708",168.80169747539998,1455,98,-1,"University of North Carolina at Chapel Hill","27599",167.69130715886999,1305,90,-9,"No",".",340.53440285402996,".",".",441.81666408164995,".",".",695.68780569518992,".",".",168.80169747539998,".","University of North Carolina at Chapel Hill",167.69130715886999,-9,"University of North Carolina at Chapel Hill",167.69130715886999,-9,4,"Cost and quality: UNC Chapel Hill was the best school I got into and offered a good financial aid package.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Very important","Yes","No",".",".",".","."]
["68.114.126.189",41299.661030092589,30.257400512695,-89.71900177002,"SAT",1110,67,"Half A's and half B's","Male",8,26,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2011,"70460",5,"Louisiana State University and Agricultural & Mechanical College","70803",86.089114260929989,1135,71,4,"University Of Louisiana At Lafayette","70503",147.07234696109998,1070,61,-6,"Southeastern University","33801",623.61247588232993,960,42,-25,"University Of New Orleans","70148",36.137084296829997,1085,64,-3,"Tulane University of Louisiana","70118",43.212016666169994,1320,91,24,"No","Louisiana State University and Agricultural & Mechanical College",86.089114260929989,4,"University Of Louisiana At Lafayette",147.07234696109998,-6,".",623.61247588232993,".","University Of New Orleans",36.137084296829997,-3,".",43.212016666169994,".","University Of Louisiana At Lafayette",147.07234696109998,-6,6,"Whether or not the school had my program, how advanced their technology was, and distance from home. ","No","Strongly disagree","Neither agree nor disagree","Strongly agree","Strongly disagree",".","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","In state college tuition is a lot cheaper. ","Very strong influence","Minimal influence","Moderate influence","Strong influence","No influence","Live on/near campus","Very important","3+ hours drive","No","No","Yes","Yes","Unsure","No","Extremely important","Yes","Yes",".",".",".","."]
["12.179.104.81",41303.294490740744,35.227096557617003,-80.843101501465,"SAT",1500,99,"Mostly A's","Female",10,5,1992,"No","Asian (including Indian subcontinent and Philippines)","Yes",4,2,0,0,"Yes","Yes","No","Yes","No",2010,"94306",5,"University of California-Berkeley","94720",41.984187194729998,1355,94,-5,"University of California-San Diego","92093",463.53980088404995,1280,88,-11,"Cornell University","14853",2822.3319462125696,1420,96,-3,"Rice University","77005",1899.9853287986998,1460,98,-1,"Tulane University of Louisiana","70118",2245.7870952303597,1320,91,-8,"No",".",41.984187194729998,".","University of California-San Diego",463.53980088404995,-11,"Cornell University",2822.3319462125696,-3,"Rice University",1899.9853287986998,-1,"Tulane University of Louisiana",2245.7870952303597,-8,"Rice University",1899.9853287986998,-1,2,"ranking and financial aid","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["68.227.247.172",41296.75068287037,33.509094238281001,-112.08239746094,"Both",1300,89,"Mostly A's","Male",3,29,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","Yes",2011,"55082",5,"Century College","0907",0,"Nonsel","Nonsel",-39,"Marshall University","25755",838.41801078056994,985,47,-42,"New Jersey Institute Of Technology","07102",1170.10470926019,1140,71,-18,"Harvard University","02138",1370.9418198072299,1505,99,10,"Kenyon College","43022",726.7110050983199,1320,91,2,"No","Century College",0,-39,"Marshall University",838.41801078056994,-42,"New Jersey Institute Of Technology",1170.10470926019,-18,".",1370.9418198072299,".",".",726.7110050983199,".","Century College",0,-39,2,"price, location","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","No","No","University of Minnesota-Twin Cities",".",".","."]
["199.244.50.200",41297.449444444443,40.714294433593999,-74.005996704102003,"SAT",1200,79,"Half A's and half B's","Male",5,5,1998,"No","Black or African American (including Africa and Caribbean)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2016,"98052",5,"University of Washington-Seattle Campus","98195",12.797761029239998,1230,83,4,"Washington State University","99164",288.20873494412996,1030,54,-25,"Western Washington University","98225",87.901032650969995,1105,67,-12,"Georgetown University","20057",2760.5322317687396,1405,96,17,"Whitman College","99362",275.87140996668001,1321.5,91,12,"No","University of Washington-Seattle Campus",12.797761029239998,4,".",288.20873494412996,".",".",87.901032650969995,".",".",2760.5322317687396,".",".",275.87140996668001,".","University of Washington-Seattle Campus",12.797761029239998,4,5,"Best Teaching Procedures","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Very strong influence","Very strong influence","Very strong influence","Strong influence","Moderate influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Unsure","No","Yes","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["184.164.147.24",41297.419664351852,33.435699462891002,-111.91709899902,"SAT",1500,99,"Mostly A's","Male",2,10,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"30102",5,"Purdue University-Main Campus","47907",575.03243350574996,1200,79,-20,"Boston College","02467",1106.1469726734899,1360,94,-5,"University of Virginia-Main Campus","22903",544.37149350638992,1355,94,-5,"University Of Florida","32611",363.93151364228999,1265,87,-12,"University Of Miami","33146",700.86631319264995,1325,92,-7,"Yes","Purdue University-Main Campus",575.03243350574996,-20,".",1106.1469726734899,".",".",544.37149350638992,".","University Of Florida",363.93151364228999,-12,".",700.86631319264995,".","Purdue University-Main Campus",575.03243350574996,-20,2,"Good rankings, good job prospects, student reviews","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Strong influence","Strong influence","Strong influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","Yes","No","No","Slightly important","Yes","Yes",".",".",".","."]
["75.57.8.231",41297.283634259256,37.795700073242003,-122.4208984375,"Both",1300,89,"Half B's and half C's","Male",3,17,1996,"Yes","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2015,"38125",5,"University of Washington-Seattle Campus","98195",2309.5205168174698,1230,83,-6,"University of Massachusetts-Amherst","01003",1269.5731879841999,1210,81,-8,"University Of Connecticut","06269",1240.40726706798,1230,83,-6,"University Of Memphis","38152",13.151942607539999,1055,59,-30,"University of Illinois at Urbana-Champaign","61820",422.61194471232,1355,94,5,"No",".",2309.5205168174698,".","University of Massachusetts-Amherst",1269.5731879841999,-8,"University Of Connecticut",1240.40726706798,-6,"University Of Memphis",13.151942607539999,-30,"University of Illinois at Urbana-Champaign",422.61194471232,5,"University of Massachusetts-Amherst",1269.5731879841999,-8,8,"I was mainly looking for a larger school environment with many options for majors since I was undecided about what I wanted to do.","No","Strongly agree","Strongly agree","Strongly disagree","Somewhat disagree",".",".",".",".",".",".","Moderate influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["173.66.55.250",41303.471493055556,38.914794921875,-77.488296508789006,"SAT",1230,83,"Mostly A's","Male",1,19,1994,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","No","Yes","Yes",2012,"20105",7,"George Mason University","22030",17.802905964689998,1150,73,-10,"Northern Virginia Community College","22003",27.58577398005,"Nonsel","Nonsel",-33,"Georgetown University","20057",32.82020488461,1405,96,13,"Virginia Polytechnic Institute and State University","24061",242.81197717391998,1220,82,-1,"University of Virginia-Main Campus","22903",98.238785139000001,1355,94,11,"No","George Mason University",17.802905964689998,-10,".",27.58577398005,".",".",32.82020488461,".",".",242.81197717391998,".",".",98.238785139000001,".","George Mason University",17.802905964689998,-10,4,"which would accept me","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Strong influence","Very strong influence","Very strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes","northern virginia community college",".",".","."]
["173.70.37.61",41303.444421296299,40.855499267577997,-74.126800537109006,"Both",1500,99,"Mostly A's","Male",7,24,1996,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,0,"No","No","Yes",".","No",2014,"07644",10,"Rutgers University-New Brunswick","08901",43.428875211479998,1210,81,-18,"Purdue University-Main Campus","47907",754.50369568463998,1200,79,-20,"University of Illinois at Urbana-Champaign","61820",851.91854262569996,1355,94,-5,"New Jersey Institute of Technology","07102",15.612572519939999,1140,71,-28,"Georgia Institute of Technology-Main Campus","30332",868.61230101623994,1360,94,-5,"No","Rutgers University-New Brunswick",43.428875211479998,-18,"Purdue University-Main Campus",754.50369568463998,-20,".",851.91854262569996,".","New Jersey Institute of Technology",15.612572519939999,-28,"Georgia Institute of Technology-Main Campus",868.61230101623994,-5,"Purdue University-Main Campus",754.50369568463998,-20,1,"education, rank, program","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["74.76.53.60",41300.531423611108,42.882202148437997,-73.991600036620994,"ACT",1380,95,"Mostly A's","Male",3,30,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2010,"12302",9,"Carnegie Mellon University","15213",484.66890682880995,1435,97,2,"Cornell University","14853",156.15617238771,1420,96,1,"Bucknell University","17837",276.22994114330999,1300,89,-6,"Lehigh University","18015",225.10911197081998,1315,91,-4,"Boston College","02467",183.66613908258,1360,94,-1,"No",".",484.66890682880995,".",".",156.15617238771,".",".",276.22994114330999,".","Lehigh University",225.10911197081998,-4,"Boston College",183.66613908258,-1,"Lehigh University",225.10911197081998,-4,4,"Prestige. Solely how good of a degree from that college would be.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Strong influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","Yes","Slightly important","No","Yes",".",".",".","."]
["159.203.74.142",41297.57739583333,40.730804443358998,-73.997497558594006,"SAT",1400,96,"Mostly A's","Male",5,26,1997,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","No","Yes",".","No",2014,"43017",5,"Stanford University","94305",2488.6568599249499,1475,98,2,"Ohio State University-Main Campus","43210",17.273497710809998,1265,87,-9,"University of Chicago","60637",302.85321115004996,1515,99,3,"Skidmore College","12866",608.24534498243997,1240,84,-12,"Emory University","30322",584.54314093989001,1365,94,-2,"No",".",2488.6568599249499,".","Ohio State University-Main Campus",17.273497710809998,-9,"University of Chicago",302.85321115004996,3,"Skidmore College",608.24534498243997,-12,"Emory University",584.54314093989001,-2,"Ohio State University-Main Campus",17.273497710809998,-9,8,"Prestige and financial-aid programs. ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","Unsure","No","No","No","Yes","Extremely important","Yes","No",".",".",".","."]
["165.123.209.71",41301.379814814813,39.959701538086001,-75.196800231934006,"SAT",1450,97,"Mostly A's","Female",8,20,1995,"No","Black or African American (including Africa and Caribbean)","No",".",3,0,0,"Yes","No","Yes",".","No",2013,"11215",15,"University Of Pennsylvania","19104",99.738153820469989,1450,97,0,"Northwestern University","60208",813.45877282064998,1470,98,1,"Johns Hopkins University","21218",190.10789420930999,1415,96,-1,"Boston University","02215",219.34030184285999,1285,89,-8,"College of William and Mary","23187",379.35581069166,1365,94,-3,"Yes","University Of Pennsylvania",99.738153820469989,0,"Northwestern University",813.45877282064998,1,"Johns Hopkins University",190.10789420930999,-1,"Boston University",219.34030184285999,-8,"College of William and Mary",379.35581069166,-3,"University Of Pennsylvania",99.738153820469989,0,1,"Distance from home (NY) and the academic rigor","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","No influence","Very strong influence","No influence","Live on/near campus","Extremely important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["68.231.244.17",41298.304432870369,36.85710144043,-75.989501953125,"Both",1310,90,"Mostly A's","Female",11,10,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","No",2011,"23669",7,"Wake Forest University","27106",284.87072891144999,1325,92,2,"University of Arizona","85721",2304.5377412448597,1106.5,67,-23,"Virginia Wesleyan College","23502",18.48082193298,1025.5,54,-36,"University of Richmond","23173",85.393799899320001,1310,90,0,"College of William and Mary","23187",29.686008602249998,1365,94,4,"Yes","Wake Forest University",284.87072891144999,2,"University of Arizona",2304.5377412448597,-23,"Virginia Wesleyan College",18.48082193298,-36,"University of Richmond",85.393799899320001,0,"College of William and Mary",29.686008602249998,4,"University of Arizona",2304.5377412448597,-23,7,"Location, comfort","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","No","Yes","No","No","Not at all important","Yes","No",".",".",".","."]
["97.70.206.66",41299.697442129633,42.397094726562003,-83.373199462890994,"ACT",1380,95,"Mostly A's","Male",6,23,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","No",2013,"48154",9,"Washington University In St Louis","63130",544.35595922663992,1485,99,4,"Georgetown University","20057",524.61126829319994,1405,96,1,"Loyola University Chicago","60660",272.97582022128,1155,74,-21,"Boston College","02467",729.41831937314998,1360,94,-1,"University of Michigan-Ann Arbor","48109",19.152524189369998,1380,95,0,"No","Washington University In St Louis",544.35595922663992,4,".",524.61126829319994,".","Loyola University Chicago",272.97582022128,-21,".",729.41831937314998,".","University of Michigan-Ann Arbor",19.152524189369998,0,"Washington University In St Louis",544.35595922663992,4,5,"Prestige, Business program, in a city","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Strong influence",".","Live on/near campus","Very important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["216.37.234.10",41297.552719907406,40.83659362793,-75.588302612305,"Both",1150,73,"Mostly A's","Female",9,24,1998,"Yes","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2016,"85207",6,"Villanova University","19085",2307.5165947297201,1305,90,17,"Misericordia University","18612",2300.7952225674899,1055,59,-14,"Arcadia University","19038",2317.4535628002,1089,64,-9,"Northern Arizona University","86011",171.97379740034998,1050,57,-16,"Rensselaer Polytechnic Institute","12180",2470.16423193936,1389,95,22,"No","Villanova University",2307.5165947297201,17,"Misericordia University",2300.7952225674899,-14,"Arcadia University",2317.4535628002,-9,"Northern Arizona University",171.97379740034998,-16,"Rensselaer Polytechnic Institute",2470.16423193936,22,"Misericordia University",2300.7952225674899,-14,2,"The most important factor was being close to my sister. Although I would be far from my parents no matter what, I wanted to stay near my sister more.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Very strong influence","Minimal influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Very important","No","Yes",".",".",".","."]
["50.254.81.123",41296.557951388888,40.729095458983998,-74.038597106934006,"SAT",1480,98,"Half A's and half B's","Male",8,26,1995,"No","Asian (including Indian subcontinent and Philippines)","Yes",1,4,0,0,"No","Yes","Yes",".","Yes",2012,"07304",6,"University of Michigan-Ann Arbor","48109",613.41515328323999,1380,95,-3,"University of North Carolina at Chapel Hill","27599",492.48762051257995,1305,90,-8,"Wake Forest University","27106",565.18680700020002,1325,92,-6,"Boston University","02215",224.61387913239,1285,89,-9,"Northeastern University","02115",223.21890081083998,1390,95,-3,"Yes","University of Michigan-Ann Arbor",613.41515328323999,-3,"University of North Carolina at Chapel Hill",492.48762051257995,-8,"Wake Forest University",565.18680700020002,-6,"Boston University",224.61387913239,-9,"Northeastern University",223.21890081083998,-3,"University of Michigan-Ann Arbor",613.41515328323999,-3,3,"I ran competitive cross country and track in High School and had the talent and skill to be able to run in the Division 1 level so my one of my main factors was whether I can actually run for the school. Other than that I wanted to go to a big school with a town feel to it because that's ideally the environment I enjoy and can prosper the most in terms of socially and academically. I also wanted to go to a school with a good business program, specifically Economics or Finance which is what I wanted to focus on.","No","Somewhat agree","Somewhat disagree","Strongly disagree","Neither agree nor disagree",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes","Wake Forest University",".",".","."]
["73.182.133.139",41301.400011574071,42.033493041992003,-70.942901611327997,"Both",1280,88,"Mostly A's","Female",8,2,1993,"No","White (including Middle Eastern)","Yes",5,3,0,0,"Yes","Yes","No","Yes","No",2011,"02382",11,"Wellesley College","02481",32.458566852029996,1410,96,8,"Smith College","01063",123.44346471896999,1335,92,4,"Mount Holyoke College","01075",110.51521573983,1319,91,3,"Brown University","02912",46.34124197901,1435,97,9,"Wesleyan University","06459",135.21782739827998,1390,95,7,"Yes","Wellesley College",32.458566852029996,8,".",123.44346471896999,".",".",110.51521573983,".",".",46.34124197901,".",".",135.21782739827998,".","Wellesley College",32.458566852029996,8,8,"Location, professor to student ratio, reputation, majors","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","No influence","Minimal influence","Minimal influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["73.149.245.140",41298.593356481484,42.079605102538999,-71.038200378417997,"Both",1400,96,"Mostly A's","Female",2,14,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2011,"02115",5,"Cornell University","14853",330.32154597518996,1420,96,0,"Northeastern University","02115",0,1390,95,-1,"Rutgers University-New Brunswick","08901",247.29206345381999,1210,81,-15,"Carnegie Mellon University","15213",568.85911073310001,1435,97,1,"Johns Hopkins University","21218",399.83806922763,1415,96,0,"Yes",".",330.32154597518996,".","Northeastern University",0,-1,"Rutgers University-New Brunswick",247.29206345381999,-15,"Carnegie Mellon University",568.85911073310001,1,"Johns Hopkins University",399.83806922763,0,"Northeastern University",0,-1,"10+","Offered a major of interest, environment/location, reasonably good reputation, social","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","No influence","No influence","Commute","Slightly important","3+ hours drive","No","No","Yes","Yes","No","No","Not at all important","Yes","Yes",".",".",".","."]
["73.175.146.207",41297.433229166665,40.797500610352003,-77.902099609375,"SAT",1420,96,"Mostly A's","Female",5,21,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","No",2011,"17022",5,"Pennsylvania State University-Main Campus","16802",106.83421281026999,1195,79,-17,"University Of Delaware","19716",65.568952082369989,1170,76,-20,"West Virginia University","26506",221.43494412434998,1035,56,-40,"Temple University","19122",99.915865980809997,1120,69,-27,"Cornell University","14853",241.94392162148998,1420,96,0,"No","Pennsylvania State University-Main Campus",106.83421281026999,-17,"University Of Delaware",65.568952082369989,-20,"West Virginia University",221.43494412434998,-40,"Temple University",99.915865980809997,-27,".",241.94392162148998,".","Pennsylvania State University-Main Campus",106.83421281026999,-17,7,"I wanted a large college because of the potential opportunities. Also, I wanted one with a good agriculture program as well as a strong research reputation. ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","No influence",".","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["107.131.51.225",41296.554189814815,34.061599731445,-118.08180236816,"SAT",1450,97,"Mostly B's","Female",1,31,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2011,"91105",9,"University of Washington-Seattle Campus","98195",1141.0792182329099,1230,83,-14,"Bentley University","02452",2970.5295963987596,1225,83,-14,"University of California-Los Angeles","90095",29.267204420189998,1300,89,-8,"University of California-Berkeley","94720",375.96250262306995,1355,94,-3,"Tufts University","02155",2981.3072796893098,1445,97,0,"No","University of Washington-Seattle Campus",1141.0792182329099,-14,"Bentley University",2970.5295963987596,-14,".",29.267204420189998,".",".",375.96250262306995,".","Tufts University",2981.3072796893098,0,"University of Washington-Seattle Campus",1141.0792182329099,-14,5,"Cost, had the academic programs that I wanted","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Moderate influence","Moderate influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["108.28.231.209",41300.397303240738,38.625900268555,-76.977897644042997,"SAT",1260,86,"Half A's and half B's","Male",12,1,1993,"No","Black or African American (including Africa and Caribbean)","No",".",2,0,0,"No","Yes","No","Yes","No",2011,"20603",5,"University of Maryland-College Park","20742",37.491052119839999,1310,90,4,"Pennsylvania State University-Main Campus","16802",231.24204561611998,1195,79,-7,"Towson University","21252",79.290692071140001,1080,62,-24,"Virginia Polytechnic Institute and State University","24061",290.45374905360001,1220,82,-4,"Duke University","27708",247.43187197156999,1455,98,12,"No","University of Maryland-College Park",37.491052119839999,4,"Pennsylvania State University-Main Campus",231.24204561611998,-7,"Towson University",79.290692071140001,-24,"Virginia Polytechnic Institute and State University",290.45374905360001,-4,"Duke University",247.43187197156999,12,"University of Maryland-College Park",37.491052119839999,4,1,"Close to home, familiarity with others attending","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","No","Yes","No","No","Yes","No","Not at all important","Yes","Yes",".",".",".","."]
["24.60.250.254",41303.786608796298,42.359603881836001,-71.128700256347997,"SAT",1370,94,"Mostly A's","Male",8,11,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,0,"Yes","Yes","No","Yes","No",2011,"94010",15,"Stanford University","94305",19.952228910899997,1475,98,4,"University Of Chicago","60637",2153.2959935988597,1515,99,5,"Boston University",".",".",1285,89,-5,"New York University","10012",2920.2675022108497,1355,94,0,"Duke University","27708",2807.8577257127099,1455,98,4,"Yes",".",19.952228910899997,".",".",2153.2959935988597,".","Boston University",".",-5,"New York University",2920.2675022108497,0,".",2807.8577257127099,".","Boston University",".",-5,2,"How that school's courses supported my major and what I wanted to do after I graduated","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Moderate influence",".","Commute","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Slightly important","Yes","Yes",".",".",".","."]
["76.104.31.92",41298.686574074076,37.953903198242003,-78.3583984375,"SAT",1520,99,"Mostly A's","Male",9,17,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2014,"20194",14,"Harvard University","02138",455.47750969379996,1505,99,0,"Yale University","06520",323.76980814782996,1500,99,0,"Princeton University","08544",201.44916116918998,1505,99,0,"Stanford University","94305",2841.77837897481,1475,98,-1,"Dartmouth College","03755",509.62379519039996,1455,98,-1,"No","Harvard University",455.47750969379996,0,".",323.76980814782996,".","Princeton University",201.44916116918998,0,".",2841.77837897481,".","Dartmouth College",509.62379519039996,-1,"Harvard University",455.47750969379996,0,5,"Natural Setting, Academic Caliber, \"Feel\" of the University","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["74.70.150.134",41296.441018518519,42.85710144043,-73.799301147460994,"Both",1460,98,"Mostly A's","Male",8,13,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","No","No",2013,"30096",10,"University of Georgia","30602",52.472311510739999,1235,84,-14,"Georgia State University","30303",25.374935286029999,1065,61,-37,"Mercer University","31207",105.37896148329,1175,77,-21,"Harvard University","02138",1055.39026701834,1505,99,1,"Duke University","27708",360.85386213821999,1455,98,0,"No","University of Georgia",52.472311510739999,-14,"Georgia State University",25.374935286029999,-37,"Mercer University",105.37896148329,-21,".",1055.39026701834,".",".",360.85386213821999,".","Georgia State University",25.374935286029999,-37,5,"cost","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","No influence","Minimal influence",".","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["74.95.208.138",41300.421319444446,30.037796020508001,-95.532600402832003,"Both",1240,84,"Mostly A's","Female",5,28,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2012,"77096",9,"Scripps College","91711",1527.2800539536099,1366.5,94,10,"Vanderbilt University","37240",788.8779499154399,1490,99,15,"The University of Texas at Austin","78712",168.86134910964,1260,86,2,"University of California-Berkeley","94720",1923.02018018319,1355,94,10,"Pomona College","91711",1527.2800539536099,1460,98,14,"No","Scripps College",1527.2800539536099,10,"Vanderbilt University",788.8779499154399,15,"The University of Texas at Austin",168.86134910964,2,"University of California-Berkeley",1923.02018018319,10,"Pomona College",1527.2800539536099,14,"The University of Texas at Austin",168.86134910964,2,4,"Class size and over all atmosphere","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["12.129.7.156",41303.408368055556,34.028106689452997,-117.93280029297,"SAT",1430,97,"Mostly A's","Male",1,7,1995,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","Yes","No","Yes","No",2013,"95120",10,"University of California-Berkeley","94720",66.000805059420003,1355,94,-3,"Cornell University","14853",2837.1075317395798,1420,96,-1,"Emory University","30322",2436.1205471816397,1365,94,-3,"University of California-Los Angeles","90095",334.22499979076997,1300,89,-8,"Northwestern University","60208",2188.00516690107,1470,98,1,"No","University of California-Berkeley",66.000805059420003,-3,".",2837.1075317395798,".",".",2436.1205471816397,".","University of California-Los Angeles",334.22499979076997,-8,"Northwestern University",2188.00516690107,1,"University of California-Berkeley",66.000805059420003,-3,3,"I wanted to go into finance, so I decided on how good each college's business program was. In addition, I wanted to make sure that the culture of the surrounding area of the college was liberal so I can obtain new experiences.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["75.72.164.116",41303.418576388889,44.97590637207,-93.216598510742003,"Both",1470,98,"Mostly A's","Female",9,6,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","No",2013,"55129",9,"University of Wisconsin-Madison","53706",249.61102073489999,1280,88,-10,"University of Minnesota-Twin Cities","55455",21.831255389459997,1300,89,-9,"University Of North Carolina At Chapel Hill","27599",1175.0495811902099,1305,90,-8,"University of Virginia-Main Campus","22903",1125.2143690098299,1355,94,-4,"Northwestern University","60208",395.47977170096999,1470,98,0,"No","University of Wisconsin-Madison",249.61102073489999,-10,"University of Minnesota-Twin Cities",21.831255389459997,-9,"University Of North Carolina At Chapel Hill",1175.0495811902099,-8,"University of Virginia-Main Campus",1125.2143690098299,-4,"Northwestern University",395.47977170096999,0,"University of Minnesota-Twin Cities",21.831255389459997,-9,5,"cost and location","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Very important","3+ hours drive","No","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["50.255.159.57",41300.379004629627,42.333099365233998,-71.095703125,"SAT",1550,99,"Mostly A's","Female",9,13,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"Yes","Yes","No","Yes","No",2009,"02909",15,"Boston College","02467",47.590819442099999,1360,94,-5,"Yale University","06520",104.26360019724,1500,99,0,"George Washington University","20052",412.19589945434996,1295,89,-10,"Georgetown University","20057",412.85268880217996,1405,96,-3,"Northwestern University","60208",989.40375349628994,1470,98,-1,"No","Boston College",47.590819442099999,-5,".",104.26360019724,".","George Washington University",412.19589945434996,-10,"Georgetown University",412.85268880217996,-3,"Northwestern University",989.40375349628994,-1,"Boston College",47.590819442099999,-5,9,"Campus life (culture, sports, fun); Money; Prestige","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Strong influence","Moderate influence",".","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","Unsure","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["198.85.222.29",41297.456469907411,35.913192749022997,-79.055801391602003,"SAT",1390,95,"Half A's and half B's","Male",4,27,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"No","Yes","No","Yes","No",2010,"27517",8,"University of North Carolina at Chapel Hill","27599",8.8775301915299991,1305,90,-5,"Duke University","27708",17.891140673669998,1455,98,3,"University of Pennsylvania","19104",414.22716187445997,1450,97,2,"Cornell University","14853",603.21037422987001,1420,96,1,"Northwestern University","60208",813.07165856927998,1470,98,3,"No","University of North Carolina at Chapel Hill",8.8775301915299991,-5,".",17.891140673669998,".",".",414.22716187445997,".",".",603.21037422987001,".",".",813.07165856927998,".","University of North Carolina at Chapel Hill",8.8775301915299991,-5,1,"Prestige and cost ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","No","Yes","Unsure","Moderately important","Yes","Yes",".",".",".","."]
["24.21.108.85",41303.784444444442,45.404907226562003,-122.79800415039,"SAT",1430,97,"Mostly A's","Female",3,27,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2012,"97224",6,"University of Washington-Seattle Campus","98195",188.04618460089,1230,83,-14,"Oregon State University","97331",78.608426504519997,1100,65,-32,"University of California-Berkeley","94720",619.23056625045001,1355,94,-3,"University of California-Davis","95616",564.25412884400998,1195,79,-18,"Stanford University","94305",662.49602083895991,1475,98,1,"No","University of Washington-Seattle Campus",188.04618460089,-14,"Oregon State University",78.608426504519997,-32,".",619.23056625045001,".","University of California-Davis",564.25412884400998,-18,".",662.49602083895991,".","Oregon State University",78.608426504519997,-32,6,"The cost of attendance as well as the cost of living. Many of the California schools cost too much to attend as well as to live in the city where the college was located. The quality of the engineering program was also important. ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["172.78.61.196",41298.339918981481,41.461898803711001,-87.000801086425994,"SAT",1000,49,"Mostly B's","Female",6,5,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2012,"47906",6,"Purdue University-Main Campus","47907",5.0585828577899994,1200,79,30,"Pennsylvania State University-Main Campus","16802",540.90299952380997,1195,79,30,"University of California-Los Angeles","90095",2128.8164541976198,1300,89,40,"University of California-Berkeley","94720",2219.80570166289,1355,94,45,"Stanford University","94305",2263.0711562513998,1475,98,49,"Yes","Purdue University-Main Campus",5.0585828577899994,30,"Pennsylvania State University-Main Campus",540.90299952380997,30,".",2128.8164541976198,".",".",2219.80570166289,".",".",2263.0711562513998,".","Purdue University-Main Campus",5.0585828577899994,30,"10+","ranking, tuition fee, student population","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence",".","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["128.118.113.155",41297.261365740742,40.807693481445,-77.861396789550994,"SAT",1400,96,"Mostly A's","Female",11,2,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2013,"17023",8,"Pennsylvania State University-Main Campus","16802",92.576229484529989,1195,79,-17,"George Washington University","20052",148.89793551731998,1295,89,-7,"University of Pittsburgh-Pittsburgh Campus","15260",227.46907975043999,1255,86,-10,"Lebanon Valley College","17003",38.181395511929999,1110,67,-29,"Columbia University in the City of New York","10027",181.71441217479,1480,98,2,"No","Pennsylvania State University-Main Campus",92.576229484529989,-17,"George Washington University",148.89793551731998,-7,"University of Pittsburgh-Pittsburgh Campus",227.46907975043999,-10,"Lebanon Valley College",38.181395511929999,-29,".",181.71441217479,".","Pennsylvania State University-Main Campus",92.576229484529989,-17,".","resources available, research opportunities, distance from home","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence",".","Minimal influence","No influence",".","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","No",".",".",".","."]
["73.99.9.127",41297.581296296295,38.088806152343999,-78.559196472167997,"ACT",1560,99,"Mostly A's","Male",8,23,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2010,"63141",15,"University Of Miami","33146",1239.1011448265999,1325,92,-7,"University Of Southern California","90089",1825.10823629013,1380,95,-4,"University of California-Berkeley","94720",2030.1190971203998,1355,94,-5,"University Of Pennsylvania","19104",902.81567816978998,1450,97,-2,"Washington University in St Louis","63130",9.6946333063800001,1485,99,0,"No","University Of Miami",1239.1011448265999,-7,"University Of Southern California",1825.10823629013,-4,"University of California-Berkeley",2030.1190971203998,-5,".",902.81567816978998,".","Washington University in St Louis",9.6946333063800001,0,"University Of Miami",1239.1011448265999,-7,8,"Location, major choices, reputation","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["68.40.86.107",41298.379525462966,42.273406982422003,-83.713302612305,"ACT",1510,99,"Mostly A's","Male",6,18,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2014,"48109",5,"University Of Notre Dame","46556",180.89793043112999,1430,97,-2,"University of Michigan-Ann Arbor","48109",0,1380,95,-4,"Stanford University","94305",2397.6185241356698,1475,98,-1,"Ferris State University","49307",187.93806601383,1010,50,-49,"Massachusetts Institute Of Technology","02139",749.1014945587799,1500,99,0,"Yes","University Of Notre Dame",180.89793043112999,-2,"University of Michigan-Ann Arbor",0,-4,"Stanford University",2397.6185241356698,-1,"Ferris State University",187.93806601383,-49,".",749.1014945587799,".","University of Michigan-Ann Arbor",0,-4,8,"Cost of attendance, financial aid, education, prestige","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["98.254.68.95",41300.405451388891,25.829803466796999,-80.28630065918,"Both",1490,99,"Half A's and half B's","Male",12,12,1995,"Yes","White (including Middle Eastern)","Yes",10,4,0,0,"No","Yes","Yes",".","Yes",2013,"33016",5,"Stanford University","94305",3087.8376419876699,1475,98,-1,"Williams College","01267",1436.92522647333,1445,97,-2,"Princeton University","08544",1231.71863371821,1505,99,0,"Harvard University","02138",1485.74698224282,1505,99,0,"Massachusetts Institute Of Technology","02139",1484.3675382010199,1500,99,0,"Yes","Stanford University",3087.8376419876699,-1,".",1436.92522647333,".",".",1231.71863371821,".",".",1485.74698224282,".",".",1484.3675382010199,".","Stanford University",3087.8376419876699,-1,3,"ambience and the programs they offered","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","No","No","Very important","Yes","Yes","FIU",".",".","."]
["50.179.0.131",41298.660057870373,42.052505493163999,-87.890602111815994,"ACT",1600,99,"Mostly A's","Male",10,5,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","No","No",2010,"60004",15,"Boston College","02467",1013.2016487021,1360,94,-5,"Northwestern University","60208",18.107377847789998,1470,98,-1,"Columbia University in the City of New York","10027",830.89196292728991,1480,98,-1,"California Institute Of Technology","91125",2006.6492859029099,1545,99,0,"Massachusetts Institute Of Technology","02139",1015.10677277064,1500,99,0,"No",".",1013.2016487021,".","Northwestern University",18.107377847789998,-1,"Columbia University in the City of New York",830.89196292728991,-1,".",2006.6492859029099,".",".",1015.10677277064,".","Northwestern University",18.107377847789998,-1,4,"Prestige, feel of campus, weather","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Strong influence","Strong influence","Moderate influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","Yes","Unsure","Yes","No","Yes","Very important","Yes","Yes",".",".",".","."]
["198.89.117.156",41296.587245370371,37.311996459961001,-121.96600341797,"SAT",1540,99,"Mostly A's","Male",3,22,1994,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","No",2012,"23185",20,"Harvard University","02138",592.81110599402996,1505,99,0,"Stanford University","94305",2944.87566544842,1475,98,-1,"Princeton University","08544",338.78275746942001,1505,99,0,"Yale University","06520",461.10340444805996,1500,99,0,"California Institute Of Technology","91125",2660.7884856075598,1545,99,0,"No",".",592.81110599402996,".",".",2944.87566544842,".","Princeton University",338.78275746942001,0,"Yale University",461.10340444805996,0,".",2660.7884856075598,".","Princeton University",338.78275746942001,0,2,"College prestige, program quality.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["204.186.182.69",41304.417349537034,41.052993774413999,-76.470100402832003,"SAT",1300,89,"Mostly C's","Male",10,22,1995,"Yes","Black or African American (including Africa and Caribbean)","No",".",5,0,0,"Yes","Yes","Yes",".","No",2013,"17402",4,"Temple University","19122",101.35558302803999,1120,69,-20,"West Chester University of Pennsylvania","19383",68.392462769730002,1105,67,-22,"Bloomsburg University of Pennsylvania",".",".",990,47,-42,"Kutztown University of Pennsylvania","19530",71.974667680079989,960,42,-47,".",".",".",".",".",".","No",".",101.35558302803999,".",".",68.392462769730002,".","Bloomsburg University of Pennsylvania",".",-42,".",71.974667680079989,".",".",".",".","Bloomsburg University of Pennsylvania",".",-42,3,"enviroment outside off campus life","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","no","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","idk","Strong influence","Strong influence","Very strong influence","Moderate influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","Yes","No","No","Yes","No","Moderately important","No","Yes",".",".",".","."]
["73.76.62.25",41298.664988425924,30.068405151366999,-95.372703552245994,"Both",1300,89,"Half A's and half B's","Female",4,21,1996,"Yes","White (including Middle Eastern)","Yes",10,2,0,0,"No","No","Yes",".","No",2014,"77073",4,"Lone Star College System","77381",17.038619400989997,"Nonsel","Nonsel",-39,"Prairie View A & M University","77446",48.469438304759997,845,23,-66,"Texas Southern University","77004",22.596163324349998,835,22,-67,"Stephen F Austin State University","75961",142.05104637470998,990,47,-42,".",".",".",".",".",".","No","Lone Star College System",17.038619400989997,-39,"Prairie View A & M University",48.469438304759997,-66,"Texas Southern University",22.596163324349998,-67,".",142.05104637470998,".",".",".",".","Lone Star College System",17.038619400989997,-39,3,"That I would feel comfortable with the setting.","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".","Very strong influence","Very strong influence","No influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["76.92.75.143",41301.379224537035,39.484100341797003,-80.060096740722997,"ACT",1110,67,"Half A's and half B's","Female",7,19,1991,"No","White (including Middle Eastern)","Yes",6,2,0,0,"Yes","No","No","Yes","No",2009,"26757",4,"Fairmont State University","26554",118.41097945115999,935,38,-29,"West Virginia University","26506",101.29033905308999,1035,56,-11,"Marshall University","25755",274.27821423552001,985,47,-20,"Shepherd University","25443",74.918724378299999,1005,50,-17,".",".",".",".",".",".","No","Fairmont State University",118.41097945115999,-29,"West Virginia University",101.29033905308999,-11,"Marshall University",274.27821423552001,-20,"Shepherd University",74.918724378299999,-17,".",".",".","Fairmont State University",118.41097945115999,-29,5,"The size was one of the main factors. Some colleges seemed too big for the rural life I was used to. ","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree",".","Somewhat agree","Neither agree nor disagree","Strongly disagree","Neither agree nor disagree",".","Very strong influence","Strong influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["73.184.47.20",41301.495381944442,33.760604858397997,-84.176300048827997,"Both",1430,97,"Mostly A's","Male",9,19,1994,"No","Black or African American (including Africa and Caribbean)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2012,"30035",4,"Georgia State University","30303",15.19314696669,1065,61,-36,"University Of Georgia","30602",60.046826316839997,1235,84,-13,"Georgia Institute of Technology-Main Campus","30332",16.445209914539998,1360,94,-3,"Morehouse College","30314",15.41808333747,1005,50,-47,".",".",".",".",".",".","No","Georgia State University",15.19314696669,-36,"University Of Georgia",60.046826316839997,-13,".",16.445209914539998,".",".",15.41808333747,".",".",".",".","University Of Georgia",60.046826316839997,-13,3,"I good staff and system. I was looking for somewhere that had a great learning environment.","No","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree",".",".",".",".",".",".","Moderate influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","1-3 hours drive","Yes","No","Yes","Yes","No","Yes","Very important","Yes","No",".",".",".","."]
["72.79.36.57",41300.763043981482,40.80859375,-74.186897277832003,"SAT",1400,96,"Half A's and half B's","Male",11,27,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",3,3,0,0,"No","No","Yes",".","Yes",2015,"07110",4,"New Jersey Institute of Technology","07102",7.6049619944099991,1140,71,-25,"Rutgers University-New Brunswick","08901",35.632530890550001,1210,81,-15,"Montclair State University","07043",3.1758281520899998,970,43,-53,"Fairleigh Dickinson University-College at Florham","07940",27.606900600509999,1020,52,-44,".",".",".",".",".",".","Yes",".",7.6049619944099991,".",".",35.632530890550001,".","Montclair State University",3.1758281520899998,-53,"Fairleigh Dickinson University-College at Florham",27.606900600509999,-44,".",".",".","Montclair State University",3.1758281520899998,-53,3,"The most important factors in choosing a college had to be how good the school is, how good are the professors, good program, easy commute, and lastly the reputation of the school. ","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","They were really expensive and I did not receive a scholarship. ","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","I had family, friends, and a job here so why pretend to live a once in a lifetime college life far away when you can have one near home. I respect my parents decision, my loyalness to my friends, and to save my expenses. Staying near home saves a lot of money than being far away. ","Very strong influence","Moderate influence","Strong influence","Minimal influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","No","No","Yes","Extremely important","Yes","Yes","New Jersey Institute of Technology","Rutgers University-New Brunswick","Fairleigh Dickinson ","."]
["97.70.9.184",41296.510972222219,42.397094726562003,-83.373199462890994,"ACT",1420,96,"Mostly A's","Female",5,11,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2011,"48152",4,"Michigan State University","48824",70.249741256639993,1120,69,-27,"University of Michigan-Ann Arbor","48109",20.8656445602,1380,95,-1,"Northern Michigan University","49855",445.30007097278997,1030,54,-42,"Eastern Michigan University","48197",26.247961807979998,1020,52,-44,".",".",".",".",".",".","No","Michigan State University",70.249741256639993,-27,"University of Michigan-Ann Arbor",20.8656445602,-1,"Northern Michigan University",445.30007097278997,-42,"Eastern Michigan University",26.247961807979998,-44,".",".",".","Michigan State University",70.249741256639993,-27,2,"Academic reputation and national ranking were important. I wanted to go somewhere in-state to save on tuition. I wanted somewhere that I thought would help me navigate my academic career.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","No","Yes","Yes","Unsure","Very important","Yes","Yes",".",".",".","."]
["99.6.255.45",41299.431238425925,34.09049987793,-118.13439941406,"Both",1350,93,"Mostly B's","Male",4,4,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2012,"91803",4,"California State University-Fullerton","92831",27.94679064144,1025,54,-39,"California State Polytechnic University-Pomona","91768",21.79024489092,1070,61,-32,"University of California-Riverside","92521",49.513341903959997,1090,64,-29,"California State University-Long Beach","90840",26.426916710699999,1020,52,-41,".",".",".",".",".",".","No","California State University-Fullerton",27.94679064144,-39,".",21.79024489092,".",".",49.513341903959997,".",".",26.426916710699999,".",".",".",".","California State University-Fullerton",27.94679064144,-39,1,"Cost and Distance because I did not have much money to spend so I wanted to keep costs affordable. I also wanted to be not too far from home so I had the option to go back whenever I wanted too.","No","Strongly agree","Strongly agree","Neither agree nor disagree","Somewhat disagree","No",".",".",".",".",".","No influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["108.81.241.10",41300.784004629626,33.788604736327997,-117.93060302734,"ACT",1150,73,"Half A's and half B's","Female",4,9,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"No","Yes","No","Yes","No",2011,"92697",4,"University of California-Merced","95343",323.71885571024995,1020,52,-21,"University of California-Irvine","92697",0,1130,70,-3,"California State University-Long Beach","90840",20.89919860446,1020,52,-21,"California State University-Fullerton","92831",21.472102841639998,1025,54,-19,".",".",".",".",".",".","No","University of California-Merced",323.71885571024995,-21,"University of California-Irvine",0,-3,".",20.89919860446,".","California State University-Fullerton",21.472102841639998,-19,".",".",".","University of California-Irvine",0,-3,".","I went with the most prestigious and well-known university.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["73.165.210.63",41303.791608796295,39.758895874022997,-75.565002441405994,"SAT",1350,93,"Mostly B's","Female",7,11,1991,"No","White (including Middle Eastern)","No",".",5,0,0,"No","No","No","Yes","No",2009,"06078",6,"University Of Delaware","19716",264.00322023768001,1170,76,-17,"Hofstra University","11549",138.12335908271999,1165,76,-17,"Temple University","19122",226.08342199673999,1120,69,-24,"Pace University-New York","10038",133.16481698651998,1040,56,-37,".",".",".",".",".",".","No","University Of Delaware",264.00322023768001,-17,"Hofstra University",138.12335908271999,-17,"Temple University",226.08342199673999,-24,"Pace University-New York",133.16481698651998,-37,".",".",".","University Of Delaware",264.00322023768001,-17,4,"Location, sports","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree","No","Somewhat agree","Strongly agree","Strongly disagree","Strongly disagree","No","Strong influence","Moderate influence","Strong influence","Minimal influence","No influence","Live on/near campus","Very important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["198.98.113.155",41296.367673611108,41.848297119141002,-87.629096984862997,"SAT",1080,62,"Mostly B's","Female",12,19,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2015,"20877",4,"University of Maryland-College Park","20742",24.540433777859999,1310,90,28,"Montgomery College","20850",5.3487632035199999,"Nonsel","Nonsel",-12,"Hood College","21701",29.204445929999999,1035,56,-6,"Towson University","21252",53.150848850219994,1080,62,0,".",".",".",".",".",".","No",".",24.540433777859999,".","Montgomery College",5.3487632035199999,-12,"Hood College",29.204445929999999,-6,"Towson University",53.150848850219994,0,".",".",".","Montgomery College",5.3487632035199999,-12,5,"Proximity to my house, strength of the department I wanted to study my major in, cost","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","The cost was prohibitive was the main reason.","Strongly agree","Strongly agree","Strongly agree","Strongly agree","None","Minimal influence","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","No","Not at all important","Yes","Yes",".",".",".","."]
["173.9.46.137",41298.543645833335,42.32209777832,-71.133399963379006,"SAT",1450,97,"Mostly A's","Male",8,5,1992,"No","White (including Middle Eastern)","Yes",1,4,0,0,"Yes","Yes","No","Yes","No",2010,"02115",5,"Manhattan School Of Music","10027",206.85198366623999,".",".",".","The New England Conservatory of Music","02115",0,".",".",".","Berklee College Of Music","02215",2.2120814363999997,".",".",".","SUNY at Purchase College","10577",184.63672088135999,1080,62,-35,"The Juilliard School","10023",209.44931524044,".",".",".","No",".",206.85198366623999,".","The New England Conservatory of Music",0,".","Berklee College Of Music",2.2120814363999997,".","SUNY at Purchase College",184.63672088135999,-35,".",209.44931524044,".","The New England Conservatory of Music",0,".",4,"Scholarship","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","No influence","Minimal influence","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","Unsure","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["68.192.45.157",41303.437881944446,40.576705932617003,-74.367401123047003,"SAT",1100,65,"Half A's and half B's","Female",12,13,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","No",2012,"19711",4,"Towson University","21252",60.993796010399997,1080,62,-3,"University Of Delaware","19716",4.6577984402399997,1170,76,11,"Stevenson University","21153",66.964551775109996,995,49,-16,"Arcadia University",".",".",1089,64,-1,".",".",".",".",".",".","No","Towson University",60.993796010399997,-3,"University Of Delaware",4.6577984402399997,11,"Stevenson University",66.964551775109996,-16,"Arcadia University",".",-1,".",".",".","University Of Delaware",4.6577984402399997,11,4,"Quality of education, tuition amount, financial aid availability, scholarship ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","No influence","No influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Unsure","Unsure","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["12.251.27.198",41303.564525462964,34.069000244141002,-118.35020446777,"SAT",1470,98,"Mostly A's","Female",11,7,1993,"Yes","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"91214",4,"University of California-Los Angeles","90095",31.715406908789998,1300,89,-9,"University of California-San Diego","92093",123.13029363921,1280,88,-10,"University Of Southern California","90089",19.219010906699999,1380,95,-3,"San Diego State University","92182",135.76152718953,1090,64,-34,".",".",".",".",".",".","No","University of California-Los Angeles",31.715406908789998,-9,"University of California-San Diego",123.13029363921,-10,".",19.219010906699999,".","San Diego State University",135.76152718953,-34,".",".",".","University of California-San Diego",123.13029363921,-10,4,"Good program for me, close to family but not too close, city I like. ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","1-3 hours drive","No","Unsure","No","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["32.213.23.201",41303.511400462965,41.061004638672003,-73.542900085449006,"SAT",1290,89,"Half B's and half C's","Male",7,17,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"98382",4,"Washington University in St Louis","63130",2186.4548457820197,1485,99,10,"Southern Illinois University-Carbondale","62901",2293.5121308495,1065,61,-28,"Washington State University","99164",394.78694282411999,1030,54,-35,"Oregon State University","97331",305.14482809877001,1100,65,-24,".",".",".",".",".",".","No",".",2186.4548457820197,".","Southern Illinois University-Carbondale",2293.5121308495,-28,"Washington State University",394.78694282411999,-35,".",305.14482809877001,".",".",".",".","Southern Illinois University-Carbondale",2293.5121308495,-28,1,"Social life","No","Somewhat agree","Strongly agree","Somewhat disagree","Neither agree nor disagree","None",".",".",".",".",".","Strong influence","Minimal influence","Strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","No","Yes",".",".",".","."]
["151.202.41.53",41304.395833333336,40.626007080077997,-74.094200134277003,"Both",1100,65,"Mostly A's","Male",5,30,1992,"Yes","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","Yes",2010,"10304",6,"Cornell University","14853",232.37169843953998,1420,96,31,"SUNY at Binghamton","13850",196.07305763330999,1302.5,89,24,".",".",".",".",".",".","CUNY Brooklyn College","11210",13.296100723619999,1100,65,0,".",".",".",".",".",".","No",".",232.37169843953998,".",".",196.07305763330999,".",".",".",".","CUNY Brooklyn College",13.296100723619999,0,".",".",".",".",232.37169843953998,".",1,"Programs. ","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","No.","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree","Did not want to pay for living expenses. ","No influence","No influence","No influence","Strong influence",".","Commute","Very important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes","Sophie Davis School of Biomed",".",".","."]
["159.140.254.108",41298.513090277775,38.955200195312003,-94.644897460937997,"Both",1250,85,"Half A's and half B's","Male",4,30,1991,"No","Asian (including Indian subcontinent and Philippines),White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2009,"23831",4,"Virginia Polytechnic Institute and State University","24061",234.17678174648998,1220,82,-3,"James Madison University","22807",145.83022595228999,1150,73,-12,"Mount Saint Mary'S University","90049",2655.0724920307498,935,38,-47,"Virginia Commonwealth University","23284",18.660398206889997,1105,67,-18,".",".",".",".",".",".","Yes","Virginia Polytechnic Institute and State University",234.17678174648998,-3,".",145.83022595228999,".","Mount Saint Mary'S University",2655.0724920307498,-47,"Virginia Commonwealth University",18.660398206889997,-18,".",".",".","Virginia Polytechnic Institute and State University",234.17678174648998,-3,3,"Name recognition, business program ranking, and career outlook post college were the three most important factors.  I was very futuristic when applying to colleges.  Distance from home also played an important factor in that I didn't want to be too close to home.","No","Neither agree nor disagree","Somewhat agree","Somewhat agree","Somewhat disagree","None that I can think of","Somewhat agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","Cost.  I didn't want to have to pay for plane tickets or anything like that during the holidays and breaks.","Strong influence","Minimal influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Very important","3+ hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","No",".",".",".","."]
["204.99.174.224",41299.789236111108,40.785507202147997,-111.73670196533,"Both",1390,95,"Mostly A's","Male",1,24,1993,"No","White (including Middle Eastern)","Yes",4,3,0,0,"Yes","Yes","No","Yes","No",2011,"30461",4,"University Of Notre Dame","46556",891.72482379947996,1430,97,2,"Purdue University-Main Campus","47907",815.68203893846999,1200,79,-16,"Georgia Institute of Technology-Main Campus","30332",216.80075778932999,1360,94,-1,"Embry-Riddle Aeronautical University-Daytona Beach","32114",269.16370797062996,1105,67,-28,".",".",".",".",".",".","No","University Of Notre Dame",891.72482379947996,2,"Purdue University-Main Campus",815.68203893846999,-16,"Georgia Institute of Technology-Main Campus",216.80075778932999,-1,"Embry-Riddle Aeronautical University-Daytona Beach",269.16370797062996,-28,".",".",".","University Of Notre Dame",891.72482379947996,2,1,"The most important factors in choosing my college was the prestige of the university, the cost of going, and whether they offered programs suitable to what I wanted to study. In the end Notre Dame won on all three accounts. ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["129.49.100.23",41297.550000000003,40.873199462891002,-73.081199645995994,"Both",1400,96,"Mostly A's","Male",2,23,1993,"Yes","White (including Middle Eastern)","No",".",2,0,0,"Unsure","No","Yes",".","No",2014,"11961",4,"Stony Brook University","11794",16.881412489919999,1250,85,-11,"Cornell University","14853",291.76919186282998,1420,96,0,"Suny Oneonta","13820",231.71988006122999,1100,65,-31,"Saint Joseph's University","19131",175.56780836330998,1110,67,-29,".",".",".",".",".",".","No","Stony Brook University",16.881412489919999,-11,".",291.76919186282998,".",".",231.71988006122999,".",".",175.56780836330998,".",".",".",".","Stony Brook University",16.881412489919999,-11,1,"Academic rigor was key.","No","Neither agree nor disagree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","No.",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["108.44.210.18",41300.413865740738,38.272399902343999,-77.593200683594006,"SAT",1500,99,"Mostly A's","Male",1,14,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","Yes",2012,"22407",4,"University of Virginia-Main Campus","22903",68.025232396439989,1355,94,-5,"College of William and Mary","23187",106.32158157852,1365,94,-5,"Virginia Commonwealth University","23284",60.862686689309996,1105,67,-32,"University of Mary Washington","22401",7.1967211225799996,1110,67,-32,".",".",".",".",".",".","No",".",68.025232396439989,".","College of William and Mary",106.32158157852,-5,"Virginia Commonwealth University",60.862686689309996,-32,"University of Mary Washington",7.1967211225799996,-32,".",".",".","Virginia Commonwealth University",60.862686689309996,-32,4,"Location and degree programs","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Commute","Very important","1-3 hours drive","No","Yes","No","No","Yes","No","Moderately important","No","Yes","Liberty University",".",".","."]
["72.229.132.205",41303.309340277781,40.862594604492003,-73.921798706055,"ACT",1300,89,"Mostly A's","Female",3,1,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","Yes",2011,"10022",4,"Columbia University in the City of New York","10027",6.8605593087899992,1480,98,9,"Fordham University","10458",11.671215061769999,1255,86,-3,"New York University","10012",3.28456811034,1355,94,5,"CUNY City College","10031",6.8444036578499992,1110,67,-22,".",".",".",".",".",".","No",".",6.8605593087899992,".",".",11.671215061769999,".",".",3.28456811034,".","CUNY City College",6.8444036578499992,-22,".",".",".","CUNY City College",6.8444036578499992,-22,4,"Location in New York City, so I could continue living at home","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","Yes","Yes","Very important","Yes","Yes","CUNY Hunter College",".",".","."]
["165.230.225.76",41300.404930555553,40.483505249022997,-74.443199157715,"SAT",1250,85,"Mostly A's","Female",5,16,1995,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),Black or African American (including Africa and Caribbean)","No",".",2,0,0,"No","Yes","Yes",".","No",2013,"07202",4,"North Carolina State University at Raleigh","27695",493.00522271384995,1225,83,-2,"Rutgers University-New Brunswick","08901",20.965063950599998,1210,81,-4,"Princeton University","08544",36.495615473459999,1505,99,14,"Rowan University","08028",91.028393850239993,1120,69,-16,".",".",".",".",".",".","No","North Carolina State University at Raleigh",493.00522271384995,-2,"Rutgers University-New Brunswick",20.965063950599998,-4,".",36.495615473459999,".","Rowan University",91.028393850239993,-16,".",".",".","Rutgers University-New Brunswick",20.965063950599998,-4,3,"the cost","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Strong influence","Strong influence","Moderate influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["65.27.238.237",41297.753229166665,39.336700439452997,-84.549598693847997,"Both",1450,97,"Mostly A's","Male",5,14,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2010,"43210",4,"Ohio State University-Main Campus","43210",0,1265,87,-10,"Miami University-Oxford","45056",129.45833783817,1225,83,-14,"Michigan State University","48824",251.46767785061999,1120,69,-28,"University Of Dayton","45469",74.030784947789996,1125,70,-27,".",".",".",".",".",".","No","Ohio State University-Main Campus",0,-10,"Miami University-Oxford",129.45833783817,-14,"Michigan State University",251.46767785061999,-28,"University Of Dayton",74.030784947789996,-27,".",".",".","Ohio State University-Main Campus",0,-10,4,"Funding, campus size and aesthetics, available degree programs","No","Neither agree nor disagree","Strongly agree","Strongly disagree","Somewhat disagree","None",".",".",".",".",".","Very strong influence","Minimal influence","Moderate influence","No influence",".","Live on/near campus","Slightly important","3+ hours drive","No","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["137.54.26.244",41297.418541666666,38.032897949218999,-78.513702392577997,"SAT",1470,98,"Mostly A's","Male",1,27,1995,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2013,"23692",4,"University of Virginia-Main Campus","22903",145.89112032890998,1355,94,-4,"College of William and Mary","23187",20.196427788569999,1365,94,-4,"James Madison University","22807",197.06041645421999,1150,73,-25,"The University of Alabama","35487",794.67596448933,1125,70,-28,".",".",".",".",".",".","No","University of Virginia-Main Campus",145.89112032890998,-4,"College of William and Mary",20.196427788569999,-4,"James Madison University",197.06041645421999,-25,"The University of Alabama",794.67596448933,-28,".",".",".","University of Virginia-Main Campus",145.89112032890998,-4,3,"Academics, as well as the general vibe of the campus","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Unsure","Yes","Yes","Yes","No","Slightly important","Yes","No",".",".",".","."]
["66.192.183.178",41296.744363425925,47.602600097656001,-122.3283996582,"SAT",1470,98,"Half B's and half C's","Female",4,3,1992,"Yes","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","Yes",2010,"98104",4,"Seattle University","98122",1.9231438330499999,1160,74,-24,"University of Washington-Seattle Campus","98195",4.43969715255,1230,83,-15,"University of Puget Sound","98416",36.581364697679994,1225,83,-15,"Seattle Pacific University","98119",4.7050226506800001,1135,71,-27,".",".",".",".",".",".","No","Seattle University",1.9231438330499999,-24,"University of Washington-Seattle Campus",4.43969715255,-15,"University of Puget Sound",36.581364697679994,-15,"Seattle Pacific University",4.7050226506800001,-27,".",".",".","Seattle University",1.9231438330499999,-24,2,"scholarships/tuition, distance from my house/work","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","No","Seattle University",".",".","."]
["138.128.130.73",41304.38385416667,29.58219909668,-95.760803222655994,"SAT",1200,79,"Mostly B's","Female",7,13,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2011,"77407",4,"Texas Tech University","79409",519.73909679241001,1110,67,-12,"University Of Central Florida","32816",1002.5588029597799,1180,77,-2,"Texas A & M University-College Station","77843",91.83928325318999,1180,77,-2,"University Of Houston","77204",26.468548580429999,1140,71,-8,".",".",".",".",".",".","No",".",519.73909679241001,".",".",1002.5588029597799,".","Texas A & M University-College Station",91.83928325318999,-2,".",26.468548580429999,".",".",".",".","Texas A & M University-College Station",91.83928325318999,-2,2,"It should be in Texas.It should be good ranked.","No","Strongly agree","Strongly agree","Strongly agree","Strongly disagree","none","Strongly disagree","Strongly disagree","Neither agree nor disagree","Somewhat disagree","none","Very strong influence","Very strong influence","Strong influence","Strong influence","Very strong influence","Commute","Moderately important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["107.13.34.213",41299.777372685188,35.871307373047003,-78.539398193359006,"SAT",1120,69,"Mostly A's","Male",8,19,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2008,"27596",4,"North Carolina State University at Raleigh","27695",29.986752258209997,1225,83,14,"East Carolina University","27858",81.316362150540002,1050,57,-12,"University Of North Carolina Wilmington","28403",153.36310888865998,1175,77,8,"Appalachian State University",".",".",1150,73,4,".",".",".",".",".",".","No","North Carolina State University at Raleigh",29.986752258209997,14,"East Carolina University",81.316362150540002,-12,"University Of North Carolina Wilmington",153.36310888865998,8,"Appalachian State University",".",4,".",".",".","North Carolina State University at Raleigh",29.986752258209997,14,2,"LOCATION,WHERE I WANTED TO GO, CLOSE TO FAMILY ","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","WOULD NOT GET IN","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Moderate influence","Minimal influence","Strong influence","No influence","No influence","Live on/near campus","Extremely important","3+ hours drive","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["165.83.47.253",41298.533912037034,34.054397583007997,-118.2440032959,"SAT",1240,84,"Half A's and half B's","Male",11,1,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2014,"24503",4,"Virginia Polytechnic Institute and State University","24061",93.607084288739998,1220,82,-2,"George Mason University","22030",176.63967366605999,1150,73,-11,"College of William and Mary","23187",178.68771310829999,1365,94,10,"James Madison University","22807",93.214377696659994,1150,73,-11,".",".",".",".",".",".","No","Virginia Polytechnic Institute and State University",93.607084288739998,-2,"George Mason University",176.63967366605999,-11,".",178.68771310829999,".","James Madison University",93.214377696659994,-11,".",".",".","Virginia Polytechnic Institute and State University",93.607084288739998,-2,2,"Business program","No","Strongly agree","Strongly agree","Neither agree nor disagree","Somewhat agree","No",".",".",".",".",".","Moderate influence","Moderate influence","Strong influence","Minimal influence",".","Live on/near campus","Slightly important","3+ hours drive","No","Yes","No","No","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["174.106.90.200",41303.798379629632,35.234405517577997,-80.909103393555,"SAT",1350,93,"Mostly B's","Female",8,8,1993,"No","Black or African American (including Africa and Caribbean)","No",".",5,0,0,"Yes","Yes","Yes",".","No",2012,"28262",4,"Appalachian State University","28608",115.89318338928,1150,73,-20,"University of North Carolina at Chapel Hill","27599",128.49024152414998,1305,90,-3,"North Carolina State University at Raleigh","27695",153.97453813961999,1225,83,-10,"Depaul University","60604",757.19547567971995,1155,74,-19,".",".",".",".",".",".","No","Appalachian State University",".",-20,".",128.49024152414998,".","North Carolina State University at Raleigh",153.97453813961999,-10,".",757.19547567971995,".",".",".",".","North Carolina State University at Raleigh",153.97453813961999,-10,3,"Location and price. I didn't want to live close to home or waste money.","No","Somewhat disagree","Somewhat agree","Strongly disagree","Somewhat disagree","No.",".",".",".",".",".","Very strong influence","No influence","Minimal influence","Moderate influence",".","Commute","Extremely important","flying distance/distance was not a concern","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["108.30.122.39",41303.312986111108,40.694396972656001,-73.990600585937997,"SAT",1370,94,"Mostly A's","Male",4,20,1996,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"No","No","Yes",".","No",2014,"10069",4,"Cornell University","14853",230.61135385826998,1420,96,2,"Johns Hopkins University","21218",193.17933200147999,1415,96,2,"New York University","10012",6.1733227726499997,1355,94,0,"CUNY Hunter College","10065",3.7766940928199997,1160,74,-20,".",".",".",".",".",".","No","Cornell University",230.61135385826998,2,"Johns Hopkins University",193.17933200147999,2,"New York University",6.1733227726499997,0,"CUNY Hunter College",3.7766940928199997,-20,".",".",".","CUNY Hunter College",3.7766940928199997,-20,4,"Academics\nFinancial aid\nProximity to home","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Commute","Very important","3+ hours drive","Yes","Yes","Yes","Yes","No","Yes","Extremely important","Yes","Yes",".",".",".","."]
["75.143.82.82",41299.776180555556,32.532897949218999,-85.507797241210994,"ACT",1380,95,"Mostly A's","Female",4,30,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","Yes",2009,"36330",4,"Enterprise State Community College","36330",0,"Nonsel","Nonsel",-45,"Troy University","36082",36.419808188280001,990,47,-48,"The University of Alabama","35487",189.10935070698,1125,70,-25,"Auburn University",".",".",1165,76,-19,".",".",".",".",".",".","No","Enterprise State Community College",0,-45,"Troy University",36.419808188280001,-48,"The University of Alabama",189.10935070698,-25,"Auburn University",".",-19,".",".",".","Troy University",36.419808188280001,-48,2,"price and quality of education- Price was an important  factor at the moment, but I was mostly concerned with the quality of education since this would have more of a long term impact. ","No","Somewhat disagree","Somewhat agree","Somewhat agree","Strongly disagree","I considered affordability to be an issue, as well as my egalitarian values. ","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Somewhat agree","It would be cheaper to visit family and friends if I lived close to home, and moving in and out of dorms wouldn't be as much of a hassle. ","Moderate influence","Strong influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","No","Yes","Extremely important","Yes","Yes","Auburn University","Enterprise State Community College",".","."]
["73.42.92.65",41299.501250000001,28.884399414061999,-81.792999267577997,"SAT",1480,98,"Half A's and half B's","Female",2,3,1991,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",2,0,0,"Yes","No","Yes",".","Yes",2009,"32726",4,"University Of Miami","33146",268.10116323572998,1325,92,-6,"Barry University","33161",255.19093402109999,940,38,-60,"University Of Central Florida","32816",44.114247634049995,1180,77,-21,"University of South Florida-Main Campus","33620",90.802214737079993,1170,76,-22,".",".",".",".",".",".","No",".",268.10116323572998,".","Barry University",255.19093402109999,-60,".",44.114247634049995,".",".",90.802214737079993,".",".",".",".","Barry University",255.19093402109999,-60,8,"The costs, how much financial aid/scholarships were offered","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Extremely important","No","Yes","Valencia College","Miami Dade College",".","."]
["96.64.64.177",41298.383090277777,40.397903442382997,-75.232002258300994,"SAT",1260,86,"Half A's and half B's","Male",5,16,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2011,"18966",4,"Ohio State University-Main Campus","43210",479.62088728124996,1265,87,1,"Pennsylvania State University-Main Campus","16802",199.46512295951999,1195,79,-7,"Embry-Riddle Aeronautical University-Daytona Beach","32114",958.49799324806997,1105,67,-19,"Drexel University","19104",26.594686931999998,1190,78,-8,".",".",".",".",".",".","No","Ohio State University-Main Campus",479.62088728124996,1,"Pennsylvania State University-Main Campus",199.46512295951999,-7,"Embry-Riddle Aeronautical University-Daytona Beach",958.49799324806997,-19,"Drexel University",26.594686931999998,-8,".",".",".","Pennsylvania State University-Main Campus",199.46512295951999,-7,1,"Professors and how well they were received.","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat disagree",".","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree",".","Strong influence","Strong influence","Strong influence","Strong influence",".","Live on/near campus","Very important","3+ hours drive","No","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["198.160.134.100",41298.55678240741,25.661499023438001,-80.412002563477003,"Both",1250,85,"Half A's and half B's","Male",10,10,1994,"Yes","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","Yes",2013,"33186",4,"University Of Miami","33146",10.425987197009999,1325,92,7,"Florida International University","33199",8.7874313689800001,1090,64,-21,"Miami Dade College","33132",25.925470160369997,"Nonsel","Nonsel",-35,"Florida State University","32306",495.45715342958999,1195,79,-6,".",".",".",".",".",".","No",".",10.425987197009999,".","Florida International University",8.7874313689800001,-21,"Miami Dade College",25.925470160369997,-35,".",495.45715342958999,".",".",".",".","Florida International University",8.7874313689800001,-21,3,"the campus environment. i wanted a true college eperience","No","Somewhat agree","Somewhat agree","Somewhat agree","Neither agree nor disagree","my parents couldnt afford it","Strongly agree","Somewhat agree","Neither agree nor disagree","Somewhat agree","i could still live at home and manage expenses","Strong influence","Minimal influence","Moderate influence","Moderate influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","Yes","Yes","miami dade college",".",".","."]
["108.239.174.118",41299.418252314812,41.497299194336001,-81.471397399902003,"SAT",1150,73,"Mostly B's","Female",2,12,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2015,"60657",4,"DePaul University","60604",6.7959367050299999,1155,74,1,"University of Illinois at Chicago","60607",6.9313956244499995,1180,77,4,"University of Illinois at Urbana-Champaign","61820",140.74927373166,1280,88,15,"Loyola University Chicago","60660",5.2872474557099993,1205,81,8,".",".",".",".",".",".","No","Florida State University",6.7959367050299999,".","University of Illinois at Chicago",6.9313956244499995,4,".",140.74927373166,".","Loyola University Chicago",5.2872474557099993,8,".",".",".","University of Illinois at Chicago",6.9313956244499995,4,3,"price, proximity to chicago, reputation, housing, student teacher ratio","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat agree","no","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","so i could commute if housing was too expensive","Moderate influence","Minimal influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Extremely important","Yes","Yes","University of Illinois at Chicago","loyala university chicago",".","."]
["99.135.181.121",41303.787673611114,30.174606323241999,-97.950302124022997,"SAT",1100,65,"Mostly A's","Female",12,16,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2012,"78737",4,"Texas State University","78666",35.0515488279,1035,56,-9,"The University of Texas at Austin","78712",21.736806968579998,1260,86,21,"Texas Lutheran University","78155",59.276326041239997,1035,56,-9,"Baylor University",".",".",1225,83,18,".",".",".",".",".",".","No",".",35.0515488279,".","The University of Texas at Austin",21.736806968579998,21,".",59.276326041239997,".",".",".",".",".",".",".","The University of Texas at Austin",21.736806968579998,21,4,"Classes of study available, proximity to home, safety of the campus.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Minimal influence","Minimal influence","Commute","Very important","3+ hours drive","No","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["24.90.16.190",41299.782557870371,40.765396118163999,-73.817398071289006,"Both",1520,99,"Mostly A's","Male",3,16,1996,"No","Asian (including Indian subcontinent and Philippines)","Yes",12,2,0,0,"Unsure","Unsure","Yes",".","No",2014,"11373",4,"Cornell University","14853",236.25837523298998,1420,96,-3,"University Of Chicago","60637",795.32902561001993,1515,99,0,"SUNY at Albany","12222",157.01863559942998,1100,65,-34,"Fordham University","10458",13.172447856809999,1255,86,-13,".",".",".",".",".",".","Yes",".",236.25837523298998,".",".",795.32902561001993,".","SUNY at Albany",157.01863559942998,-34,"Fordham University",13.172447856809999,-13,".",".",".","Fordham University",13.172447856809999,-13,1,"Distance from home and quality of education.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Strong influence","Moderate influence",".","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["50.188.10.144",41303.797777777778,44.972900390625,-93.287300109862997,"Both",1250,85,"Mostly B's","Male",1,19,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","Yes",2012,"55408",4,"University of Minnesota-Twin Cities","55455",6.0664469279699995,1300,89,4,"Minnesota State University-Mankato","56001",81.553725945119993,1030,54,-31,"University of Minnesota-Duluth","55812",160.20937666007998,1080,62,-23,"University of Wisconsin-Madison","53706",268.72129168334999,1280,88,3,".",".",".",".",".",".","No","University of Minnesota-Twin Cities",6.0664469279699995,4,"Minnesota State University-Mankato",81.553725945119993,-31,".",160.20937666007998,".",".",268.72129168334999,".",".",".",".","University of Minnesota-Twin Cities",6.0664469279699995,4,4,"Size, proximity, cost, tradition. ","No","Somewhat agree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree",".","Moderate influence","Moderate influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes","Minneapolis Community and Technical College",".",".","."]
["131.191.106.68",41299.843472222223,47.248092651367003,-122.47259521484,"ACT",1420,96,"Mostly A's","Male",4,4,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2015,"55432",4,"University of Michigan-Ann Arbor","48109",666.61695457103997,1380,95,-1,"University Of Iowa","52242",311.74876110609,1230,83,-13,"University of Minnesota-Twin Cities","55455",13.883296498169999,1300,89,-7,"University of Wisconsin-Madison","53706",272.28174860204996,1280,88,-8,".",".",".",".",".",".","No","University of Michigan-Ann Arbor",666.61695457103997,-1,"University Of Iowa",311.74876110609,-13,"University of Minnesota-Twin Cities",13.883296498169999,-7,"University of Wisconsin-Madison",272.28174860204996,-8,".",".",".","University of Minnesota-Twin Cities",13.883296498169999,-7,4,"Cost","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Don't like being near assholes",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["65.126.43.116",41296.499386574076,41.949905395507997,-110.4600982666,"SAT",1140,71,"Mostly B's","Male",10,2,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2010,"95608",4,"California State University-Sacramento","95819",9.2410323376800001,950,40,-31,"University of California-Berkeley","94720",90.776738518289989,1355,94,23,"San Jose State University","95192",131.40509377644,1030,54,-17,"Santa Clara University","95053",129.73236253296,1290,89,18,".",".",".",".",".",".","No","California State University-Sacramento",9.2410323376800001,-31,".",90.776738518289989,".",".",131.40509377644,".",".",129.73236253296,".",".",".",".","California State University-Sacramento",9.2410323376800001,-31,3,"Something well rounded","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Strong influence","Moderate influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["100.36.172.47",41297.560208333336,38.785095214843999,-77.286598205565994,"SAT",1500,99,"Half A's and half B's","Male",4,19,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","No","Yes","No",2010,"90048",4,"University Of Southern California","90089",9.0223096787999992,1380,95,-4,"University of California-Berkeley","94720",370.89770605337998,1355,94,-5,"University of California-Davis","95616",396.31303046675998,1195,79,-20,"University of California-Los Angeles","90095",5.1747792703199993,1300,89,-10,".",".",".",".",".",".","No",".",9.0223096787999992,".",".",370.89770605337998,".","University of California-Davis",396.31303046675998,-20,"University of California-Los Angeles",5.1747792703199993,-10,".",".",".","University of California-Los Angeles",5.1747792703199993,-10,6,"Strength of program, campus life, quality of facilities","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Moderate influence","Moderate influence",".","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["71.246.236.216",41299.445231481484,38.779098510742003,-76.779403686522997,"SAT",1300,89,"Mostly A's","Male",9,20,1994,"No","Black or African American (including Africa and Caribbean)","Yes",5,4,0,0,"No","No","Yes",".","No",2015,"20772",4,"Ohio State University-Main Campus","43210",424.85944430654996,1265,87,-2,"Washington State University","99164",2560.9353781169398,1030,54,-35,"Texas A & M University-College Station","77843",1444.3350779140799,1180,77,-12,"University of Maryland-College Park","20742",24.75107861127,1310,90,1,".",".",".",".",".",".","Yes",".",424.85944430654996,".","Washington State University",2560.9353781169398,-35,".",1444.3350779140799,".","University of Maryland-College Park",24.75107861127,1,".",".",".","University of Maryland-College Park",24.75107861127,1,2,"location","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Strong influence","Very strong influence","Strong influence","Moderate influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","Yes","Yes","No","Yes","Very important","Yes","Yes",".",".",".","."]
["129.21.69.106",41297.27616898148,43.089904785156001,-77.637603759765994,"SAT",1250,85,"Mostly B's","Female",9,18,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2012,"14559",4,"Rochester Institute Of Technology","14623",15.74306046984,1215,82,-3,"Widener University-Main Campus","19013",356.90753371053,1025,54,-31,"Pennsylvania State University-Main Campus","16802",237.16309168562998,1195,79,-6,"University Of Rochester","14627",13.88018964222,1350,93,8,".",".",".",".",".",".","No","Rochester Institute Of Technology",15.74306046984,-3,"Widener University-Main Campus",356.90753371053,-31,"Pennsylvania State University-Main Campus",237.16309168562998,-6,"University Of Rochester",13.88018964222,8,".",".",".","Rochester Institute Of Technology",15.74306046984,-3,1,"Academics - I wanted a school that would give me the information that I needed to get a career after","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree","I generally don't get along with the types of students that go to these schools. ","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat disagree","I didn't want to be too homesick, free living arrangement","Moderate influence","No influence","No influence","No influence","No influence","Commute","Moderately important","3+ hours drive","No","Yes","Yes","Yes","Yes","Yes","Very important","Yes","No",".",".",".","."]
["76.167.222.131",41303.437210648146,32.859405517577997,-117.20729827881,"SAT",1480,98,"Mostly A's","Male",3,2,1995,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2012,"91355",4,"University of California-Berkeley","94720",338.87472040553996,1355,94,-4,"California State University-Northridge","91330",19.75836109962,920,35,-63,"University of California-San Diego","92093",144.42095609336999,1280,88,-10,"New York University","10012",2795.0829554174998,1355,94,-4,".",".",".",".",".",".","No",".",338.87472040553996,".","California State University-Northridge",19.75836109962,-63,".",144.42095609336999,".",".",2795.0829554174998,".",".",".",".","California State University-Northridge",19.75836109962,-63,2,"Location","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Very strong influence","Minimal influence","Minimal influence","Commute","Very important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["209.6.208.71",41296.554861111108,42.387603759766002,-71.099502563477003,"SAT",1410,96,"Mostly A's","Male",7,22,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2014,"02143",4,"Boston College","02467",7.5720293213399996,1360,94,-2,"Boston University","02215",6.7369064419799995,1285,89,-7,"Tufts University","02155",4.4720084544300001,1445,97,1,"New York University","10012",212.68728051152999,1355,94,-2,".",".",".",".",".",".","No","Boston College",7.5720293213399996,-2,"Boston University",6.7369064419799995,-7,"Tufts University",4.4720084544300001,1,"New York University",212.68728051152999,-2,".",".",".","Boston University",6.7369064419799995,-7,2,"campus","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Very strong influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["68.44.237.33",41303.77480324074,39.678894042968999,-86.127601623535,"SAT",1500,99,"Mostly A's","Male",3,22,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2015,"46227",4,"Indiana University-Bloomington","47405",46.865057892179998,1175,77,-22,"Purdue University-Main Campus","47907",76.551066494429989,1200,79,-20,"Butler University","46208",12.221749936109999,1165,76,-23,"University of Notre Dame","46556",153.28295200514998,1430,97,-2,".",".",".",".",".",".","No","Indiana University-Bloomington",46.865057892179998,-22,"Purdue University-Main Campus",76.551066494429989,-20,"Butler University",12.221749936109999,-23,"University of Notre Dame",153.28295200514998,-2,".",".",".","Indiana University-Bloomington",46.865057892179998,-22,4,"My father went to Indiana University","No","Strongly disagree","Somewhat agree","Somewhat agree","Strongly disagree",".","Somewhat agree","Somewhat agree","Somewhat disagree","Strongly disagree",".","Strong influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["50.161.225.57",41296.552777777775,37.739898681641002,-121.4262008667,"SAT",1430,97,"Mostly B's","Male",3,21,1991,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"No","No","No","Yes","No",2009,"95376",4,"Case Western Reserve University","44106",2446.95042565215,1375,95,-2,"University of California-Davis","95616",84.356110012019997,1195,79,-18,"University of California-Santa Cruz","95064",90.026743491959991,1095,65,-32,"Carnegie Mellon University","15213",2562.1395954831601,1435,97,0,".",".",".",".",".",".","Yes","Case Western Reserve University",2446.95042565215,-2,".",84.356110012019997,".","University of California-Santa Cruz",90.026743491959991,-32,".",2562.1395954831601,".",".",".",".","Case Western Reserve University",2446.95042565215,-2,".","Size of student body. Class size. Cost of attendance. Location. ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","No influence","No influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Moderately important","Yes","No",".",".",".","."]
["45.56.154.197",41297.419409722221,38.72590637207,-75.16780090332,"SAT",1480,98,"Mostly A's","Female",1,31,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2013,"91505",6,"University of California-Los Angeles","90095",18.110484703739999,1300,89,-9,"University of California-Santa Barbara","93106",97.590694987829991,1215,82,-16,"University of California-Berkeley","94720",365.39049319640998,1355,94,-4,"Northwestern University","60208",2028.0847278443398,1470,98,0,".",".",".",".",".",".","No","University of California-Los Angeles",18.110484703739999,-9,"University of California-Santa Barbara",97.590694987829991,-16,"University of California-Berkeley",365.39049319640998,-4,"Northwestern University",2028.0847278443398,0,".",".",".","University of California-Los Angeles",18.110484703739999,-9,2,"The program offered and the cost of living","No","Strongly disagree","Strongly agree","Somewhat disagree","Strongly disagree","Just finances",".",".",".",".",".","Minimal influence","Minimal influence","No influence","No influence",".","Commute","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["172.56.12.54",41300.455509259256,37.751007080077997,-97.821998596190994,"ACT",1260,86,"Mostly A's","Male",7,21,1995,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2013,"60639",3,"University of Illinois at Urbana-Champaign","61820",143.59142555471999,1355,94,8,".",".",".",".",".",".","North Park University","60625",6.6405939075299996,1030,54,-32,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Illinois at Urbana-Champaign",143.59142555471999,8,".",".",".","North Park University",6.6405939075299996,-32,".",".",".",".",".",".","North Park University",6.6405939075299996,-32,4,"The vibe i got and student culture","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Somewhat agree","no",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Moderate influence","Moderate influence","Commute","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["96.35.57.176",41300.32503472222,38.607604980468999,-90.559700012207003,"ACT",1340,92,"Mostly B's","Male",7,26,1995,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"No","No","Yes",".","No",2014,"63021",3,"Johnson & Wales University-Providence","02903",1151.0721097104899,"Nonsel","Nonsel",-42,"Culinary Institute Of America","12538",1029.61765417071,1045,57,-35,"School of the Art Institute of Chicago","60603",318.86967494349,1070,61,-31,".",".",".",".",".",".",".",".",".",".",".",".","No","Johnson & Wales University-Providence",1151.0721097104899,-42,"Culinary Institute Of America",1029.61765417071,-35,".",318.86967494349,".",".",".",".",".",".",".","Johnson & Wales University-Providence",1151.0721097104899,-42,2,"The most important factors were making sure that I was gaining a well rounded college experience, especially being so far away from home.","No","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree","no.",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Extremely important","No","Yes",".",".",".","."]
["96.234.237.253",41303.798298611109,39.328796386718999,-76.596702575684006,"SAT",1200,79,"Mostly B's","Male",5,30,1995,"No","Black or African American (including Africa and Caribbean)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"21215",3,"Morgan State University","21251",5.6706334799399993,900,31,-48,"University of Maryland-College Park","20742",39.765270675239996,1310,90,11,"Coppin State University","21216",2.9943877646099999,880,28,-51,".",".",".",".",".",".",".",".",".",".",".",".","No","Morgan State University",5.6706334799399993,-48,".",39.765270675239996,".",".",2.9943877646099999,".",".",".",".",".",".",".","Morgan State University",5.6706334799399993,-48,3,"my major","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree",".","Strongly agree","Somewhat agree","Somewhat disagree","Strongly agree",".","Moderate influence","Minimal influence","Minimal influence","Minimal influence","No influence","Commute","Very important","1-3 hours drive","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["24.165.155.59",41298.494490740741,42.106704711913999,-80.107902526855,"SAT",1150,73,"Half A's and half B's","Female",1,5,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","Yes",2011,"15801",3,"Pennsylvania State University-Main Campus","16802",63.089681034269994,1195,79,6,"Lock Haven University","17745",105.64118012546999,935,38,-35,"Clarion University of Pennsylvania","16214",41.78037744441,915,35,-38,".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",63.089681034269994,".","Lock Haven University",105.64118012546999,-35,".",41.78037744441,".",".",".",".",".",".",".","Lock Haven University",105.64118012546999,-35,3,"Location and price","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","Money","Strongly agree","Strongly agree","Strongly agree","Strongly agree","No","No influence","No influence","No influence","Moderate influence","No influence","Commute","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes","Clarion University of Pennsylvania","Edinboro",".","."]
["73.236.78.47",41298.300243055557,40.423492431641002,-79.758796691895,"SAT",1150,73,"Mostly B's","Female",10,18,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2014,"15146",3,"University of Pittsburgh-Pittsburgh Campus","15260",13.135786956599999,1255,86,13,"Pennsylvania State University-Main Campus","16802",123.64168212857999,1195,79,6,"Carlow University","15213",12.871082829659999,945,40,-33,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Pittsburgh-Pittsburgh Campus",13.135786956599999,13,".",123.64168212857999,".",".",12.871082829659999,".",".",".",".",".",".",".","University of Pittsburgh-Pittsburgh Campus",13.135786956599999,13,3,"Academics","No","Somewhat disagree","Somewhat agree","Somewhat agree","Strongly disagree","Did not want to move out of state","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat agree","no","Moderate influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","Yes","No","No","Yes","No","Extremely important","Yes","No",".",".",".","."]
["69.242.182.26",41299.416620370372,38.992706298827997,-94.215103149414006,"Both",1000,49,"Half A's and half B's","Female",5,9,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","Yes",2015,"64016",3,"University of Missouri-Columbia","65211",111.23849180498999,1165,76,27,"University Of Central Missouri","64093",54.081041521649993,990,47,-2,"Missouri Western State University","64507",77.194185676079996,950,40,-9,".",".",".",".",".",".",".",".",".",".",".",".","No",".",111.23849180498999,".","University Of Central Missouri",54.081041521649993,-2,".",77.194185676079996,".",".",".",".",".",".",".","University Of Central Missouri",54.081041521649993,-2,3,"Size, dorms, student size. I prefer smaller student size because the teachers would probably be more familiar with less people than more.","No","Strongly agree","Somewhat agree","Neither agree nor disagree","Strongly agree",".",".",".",".",".",".","No influence","No influence","No influence","No influence","Minimal influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes","Metropolitan Kansas City Missouri ",".",".","."]
["74.116.168.17",41300.33871527778,37.953903198242003,-78.3583984375,"SAT",1120,69,"Mostly B's","Male",10,3,1997,"No","White (including Middle Eastern)","Yes",4,2,0,0,"Yes","No","Yes",".","No",2015,"15909",3,"Indiana University of Pennsylvania-Main Campus","15705",25.138814233829997,980,45,-24,"Pennsylvania State University-Main Campus","16802",76.451025732839994,1195,79,10,"Mansfield University of Pennsylvania","16933",177.42757233498,960,42,-27,".",".",".",".",".",".",".",".",".",".",".",".","No","Indiana University of Pennsylvania-Main Campus",25.138814233829997,-24,"Pennsylvania State University-Main Campus",76.451025732839994,10,"Mansfield University of Pennsylvania",177.42757233498,-27,".",".",".",".",".",".","Indiana University of Pennsylvania-Main Campus",25.138814233829997,-24,2,"The strengths of the criminology programs at the various schools\nCost annually\nLocation, distance from my parents","No","Neither agree nor disagree","Somewhat agree","Somewhat agree","Neither agree nor disagree","no","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["174.22.123.160",41298.302245370367,41.579803466797003,-90.625,"ACT",870,26,"Half A's and half B's","Male",5,29,1996,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","No","Yes","Yes",2013,"52802",3,"Muscatine Community College ",52761,19.906247442839998,"Nonsel","Nonsel",0,"Iowa State University","50011",182.83722991511999,1145,73,47,"Western Illinois University","61455",83.980180442069994,970,43,17,".",".",".",".",".",".",".",".",".",".",".",".","No","Muscatine Community College ",19.906247442839998,0,".",182.83722991511999,".","Western Illinois University",83.980180442069994,17,".",".",".",".",".",".","Western Illinois University",83.980180442069994,17,3,"Cost study programs campus life","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Somewhat agree","Cost too much and it's a waste of money to go to an elite school ",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","No","Yes","No","No","No","No","Extremely important","Yes","Yes","University of Iowa ","Iowa state ","Scott community college ","Northern Iowa "]
["72.69.153.63",41298.547129629631,40.690307617187997,-73.374900817870994,"SAT",1350,93,"Mostly A's","Female",2,10,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","No",2011,"11757",3,"Saint Josephs College","47978",832.97479915616998,985,47,-46,"Hofstra University","11549",17.23745818179,1165,76,-17,"LIU Post","11548",23.05038566424,970,43,-50,".",".",".",".",".",".",".",".",".",".",".",".","No","Saint Josephs College",832.97479915616998,-46,"Hofstra University",17.23745818179,-17,"LIU Post",23.05038566424,-50,".",".",".",".",".",".","Saint Josephs College",832.97479915616998,-46,3,"Tuition cost, classroom size, and commuting distance were all important factors. Another consideration was how big of a scholarship each college was willing to offer due to my personal financial situation. I wanted a school that was relatively close to where I lived because I knew that I did not want to dorm, and I wanted a smaller classroom size because I feel that I am better able to learn in an environment that is more intimate and where I can interact more with the professors on a one-to-one basis.","No","Strongly disagree","Strongly agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Strongly disagree","Somewhat disagree",".","Very strong influence","Minimal influence","Moderate influence","Minimal influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","No",".",".",".","."]
["52.144.45.46",41298.533437500002,39.673400878906001,-75.705200195312003,"SAT",1200,79,"Mostly B's","Male",2,2,1996,"No","American Indian or Alaska Native (including all Original Peoples of the Americas)","No",".",2,0,0,"No","No","Yes",".","No",2014,"98052",3,"University of Washington-Seattle Campus","98195",12.797761029239998,1230,83,4,"Washington State University","99164",288.20873494412996,1030,54,-25,"Central Washington University","98926",108.56535294560999,990,47,-32,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Washington-Seattle Campus",12.797761029239998,4,".",288.20873494412996,".",".",108.56535294560999,".",".",".",".",".",".",".","University of Washington-Seattle Campus",12.797761029239998,4,3,"My performance in school","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence",".",".","Very strong influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["209.147.144.12",41297.538368055553,33.414794921875,-111.90930175781,"Both",1300,89,"Half A's and half B's","Female",1,19,1996,"No","White (including Middle Eastern)","Yes",10,3,0,0,"Yes","Yes","Yes",".","No",2015,"85051",3,"Arizona State University-Tempe","85287",21.66783476649,1145,73,-16,"Grand Canyon University","85017",4.2383728869899997,".",".",".","Hawaii Pacific University","96813",0,990,47,-42,".",".",".",".",".",".",".",".",".",".",".",".","No","Arizona State University-Tempe",21.66783476649,-16,"Grand Canyon University",4.2383728869899997,".","Hawaii Pacific University",0,-42,".",".",".",".",".",".","Arizona State University-Tempe",21.66783476649,-16,1,"The cost of tuition, whether it was private or public, and the distance of the campus.","No","Strongly disagree","Strongly agree","Strongly agree","Neither agree nor disagree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","Strong influence","Moderate influence","Very strong influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["66.194.118.10",41303.821273148147,35.170700073242003,-80.791999816895,"SAT",1350,93,"Mostly A's","Female",4,3,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","No",2010,"28716",3,"University Of North Carolina At Charlotte","28223",156.28976719355998,1070,61,-32,"Clemson University","29634",79.350965076569992,1245,85,-8,"East Tennessee State University","37614",93.41259510626999,995,49,-44,".",".",".",".",".",".",".",".",".",".",".",".","Yes","University Of North Carolina At Charlotte",156.28976719355998,-32,"Clemson University",79.350965076569992,-8,"East Tennessee State University",93.41259510626999,-44,".",".",".",".",".",".","University Of North Carolina At Charlotte",156.28976719355998,-32,2,"Distance from home because I am a homebody. Cost because I did need to be conscious of tuition as well as living expenses, books, etc. Sports, because I am a huge sports fan a needed a school that I could cheer on. ","No","Somewhat disagree","Strongly agree","Strongly agree","Somewhat disagree","Most prestigious or elite colleges are filled with super conservative rich kids. I would not be able to form relationships with those types of people. ","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","My father was 77 the year I began college, and I always kept that in mind. ","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["67.244.49.119",41296.568692129629,43.658905029297003,-70.261497497559006,"SAT",1150,73,"Half B's and half C's","Female",11,26,1992,"No","White (including Middle Eastern)","Yes",6,2,0,0,"Yes","No","Yes",".","Yes",2011,"04048",3,"University of Maine","04469",161.49064405386,1085,64,-9,"Husson University",".",0,910,33,-40,"University Of Southern Maine","04103",41.155278027270001,1000,49,-24,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Maine",161.49064405386,-9,"Husson University",0,-40,"University Of Southern Maine",41.155278027270001,-24,".",".",".",".",".",".","Husson University",0,-40,"10+","Cost and availability","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree",".","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat agree",".","Moderate influence","Moderate influence","Strong influence","Minimal influence","Minimal influence","Live on/near campus","Very important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes","Southern Maine Community College","New England School of Communications",".","."]
["32.217.36.117",41303.809317129628,41.547103881836001,-72.343002319335994,"SAT",1230,83,"Mostly C's","Female",4,19,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","Yes",2010,"06040",3,"University Of Connecticut","06269",16.963433487,1230,83,0,"University Of Maine","04469",336.15746419166999,1085,64,-19,"Central Connecticut State University","06050",19.8776643681,1005,50,-33,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Connecticut",16.963433487,0,".",336.15746419166999,".",".",19.8776643681,".",".",".",".",".",".",".","University Of Connecticut",16.963433487,0,2,"The feel of the campus, and how nice it was. Also they accepted me, so there's that.","No","Strongly agree","Strongly agree","Somewhat disagree","Neither agree nor disagree","Too much work for something I would never be able to get into.",".",".",".",".",".","Moderate influence","Strong influence","Strong influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Unsure","Unsure","No","Unsure","Unsure","No","Not at all important","Yes","Yes","Tunxis Community College",".",".","."]
["184.166.1.12",41296.775347222225,39.07829284668,-108.48680114746,"ACT",1220,82,"Mostly A's","Female",8,3,1994,"No","White (including Middle Eastern)","Yes",9,2,0,0,"No","No","Yes",".","No",2012,"81503",3,"Colorado Mesa University","81501",7.5564950415899999,985,47,-35,"Colorado School Of Mines","80401",229.28224088285998,1295,89,7,"North Central University","55404",1152.47143763037,1005,50,-32,".",".",".",".",".",".",".",".",".",".",".",".","No","Colorado Mesa University",7.5564950415899999,-35,".",229.28224088285998,".","North Central University",1152.47143763037,-32,".",".",".",".",".",".","Colorado Mesa University",7.5564950415899999,-35,1,"I got a full tuition and fee scholarship and picked based on finances.","No","Somewhat disagree","Strongly agree","Somewhat agree","Strongly disagree",".","Strongly agree","Somewhat agree","Somewhat disagree","Neither agree nor disagree",".","Strong influence","Strong influence","Minimal influence","No influence",".","Commute","Moderately important","flying distance/distance was not a concern","Yes","Unsure","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["98.222.164.212",41296.553090277775,41.463195800781001,-87.693000793457003,"Both",1450,97,"Mostly A's","Male",10,23,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2013,"60466",3,"Northern Illinois University","60115",80.503608634019997,1015,52,-45,"University of Chicago","60637",28.02756889614,1515,99,2,"Eastern Illinois University","61920",156.55944229002,1010,50,-47,".",".",".",".",".",".",".",".",".",".",".",".","No",".",80.503608634019997,".",".",28.02756889614,".","Eastern Illinois University",156.55944229002,-47,".",".",".",".",".",".","Eastern Illinois University",156.55944229002,-47,1,"Finding one that I could afford.","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","No","No influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["76.114.53.105",41296.776192129626,38.441192626952997,-121.30639648438,"SAT",1220,82,"Mostly B's","Female",5,25,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2013,"95632",3,"San Jose State University","95192",106.06060567871999,1030,54,-28,"California State University-Sacramento","95819",26.454878414249997,950,40,-42,"California State University-Chico","95929",116.69661633794999,1015,52,-30,".",".",".",".",".",".",".",".",".",".",".",".","No","San Jose State University",106.06060567871999,-28,"California State University-Sacramento",26.454878414249997,-42,"California State University-Chico",116.69661633794999,-30,".",".",".",".",".",".","California State University-Sacramento",26.454878414249997,-42,2,"If their programs best fit what I wanted out of my classes.","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree",".","Somewhat disagree","Somewhat agree","Somewhat agree","Neither agree nor disagree",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Commute","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["73.41.44.160",41300.784699074073,38.000198364257997,-121.32499694824,"SAT",1100,65,"Mostly B's","Male",4,22,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2015,"95219",3,"California State University-Sacramento","95819",70.792819676699992,950,40,-25,"San Diego State University","92182",475.31478493454995,1090,64,-1,"Humboldt State University","95521",339.50976176171997,1015,52,-13,".",".",".",".",".",".",".",".",".",".",".",".","No","California State University-Sacramento",70.792819676699992,-25,".",475.31478493454995,".","Humboldt State University",339.50976176171997,-13,".",".",".",".",".",".","California State University-Sacramento",70.792819676699992,-25,2,"Location to my home town, I wanted it to be close so I could visit family and friends without having to waste a day traveling.","No","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","No other major reasons besides price.","Somewhat agree","Strongly agree","Strongly disagree","Strongly disagree","No other reasons.","Moderate influence","Strong influence","Very strong influence","Minimal influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["38.67.220.57",41303.409375000003,41.091995239257997,-80.6416015625,"ACT",990,47,"Half B's and half C's","Female",2,11,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2011,"43326",4,"Ohio State University-Main Campus","43210",64.432464175859991,1265,87,40,"Cedarville University","45314",70.843150743089993,1180,77,30,"Shawnee State University","45662",151.59468648191998,1015,52,5,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",64.432464175859991,40,"Cedarville University",70.843150743089993,30,"Shawnee State University",151.59468648191998,5,".",".",".",".",".",".","Ohio State University-Main Campus",64.432464175859991,40,2,"Proximety to home","No","Strongly agree","Somewhat disagree","Strongly agree","Strongly agree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","No influence","No influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["204.86.209.200",41299.434513888889,39.768402099608998,-86.157997131347997,"ACT",950,40,"Mostly B's","Male",8,24,1997,"No","Black or African American (including Africa and Caribbean)","Yes",4,3,0,0,"No","No","Yes",".","No",2013,"90620",3,"California State University-Dominguez Hills","90747",16.404820787189998,850,23,-17,"California State University-Fullerton","92831",9.5803010074199992,1025,54,14,"California State University-Long Beach","90840",16.483734928320001,1020,52,12,".",".",".",".",".",".",".",".",".",".",".",".","No","California State University-Dominguez Hills",16.404820787189998,-17,"California State University-Fullerton",9.5803010074199992,14,"California State University-Long Beach",16.483734928320001,12,".",".",".",".",".",".","California State University-Fullerton",9.5803010074199992,14,"10+","close to home ","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","money","Neither agree nor disagree","Somewhat agree","Strongly disagree","Strongly disagree","no","No influence","No influence","Strong influence","Strong influence","No influence","Commute","Very important","1-3 hours drive","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["141.214.17.252",41297.438206018516,42.324096679687997,-83.711303710937997,"ACT",1070,61,"Half A's and half B's","Female",5,5,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Unsure","No","Yes","Yes",2009,"48327",3,"University of Michigan-Ann Arbor","48109",36.099802025429995,1380,95,34,"Brown University","02912",716.25146385705,1435,97,36,"Eastern Michigan University","48197",41.520644286989999,1020,52,-9,".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",36.099802025429995,".",".",716.25146385705,".","Eastern Michigan University",41.520644286989999,-9,".",".",".",".",".",".","Eastern Michigan University",41.520644286989999,-9,1,"How good the programs were and cost.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No","Oakland Community College",".",".","."]
["98.4.26.222",41298.512812499997,43.175094604492003,-78.737800598145,"Both",1360,94,"Mostly A's","Male",1,2,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","Yes",2011,"14260",3,"University At Buffalo","14260",0,1155,74,-20,"Canisius College","14208",5.0467768051799995,1090,64,-30,"Niagara University","14109",25.437693776219998,1025,54,-40,".",".",".",".",".",".",".",".",".",".",".",".","No","University At Buffalo",0,-20,"Canisius College",5.0467768051799995,-30,"Niagara University",25.437693776219998,-40,".",".",".",".",".",".","University At Buffalo",0,-20,2,"cost, academic reputation, proximity","No","Neither agree nor disagree","Somewhat agree","Somewhat agree","Strongly disagree","I'm not a snob, I have no interest in becoming a snob, I've heard elite colleges are overrated academically and you're basically just paying for a name.","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","knowledge of the area, knowing what fun things are around that are cheap for a college student.","Moderate influence","Minimal influence","No influence","Minimal influence",".","Commute","Very important","&lt;1 hour drive (commuting distance)","Unsure","Unsure","No","Unsure","Yes","Yes","Extremely important","Yes","No","Canisius College",".",".","."]
["165.249.0.41",41303.398159722223,29.798706054688001,-95.41919708252,"ACT",1070,61,"Mostly B's","Male",12,5,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","Yes",2012,"38351",3,"The University of Tennessee-Martin","38238",67.83509281229999,1050,57,-4,"Jackson State Community College","38301",29.219358838559998,"Nonsel","Nonsel",-11,"Middle Tennessee State University","37132",142.82776036221,1025,54,-7,".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Tennessee-Martin",67.83509281229999,-4,"Jackson State Community College",29.219358838559998,-11,"Middle Tennessee State University",142.82776036221,-7,".",".",".",".",".",".","Jackson State Community College",29.219358838559998,-11,2,"Price was the biggest. I didn't want student loans.","No","Strongly agree","Somewhat agree","Strongly agree","Strongly agree",".","Somewhat disagree","Somewhat disagree","Somewhat agree","Strongly disagree",".","Minimal influence","Minimal influence","Strong influence","Moderate influence","No influence","Commute","Very important","1-3 hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes","Regent University",".",".","."]
["107.221.123.73",41304.373356481483,43.049102783202997,-88.002601623535,"ACT",1150,73,"Mostly B's","Female",2,12,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","No",2012,"53045",3,"University of Wisconsin-Whitewater","53190",43.680530543429995,1060,59,-14,"University of Wisconsin–Waukesha",53188,11.24371168305,990,47,-26,"University of Wisconsin-Oshkosh","54901",82.312420168109995,1030,54,-19,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Wisconsin-Whitewater",43.680530543429995,-14,"University of Wisconsin–Waukesha",11.24371168305,-26,"University of Wisconsin-Oshkosh",82.312420168109995,-19,".",".",".",".",".",".","University of Wisconsin-Whitewater",43.680530543429995,-14,4,"Close to home, cost","No","Somewhat disagree","Somewhat agree","Strongly agree","Neither agree nor disagree",".","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat disagree",".","Strong influence","Moderate influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["68.12.170.10",41297.264039351852,35.858993530272997,-97.43399810791,"ACT",1150,73,"Mostly B's","Male",8,16,1992,"No","American Indian or Alaska Native (including all Original Peoples of the Americas)","Yes",2,2,0,0,"No","No","No","Yes","No",2010,"73132",3,"University of Oklahoma-Norman Campus","73019",35.649929283869994,1155,74,1,"Oklahoma State University-Main Campus","74078",67.575981026069996,1100,65,-8,"University Of Central Oklahoma","73034",22.867081163189997,1030,54,-19,".",".",".",".",".",".",".",".",".",".",".",".","No",".",35.649929283869994,".","Oklahoma State University-Main Campus",67.575981026069996,-8,"University Of Central Oklahoma",22.867081163189997,-19,".",".",".",".",".",".","University Of Central Oklahoma",22.867081163189997,-19,3,"tuition and the program and the teachers i wanted ","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","grades werent good enough ","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","no","Minimal influence","Minimal influence","Moderate influence","Strong influence","Very strong influence","Commute","Slightly important","3+ hours drive","Yes","No","No",".",".",".","Very important","No","Yes",".",".",".","."]
["68.70.176.230",41297.259629629632,41.602401733397997,-83.633697509765994,"ACT",1110,67,"Half A's and half B's","Male",3,11,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","No","Yes","No",2010,"43545",3,"Ohio State University-Main Campus","43210",147.1096292325,1265,87,20,"Bowling Green State University-Main Campus","43403",30.288738656549999,1005,50,-17,"University of Toledo","43606",42.638491057799996,1040,56,-11,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",147.1096292325,20,"Bowling Green State University-Main Campus",30.288738656549999,-17,"University of Toledo",42.638491057799996,-11,".",".",".",".",".",".","Ohio State University-Main Campus",147.1096292325,20,2,"What classes were available, what the campus was like, how close to home I was","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree","no",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["208.93.223.162",41296.576562499999,29.921493530273001,-81.37850189209,"Both",1550,99,"Mostly A's","Male",1,7,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"32807",3,"University Of Florida","32611",114.34721186856,1265,87,-12,"Florida State University","32306",261.55501774907998,1195,79,-20,"Florida Atlantic University","33431",198.86301427640998,1045,57,-42,".",".",".",".",".",".",".",".",".",".",".",".","No",".",114.34721186856,".","Florida State University",261.55501774907998,-20,".",198.86301427640998,".",".",".",".",".",".",".","Florida State University",261.55501774907998,-20,3,"Good sense of community, had an established department in what I am interested in","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["98.242.240.101",41298.342777777776,25.60319519043,-80.334701538085994,"SAT",1100,65,"Half A's and half B's","Male",6,15,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","Yes",2014,"33157",3,"University Of Miami","33146",9.6753707994899987,1325,92,27,"University Of Florida","32611",354.13870368788997,1265,87,22,"Florida Atlantic University","33431",70.301936436600002,1045,57,-8,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Miami",9.6753707994899987,27,"University Of Florida",354.13870368788997,22,"Florida Atlantic University",70.301936436600002,-8,".",".",".",".",".",".","Florida Atlantic University",70.301936436600002,-8,3,"Location, price and overall attractiveness.","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree",".","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat disagree",".","Moderate influence","Moderate influence","Strong influence","Strong influence","Moderate influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","No","Yes","Yes","No","No","Moderately important","Yes","Yes","Miami Dade College",".",".","."]
["198.109.124.3",41298.66611111111,42.367904663086001,-83.138603210449006,"SAT",1100,65,"Half A's and half B's","Male",12,1,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2010,"48202",3,"University of Michigan-Ann Arbor","48109",35.715794630009995,1380,95,30,"Eastern Michigan University","48197",35.303204159849997,1020,52,-13,"Wayne State University","48202",0,1050,57,-8,".",".",".",".",".",".",".",".",".",".",".",".","No",".",35.715794630009995,".","Eastern Michigan University",35.303204159849997,-13,"Wayne State University",0,-8,".",".",".",".",".",".","Eastern Michigan University",35.303204159849997,-13,3,"Surely ranking was the most important factor in choosing college.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Very strong influence",".","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["24.179.236.45",41298.520173611112,45.106002807617003,-95.027801513672003,"ACT",1190,78,"Half A's and half B's","Female",3,31,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","Yes",2011,"56374",3,"Saint Cloud State University","56301",14.123145777509999,1006.5,50,-28,"St Cloud Technical and Community College","56303",9.3292670466600001,"Nonsel","Nonsel",-28,"Lake Superior State University","49783",545.59870160664002,1055,59,-19,".",".",".",".",".",".",".",".",".",".",".",".","No",".",14.123145777509999,".","St Cloud Technical and Community College",9.3292670466600001,-28,"Lake Superior State University",545.59870160664002,-19,".",".",".",".",".",".","St Cloud Technical and Community College",9.3292670466600001,-28,4,"Location and classes.  I wanted to still live at home to cut expenses, but wanted a college that offered accredited programs and classes. ","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","To cut expenses. ","Minimal influence","Minimal influence","Moderate influence","Moderate influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","Yes","Yes","Lake Superior ",".",".","."]
["23.124.66.92",41298.301157407404,34.905395507812003,-87.506797790527003,"ACT",1300,89,"Mostly A's","Female",6,6,1997,"No","White (including Middle Eastern)","Yes",2,3,0,0,"Yes","No","Yes",".","No",2015,"35645",3,"Auburn University","36849",268.87414899608996,1165,76,-13,"The University of Alabama","35487",137.81018800295999,1125,70,-19,"Georgia State University","30303",272.90374116324,1065,61,-28,".",".",".",".",".",".",".",".",".",".",".",".","No",".",268.87414899608996,".","The University of Alabama",137.81018800295999,-19,"Georgia State University",272.90374116324,-28,".",".",".",".",".",".","The University of Alabama",137.81018800295999,-19,5,"Good campus, not too far from home, was a good fit for my major","No","Somewhat disagree","Somewhat disagree","Strongly agree","Strongly agree","I didn't want to","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat disagree",".","Strong influence","Moderate influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Very important","3+ hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["165.219.245.62",41300.396168981482,43.115707397461001,-87.99340057373,"Both",1200,79,"Half A's and half B's","Male",8,28,1996,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","Yes",".","No",2016,"53017",3,"University Of Wisconsin-La Crosse","54601",202.62106723353,1130,70,-9,"University Of Wisconsin-Eau Claire","54702",241.02615637385998,1110,67,-12,"Winona State University","55987",230.87046564449997,1070,61,-18,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Wisconsin-La Crosse",202.62106723353,-9,"University Of Wisconsin-Eau Claire",241.02615637385998,-12,".",230.87046564449997,".",".",".",".",".",".",".","University Of Wisconsin-La Crosse",202.62106723353,-9,5,"Class size, graduation rate, job placement rate.  These were all equally important to me because it determined the quality of the institution, the type of attention I would receive, and how my life would follow after graduating with a degree from the school.","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree","The academic and social environment there simply would not be fitting for my lifestyle.","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat disagree","Because we have a number of great quality institutions in the UW system at great prices.","Moderate influence","Minimal influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["165.139.22.134",41303.481168981481,40.912002563477003,-85.476196289062003,"Both",1200,79,"Half A's and half B's","Female",4,7,1994,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","Yes",".","No",2013,"46750",3,"Indiana University-Purdue University-Fort Wayne","46805",31.186620026099998,990,47,-32,"Indiana University-Bloomington","47405",154.89230338725,1175,77,-2,"Ball State University",".",".",1070,61,-18,".",".",".",".",".",".",".",".",".",".",".",".","No","Indiana University-Purdue University-Fort Wayne",31.186620026099998,-32,"Indiana University-Bloomington",154.89230338725,-2,"Ball State University",".",-18,".",".",".",".",".",".","Indiana University-Purdue University-Fort Wayne",31.186620026099998,-32,2,"Study Programs, Location, Cost","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","No.","Strongly agree","Strongly agree","Strongly agree","Strongly disagree","No.","Very strong influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["97.91.64.127",41301.384444444448,44.627105712891002,-90.198097229004006,"ACT",1300,89,"Mostly A's","Male",7,7,1994,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2015,"54449",3,"University of Wisconsin-Madison","53706",151.71833934872998,1280,88,-1,"University of Minnesota-Twin Cities","55455",167.59810148036999,1300,89,0,"University of Wisconsin-Stevens Point","54481",38.3758846944,1070,61,-28,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Wisconsin-Madison",151.71833934872998,-1,"University of Minnesota-Twin Cities",167.59810148036999,0,"University of Wisconsin-Stevens Point",38.3758846944,-28,".",".",".",".",".",".","University of Wisconsin-Stevens Point",38.3758846944,-28,2,"Availability of majors, strength of the program (teachers, classes available, ect...), closeness to home, living options, whether or not I knew people who were also attending.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Moderate influence","No influence","No influence","Commute","Extremely important","3+ hours drive","Yes","Unsure","No","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["68.49.227.21",41296.554085648146,42.697296142577997,-84.530296325684006,"Both",1120,69,"Mostly A's","Male",7,16,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","Yes",2012,"48842",3,"Michigan State University","48824",10.411695659639999,1120,69,0,"University of Michigan-Ann Arbor","48109",67.493338657799995,1380,95,26,"Baker College","48507",59.437261179449997,1070,61,-8,".",".",".",".",".",".",".",".",".",".",".",".","No","Michigan State University",10.411695659639999,0,".",67.493338657799995,".",".",59.437261179449997,".",".",".",".",".",".",".","Michigan State University",10.411695659639999,0,4,"Tuition, living conditions, professors, courses","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Strong influence","Moderate influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes","Lansing Community College ",".",".","."]
["69.245.16.209",41304.371863425928,36.007507324218999,-83.989601135254006,"ACT",990,47,"Half A's and half B's","Female",9,26,1996,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2014,"37770",3,"The University of Tennessee-Knoxville","37996",51.63843137376,1165,76,29,"Middle Tennessee State University","37132",125.54742756831,1025,54,7,"Tennessee Technological University","38505",63.082224579989997,1085,64,17,".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Tennessee-Knoxville",51.63843137376,29,"Middle Tennessee State University",125.54742756831,7,"Tennessee Technological University",63.082224579989997,17,".",".",".",".",".",".","Tennessee Technological University",63.082224579989997,17,2,"How good the program I wanted to go into was and the location.","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Moderate influence","Minimal influence","Moderate influence","Moderate influence","Minimal influence","Commute","Moderately important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["149.149.2.128",41303.405613425923,36.141799926757997,-85.454803466797003,"ACT",1300,89,"Mostly A's","Male",7,30,1996,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2014,"38305",3,"The University of Tennessee-Knoxville","37996",301.22211177629998,1165,76,-13,"The University of Tennessee-Martin","38238",54.7862978223,1050,57,-32,"Tennessee Technological University","38505",202.36009133373,1085,64,-25,".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Tennessee-Knoxville",301.22211177629998,-13,"The University of Tennessee-Martin",54.7862978223,-32,"Tennessee Technological University",202.36009133373,-25,".",".",".",".",".",".","Tennessee Technological University",202.36009133373,-25,2,"Will it help me get a job in my field","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","No influence","Minimal influence","No influence","Live on/near campus","Not at all important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["24.148.74.141",41300.404733796298,41.937301635742003,-87.655097961425994,"Both",950,40,"Mostly A's","Female",7,24,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2013,"44095",3,"Case Western Reserve University","44106",16.77888624357,1375,95,55,"Baldwin Wallace University",".",".",1075,62,22,"Ohio University-Main Campus","45701",224.33550483926999,1085,64,24,".",".",".",".",".",".",".",".",".",".",".",".","No","Case Western Reserve University",16.77888624357,55,".",".",".",".",224.33550483926999,".",".",".",".",".",".",".","Case Western Reserve University",16.77888624357,55,3,"I just followed a feeling in my gut!","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","No influence","No influence","No influence","Commute","Slightly important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","No","Yes",".",".",".","."]
["174.47.116.221",41298.387199074074,38.215606689452997,-85.615303039550994,"ACT",1110,67,"Half A's and half B's","Male",3,25,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","Yes",2015,"45844",3,"Ohio State University-Main Campus","43210",112.54088581923,1265,87,20,"University of Cincinnati-Main Campus","45221",144.76830258857999,1130,70,3,"Ohio University-Main Campus","45701",189.89973486065998,1085,64,-3,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",112.54088581923,20,"University of Cincinnati-Main Campus",144.76830258857999,3,"Ohio University-Main Campus",189.89973486065998,-3,".",".",".",".",".",".","University of Cincinnati-Main Campus",144.76830258857999,3,3,"Easy to navigate and new city experience. ","No","Neither agree nor disagree","Somewhat agree","Strongly agree","Somewhat disagree","Wanted to be closer to home","Strongly agree","Neither agree nor disagree","Somewhat disagree","Somewhat agree","None","Moderate influence","Strong influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes","University of Cincinnati-Main Campus","Ohio state university lima campus","Rhodes state college","Sinclair community college"]
["173.90.53.142",41304.386863425927,41.314605712891002,-81.744903564452997,"ACT",1220,82,"Mostly A's","Female",4,8,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","No",2011,"44028",3,"Ohio State University-Main Campus","43210",118.12328459019,1265,87,5,"University of Cincinnati-Main Campus","45221",225.88209773117998,1130,70,-12,"Ohio University-Main Campus","45701",195.31374203912998,1085,64,-18,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",118.12328459019,5,"University of Cincinnati-Main Campus",225.88209773117998,-12,"Ohio University-Main Campus",195.31374203912998,-18,".",".",".",".",".",".","Ohio University-Main Campus",195.31374203912998,-18,2,"The most important factors were strength of the degree program, campus, and opportunities for students. ","No","Strongly agree","Strongly agree","Neither agree nor disagree","Strongly disagree",".",".",".",".",".",".","Moderate influence","Moderate influence","Strong influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["67.86.183.146",41298.662233796298,40.218200683593999,-74.070999145507997,"SAT",1210,81,"Mostly B's","Male",7,28,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","No",2011,"07719",3,"Rutgers University-New Brunswick","08901",33.89704115688,1210,81,0,"Stockton University","08205",57.373687457459994,1075,62,-19,"Ramapo College of New Jersey","07430",81.69104897810999,1100,65,-16,".",".",".",".",".",".",".",".",".",".",".",".","No",".",33.89704115688,".","Stockton University",57.373687457459994,-19,"Ramapo College of New Jersey",81.69104897810999,-16,".",".",".",".",".",".","Stockton University",57.373687457459994,-19,2,"The fact that Stockton was a state school made it more affordable.  It was also within a reasonable driving distance from home.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","I didn't really consider any.  I guess I just assumed I would not be accepted.","Strongly agree","Somewhat agree","Somewhat agree","Neither agree nor disagree",".","Very strong influence","Strong influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["74.138.58.175",41300.773252314815,38.130004882812003,-85.579399108887003,"Both",1040,56,"Mostly B's","Female",10,27,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","No","Yes","Yes",2011,"75075",3,"University Of Arkansas","72701",321.60370817948996,1125,70,14,"Arizona State University-Tempe",".",".",1145,73,17,"University Of North Texas","76203",36.967236206669995,1105,67,11,".",".",".",".",".",".",".",".",".",".",".",".","No",".",321.60370817948996,".","Arizona State University-Tempe",".",17,".",36.967236206669995,".",".",".",".",".",".",".","Arizona State University-Tempe",".",17,2,"The degree options offered, scholarships available, cost of living at the University closest to where I lived (Texas) or Universities out of state.","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree",".","Somewhat agree","Neither agree nor disagree","Strongly disagree","Strongly disagree",".","Very strong influence","No influence","No influence","Moderate influence","No influence","Live on/near campus","Slightly important","3+ hours drive","Yes","No","Yes","Yes","Yes","No","Extremely important","Yes","No","University of North Texas",".",".","."]
["69.145.50.176",41298.698645833334,45.766098022461001,-108.57890319824,"SAT",1140,71,"Half A's and half B's","Female",5,2,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","Yes",2010,"99208",3,"Whitworth University","99251",5.5413882724199999,1190,78,7,"Gonzaga University","99258",10.57263079785,1190,78,7,"Western Washington University","98225",371.50913530433996,1105,67,-4,".",".",".",".",".",".",".",".",".",".",".",".","No","Whitworth University",5.5413882724199999,7,"Gonzaga University",10.57263079785,7,"Western Washington University",371.50913530433996,-4,".",".",".",".",".",".","Gonzaga University",10.57263079785,7,1,"Location. My parents got a divorce right before I had to make the choice, so I chose the school closest to home.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Very strong influence","No influence","Very strong influence","No influence","Commute","Extremely important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Slightly important","No","Yes","Spokane Falls Community College","Kansai Gaidai University","Central Washington University","Rocky Mountain University"]
["98.166.248.2",41298.694513888891,37.135498046875,-76.352600097655994,"SAT",1200,79,"Half A's and half B's","Male",4,9,1997,"No","White (including Middle Eastern)","Yes",9,3,0,0,"Yes","No","No","No","No",2016,"23662",3,"Pennsylvania State University-Main Campus","16802",386.03182275702,1195,79,0,"Thomas Nelson Community College","23666",7.9286963843999994,"Nonsel","Nonsel",-29,"Virginia Commonwealth University","23284",75.627708906089993,1105,67,-12,".",".",".",".",".",".",".",".",".",".",".",".","No",".",386.03182275702,".","Thomas Nelson Community College",7.9286963843999994,-29,".",75.627708906089993,".",".",".",".",".",".",".","Thomas Nelson Community College",7.9286963843999994,-29,2,"Closeness to family, ability to get a job, ability to be self reliable. ","No","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","Just because someone gets a degree at Yale doesn't mean their better. That's about it.","Somewhat agree","Somewhat agree","Somewhat agree","Neither agree nor disagree","My dog.","Strong influence","Moderate influence","Minimal influence","Minimal influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","Unsure","No","No","No","No","Extremely important","No","No",".",".",".","."]
["68.14.245.66",41301.508055555554,32.268600463867003,-111.00219726562,"ACT",1420,96,"Half A's and half B's","Male",6,8,1996,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","No",2014,"85224",3,"Cornell University","14853",2335.60816485843,1420,96,0,"Colorado State University-Fort Collins","80523",924.39714234086989,1135,71,-25,"University Of Arizona","85721",106.52104173050999,1106.5,67,-29,".",".",".",".",".",".",".",".",".",".",".",".","No",".",2335.60816485843,".","Colorado State University-Fort Collins",924.39714234086989,-25,"University Of Arizona",106.52104173050999,-29,".",".",".",".",".",".","University Of Arizona",106.52104173050999,-29,1,"price","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","No influence","Strong influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["140.186.3.199",41303.795995370368,46.846405029297003,-96.745101928710994,"ACT",1260,86,"Half A's and half B's","Female",7,23,1996,"No","White (including Middle Eastern)","Yes",3,4,0,0,"Yes","No","Yes",".","No",2014,"55449",3,"North Dakota State University-Main Campus","58108",235.09330425173999,1127.5,70,-16,"University of Minnesota-Duluth","55812",142.22316619434,1080,62,-24,"University of Wisconsin-Eau Claire","54702",101.46618709985999,1110,67,-19,".",".",".",".",".",".",".",".",".",".",".",".","No","North Dakota State University-Main Campus",235.09330425173999,-16,"University of Minnesota-Duluth",142.22316619434,-24,"University of Wisconsin-Eau Claire",101.46618709985999,-19,".",".",".",".",".",".","North Dakota State University-Main Campus",235.09330425173999,-16,3,"The program i was applying to, student body size","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Very strong influence","Minimal influence","Strong influence","No influence","No influence","Live on/near campus","Not at all important","3+ hours drive","No","Yes","Yes","No","Yes","No","Very important","Yes","Yes",".",".",".","."]
["75.66.20.43",41298.527013888888,32.367095947266002,-90.358596801757997,"ACT",910,33,"Half A's and half B's","Male",2,5,1993,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",2,0,0,"Yes","Yes","Yes",".","Yes",2011,"39056",3,"Hinds Community College","39154",13.32716928312,"Nonsel","Nonsel",0,"The Art Institute of Atlanta","30328",401.82521429324999,".",".",".","Mississippi State University","39762",133.18470086459999,1110,67,34,".",".",".",".",".",".",".",".",".",".",".",".","No","Hinds Community College",13.32716928312,0,"The Art Institute of Atlanta",401.82521429324999,".",".",133.18470086459999,".",".",".",".",".",".",".","Hinds Community College",13.32716928312,0,1,"Location, cost ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Moderate influence","Live on/near campus","Extremely important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No","Art Institute of Atlanta","Georgia Perimeter College","Devry University ","."]
["73.33.35.254",41298.515127314815,39.624694824218999,-74.204200744629006,"SAT",1280,88,"Mostly A's","Female",3,25,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2013,"08008",3,"Stockton University","08205",37.037451151139997,1075,62,-26,"Towson University","21252",163.40136046311,1080,62,-26,"Elizabethtown College","17022",171.933408273,1115,69,-19,".",".",".",".",".",".",".",".",".",".",".",".","No","Stockton University",37.037451151139997,-26,"Towson University",163.40136046311,-26,"Elizabethtown College",171.933408273,-19,".",".",".",".",".",".","Towson University",163.40136046311,-26,1,"Programs.  I study occupational therapy and it was hard to find a school that offered the 5 year masters program.","No","Somewhat disagree","Somewhat agree","Strongly agree","Strongly agree","Did not have my academic programs.","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Somewhat disagree",".","Strong influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","Unsure","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["66.38.36.5",41303.486354166664,36.937606811522997,-85.946296691895,"Both",1300,89,"Mostly A's","Male",7,3,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2012,"42141",3,"Depauw University","46135",270.99488886756001,1200,79,-10,"Indiana University-Bloomington","47405",212.99113102343998,1175,77,-12,"University Of Kentucky","40506",153.49918917926999,1115,69,-20,".",".",".",".",".",".",".",".",".",".",".",".","No","Depauw University",270.99488886756001,-10,"Indiana University-Bloomington",212.99113102343998,-12,"University Of Kentucky",153.49918917926999,-20,".",".",".",".",".",".","Depauw University",270.99488886756001,-10,4,"Quality of education, classroom size","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["24.0.156.92",41300.756377314814,39.454299926757997,-74.73210144043,"Both",1410,96,"Half A's and half B's","Male",3,31,1997,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"08330",3,"Stevens Institute Of Technology","07030",108.92202000866999,1300,89,-7,"Rutgers University-New Brunswick","08901",80.894451112529993,1210,81,-15,"Seton Hall University","07079",108.41622386000999,1120,69,-27,".",".",".",".",".",".",".",".",".",".",".",".","No","Stevens Institute Of Technology",108.92202000866999,-7,"Rutgers University-New Brunswick",80.894451112529993,-15,"Seton Hall University",108.41622386000999,-27,".",".",".",".",".",".","Stevens Institute Of Technology",108.92202000866999,-7,3,"Courses offered, location, cost.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Neither agree nor disagree","I wanted to avoid mentally ill SJWs.","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree","Cost.","Strong influence","Very strong influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["72.216.5.44",41298.71020833333,30.391906738281001,-87.349601745605,"ACT",1260,86,"Half A's and half B's","Male",8,15,1991,"No","White (including Middle Eastern)","Yes",3,3,0,0,"Yes","No","No","Yes","Yes",2008,"80013",3,"University Of Colorado Boulder","80309",41.836922222699997,1170,76,-10,"University Of Northern Colorado","80639",62.873443860149997,1020,52,-34,"Colorado State University-Fort Collins","80523",82.070085404010001,1135,71,-15,".",".",".",".",".",".",".",".",".",".",".",".","Yes","University Of Colorado Boulder",41.836922222699997,-10,".",62.873443860149997,".",".",82.070085404010001,".",".",".",".",".",".",".","University Of Colorado Boulder",41.836922222699997,-10,3,"Tuition, Internship opportunities, and areas of study.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree","no","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","no","Strong influence","Strong influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","No","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes","Red Rocks Community College",".",".","."]
["68.11.90.157",41297.438125000001,29.983795166016002,-90.168296813965,"Both",1220,82,"Mostly A's","Female",10,12,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","No",2011,"70002",3,"University Of Georgia","30602",545.92119325424994,1235,84,2,"Washington University in St Louis","63130",682.73656598202001,1485,99,17,"Loyola University New Orleans","70118",8.2033424503799992,1140,71,-11,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Georgia",545.92119325424994,2,"Washington University in St Louis",682.73656598202001,17,"Loyola University New Orleans",8.2033424503799992,-11,".",".",".",".",".",".","Loyola University New Orleans",8.2033424503799992,-11,2,"Quality of the visual arts program each college offered.\nTuition cost","No","Somewhat disagree","Strongly agree","Somewhat agree","Strongly disagree","none","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","none","Strong influence","No influence","Minimal influence","No influence","No influence","Commute","Moderately important","3+ hours drive","No","No","Yes","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["73.192.78.7",41297.538437499999,31.314697265625,-81.522201538085994,"Both",1500,99,"Mostly A's","Female",4,1,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","No","Yes",2012,"28379",3,"Richmond Community College","28345",15.2733038502,"Nonsel","Nonsel",-49,"Wingate University","28174",38.270872963289996,1015,52,-47,"Appalachian State University","28608",184.06319527298999,1150,73,-26,".",".",".",".",".",".",".",".",".",".",".",".","No","Richmond Community College",15.2733038502,-49,"Wingate University",38.270872963289996,-47,".",184.06319527298999,".",".",".",".",".",".",".","Richmond Community College",15.2733038502,-49,1,"Cost","No","Strongly agree","Strongly agree","Strongly disagree","Somewhat agree",".",".",".",".",".",".","Minimal influence","No influence","Moderate influence",".",".","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","Yes","No","Yes","No","No","Extremely important","Yes","No","Sandhills Community College",".",".","."]
["71.198.227.11",41300.769444444442,37.54020690918,-122.30410003662,"ACT",950,40,"Half A's and half B's","Male",1,9,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"No","No","No","Yes","No",2011,"94145",3,"The University of Alabama","35487",2313.1536741653999,1125,70,30,"University Of Alabama At Birmingham","35294",2326.4851930468499,1165,76,36,"Auburn University",".",".",1165,76,36,".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Alabama",2313.1536741653999,30,"University Of Alabama At Birmingham",2326.4851930468499,36,"Auburn University",".",36,".",".",".",".",".",".","The University of Alabama",2313.1536741653999,30,3,"Close to where I had some family, to get away from where I grew up, nice area","No","Strongly agree","Somewhat agree","Strongly disagree","Somewhat agree","Boring atmosphere",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","Yes","No",".",".",".","."]
["68.52.107.175",41299.671516203707,36.347900390625,-86.60050201416,"ACT",1070,61,"Mostly A's","Female",5,29,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","No",2009,"37075",3,"The University of Tennessee-Knoxville","37996",181.48574757686998,1165,76,15,"The University of Tennessee-Chattanooga","37403",152.52239366858998,1060,59,-2,"Belmont University","37212",22.860246080099998,1170,76,15,".",".",".",".",".",".",".",".",".",".",".",".","Yes","The University of Tennessee-Knoxville",181.48574757686998,15,"The University of Tennessee-Chattanooga",152.52239366858998,-2,"Belmont University",22.860246080099998,15,".",".",".",".",".",".","The University of Tennessee-Knoxville",181.48574757686998,15,2,"Size, area","No","Strongly disagree","Somewhat agree","Strongly disagree","Strongly disagree","no",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["68.59.49.113",41300.770092592589,30.525207519531001,-84.332099914550994,"Both",1190,78,"Mostly A's","Female",3,8,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","Yes",2009,"32703",3,"Florida State University","32306",253.12736029910999,1195,79,1,"University Of Central Florida","32816",36.524198548199998,1180,77,-1,"University of South Florida-Main Campus","33620",90.833283296579992,1170,76,-2,".",".",".",".",".",".",".",".",".",".",".",".","Yes","Florida State University",253.12736029910999,1,"University Of Central Florida",36.524198548199998,-1,"University of South Florida-Main Campus",90.833283296579992,-2,".",".",".",".",".",".","Florida State University",253.12736029910999,1,4,"I wanted it to feel like a university, not a shopping complex. I wanted to be far enough away from my parents where I didn't have to go home all the time. I also wanted it to have a good football team, good night life, and a fun, but challenging atmosphere. ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","3+ hours drive","No","Yes","No","No","Yes","No","Very important","Yes","No","Tallahassee Community College",".",".","."]
["71.162.147.200",41300.756863425922,40.187698364257997,-75.005798339844006,"SAT",1270,87,"Mostly B's","Female",4,17,1996,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"Yes","Yes","Yes",".","Yes",2014,"18966",3,"Arcadia University","19038",12.88537436703,1089,64,-23,"Drexel University","19104",26.594686931999998,1190,78,-9,"University Of The Sciences","19104",26.594686931999998,1170,76,-11,".",".",".",".",".",".",".",".",".",".",".",".","No","Arcadia University",12.88537436703,-23,"Drexel University",26.594686931999998,-9,"University Of The Sciences",26.594686931999998,-11,".",".",".",".",".",".","Arcadia University",12.88537436703,-23,1,"Price, program","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Bucks County Community College",".",".","."]
["216.47.38.171",41301.432708333334,43.729400634766002,-103.09510040283,"ACT",1460,98,"Half A's and half B's","Female",7,5,1992,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","Yes","No","Yes","No",2011,"57751",3,"Black Hills State University","57799",73.946278465950002,1041,56,-42,"South Dakota State University","57007",413.2988333166,1045,57,-41,"South Dakota School of Mines and Technology","57701",30.388158046949997,1175,77,-21,".",".",".",".",".",".",".",".",".",".",".",".","No","Black Hills State University",73.946278465950002,-42,"South Dakota State University",413.2988333166,-41,"South Dakota School of Mines and Technology",30.388158046949997,-21,".",".",".",".",".",".","Black Hills State University",73.946278465950002,-42,".","Local.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Somewhat disagree","No.","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","No.","Very strong influence",".","No influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","Unsure","Yes","Yes","Unsure","Moderately important","No","Yes",".",".",".","."]
["67.163.151.156",41299.777199074073,40.443893432617003,-79.956100463867003,"Both",1430,97,"Mostly A's","Female",7,15,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","Yes",2011,"27502",3,"University of North Carolina at Chapel Hill","27599",21.004831706759997,1305,90,-7,"North Carolina State University at Raleigh","27695",17.364217904549999,1225,83,-14,"University of North Carolina Wilmington","28403",146.28258417860999,1175,77,-20,".",".",".",".",".",".",".",".",".",".",".",".","No","University of North Carolina at Chapel Hill",21.004831706759997,-7,"North Carolina State University at Raleigh",17.364217904549999,-14,"University of North Carolina Wilmington",146.28258417860999,-20,".",".",".",".",".",".","University of North Carolina Wilmington",146.28258417860999,-20,6,"The athletic coaches, what was offered for student athletes, strong academic program, scholarship potential","No","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","Strongly disagree","I wanted to earn a sports scholarship and schools like the ivy leagues do not offer sports scholarships",".",".",".",".",".","Strong influence","Minimal influence","No influence","Minimal influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","No","Yes","North Carolina State University at Raleigh",".",".","."]
["99.58.42.214",41298.517835648148,30.141006469726999,-95.469398498535,"ACT",1150,73,"Half A's and half B's","Male",8,17,1994,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2015,"77073",3,"University Of Houston","77204",21.506278257089999,1140,71,-2,"Sam Houston State University","77340",51.60612007188,1005,50,-23,"Texas A & M University-College Station","77843",96.661745058779999,1180,77,4,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Houston",21.506278257089999,-2,".",51.60612007188,".",".",96.661745058779999,".",".",".",".",".",".",".","University Of Houston",21.506278257089999,-2,3,"Location, degrees","No","Somewhat disagree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","na",".",".",".",".",".","Strong influence","Moderate influence","Strong influence","Strong influence","Very strong influence","Live on/near campus","Very important","3+ hours drive","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["162.216.46.122",41299.647256944445,33.036193847656001,-96.671203613280994,"SAT",1100,65,"Mostly B's","Male",5,3,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","No",2012,"75039",3,"University Of Miami","33146",1327.6185776980499,1325,92,27,"Florida International University","33199",1330.5272162384399,1090,64,-1,"Texas A & M University-College Station","77843",194.97385199819999,1180,77,12,".",".",".",".",".",".",".",".",".",".",".",".","No",".",1327.6185776980499,".",".",1330.5272162384399,".","Texas A & M University-College Station",194.97385199819999,12,".",".",".",".",".",".","Texas A & M University-College Station",194.97385199819999,12,4,"I chose based on proximity to family, quality of school, and acceptance.","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree","Yes, the type of education they implement is not the kind of future I would like. I've seen people with more business sense, real business sense that did not attend those schools. Sometimes people barely out of high school. I'm not referring to the famous ones, but more down to earth people.","Somewhat agree","Somewhat disagree","Strongly disagree","Strongly disagree",".","Very strong influence","Very strong influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","No","No","Unsure","No","Yes","No","Very important","Yes","Yes",".",".",".","."]
["162.216.46.11",41297.461168981485,33.036193847656001,-96.671203613280994,"Both",1300,89,"Mostly A's","Male",9,16,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2012,"75240",3,"Texas Tech University","79409",330.04627853801998,1110,67,-22,"The University of Texas at Austin","78712",207.83809974476998,1260,86,-3,"Texas A & M University-College Station","77843",195.41129731595998,1180,77,-12,".",".",".",".",".",".",".",".",".",".",".",".","No","Texas Tech University",330.04627853801998,-22,".",207.83809974476998,".",".",195.41129731595998,".",".",".",".",".",".",".","Texas Tech University",330.04627853801998,-22,1,"The university size, if it is accredited.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["50.240.77.203",41297.258877314816,32.800994873047003,-79.99690246582,"SAT",1500,99,"Mostly A's","Male",1,6,1992,"No","Black or African American (including Africa and Caribbean)","Yes",1,4,0,0,"Yes","Yes","Yes",".","Yes",2010,"75052",3,"Texas State University","78666",233.31183305000999,1035,56,-43,"Full Sail University","32792",1107.30893679879,"Nonsel","Nonsel",-49,"University Of Central Florida","32816",1114.04522186958,1180,77,-22,".",".",".",".",".",".",".",".",".",".",".",".","No","Texas State University",233.31183305000999,-43,"Full Sail University",1107.30893679879,-49,"University Of Central Florida",1114.04522186958,-22,".",".",".",".",".",".","Full Sail University",1107.30893679879,-49,"10+","I chose the college that would best fit me in terms of where I wanted to be and what I wanted to learn","No","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree","They didn't offer what I wanted to study",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Very important","Yes","No","University of Central Florida",".",".","."]
["70.199.1.182",41297.260995370372,40.335601806641002,-79.55069732666,"SAT",1200,79,"Mostly A's","Male",4,15,1995,"No","White (including Middle Eastern)","Yes",9,3,0,0,"Yes","Yes","Yes",".","No",2013,"15146",5,"Ohio State University-Main Campus","43210",204.00548224484999,1265,87,8,"California University of Pennsylvania","15419",45.059353214039994,975,45,-34,"Pennsylvania State University-Main Campus","16802",123.64168212857999,1195,79,0,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",204.00548224484999,8,"California University of Pennsylvania",45.059353214039994,-34,".",123.64168212857999,".",".",".",".",".",".",".","California University of Pennsylvania",45.059353214039994,-34,4,"Education and location","No","Strongly agree","Somewhat agree","Neither agree nor disagree","Strongly agree","Na",".",".",".",".",".","Very strong influence","Strong influence","Strong influence","Strong influence","Very strong influence","Live on/near campus","Extremely important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["73.101.142.191",41297.545497685183,40.011199951172003,-76.251403808594006,"Both",1200,79,"Half A's and half B's","Male",10,23,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","No",2010,"17603",3,"Millersville University of Pennsylvania","17551",4.7317416118499995,1015,52,-27,"Shippensburg University of Pennsylvania","17257",80.457627165959991,985,47,-32,"Pennsylvania State University-Main Campus","16802",129.17188571957999,1195,79,0,".",".",".",".",".",".",".",".",".",".",".",".","No","Millersville University of Pennsylvania",4.7317416118499995,-27,"Shippensburg University of Pennsylvania",80.457627165959991,-32,"Pennsylvania State University-Main Campus",129.17188571957999,0,".",".",".",".",".",".","Millersville University of Pennsylvania",4.7317416118499995,-27,1,"I liked the first one ha","No","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree",".","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree",".","Strong influence",".","Very strong influence","Very strong influence",".","Live on/near campus","Moderately important","1-3 hours drive","No","No","No",".",".",".","Slightly important","No","Yes",".",".",".","."]
["174.200.22.52",41300.395787037036,40.090194702147997,-75.393699645995994,"SAT",1320,91,"Half A's and half B's","Female",6,20,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2010,"19380",3,"Millersville University of Pennsylvania","17551",46.953913972349994,1015,52,-39,"Hood College","21701",135.52478476613999,1035,56,-35,"Pennsylvania State University-Main Campus","16802",168.84208660274999,1195,79,-12,".",".",".",".",".",".",".",".",".",".",".",".","No","Millersville University of Pennsylvania",46.953913972349994,-39,"Hood College",135.52478476613999,-35,"Pennsylvania State University-Main Campus",168.84208660274999,-12,".",".",".",".",".",".","Millersville University of Pennsylvania",46.953913972349994,-39,4,"Whether they had my major, and how comfortable I was with the campus.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Strongly disagree","no","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","no","Strong influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["169.233.133.155",41300.778900462959,36.989898681641002,-122.06030273438,"ACT",1560,99,"Half A's and half B's","Female",1,1,1996,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","No",2014,"94546",3,"San Francisco State University","94132",35.121142401179995,995,49,-50,"University of California-Santa Cruz","95064",67.525028588490002,1095,65,-34,"University of California-Davis","95616",77.182379623469998,1195,79,-20,".",".",".",".",".",".",".",".",".",".",".",".","No","San Francisco State University",35.121142401179995,-50,"University of California-Santa Cruz",67.525028588490002,-34,"University of California-Davis",77.182379623469998,-20,".",".",".",".",".",".","University of California-Santa Cruz",67.525028588490002,-34,3,"Atmosphere","No","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree","Didnt want to",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","Yes","No","No","Not at all important","Yes","Yes",".",".",".","."]
["108.85.156.63",41297.743194444447,32.964706420897997,-80.201499938965,"Both",1300,89,"Half A's and half B's","Female",6,30,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","Yes",2012,"34461",3,"College of Central Florida","34474",37.732144141559999,"Nonsel","Nonsel",-39,"Embry-Riddle Aeronautical University-Daytona Beach","32114",142.02059918640001,1105,67,-22,"Florida State University","32306",181.44597982070999,1195,79,-10,".",".",".",".",".",".",".",".",".",".",".",".","Yes","College of Central Florida",37.732144141559999,-39,"Embry-Riddle Aeronautical University-Daytona Beach",142.02059918640001,-22,"Florida State University",181.44597982070999,-10,".",".",".",".",".",".","Embry-Riddle Aeronautical University-Daytona Beach",142.02059918640001,-22,2,"I went for the college that had the program I thought I wanted to study.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","3+ hours drive","No","No","Yes","Yes","Yes","No","Slightly important","No","Yes","Capella University",".",".","."]
["71.61.13.105",41298.506909722222,40.360900878906001,-79.901496887207003,"SAT",1270,87,"Mostly A's","Male",6,30,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","Yes",2013,"15122",3,"Robert Morris University","15108",25.901858055149997,1040,56,-31,"University of Pittsburgh-Pittsburgh Campus","15260",8.1095154006900003,1255,86,-1,"Pennsylvania State University-Main Campus","16802",140.95681170911999,1195,79,-8,".",".",".",".",".",".",".",".",".",".",".",".","No","Robert Morris University",25.901858055149997,-31,"University of Pittsburgh-Pittsburgh Campus",8.1095154006900003,-1,"Pennsylvania State University-Main Campus",140.95681170911999,-8,".",".",".",".",".",".","Robert Morris University",25.901858055149997,-31,1,"Mostly that they were in state and relatively cheap. Also scholarships.","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat disagree",".","Somewhat agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","Strong influence","No influence","Minimal influence",".","Commute","Moderately important","3+ hours drive","Yes","No","Yes","Yes","Yes","No","Very important","No","Yes","Community College of Allegheny County",".",".","."]
["99.111.118.15",41296.745057870372,43.133102416992003,-89.349098205565994,"ACT",1070,61,"Half B's and half C's","Male",1,5,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2010,"60503",3,"Iowa State University","50011",321.16874834648996,1145,73,12,"University Of Iowa","52242",197.68613724254999,1230,83,22,"Purdue University-Main Campus","47907",149.64730917245998,1200,79,18,".",".",".",".",".",".",".",".",".",".",".",".","No","Iowa State University",321.16874834648996,12,"University Of Iowa",197.68613724254999,22,"Purdue University-Main Campus",149.64730917245998,18,".",".",".",".",".",".","Iowa State University",321.16874834648996,12,3,"engineering programs, tuition","No","Strongly agree","Somewhat agree","Somewhat agree","Somewhat agree",".","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree",".","Strong influence","No influence","Minimal influence","Moderate influence","Minimal influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["164.119.71.225",41300.396979166668,40.782501220702997,-96.638999938965,"SAT",1100,65,"Half A's and half B's","Male",12,1,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2015,"68145",3,"University of Nebraska-Lincoln","68588",50.778453646799996,1170,76,11,"University of Pittsburgh-Pittsburgh Campus","15260",924.07713617801994,1255,86,21,"Virginia Polytechnic Institute and State University","24061",1084.18585070532,1220,82,17,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Nebraska-Lincoln",50.778453646799996,11,"University of Pittsburgh-Pittsburgh Campus",924.07713617801994,21,"Virginia Polytechnic Institute and State University",1084.18585070532,17,".",".",".",".",".",".","University of Nebraska-Lincoln",50.778453646799996,11,2,"It was close to home and the maount of aid money was great","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Strong influence","Moderate influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","No",".",".",".","."]
["97.82.161.239",41297.7028587963,35.7666015625,-81.335502624512003,"SAT",1340,92,"Mostly B's","Female",8,25,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","No",2010,"28631",3,"Appalachian State University","28608",38.164618489799999,1150,73,-19,"University Of North Carolina At Asheville","28804",121.82355002663999,1195,79,-13,"North Carolina State University at Raleigh","27695",194.94091932512998,1225,83,-9,".",".",".",".",".",".",".",".",".",".",".",".","No","Appalachian State University",38.164618489799999,-19,"University Of North Carolina At Asheville",121.82355002663999,-13,".",194.94091932512998,".",".",".",".",".",".",".","Appalachian State University",38.164618489799999,-19,1,"Friends that went there, distance from home, programs available.  And the weather.  I prefer cold weather.","No","Somewhat agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Moderate influence","Strong influence","Strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","No","No","Moderately important","Yes","Yes",".",".",".","."]
["69.113.224.7",41299.66097222222,40.690307617187997,-73.374900817870994,"SAT",1300,89,"Mostly B's","Male",6,14,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2013,"11757",3,"University of California-Los Angeles","90095",2849.3727776589899,1300,89,0,"Stanford University","94305",2983.6274797127699,1475,98,9,"Stony Brook University","11794",32.599618112159995,1250,85,-4,".",".",".",".",".",".",".",".",".",".",".",".","No","University of California-Los Angeles",2849.3727776589899,0,".",2983.6274797127699,".","Stony Brook University",32.599618112159995,-4,".",".",".",".",".",".","Stony Brook University",32.599618112159995,-4,1,"My girlfriend moved to Cali, so I wanted to be close to her.","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Strong influence","No influence","Strong influence","No influence","No influence","Commute","Moderately important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["100.6.165.160",41303.805231481485,40.40510559082,-80.035202026367003,"ACT",1340,92,"Mostly B's","Female",4,30,1995,"No","Black or African American (including Africa and Caribbean),White (including Middle Eastern)","Yes",1,5,0,0,"No","Yes","Yes",".","No",2013,"15226",3,"Point Park University","15222",5.9322307509299996,985,47,-45,"Franklin and Marshall College","17604",241.51206864443998,1302,89,-3,"University of Pittsburgh-Pittsburgh Campus","15260",6.9606000703799999,1255,86,-6,".",".",".",".",".",".",".",".",".",".",".",".","No","Point Park University",5.9322307509299996,-45,"Franklin and Marshall College",241.51206864443998,-3,"University of Pittsburgh-Pittsburgh Campus",6.9606000703799999,-6,".",".",".",".",".",".","Point Park University",5.9322307509299996,-45,2,"I wanted the school to be small and to be in a city area.","No","Somewhat agree","Strongly agree","Strongly agree","Strongly agree","No","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","I wanted to save money on room and board.","Strong influence","No influence","No influence","Minimal influence","No influence","Commute","Very important","3+ hours drive","Unsure","No","Yes","Yes","Yes","No","Not at all important","Yes","Yes",".",".",".","."]
["207.122.88.3",41299.423206018517,40.77619934082,-73.954803466797003,"Both",1450,97,"Mostly A's","Male",8,15,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2014,"34209",3,"Elon University","27244",720.59422710395995,1220,82,-15,"Florida State University","32306",316.78248911627998,1195,79,-18,"University Of Florida","32611",169.57468323575998,1265,87,-10,".",".",".",".",".",".",".",".",".",".",".",".","Yes","Elon University",720.59422710395995,-15,"Florida State University",316.78248911627998,-18,"University Of Florida",169.57468323575998,-10,".",".",".",".",".",".","Elon University",720.59422710395995,-15,3,"Quality of education, school size and location","No","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","No interest",".",".",".",".",".","Moderate influence","Minimal influence","Strong influence","Very strong influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["192.249.47.218",41300.307071759256,41.685592651367003,-72.731201171875,"SAT",1280,88,"Half A's and half B's","Male",5,5,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"No","No","Yes",".","No",2015,"06095",3,"University Of Connecticut","06269",30.28252494465,1230,83,-5,"University Of Florida","32611",1127.25246651303,1265,87,-1,"Boston University","02215",104.55626602772999,1285,89,1,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Connecticut",30.28252494465,-5,".",1127.25246651303,".",".",104.55626602772999,".",".",".",".",".",".",".","University Of Connecticut",30.28252494465,-5,2,"Cost and prestige.","No","Strongly agree","Somewhat agree","Somewhat agree","Somewhat agree","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree","No","Moderate influence","Minimal influence","Moderate influence","Moderate influence","Strong influence","Live on/near campus","Moderately important","1-3 hours drive","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["73.98.13.117",41296.576724537037,35.198806762695,-106.70349884033,"ACT",990,47,"Half A's and half B's","Male",2,3,1993,"Yes","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2012,"87571",3,"University of Nevada-Las Vegas","89154",707.84990399705998,1000,49,2,"University Of Southern California","90089",930.00936692894993,1380,95,48,"University of California-Los Angeles","90095",941.61906624290998,1300,89,42,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Nevada-Las Vegas",707.84990399705998,2,".",930.00936692894993,".",".",941.61906624290998,".",".",".",".",".",".",".","University of Nevada-Las Vegas",707.84990399705998,2,3,"The most important factor was probably the location of the college. I wanted to attend a university on the West Coast. It was also very important to me that the university offer the classes that I was interested in. Also, the campus atmosphere and environment was also very important to me.","No","Somewhat agree","Strongly agree","Strongly disagree","Somewhat disagree","I didn't really have any desire to attend a prestigious or elite college. ",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["67.140.38.157",41299.419166666667,35.493392944336001,-80.56909942627,"SAT",1450,97,"Mostly A's","Female",6,24,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2009,"28083",3,"Duke University","27708",115.95656325066,1455,98,1,"Wake Forest University","27106",63.250616172479994,1325,92,-5,"University Of North Carolina At Chapel Hill","27599",112.96093274367,1305,90,-7,".",".",".",".",".",".",".",".",".",".",".",".","No",".",115.95656325066,".",".",63.250616172479994,".","University Of North Carolina At Chapel Hill",112.96093274367,-7,".",".",".",".",".",".","University Of North Carolina At Chapel Hill",112.96093274367,-7,3,"Just a place that felt right","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","No",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Unsure","Unsure","Unsure","Unsure","Yes","Yes","Slightly important","Yes","No",".",".",".","."]
["100.7.47.141",41296.636388888888,37.54150390625,-77.66780090332,"ACT",1380,95,"Mostly A's","Male",10,1,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2010,"23235",3,"Virginia Polytechnic Institute and State University","24061",217.64892946367999,1220,82,-13,"Virginia Commonwealth University","23284",8.6706135852599999,1105,67,-28,"University of Virginia-Main Campus","22903",78.13369891536,1355,94,-1,".",".",".",".",".",".",".",".",".",".",".",".","No","Virginia Polytechnic Institute and State University",217.64892946367999,-13,"Virginia Commonwealth University",8.6706135852599999,-28,"University of Virginia-Main Campus",78.13369891536,-1,".",".",".",".",".",".","Virginia Polytechnic Institute and State University",217.64892946367999,-13,1,"Cost, because I am poor.","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","no that answers it perfectly","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","no","Moderate influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","Unsure","Yes","No","Unsure","Yes","No","Extremely important","No","No",".",".",".","."]
["96.36.64.62",41299.689768518518,34.931793212891002,-82.010200500487997,"ACT",1420,96,"Mostly A's","Male",6,16,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","No",2010,"30501",3,"University Of Georgia","30602",40.748279897819998,1235,84,-12,"University of South Carolina-Columbia","29208",200.71718590736998,1195,79,-17,"Georgia Institute of Technology-Main Campus","30332",54.965252725019994,1360,94,-2,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Georgia",40.748279897819998,-12,"University of South Carolina-Columbia",200.71718590736998,-17,".",54.965252725019994,".",".",".",".",".",".",".","University Of Georgia",40.748279897819998,-12,3,"Cost. I had to go somewhere I could afford.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","Yes","No","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["69.125.149.251",41300.830729166664,40.395797729492003,-74.325500488280994,"SAT",1200,79,"Half A's and half B's","Female",8,24,1997,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"08816",3,"Kean University","07083",25.194116269739997,905,33,-46,"The College Of New Jersey","08628",29.160949946699997,1235,84,5,"University of Michigan-Ann Arbor","48109",613.34990930828997,1380,95,16,".",".",".",".",".",".",".",".",".",".",".",".","No","Kean University",25.194116269739997,-46,"The College Of New Jersey",29.160949946699997,5,".",613.34990930828997,".",".",".",".",".",".",".","Kean University",25.194116269739997,-46,2,"Location, Price, Did they have focus on what I wanted to take as my major?","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree","no","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","no","Very strong influence","Strong influence","Moderate influence","Moderate influence",".","Commute","Very important","3+ hours drive","No","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["108.2.164.14",41304.395995370367,40.187698364257997,-75.005798339844006,"SAT",1470,98,"Mostly A's","Female",10,28,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2011,"19053",3,"Drexel University","19104",22.988869916429998,1190,78,-20,"Gordon College","01984",316.42271519727001,1153.5,73,-25,"University Of Pennsylvania","19104",22.988869916429998,1450,97,-1,".",".",".",".",".",".",".",".",".",".",".",".","No","Drexel University",22.988869916429998,-20,"Gordon College",316.42271519727001,-25,"University Of Pennsylvania",22.988869916429998,-1,".",".",".",".",".",".","Drexel University",22.988869916429998,-20,7,"Intended major, location, athletics program","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Moderate influence","Minimal influence",".","Commute","Very important","3+ hours drive","No","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["64.77.197.67",41300.399814814817,44.606704711913999,-121.05599975586,"Both",1200,79,"Mostly A's","Female",7,23,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","Yes",2009,"85260",3,"Northern Arizona University","86011",141.80746886822999,1050,57,-22,"Arizona State University-Tempe",".",".",1145,73,-6,"Northwestern University","60208",1753.5573437616299,1470,98,19,".",".",".",".",".",".",".",".",".",".",".",".","No","Northern Arizona University",141.80746886822999,-22,"Arizona State University-Tempe",".",-6,"Northwestern University",1753.5573437616299,19,".",".",".",".",".",".","Northern Arizona University",141.80746886822999,-22,5,"Clean campus, friendly atmosphere, livable city, degree options I was interested in","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Minimal influence","Strong influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","No","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes","University of Utah",".",".","."]
["100.2.214.2",41301.430532407408,41.041305541992003,-73.85669708252,"SAT",1290,89,"Half A's and half B's","Female",1,3,1997,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","No",2015,"32806",3,"Florida Atlantic University","33431",194.18160373095,1045,57,-32,"Florida State University","32306",259.48957991352,1195,79,-10,"Vanderbilt University","37240",689.46228774257997,1490,99,10,".",".",".",".",".",".",".",".",".",".",".",".","No","Florida Atlantic University",194.18160373095,-32,"Florida State University",259.48957991352,-10,"Vanderbilt University",689.46228774257997,10,".",".",".",".",".",".","Florida State University",259.48957991352,-10,1,"Price, scholarship availability ","No","Strongly agree","Strongly agree","Neither agree nor disagree","Somewhat disagree","no",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","Yes","Very important","Yes","Yes",".",".",".","."]
["208.107.153.25",41303.472210648149,44.026000976562003,-103.07550048828,"ACT",1220,82,"Mostly A's","Female",8,1,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","No",2011,"57106",2,"South Dakota State University","57007",60.440775651299994,1045,57,-25,"University Of Sioux Falls","57105",6.84626777142,890,30,-52,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",60.440775651299994,".","University Of Sioux Falls",6.84626777142,-52,".",".",".",".",".",".",".",".",".","University Of Sioux Falls",6.84626777142,-52,4,"if they were close to home, price and acedemics","No","Somewhat disagree","Strongly agree","Neither agree nor disagree","Somewhat disagree",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["108.69.131.87",41300.779039351852,37.574096679687997,-122.32099914551,"SAT",1100,65,"Mostly B's","Female",7,9,1995,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","Yes",2013,"94401",2,"San Jose State University","95192",33.11038523034,1030,54,-11,"California State University-Stanislaus","95382",99.336748031729996,920,35,-30,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","San Jose State University",33.11038523034,-11,".",99.336748031729996,".",".",".",".",".",".",".",".",".",".","San Jose State University",33.11038523034,-11,1,"Financial Aid and I wanted a college close to home but not too close","No","Somewhat agree","Strongly agree","Strongly agree","Strongly agree","Just too expensive","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree",".","Strong influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Arizona State University-Tempe","Westwood College",".","."]
["198.8.80.139",41303.306064814817,34.049392700195,-118.26409912109,"SAT",1100,65,"Half A's and half B's","Male",1,10,1995,"No","Black or African American (including Africa and Caribbean)","Yes",3,2,0,0,"No","No","No","Yes","Yes",2012,"92113",2,"San Diego State University","92182",12.454764132359999,1090,64,-1,"California State University-San Marcos","92096",38.346058877280001,965,43,-22,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","San Diego State University",12.454764132359999,-1,".",38.346058877280001,".",".",".",".",".",".",".",".",".",".","San Diego State University",12.454764132359999,-1,2,"Proximate. I looked at the closest schools around and also the cost to attend.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence","Moderate influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","Yes","No","Yes","Unsure","Unsure","Extremely important","Yes","Yes",".",".",".","."]
["150.250.149.131",41303.570069444446,39.696899414062003,-75.125,"SAT",1200,79,"Half A's and half B's","Male",3,6,1997,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","No",2015,"08201",2,"Rowan University","08028",44.947506399839995,1120,69,-10,"La Salle University","19141",67.800917396849997,990,47,-32,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Rowan University",44.947506399839995,-10,"La Salle University",67.800917396849997,-32,".",".",".",".",".",".",".",".",".","Rowan University",44.947506399839995,-10,2,"Smaller campus with my major avaliable","No","Neither agree nor disagree","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Strongly agree","Neither agree nor disagree","Strongly agree",".","Very strong influence","Moderate influence","Strong influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Unsure","Unsure","No","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["66.191.237.66",41297.418900462966,35.960601806641002,-83.920700073242003,"ACT",1220,82,"Mostly B's","Male",10,17,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","No","No","Yes",2014,"37934",2,"The University of Tennessee-Knoxville","37996",18.059532266159998,1165,76,-6,"Eastern Connecticut State University","06226",871.55760045683996,1015,52,-30,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",18.059532266159998,".","Eastern Connecticut State University",871.55760045683996,-30,".",".",".",".",".",".",".",".",".","Eastern Connecticut State University",871.55760045683996,-30,2,"The most was convenience followed by the cost and quality of education","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Slightly important","1-3 hours drive","No","No","No",".",".",".","Slightly important","Yes","Yes","Pellisippi State","Eastern Connecticut State University","South college","."]
["67.175.197.41",41296.575868055559,42.234298706055,-88.306800842285,"ACT",1260,86,"Mostly C's","Female",12,14,1994,"No","White (including Middle Eastern)","Yes",3,2,0,0,"Yes","Unsure","No","Yes","Yes",2012,"60195",2,"University of Illinois at Urbana-Champaign","61820",159.98692577405998,1355,94,8,"Northern Illinois University","60115",64.67044934162999,1015,52,-34,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Illinois at Urbana-Champaign",159.98692577405998,8,".",64.67044934162999,".",".",".",".",".",".",".",".",".",".","University of Illinois at Urbana-Champaign",159.98692577405998,8,2,"major offered","No","Strongly agree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Strongly disagree",".","Moderate influence","Minimal influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","No","Yes","Extremely important","Yes","Yes","chamberlain college of nursing",".",".","."]
["12.174.181.2",41299.777245370373,38.038101196288999,-90.230400085449006,"ACT",1190,78,"Mostly A's","Female",5,10,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","No",2011,"63670",2,"Belmont University","37212",267.53820093758998,1170,76,-2,"Southeast Missouri State University","63701",60.899347589519998,1022.5,52,-26,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Belmont University",267.53820093758998,-2,"Southeast Missouri State University",60.899347589519998,-26,".",".",".",".",".",".",".",".",".","Belmont University",267.53820093758998,-2,1,"Having the degree I wanted to pursue and being in a town with opportunity to pursue the degree outside of the classroom ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Not at all important","3+ hours drive","No","Yes","No","Yes","Yes","Yes","Moderately important","Yes","No",".",".",".","."]
["67.77.85.125",41299.443206018521,28.940002441406001,-81.989700317382997,"ACT",1420,96,"Mostly B's","Female",9,30,1992,"No","White (including Middle Eastern)","Yes",3,4,0,0,"No","No","No","No","Yes",2011,"34491",2,"Central Michigan University","48859",1221.3547836401999,990.5,47,-49,"Western Michigan University","49008",1138.2451442353199,1030,54,-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Central Michigan University",1221.3547836401999,-49,"Western Michigan University",1138.2451442353199,-42,".",".",".",".",".",".",".",".",".","Central Michigan University",1221.3547836401999,-49,1,"where friends were going","No","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree",".",".",".",".",".",".","Minimal influence","Minimal influence","Strong influence","Minimal influence",".","Live on/near campus","Not at all important","3+ hours drive","Yes","No","No",".",".",".","Moderately important","Yes","No","Oakland Community COllege","St clair county community college",".","."]
["204.152.155.148",41298.380416666667,36.852996826172003,-76.288200378417997,"SAT",1250,85,"Mostly B's","Female",11,17,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","Yes",".","Yes",2012,"23325",2,"Tidewater Community College","23510",4.7404408085099998,"Nonsel","Nonsel",-35,"Old Dominion University","23529",7.6422442658099996,1030,54,-31,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Tidewater Community College",4.7404408085099998,-35,"Old Dominion University",7.6422442658099996,-31,".",".",".",".",".",".",".",".",".","Old Dominion University",7.6422442658099996,-31,2,"I wanted to stay local","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","no","Moderate influence","Moderate influence","Strong influence","Moderate influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["63.155.108.206",41298.438530092593,43.059997558593999,-105.29599761963,"SAT",1150,73,"Half A's and half B's","Male",9,30,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","Yes",2012,"98258",2,"Everett Community College","98201",9.5467469631599986,"Nonsel","Nonsel",-23,"Washington State University","99164",316.75079918558998,1030,54,-19,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Everett Community College",9.5467469631599986,-23,".",316.75079918558998,".",".",".",".",".",".",".",".",".",".","Everett Community College",9.5467469631599986,-23,2,"Cost of attendance (tuition, textbooks, transportation, etc)","No","Somewhat disagree","Strongly disagree","Neither agree nor disagree","Somewhat agree","No",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes","Central Wyoming College","University of Wyoming",".","."]
["70.62.162.46",41298.415775462963,40.101806640625,-83.072998046875,"Both",1200,79,"Half B's and half C's","Male",8,17,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2012,"43512",2,"School Of Advertising Arts",45440,132.55090225079999,1040,56,-23,"University Of Toledo","43606",62.330986811279999,1040,56,-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",132.55090225079999,".","University Of Toledo",62.330986811279999,-23,".",".",".",".",".",".",".",".",".","University Of Toledo",62.330986811279999,-23,1,"If I got accepted or not","No","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Somewhat disagree",".",".",".",".",".",".","Moderate influence","Moderate influence","Very strong influence","Moderate influence","Strong influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","No","No","Defiance College",".",".","."]
["68.99.207.214",41300.403831018521,33.572494506836001,-112.05639648438,"Both",1200,79,"Half A's and half B's","Male",3,1,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","Yes",2010,"85301",2,"Arizona State University-Tempe",".",".",1145,73,-6,"Northern Arizona University","86011",140.09869809572999,1050,57,-22,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Arizona State University-Tempe",".",-6,"Northern Arizona University",140.09869809572999,-22,".",".",".",".",".",".",".",".",".","Northern Arizona University",140.09869809572999,-22,2,"Location and specific programs that I was interested available to me.","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Financial reasons.",".",".",".",".",".","Strong influence","Strong influence","Strong influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes","Glendale Community College",".",".","."]
["67.60.144.70",41298.507060185184,36.012405395507997,-89.377899169922003,"ACT",1260,86,"Mostly A's","Female",3,10,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","No","Yes","Yes",2010,"38024",2,"Union University","38305",56.069429329649999,1225,83,-3,"The University of Tennessee-Martin","38238",49.625810089349997,1050,57,-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Union University",56.069429329649999,-3,"The University of Tennessee-Martin",49.625810089349997,-29,".",".",".",".",".",".",".",".",".","The University of Tennessee-Martin",49.625810089349997,-29,3,"The most important factors to me were the academics and living situations.","No","Neither agree nor disagree","Strongly agree","Somewhat agree","Strongly agree","I think for me, being able to afford an elite or prestigious college was the main reason I did not apply.","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","I have never really been far from home.","Very strong influence","Moderate influence","Strong influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Bethel University","Dyersburg State Community College",".","."]
["147.106.228.80",41300.298541666663,40.544906616211001,-75.402603149414006,"SAT",1400,96,"Mostly A's","Female",3,17,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2012,"18067",2,"Desales University","18034",16.800012864029998,1060,59,-37,"Moravian College","18018",10.56517434357,1055,59,-37,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Desales University",16.800012864029998,-37,"Moravian College",10.56517434357,-37,".",".",".",".",".",".",".",".",".","Desales University",16.800012864029998,-37,2,"location, cost, programs available","No","Somewhat disagree","Neither agree nor disagree","Strongly agree","Somewhat disagree","didn't have the program I wanted","Strongly agree","Neither agree nor disagree","Strongly disagree","Strongly disagree",".","Moderate influence","Strong influence","Moderate influence","Moderate influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["170.109.16.2",41297.418564814812,38.878997802733998,-76.989799499512003,"ACT",1030,54,"Half A's and half B's","Female",1,1,1994,"No","Black or African American (including Africa and Caribbean)","No",".",2,0,0,"No","No","No","Yes","No",2016,"60617",2,"Spelman College","30314",706.00381019156998,1020,52,-2,"Howard University","20059",685.45320082469993,1075,62,8,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Spelman College",706.00381019156998,-2,"Howard University",685.45320082469993,8,".",".",".",".",".",".",".",".",".","Howard University",685.45320082469993,8,1,"A great business program","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Very strong influence","Very strong influence","Moderate influence",".","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["107.193.108.150",41303.840312499997,32.801895141602003,-96.788299560547003,"SAT",1270,87,"Mostly A's","Female",9,17,1992,"No","Black or African American (including Africa and Caribbean)","No",".",3,0,0,"Yes","Yes","No","Yes","Yes",2007,"75104",2,"Austin College","75090",83.15313538817999,1215,82,-5,"The University of Texas at Arlington","76013",19.21963227789,1080,62,-25,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Austin College",".",-5,"The University of Texas at Arlington",19.21963227789,-25,".",".",".",".",".",".",".",".",".","The University of Texas at Arlington",19.21963227789,-25,4,"I wanted there to be more black people on campus.","No","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Somewhat disagree","No money for application fees.","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","To save money by commuting.","Very strong influence","Strong influence","Minimal influence","Moderate influence",".","Commute","Moderately important","flying distance/distance was not a concern","No","No","Yes","No","Yes","No","Very important","Yes","No","Texas A&M Commerce","Eastfield College",".","."]
["65.34.233.117",41297.258090277777,25.734100341796999,-80.359397888184006,"ACT",1150,73,"Half A's and half B's","Male",3,22,1995,"Yes","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2013,"33174",2,"University Of Miami","33146",8.0442714257399999,1325,92,19,"Florida International University","33199",3.0310486648199997,1090,64,-9,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Miami",8.0442714257399999,19,".",3.0310486648199997,".",".",".",".",".",".",".",".",".",".","University Of Miami",8.0442714257399999,19,3,"Campus size","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","Moderate influence","Very strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["144.96.60.59",41299.447291666664,31.699493408203001,-94.607398986815994,"Both",1360,94,"Mostly B's","Female",7,9,1995,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2013,"78641",2,"Stephen F Austin State University","75961",249.93724060964999,990,47,-47,"University Of North Texas","76203",217.11455024027998,1105,67,-27,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Stephen F Austin State University",249.93724060964999,-47,"University Of North Texas",217.11455024027998,-27,".",".",".",".",".",".",".",".",".","Stephen F Austin State University",249.93724060964999,-47,2,"Atmosphere, student:teacher ratio, quality of buildings, quality of program","No","Somewhat agree","Strongly agree","Somewhat disagree","Strongly disagree","It was mostly grades + finances.",".",".",".",".",".","Moderate influence","Minimal influence","No influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["75.135.149.197",41299.810868055552,41.842895507812003,-85.44750213623,"Both",1200,79,"Mostly A's","Female",3,11,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","No",2012,"49036",2,"Saginaw Valley State University","48710",168.67742323739998,990,47,-32,"Michigan State University","48824",75.701030706509997,1120,69,-10,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Saginaw Valley State University",168.67742323739998,-32,".",75.701030706509997,".",".",".",".",".",".",".",".",".",".","Saginaw Valley State University",168.67742323739998,-32,2,"This was the most affordable school I was looking at and my scholarship was accepted at both.","No","Somewhat disagree","Strongly agree","Strongly disagree","Strongly disagree","No",".",".",".",".",".","Moderate influence","No influence","Strong influence","Minimal influence","No influence","Live on/near campus","Extremely important","3+ hours drive","No","No","Yes","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["71.194.15.8",41303.410231481481,41.873199462891002,-88.000198364257997,"ACT",1110,67,"Half A's and half B's","Female",1,25,1992,"No","White (including Middle Eastern)","Yes",5,3,0,0,"Yes","Yes","No","Yes","No",2011,"60641",2,"University of Illinois at Urbana-Champaign","61820",143.58583321400999,1355,94,27,"Moody Bible Institute","60610",9.6281465890499991,1120,69,2,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",143.58583321400999,".","Moody Bible Institute",9.6281465890499991,2,".",".",".",".",".",".",".",".",".","Moody Bible Institute",9.6281465890499991,2,3,"Location, Price and programs were the three biggest factors for me when deciding on which school to attend. I wanted to ability to be near home, not need to take out loans to complete school and finish a degree program that I was interested in. ","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree","None","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","None","Strong influence","No influence","Minimal influence","No influence",".","Live on/near campus","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["173.27.45.100",41298.512025462966,41.57780456543,-90.531898498535,"Both",1200,79,"Half A's and half B's","Male",11,4,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","Yes",2010,"50320",2,"Saint Ambrose University","52803",173.96467069310998,1050,57,-22,"Iowa State University","50011",40.252425688199999,1145,73,-6,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Saint Ambrose University",173.96467069310998,-22,"Iowa State University",40.252425688199999,-6,".",".",".",".",".",".",".",".",".","Saint Ambrose University",173.96467069310998,-22,3,"The size of the campus and the quality of their classes","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Moderate influence","Very strong influence","Very strong influence","Live on/near campus","Not at all important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Very important","Yes","Yes","Black Hawk College",".",".","."]
["174.24.168.251",41303.508784722224,47.57600402832,-122.39950561523,"SAT",1240,84,"Half A's and half B's","Female",4,2,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","Yes",2008,"02888",2,"Boston University","02215",58.675460100509994,1285,89,5,"Simmons College","02115",57.000864743459999,1145,73,-11,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Boston University",".",5,"Simmons College",57.000864743459999,-11,".",".",".",".",".",".",".",".",".","Simmons College",57.000864743459999,-11,1,"High academic prestige, employments rates after college, low crime rates. ","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","Yes","Yes","Extremely important","No","Yes","Pierce College",".",".","."]
["198.24.30.133",41299.471307870372,38.893203735352003,-77.334098815917997,"SAT",1400,96,"Half A's and half B's","Male",12,25,1996,"No","Asian (including Indian subcontinent and Philippines)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2014,"22150",2,"Virginia Polytechnic Institute and State University","24061",266.57880382023001,1220,82,-14,"George Mason University","22030",11.95021072608,1150,73,-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Virginia Polytechnic Institute and State University",266.57880382023001,-14,"George Mason University",11.95021072608,-23,".",".",".",".",".",".",".",".",".","Virginia Polytechnic Institute and State University",266.57880382023001,-14,2,"Cost, I was strapped for money at the time and was trying to ensure that I didn't end up with huge amount of loans to complete my degree. Out of state was completely out of the question. ","No","Strongly disagree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Neither agree nor disagree","Strongly disagree","Strongly disagree","Neither agree nor disagree",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","3+ hours drive","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["96.245.230.32",41299.654733796298,40.356201171875,-75.408401489257997,"SAT",1400,96,"Mostly A's","Female",2,21,1992,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","Yes","No",2010,"18960",3,"Arizona State University-Tempe",".",".",1145,73,-23,"Drexel University","19104",44.923894294619998,1190,78,-18,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Arizona State University-Tempe",".",-23,"Drexel University",44.923894294619998,-18,".",".",".",".",".",".",".",".",".","Arizona State University-Tempe",".",-23,1,"I chose the school that best fitted my career plan. I also wanted to go somewhere warm.","No","Strongly agree","Strongly agree","Strongly disagree","Somewhat agree","none",".",".",".",".",".","Strong influence","Strong influence","Strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["75.146.13.113",41303.470277777778,35.750198364257997,-83.629600524902003,"SAT",1430,97,"Mostly A's","Male",5,7,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Yes","No","Yes","No",2011,"07034",2,"New Jersey Institute Of Technology","07102",17.207010993479997,1140,71,-26,"Grove City College","16127",334.30639941665999,1206.5,81,-16,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","New Jersey Institute Of Technology",17.207010993479997,-26,"Grove City College",334.30639941665999,-16,".",".",".",".",".",".",".",".",".","Grove City College",334.30639941665999,-16,2,"The most important factor for me was the opinion of my dad. I basically applied to and went to whatever college he told me.","No","Strongly disagree","Strongly agree","Neither agree nor disagree","Strongly disagree","I just wasn't that interested in academics.",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","Yes","Yes","Yes","No","Yes","Very important","Yes","Yes",".",".",".","."]
["173.245.108.38",41297.549270833333,38.999496459961001,-77.528602600097997,"SAT",1290,89,"Mostly B's","Male",4,26,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","No",2015,"20141",2,"George Mason University","22030",40.550062488209996,1150,73,-16,"Virginia Polytechnic Institute and State University","24061",230.62129579730998,1220,82,-7,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","George Mason University",40.550062488209996,-16,".",230.62129579730998,".",".",".",".",".",".",".",".",".",".","George Mason University",40.550062488209996,-16,4,"Proximity to home","No","Somewhat disagree","Strongly agree","Strongly agree","Strongly disagree",".","Somewhat agree","Somewhat disagree","Strongly disagree","Somewhat agree",".","Strong influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Unsure","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["174.105.147.25",41299.646238425928,39.953704833983998,-82.931701660155994,"ACT",1110,67,"Half A's and half B's","Male",5,21,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2015,"43212",2,"Bowling Green State University-Main Campus","43403",122.59156481747999,1005,50,-17,"Ohio State University-Main Campus","43210",3.1118269195199999,1265,87,20,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Bowling Green State University-Main Campus",122.59156481747999,-17,"Ohio State University-Main Campus",3.1118269195199999,20,".",".",".",".",".",".",".",".",".","Bowling Green State University-Main Campus",122.59156481747999,-17,2,"Things to do, places to go, almuni connections, how nice hte campus looked and how large the dorms are","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat agree",".","Somewhat disagree","Somewhat disagree","Somewhat disagree","Strongly disagree",".","Very strong influence","Very strong influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["24.246.54.29",41297.297395833331,43.665496826172003,-79.437797546387003,"Both",1100,65,"Half A's and half B's","Male",2,19,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","Yes",".","No",2015,"89154",2,"University of Nevada-Las Vegas","89154",0,1000,49,-16,"University of California-Los Angeles","90095",285.43928355029999,1300,89,24,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Nevada-Las Vegas",0,-16,".",285.43928355029999,".",".",".",".",".",".",".",".",".",".","University of Nevada-Las Vegas",0,-16,2,"Closest to home and family. Also a big factor was the classes provided that fit what I wanted to major in.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","Minimal influence","Minimal influence","Moderate influence","No influence","Commute","Extremely important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["136.63.52.84",41299.622418981482,38.956298828125,-94.583801269530994,"ACT",1380,95,"Mostly C's","Male",11,17,1995,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","No","No",2012,"66103",2,"University of Missouri-Columbia","65211",130.08530136887998,1165,76,-19,"University of Illinois at Urbana-Champaign","61820",399.38260414535995,1355,94,-1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Missouri-Columbia",130.08530136887998,-19,".",399.38260414535995,".",".",".",".",".",".",".",".",".",".","University of Missouri-Columbia",130.08530136887998,-19,1,"the placement of it.","No","Somewhat disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","no",".",".",".",".",".","Very strong influence",".",".",".",".","Commute","Very important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["98.22.67.70",41298.520532407405,31.464797973633001,-82.860801696777003,"ACT",1150,73,"Half A's and half B's","Male",4,21,1996,"No","Black or African American (including Africa and Caribbean)","No",".",4,0,0,"Yes","Yes","Yes",".","No",2014,"30301",2,"South Georgia Technical College","31709",150.17112508563,"Nonsel","Nonsel",-23,"Georgia Institute of Technology-Main Campus","30332",1.3601815349099999,1360,94,21,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",150.17112508563,".","Georgia Institute of Technology-Main Campus",1.3601815349099999,21,".",".",".",".",".",".",".",".",".","Georgia Institute of Technology-Main Campus",1.3601815349099999,21,2,"The campus and the benefits of going to the college.","No","Neither agree nor disagree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree",".",".",".",".",".",".","Strong influence",".","Strong influence","Moderate influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["137.216.185.102",41300.40047453704,44.369705200195,-96.790702819824006,"ACT",1150,73,"Half C's and half D's","Female",10,9,1994,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","No","No","No",2014,"61036",1,"University Of Dubuque","52001",20.414529076259999,905,33,-40,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Dubuque",20.414529076259999,-40,".",".",".",".",".",".",".",".",".",".",".",".","University Of Dubuque",20.414529076259999,-40,2,"Dorm cleanliness ","No","Strongly agree","Strongly agree","Strongly disagree","Strongly agree",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Unsure","No","No","Yes","No","Extremely important","No","No",".",".",".","."]
["72.65.235.205",41296.756828703707,40.429504394531001,-80.014801025390994,"ACT",1220,82,"Half B's and half C's","Male",8,30,1995,"No","Black or African American (including Africa and Caribbean)","No",".",3,0,0,"Yes","No","Yes",".","No",2015,"30273",1,"Clayton State University","30260",3.6946730957399998,945,40,-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Clayton State University",3.6946730957399998,-42,".",".",".",".",".",".",".",".",".",".",".",".","Clayton State University",3.6946730957399998,-42,4,"The IT Programs of the colleges.","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","I wanted to stay close to home",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","No","No","Yes","Very important","Yes","Yes",".",".",".","."]
["173.77.161.132",41297.448136574072,40.682601928711001,-73.467002868652003,"SAT",1050,57,"Mostly A's","Female",3,18,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","No","Yes",".","No",2015,"11758",1,"Farmingdale State College","11735",9.4230940963499989,965,43,-14,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Farmingdale State College",9.4230940963499989,-14,".",".",".",".",".",".",".",".",".",".",".",".","Farmingdale State College",9.4230940963499989,-14,2,"If they had art programs and if the cost was affordable","No","Strongly agree","Strongly agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Too expensive to dorm","Minimal influence","Minimal influence","No influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["76.127.101.26",41297.770694444444,37.670303344727003,-121.01689910889,"SAT",1380,95,"Mostly A's","Male",1,28,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","No","Yes",2010,"92026",1,"California State University-San Marcos","92096",11.655680782019999,965,43,-52,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","California State University-San Marcos",11.655680782019999,-52,".",".",".",".",".",".",".",".",".",".",".",".","California State University-San Marcos",11.655680782019999,-52,1,"location","No","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Moderate influence","Strong influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","Yes","No","x",".",".","."]
["24.158.195.220",41297.605983796297,36.490707397461001,-82.620002746582003,"SAT",650,4,"Half B's and half C's","Female",2,28,1996,"No","White (including Middle Eastern)","Yes",3,2,0,0,"No","No","No","No","Yes",2015,"19022",1,"Shippensburg University of Pennsylvania","17257",148.02553036655999,985,47,43,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Shippensburg University of Pennsylvania",148.02553036655999,43,".",".",".",".",".",".",".",".",".",".",".",".","Shippensburg University of Pennsylvania",148.02553036655999,43,2,"close enough to home that i could visit regularly","No","Somewhat disagree","Somewhat agree","Strongly agree","Somewhat disagree","no","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","no","Moderate influence","Moderate influence","Strong influence","Minimal influence","No influence","Live on/near campus","Extremely important","3+ hours drive","Yes","No","No",".",".",".","Very important","No","Yes","Bryn Mawr College",".",".","."]
["208.107.178.21",41298.298668981479,43.458801269531001,-96.870498657227003,"Both",920,35,"Half B's and half C's","Female",3,29,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","No","No",2012,"57106",1,"Dakota State University","57042",46.455574277969994,1005,50,15,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Dakota State University",46.455574277969994,15,".",".",".",".",".",".",".",".",".",".",".",".","Dakota State University",46.455574277969994,15,1,"I just wanted to go to a school that had a lot of class options so I could tailor my choices to my schedule.","No","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","No","Strongly agree","Strongly agree","Strongly disagree","Strongly agree","I had a full-time job and an apartment with my fiance.","Minimal influence","Minimal influence","Moderate influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Unsure","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["67.166.44.230",41298.308136574073,39.953704833983998,-104.80010223389,"ACT",870,26,"Half B's and half C's","Male",3,31,1997,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2013,"80602",1,"University Of Northern Colorado","80639",37.551946496459998,1020,52,26,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Northern Colorado",37.551946496459998,26,".",".",".",".",".",".",".",".",".",".",".",".","University Of Northern Colorado",37.551946496459998,26,1,"Same city as my Uncle residence so I can live with him.","No","Somewhat disagree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","no",".",".",".",".",".","Strong influence","Very strong influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["68.41.210.160",41296.306018518517,43.063705444336001,-83.623596191405994,"SAT",1350,93,"Half B's and half C's","Male",6,1,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","Yes",".","No",2015,"48420",1,"Western Michigan University","49008",147.49736485506,1030,54,-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Western Michigan University",147.49736485506,-39,".",".",".",".",".",".",".",".",".",".",".",".","Western Michigan University",147.49736485506,-39,1,"wanted to go the the college my uncle went to","No","Somewhat agree","Somewhat agree","Somewhat disagree","Neither agree nor disagree",".",".",".",".",".",".","Moderate influence","Strong influence","Moderate influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["96.19.244.100",41299.446331018517,43.599197387695,-116.42340087891,"ACT",1260,86,"Half B's and half C's","Male",6,27,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","No","No","No","No",2014,"83617",1,"Boise State University","83725",35.151589589490001,1035,56,-30,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Boise State University",35.151589589490001,-30,".",".",".",".",".",".",".",".",".",".",".",".","Boise State University",35.151589589490001,-30,1,"The most important factors were proximity to where I was living at the time and where my high school friends were going. Also it had to be in state because out of state tuition is crazy.","No","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","Less costs for living because I could live at home.","Moderate influence","No influence","Very strong influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["162.229.9.209",41303.511493055557,40.818206787108998,-81.491798400879006,"ACT",870,26,"Half B's and half C's","Female",5,26,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","Yes",".","Yes",2013,"44262",1,"Kent State University at Kent","44242",5.7184790615700001,1040,56,30,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Kent State University at Kent",5.7184790615700001,30,".",".",".",".",".",".",".",".",".",".",".",".","Kent State University at Kent",5.7184790615700001,30,1,"How close it was to home and if they offered the program I wanted.","No","Strongly agree","Strongly agree","Strongly agree","Somewhat disagree",".","Strongly agree","Strongly agree","Strongly agree","Strongly agree","I was also taking care of my mother who had Lou Gehrig's Disease.","Very strong influence","Very strong influence","Very strong influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","Yes","Yes","Kent State University- Stark Campus",".",".","."]
["167.137.1.13",41297.288634259261,30.365997314453001,-97.643699645995994,"Both",1500,99,"Mostly A's","Male",2,18,1994,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","Yes",2012,"78239",1,"The University of Texas at San Antonio","78249",18.5292888858,1050,57,-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","The University of Texas at San Antonio",18.5292888858,-42,".",".",".",".",".",".",".",".",".",".",".",".","The University of Texas at San Antonio",18.5292888858,-42,1,"Location close to home","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","None","Strongly agree","Neither agree nor disagree","Strongly agree","Strongly disagree",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes","San Antonio College","St. Phillip's College",".","."]
["173.87.185.31",41298.662418981483,35.007202148437997,-114.56369781494,"SAT",1340,92,"Mostly A's","Male",4,19,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2014,"86409",1,"Northern Arizona University","86011",145.37724635478,1050,57,-35,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Northern Arizona University",145.37724635478,-35,".",".",".",".",".",".",".",".",".",".",".",".","Northern Arizona University",145.37724635478,-35,1,"Loacation and schooling","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","na","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","na","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","1-3 hours drive","Yes","Unsure","Unsure","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["71.89.131.234",41298.413946759261,44.617202758788999,-86.181999206542997,"ACT",1150,73,"Mostly A's","Female",5,5,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","Yes",2012,"49635",1,"Baker College","48507",192.66421528497,1070,61,-12,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Baker College",192.66421528497,-12,".",".",".",".",".",".",".",".",".",".",".",".","Baker College",192.66421528497,-12,2,"Location and Price","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree",".","Somewhat agree","Neither agree nor disagree","Somewhat agree","Somewhat agree",".","Strong influence","Moderate influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Unsure","Moderately important","Yes","Yes","Northwestern Michigan College",".",".","."]
["192.136.218.189",41300.763495370367,32.658493041992003,-97.089797973632997,"SAT",1450,97,"Mostly A's","Male",5,26,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",6,3,0,0,"No","No","No","Yes","No",2012,"76018",1,"The University of Texas at Arlington","76013",8.2244690708399997,1080,62,-35,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Texas at Arlington",8.2244690708399997,-35,".",".",".",".",".",".",".",".",".",".",".",".","The University of Texas at Arlington",8.2244690708399997,-35,4,"Campus life & college programs","No","Somewhat disagree","Somewhat agree","Strongly disagree","Somewhat disagree",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Minimal influence","No influence","Commute","Slightly important","flying distance/distance was not a concern","No","Yes","Yes","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["64.37.249.230",41301.383194444446,38.649993896483998,-90.533401489257997,"SAT",1120,69,"Half B's and half C's","Male",8,6,1997,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2015,"40216",1,"University Of Louisville","40292",5.74830487869,1085,64,-5,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Louisville",5.74830487869,-5,".",".",".",".",".",".",".",".",".",".",".",".","University Of Louisville",5.74830487869,-5,1,"close to home.","No","Neither agree nor disagree","Somewhat disagree","Somewhat disagree","Somewhat disagree","i wanted to go to UL",".",".",".",".",".","Strong influence","Strong influence","Very strong influence","Strong influence","Strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["73.85.201.53",41298.311203703706,25.982894897461001,-80.279403686522997,"SAT",630,3,"Mostly B's","Female",1,3,1997,"No","White (including Middle Eastern)","Yes",10,2,0,0,"No","No","Yes",".","No",2015,"33181",1,"Florida International University","33199",25.817351573309999,1090,64,61,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Florida International University",25.817351573309999,61,".",".",".",".",".",".",".",".",".",".",".",".","Florida International University",25.817351573309999,61,3,"Classes","No","Strongly disagree","Neither agree nor disagree","Strongly agree","Neither agree nor disagree","Would not be accepted","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Extremely important","No","Yes",".",".",".","."]
["173.24.146.128",41298.392743055556,35.553207397461001,-117.67649841309,"Both",920,35,"Half B's and half C's","Female",1,31,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","No","No","Yes","Yes",2009,"86001",1,"Embry-Riddle Aeronautical University-Daytona Beach","32114",2065.3216391474698,1105,67,32,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Embry-Riddle Aeronautical University-Daytona Beach",2065.3216391474698,32,".",".",".",".",".",".",".",".",".",".",".",".","Embry-Riddle Aeronautical University-Daytona Beach",2065.3216391474698,32,1,"I was interested in airplanes, so I wanted to go into aerospace engineering. Later I switched to software engineering.","No","Somewhat disagree","Somewhat agree","Strongly agree","Strongly disagree",".","Strongly agree","Strongly agree","Somewhat agree","Strongly disagree",".","Strong influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes","Northern Arizona University",".",".","."]
["96.33.184.178",41298.404398148145,30.400894165038999,-90.393600463867003,"Both",1300,89,"Half A's and half B's","Male",12,23,1992,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2011,"70785",1,"Louisiana State University and Agricultural & Mechanical College","70803",30.839894902079998,1135,71,-18,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Louisiana State University and Agricultural & Mechanical College",30.839894902079998,-18,".",".",".",".",".",".",".",".",".",".",".",".","Louisiana State University and Agricultural & Mechanical College",30.839894902079998,-18,1,"It is where I always wanted to go.","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree","Just that I wanted to attend LSU.","Somewhat disagree","Neither agree nor disagree","Strongly disagree","Somewhat disagree","no","No influence","No influence","Moderate influence","Moderate influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","Yes","Slightly important","Yes","No",".",".",".","."]
["70.138.224.143",41298.297199074077,29.751007080078001,-95.612998962402003,"Both",1400,96,"Half A's and half B's","Female",11,17,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",3,0,0,"Yes","No","No","Yes","Yes",2011,"77077",1,"University Of Houston","77204",21.463403644979998,1140,71,-25,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University Of Houston",21.463403644979998,-25,".",".",".",".",".",".",".",".",".",".",".",".","University Of Houston",21.463403644979998,-25,1,"Price. I had to stay under budget.","No","Somewhat disagree","Somewhat disagree","Somewhat agree","Somewhat disagree","no","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","no","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","No","san jacinto college",".",".","."]
["71.68.97.189",41300.293333333335,35.218002319336001,-80.78589630127,"Both",1250,85,"Mostly A's","Female",6,12,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2012,"77005",1,"University Of Houston","77204",7.5347470499399991,1140,71,-14,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Houston",7.5347470499399991,-14,".",".",".",".",".",".",".",".",".",".",".",".","University Of Houston",7.5347470499399991,-14,1,"I already knew this was the one I would choose.  All of my friends were going there so I did too.","No","Strongly disagree","Somewhat disagree","Somewhat agree","Strongly disagree","There really isn't any difference.  They just cost more.","Strongly agree","Strongly agree","Somewhat disagree","Somewhat agree","no","Moderate influence","Moderate influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["73.99.34.61",41298.298495370371,38.136093139647997,-79.062301635742003,"SAT",1160,74,"Mostly C's","Male",1,10,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2015,"28607",1,"Appalachian State University","28608",3.9512993972099997,1150,73,-1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Appalachian State University",3.9512993972099997,-1,".",".",".",".",".",".",".",".",".",".",".",".","Appalachian State University",3.9512993972099997,-1,1,"Location, I needed to attend the university in my area.","No","Somewhat disagree","Neither agree nor disagree","Strongly agree","Somewhat disagree","no","Strongly agree","Strongly agree","Strongly agree","Strongly agree","cost of moving would have been a waste of money","Minimal influence","No influence","Strong influence","No influence","Strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["68.99.12.132",41299.665625000001,41.110504150391002,-95.93399810791,"ACT",1420,96,"Half A's and half B's","Male",11,29,1994,"No","White (including Middle Eastern)","Yes",3,2,0,0,"No","No","No","Yes","No",2012,"68046",1,"University of Nebraska-Lincoln","68588",47.78592999576,1170,76,-20,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Nebraska-Lincoln",47.78592999576,-20,".",".",".",".",".",".",".",".",".",".",".",".","University of Nebraska-Lincoln",47.78592999576,-20,1,"Close to home, friends there","No","Neither agree nor disagree","Strongly agree","Strongly agree","Neither agree nor disagree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","No influence","Very strong influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["96.11.75.186",41300.30400462963,39.797302246093999,-84.315101623535,"ACT",1340,92,"Mostly A's","Male",9,29,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","Unsure","No","Yes","No",2010,"44090",1,"Cedarville University","45314",159.29720375315998,1180,77,-15,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Cedarville University",159.29720375315998,-15,".",".",".",".",".",".",".",".",".",".",".",".","Cedarville University",159.29720375315998,-15,1,"Good Christian moral beliefs. Strong educational curriculum.","No","Somewhat disagree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Strongly agree","Somewhat agree","Somewhat disagree","Strongly disagree",".","Very strong influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","Yes","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["64.121.102.112",41296.750590277778,40.567794799805,-75.482803344727003,"SAT",1150,73,"Half A's and half B's","Male",10,29,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","Yes","No",2009,"18103",1,"Pennsylvania State University-Main Campus","16802",166.34728127489998,1195,79,6,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Pennsylvania State University-Main Campus",166.34728127489998,6,".",".",".",".",".",".",".",".",".",".",".",".","Pennsylvania State University-Main Campus",166.34728127489998,6,1,"campus, location and program","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat disagree","no","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","no","Minimal influence","Very strong influence","No influence","No influence","Minimal influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["136.33.33.20",41300.427881944444,39.034393310547003,-94.572196960449006,"SAT",1540,99,"Mostly A's","Male",9,2,1991,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","No","Yes","No",2010,"27215",1,"Virginia Polytechnic Institute and State University","24061",173.68318954403998,1220,82,-17,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Virginia Polytechnic Institute and State University",173.68318954403998,-17,".",".",".",".",".",".",".",".",".",".",".",".","Virginia Polytechnic Institute and State University",173.68318954403998,-17,1,"Mostly the academic success that the school has. Also I though it was a beautiful campus and community. I also had many friends who attended the school.","No","Strongly disagree","Strongly agree","Strongly disagree","Somewhat disagree","I just had no desire to go to any elite colleges.",".",".",".",".",".","Strong influence","Minimal influence","Strong influence","Minimal influence",".","Live on/near campus","Slightly important","3+ hours drive","No","Yes","No","No","Yes","No","Very important","Yes","Yes",".",".",".","."]
["68.39.1.47",41297.268993055557,40.236892700195,-85.467903137207003,"SAT",1250,85,"Mostly C's","Female",2,2,1992,"No","Native Hawaiian or Other Pacific Islander (Original Peoples)","No",".",3,0,0,"Yes","Yes","No","Yes","Yes",2010,"95833",1,"University of Washington-Seattle Campus","98195",754.92001438193995,1230,83,-2,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of Washington-Seattle Campus",754.92001438193995,-2,".",".",".",".",".",".",".",".",".",".",".",".","University of Washington-Seattle Campus",754.92001438193995,-2,1,"I wanted to be in a specific program, and I liked the city","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Moderate influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","Unsure","No","No",".",".",".","Moderately important","Yes","No","seattle community college",".",".","."]
["209.63.186.180",41300.397476851853,44.949295043945,-93.336303710937997,"Both",1300,89,"Half A's and half B's","Female",3,19,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","Yes",2009,"55125",1,"University of Minnesota-Twin Cities","55455",18.583348179329999,1300,89,0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Minnesota-Twin Cities",18.583348179329999,0,".",".",".",".",".",".",".",".",".",".",".",".","University of Minnesota-Twin Cities",18.583348179329999,0,3,"Distance from home; local features (more than just a 'college town'); major/minor programs; cost","No","Strongly disagree","Strongly agree","Somewhat agree","Strongly agree","I wasn't interested in going to college in the first place.","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree","Cheaper to move/lower price of living.","Strong influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Century College - PSEO",".",".","."]
["76.184.115.122",41303.776712962965,32.972198486327997,-96.737602233887003,"Both",1600,99,"Mostly A's","Female",1,2,1992,"No","Black or African American (including Africa and Caribbean),White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","No",2013,"75021",1,"Southern Methodist University","75275",73.95808451856,1305,90,-9,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Southern Methodist University",73.95808451856,-9,".",".",".",".",".",".",".",".",".",".",".",".","Southern Methodist University",73.95808451856,-9,1,"available degrees","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["142.234.73.89",41298.664120370369,34.171600341797003,-118.32160186768,"Both",1280,88,"Mostly B's","Male",5,14,1991,"No","White (including Middle Eastern)","Yes",4,2,0,0,"Yes","Yes","Yes",".","No",2014,"90016",1,"University of California-Berkeley","94720",375.96188125187996,1355,94,6,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of California-Berkeley",375.96188125187996,6,".",".",".",".",".",".",".",".",".",".",".",".","University of California-Berkeley",375.96188125187996,6,1,"schools have excellent job placement programs, assisting their students in making the transition from student to employee, and helping them find jobs after graduation.","No","Somewhat agree","Somewhat disagree","Strongly agree","Somewhat agree","none","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree",".","Very strong influence","Strong influence","Moderate influence","Very strong influence","Very strong influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","Unsure","Unsure","Yes","Unsure","Yes","Extremely important","Yes","No",".",".",".","."]
["199.115.116.80",41298.532407407409,38.770095825195,-77.632102966309006,"SAT",1000,49,"Half A's and half B's","Male",12,8,1995,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","Yes","Yes",".","No",2014,"90001",2,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",2,"location\nfaculties\nplacements","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Strong influence","Moderate influence","Strong influence","Commute","Very important","1-3 hours drive","No","Yes","No","Yes","No","No","Very important","Yes","No",".",".",".","."]
["107.217.183.93",41300.790347222224,34.106399536132997,-117.37030029297,"SAT",1390,95,"Half A's and half B's","Female",5,3,1995,"Yes","White (including Middle Eastern)","No",".",2,0,0,"No","No","Yes",".","Yes",2013,"91790",1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",1,"The major I wanted to go into","No","Strongly agree","Strongly agree","Somewhat agree","Strongly disagree","Money and probably wouldn't be accepted","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","To travel to and from home","No influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","No","Yes","CSU San Bernardino","CSU Northridge",".","."]
["72.184.121.202",41303.295914351853,28.750106811523001,-82.5166015625,"SAT",1180,77,"Half A's and half B's","Male",5,26,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","Yes","Yes",".","No",2015,"34470",1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",1,"location and cost","No","Somewhat disagree","Strongly disagree","Strongly agree","Somewhat disagree","cost","Somewhat agree","Strongly agree","Strongly agree","Strongly agree",".","Moderate influence","No influence","Minimal influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","Yes","Yes","No","Yes","No","Extremely important","Yes","No",".",".",".","."]
["68.68.96.122",41296.456504629627,37.33869934082,-121.89140319824,"ACT",1150,73,"Half A's and half B's","Male",1,11,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","No","Yes","No",2011,"68157",1,"Bellevue University","68005",6.1652449471799997,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Bellevue University",6.1652449471799997,-23,".",".",".",".",".",".",".",".",".",".",".",".","Bellevue University",6.1652449471799997,-23,1,"Cost","No","Somewhat disagree","Strongly disagree","Strongly agree","Strongly disagree","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","No","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["73.190.127.235",41296.747974537036,45.602294921875,-122.51670074463,"SAT",1360,94,"Mostly B's","Male",4,1,1996,"No","Asian (including Indian subcontinent and Philippines)","Yes",6,2,0,0,"No","No","Yes",".","Yes",2014,"97030",1,"Mt Hood Community College","97030",0,"Nonsel","Nonsel",-44,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Mt Hood Community College",0,-44,".",".",".",".",".",".",".",".",".",".",".",".","Mt Hood Community College",0,-44,2,"Tuition","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","No.","Strongly agree","Strongly agree","Strongly disagree","Somewhat disagree","No.","Strong influence","Moderate influence","Strong influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Portland State University",".",".","."]
["98.190.190.72",41297.263009259259,29.676605224608998,-82.385498046875,"SAT",1480,98,"Mostly A's","Female",11,25,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"Yes","No","No","Yes","No",2011,"32643",1,"Santa Fe College","32606",20.900441346839997,"Nonsel","Nonsel",-48,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Santa Fe College",20.900441346839997,-48,".",".",".",".",".",".",".",".",".",".",".",".","Santa Fe College",20.900441346839997,-48,1,"Close to home, had the program I wanted to complete, tuition prices were reasonable","No","Strongly disagree","Somewhat agree","Strongly agree","Somewhat disagree","no","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat agree","no","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","Yes","Yes","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["98.111.112.188",41297.275393518517,40.27619934082,-76.788902282715,"SAT",1250,85,"Half A's and half B's","Male",10,7,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"Yes","Yes","Yes",".","Yes",2011,"17111",1,"Harrisburg Area Community College-Harrisburg","17110",10.770848207459998,"Nonsel","Nonsel",-35,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Harrisburg Area Community College-Harrisburg",10.770848207459998,-35,".",".",".",".",".",".",".",".",".",".",".",".","Harrisburg Area Community College-Harrisburg",10.770848207459998,-35,1,"Online courses, cheap","No","Strongly disagree","Strongly disagree","Strongly agree","Somewhat agree","Didn't want to leave home, didn't want to pay that much","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","Just family","Moderate influence","Minimal influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","No","Central Penn",".",".","."]
["73.225.241.108",41297.537557870368,47.101501464843999,-122.32720184326,"SAT",1370,94,"Half B's and half C's","Male",6,18,1994,"No","White (including Middle Eastern)","Yes",1,2,0,0,"Yes","No","Yes",".","No",2014,"98387",1,"Tacoma Community College","98466",18.605096170979998,"Nonsel","Nonsel",-44,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Tacoma Community College",18.605096170979998,-44,".",".",".",".",".",".",".",".",".",".",".",".","Tacoma Community College",18.605096170979998,-44,2,"The most important factor was location. I wanted the college to be as close as possible to me, to avoid long commute times.","No","Strongly agree","Somewhat agree","Strongly agree","Strongly agree",".","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree",".","Strong influence","Minimal influence","No influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["73.81.158.38",41297.544652777775,40.012405395507997,-75.147102355957003,"SAT",1020,52,"Half A's and half B's","Female",10,25,1997,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","No",2015,"17055",1,"Harrisburg Area Community College-Harrisburg","17110",19.632844119239998,"Nonsel","Nonsel",-2,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Harrisburg Area Community College-Harrisburg",19.632844119239998,-2,".",".",".",".",".",".",".",".",".",".",".",".","Harrisburg Area Community College-Harrisburg",19.632844119239998,-2,1,"Price and affordability and closeness to job & home. I couldn't afford to attend college away from home and pay dorm fees and such.","No","Strongly disagree","Strongly agree","Strongly agree","Somewhat agree","no","Somewhat agree","Somewhat agree","Strongly agree","Strongly agree","no","Moderate influence","No influence","Minimal influence","Minimal influence",".","Commute","Very important","1-3 hours drive","No","Yes","No","No","Yes","No","Extremely important","No","No",".",".",".","."]
["173.67.139.92",41298.390011574076,40.292297363281001,-76.590896606445,"SAT",1450,97,"Half B's and half C's","Female",5,13,1998,"No","White (including Middle Eastern)","Yes",5,2,0,0,"Yes","Yes","Yes",".","No",2016,"17078",1,"Keystone Technical Institute","17112",17.842673720849998,"Nonsel","Nonsel",-47,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Keystone Technical Institute",17.842673720849998,-47,".",".",".",".",".",".",".",".",".",".",".",".","Keystone Technical Institute",17.842673720849998,-47,1,"small classes, hands on","No","Somewhat disagree","Strongly agree","Somewhat agree","Somewhat disagree","high school was a bad experience (bullying). by the time I graduated I just wanted to be done. My mom wanted me to go to college we compromised and I went to a trade school ","Somewhat agree","Somewhat disagree","Strongly agree","Strongly agree",".","Strong influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Unsure","Yes","Yes","Yes","No","Extremely important","Yes","No",".",".",".","."]
["69.161.103.57",41298.446863425925,37.58659362793,-76.464797973632997,"SAT",1200,79,"Mostly B's","Female",12,12,1996,"No","Black or African American (including Africa and Caribbean)","Yes",3,2,0,0,"Yes","No","Yes",".","No",2015,"23180",1,"Rappahannock Community College","23149",16.886383459439998,"Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Rappahannock Community College",16.886383459439998,-29,".",".",".",".",".",".",".",".",".",".",".",".","Rappahannock Community College",16.886383459439998,-29,2,"I am in a community college because I'm not ready to be away from home just yet.","No","Somewhat agree","Somewhat agree","Strongly agree","Neither agree nor disagree",".","Somewhat agree","Somewhat disagree","Strongly disagree","Strongly disagree",".","Moderate influence","No influence","No influence","Strong influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["70.20.56.164",41298.662233796298,43.121704101562003,-73.175399780272997,"SAT",1150,73,"Mostly B's","Male",10,15,1992,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","Yes",2010,"11758",1,"Nassau Community College","11530",15.117961052699998,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Nassau Community College",15.117961052699998,-23,".",".",".",".",".",".",".",".",".",".",".",".","Nassau Community College",15.117961052699998,-23,1,"price and location","No","Strongly agree","Strongly agree","Strongly agree","Somewhat disagree","no","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat agree","no","Strong influence","No influence","Strong influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes","hofstra",".",".","."]
["52.144.44.250",41299.430347222224,37.751007080077997,-97.821998596190994,"SAT",1000,49,"Mostly C's","Male",9,25,1991,"No","Black or African American (including Africa and Caribbean)","Yes",6,3,0,0,"No","No","Yes",".","No",2012,"98052",1,"Brandman University","92618",1186.6990482603298,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Brandman University",1186.6990482603298,0,".",".",".",".",".",".",".",".",".",".",".",".","Brandman University",1186.6990482603298,0,1,"Infrastructure and quality of education","No","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","no,not at all",".",".",".",".",".","Minimal influence","Moderate influence","Strong influence","Moderate influence","Strong influence","Live on/near campus","Slightly important","&lt;1 hour drive (commuting distance)","No","No","Unsure","No","No","Unsure","Very important","Yes","No",".",".",".","."]
["216.186.187.217",41299.671493055554,27.911193847656001,-82.755096435547003,"SAT",1100,65,"Mostly B's","Female",9,17,1994,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),Native Hawaiian or Other Pacific Islander (Original Peoples)","Yes",4,2,0,0,"No","No","Yes",".","No",2013,"33614",1,"Hillsborough Community College","33606",9.5827864921799986,"Nonsel","Nonsel",-15,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Hillsborough Community College",9.5827864921799986,-15,".",".",".",".",".",".",".",".",".",".",".",".","Hillsborough Community College",9.5827864921799986,-15,1,"close to home","No","Strongly agree","Strongly agree","Strongly agree","Strongly disagree","none","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree","none","Very strong influence","Very strong influence","Very strong influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["98.242.184.133",41299.782349537039,25.754104614258001,-80.271003723145,"SAT",930,36,"Mostly B's","Male",1,14,1992,"Yes","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","No","No",2013,"33133",1,"Miami Dade College","33132",10.242061324769999,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Miami Dade College",10.242061324769999,0,".",".",".",".",".",".",".",".",".",".",".",".","Miami Dade College",10.242061324769999,0,1,"I wanted a place that not only offered training and assistance for what I was interested in learning/doing, but in how this training/assistance is given/taught, and the overall variables of such.","No","Strongly disagree","Strongly disagree","Somewhat agree","Somewhat disagree","I had none in my vicinity that interested me. I was fine with the college I selected because it met my needs for that time.","Neither agree nor disagree","Somewhat agree","Somewhat disagree","Somewhat agree","I can't think of anymore.","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","Yes","No",".",".",".","."]
["47.201.83.71",41300.429108796299,28.08219909668,-82.523902893065994,"SAT",1280,88,"Half A's and half B's","Male",10,3,1993,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","Yes","Yes",2013,"33625",1,"Houston Community College","77002",943.63727986802996,"Nonsel","Nonsel",-38,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Houston Community College",943.63727986802996,-38,".",".",".",".",".",".",".",".",".",".",".",".","Houston Community College",943.63727986802996,-38,1,"Price","No","Strongly disagree","Strongly agree","Somewhat agree","Strongly disagree",".","Somewhat disagree","Somewhat agree","Somewhat agree","Strongly disagree",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Very important","No","Yes","University of Central Florida",".",".","."]
["99.17.81.109",41300.76358796296,35.857192993163999,-84.017700195312003,"ACT",1150,73,"Half A's and half B's","Female",4,3,1993,"No","White (including Middle Eastern)","No",".",2,0,0,"No","Yes","No","Yes","No",2014,"37923",1,"Fountainhead College of Technology","37932",9.4684541932199995,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Fountainhead College of Technology",9.4684541932199995,-23,".",".",".",".",".",".",".",".",".",".",".",".","Fountainhead College of Technology",9.4684541932199995,-23,1,"Attending a technical college","No","Neither agree nor disagree","Strongly agree","Strongly agree","Neither agree nor disagree","I knew I was going into IT. I wanted a school I could afford.","Neither agree nor disagree","Neither agree nor disagree","Strongly disagree","Neither agree nor disagree","no","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["23.28.116.45",41303.472372685188,42.375793457031001,-83.280799865722997,"Both",1550,99,"Half B's and half C's","Male",3,20,1994,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","No","No",2012,"45419",1,"Sinclair Community College","45402",4.2327805462799999,"Nonsel","Nonsel",-49,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Sinclair Community College",4.2327805462799999,-49,".",".",".",".",".",".",".",".",".",".",".",".","Sinclair Community College",4.2327805462799999,-49,1,"The most important factors were travel distance, credibility, and affordability.","No","Somewhat disagree","Strongly agree","Somewhat disagree","Strongly disagree",".",".",".",".",".",".","Very strong influence","No influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["73.196.155.106",41303.793761574074,39.378402709961001,-75.023597717285,"SAT",1150,73,"Mostly B's","Male",6,17,1991,"No","White (including Middle Eastern)","No",".",5,0,0,"Yes","No","No","No","Yes",2009,"08318",1,"Cumberland County College","08362",16.783857213089998,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Cumberland County College",16.783857213089998,-23,".",".",".",".",".",".",".",".",".",".",".",".","Cumberland County College",16.783857213089998,-23,2,"It was important I went to a college my family could afford.","No","Strongly agree","Strongly agree","Strongly disagree","Neither agree nor disagree",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence",".","Commute","Not at all important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","No","Yes","Rowan University",".",".","."]
["172.56.34.65",41303.302523148152,40.703506469727003,-73.923500061035,"SAT",1510,99,"Half A's and half B's","Female",12,3,1996,"No","American Indian or Alaska Native (including all Original Peoples of the Americas)","Yes","13 (always eligible)",3,0,0,"Yes","Yes","Yes",".","No",2015,"11433",2,"York College","68467",1359.9342291763799,880,28,-71,"CUNY Queensborough Community College","11364",6.6679342398899992,"Nonsel","Nonsel",-49,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","York College",1359.9342291763799,-71,".",6.6679342398899992,".",".",".",".",".",".",".",".",".",".","York College",1359.9342291763799,-71,1,"Good environment and degree preference","No","Neither agree nor disagree","Somewhat agree","Strongly agree","Somewhat disagree","No","Strongly agree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","No","Very strong influence","No influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["108.32.16.160",41298.383101851854,40.262802124022997,-79.716003417969006,"SAT",1300,89,"Mostly A's","Female",6,14,1993,"No","White (including Middle Eastern)","No",".",3,0,0,"No","No","No","Yes","Yes",2012,"15944",2,"Indiana University of Pennsylvania-Main Campus","15705",21.36398425458,980,45,-44,"Westmoreland County Community College","15697",37.828456676009999,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",21.36398425458,".","Westmoreland County Community College",37.828456676009999,-39,".",".",".",".",".",".",".",".",".","Westmoreland County Community College",37.828456676009999,-39,2,"SINCE I WAS PAYING FOR IT MYSELF THE COST WAS THE MOST IMPORTANT. AFTER THAT IT WAS THE PROGRAMS THEY OFFERED","No","Somewhat agree","Strongly agree","Somewhat agree","Strongly disagree","NO","Strongly disagree","Strongly disagree","Somewhat agree","Strongly disagree","I WAS LIVING ON MY ON AND NOT STAYING ON CAMPUS SO I HAD TO STAY WITHIN DRIVING DISTANCE OF SCHOOL AND WORK","No influence","No influence","No influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes","INDIANA UNIVERSITY OF PENNSYLVANIA",".",".","."]
["108.230.203.43",41303.487569444442,29.957901000976999,-91.872100830077997,"ACT",990,47,"Half C's and half D's","Male",11,24,1997,"No","White (including Middle Eastern)","Yes",7,2,0,0,"No","No","Yes",".","No",2016,"70663",2,"Mcneese State University","70605",19.169922582689999,1025,54,7,"SOWELA Technical Community College","70616",14.906694848099999,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Mcneese State University",19.169922582689999,7,".",14.906694848099999,".",".",".",".",".",".",".",".",".",".","Mcneese State University",19.169922582689999,7,1,"Good school programs","No","Somewhat agree","Strongly agree","Strongly agree","Strongly agree",".","Neither agree nor disagree","Somewhat agree","Strongly disagree","Somewhat agree",".","No influence","No influence","Moderate influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Unsure","No","Yes","Yes","No","Slightly important","Yes","Yes",".",".",".","."]
["108.253.177.26",41303.402615740742,32.859405517577997,-117.20729827881,"SAT",1440,97,"Half B's and half C's","Male",10,19,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"No","Yes","No","Yes","Yes",2012,"91941",2,"San Diego State University","92182",6.2951115258899994,1090,64,-33,"Grossmont College","92020",4.0538256435599997,"Nonsel","Nonsel",-47,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","San Diego State University",6.2951115258899994,-33,"Grossmont College",4.0538256435599997,-47,".",".",".",".",".",".",".",".",".","Grossmont College",4.0538256435599997,-47,2,"future earnings potential for the average applicant","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree",".","Somewhat agree","Strongly agree","Strongly disagree","Neither agree nor disagree",".","Moderate influence","Minimal influence","Strong influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes","san diego state university",".",".","."]
["50.207.11.29",41300.342199074075,33.827392578125,-84.324401855469006,"ACT",870,26,"Mostly B's","Female",1,6,1998,"No","White (including Middle Eastern)","Yes","13 (always eligible)",2,0,0,"No","No","Yes",".","No",2016,"30084",2,"Georgia Southern University","30460",215.37284679471,1110,67,41,"Georgia Perimeter College","30034",14.231264364569999,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",215.37284679471,".","Georgia Perimeter College",14.231264364569999,0,".",".",".",".",".",".",".",".",".","Georgia Perimeter College",14.231264364569999,0,2,"Classes offered in graphic design, Japanese foreign language, orchestra","No","Strongly disagree","Strongly agree","Somewhat agree","Somewhat disagree","No","Strongly agree","Strongly agree","Strongly disagree","Somewhat agree","Don't have a car, so commuting is difficult.","Very strong influence","Moderate influence","Strong influence","Strong influence","Minimal influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["174.111.238.194",41300.377916666665,35.651992797852003,-79.844100952147997,"SAT",1290,89,"Mostly B's","Male",12,19,1991,"No","American Indian or Alaska Native (including all Original Peoples of the Americas)","Yes",4,3,0,0,"No","Yes","No","No","No",2011,"27205",2,"Clemson University","29634",202.14447553079998,1245,85,-4,"Randolph Community College","27205",0,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",202.14447553079998,".","Randolph Community College",0,-39,".",".",".",".",".",".",".",".",".","Randolph Community College",0,-39,2,"Cost, I didn't go to Clemson entirely because I didn't have the funding. I applied late for admissions and since I thought that would disqualify me I didn't do any financial aid. When I got my acceptance letter I didn't have time to, so I reluctantly and regretfully passed up on university. ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Minimal influence","No influence","No influence","Commute","Slightly important","&lt;1 hour drive (commuting distance)","Yes","Unsure","Unsure","Yes","No","No","Extremely important","No","Yes",".",".",".","."]
["66.87.125.163",41300.320717592593,42.333099365233998,-71.095703125,"Both",1320,91,"Mostly A's","Male",10,31,1991,"No","White (including Middle Eastern)","No",".",2,0,0,"No","No","No","No","No",2009,"12203",2,"Hudson Valley Community College","12180",18.29751743193,"Nonsel","Nonsel",-41,"Schenectady County Community College","12305",13.366315668089999,"Nonsel","Nonsel",-41,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Hudson Valley Community College",18.29751743193,-41,".",13.366315668089999,".",".",".",".",".",".",".",".",".",".","Hudson Valley Community College",18.29751743193,-41,2,"The campus environment and what type of degrees they offered. ","No","Somewhat disagree","Strongly agree","Strongly agree","Strongly disagree","The money was the main reason. ","Strongly agree","Somewhat disagree","Strongly disagree","Somewhat agree","Family was my main reason. ","Moderate influence","Very strong influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","Yes","Yes","Yes","No","Extremely important","Yes","No",".",".",".","."]
["99.166.163.47",41297.706423611111,30.28010559082,-81.404998779297003,"SAT",1150,73,"Half A's and half B's","Male",9,25,1995,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","Yes",".","No",2015,"04345",3,"University of Maine at Augusta","04330",17.594125244849998,"Nonsel","Nonsel",-23,"University Of Southern Maine","04103",51.360057080639997,1000,49,-24,"Southern Maine Community College","04106",54.73845224067,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".","No",".",17.594125244849998,".",".",51.360057080639997,".","Southern Maine Community College",54.73845224067,-23,".",".",".",".",".",".","Southern Maine Community College",54.73845224067,-23,4,"Distance and programs","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","I'm smart but not that smart","Somewhat agree","Neither agree nor disagree","Somewhat agree","Strongly agree","Job training program and girlfriend","Minimal influence","Strong influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["108.176.91.98",41297.269953703704,42.885406494141002,-78.750297546387003,"SAT",1230,83,"Half A's and half B's","Male",2,17,1997,"No","White (including Middle Eastern)","Yes",10,3,0,0,"No","No","Yes",".","No",2014,"14127",3,"Kent State University at Kent","44242",204.17573795090999,1040,56,-27,"University at Buffalo","14260",13.64406859002,1155,74,-9,"Erie Community College","14203",15.529930151669999,"Nonsel","Nonsel",-33,".",".",".",".",".",".",".",".",".",".",".",".","No","Kent State University at Kent",204.17573795090999,-27,"University at Buffalo",13.64406859002,-9,"Erie Community College",15.529930151669999,-33,".",".",".",".",".",".","Kent State University at Kent",204.17573795090999,-27,3,"The cost. How close to home it was. If it had the correct programs for me.","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","No.","Somewhat agree","Strongly agree","Somewhat agree","Somewhat disagree","No","Minimal influence","Minimal influence","Moderate influence","Moderate influence",".","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["68.185.130.118",41296.47755787037,35.227005004882997,-84.880401611327997,"Both",680,6,"Half A's and half B's","Female",5,4,1992,"No","White (including Middle Eastern)","Yes",3,2,0,0,"No","No","No","Yes","No",2010,"37311",3,"Lee University","37311",0,1065,61,55,"Cleveland State Community College","37312",11.198351586179999,"Nonsel","Nonsel",0,"Athens Technical College","30601",174.52390476411,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".","No","Lee University",0,55,".",11.198351586179999,".",".",174.52390476411,".",".",".",".",".",".",".","Lee University",0,55,2,"i wanted a good christian college and a good atmosphere","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Very strong influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["73.23.216.26",41303.436076388891,26.621704101561999,-81.840599060059006,"ACT",1030,54,"Mostly A's","Male",4,19,1993,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",3,0,0,"No","No","Yes",".","Yes",2013,"34221",4,"University of South Florida-Main Campus","33620",43.261726361369995,1170,76,22,"University Of Central Florida","32816",125.28334481255999,1180,77,23,"Clearwater Christian College","33759",38.567267020919999,1020,52,-2,"State College of Florida-Manatee-Sarasota","34207",13.590009296489999,"Nonsel","Nonsel",-4,".",".",".",".",".",".","No",".",43.261726361369995,".",".",125.28334481255999,".","Clearwater Christian College",38.567267020919999,-2,".",13.590009296489999,".",".",".",".","Clearwater Christian College",38.567267020919999,-2,3,"The community","No","Strongly agree","Strongly agree","Strongly agree","Neither agree nor disagree",".","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".","Moderate influence","Moderate influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Unsure","No","Yes","Yes","No","Slightly important","No","Yes","State College of Florida-Manatee-Sarasota","Florida Gulf Coast University",".","."]
["72.185.22.107",41297.418506944443,28.934494018555,-82.472297668457003,"ACT",1420,96,"Half A's and half B's","Female",7,6,1991,"No","White (including Middle Eastern)","No",".",4,0,0,"No","No","No","No","No",2009,"34461",4,"Eckerd College","33711",88.291253758289997,1120,69,-27,"The University of West Florida","32514",376.02463974206995,1025,54,-42,"University of South Florida-Main Campus","33620",61.878007213769997,1170,76,-20,"College of Central Florida","34474",37.732144141559999,"Nonsel","Nonsel",-46,".",".",".",".",".",".","No","Eckerd College",88.291253758289997,-27,"The University of West Florida",376.02463974206995,-42,"University of South Florida-Main Campus",61.878007213769997,-20,"College of Central Florida",37.732144141559999,-46,".",".",".","College of Central Florida",37.732144141559999,-46,5,"The programs they had were the most important, I needed to be able to take the classes to get the degree/career I wanted. The second most important was how far it was from home, in the end I realized that if I went to a college that was close I could continue to live with family.","No","Strongly disagree","Somewhat agree","Strongly agree","Neither agree nor disagree","No.","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree","I was a nanny for my sister's son at the time and really enjoyed that time. I wasn't ready for it to end.","Very strong influence","Very strong influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","No","Moderately important","No","Yes",".",".",".","."]
["24.152.230.139",41303.408738425926,41.118896484375,-75.338897705077997,"SAT",1250,85,"Half A's and half B's","Male",3,11,1994,"No","White (including Middle Eastern)","No",".",4,0,0,"Yes","No","No","No","No",2012,"18344",12,"Northampton County Area Community College","18020",38.236697547839995,"Nonsel","Nonsel",-35,"Pennsylvania State University-Main Campus","16802",152.35897304561999,1195,79,-6,"Seton Hall University","07079",77.74844877756,1120,69,-16,"East Stroudsburg University of Pennsylvania","18301",12.667273079339999,945,40,-45,"Luzerne County Community College","18634",51.007118244719997,"Nonsel","Nonsel",-35,"No","Northampton County Area Community College",38.236697547839995,-35,".",152.35897304561999,".","Seton Hall University",77.74844877756,-16,"East Stroudsburg University of Pennsylvania",12.667273079339999,-45,"Luzerne County Community College",51.007118244719997,-35,"Seton Hall University",77.74844877756,-16,6,"If I had a chance of being accepted, reviews from past attendees, financial aid coverage, overall price, distance and atmosphere","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat agree","Too embarassed",".",".",".",".",".","Moderate influence","Very strong influence","No influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","No","Yes","Yes","No","Very important","No","Yes",".",".",".","."]
["65.74.72.2",41296.571793981479,55.615295410156001,-131.58480834961,"Both",1320,91,"Mostly A's","Female",12,17,1992,"No","White (including Middle Eastern)","Yes",6,2,0,0,"No","Yes","No","Yes","No",2011,"83864",7,"Boise State University","83725",507.56581380911996,1035,56,-35,"The University of Texas at Austin","78712",1994.4132444294298,1260,86,-5,"Lewis & Clark College","97219",438.79307187110999,1275,88,-3,"Southern Oregon University","97520",634.10992076618993,1020,52,-39,"North Idaho College","83814",61.72266441627,"Nonsel","Nonsel",-41,"No","Boise State University",507.56581380911996,-35,"The University of Texas at Austin",1994.4132444294298,-5,"Lewis & Clark College",438.79307187110999,-3,"Southern Oregon University",634.10992076618993,-39,"North Idaho College",61.72266441627,-41,"Boise State University",507.56581380911996,-35,"10+","Price\nLocation\nProgram","No","Somewhat agree","Strongly agree","Strongly disagree","Somewhat agree","I didn't see the value in getting my undergrad at a prestigious college. I wasn't even sure college was right for me so I emphasized affordability more than anything.",".",".",".",".",".","Very strong influence","Very strong influence","Strong influence","Strong influence",".","Commute","Extremely important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["99.17.227.107",41298.533067129632,38.188995361327997,-122.25410461426,"Both",1520,99,"Half A's and half B's","Female",7,25,1992,"Yes","Native Hawaiian or Other Pacific Islander (Original Peoples)","Yes",4,3,0,0,"No","Yes","Yes",".","Yes",2011,"90210",5,"University of California-Los Angeles","90095",5.1648373312799993,1300,89,-10,"University of California-Berkeley","94720",368.73347019860995,1355,94,-5,"California State University-Chico","95929",468.34051469798999,1015,52,-47,"University of California-Davis","95616",394.14879461198996,1195,79,-20,"Solano Community College","94534",389.91042172499999,"Nonsel","Nonsel",-49,"No","University of California-Los Angeles",5.1648373312799993,-10,".",368.73347019860995,".","California State University-Chico",468.34051469798999,-47,".",394.14879461198996,".",".",389.91042172499999,".","University of California-Los Angeles",5.1648373312799993,-10,4,"Location and tuition fee","No","Somewhat agree","Strongly disagree","Somewhat agree","Somewhat agree",".","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","My boyfriend ","Strong influence","Minimal influence","Moderate influence",".",".","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","Yes","No","Yes","No","No","Slightly important","Yes","Yes","Solano community college",".",".","."]
["67.48.24.19",41297.506006944444,38.784301757812003,-94.545700073242003,"SAT",1500,99,"Mostly A's","Female",5,9,1992,"No","White (including Middle Eastern)","No",".",1,1,0,"Yes","No","Yes",".","No",2011,"64112",5,"Dartmouth College","03755",1402.3459197498298,1455,98,-1,"Rhode Island School Of Design","02903",1374.0946572252899,1235,84,-15,"Smith College","01063",1359.0177066711299,1335,92,-7,"Yale University","06520",1274.3322699284099,1500,99,0,"University Of Missouri-Kansas City","64110",1.491290856,1110,67,-32,"No","Dartmouth College",1402.3459197498298,-1,"Rhode Island School Of Design",1374.0946572252899,-15,"Smith College",1359.0177066711299,-7,"Yale University",1274.3322699284099,0,"University Of Missouri-Kansas City",1.491290856,-32,"Smith College",1359.0177066711299,-7,2,"In the end I wanted to go to a woman-only college. I thought that environment would be best for me.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["149.149.2.105",41303.417673611111,36.141799926757997,-85.454803466797003,"SAT",1300,89,"Mostly A's","Male",6,18,1996,"No","White (including Middle Eastern)","Yes",10,0,1,0,"No","No","Yes",".","No",2014,"38501",6,"Vanderbilt University","37240",85.110454636679989,1490,99,10,"The University of Tennessee-Knoxville","37996",110.94769008806999,1165,76,-13,"Belmont University",".",".",1170,76,-13,"Tennessee Technological University","38505",6.6579923008499993,1085,64,-25,"Middle Tennessee State University","37132",69.94526937354,1025,54,-35,"No",".",85.110454636679989,".",".",110.94769008806999,".",".",".",".","Tennessee Technological University",6.6579923008499993,-25,".",69.94526937354,".","Tennessee Technological University",6.6579923008499993,-25,3,"If they have a strong Engineering Programs","No","Strongly disagree","Strongly agree","Neither agree nor disagree","Strongly disagree","My family's financial situation.",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Not at all important","1-3 hours drive","Yes","Yes","Yes","Yes","No","Yes","Extremely important","Yes","No",".",".",".","."]
["73.10.239.35",41298.513078703705,39.624694824218999,-74.204200744629006,"SAT",1340,92,"Half A's and half B's","Male",2,4,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",4,1,1,0,"No","No","Yes",".","No",2012,"08005",5,"Rutgers University-New Brunswick","08901",62.426677974539999,1210,81,-11,"The College Of New Jersey","08628",50.828163341999996,1235,84,-8,"Princeton University","08544",56.090555950109994,1505,99,7,"Ocean County College","08754",17.55808571583,"Nonsel","Nonsel",-42,"Stockton University","08205",26.538142153709998,1075,62,-30,"No","Rutgers University-New Brunswick",62.426677974539999,-11,".",50.828163341999996,".",".",56.090555950109994,".","Ocean County College",17.55808571583,-42,"Stockton University",26.538142153709998,-30,"Rutgers University-New Brunswick",62.426677974539999,-11,5,"The most important factor was the price of the school.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Strong influence","Moderate influence","Strong influence","Strong influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["50.159.21.206",41298.51158564815,47.843505859375,-122.19570159912,"SAT",1290,89,"Half A's and half B's","Male",11,10,1994,"No","White (including Middle Eastern)","Yes",5,1,1,0,"Yes","No","No","No","Yes",2013,"98087",6,"University of Washington-Seattle Campus","98195",16.680088224359999,1230,83,-6,"Oglethorpe University","30319",2647.1475238734897,1135,71,-18,"Gonzaga University","99258",294.35533875560998,1190,78,-11,"Oregon State University","97331",277.24091206943996,1100,65,-24,"Western Washington University","98225",71.825538594479994,1105,67,-22,"No",".",16.680088224359999,".","Oglethorpe University",2647.1475238734897,-18,"Gonzaga University",294.35533875560998,-11,".",277.24091206943996,".",".",71.825538594479994,".","Oglethorpe University",2647.1475238734897,-18,4,"Most important to me were the facilities offered (gem,student center etc.) Then second,I considered dorm spaces, and then finally looked at the other people walking around to try and quickly judge if I could fit in with them!","No","Somewhat disagree","Strongly agree","Strongly disagree","Somewhat disagree","I just simply didn't have the thought that I should have attended one. I never really meant to.",".",".",".",".",".","Minimal influence","No influence","Strong influence","Minimal influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Extremely important","No","Yes","Shoreline Community College ",".",".","."]
["75.161.157.84",41297.70888888889,45.002304077147997,-93.240798950195,"ACT",870,26,"Mostly A's","Female",1,1,1994,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2013,"55107",5,"St Catherine University","55105",6.3007038665999993,1070,61,35,"Augsburg College","55454",10.0599995661,1099,65,39,"Ripon College","54971",255.05050413215997,1155,74,48,"Hamline University","55104",5.7601109312999998,1110,67,41,"University of St Thomas","77006",1183.9445097750599,1105,67,41,"No","St Catherine University",6.3007038665999993,35,"Augsburg College",10.0599995661,39,"Ripon College",255.05050413215997,48,"Hamline University",5.7601109312999998,41,".",1183.9445097750599,".","St Catherine University",6.3007038665999993,35,3,"Amount of Financial Aid/ scholarships/ grants \nResponsiveness to answering my questions or concerns. ","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree","No","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree","No","Strong influence","No influence","No influence","No influence","Minimal influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["24.205.146.27",41297.701157407406,34.051406860352003,-118.14559936523,"SAT",1400,96,"Mostly A's","Male",9,26,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",12,1,1,0,"No","No","Yes",".","No",2012,"92507",7,"University of California-Berkeley","94720",428.32607417556,1355,94,-2,"University of California-Irvine","92697",46.29339639738,1130,70,-26,"University of California-Los Angeles","90095",72.52395981203999,1300,89,-7,"University of California-Riverside","92521",1.01718463803,1090,64,-32,"Loyola Marymount University","90045",74.127718853429997,1190,78,-18,"Yes",".",428.32607417556,".","University of California-Irvine",46.29339639738,-26,".",72.52395981203999,".","University of California-Riverside",1.01718463803,-32,"Loyola Marymount University",74.127718853429997,-18,"University of California-Riverside",1.01718463803,-32,3,"Location, tuition cost, major requirements.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Very strong influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["137.52.1.12",41303.318576388891,26.069793701171999,-80.222297668457003,"SAT",1200,79,"Mostly A's","Male",5,25,1998,"Yes","White (including Middle Eastern)","No",".",0,1,0,"Yes","Yes","Yes",".","No",2012,"33314",5,"Columbia University in the City of New York","10027",1266.8310769227298,1480,98,19,"George Washington University","20052",1028.75208410304,1295,89,10,"Nova Southeastern University","33314",0,1070,61,-18,"University Of Miami","33146",28.735310681549997,1325,92,13,"Florida State University","32306",459.67114385510996,1195,79,0,"No",".",1266.8310769227298,".",".",1028.75208410304,".",".",0,".","University Of Miami",28.735310681549997,13,"Florida State University",459.67114385510996,0,"University Of Miami",28.735310681549997,13,2,"atmosphere and close to home","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Very strong influence","Very strong influence","Minimal influence","Minimal influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","No","No",".",".",".","."]
["47.41.135.49",41300.771261574075,43.074996948242003,-89.459297180175994,"SAT",1480,98,"Mostly A's","Male",3,30,1995,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",1,1,0,"Yes","Yes","No","Yes","No",2013,"92841",20,"Johns Hopkins University","21218",2646.7796721290097,1415,96,-2,"University of California-Berkeley","94720",399.93065353493995,1355,94,-4,"University of California-Los Angeles","90095",42.511731335039997,1300,89,-9,"University of California-Irvine","92697",16.813683030209997,1130,70,-28,"University of California-San Diego","92093",86.663882611679995,1280,88,-10,"No","Johns Hopkins University",2646.7796721290097,-2,"University of California-Berkeley",399.93065353493995,-4,"University of California-Los Angeles",42.511731335039997,-9,"University of California-Irvine",16.813683030209997,-28,"University of California-San Diego",86.663882611679995,-10,"Johns Hopkins University",2646.7796721290097,-2,1,"financial aid, availability of desired major, research prospects, prestige, and met with alumni at local gathering","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["159.45.129.14",41304.397164351853,35.227096557617003,-80.843101501465,"Both",1320,91,"Half A's and half B's","Male",1,28,1992,"No","White (including Middle Eastern)","No",".",0,1,0,"No","Yes","No","Yes","No",2010,"28201",5,"Appalachian State University","28608",95.365564756439994,1150,73,-18,"North Carolina State University at Raleigh","27695",166.71016204986,1225,83,-8,"University of South Carolina-Columbia","29208",92.756427129629998,1195,79,-12,"College Of Charleston","29424",208.12268774978997,1165,76,-15,"University of North Carolina at Chapel Hill","27599",141.22586543438999,1305,90,-1,"No","Appalachian State University",".",-18,"North Carolina State University at Raleigh",166.71016204986,-8,"University of South Carolina-Columbia",92.756427129629998,-12,"College Of Charleston",208.12268774978997,-15,".",141.22586543438999,".","University of South Carolina-Columbia",92.756427129629998,-12,2,"Location and Campus Life","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Moderate influence",".","Live on/near campus","Slightly important","1-3 hours drive","Unsure","Yes","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["23.243.170.69",41300.32199074074,33.921600341797003,-118.24530029297,"SAT",1300,89,"Mostly A's","Male",3,22,1995,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2013,"90002",10,"University of California-Los Angeles","90095",21.47520969759,1300,89,0,"University of California-Berkeley","94720",387.38454783764996,1355,94,5,"University of California-San Diego","92093",108.62873280698999,1280,88,-1,"University of California-Riverside","92521",63.133177017569999,1090,64,-25,"University Of Southern California","90089",7.3222381029599992,1380,95,6,"No","University of California-Los Angeles",21.47520969759,0,".",387.38454783764996,".","University of California-San Diego",108.62873280698999,-1,"University of California-Riverside",63.133177017569999,-25,".",7.3222381029599992,".","University of California-Los Angeles",21.47520969759,0,3,"Getting the best scholarship.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","No influence","Minimal influence","No influence","Commute","Extremely important","3+ hours drive","Yes","Yes","No","Yes","No","No","Extremely important","Yes","No",".",".",".","."]
["73.12.28.190",41300.764479166668,38.098007202147997,-78.396598815917997,"ACT",1510,99,"Half A's and half B's","Female",4,16,1993,"No","Asian (including Indian subcontinent and Philippines),White (including Middle Eastern)","Yes",4,1,1,0,"Yes","Yes","No","Yes","No",2011,"90814",15,"Brown University","02912",2979.0293329067699,1435,97,-2,"Wesleyan University","06459",2894.7303890442299,1390,95,-4,"Stanford University","94305",382.49373520115995,1475,98,-1,"Bowdoin College","04011",3117.1955666015997,1435,97,-2,"Washington And Lee University","24450",2498.9635438534797,1385,95,-4,"No",".",2979.0293329067699,".","Wesleyan University",2894.7303890442299,-4,".",382.49373520115995,".",".",3117.1955666015997,".","Washington And Lee University",2498.9635438534797,-4,"Washington And Lee University",2498.9635438534797,-4,4,"Financial aid package--I needed to graduate with as little debt as possible.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Very strong influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["107.77.209.184",41303.470833333333,41.848297119141002,-87.651702880859006,"ACT",1340,92,"Half A's and half B's","Male",8,4,1995,"Yes","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","Yes",".","No",2013,"60068",5,"University Of Chicago","60637",23.786710524389999,1515,99,7,"Northwestern University","60208",11.511522665939999,1470,98,6,"Depaul University","60604",16.399228446479999,1155,74,-18,"University of Illinois at Urbana-Champaign","61820",149.95799476745998,1355,94,2,"Brown University","02912",994.54622146472991,1435,97,5,"No","University Of Chicago",23.786710524389999,7,"Northwestern University",11.511522665939999,6,"Depaul University",16.399228446479999,-18,"University of Illinois at Urbana-Champaign",149.95799476745998,2,".",994.54622146472991,".","University Of Chicago",23.786710524389999,7,2,"I'm first in family to go to college - everything was brand new to me and my mother (who is from South America).  In the end, my mother chose the university of Chicago because of its prestige.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence","No influence","Commute","Very important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","No","Slightly important","Yes","No",".",".",".","."]
["104.33.73.41",41298.296435185184,34.125,-118.04959869385,"Both",1550,99,"Mostly A's","Male",7,3,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",7,1,1,0,"Yes","Yes","Yes",".","No",2012,"91007",10,"University of California-Los Angeles","90095",32.38710916518,1300,89,-10,"Princeton University","08544",2727.1695698352596,1505,99,0,"Harvard University","02138",2966.1706775009097,1505,99,0,"California Institute Of Technology","91125",5.6439145187699999,1545,99,0,"Columbia University in the City of New York","10027",2780.5764236157597,1480,98,-1,"Yes","University of California-Los Angeles",32.38710916518,-10,".",2727.1695698352596,".","Harvard University",2966.1706775009097,0,".",5.6439145187699999,".","Columbia University in the City of New York",2780.5764236157597,-1,"Harvard University",2966.1706775009097,0,5,"Prestige, Major","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["71.176.25.220",41301.381423611114,36.863494873047003,-76.262298583984006,"SAT",1450,97,"Mostly A's","Female",2,3,1993,"No","White (including Middle Eastern)","Yes",9,1,1,0,"No","Unsure","No","Yes","Yes",2011,"23707",4,"George Mason University","22030",188.34009317375998,1150,73,-24,"James Madison University","22807",223.38604966094999,1150,73,-24,"Longwood University","23909",139.58793097755,1005,50,-47,"Old Dominion University","23529",5.1778861262699998,1030,54,-43,".",".",".",".",".",".","No","George Mason University",188.34009317375998,-24,"James Madison University",223.38604966094999,-24,"Longwood University",139.58793097755,-47,"Old Dominion University",5.1778861262699998,-43,".",".",".","George Mason University",188.34009317375998,-24,1,"Cost, I knew I wouldn't be able to afford out-of-state tuition because I was only granted one small scholarship. ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Not at all important","3+ hours drive","Yes","No","No",".",".",".","Very important","Yes","Yes","Old Dominion University",".",".","."]
["73.77.248.16",41297.719907407409,29.707794189453001,-95.473701477050994,"Both",1320,91,"Half A's and half B's","Female",11,7,1994,"No","Black or African American (including Africa and Caribbean)","Yes",10,0,1,0,"Yes","Yes","No","Yes","No",2013,"77099",4,"University Of Houston","77204",19.01147292924,1140,71,-20,"Rice University","77005",13.545270570809999,1460,98,7,"Texas Southern University","77004",17.327557004339997,835,22,-69,"Houston Baptist University","77074",5.3605692561299998,1065,61,-30,".",".",".",".",".",".","No",".",19.01147292924,".",".",13.545270570809999,".","Texas Southern University",17.327557004339997,-69,".",5.3605692561299998,".",".",".",".","Texas Southern University",17.327557004339997,-69,2,"I wanted to go to a school were the people seemed welcoming and there wasn't so much pressure put on everyone.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Minimal influence","Minimal influence","Minimal influence","Commute","Moderately important","1-3 hours drive","No","Unsure","Unsure","Unsure","Unsure","Unsure","Very important","No","Yes",".",".",".","."]
["98.243.136.146",41298.400127314817,42.272994995117003,-83.599403381347997,"ACT",1260,86,"Half B's and half C's","Male",5,25,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",1,1,0,"No","No","No","No","No",2010,"48457",5,"Eastern Michigan University","48197",82.247176193160001,1020,52,-34,"University of Michigan-Ann Arbor","48109",72.487920283019989,1380,95,9,"Kettering University","48504",14.485405181279999,1160,74,-12,"Baker College","48507",22.1021732283,1070,61,-25,".",".",".",".",".",".","No","Eastern Michigan University",82.247176193160001,-34,".",72.487920283019989,".",".",14.485405181279999,".","Baker College",22.1021732283,-25,".",".",".","Eastern Michigan University",82.247176193160001,-34,5,"Programs and housing.","No","Somewhat disagree","Somewhat agree","Strongly agree","Strongly disagree",".","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat disagree",".","No influence","No influence","No influence","Strong influence","No influence","Live on/near campus","Slightly important","1-3 hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["68.77.41.199",41297.543981481482,33.710006713867003,-117.94779968262,"SAT",1380,95,"Mostly B's","Male",12,29,1994,"No","Asian (including Indian subcontinent and Philippines)","Yes",11,0,1,0,"No","No","Yes",".","No",2013,"92683",4,"California State University-Fullerton","92831",16.848479816849999,1025,54,-41,"California State University-Long Beach","90840",9.3758698859099994,1020,52,-43,"San Francisco State University","94132",419.72505416357996,995,49,-46,"San Diego State University","92182",96.408225613260001,1090,64,-31,".",".",".",".",".",".","No","California State University-Fullerton",16.848479816849999,-41,"California State University-Long Beach",9.3758698859099994,-43,"San Francisco State University",419.72505416357996,-46,"San Diego State University",96.408225613260001,-31,".",".",".","California State University-Long Beach",9.3758698859099994,-43,3,"Affordability and good programs","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree","no","Strongly agree","Somewhat agree","Somewhat disagree","Strongly disagree","no","Strong influence","Strong influence","Strong influence","Moderate influence",".","Commute","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["184.157.41.227",41303.366550925923,38.889602661132997,-92.223602294922003,"ACT",1220,82,"Mostly A's","Female",2,1,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"Yes","No","No","Yes","No",2009,"65203",4,"University of Missouri-Columbia","65211",2.5401654247200001,1165,76,-6,"Washington University in St Louis","63130",121.70611087172999,1485,99,17,"Saint Louis University","63103",125.50579569857999,1200,79,-3,"University of Illinois at Chicago","60607",413.83445528237996,1120,69,-13,".",".",".",".",".",".","Yes","University of Missouri-Columbia",2.5401654247200001,-6,".",121.70611087172999,".","Saint Louis University",125.50579569857999,-3,"University of Illinois at Chicago",413.83445528237996,-13,".",".",".","University of Missouri-Columbia",2.5401654247200001,-6,5,"Cost was the only factor I considered. ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Moderate influence",".","Commute","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Unsure","Extremely important","Yes","Yes",".",".",".","."]
["75.179.6.0",41297.596736111111,42.107498168945,-79.953598022460994,"SAT",1240,84,"Half A's and half B's","Male",5,4,1992,"No","White (including Middle Eastern)","No",".",1,1,0,"No","No","No","Yes","No",2010,"16335",4,"Mercyhurst University","16546",43.254891278279999,1050,57,-27,"Temple University","19122",369.12741953307,1120,69,-15,"Tiffin University","44883",209.22251475608999,961.5,42,-42,"Drexel University","19104",366.29707376261996,1190,78,-6,".",".",".",".",".",".","No","Mercyhurst University",43.254891278279999,-27,".",369.12741953307,".",".",209.22251475608999,".",".",366.29707376261996,".",".",".",".","Mercyhurst University",43.254891278279999,-27,2,"Major, money, closeness to home","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Moderate influence","Strong influence","Minimal influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["67.174.162.242",41303.394537037035,31.995101928711001,-81.272300720215,"SAT",1100,65,"Mostly A's","Male",1,5,1992,"No","White (including Middle Eastern)","Yes",4,1,1,0,"Yes","Yes","Yes",".","Yes",2010,"29501",4,"Francis Marion University","29506",17.243671893689999,945,40,-25,"Coker College","29550",27.86601238674,960,42,-23,"University of Southern California","90089",2465.7636811717798,1380,95,30,"Clemson University","29634",204.91144143986998,1245,85,20,".",".",".",".",".",".","Yes","Francis Marion University",17.243671893689999,-25,".",27.86601238674,".",".",2465.7636811717798,".",".",204.91144143986998,".",".",".",".","Francis Marion University",17.243671893689999,-25,4,"Tuition","No","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Strong influence","Moderate influence","Moderate influence","Moderate influence","Minimal influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","Yes","Extremely important","Yes","No","Providence College",".",".","."]
["108.219.72.192",41296.452685185184,26.145095825195,-98.119697570800994,"SAT",1200,79,"Half A's and half B's","Male",2,10,1993,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2016,"78570",3,"The University of Texas Rio Grande Valley","78539",25.40227561839,950,40,-39,"The University of Texas Rio Grande Valley","78539",25.40227561839,950,40,-39,"The University of Texas at Brownsville","78520",31.511597158469996,905,33,-46,".",".",".",".",".",".",".",".",".",".",".",".","No",".",25.40227561839,".","The University of Texas Rio Grande Valley",25.40227561839,-39,".",31.511597158469996,".",".",".",".",".",".",".","The University of Texas Rio Grande Valley",25.40227561839,-39,2,"How close to home and the courses taught.","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree",".","Strongly agree","Strongly agree","Strongly disagree","Strongly agree",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["100.14.122.216",41296.555868055555,39.923904418945,-75.620300292969006,"ACT",1260,86,"Half C's and half D's","Male",8,8,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","Yes","Yes",".","Yes",2011,"19382",3,"Delaware County Community College","19063",15.011706579209999,"Nonsel","Nonsel",-36,"University of Colorado Boulder","80309",1726.7594684505,1170,76,-10,"University of Alaska Anchorage","99508",4307.20279507749,1010,50,-36,".",".",".",".",".",".",".",".",".",".",".",".","No","Delaware County Community College",15.011706579209999,-36,".",1726.7594684505,".",".",4307.20279507749,".",".",".",".",".",".",".","Delaware County Community College",15.011706579209999,-36,1,"Whoever was cheapest ","No","Strongly disagree","Strongly agree","Somewhat agree","Somewhat disagree","Bad grades in high school, no money ","Somewhat disagree","Somewhat agree","Strongly disagree","Strongly disagree",".","Minimal influence","Very strong influence","Minimal influence","Moderate influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","Unsure","Yes","Yes","No","Extremely important","No","Yes","Montgomery County Community College ",".",".","."]
["45.36.210.31",41303.30978009259,36.204803466797003,-79.673400878905994,"SAT",1150,73,"Half A's and half B's","Female",11,22,1993,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",0,1,0,"Yes","No","No","Yes","Yes",2012,"27407",3,"Howard University","20059",317.02420250918999,1075,62,-11,"North Carolina A & T State University","27411",9.9841922809199986,900,31,-42,"University of North Carolina at Greensboro","27402",10.69317680871,1025,54,-19,".",".",".",".",".",".",".",".",".",".",".",".","No","Howard University",317.02420250918999,-11,"North Carolina A & T State University",9.9841922809199986,-42,"University of North Carolina at Greensboro",10.69317680871,-19,".",".",".",".",".",".","Howard University",317.02420250918999,-11,3,"I wanted to attend a college that had a strong Biology/Pre-Med program.  I was also more interested in attending an Historically Black College or University (HBCU), as the racial makeup would be a complete 180 from my K-12 experience.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Strong influence","Moderate influence","No influence","Very strong influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","No","Yes","No","No","Extremely important","Yes","No","University of North Carolina at Greensboro",".",".","."]
["24.3.93.23",41301.381967592592,40.406402587891002,-80.187599182129006,"SAT",800,17,"Half B's and half C's","Male",9,7,1994,"No","White (including Middle Eastern)","Yes",6,0,1,0,"No","Yes","No","Yes","No",2012,"15227",3,"University of Pittsburgh-Pittsburgh Campus","15260",6.53931040356,1255,86,69,"Pennsylvania State University-Main Campus","16802",141.01149237383999,1195,79,62,"Robert Morris University","15108",18.703272818999999,1040,56,39,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Pittsburgh-Pittsburgh Campus",6.53931040356,69,".",141.01149237383999,".",".",18.703272818999999,".",".",".",".",".",".",".","University of Pittsburgh-Pittsburgh Campus",6.53931040356,69,1,"quality of education ","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Somewhat agree","no","Strong influence","Moderate influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","Yes","No",".",".",".","."]
["104.2.10.117",41303.305787037039,40.114395141602003,-88.281303405762003,"ACT",1220,82,"Mostly A's","Male",12,19,1993,"No","White (including Middle Eastern)","No",".",2,1,0,"Yes","No","No","Yes","No",2012,"61856",3,"University of Illinois at Urbana-Champaign","61820",22.988869916429998,1355,94,12,"Northwestern University","60208",174.28405548476999,1470,98,16,"Southern Illinois University-Carbondale","62901",205.00402574717998,1065,61,-21,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Illinois at Urbana-Champaign",22.988869916429998,12,"Northwestern University",174.28405548476999,16,"Southern Illinois University-Carbondale",205.00402574717998,-21,".",".",".",".",".",".","Southern Illinois University-Carbondale",205.00402574717998,-21,2,"Distance from home, I wanted to be far a way.  Scholarships available","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Strong influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Extremely important","3+ hours drive","Yes","No","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["73.110.38.8",41303.445081018515,41.710494995117003,-87.564498901367003,"Both",1350,93,"Half B's and half C's","Male",4,24,1996,"No","Black or African American (including Africa and Caribbean)","Yes",12,0,1,0,"Yes","Unsure","Yes",".","No",2014,"60649",4,"Columbia University in the City of New York","10027",784.82785249901997,1480,98,5,"DePaul University","60604",9.6530014366499994,1155,74,-19,"Roosevelt University","60605",9.3143541380999988,1070,61,-32,".",".",".",".",".",".",".",".",".",".",".",".","No","Columbia University in the City of New York",784.82785249901997,5,".",9.6530014366499994,".",".",9.3143541380999988,".",".",".",".",".",".",".","Columbia University in the City of New York",784.82785249901997,5,3,"what suits my interest ","No","Somewhat agree","Somewhat agree","Somewhat agree","Strongly agree","im lazy and dont want to work super hard doing school work ","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat agree",".","No influence","No influence","Moderate influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","Yes","Yes","Yes","Yes","No","Moderately important","Yes","No",".",".",".","."]
["68.68.96.217",41296.469780092593,37.33869934082,-121.89140319824,"Both",1300,89,"Half A's and half B's","Female",7,13,1993,"No","White (including Middle Eastern)","Yes",4,0,1,0,"No","No","Yes",".","No",2013,"68108",3,"Bellevue University","68005",6.6679342398899992,"Nonsel","Nonsel",-39,".",".",".",".",".",".","University of Nebraska at Omaha","68182",8.3561997631199993,1070,61,-28,".",".",".",".",".",".",".",".",".",".",".",".","Yes","Bellevue University",6.6679342398899992,-39,".",".",".","University of Nebraska at Omaha",8.3561997631199993,-28,".",".",".",".",".",".","Bellevue University",6.6679342398899992,-39,5,"Reputation","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Strong influence","Strong influence","Very strong influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","Yes","No","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["73.202.36.136",41303.434201388889,37.54020690918,-122.30410003662,"SAT",1450,97,"Half A's and half B's","Male",1,14,1994,"No","Native Hawaiian or Other Pacific Islander (Original Peoples)","Yes","13 (always eligible)",2,1,0,"No","No","Yes",".","Yes",2013,"98801",3,"University of Washington-Seattle Campus","98195",156.02692718019,1230,83,-14,"University Of Puget Sound","98416",170.40732063035998,1225,83,-14,"Western Washington University","98225",188.85893811740999,1105,67,-30,".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",156.02692718019,".","University Of Puget Sound",170.40732063035998,-14,".",188.85893811740999,".",".",".",".",".",".",".","University Of Puget Sound",170.40732063035998,-14,3,"Willingness to pay for my scholarship.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Moderate influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","No","Yes","Tacoma Community College","Wenatchee Valley College",".","."]
["72.189.101.238",41300.436412037037,28.491302490233998,-81.409698486327997,"SAT",1400,96,"Mostly C's","Female",9,19,1991,"No","White (including Middle Eastern)","Yes",5,1,1,0,"No","No","No","Yes","Yes",2010,"08807",3,"Montclair State University","07043",39.056907518639996,970,43,-53,"Rowan University","08028",90.659299363380001,1120,69,-27,"New Jersey Institute Of Technology","07102",33.262621171889997,1140,71,-25,".",".",".",".",".",".",".",".",".",".",".",".","No","Montclair State University",39.056907518639996,-53,"Rowan University",90.659299363380001,-27,"New Jersey Institute Of Technology",33.262621171889997,-25,".",".",".",".",".",".","Rowan University",90.659299363380001,-27,3,"Financial aid and disability accommodations","No","Somewhat disagree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Strong influence","Moderate influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes","Raritan Valley Community College",".",".","."]
["65.78.73.72",41303.785810185182,40.690994262695,-75.279296875,"SAT",1520,99,"Mostly A's","Male",12,31,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","No","Yes","No",2012,"18017",3,"Lehigh University","18015",5.9316093797399994,1315,91,-8,"Moravian College","18018",2.8011413245199996,1055,59,-40,"Drexel University","19104",66.510329435220001,1190,78,-21,".",".",".",".",".",".",".",".",".",".",".",".","No","Lehigh University",5.9316093797399994,-8,"Moravian College",2.8011413245199996,-40,"Drexel University",66.510329435220001,-21,".",".",".",".",".",".","Lehigh University",5.9316093797399994,-8,2,"Distance from home and price.","No","Somewhat disagree","Strongly agree","Somewhat agree","Strongly disagree",".","Strongly disagree","Somewhat agree","Strongly disagree","Strongly disagree",".","No influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["174.79.243.232",41303.395787037036,32.736801147461001,-117.12770080566,"Both",1350,93,"Mostly B's","Male",9,25,1997,"No","Asian (including Indian subcontinent and Philippines)","Yes","13 (always eligible)",1,1,0,"No","Yes","Yes",".","No",2016,"95757",3,"University of the Pacific","95211",31.750825066619999,1175,77,-16,"University of Rochester","14627",2650.0636188681597,1350,93,0,"Depauw University","46135",2132.7180438996297,1200,79,-14,".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of the Pacific",31.750825066619999,-16,".",2650.0636188681597,".",".",2132.7180438996297,".",".",".",".",".",".",".","University of the Pacific",31.750825066619999,-16,1,"Price, Environment, and Compatibility were some important factors in making my decision.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","Strong influence","Moderate influence","Commute","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["129.107.50.140",41300.299664351849,32.771392822266002,-97.291496276855,"Both",1500,99,"Mostly A's","Male",1,1,1992,"Yes","White (including Middle Eastern)","No",".",1,1,0,"Yes","Yes","Yes",".","Yes",2013,"76118",3,"University Of North Texas","76203",41.0415670995,1105,67,-32,"The University of Texas at Arlington","76013",7.6298168420099994,1080,62,-37,"The University of Texas at Austin","78712",197.24247821288998,1260,86,-13,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of North Texas",41.0415670995,-32,"The University of Texas at Arlington",7.6298168420099994,-37,".",197.24247821288998,".",".",".",".",".",".",".","The University of Texas at Arlington",7.6298168420099994,-37,2,"Quality. ","No","Strongly disagree","Strongly disagree","Neither agree nor disagree","Somewhat agree","I am broke. ",".",".",".",".",".","Minimal influence","No influence","No influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Unsure","No","Yes","No","Yes","Very important","Yes","Yes","University of North Texas",".",".","."]
["140.163.254.156",41303.396354166667,40.77619934082,-73.954803466797003,"Both",1300,89,"Half A's and half B's","Female",5,26,1996,"No","Asian (including Indian subcontinent and Philippines)","No",".",1,1,0,"No","No","Yes",".","No",2013,"11373",3,"CUNY Queens College","11367",4.3819096318800002,1100,65,-24,"Stony Brook University","11794",48.902534024189997,1250,85,-4,"Columbia University in the City of New York","10027",11.93840467347,1480,98,9,".",".",".",".",".",".",".",".",".",".",".",".","Yes","CUNY Queens College",4.3819096318800002,-24,".",48.902534024189997,".",".",11.93840467347,".",".",".",".",".",".",".","CUNY Queens College",4.3819096318800002,-24,3,"campus size, major options, meal plans, accessibility","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat agree","NA","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","NA","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Moderately important","Yes","Yes",".",".",".","."]
["12.68.19.206",41300.312881944446,39.745300292968999,-81.105400085449006,"ACT",1460,98,"Mostly A's","Female",4,29,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"Yes","Yes","Yes",".","Yes",2013,"43793",2,"Ohio University-Eastern Campus","43950",43.567440986849995,"Nonsel","Nonsel",-48,"Muskingum University","43762",57.367473745559998,940,38,-60,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio University-Eastern Campus",43.567440986849995,-48,"Muskingum University",57.367473745559998,-60,".",".",".",".",".",".",".",".",".","Muskingum University",57.367473745559998,-60,2,"Scholarships and grants.","No","Neither agree nor disagree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Somewhat agree","Strongly disagree","Somewhat agree",".","Moderate influence","No influence","Moderate influence","Strong influence","No influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes","Belmont College",".",".","."]
["138.123.188.48",41298.380960648145,39.181701660156001,-75.597099304199006,"SAT",1300,89,"Half B's and half C's","Male",7,9,1993,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",1,1,0,"No","No","Yes",".","Yes",2013,"19713",2,"Delaware Technical Community College-Central Office","19901",50.286327664319998,"Nonsel","Nonsel",-39,"Wilmington University","19720",11.871296584949999,970,43,-46,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Delaware Technical Community College-Central Office",50.286327664319998,-39,"Wilmington University",11.871296584949999,-46,".",".",".",".",".",".",".",".",".","Delaware Technical Community College-Central Office",50.286327664319998,-39,1,"The most important factor was the commute time and cost per credit.","No","Strongly disagree","Strongly agree","Strongly agree","Somewhat disagree","I joined the US Army right out of high school so I didn't put any thought into college until I was close to being done my training.","Strongly agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","Family was my main concern.","Very strong influence","No influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Unsure","Yes","Yes","No","No","Extremely important","Yes","Yes","Wilmington University",".",".","."]
["67.185.240.244",41303.821030092593,47.691497802733998,-117.38809967041,"SAT",1100,65,"Half B's and half C's","Female",11,1,1993,"No","White (including Middle Eastern)","Yes",9,1,1,0,"Yes","No","No","Yes","No",2012,"99208",2,"Eastern Washington University","99004",26.728281737849997,970,43,-22,"Washington State University","99164",86.387372432129993,1030,54,-11,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Eastern Washington University",26.728281737849997,-22,"Washington State University",86.387372432129993,-11,".",".",".",".",".",".",".",".",".","Eastern Washington University",26.728281737849997,-22,1,"I was most concerned with the strength of the programs I was interested in pursuing and the cost of attendance.","No","Strongly agree","Strongly agree","Strongly disagree","Somewhat disagree","Nothing that comes to mind. Cost was the biggest factor.",".",".",".",".",".","Strong influence","No influence","Minimal influence","No influence",".","Commute","Slightly important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Extremely important","No","Yes",".",".",".","."]
["70.162.227.150",41298.401273148149,33.507598876952997,-112.05829620361,"Both",1530,99,"Mostly A's","Female",8,28,1991,"No","White (including Middle Eastern)","No",".",0,1,0,"Yes","No","Yes",".","No",2009,"85032",2,"Arizona State University-Tempe","85287",22.321517258369997,1145,73,-26,"Northern Arizona University","86011",136.19151605300999,1050,57,-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Arizona State University-Tempe",22.321517258369997,-26,".",136.19151605300999,".",".",".",".",".",".",".",".",".",".","Arizona State University-Tempe",22.321517258369997,-26,1,"cost, quality of program","No","Strongly agree","Strongly agree","Somewhat disagree","Strongly disagree","it's mostly the cost and likelihood of admission",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["24.13.8.163",41300.797025462962,40.528198242187997,-88.980102539062003,"ACT",1220,82,"Mostly A's","Female",1,6,1992,"Yes","White (including Middle Eastern)","No",".",0,1,0,"No","No","No","Yes","No",2010,"62236",2,"Bradley University","61625",183.62388584165998,1140,71,-11,"The University of Tennessee-Chattanooga","37403",451.68528132122998,1060,59,-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Bradley University",183.62388584165998,-11,"The University of Tennessee-Chattanooga",451.68528132122998,-23,".",".",".",".",".",".",".",".",".","Bradley University",183.62388584165998,-11,4,"I wanted to live in an urban area that was not in the town I grew up, but that also wasn't too far from my family. I also wanted to attend a school with a good social work program with small class sizes. ","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree","I didn't like the image associated with people who attend elite schools (snobby, pretentious, etc.) ","Strongly agree","Neither agree nor disagree","Strongly disagree","Strongly agree",".","Strong influence","Strong influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","Yes","Yes","Yes","No","Very important","Yes","No",".",".",".","."]
["72.181.148.173",41299.433900462966,32.801895141602003,-96.788299560547003,"SAT",1400,96,"Half A's and half B's","Female",12,28,1992,"No","Asian (including Indian subcontinent and Philippines)","Yes",5,1,1,0,"No","No","Yes",".","Yes",2012,"76039",2,"University Of North Texas","76203",34.014480311789995,1105,67,-29,"The University of Texas at Arlington","76013",17.78426482899,1080,62,-34,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of North Texas",34.014480311789995,-29,"The University of Texas at Arlington",17.78426482899,-34,".",".",".",".",".",".",".",".",".","University Of North Texas",34.014480311789995,-29,1,"How far I could not be around my family but still be doable for me to attend","No","Strongly disagree","Strongly agree","Somewhat disagree","Strongly disagree","Nah, cost is the major reason",".",".",".",".",".","Strong influence","Strong influence","Minimal influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","Yes","Unsure","No","Yes","Yes","Yes","Extremely important","Yes","No","Community College",".",".","."]
["107.198.107.30",41301.406284722223,37.968505859375,-84.146003723145,"ACT",1070,61,"Half B's and half C's","Female",4,17,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","Unsure","No","Yes","No",2013,"40353",2,"Bluegrass Community And Technical College","40506",35.238581556089997,"Nonsel","Nonsel",-11,"University Of Kentucky","40506",35.238581556089997,1115,69,8,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Bluegrass Community And Technical College",35.238581556089997,-11,".",35.238581556089997,".",".",".",".",".",".",".",".",".",".","Bluegrass Community And Technical College",35.238581556089997,-11,2,"Price and availability of online only classes","No","Strongly agree","Strongly agree","Somewhat agree","Neither agree nor disagree","No","Strongly agree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","No","Moderate influence","Moderate influence","Moderate influence",".",".","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["73.0.20.244",41299.414837962962,26.113006591796999,-80.32559967041,"SAT",1360,94,"Half A's and half B's","Female",3,25,1992,"No","White (including Middle Eastern)","No",".",1,1,0,"Yes","No","No","Yes","No",2010,"33073",2,"Florida State University","32306",442.92084068627997,1195,79,-15,"University Of Central Florida","32816",191.34752973335998,1120,69,-25,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",442.92084068627997,".",".",191.34752973335998,".",".",".",".",".",".",".",".",".",".","Florida State University",".",".",2,"English program.","No","Somewhat disagree","Strongly agree","Strongly disagree","Strongly disagree",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["73.183.54.117",41300.324224537035,41.117202758788999,-78.686096191405994,"ACT",1110,67,"Half A's and half B's","Female",12,15,1991,"No","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","Yes",5,0,1,0,"No","No","No","No","Yes",2009,"73135",2,"Clarion University of Pennsylvania","16214",1160.92332855675,915,35,-32,"University of Oklahoma-Norman Campus","73019",15.55478499927,1155,74,7,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Clarion University of Pennsylvania",1160.92332855675,-32,".",15.55478499927,".",".",".",".",".",".",".",".",".",".","Clarion University of Pennsylvania",1160.92332855675,-32,1,"Price. Available degree programs.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Moderate influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","Pennsylvania State University-Main Campus",".",".","."]
["50.224.121.201",41301.38349537037,39.436996459961001,-76.781799316405994,"ACT",1150,73,"Half A's and half B's","Female",10,23,1995,"No","Black or African American (including Africa and Caribbean)","Yes",8,1,1,0,"No","No","Yes",".","No",2014,"21076",2,"Stevenson University","21153",26.129901281879999,995,49,-24,"Salisbury University","21801",105.58028574884999,1155,74,1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Stevenson University",26.129901281879999,-24,"Salisbury University",105.58028574884999,1,".",".",".",".",".",".",".",".",".","Stevenson University",26.129901281879999,-24,2,"Affordability, small class sizes and comfortably  ","No","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat agree",".",".",".",".",".",".","Very strong influence","No influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Slightly important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["96.58.1.204",41300.408865740741,28.235397338866999,-82.220001220702997,"Both",1200,79,"Half A's and half B's","Male",3,24,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2016,"33541",2,"Florida Atlantic University","33431",224.65737511568997,1045,57,-22,"University of South Florida-Main Campus","33620",18.782808331319998,1170,76,-3,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Florida Atlantic University",224.65737511568997,-22,"University of South Florida-Main Campus",18.782808331319998,-3,".",".",".",".",".",".",".",".",".","University of South Florida-Main Campus",18.782808331319998,-3,".","Close to home","No","Strongly agree","Strongly agree","Strongly agree","Somewhat agree","None that aren't already stated above. ","Neither agree nor disagree","Somewhat agree","Somewhat agree","Neither agree nor disagree","Nope","Strong influence","No influence","Moderate influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Unsure","No","Extremely important","Yes","Yes",".",".",".","."]
["205.176.94.125",41303.475891203707,28.588302612305,-81.243896484375,"Both",1350,93,"Half A's and half B's","Female",9,14,1993,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",1,1,0,"Yes","Unsure","Yes",".","Yes",2011,"32703",2,"Valencia College","32801",21.137183770229999,"Nonsel","Nonsel",-43,"University Of Central Florida","32816",36.524198548199998,1180,77,-16,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Valencia College",21.137183770229999,-43,"University Of Central Florida",36.524198548199998,-16,".",".",".",".",".",".",".",".",".","Valencia College",21.137183770229999,-43,4,"Price and distance from my house.","No","Strongly disagree","Strongly agree","Somewhat agree","Strongly disagree","Too far away. Did not want to deal with snobs.","Somewhat disagree","Strongly agree","Strongly disagree","Strongly agree","no","No influence","No influence","Moderate influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","University of Central Florida",".",".","."]
["107.223.157.50",41298.657199074078,32.239807128906001,-90.266098022460994,"Both",1200,79,"Half A's and half B's","Female",5,17,1992,"No","Black or African American (including Africa and Caribbean)","No",".",1,1,0,"No","No","No","Yes","Yes",2013,"38017",3,"University Of Memphis","38152",24.010404152789999,1055,59,-20,"Rhodes College","38112",28.544549726219998,1270,87,8,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Memphis",24.010404152789999,-20,"Rhodes College",28.544549726219998,8,".",".",".",".",".",".",".",".",".",".",".",".",1,"ATHLETIC PROGRAM , COST","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Not at all important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes","UNIVERSITY OF MEMPHIS","MISSISSIPPI COLLEGE",".","."]
["152.26.177.25",41300.326574074075,35.966598510742003,-79.041000366210994,"SAT",900,31,"Half B's and half C's","Female",7,13,1992,"No","White (including Middle Eastern)","Yes",3,1,1,0,"Yes","No","Yes",".","No",2011,"27410",2,"University Of North Carolina At Greensboro","27402",9.1875944153399995,1025,54,23,"University of North Carolina at Chapel Hill","27599",56.544156918809996,1305,90,59,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of North Carolina At Greensboro",9.1875944153399995,23,".",56.544156918809996,".",".",".",".",".",".",".",".",".",".","University Of North Carolina At Greensboro",9.1875944153399995,23,1,"education","No","Neither agree nor disagree","Neither agree nor disagree","Strongly agree","Somewhat agree","nope","Strongly agree","Strongly agree","Strongly agree","Strongly agree",".","Very strong influence","Strong influence","Very strong influence","Strong influence","Moderate influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["107.77.215.190",41298.658321759256,26.182907104491999,-80.22380065918,"SAT",1000,49,"Half A's and half B's","Male",5,15,1993,"Yes","Black or African American (including Africa and Caribbean)","Yes",12,0,1,0,"No","No","Yes",".","No",2014,"10467",2,"Columbia University in the City of New York","10027",9.8959575719399986,1480,98,49,"New York University","10012",15.754245151259999,1355,94,45,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",9.8959575719399986,".","New York University",15.754245151259999,45,".",".",".",".",".",".",".",".",".","New York University",15.754245151259999,45,3,"by tha  major offered and accredited ","No","Somewhat agree","Neither agree nor disagree","Strongly agree","Somewhat disagree","no","Somewhat agree","Strongly agree","Neither agree nor disagree","Strongly agree",".","Strong influence","Strong influence","Moderate influence","No influence","Minimal influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["69.133.150.155",41296.457546296297,34.987396240233998,-79.232002258300994,"Both",1050,57,"Half A's and half B's","Female",12,28,1994,"No","Black or African American (including Africa and Caribbean)","No",".",1,1,0,"No","No","No","Yes","No",2016,"28304",1,"Fayetteville State University","28301",8.24124609297,850,23,-34,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Fayetteville State University",8.24124609297,-34,".",".",".",".",".",".",".",".",".",".",".",".","Fayetteville State University",8.24124609297,-34,1,"Convenience to home. ","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","no","Strongly agree","Strongly agree","Strongly agree","Strongly agree","no","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["74.134.70.145",41298.744340277779,38.144195556641002,-85.693199157715,"Both",1300,89,"Mostly B's","Female",3,29,1992,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","No","Yes","No",2010,"90650",1,"California State University-Los Angeles","90032",16.524124055670001,880,28,-61,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","California State University-Los Angeles",16.524124055670001,-61,".",".",".",".",".",".",".",".",".",".",".",".","California State University-Los Angeles",16.524124055670001,-61,1,"The cost and the proximity to my home.","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat agree","No.",".",".",".",".",".","Very strong influence","Strong influence","No influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","No",".",".",".","."]
["97.94.245.51",41298.656678240739,44.121307373047003,-124.00230407715,"Both",1400,96,"Mostly A's","Male",1,28,1995,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"Yes","Yes","Yes",".","No",2014,"91306",1,"California State University-Northridge","91330",6.13169090292,920,35,-61,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","California State University-Northridge",6.13169090292,-61,".",".",".",".",".",".",".",".",".",".",".",".","California State University-Northridge",6.13169090292,-61,1,"local","No","Somewhat agree","Neither agree nor disagree","Strongly agree","Neither agree nor disagree","no","Neither agree nor disagree","Somewhat agree","Strongly disagree","Strongly agree",".","Minimal influence",".",".",".","Strong influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["74.137.51.79",41301.401550925926,38.308197021483998,-85.984199523925994,"Both",1200,79,"Mostly B's","Male",9,8,1992,"No","White (including Middle Eastern)","No",".",0,1,0,"No","Yes","No","Yes","No",2011,"47122",1,"Indiana University-Southeast","47150",8.9023850391299995,950,40,-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Indiana University-Southeast",8.9023850391299995,-39,".",".",".",".",".",".",".",".",".",".",".",".","Indiana University-Southeast",8.9023850391299995,-39,1,"Somewhere close to home that was affordable.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Somewhat disagree","Just location and cost.","Strongly agree","Strongly agree","Strongly agree","Strongly agree","I already had housing so I wanted a college within driving distance.","Moderate influence","Minimal influence","Minimal influence","No influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No",".",".",".","."]
["96.33.214.226",41301.391875000001,36.536499023437997,-82.469802856445,"Both",1210,81,"Half A's and half B's","Male",7,12,1995,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2013,"24277",1,"The University of Virginia's College at Wise","24293",39.286814858939998,955,42,-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Virginia's College at Wise",39.286814858939998,-39,".",".",".",".",".",".",".",".",".",".",".",".","The University of Virginia's College at Wise",39.286814858939998,-39,2,"a close location","No","Strongly agree","Strongly agree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Somewhat agree","Neither agree nor disagree","Somewhat disagree","no","Moderate influence","No influence","Minimal influence","Minimal influence",".","Commute","Extremely important","1-3 hours drive","Yes","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["173.190.93.253",41304.375567129631,37.988693237305,-84.487998962402003,"ACT",1260,86,"Half A's and half B's","Male",7,14,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","Yes","No","Yes","Yes",2008,"40351",1,"Morehead State University","40351",0,995,49,-37,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Morehead State University",0,-37,".",".",".",".",".",".",".",".",".",".",".",".","Morehead State University",0,-37,1,"Programs offered and distance from home","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","Did not feel the desire to","Somewhat agree","Somewhat agree","Somewhat disagree","Strongly disagree","To avoid rent and other expenses","Strong influence","Minimal influence","Strong influence","Strong influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No","Northern Kentucky University",".",".","."]
["173.17.163.97",41300.300578703704,30.269393920898001,-89.454803466797003,"ACT",1110,67,"Half A's and half B's","Female",10,18,1991,"No","American Indian or Alaska Native (including all Original Peoples of the Americas)","Yes","13 (always eligible)",1,1,0,"No","No","Yes",".","No",2010,"39571",1,"University Of Southern Mississippi","39406",76.241623641809994,1010,50,-17,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Southern Mississippi",76.241623641809994,-17,".",".",".",".",".",".",".",".",".",".",".",".","University Of Southern Mississippi",76.241623641809994,-17,4,"Staying home","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree",".","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["50.83.75.194",41299.432233796295,30.606094360351999,-87.858001708984006,"ACT",1460,98,"Mostly A's","Male",8,13,1997,"No","White (including Middle Eastern)","No",".",0,1,0,"No","Yes","Yes",".","No",2015,"36526",1,"The University of West Florida","32514",46.810377227459995,1025,54,-44,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","The University of West Florida",46.810377227459995,-44,".",".",".",".",".",".",".",".",".",".",".",".","The University of West Florida",46.810377227459995,-44,1,"it was close","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree"," ","Strongly agree","Strongly agree","Strongly agree","Strongly agree",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["35.24.24.71",41300.795613425929,46.628799438477003,-87.479598999022997,"ACT",1420,96,"Mostly A's","Male",12,21,1995,"No","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","Yes",".","Yes",2014,"49336",1,"Northern Michigan University","49855",366.30142336094997,1030,54,-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Northern Michigan University",366.30142336094997,-42,".",".",".",".",".",".",".",".",".",".",".",".","Northern Michigan University",366.30142336094997,-42,1,"Cost, and campus / location","No","Strongly disagree","Strongly agree","Strongly disagree","Strongly disagree","Think they tend to be snobby",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Very important","Yes","Yes","Grand Rapids Community College","Montcalm Community College",".","."]
["173.80.29.112",41298.319988425923,37.81640625,-81.232902526855,"Both",1400,96,"Mostly A's","Male",11,19,1994,"No","White (including Middle Eastern)","Yes",6,0,1,0,"Yes","Yes","Yes",".","No",2013,"25813",1,"West Virginia University","26506",185.45630948096999,1035,56,-40,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","West Virginia University",185.45630948096999,-40,".",".",".",".",".",".",".",".",".",".",".",".","West Virginia University",185.45630948096999,-40,1,"no","No","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree","no",".",".",".",".",".","Strong influence","Strong influence","Strong influence","Strong influence","Strong influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Unsure","Unsure","Unsure","Unsure","Unsure","Unsure","Moderately important","Yes","Yes",".",".",".","."]
["141.225.80.3",41300.327685185184,35.201705932617003,-89.971496582030994,"ACT",870,26,"Half B's and half C's","Female",7,3,1996,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","Yes",2014,"38107",2,"University Of Memphis","38152",7.0581553472099996,1055,59,33,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Memphis",7.0581553472099996,33,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",1,"courses offered and financial aid","No","Neither agree nor disagree","Strongly agree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Strongly disagree","no","Very strong influence","Very strong influence","Very strong influence","Very strong influence",".","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","Yes","Extremely important","Yes","Yes","Southwest",".",".","."]
["69.29.51.144",41297.546932870369,36.66960144043,-93.261497497559006,"ACT",1150,73,"Half A's and half B's","Male",1,24,1995,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","Yes",2013,"65807",1,"Missouri State University-Springfield","65897",4.5558935650799999,1085,64,-9,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Missouri State University-Springfield",4.5558935650799999,-9,".",".",".",".",".",".",".",".",".",".",".",".","Missouri State University-Springfield",4.5558935650799999,-9,2,"Location, Tuition, Fun things around","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","No","Somewhat agree","Strongly agree","Strongly agree","Strongly agree","No","Moderate influence","No influence","Strong influence","Minimal influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Very important","Yes","Yes","OTC","WGU",".","."]
["192.180.90.57",41299.852962962963,38.160903930663999,-85.785102844237997,"ACT",1260,86,"Half A's and half B's","Female",4,4,1992,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","Yes",2013,"40258",1,"University Of Louisville","40292",10.110330632489999,1085,64,-22,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Louisville",10.110330632489999,-22,".",".",".",".",".",".",".",".",".",".",".",".","University Of Louisville",10.110330632489999,-22,1,"location","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat agree","no","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","comfort zone","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Very important","Yes","Yes","Jefferson Community College",".",".","."]
["72.199.205.103",41303.317858796298,32.84049987793,-116.87969970703,"ACT",1460,98,"Mostly B's","Male",3,5,1991,"No","Black or African American (including Africa and Caribbean)","Yes","13 (always eligible)",0,1,0,"No","Unsure","No","No","No",2009,"92020",1,"San Diego State University","92182",8.2020997079999987,1090,64,-34,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","San Diego State University",8.2020997079999987,-34,".",".",".",".",".",".",".",".",".",".",".",".","San Diego State University",8.2020997079999987,-34,1,"location","No","Somewhat disagree","Neither agree nor disagree","Strongly agree","Somewhat disagree","no","Strongly agree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Extremely important","Yes","No",".",".",".","."]
["216.110.208.83",41299.50267361111,43.216506958007997,-123.34170532227,"SAT",800,17,"Half B's and half C's","Male",1,14,1994,"No","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","Yes",".","Yes",2014,"97404",1,"University of Oregon","97403",8.4674252061299988,1105,67,50,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Oregon",8.4674252061299988,50,".",".",".",".",".",".",".",".",".",".",".",".","University of Oregon",8.4674252061299988,50,1,"distance from home.","No","Strongly disagree","Strongly disagree","Strongly disagree","Neither agree nor disagree","cost",".",".",".",".",".","Minimal influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","Yes","oit",".",".","."]
["24.175.68.0",41296.77915509259,25.950897216796999,-97.325401306152003,"SAT",1200,79,"Mostly A's","Female",6,25,1992,"Yes","White (including Middle Eastern)","No",".",0,1,0,"Yes","Unsure","Yes",".","No",2014,"77001",1,"University Of Houston","77204",4.5043197563100001,1140,71,-8,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Houston",4.5043197563100001,-8,".",".",".",".",".",".",".",".",".",".",".",".","University Of Houston",4.5043197563100001,-8,1,"Price, and location nearby my home.","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree","No.","Strongly agree","Somewhat disagree","Strongly disagree","Strongly disagree","None.","No influence","No influence","No influence",".",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Extremely important","Yes","No",".",".",".","."]
["72.213.29.169",41297.42523148148,41.240005493163999,-95.964996337890994,"ACT",1300,89,"Half A's and half B's","Male",4,6,1992,"No","White (including Middle Eastern)","No",".",0,1,0,"Yes","No","Yes",".","No",2015,"66219",1,"University of Kansas","66045",31.405964056169999,1150,73,-16,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Kansas",31.405964056169999,-16,".",".",".",".",".",".",".",".",".",".",".",".","University of Kansas",31.405964056169999,-16,1,"Cost and the teachers","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Minimal influence","Moderate influence",".","Commute","Very important","1-3 hours drive","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["69.245.17.51",41303.417962962965,36.058197021483998,-83.914703369140994,"ACT",910,33,"Half C's and half D's","Female",12,3,1999,"No","White (including Middle Eastern)","Yes",5,2,1,0,"No","No","No","No","No",2015,"37912",1,"South College","37909",8.4233078516399988,1250,85,52,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","South College",8.4233078516399988,52,".",".",".",".",".",".",".",".",".",".",".",".","South College",8.4233078516399988,52,1,"Location","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree",".","Strongly agree","Strongly agree","Strongly agree","Strongly agree",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Unsure","Extremely important","No","Yes",".",".",".","."]
["104.11.1.178",41303.777233796296,32.811996459961001,-96.814300537109006,"Both",1100,65,"Mostly A's","Female",8,7,1993,"No","Asian (including Indian subcontinent and Philippines)","Yes",12,0,1,0,"No","Yes","No","Yes","Yes",2011,"75007",1,"The University of Texas at Dallas","75080",10.97030835945,1260,86,21,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","The University of Texas at Dallas",10.97030835945,21,".",".",".",".",".",".",".",".",".",".",".",".","The University of Texas at Dallas",10.97030835945,21,2,"Major, Distance, Financial Aid, Diversity","No","Strongly agree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Somewhat disagree","Somewhat disagree","Somewhat disagree","Somewhat disagree","It's cheaper","Moderate influence","No influence","No influence","No influence","No influence","Commute","Moderately important","3+ hours drive","Yes","Yes","No","Yes","No","Yes","Extremely important","Yes","Yes","Brookhaven College",".",".","."]
["50.83.82.175",41299.772569444445,44.06559753418,-93.527000427245994,"ACT",1380,95,"Mostly A's","Female",7,31,1992,"No","White (including Middle Eastern)","No",".",1,1,0,"Yes","Yes","No","Yes","No",2010,"55124",1,"University of Minnesota-Twin Cities","55455",21.276992287979997,1300,89,-6,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of Minnesota-Twin Cities",21.276992287979997,-6,".",".",".",".",".",".",".",".",".",".",".",".","University of Minnesota-Twin Cities",21.276992287979997,-6,1,"I knew from a young age that I wanted to attend the U of M, because I liked the Twin Cities, the variety of majors and courses available, and I qualified for a number of school-specific aid programs.","No","Somewhat agree","Somewhat agree","Strongly agree","Strongly disagree","I didn't want to go. I wouldn't have fit in with the rest of the group, and it would have been a waste of time anyhow.","Somewhat disagree","Somewhat agree","Strongly disagree","Strongly disagree","I did not have a boyfriend or a high school job, and few friends. I liked the Twin Cities region.","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","1-3 hours drive","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["98.115.136.128",41298.657465277778,39.475692749022997,-75.672401428222997,"SAT",1000,49,"Mostly B's","Male",3,22,1993,"No","White (including Middle Eastern)","Yes",4,1,1,0,"Yes","Yes","No","No","No",2011,"21050",1,"The Sheffield Institute for the Recording Arts",21131,16.57880472039,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","The Sheffield Institute for the Recording Arts",16.57880472039,".",".",".",".",".",".",".",".",".",".",".",".",".","The Sheffield Institute for the Recording Arts",16.57880472039,".",1,"Finding what worked for me, a school that i would be engaged in and would be worth spending on the money on. ","No","Somewhat agree","Strongly agree","Somewhat agree","Somewhat disagree","no","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","no","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["75.136.100.150",41296.489629629628,35.918304443358998,-81.200202941895,"ACT",1420,96,"Half A's and half B's","Male",7,14,1992,"No","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","No","Yes","No",2011,"28636",1,"Central Virginia Community College","24502",201.88598511575998,"Nonsel","Nonsel",-46,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Central Virginia Community College",201.88598511575998,-46,".",".",".",".",".",".",".",".",".",".",".",".","Central Virginia Community College",201.88598511575998,-46,1,"price","No","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree","no",".",".",".",".",".","Minimal influence","Minimal influence","Strong influence","Very strong influence","Very strong influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["184.17.212.155",41297.291724537034,41.15690612793,-85.055603027344006,"SAT",1100,65,"Half B's and half C's","Female",3,22,1992,"Yes","White (including Middle Eastern)","Yes",4,0,1,0,"No","Yes","No","No","No",2012,"46805",1,"Ivy Tech Community College","46208",123.00166980287999,"Nonsel","Nonsel",-15,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Ivy Tech Community College",123.00166980287999,-15,".",".",".",".",".",".",".",".",".",".",".",".","Ivy Tech Community College",123.00166980287999,-15,1,"I wanted something that was close to home, and cheap.","No","Strongly disagree","Strongly disagree","Strongly agree","Somewhat disagree","None","Neither agree nor disagree","Neither agree nor disagree","Strongly disagree","Strongly disagree","I was temporarily disabled for three years, thus had to pick a college at home.","Moderate influence","Moderate influence","Moderate influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","No","No","No","Extremely important","Yes","Yes",".",".",".","."]
["104.56.122.65",41297.541597222225,30.473007202148001,-89.149398803710994,"ACT",1300,89,"Half A's and half B's","Female",8,8,1992,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","No","Yes","Yes",2011,"34231",1,"Valencia College","32801",135.99889098411001,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Valencia College",135.99889098411001,-39,".",".",".",".",".",".",".",".",".",".",".",".","Valencia College",135.99889098411001,-39,1,"I took into account price, location and programs available as well as school reputation.","No","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Commute","Slightly important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No","Mississippi Gulf Coast Community College",".",".","."]
["69.120.159.129",41297.598182870373,40.830902099608998,-73.906997680664006,"SAT",1450,97,"Half B's and half C's","Female",8,5,1995,"Yes","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","Yes",".","No",2015,"10456",1,"CUNY Hostos Community College","10451",1.8318022681199999,"Nonsel","Nonsel",-47,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","CUNY Hostos Community College",1.8318022681199999,-47,".",".",".",".",".",".",".",".",".",".",".",".","CUNY Hostos Community College",1.8318022681199999,-47,1,"close to home","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Somewhat agree","my family","Strong influence","Strong influence","Moderate influence","Moderate influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","No","Yes","No","Extremely important","Yes","No",".",".",".","."]
["67.182.87.91",41297.707442129627,37.678298950195,-120.95010375977,"SAT",1300,89,"Half C's and half D's","Male",11,30,1994,"No","Native Hawaiian or Other Pacific Islander (Original Peoples),White (including Middle Eastern)","Yes",2,0,1,0,"Yes","Yes","Yes",".","No",2013,"95358",1,"Modesto Junior College","95350",9.9201910483499987,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Modesto Junior College",9.9201910483499987,-39,".",".",".",".",".",".",".",".",".",".",".",".","Modesto Junior College",9.9201910483499987,-39,1,"price","No","Somewhat disagree","Somewhat disagree","Neither agree nor disagree","Strongly disagree",".",".",".",".",".",".","Very strong influence","Very strong influence","Minimal influence","Very strong influence","Strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["206.255.177.29",41298.523969907408,33.611404418945,-92.845199584960994,"ACT",1150,73,"Mostly A's","Male",3,16,1994,"No","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","No","Yes","No",2012,"71701",1,"Southern Arkansas University Tech","71701",0,"Nonsel","Nonsel",-23,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Southern Arkansas University Tech",0,-23,".",".",".",".",".",".",".",".",".",".",".",".","Southern Arkansas University Tech",0,-23,1,"Convenience","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree","I just didnt want to","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat disagree","No","Minimal influence","No influence","Moderate influence","Moderate influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["98.215.121.168",41299.64434027778,40.942092895507997,-90.377998352050994,"ACT",1190,78,"Half A's and half B's","Male",5,23,1997,"No","White (including Middle Eastern)","Yes",12,0,1,0,"No","No","Yes",".","No",2015,"61401",1,"Carl Sandburg College","61401",0,"Nonsel","Nonsel",-28,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Carl Sandburg College",0,-28,".",".",".",".",".",".",".",".",".",".",".",".","Carl Sandburg College",0,-28,1,"The most important decision was affordability because i couldn't afford an expensive college.","No","Somewhat agree","Strongly agree","Somewhat agree","Neither agree nor disagree",".","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree",".","Moderate influence","No influence","Strong influence","No influence","No influence","Commute","Very important","1-3 hours drive","Yes","Yes","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["50.157.58.151",41299.767824074072,32.44889831543,-93.708801269530994,"ACT",1110,67,"Mostly B's","Female",5,10,1991,"No","White (including Middle Eastern)","No",".",0,1,0,"No","No","No","Yes","Yes",2009,"89701",1,"Career College of Northern Nevada","89434",52.52326394832,"Nonsel","Nonsel",-17,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Career College of Northern Nevada",52.52326394832,-17,".",".",".",".",".",".",".",".",".",".",".",".","Career College of Northern Nevada",52.52326394832,-17,1,"Being close to home for the first couple of years.","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","I just wanted to spend my first two years close to home then transfer to a large university.","Strongly agree","Somewhat agree","Strongly disagree","Strongly disagree","no","Very strong influence","Moderate influence","Moderate influence","Minimal influence","No influence","Commute","Slightly important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","No","No","Very important","Yes","Yes","Career College of Northern Nevada","Louisiana state university",".","."]
["23.162.0.68",41300.402604166666,36.363800048827997,-116.15000152588,"ACT",1340,92,"Mostly B's","Male",2,2,1993,"No","White (including Middle Eastern)","Yes",2,0,1,0,"No","Yes","No","No","No",2012,"89048",1,"Great Basin College","89801",478.82615352923995,"Nonsel","Nonsel",-42,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Great Basin College",478.82615352923995,-42,".",".",".",".",".",".",".",".",".",".",".",".","Great Basin College",478.82615352923995,-42,1,"It was the only one in town","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","too expensive and unnecessary ","Somewhat disagree","Somewhat disagree","Somewhat disagree","Somewhat disagree","short drive","Moderate influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["24.112.107.99",41303.288078703707,31.217697143555,-82.342903137207003,"SAT",1180,77,"Mostly B's","Male",12,28,1994,"No","White (including Middle Eastern)","No",".",1,1,0,"No","Yes","No","Yes","No",2013,"31501",1,"Waycross College",31503,8.0722331292899998,"Nonsel","Nonsel",-27,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Waycross College",8.0722331292899998,-27,".",".",".",".",".",".",".",".",".",".",".",".","Waycross College",8.0722331292899998,-27,1,"close to home","No","Neither agree nor disagree","Neither agree nor disagree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","no","Strong influence","Strong influence","Minimal influence","Moderate influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["74.120.201.143",41297.581493055557,40.626693725586001,-89.741798400879006,"ACT",1110,67,"Mostly C's","Male",1,8,1996,"No","White (including Middle Eastern)","Yes",5,0,1,0,"No","No","Yes",".","No",2016,"61517",2,"Western Illinois University","61455",64.970571626400002,970,43,-24,"Illinois Central College","61635",26.186446060169999,"Nonsel","Nonsel",-17,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",64.970571626400002,".","Illinois Central College",26.186446060169999,-17,".",".",".",".",".",".",".",".",".","Illinois Central College",26.186446060169999,-17,".","If I got in","No","Somewhat disagree","Somewhat disagree","Somewhat disagree","Somewhat disagree",".",".",".",".",".",".","Moderate influence","Very strong influence","Minimal influence","Strong influence","Very strong influence","Commute","Not at all important","1-3 hours drive","Yes","No","No",".",".",".","Very important","No","Yes",".",".",".","."]
["199.87.224.67",41297.270960648151,28.514297485351999,-81.442901611327997,"SAT",1210,81,"Half A's and half B's","Male",8,20,1992,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","Unsure","Yes",".","Yes",2010,"32837",2,"University Of Central Florida","32816",32.136696575609996,1180,77,-4,"Valencia College","32801",17.319479178869997,"Nonsel","Nonsel",-31,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",32.136696575609996,".","Valencia College",17.319479178869997,-31,".",".",".",".",".",".",".",".",".","Valencia College",17.319479178869997,-31,1,"Price and location.","No","Strongly agree","Strongly agree","Strongly agree","Neither agree nor disagree","No.","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","No.",".",".",".",".",".","Commute","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","No","Yes","Moderately important","Yes","Yes","University of Central Florida",".",".","."]
["104.240.99.73",41296.623113425929,40.610794067382997,-89.434997558594006,"ACT",1260,86,"Mostly A's","Female",9,17,1993,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","No","Yes","Yes",2012,"62522",3,"Southern Illinois University-Carbondale","62901",160.59959776739998,1065,61,-25,"Millikin University","62522",0,1040,56,-30,"Richland Community College","62521",12.053358343619999,"Nonsel","Nonsel",-36,".",".",".",".",".",".",".",".",".",".",".",".","No","Southern Illinois University-Carbondale",160.59959776739998,-25,"Millikin University",0,-30,"Richland Community College",12.053358343619999,-36,".",".",".",".",".",".","Millikin University",0,-30,2,"Closeness to home- not having to pay for housing","No","Somewhat disagree","Strongly agree","Strongly agree","Strongly disagree",".","Somewhat agree","Somewhat agree","Strongly agree","Somewhat agree","saving money","Strong influence","No influence","Minimal influence","No influence","No influence","Commute","Extremely important","3+ hours drive","Yes","Yes","Yes","Yes","No","Yes","Extremely important","Yes","Yes","Richland Community Colleg",".",".","."]
["108.48.147.89",41300.405694444446,38.892196655272997,-76.768096923827997,"Both",1300,89,"Mostly B's","Male",4,1,1992,"No","Black or African American (including Africa and Caribbean)","No",".",1,1,0,"Yes","Yes","No","No","No",2009,"20001",3,"Harvard University","02138",436.10688421673996,1505,99,10,"University of Maryland-College Park","20742",15.236021578799999,1310,90,1,"Prince George'S Community College","20774",19.66888364826,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".","No",".",436.10688421673996,".",".",15.236021578799999,".","Prince George'S Community College",19.66888364826,-39,".",".",".",".",".",".","Prince George'S Community College",19.66888364826,-39,1,"Whether or not I was accepted, but I was also concerned about how my family and I were going to pay for it.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","No influence","Minimal influence","No influence","Commute","Slightly important","1-3 hours drive","No","No","No",".",".",".","Extremely important","No","No",".",".",".","."]
["69.35.251.41",41299.417442129627,33.748992919922003,-84.388000488280994,"ACT",1510,99,"Mostly A's","Male",9,5,1991,"No","White (including Middle Eastern)","Yes","13 (always eligible)",0,1,0,"No","No","No","No","No",2010,"30054",3,"Georgia Institute of Technology-Main Campus","30332",39.771484387139999,1360,94,-5,"Georgia Perimeter College","30034",27.255204506969999,"Nonsel","Nonsel",-49,"Dekalb Technical College",30058,20.9215679673,"Nonsel","Nonsel",-49,".",".",".",".",".",".",".",".",".",".",".",".","No","Georgia Institute of Technology-Main Campus",39.771484387139999,-5,"Georgia Perimeter College",27.255204506969999,-49,"Dekalb Technical College",20.9215679673,-49,".",".",".",".",".",".","Georgia Institute of Technology-Main Campus",39.771484387139999,-5,2,"It needed to be in-state for cost reasons.  I mainly wanted to pursue a technology related field, so my ultimate goal was to attend Georgia Tech either immediately or after going to a smaller college first.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["66.75.23.122",41298.323148148149,34.970092773437997,-116.99290466309,"SAT",1270,87,"Mostly B's","Male",7,1,1993,"No","White (including Middle Eastern)","Yes",8,0,1,0,"Yes","No","No","No","No",2010,"92315",4,"Virginia Polytechnic Institute and State University","24061",2361.43545837078,1220,82,-5,"University of Southern California","90089",102.09874297127999,1380,95,8,"Edinboro University Of Pennsylvania","16444",2382.4446396758699,930,36,-51,"Victor Valley College","92395",47.180714456699995,"Nonsel","Nonsel",-37,".",".",".",".",".",".","No",".",2361.43545837078,".","University of Southern California",102.09874297127999,8,"Edinboro University Of Pennsylvania",2382.4446396758699,-51,"Victor Valley College",47.180714456699995,-37,".",".",".","Victor Valley College",47.180714456699995,-37,1,"Having the ability to pay for it.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Moderate influence","No influence","Strong influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["69.144.179.36",41298.379895833335,48.566604614257997,-109.73889923096,"SAT",1350,93,"Mostly A's","Female",4,18,1993,"No","White (including Middle Eastern)","Yes",4,0,1,0,"No","No","Yes",".","No",2013,"59501",4,"Great Falls College Montana State University","59405",150.15807629064,"Nonsel","Nonsel",-43,"Montana State University-Northern","59501",0,882.5,28,-65,"Montana State University-Billings","59101",286.62175292487001,"Nonsel","Nonsel",-43,"Butte College","95965",1238.0510275155,"Nonsel","Nonsel",-43,".",".",".",".",".",".","No","Great Falls College Montana State University",150.15807629064,-43,"Montana State University-Northern",0,-65,"Montana State University-Billings",286.62175292487001,-43,"Butte College",1238.0510275155,-43,".",".",".","Montana State University-Northern",0,-65,2,"Cost","No","Somewhat disagree","Strongly disagree","Somewhat agree","Somewhat disagree","No","Somewhat agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","No","Moderate influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","No","No",".",".",".","."]
["50.81.139.23",41303.782106481478,38.555694580077997,-75.108100891112997,"SAT",1200,79,"Half A's and half B's","Female",3,16,1998,"No","Black or African American (including Africa and Caribbean)","Yes",12,0,1,0,"No","No","Yes",".","Yes",2016,"19975",5,"Salisbury University","21801",31.191590995619997,1155,74,-5,"University Of Delaware","19716",100.72489127019,1170,76,-3,"Hofstra University","11549",248.39561868726,1165,76,-3,"Old Dominion University","23529",147.44268419034,1030,54,-25,"Delaware Technical Community College-Central Office","19901",61.948222158239993,"Nonsel","Nonsel",-29,"No","Salisbury University",31.191590995619997,-5,"University Of Delaware",100.72489127019,-3,"Hofstra University",248.39561868726,-3,"Old Dominion University",147.44268419034,-25,"Delaware Technical Community College-Central Office",61.948222158239993,-29,"Salisbury University",31.191590995619997,-5,5,"The college had to have a sense of community and feel like home.","No","Strongly agree","Strongly agree","Somewhat disagree","Somewhat agree","No",".",".",".",".",".","Strong influence","Minimal influence","No influence","Moderate influence",".","Live on/near campus","Moderately important","1-3 hours drive","Yes","Yes","No","Yes","Yes","Yes","Moderately important","No","Yes","Delaware Technical Community College-Central Office",".",".","."]
["68.199.43.133",41301.426377314812,40.702102661132997,-73.706199645995994,"Both",1030,54,"Mostly B's","Male",11,3,1992,"No","Black or African American (including Africa and Caribbean)","Yes",8,5,0,1,"Yes","Yes","Yes",".","Yes",2010,"11581",10,"New York University","10012",21.204913229939997,1355,94,40,"CUNY Hunter College","10065",20.694767482949999,1160,74,20,".",".",".",".",".",".","Nassau Community College","11530",9.1353992353799995,"Nonsel","Nonsel",-4,"CUNY New York City College of Technology","11201",21.222932994449998,936.5,38,-16,"No",".",21.204913229939997,".","CUNY Hunter College",20.694767482949999,20,".",".",".","Nassau Community College",9.1353992353799995,-4,"CUNY New York City College of Technology",21.222932994449998,-16,"CUNY New York City College of Technology",21.222932994449998,-16,4,"Courses and travel distance","No","Strongly agree","Strongly agree","Strongly agree","Strongly agree",".","Neither agree nor disagree","Neither agree nor disagree","Strongly disagree","Strongly disagree",".","Very strong influence","No influence","No influence","Minimal influence","No influence","Commute","Extremely important","1-3 hours drive","No","No","No",".",".",".","Extremely important","No","Yes","NCC",".",".","."]
["38.88.242.122",41300.398229166669,41.315795898437997,-73.135398864745994,"SAT",1160,74,"Half A's and half B's","Male",4,25,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","No","Yes","No",2010,"02841",6,"Salve Regina University","02840",4.2812474991,1105,67,-7,"Marist College","12601",186.22183878704999,1176,77,3,"Stonehill College","02357",49.658121391229997,1130,70,-4,"University Of Connecticut","06269",76.430520483569993,1230,83,9,"Curry College","02186",61.209411813329993,937.5,38,-36,"Yes","Salve Regina University",4.2812474991,-7,".",186.22183878704999,".",".",49.658121391229997,".","University Of Connecticut",76.430520483569993,9,"Curry College",61.209411813329993,-36,"Salve Regina University",4.2812474991,-7,3,"I wanted to go to a school where I had the chance to play competitive hockey.  Salve Regina gave me that opportunity.  I also wanted to attend a school with a small student:teacher ratio.  ","No","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree","No",".",".",".",".",".","Strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","Yes","Moderately important","No","Yes",".",".",".","."]
["76.172.83.21",41298.38386574074,32.797698974608998,-117.23350524902,"Both",1150,73,"Mostly A's","Male",6,3,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","Yes",2010,"93405",7,".",".",".",".",".",".","California Polytechnic State University-San Luis Obispo","93407",1.7149844844,1240,84,11,"San Jose State University","95192",186.01367943839998,1030,54,-19,"California State University-Sacramento","95819",297.99781667138996,950,40,-33,"California State University-Chico","95929",383.99123976905997,1015,52,-21,"No",".",".",".",".",1.7149844844,".","San Jose State University",186.01367943839998,-19,"California State University-Sacramento",297.99781667138996,-33,".",383.99123976905997,".","California State University-Sacramento",297.99781667138996,-33,1,"Surrounding city, student life, ratio of men to women","No","Neither agree nor disagree","Strongly agree","Strongly disagree","Strongly disagree","No",".",".",".",".",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Commute","Not at all important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes","University of California-San Diego",".",".","."]
["23.246.65.181",41300.767685185187,40.811599731445,-73.953002929687997,"SAT",1200,79,"Mostly A's","Female",1,29,1995,"No","Asian (including Indian subcontinent and Philippines)","No",".",6,0,1,"Yes","Yes","Yes",".","No",2013,"11372",10,"CUNY Hunter College","10065",5.21454702648,1160,74,-5,"CUNY Queens College","11367",4.9722122623799994,1100,65,-14,"Adelphi University",".",".",1120,69,-10,"CUNY Brooklyn College","11210",12.040309548629999,1100,65,-14,"New York Institute of Technology","11568",17.569891768439998,1040,56,-23,"No","CUNY Hunter College",5.21454702648,-5,"CUNY Queens College",4.9722122623799994,-14,"Adelphi University",".",-10,"CUNY Brooklyn College",12.040309548629999,-14,"New York Institute of Technology",17.569891768439998,-23,"CUNY Hunter College",5.21454702648,-5,"10+","I'm not exactly sure. I just applied to everything that my friends and family considered to be \"good\".","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","No","Very strong influence","Very strong influence","Very strong influence","Very strong influence",".","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["170.115.248.23",41298.295717592591,39.952392578125,-75.165298461914006,"SAT",1320,91,"Half A's and half B's","Male",1,18,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","No","Yes","No",2011,"19148",8,"Drexel University","19104",6.4672313455199992,1190,78,-13,"Pennsylvania State University-Main Campus","16802",197.58236825381999,1195,79,-12,"University Of Pennsylvania","19104",6.4672313455199992,1450,97,6,"Temple University","19122",5.6122245880799992,1120,69,-22,"Philadelphia University","19144",12.76110012903,1060,59,-32,"No","Drexel University",6.4672313455199992,-13,"Pennsylvania State University-Main Campus",197.58236825381999,-12,"University Of Pennsylvania",6.4672313455199992,6,"Temple University",5.6122245880799992,-22,"Philadelphia University",12.76110012903,-32,"Drexel University",6.4672313455199992,-13,4,"Financial Aid provided to me since I had to pay for school myself. How close I was to home since I am close to my family. What majors were offered because some school's had different programs.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Moderate influence",".","Commute","Extremely important","1-3 hours drive","Yes","Unsure","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["64.126.161.181",41299.77380787037,46.732192993163999,-117.24549865723,"SAT",600,2,"Half A's and half B's","Male",8,19,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","No",2014,"98264",5,"Western Washington University","98225",16.905645966329999,1105,67,65,"Washington State University","99164",386.00758928060998,1030,54,52,"University of Washington-Seattle Campus","98195",102.98978925774,1230,83,81,"University of Minnesota-Twin Cities","55455",1759.3671643881298,1300,89,87,"University Of Oregon","97403",387.89842181178,1105,67,65,"No","Western Washington University",16.905645966329999,65,"Washington State University",386.00758928060998,52,".",102.98978925774,".","University of Minnesota-Twin Cities",1759.3671643881298,87,"University Of Oregon",387.89842181178,65,"Washington State University",386.00758928060998,52,1,"Close community on campus, good scholastic reputation","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["98.4.92.29",41300.795486111114,43.127105712891002,-79.021202087402003,"SAT",1400,96,"Mostly A's","Female",9,2,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2013,"14586",5,"Niagara University","14109",87.977461307339993,1025,54,-42,"St Bonaventure University","14778",95.377370809049992,1055,59,-37,"Bentley University",".",".",1225,83,-13,"Saint John Fisher College","14618",10.514221905989999,1080,62,-34,"Siena College","12211",226.38230153913,1120,69,-27,"No","Niagara University",87.977461307339993,-42,"St Bonaventure University",95.377370809049992,-37,".",".",".","Saint John Fisher College",10.514221905989999,-34,"Siena College",226.38230153913,-27,"Niagara University",87.977461307339993,-42,"10+","Location, Proximity to home, Major Selection, beautiful campus, athletics","No","Somewhat agree","Somewhat disagree","Somewhat agree","Strongly agree","no","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","ease of travelling home","Very strong influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","Yes","No","Yes","No","Slightly important","Yes","No",".",".",".","."]
["159.118.119.245",41298.299791666665,44.063003540038999,-116.70379638672,"ACT",1300,89,"Half A's and half B's","Male",6,6,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2012,"41091",10,"Texas Christian University","76129",955.13699648135992,1180,77,-12,"Depaul University","60604",310.20962466845998,1155,74,-15,"Northwestern University","60208",329.12229957848996,1470,98,9,"Northern Kentucky University","41099",21.21858339612,990,47,-42,"University of Cincinnati-Main Campus","45221",22.317789031229999,1130,70,-19,"No","Texas Christian University",955.13699648135992,-12,"Depaul University",310.20962466845998,-15,"Northwestern University",329.12229957848996,9,"Northern Kentucky University",21.21858339612,-42,"University of Cincinnati-Main Campus",22.317789031229999,-19,"Northern Kentucky University",21.21858339612,-42,4,"Price, proximity to home, scholarship money, friends","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree",".","Somewhat disagree","Somewhat agree","Somewhat agree","Strongly agree",".","Very strong influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","No","Yes",".",".",".","."]
["75.83.59.2",41298.530034722222,33.830200195312003,-117.85049438477,"Both",1560,99,"Mostly A's","Female",10,10,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",6,0,1,"Yes","Yes","No","Yes","No",2011,"92867",10,"University of California-Berkeley","94720",407.93205034856999,1355,94,-5,"University of California-Los Angeles","90095",53.489496148769994,1300,89,-10,"University of California-San Diego","92093",81.423237995219992,1280,88,-11,"California Institute Of Technology","91125",46.489749693419995,1545,99,0,"University of California-Irvine","92697",16.269361867769998,1130,70,-29,"No",".",407.93205034856999,".","University of California-Los Angeles",53.489496148769994,-10,"University of California-San Diego",81.423237995219992,-11,".",46.489749693419995,".","University of California-Irvine",16.269361867769998,-29,"University of California-Los Angeles",53.489496148769994,-10,5,"Distance, prestige","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Slightly important","Yes","Yes",".",".",".","."]
["172.56.21.68",41303.491342592592,36.165893554687997,-86.784400939940994,"Both",1500,99,"Mostly A's","Female",1,10,1997,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","Yes",".","No",2015,"46220",7,"Indiana University-Bloomington","47405",65.805073134569994,1175,77,-22,"University Of Notre Dame","46556",135.72300217575,1430,97,-2,"Butler University","46208",6.0136303768199992,1165,76,-23,"Manchester University","46962",98.504110637129997,1010,50,-49,"Depaul University","60604",186.97494066932998,1155,74,-25,"Yes","Indiana University-Bloomington",65.805073134569994,-22,"University Of Notre Dame",135.72300217575,-2,"Butler University",6.0136303768199992,-23,"Manchester University",98.504110637129997,-49,"Depaul University",186.97494066932998,-25,"University Of Notre Dame",135.72300217575,-2,8,"Brilliant professors, ability to be challenged, personal environment","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Strong influence","Very strong influence","Minimal influence","Moderate influence","Live on/near campus","Extremely important","1-3 hours drive","No","No","Yes","Yes","No","No","Not at all important","Yes","Yes",".",".",".","."]
["66.231.159.162",41297.269513888888,29.638107299805,-82.414100646972997,"Both",1400,96,"Mostly A's","Male",9,19,1996,"No","White (including Middle Eastern)","No",".",6,0,1,"No","No","Yes",".","No",2015,"33463",5,"Nova Southeastern University","33314",44.309358187709996,1070,61,-35,"University Of Miami","33146",70.695264399869998,1325,92,-4,"University Of Florida","32611",276.23864033997,1265,87,-9,"University Of Central Florida","32816",171.87251389637998,1180,77,-19,"University of South Florida-Main Campus","33620",211.61417246639999,1170,76,-20,"No","Nova Southeastern University",44.309358187709996,-35,"University Of Miami",70.695264399869998,-4,"University Of Florida",276.23864033997,-9,"University Of Central Florida",171.87251389637998,-19,"University of South Florida-Main Campus",211.61417246639999,-20,"University Of Florida",276.23864033997,-9,3,"Their medical school programs. ","No","Somewhat agree","Strongly agree","Somewhat agree","Strongly disagree","None","Somewhat agree","Somewhat agree","Strongly disagree","Neither agree nor disagree","None","Minimal influence","No influence","Moderate influence","Minimal influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["173.89.61.38",41298.296597222223,42.951293945312003,-87.943298339844006,"SAT",1450,97,"Half A's and half B's","Male",1,10,1993,"No","White (including Middle Eastern)","No",".",false,0,1,"Yes","Yes","No","Yes","No",2011,"53207",5,"Cornell University","14853",759.85245888815996,1420,96,-1,"University of Connecticut","06269",1002.37052748921,1230,83,-14,"Ohio State University-Main Campus","43210",448.68654395828997,1265,87,-10,"Virginia Polytechnic Institute and State University","24061",723.40344625394994,1220,82,-15,"Marquette University","53233",6.6834685196399999,1175,77,-20,"No","Cornell University",759.85245888815996,-1,"University of Connecticut",1002.37052748921,-14,".",448.68654395828997,".","Virginia Polytechnic Institute and State University",723.40344625394994,-15,"Marquette University",6.6834685196399999,-20,"Virginia Polytechnic Institute and State University",723.40344625394994,-15,4,"I wanted to follow in my fathers footsteps. So i chose VaTech","No","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree","Honestly just didnt think i would get in, so i chose not to apply.",".",".",".",".",".","Very strong influence","Moderate influence","Strong influence","Minimal influence","No influence","Live on/near campus","Not at all important","3+ hours drive","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["64.58.188.18",41297.564849537041,33.605102539062003,-117.64399719238,"SAT",1450,97,"Half A's and half B's","Male",1,29,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2013,"92656",15,"University of California-Los Angeles","90095",61.740062809589993,1300,89,-8,"University of California-Berkeley","94720",427.65002232083998,1355,94,-3,"University of California-San Diego","92093",63.499164648479997,1280,88,-9,"University of California-Irvine","92697",11.258003220419999,1130,70,-27,"University of California-Santa Barbara","93106",156.46934346747,1215,82,-15,"No","University of California-Los Angeles",61.740062809589993,-8,".",427.65002232083998,".","University of California-San Diego",63.499164648479997,-9,"University of California-Irvine",11.258003220419999,-27,"University of California-Santa Barbara",156.46934346747,-15,"University of California-Los Angeles",61.740062809589993,-8,8,"Campus life, school respectability, faculty, learning opportunities ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Very important","Yes","No",".",".",".","."]
["47.37.159.251",41297.812928240739,34.02490234375,-117.89730072021,"SAT",1300,89,"Mostly A's","Female",12,30,1993,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,1,"Yes","Yes","Yes",".","Yes",2011,"91791",8,"University of California-Berkeley","94720",394.81801138361999,1355,94,5,"University of California-Los Angeles","90095",39.160055136179999,1300,89,0,"New York University","10012",2769.8795185799099,1355,94,5,"University of California-Santa Barbara","93106",128.83323842102999,1215,82,-7,"University of San Diego","92110",110.48538992271,1215,82,-7,"No","University of California-Berkeley",394.81801138361999,5,"University of California-Los Angeles",39.160055136179999,0,"New York University",2769.8795185799099,5,"University of California-Santa Barbara",128.83323842102999,-7,"University of San Diego",110.48538992271,-7,"University of California-Berkeley",394.81801138361999,5,3,"The location and reputation of the school.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Strong influence","Moderate influence",".","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","No","No","University of California-Los Angeles",".",".","."]
["172.112.206.174",41298.29614583333,33.710998535156001,-118.043800354,"SAT",1420,96,"Mostly A's","Male",10,2,1991,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2010,"92647",8,"University of California-Los Angeles","90095",42.859077830249994,1300,89,-7,"University of California-Irvine","92697",13.755294033029999,1130,70,-26,"California State University-Long Beach","90840",10.943589398279999,1020,52,-44,"University Of Pennsylvania","19104",2719.9778196821999,1450,97,1,"University of Washington-Seattle Campus","98195",1173.88575295134,1230,83,-13,"No","University of California-Los Angeles",42.859077830249994,-7,"University of California-Irvine",13.755294033029999,-26,"California State University-Long Beach",10.943589398279999,-44,".",2719.9778196821999,".","University of Washington-Seattle Campus",1173.88575295134,-13,"University of California-Los Angeles",42.859077830249994,-7,4,"Prestige, programs and campus.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","No influence","No influence","Commute","Slightly important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","Yes","No",".",".",".","."]
["67.165.27.110",41301.379999999997,40.310104370117003,-75.129898071289006,"SAT",1370,94,"Half A's and half B's","Male",11,10,1994,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","Yes",".","Yes",2013,"18929",5,"Pennsylvania State University-Main Campus","16802",199.11653372192998,1195,79,-15,"Temple University","19122",31.866400107959997,1120,69,-25,"University of Pittsburgh-Pittsburgh Campus","15260",308.00748517109997,1255,86,-8,"Boston University","02215",300.42986350904999,1285,89,-5,"American University",".",".",1255,86,-8,"No","Pennsylvania State University-Main Campus",199.11653372192998,-15,"Temple University",31.866400107959997,-25,"University of Pittsburgh-Pittsburgh Campus",308.00748517109997,-8,".",300.42986350904999,".","American University",".",-8,"Pennsylvania State University-Main Campus",199.11653372192998,-15,1,"I've always wanted to go to Penn State, since I was a child.","No","Somewhat agree","Somewhat disagree","Somewhat disagree","Somewhat agree",".",".",".",".",".",".","Very strong influence","Minimal influence","Strong influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Not at all important","Yes","Yes","Temple University",".",".","."]
["73.133.250.165",41300.395960648151,39.089202880858998,-77.183502197265994,"Both",1410,96,"Half A's and half B's","Male",8,30,1991,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","No","Yes","No",2009,"48104",6,"University of Michigan-Ann Arbor","48109",6.6368656803899997,1380,95,-1,"University of Maryland-College Park","20742",517.78053480152994,1310,90,-6,"University of Wisconsin-Madison","53706",396.21050422040997,1280,88,-8,"Georgia Institute of Technology-Main Campus","30332",706.53073296068999,1360,94,-2,"University of Pittsburgh-Pittsburgh Campus","15260",285.05403341249996,1255,86,-10,"No","University of Michigan-Ann Arbor",6.6368656803899997,-1,"University of Maryland-College Park",517.78053480152994,-6,"University of Wisconsin-Madison",396.21050422040997,-8,"Georgia Institute of Technology-Main Campus",706.53073296068999,-2,"University of Pittsburgh-Pittsburgh Campus",285.05403341249996,-10,"University of Michigan-Ann Arbor",6.6368656803899997,-1,3,"They needed to have both a great Engineering program because I knew that was what I wanted to study and they also needed to have the whole sports culture and college pride atmosphere that I really wanted.","No","Neither agree nor disagree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","I didn't want to go to a school without D1 Sports",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["104.129.196.215",41303.289270833331,41.848297119141002,-87.651702880859006,"SAT",1450,97,"Half A's and half B's","Male",9,7,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","Yes",2010,"07830",6,"Rutgers University-New Brunswick","08901",30.239650332539998,1210,81,-16,"University Of Delaware","19716",133.69671072515999,1170,76,-21,"Lehigh University","18015",43.088363799359996,1315,91,-6,"University Of Rochester","14627",299.77493827478997,1350,93,-4,"Lafayette College","18042",31.826010980609997,1275,88,-9,"No","Rutgers University-New Brunswick",30.239650332539998,-16,"University Of Delaware",133.69671072515999,-21,".",43.088363799359996,".","University Of Rochester",299.77493827478997,-4,".",31.826010980609997,".","University Of Delaware",133.69671072515999,-21,"10+","Location, majors offered, prestige of college, size, campus  ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Strong influence","Moderate influence",".","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Moderately important","No","Yes","County College of Morris","New Jersey Institute of Technology",".","."]
["67.84.163.19",41297.702025462961,41.545806884766002,-73.78150177002,"SAT",1340,92,"Mostly A's","Male",6,17,1995,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","No","Yes","No",2013,"12590",12,"Harvard University","02138",190.91691949868999,1505,99,7,"Yale University","06520",69.839636271239996,1500,99,7,"University Of Pennsylvania","19104",163.27708622511,1450,97,5,"SUNY at Binghamton","13850",158.10044284122,1302.5,89,-3,"SUNY College at Geneseo","14454",296.64633433313998,1285,89,-3,"No",".",190.91691949868999,".",".",69.839636271239996,".",".",163.27708622511,".","SUNY at Binghamton",158.10044284122,-3,"SUNY College at Geneseo",296.64633433313998,-3,"SUNY at Binghamton",158.10044284122,-3,6,"Prestige, availability of research, and living conditions. Prestige and research are important because I planned to enter and will enter a PhD program after I finished college. ","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Moderate influence","Minimal influence",".","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["173.62.203.219",41300.309340277781,39.715103149413999,-75.730598449707003,"Both",1300,89,"Mostly B's","Male",11,6,1994,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","No",2013,"07960",9,"Northeastern University","02115",246.10338036734998,1390,95,6,"Boston College","02467",242.89648365575999,1360,94,5,"University Of Vermont","05405",300.13533356498999,1185,78,-11,"Georgetown University","20057",231.61859655725999,1405,96,7,"Boston University","02215",247.4983586889,1285,89,0,"Yes",".",246.10338036734998,".",".",242.89648365575999,".","University Of Vermont",300.13533356498999,-11,".",231.61859655725999,".","Boston University",247.4983586889,0,"University Of Vermont",300.13533356498999,-11,9,"I wanted a college with good academics, an interesting location, and a location that was far enough away from home without being too far. Obviously I want a good education, I want to be learning in an interesting and new environment, and I wanted to go somewhere that wouldn't require a plane ride back and forth.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Very strong influence","Very strong influence","No influence","Live on/near campus","Very important","3+ hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["161.115.235.118",41298.382673611108,37.348297119141002,-79.157096862792997,"SAT",1260,86,"Half A's and half B's","Female",3,6,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2013,"06109",13,"Lynchburg College","24501",517.92158606165992,1000,49,-37,"Stonehill College","02357",114.68896602305999,1130,70,-16,"Berry College","30149",978.1600418132399,1165,76,-10,"University Of San Diego","92110",2884.4721720685197,1215,82,-4,"Franklin and Marshall College","17604",273.39276028976997,1302,89,3,"No","Lynchburg College",517.92158606165992,-37,"Stonehill College",114.68896602305999,-16,"Berry College",978.1600418132399,-10,"University Of San Diego",2884.4721720685197,-4,".",273.39276028976997,".","Lynchburg College",517.92158606165992,-37,"10+","Small campus community, good business program. ","No","Somewhat agree","Strongly agree","Somewhat disagree","Neither agree nor disagree",".",".",".",".",".",".","Very strong influence","Moderate influence","Moderate influence","Moderate influence","Moderate influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Unsure","Yes","No","Yes","Yes","Yes","Extremely important","Yes","No",".",".",".","."]
["174.104.187.52",41299.775868055556,41.507400512695,-81.60530090332,"SAT",1300,89,"Mostly A's","Female",4,8,1991,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2009,"92037",10,"University of California-San Diego","92093",6.4342986724499998,1280,88,-1,".",".",".",".",".",".","Boston University","02215",3043.8551250459,1285,89,0,"Seattle University","98122",1252.2555729188998,1160,74,-15,"University of Rochester","14627",2664.7820382456898,1350,93,4,"No","University of California-San Diego",6.4342986724499998,-1,".",".",".","Boston University",3043.8551250459,0,"Seattle University",1252.2555729188998,-15,"University of Rochester",2664.7820382456898,4,"University of California-San Diego",6.4342986724499998,-1,1,"Academics","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Moderately important","No","Yes",".",".",".","."]
["128.61.0.61",41296.320081018515,33.776306152343999,-84.398002624512003,"Both",1580,99,"Mostly A's","Male",6,16,1997,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2014,"30332",6,"Massachusetts Institute Of Technology","02139",1073.03845155672,1500,99,0,"Stanford University","94305",2451.0030085533299,1475,98,-1,"California Institute Of Technology","91125",2166.9158287124696,1545,99,0,"Georgia Institute of Technology-Main Campus","30332",0,1360,94,-5,"University of California-Berkeley","94720",2467.5308608361397,1355,94,-5,"No",".",1073.03845155672,".",".",2451.0030085533299,".",".",2166.9158287124696,".","Georgia Institute of Technology-Main Campus",0,-5,"University of California-Berkeley",2467.5308608361397,-5,"Georgia Institute of Technology-Main Campus",0,-5,1,"The most important factor was the quality of education as that is would affect how useful my knowledge is","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence",".","Moderate influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["72.182.122.110",41298.663854166669,30.310592651366999,-97.722702026367003,"SAT",1350,93,"Mostly B's","Female",6,10,1992,"No","White (including Middle Eastern)","No",".",6,0,1,"No","Yes","No","Yes","No",2010,"07853",5,"Rutgers University-New Brunswick","08901",33.182464288379997,1210,81,-12,"Ohio State University-Main Campus","43210",501.78830448449997,1265,87,-6,"Johns Hopkins University","21218",172.36898947718998,1415,96,3,"University of Michigan-Ann Arbor","48109",576.74493250539001,1380,95,2,"University of Illinois at Urbana-Champaign","61820",795.61982732693991,1355,94,1,"Yes","Rutgers University-New Brunswick",33.182464288379997,-12,"Ohio State University-Main Campus",501.78830448449997,-6,".",172.36898947718998,".",".",576.74493250539001,".",".",795.61982732693991,".","Rutgers University-New Brunswick",33.182464288379997,-12,2,"Price and reputation. If the price was more than the other college and had the same reputation, the cheaper one won out","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Minimal influence","Minimal influence","Minimal influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["69.174.87.132",41296.330821759257,28.634399414061999,-81.622100830077997,"Both",1260,86,"Half A's and half B's","Female",3,6,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2010,"20170",10,"Virginia Polytechnic Institute and State University","24061",258.15922419572996,1220,82,-4,"University of Virginia-Main Campus","22903",111.86359122213,1355,94,8,"James Madison University","22807",120.96730052682,1150,73,-13,"The University of Tennessee-Knoxville","37996",477.41688367031998,1165,76,-10,"College of William and Mary","23187",164.23213374413999,1365,94,8,"No","Virginia Polytechnic Institute and State University",258.15922419572996,-4,".",111.86359122213,".","James Madison University",120.96730052682,-13,"The University of Tennessee-Knoxville",477.41688367031998,-10,".",164.23213374413999,".","Virginia Polytechnic Institute and State University",258.15922419572996,-4,5,"overall campus and academic life","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["69.180.27.85",41303.289120370369,33.798095703125,-84.387702941895,"Both",1430,97,"Mostly A's","Female",1,24,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","No","Yes","No",2010,"30269",7,"Georgia Institute of Technology-Main Campus","30332",34.42582803957,1360,94,-3,"University Of Georgia","30602",104.43758413043999,1235,84,-13,"Duke University","27708",412.85144605979997,1455,98,1,"Vanderbilt University","37240",275.95840193327996,1490,99,2,"Emory University","30322",38.331767339909995,1365,94,-3,"No","Georgia Institute of Technology-Main Campus",34.42582803957,-3,"University Of Georgia",104.43758413043999,-13,".",412.85144605979997,".",".",275.95840193327996,".","Emory University",38.331767339909995,-3,"Georgia Institute of Technology-Main Campus",34.42582803957,-3,5,"I needed to feel comfortable, have a good academic program","No","Neither agree nor disagree","Strongly agree","Somewhat disagree","Somewhat disagree",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["104.230.129.11",41296.569988425923,40.101806640625,-83.072998046875,"Both",1380,95,"Half A's and half B's","Male",11,21,1994,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","No","Yes","No",2012,"43235",5,"Ohio State University-Main Campus","43210",11.719060643399999,1265,87,-8,"Northwestern University","60208",337.04167539503999,1470,98,3,"Duke University","27708",469.83304829636995,1455,98,3,"University Of Toledo","43606",134.4274432446,1040,56,-39,"University of Michigan-Ann Arbor","48109",176.82608502305999,1380,95,0,"No","Ohio State University-Main Campus",11.719060643399999,-8,".",337.04167539503999,".",".",469.83304829636995,".","University Of Toledo",134.4274432446,-39,".",176.82608502305999,".","Ohio State University-Main Campus",11.719060643399999,-8,2,"Proiximity to home and the quality of the programs at the school.","No","Somewhat agree","Strongly disagree","Neither agree nor disagree","Somewhat agree","No",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","Minimal influence","No influence","Commute","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["71.199.154.55",41298.29587962963,33.770797729492003,-84.292999267577997,"ACT",1600,99,"Mostly A's","Male",3,23,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",7,0,1,"Yes","Yes","No","Yes","No",2010,"30307",8,"Harvard University","02138",1072.5022082197499,1505,99,0,"New York University","10012",861.26645080805997,1355,94,-5,"Georgia Institute of Technology-Main Campus","30332",3.3125298138899999,1360,94,-5,"Yale University","06520",940.79450667377989,1500,99,0,"Brown University","02912",1041.7337710045199,1435,97,-2,"No","Harvard University",1072.5022082197499,0,"New York University",861.26645080805997,-5,"Georgia Institute of Technology-Main Campus",3.3125298138899999,-5,"Yale University",940.79450667377989,0,"Brown University",1041.7337710045199,-2,"New York University",861.26645080805997,-5,8,"Price and national rankings in what I wanted to study.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["96.250.62.179",41296.365011574075,40.60090637207,-73.939697265625,"SAT",1500,99,"Mostly A's","Male",7,14,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",6,0,1,"Yes","Yes","No","Yes","No",2011,"10012",10,"New York University","10012",0,1355,94,-5,"Harvard University","02138",211.45261595699998,1505,99,0,"University of California-Irvine","92697",2789.8410680586599,1130,70,-29,"Princeton University","08544",51.584993451419997,1505,99,0,"Yale University","06520",79.47523931456999,1500,99,0,"No","New York University",0,-5,"Harvard University",211.45261595699998,0,"University of California-Irvine",2789.8410680586599,-29,"Princeton University",51.584993451419997,0,"Yale University",79.47523931456999,0,"New York University",0,-5,"10+","It all came down to how I like the area. I grew up in NY so I am very used to the city life. As I visited other campuses, I thought about how I just couldn't be out of state for too long.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","No",".",".",".","."]
["98.176.248.190",41298.668171296296,32.710998535156001,-117.05349731445,"Both",1480,98,"Mostly A's","Male",2,17,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2014,"91945",6,"San Diego State University","92182",5.0331066389999997,1090,64,-34,"University of California-San Diego","92093",23.436878544419997,1280,88,-10,"University of California-Los Angeles","90095",138.88826701760999,1300,89,-9,"University of California-Berkeley","94720",498.42420086183995,1355,94,-4,"California Institute Of Technology","91125",134.79218813313,1545,99,1,"No","San Diego State University",5.0331066389999997,-34,".",23.436878544419997,".",".",138.88826701760999,".",".",498.42420086183995,".",".",134.79218813313,".","San Diego State University",5.0331066389999997,-34,2,"Location and choice of majors, I wanted a college that was close to family.","No","Neither agree nor disagree","Strongly agree","Strongly agree","Neither agree nor disagree","Just cost, mostly.","Strongly agree","Strongly agree","Neither agree nor disagree","Neither agree nor disagree","none","Strong influence","Minimal influence","Moderate influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["184.74.184.170",41299.420219907406,40.645095825195,-73.944999694824006,"Both",1490,99,"Mostly A's","Female",11,3,1992,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","No","Yes","No",2010,"32765",4,"New York University","10012",1068.14826029142,1355,94,-5,"Belmont University","37212",707.43109981499993,1170,76,-23,"Florida State University","32306",277.60876381392001,1195,79,-20,"Florida Atlantic University","33431",195.18138997565998,1045,57,-42,".",".",".",".",".",".","No","New York University",1068.14826029142,-5,"Belmont University",707.43109981499993,-23,"Florida State University",277.60876381392001,-20,"Florida Atlantic University",195.18138997565998,-42,".",".",".","Florida State University",277.60876381392001,-20,3,"Cost/scholarships","No","Strongly disagree","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","They did not have the specific programs that I was interested in.",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["64.247.69.82",41304.390347222223,39.303100585937997,-82.082801818847997,"ACT",1110,67,"Half A's and half B's","Male",7,21,1997,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","No",2015,"45040",4,"Ohio State University-Main Campus","43210",90.272185112009993,1265,87,20,"Ohio University-Main Campus","45701",152.83494337715999,1085,64,-3,"Kent State University at Kent","44242",224.33550483926999,1040,56,-11,"University of Akron Main Campus","44325",212.78172893240998,1060,59,-8,".",".",".",".",".",".","No",".",90.272185112009993,".","Ohio University-Main Campus",152.83494337715999,-3,"Kent State University at Kent",224.33550483926999,-11,"University of Akron Main Campus",212.78172893240998,-8,".",".",".","Ohio University-Main Campus",152.83494337715999,-3,3,"Location, major, price","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree","Waste of time",".",".",".",".",".","Strong influence","Moderate influence","Strong influence","Minimal influence","Minimal influence","Live on/near campus","Very important","3+ hours drive","No","No","No",".",".",".","Moderately important","No","Yes",".",".",".","."]
["192.232.184.197",41298.393391203703,33.903305053711001,-83.330596923827997,"Both",1250,85,"Mostly A's","Male",2,13,1997,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","Yes",2015,"31803",4,"University Of Mississippi","38677",392.78861307707996,1085,64,-21,"University Of Georgia","30602",155.92999327454999,1235,84,-1,"Kennesaw State University",".",0,1050,57,-28,"Louisiana State University and Agricultural & Mechanical College","70803",482.30086122371995,1135,71,-14,".",".",".",".",".",".","No","University Of Mississippi",392.78861307707996,-21,"University Of Georgia",155.92999327454999,-1,"Kennesaw State University",0,-28,"Louisiana State University and Agricultural & Mechanical College",482.30086122371995,-14,".",".",".","Louisiana State University and Agricultural & Mechanical College",482.30086122371995,-14,2,"If the college had the major I wanted and how the quality of the major was.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","3+ hours drive","No","No","No",".",".",".","Very important","No","Yes","Georgia Southern University","Columbus State University","University of Georgia","."]
["96.86.48.217",41298.299490740741,38.935394287108998,-77.028396606445,"SAT",1360,94,"Half A's and half B's","Male",12,14,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2010,"23113",4,"Virginia Polytechnic Institute and State University","24061",213.04208346101998,1220,82,-12,"University of Virginia-Main Campus","22903",73.526852912699994,1355,94,0,"James Madison University","22807",124.69552766682,1150,73,-21,"University of South Carolina-Columbia","29208",386.22009822758997,1195,79,-15,".",".",".",".",".",".","No","Virginia Polytechnic Institute and State University",213.04208346101998,-12,".",73.526852912699994,".","James Madison University",124.69552766682,-21,"University of South Carolina-Columbia",386.22009822758997,-15,".",".",".","Virginia Polytechnic Institute and State University",213.04208346101998,-12,5,"Business school reputation and community","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Very strong influence","No influence","Minimal influence","Live on/near campus","Slightly important","3+ hours drive","Yes","Yes","No","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["71.2.126.169",41300.398842592593,31.029098510741999,-97.853500366210994,"Both",1300,89,"Mostly A's","Male",7,13,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2012,"76634",4,"Texas Christian University","76129",86.233893748199989,1180,77,-12,"The University of Texas at Austin","78712",123.9573386931,1260,86,-3,"Baylor University",".",".",1225,83,-6,"Southern Methodist University","75275",99.129831425459997,1305,90,1,".",".",".",".",".",".","Yes","Texas Christian University",86.233893748199989,-12,"The University of Texas at Austin",123.9573386931,-3,"Baylor University",".",-6,"Southern Methodist University",99.129831425459997,1,".",".",".","Texas Christian University",86.233893748199989,-12,3,"Overall fit and presence of a strong business school.","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","No","Yes","Yes","Yes","Yes","Very important","Yes","Yes",".",".",".","."]
["104.178.33.80",41298.384502314817,30.157806396483998,-81.634696960449006,"Both",1250,85,"Half A's and half B's","Male",7,5,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","Yes",2010,"32223",4,"University Of Florida","32611",77.976492004289994,1265,87,2,"Florida State University","32306",173.47316608181998,1195,79,-6,"University Of North Florida","32224",18.469015880369998,1155,74,-11,"University of Miami","33146",343.36474862448,1325,92,7,".",".",".",".",".",".","No","University Of Florida",77.976492004289994,2,"Florida State University",173.47316608181998,-6,"University Of North Florida",18.469015880369998,-11,".",343.36474862448,".",".",".",".","University Of North Florida",18.469015880369998,-11,3,"Close to home, cost, campus","No","Somewhat agree","Strongly agree","Strongly agree","Somewhat disagree",".","Somewhat agree","Somewhat agree","Somewhat disagree","Strongly disagree",".","Strong influence","Minimal influence","Minimal influence","Moderate influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","No","Yes","University of Florida",".",".","."]
["24.52.151.146",41297.458171296297,39.577697753906001,-90.775497436522997,"SAT",1350,93,"Mostly A's","Female",12,25,1992,"No","White (including Middle Eastern)","No",".",6,0,1,"No","Yes","No","Yes","Yes",2010,"62363",4,"United States Military Academy","10996",1035.46413569742,1282.5,88,-5,".",".",".",".",".",".","Western Illinois University","61455",71.47819209926999,970,43,-50,"Washington University in St Louis","63130",107.20889963783999,1485,99,6,".",".",".",".",".",".","No","United States Military Academy",1035.46413569742,-5,".",".",".","Western Illinois University",71.47819209926999,-50,".",107.20889963783999,".",".",".",".",".",".",".",3,"Tuition and academic options","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Unsure","No","Yes","Yes","Yes","No","Very important","No","Yes","Western Illinois University",".",".","."]
["204.186.182.216",41297.322384259256,41.052993774413999,-76.470100402832003,"SAT",950,40,"Half B's and half C's","Male",10,22,1995,"Yes","Black or African American (including Africa and Caribbean)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2013,"17402",3,"Bloomsburg University of Pennsylvania","17815",113.37352321383,990,47,7,"West Chester University of Pennsylvania","19383",68.392462769730002,1105,67,27,"Kutztown University of Pennsylvania","19530",71.974667680079989,960,42,2,".",".",".",".",".",".",".",".",".",".",".",".","No","Bloomsburg University of Pennsylvania",113.37352321383,7,".",68.392462769730002,".","Kutztown University of Pennsylvania",71.974667680079989,2,".",".",".",".",".",".","Bloomsburg University of Pennsylvania",113.37352321383,7,1,"campus, people, study","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Strongly disagree",".",".",".",".",".",".","Very strong influence",".","Strong influence","Very strong influence",".","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Moderately important","No","Yes",".",".",".","."]
["24.27.10.18",41303.816342592596,30.320495605468999,-97.875900268555,"SAT",1300,89,"Half A's and half B's","Male",3,16,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","No","Yes","No",2012,"78620",3,"Texas State University","78666",29.346118561319997,1035,56,-33,"The University of Texas at Austin","78712",29.15038663647,1260,86,-3,"The University of Texas at San Antonio","78249",68.166905027759995,1050,57,-32,".",".",".",".",".",".",".",".",".",".",".",".","No","Texas State University",29.346118561319997,-33,"The University of Texas at Austin",29.15038663647,-3,"The University of Texas at San Antonio",68.166905027759995,-32,".",".",".",".",".",".","The University of Texas at Austin",29.15038663647,-3,3,"Close to home ","No","Neither agree nor disagree","Neither agree nor disagree","Strongly agree","Neither agree nor disagree","no","Strongly agree","Strongly agree","Neither agree nor disagree","Strongly agree","no","Strong influence","Strong influence","Moderate influence","Strong influence","Strong influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["69.23.39.56",41299.428449074076,38.00520324707,-84.983001708984006,"Both",1000,49,"Half A's and half B's","Female",8,24,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2010,"40342",3,"Kentucky State University","40601",23.792924236289998,785.5,15,-34,"Northern Kentucky University","41099",113.32194940506,990,47,-2,"University Of Kentucky","40506",37.391632729439998,1115,69,20,".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",23.792924236289998,".",".",113.32194940506,".","University Of Kentucky",37.391632729439998,20,".",".",".",".",".",".","University Of Kentucky",37.391632729439998,20,3,"Close to my family, exceptional programs","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Moderate influence","Strong influence","Minimal influence","Minimal influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["73.252.59.190",41298.295624999999,32.520599365233998,-92.106597900390994,"ACT",1110,67,"Half A's and half B's","Male",4,12,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","No",2015,"71201",3,"University of Louisiana at Monroe","71209",2.1058269629099997,1050,57,-10,"Louisiana Tech University","71272",34.341321557729998,1065,61,-6,"Louisiana State University and Agricultural & Mechanical College","70803",190.48444515045,1135,71,4,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Louisiana at Monroe",2.1058269629099997,-10,".",34.341321557729998,".","Louisiana State University and Agricultural & Mechanical College",190.48444515045,4,".",".",".",".",".",".","University of Louisiana at Monroe",2.1058269629099997,-10,3,"Staying close to my family was the biggest priority of mine.","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","1-3 hours drive","Yes","No","Yes","Yes","No","Yes","Slightly important","Yes","Yes",".",".",".","."]
["38.125.36.194",41298.377696759257,40.733001708983998,-74.007797241210994,"Both",1400,96,"Mostly A's","Male",4,16,1991,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,1,"Yes","No","No","Yes","No",2009,"80134",3,"New York University","10012",1770.1193714598899,1355,94,-2,"Johns Hopkins University","21218",1639.6432276124999,1415,96,0,"University Of Colorado Boulder","80309",55.410154497059999,1170,76,-20,".",".",".",".",".",".",".",".",".",".",".",".","No","New York University",1770.1193714598899,-2,".",1639.6432276124999,".","University Of Colorado Boulder",55.410154497059999,-20,".",".",".",".",".",".","New York University",1770.1193714598899,-2,".","I wanted to try going to a school in a big city.","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","Minimal influence","No influence","No influence","Commute","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","No","Moderately important","No","Yes",".",".",".","."]
["32.216.190.246",41299.419629629629,41.700805664062003,-72.138900756835994,"SAT",800,17,"Half A's and half B's","Male",4,6,1992,"Yes","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","Yes",".","Yes",2010,"06033",3,"University Of Connecticut","06269",22.273050305549997,1230,83,66,"Central Connecticut State University","06050",19.70243769252,1005,50,33,"Texas A & M University-College Station","77843",1758.1020526452899,1180,77,60,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Connecticut",22.273050305549997,66,"Central Connecticut State University",19.70243769252,33,".",1758.1020526452899,".",".",".",".",".",".",".","University Of Connecticut",22.273050305549997,66,1,"Order and cleanliness. I like a college to look pristine and well kept.","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Minimal influence","No influence","No influence","Commute","Very important","1-3 hours drive","No","No","No",".",".",".","Extremely important","Yes","Yes","Central Connecticut State University","Manchester Community College",".","."]
["130.49.88.67",41301.405011574076,40.43440246582,-80.024803161620994,"SAT",1230,83,"Half A's and half B's","Male",7,25,1997,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2015,"18020",3,"University of Pittsburgh-Pittsburgh Campus","15260",290.49165269618999,1255,86,3,"Lock Haven University","17745",174.10137235490998,935,38,-45,"Clarkson University","13699",335.04645250394998,1187.5,78,-5,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Pittsburgh-Pittsburgh Campus",290.49165269618999,3,"Lock Haven University",174.10137235490998,-45,"Clarkson University",335.04645250394998,-5,".",".",".",".",".",".","University of Pittsburgh-Pittsburgh Campus",290.49165269618999,3,5,"The feeling of the campus. This includes the academic opportunities that would be offered along with the community.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Very strong influence","Very strong influence",".","Live on/near campus","Slightly important","3+ hours drive","No","Unsure","No","No","Yes","No","Very important","Yes","Yes",".",".",".","."]
["98.181.6.184",41298.301053240742,30.429794311523001,-90.89990234375,"ACT",1510,99,"Mostly A's","Female",6,18,1994,"Yes","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2012,"70726",3,"Louisiana State University and Agricultural & Mechanical College","70803",22.965257811209998,1135,71,-28,"Rice University","77005",295.26999714728998,1460,98,-1,"The University of Texas at Austin","78712",455.20907733971995,1260,86,-13,".",".",".",".",".",".",".",".",".",".",".",".","Yes",".",22.965257811209998,".",".",295.26999714728998,".","The University of Texas at Austin",455.20907733971995,-13,".",".",".",".",".",".","The University of Texas at Austin",455.20907733971995,-13,7,"Location, academics, sports","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["72.189.0.202",41297.263020833336,28.531097412108998,-80.85230255127,"SAT",1420,96,"Mostly A's","Male",3,22,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2013,"32780",3,"University Of Florida","32611",150.8999934915,1265,87,-9,"University Of Central Florida","32816",27.70631999091,1180,77,-19,"University of Wisconsin-Madison","53706",1348.4898145989598,1280,88,-8,".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Florida",150.8999934915,-9,"University Of Central Florida",27.70631999091,-19,"University of Wisconsin-Madison",1348.4898145989598,-8,".",".",".",".",".",".","University of Wisconsin-Madison",1348.4898145989598,-8,3,"Programs offered and academic rating.","No","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","Somewhat disagree","Liked the choices I made and the programs they offered.",".",".",".",".",".","Strong influence","Strong influence","Minimal influence","Moderate influence",".","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","No","No","Slightly important","Yes","No",".",".",".","."]
["96.33.12.80",41297.265451388892,36.300003051757997,-82.382400512695,"Both",1260,86,"Mostly A's","Male",6,5,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","No","Yes","No",2010,"37659",3,"East Tennessee State University","37614",9.5790582650399987,995,49,-37,"The University of Tennessee-Knoxville","37996",98.693007478889996,1165,76,-10,"University of North Carolina at Chapel Hill","27599",229.43509819559998,1305,90,4,".",".",".",".",".",".",".",".",".",".",".",".","No","East Tennessee State University",9.5790582650399987,-37,"The University of Tennessee-Knoxville",98.693007478889996,-10,"University of North Carolina at Chapel Hill",229.43509819559998,4,".",".",".",".",".",".","University of North Carolina at Chapel Hill",229.43509819559998,4,5,"Cost.","No","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree","No.","Somewhat agree","Somewhat disagree","Somewhat disagree","Somewhat disagree","No.","Moderate influence","Moderate influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["131.212.248.6",41299.647430555553,44.97590637207,-93.216598510742003,"ACT",1340,92,"Mostly A's","Male",11,30,1992,"No","Asian (including Indian subcontinent and Philippines)","No",".",5,0,1,"Yes","No","No","Yes","No",2011,"55420",3,"Gustavus Adolphus College","56082",63.553223942009993,1210,81,-11,"University of Minnesota-Twin Cities","55455",13.846635597959999,1300,89,-3,"Carleton College","55057",34.941566127270001,1430,97,5,".",".",".",".",".",".",".",".",".",".",".",".","Yes","Gustavus Adolphus College",63.553223942009993,-11,".",13.846635597959999,".",".",34.941566127270001,".",".",".",".",".",".",".","Gustavus Adolphus College",63.553223942009993,-11,2,"Could I see myself living there? Was the education going to be exciting and fun? Was the food good?","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Very strong influence","Minimal influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","Unsure","No","Yes","Yes","Unsure","No","Extremely important","Yes","Yes",".",".",".","."]
["68.134.232.217",41297.439652777779,39.436294555663999,-76.638900756835994,"SAT",1600,99,"Mostly A's","Male",8,12,1993,"No","White (including Middle Eastern)","No",".",7,0,1,"No","Yes","Yes",".","Yes",2010,"20742",13,"University of Maryland-College Park","20742",0,1310,90,-9,".",".",".",".",".",".","California Institute Of Technology","91125",2629.72676119065,1545,99,0,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Maryland-College Park",0,-9,".",".",".","California Institute Of Technology",2629.72676119065,0,".",".",".",".",".",".","University of Maryland-College Park",0,-9,3,"The programs for computer science, physics and Mathematics. I Wanted to do my degree in Mathematics, Computer science with a minor in Physics so having the best programs was my first priority. ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["216.249.144.26",41298.51295138889,36.635498046875,-88.282997131347997,"ACT",1190,78,"Half A's and half B's","Female",2,24,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","No",2012,"42066",2,"Western Kentucky University","42101",170.14572335936998,990,47,-31,"Tennessee State University","37209",147.14566876152,868,26,-52,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Western Kentucky University",170.14572335936998,-31,"Tennessee State University",147.14566876152,-52,".",".",".",".",".",".",".",".",".","Western Kentucky University",170.14572335936998,-31,1,"The location","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","no","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","no","Moderate influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","Unsure","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["75.70.68.214",41300.447094907409,39.569000244141002,-104.85820007324,"ACT",1380,95,"Mostly B's","Male",1,5,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","No","No","No",2014,"14063",2,"Erie Community College","14203",51.091624726559999,"Nonsel","Nonsel",-45,"SUNY Buffalo State","14222",53.2452972711,975,45,-50,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Erie Community College",51.091624726559999,-45,".",53.2452972711,".",".",".",".",".",".",".",".",".",".","Erie Community College",51.091624726559999,-45,2,"Which ever college accepted me.","No","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree","I had the money but poor grades and not any major connections at any prestigious colleges.",".",".",".",".",".","No influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["24.196.74.10",41298.695439814815,42.712997436522997,-88.542900085449006,"ACT",1380,95,"Mostly A's","Male",1,27,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2013,"53149",2,"Carroll University","53186",15.40565591367,1090,64,-31,"University of Wisconsin-Milwaukee","53201",29.805311870729998,1030,54,-41,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Carroll University",15.40565591367,-31,"University of Wisconsin-Milwaukee",29.805311870729998,-41,".",".",".",".",".",".",".",".",".","Carroll University",15.40565591367,-31,2,"the size and the atmosphere.  I wanted something small and comfortable","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","i knew I wanted to go to a local college","Strongly agree","Strongly agree","Somewhat disagree","Somewhat disagree","no","Very strong influence","No influence","Very strong influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","Yes","Moderately important","Yes","Yes",".",".",".","."]
["129.120.84.108",41296.437962962962,33.214797973632997,-97.133102416992003,"SAT",1280,88,"Half A's and half B's","Male",7,2,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","Yes",2011,"76018",2,"University of North Texas","76203",51.43151476749,1105,67,-21,"The University of Texas at Arlington","76013",8.2244690708399997,1080,62,-26,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of North Texas",51.43151476749,-21,"The University of Texas at Arlington",8.2244690708399997,-26,".",".",".",".",".",".",".",".",".","University of North Texas",51.43151476749,-21,1,"I went where all of my friends went","No","Strongly agree","Strongly disagree","Strongly disagree","Neither agree nor disagree",".",".",".",".",".",".","No influence","No influence","Very strong influence","No influence","No influence","Live on/near campus","Extremely important","1-3 hours drive","No","No","No",".",".",".","Not at all important","Yes","Yes","TCC","NCTC",".","."]
["24.252.216.72",41297.421817129631,32.217895507812003,-110.96859741211,"Both",1350,93,"Half A's and half B's","Male",6,1,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","Yes",2013,"85745",2,"University of Pittsburgh-Pittsburgh Campus","15260",2065.1370919040401,1255,86,-7,"University Of Arizona","85721",13.364451554519999,1106.5,67,-26,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Pittsburgh-Pittsburgh Campus",2065.1370919040401,-7,"University Of Arizona",13.364451554519999,-26,".",".",".",".",".",".",".",".",".","University of Pittsburgh-Pittsburgh Campus",2065.1370919040401,-7,2,"Programs, close to family, love of the surrounding city.","No","Strongly agree","Somewhat disagree","Strongly agree","Somewhat agree",".","Strongly agree","Strongly agree","Somewhat disagree","Strongly disagree",".","Strong influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Very important","flying distance/distance was not a concern","No","No","No",".",".",".","Not at all important","Yes","No","University of Arizona",".",".","."]
["73.246.6.245",41297.710358796299,42.232498168945,-87.963401794434006,"Both",1410,96,"Half A's and half B's","Male",7,24,1994,"No","White (including Middle Eastern)","No",".",6,0,1,"No","Yes","No","Yes","No",2012,"60010",3,"Columbia College-Chicago","60605",38.575966217579996,1037,56,-40,"Depaul University","60604",38.144113240529997,1155,74,-22,"The Illinois Institute of Art-Chicago","60654",36.686376428789998,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Columbia College-Chicago",38.575966217579996,-40,"Depaul University",38.144113240529997,-22,"The Illinois Institute of Art-Chicago",36.686376428789998,".",".",".",".",".",".",".","Columbia College-Chicago",38.575966217579996,-40,3,"I preferred Columbia College Chicago's curriculum over the other two colleges I was choosing from. Location was also a factor.","No","Neither agree nor disagree","Somewhat agree","Strongly agree","Strongly disagree","There weren't any other reasons why I decided not to apply to a prestigious school.","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree","No, the desire to be close to my friends and family were the only real reasons.","Strong influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","No","No","No",".",".",".","Moderately important","No","No",".",".",".","."]
["174.71.35.52",41297.707673611112,41.299301147461001,-96.166603088379006,"ACT",1030,54,"Half B's and half C's","Male",4,12,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","No",2014,"68106",2,"University Of Nebraska At Omaha","68182",2.5414081670999997,1070,61,7,"University of Nebraska-Lincoln","68588",54.580002587219994,1170,76,22,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University Of Nebraska At Omaha",2.5414081670999997,7,".",54.580002587219994,".",".",".",".",".",".",".",".",".",".","University Of Nebraska At Omaha",2.5414081670999997,7,2,"How comfortable i felt on campus and how good the programs i was interested in were at the particular college. ","No","Somewhat agree","Somewhat disagree","Strongly agree","Strongly agree","I just am not really interested in any of those colleges ","Somewhat agree","Strongly agree","Somewhat agree","Somewhat agree",".","Strong influence","Moderate influence","Strong influence","Minimal influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["67.171.34.161",41299.646134259259,47.673797607422003,-122.34190368652,"SAT",1150,73,"Half A's and half B's","Female",7,10,1992,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","No","Yes","No",2011,"83702",2,"Boise State University","83725",5.3810745054,1035,56,-17,"University of Washington-Seattle Campus","98195",501.20607967946995,1230,83,10,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Boise State University",5.3810745054,-17,"University of Washington-Seattle Campus",501.20607967946995,10,".",".",".",".",".",".",".",".",".","Boise State University",5.3810745054,-17,1,"Program I liked, prestige of program ","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","Too dog eat dog","Strongly agree","Strongly disagree","Strongly disagree","Strongly disagree","Cost","Very strong influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","No","Slightly important","Yes","Yes",".",".",".","."]
["216.15.59.152",41296.457337962966,38.914398193358998,-77.076301574707003,"Both",1200,79,"Mostly A's","Male",12,25,1992,"No","White (including Middle Eastern)","Yes",3,6,0,1,"Yes","Yes","Yes",".","No",2010,"20904",2,"Towson University","21252",40.376078555009997,1080,62,-17,"University of Maryland-College Park","20742",6.6747693229799996,1310,90,11,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Towson University",40.376078555009997,-17,".",6.6747693229799996,".",".",".",".",".",".",".",".",".",".","Towson University",40.376078555009997,-17,1,"Cheap tuition. I wanted to save money. Also, good programs. I wanted my area of specialty to be covered. ","Yes",".",".",".",".",".",".",".",".",".",".","Very strong influence","Very strong influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes",".",".",".","."]
["138.9.24.184",41299.41578703704,37.981094360352003,-121.30799865723,"ACT",1260,86,"Mostly A's","Female",4,15,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2010,"93720",1,"Fresno Pacific University","93702",11.047979758199999,990,47,-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Fresno Pacific University",11.047979758199999,-39,".",".",".",".",".",".",".",".",".",".",".",".","Fresno Pacific University",11.047979758199999,-39,1,"A welcoming environment, alignment with my beliefs and values, and affordability. ","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","No. ","Strongly agree","Strongly agree","Strongly disagree","Somewhat agree","No. ","Strong influence","Strong influence","Strong influence","No influence","No influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["75.169.221.97",41300.837175925924,40.657592773437997,-111.88400268555,"ACT",1340,92,"Mostly B's","Female",12,20,1996,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","Yes",2015,"84094",1,"Utah Valley University","84058",28.233242760029999,990,47,-45,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Utah Valley University",28.233242760029999,-45,".",".",".",".",".",".",".",".",".",".",".",".","Utah Valley University",28.233242760029999,-45,1,"location and affordability","No","Strongly disagree","Strongly agree","Strongly agree","Strongly agree",".","Somewhat disagree","Neither agree nor disagree","Somewhat agree","Strongly disagree",".","Moderate influence","No influence","Minimal influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","No","No","Very important","Yes","Yes","Salt Lake Community College",".",".","."]
["207.255.1.98",41301.380162037036,40.417098999022997,-78.489898681640994,"SAT",1120,69,"Half A's and half B's","Male",1,3,1996,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2014,"16057",1,"Slippery Rock University of Pennsylvania","16057",0,1005,50,-19,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Slippery Rock University of Pennsylvania",0,-19,".",".",".",".",".",".",".",".",".",".",".",".","Slippery Rock University of Pennsylvania",0,-19,1,"It was in my hometown and I could keep my expenses to a minimum by living at home and keeping my job that I worked on weekends.","No","Neither agree nor disagree","Neither agree nor disagree","Somewhat agree","Somewhat disagree","Only had plans of attended just the one school all along.","Strongly agree","Strongly agree","Strongly agree","Neither agree nor disagree","it has kept my debt to a bare minimum","Minimal influence","Minimal influence","Moderate influence","Moderate influence","Moderate influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Unsure","Unsure","No","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["71.211.109.124",41303.809525462966,33.352798461913999,-111.78900146484,"SAT",950,40,"Mostly A's","Male",2,20,1995,"Yes","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","Yes",2011,"85286",1,"Liberty University","24515",2125.4666421123297,1020,52,12,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Liberty University",2125.4666421123297,12,".",".",".",".",".",".",".",".",".",".",".",".","Liberty University",2125.4666421123297,12,2,"Aviation and fly opportunties","No","Strongly disagree","Strongly agree","Somewhat agree","Strongly disagree","Too expensive, and they did not offer my degree program","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree",".","Very strong influence","Very strong influence","Very strong influence",".","Strong influence","Commute","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Extremely important","No","Yes","Chandler Gilberty Community College",".",".","."]
["173.26.223.117",41303.814560185187,38.881698608397997,-92.402000427245994,"ACT",1380,95,"Mostly A's","Female",7,7,1991,"No","Asian (including Indian subcontinent and Philippines),White (including Middle Eastern)","Yes",4,7,0,1,"Yes","Yes","No","Yes","No",2009,"63701",1,"Southeast Missouri State University","63701",0,1022.5,52,-43,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Southeast Missouri State University",0,-43,".",".",".",".",".",".",".",".",".",".",".",".","Southeast Missouri State University",0,-43,2,"Price, quality of program I was interested in, and financial aid. Financial aid was the most important - if I could get a scholarship(s), I was more likely to want to attend the school, so I wouldn't have to rely on my parents for financial help.","No","Neither agree nor disagree","Strongly agree","Somewhat agree","Strongly disagree","It was almost entirely related to cost.","Somewhat agree","Strongly agree","Strongly disagree","Somewhat agree","I wanted to live in an area I was already familiar with. I felt that living close to my home would leave me feeling less stressed and more able to focus on my studies.","Strong influence","Minimal influence","Moderate influence","Minimal influence",".","Commute","Moderately important","1-3 hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["24.21.67.221",41296.756562499999,45.630004882812003,-122.51989746094,"SAT",1350,93,"Half A's and half B's","Male",11,2,1992,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","No","Yes","Yes",2010,"98665",1,"Washington State University","99164",357.13433419487995,1030,54,-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Washington State University",357.13433419487995,-39,".",".",".",".",".",".",".",".",".",".",".",".","Washington State University",357.13433419487995,-39,1,"I just wanted something close to home so I could save money and live at home while finishing my education. It was a choice between that or moving up to the seattle area and living in dorms. I had too many friends and good things in this area to leave for that long though.","No","Somewhat disagree","Somewhat agree","Somewhat agree","Strongly disagree","Nothing comes to mind.","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree","Nothing comes to mind.","Minimal influence","Minimal influence","Moderate influence","Minimal influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes","Clark College",".",".","."]
["73.132.86.105",41298.654108796298,39.44059753418,-77.813697814940994,"SAT",1320,91,"Mostly B's","Male",4,21,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","No","Yes","No",2011,"25443",1,"West Virginia University","26506",154.37780804193,1035,56,-35,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","West Virginia University",154.37780804193,-35,".",".",".",".",".",".",".",".",".",".",".",".","West Virginia University",154.37780804193,-35,1,"Cost of admission; West Virginia University allowed me to have in-state tuition, and I had a scholarship that was contingent on me going to an in-state school.  I also wanted to go to a larger university and didn't want to be too close to home.","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree",".","Somewhat agree","Strongly agree","Neither agree nor disagree","Somewhat agree",".","Minimal influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","Unsure","No","Yes","Yes","Yes","Extremely important","Yes","Yes",".",".",".","."]
["75.169.196.55",41299.787962962961,40.658294677733998,-111.92310333252,"ACT",870,26,"Half A's and half B's","Female",9,25,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","Yes",2010,"83472",1,"Boise State University","83725",0,1035,56,30,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Boise State University",0,30,".",".",".",".",".",".",".",".",".",".",".",".","Boise State University",0,30,1,"Cost, housing, programs, transportation","No","Strongly disagree","Strongly agree","Neither agree nor disagree","Somewhat agree","Money, poor ACT score",".",".",".",".",".","Very strong influence","No influence","Moderate influence","Minimal influence",".","Live on/near campus","Slightly important","flying distance/distance was not a concern","Yes","Yes","Yes","Yes","Yes","Yes","Extremely important","Yes","Yes","Idaho State University","Utah State University","University of Utah","."]
["147.0.128.250",41298.306759259256,43.048202514647997,-88.087898254395,"ACT",1150,73,"Half B's and half C's","Male",1,6,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2012,"44483",1,"Kent State University at Kent","44242",34.813563662130001,1040,56,-17,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Kent State University at Kent",34.813563662130001,-17,".",".",".",".",".",".",".",".",".",".",".",".","Kent State University at Kent",34.813563662130001,-17,1,"Comfort, mostly. ","No","Somewhat agree","Somewhat disagree","Somewhat agree","Somewhat disagree","nope","Somewhat agree","Strongly agree","Somewhat disagree","Somewhat disagree","nope","Very strong influence","No influence","No influence","No influence","No influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Slightly important","Yes","No",".",".",".","."]
["65.36.20.72",41299.658148148148,31.478897094726999,-97.092597961425994,"ACT",1260,86,"Mostly A's","Female",12,13,1994,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","No","Yes","Yes",2011,"44321",1,"University of Akron Main Campus","44325",9.5430187360199987,1060,59,-27,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of Akron Main Campus",9.5430187360199987,-27,".",".",".",".",".",".",".",".",".",".",".",".","University of Akron Main Campus",9.5430187360199987,-27,1,"Being close to home, as I was going to be enrolled in both high school and college. ","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","Moderate influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","No","Yes","Yes","Yes","Yes","Yes","Moderately important","Yes","Yes","Baylor University",".",".","."]
["158.145.240.113",41299.663298611114,58.581298828125,-134.7698059082,"Both",1300,89,"Half A's and half B's","Female",4,6,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"No","No","Yes",".","Yes",2013,"99801",1,"University of Nevada-Reno","89557",2504.4620575137897,1075,62,-27,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of Nevada-Reno",2504.4620575137897,-27,".",".",".",".",".",".",".",".",".",".",".",".","University of Nevada-Reno",2504.4620575137897,-27,8,"Whether or not they had health science programs, whether or not they were part of the WUE program, campus life as well as location to some family members","No","Strongly disagree","Neither agree nor disagree","Neither agree nor disagree","Somewhat disagree","I didn't want to apply to an \"elite\" university because I knew how difficult it was to get in and with my test scores it was unlikely. I also wasn't really fond on the idea of attending a school with such high expectations. ",".",".",".",".",".","Moderate influence","Minimal influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Unsure","Yes","No","Unsure","Yes","No","Moderately important","Yes","Yes","University of Alaska Southeast ",".",".","."]
["50.38.71.16",41299.767002314817,43.204895019531001,-124.12200164795,"ACT",1260,86,"Half A's and half B's","Male",8,27,1992,"No","American Indian or Alaska Native (including all Original Peoples of the Americas),White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2011,"62236",1,"Missouri State University-Springfield","65897",217.97204248247999,1085,64,-22,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Missouri State University-Springfield",217.97204248247999,-22,".",".",".",".",".",".",".",".",".",".",".",".","Missouri State University-Springfield",217.97204248247999,-22,3,"program. need my major","No","Somewhat agree","Somewhat agree","Neither agree nor disagree","Somewhat agree",".",".",".",".",".",".","Very strong influence","Strong influence","Strong influence","Minimal influence","Moderate influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["172.14.33.236",41299.688159722224,38.005096435547003,-121.83869934082,"SAT",1220,82,"Half A's and half B's","Female",6,2,1996,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2014,"00",1,"San Diego State University","92182",2234.71612473813,1090,64,-18,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","San Diego State University",2234.71612473813,-18,".",".",".",".",".",".",".",".",".",".",".",".","San Diego State University",2234.71612473813,-18,1,"Campus life and the academic program I wanted. ","No","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree","I did not have the grades to apply to an elite school ",".",".",".",".",".","Very strong influence","Strong influence","Very strong influence","Minimal influence","Minimal influence","Live on/near campus","Moderately important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["64.62.175.58",41301.437696759262,37.549697875977003,-121.96209716797,"Both",1350,93,"Half A's and half B's","Male",10,28,1992,"No","Black or African American (including Africa and Caribbean)","No",".",false,0,1,"Yes","Yes","Yes",".","No",2010,"98387",1,"Pacific Lutheran University","98447",5.7445766515500001,1100,65,-28,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Pacific Lutheran University",5.7445766515500001,-28,".",".",".",".",".",".",".",".",".",".",".",".","Pacific Lutheran University",5.7445766515500001,-28,5,"My considerations were whether this college fulfills my essential expectations as far as i can tell. While some things on this list were not to be essential for me, i made sure my decision to go to college  at least fulfilled the essentials for me. Further, I checked whether the school had a club or organization i wanted to be a part of. This included a religious group on campus and intramural sports. \n","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","Moderate influence","Very strong influence","Strong influence","Very strong influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["74.129.170.75",41298.51599537037,38.016098022461001,-84.605903625487997,"SAT",1250,85,"Mostly B's","Female",7,5,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2015,"40508",1,"University of Kentucky","40506",2.9539986372599998,1115,69,-16,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University of Kentucky",2.9539986372599998,-16,".",".",".",".",".",".",".",".",".",".",".",".","University of Kentucky",2.9539986372599998,-16,1,"Close to home","No","Somewhat disagree","Strongly disagree","Strongly disagree","Somewhat disagree","no-",".",".",".",".",".","Very strong influence","Moderate influence","Minimal influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["35.8.184.43",41300.351226851853,42.728302001952997,-84.48819732666,"ACT",1220,82,"Half A's and half B's","Female",1,12,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2012,"48138",1,"Michigan State University","48824",101.89990419047999,1120,69,-13,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Michigan State University",101.89990419047999,-13,".",".",".",".",".",".",".",".",".",".",".",".","Michigan State University",101.89990419047999,-13,".","To be honest, I didn't really think about it too much. I applied (and eventually attended) to the university that my brother was studying at. I had heard good things about the school from him and decided that I wanted to study there.","No","Strongly agree","Somewhat agree","Strongly disagree","Somewhat disagree","I didn't feel like putting in the effort to apply to additional colleges - elite or not.",".",".",".",".",".","Very strong influence","Minimal influence","Minimal influence","Moderate influence",".","Live on/near campus","Slightly important","3+ hours drive","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["97.80.219.8",41297.547638888886,34.53889465332,-86.87329864502,"ACT",1340,92,"Half A's and half B's","Male",7,23,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","No",2015,"35613",1,"University of Alabama at Birmingham","35294",97.001013728519993,1165,76,-16,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","University of Alabama at Birmingham",97.001013728519993,-16,".",".",".",".",".",".",".",".",".",".",".",".","University of Alabama at Birmingham",97.001013728519993,-16,1,"Nothing really","No","Somewhat agree","Neither agree nor disagree","Somewhat agree","Neither agree nor disagree",".","Somewhat agree","Neither agree nor disagree","Strongly disagree","Neither agree nor disagree",".","Moderate influence","Moderate influence","Strong influence","Minimal influence","Moderate influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["64.62.175.90",41298.298564814817,37.549697875977003,-121.96209716797,"SAT",1200,79,"Half A's and half B's","Female",7,29,1992,"No","Black or African American (including Africa and Caribbean)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2013,"95501",1,"Auburn University","36849",2692.6642062833698,1165,76,-3,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Auburn University",2692.6642062833698,-3,".",".",".",".",".",".",".",".",".",".",".",".","Auburn University",2692.6642062833698,-3,3,"affordaility","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","no","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","no","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["23.255.203.111",41300.775439814817,39.057205200195,-94.593299865722997,"ACT",1420,96,"Half A's and half B's","Male",2,8,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","No","Yes","No",2009,"68512",1,"University Of Nebraska-Lincoln","68588",5.5942048235699993,1170,76,-20,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","University Of Nebraska-Lincoln",5.5942048235699993,-20,".",".",".",".",".",".",".",".",".",".",".",".","University Of Nebraska-Lincoln",5.5942048235699993,-20,1,"It was in my hometown and I love Nebraska. ","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","Nope","Strongly disagree","Strongly agree","Strongly disagree","Strongly disagree","Nope","Minimal influence","No influence","Strong influence","No influence","No influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["128.194.190.112",41300.46837962963,30.652099609375,-96.341003417969006,"ACT",1380,95,"Mostly A's","Male",11,10,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2010,"76501",1,"Texas A & M University-College Station","77843",75.488521759530002,1180,77,-18,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Texas A & M University-College Station",75.488521759530002,-18,".",".",".",".",".",".",".",".",".",".",".",".","Texas A & M University-College Station",75.488521759530002,-18,1,"Family tradition","No","Strongly disagree","Somewhat agree","Strongly disagree","Strongly disagree","I had no desire to go anywhere other than Texas A&M",".",".",".",".",".","Very strong influence","Strong influence","No influence","No influence","No influence","Live on/near campus","Slightly important","1-3 hours drive","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["108.237.224.95",41303.294849537036,30.651794433593999,-95.554298400879006,"SAT",1200,79,"Mostly A's","Female",1,10,1997,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2016,"77303",1,"Texas A & M University-College Station","77843",70.488969164789992,1180,77,-2,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Texas A & M University-College Station",70.488969164789992,-2,".",".",".",".",".",".",".",".",".",".",".",".","Texas A & M University-College Station",70.488969164789992,-2,2,"Quality of education","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","No","Strongly agree","Strongly agree","Strongly disagree","Strongly disagree","It's the college my parents attended","Strong influence","Strong influence","Strong influence","Strong influence",".","Commute","Slightly important","1-3 hours drive","No","No","No",".",".",".","Moderately important","Yes","No",".",".",".","."]
["128.210.107.25",41298.429756944446,40.425903320312003,-86.908096313477003,"SAT",1440,97,"Mostly A's","Male",12,1,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2011,"47971",1,"Purdue University-Main Campus","47907",20.241787885439997,1200,79,-18,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Purdue University-Main Campus",20.241787885439997,-18,".",".",".",".",".",".",".",".",".",".",".",".","Purdue University-Main Campus",20.241787885439997,-18,1,"Close to home, good CS program, affordable.","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","No","Somewhat agree","Neither agree nor disagree","Somewhat disagree","Somewhat disagree",".","Very strong influence","Minimal influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","&lt;1 hour drive (commuting distance)","Yes","No","Yes","Yes","Yes","No","Very important","Yes","Yes",".",".",".","."]
["72.23.224.231",41303.482708333337,41.166000366211001,-80.061500549315994,"ACT",1220,82,"Half A's and half B's","Male",9,28,1996,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2015,"15017",1,"Grove City College","16127",73.457880710609999,1206.5,81,-1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Grove City College",73.457880710609999,-1,".",".",".",".",".",".",".",".",".",".",".",".","Grove City College",73.457880710609999,-1,1,"Christian Conservative School","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","1-3 hours drive","No","Yes","Unsure","Yes","Yes","No","Not at all important","Yes","No",".",".",".","."]
["141.219.211.219",41301.379745370374,47.154403686522997,-88.647102355957003,"ACT",1260,86,"Mostly A's","Male",12,2,1996,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","Yes",".","No",2015,"48642",1,"Michigan Technological University","49931",437.27568342512996,1215,82,-4,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Michigan Technological University",437.27568342512996,-4,".",".",".",".",".",".",".",".",".",".",".",".","Michigan Technological University",437.27568342512996,-4,1,"Campus Community - I really liked the learning environment of MTU and the location was just fantastic.","No","Strongly agree","Strongly agree","Somewhat disagree","Strongly disagree","No",".",".",".",".",".","Moderate influence","No influence","No influence","Minimal influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","No","No","Yes","Yes","Yes","No","Moderately important","Yes","Yes",".",".",".","."]
["24.219.192.102",41299.413993055554,37.266906738281001,-80.432502746582003,"SAT",1210,81,"Mostly A's","Male",5,7,1995,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","Yes","Yes",".","No",2013,"20147",1,"Virginia Polytechnic Institute and State University","24061",250.01118378125997,1220,82,1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Virginia Polytechnic Institute and State University",250.01118378125997,1,".",".",".",".",".",".",".",".",".",".",".",".","Virginia Polytechnic Institute and State University",250.01118378125997,1,2,"price, location, alumni","No","Somewhat agree","Neither agree nor disagree","Neither agree nor disagree","Neither agree nor disagree",".",".",".",".",".",".","Moderate influence","Strong influence","Strong influence","Strong influence",".","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["65.112.8.78",41297.542650462965,42.358200073242003,-71.05069732666,"SAT",1530,99,"Mostly A's","Male",8,27,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2011,"98296",1,"Brigham Young University-Provo","84602",907.24916161043996,1255,86,-13,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Brigham Young University-Provo",907.24916161043996,-13,".",".",".",".",".",".",".",".",".",".",".",".","Brigham Young University-Provo",907.24916161043996,-13,1,"I was planning on doing a 2 year church mission, so I wanted a school that would let me defer enrollment. Cost was an important factor too. I considered going the \"elite\" route but ultimately decided against it. I had family at the school I decided to attend.","No","Somewhat agree","Somewhat agree","Somewhat disagree","Strongly disagree","I thought that if I got in, I would be pressured to go there by everyone who heard and wouldn't be able to really make a good choice.",".",".",".",".",".","Moderate influence","Strong influence","Minimal influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","No","Yes","Yes","No","No","Very important","Yes","Yes",".",".",".","."]
["76.181.106.14",41297.462893518517,40.03450012207,-82.869499206542997,"ACT",1340,92,"Mostly A's","Male",12,17,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2015,"43224",1,"Ohio State University-Main Campus","43210",6.8046359016899993,1265,87,-5,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",6.8046359016899993,-5,".",".",".",".",".",".",".",".",".",".",".",".","Ohio State University-Main Campus",6.8046359016899993,-5,1,"My whole family went to OSU and that is always where I wanted to go. So I could stay close to my family.","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","no","Strongly agree","Neither agree nor disagree","Strongly disagree","Strongly disagree","no","Very strong influence","Very strong influence","No influence","No influence",".","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","No",".",".",".","."]
["68.142.177.148",41300.404537037037,35.227096557617003,-80.843101501465,"SAT",1430,97,"Mostly A's","Female",4,16,1992,"No","White (including Middle Eastern)","No",".",7,0,1,"Yes","No","No","Yes","No",2010,"23227",1,"College of William and Mary","23187",55.73388888705,1365,94,-3,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","College of William and Mary",55.73388888705,-3,".",".",".",".",".",".",".",".",".",".",".",".","College of William and Mary",55.73388888705,-3,2,"Campus, academic difficulty, ability of students to find jobs after college, athletics program, did they offer my major","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Minimal influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","Yes","Yes","Yes","No","Extremely important","Yes","Yes",".",".",".","."]
["100.36.54.231",41299.644050925926,38.908493041992003,-77.017700195312003,"SAT",1520,99,"Mostly A's","Female",9,2,1991,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","No","Yes","No",2009,"14853",1,"Cornell University","14853",0,1420,96,-3,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Cornell University",0,-3,".",".",".",".",".",".",".",".",".",".",".",".","Cornell University",0,-3,6,"Location, academic reputation, \"feeling\"","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Slightly important","flying distance/distance was not a concern","No","No","No",".",".",".","Slightly important","Yes","Yes",".",".",".","."]
["108.5.102.100",41303.79451388889,40.483200073242003,-74.288101196289006,"Both",1550,99,"Mostly A's","Male",10,16,1996,"No","White (including Middle Eastern)","No",".",7,0,1,"No","Yes","Yes",".","No",2015,"07945",1,"Princeton University","08544",35.879836624169997,1505,99,0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Princeton University",35.879836624169997,0,".",".",".",".",".",".",".",".",".",".",".",".","Princeton University",35.879836624169997,0,3,"Vibe, I want to feel good being there","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Moderate influence","Moderate influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","Yes","No","Yes","Yes","No","Not at all important","Yes","Yes",".",".",".","."]
["66.214.8.77",41297.260300925926,33.793395996093999,-118.12120056152,"Both",1500,99,"Mostly A's","Female",7,16,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2011,"90815",1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",1,"private ","No","Strongly disagree","Strongly disagree","Strongly agree","Neither agree nor disagree","no","Somewhat agree","Strongly agree","Somewhat agree","Neither agree nor disagree","no","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","1-3 hours drive","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["76.72.4.207",41300.326111111113,30.186996459961001,-92.077301025390994,"Both",1480,98,"Mostly A's","Male",5,7,1991,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","Yes",2012,"70506",1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",1,"One that focused on the field I wanted to go into","No","Strongly disagree","Strongly agree","Strongly agree","Neither agree nor disagree","No","Strongly agree","Strongly agree","Strongly disagree","Strongly agree","Convenience and cost","Moderate influence","No influence","No influence","No influence","No influence","Live on/near campus","Extremely important","&lt;1 hour drive (commuting distance)","Yes","No","No",".",".",".","Extremely important","Yes","Yes","University of Louisiana Lafayette","South Louisiana Community College",".","."]
["68.49.215.248",41300.407719907409,42.953598022461001,-85.657600402832003,"ACT",1070,61,"Half A's and half B's","Female",3,12,1996,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2014,"48045",1,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",5,"Scholarships \nLocation \nProgram ","No","Strongly agree","Strongly agree","Strongly disagree","Strongly agree",".",".",".",".",".",".","Moderate influence","No influence","No influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","Yes","Unsure","Yes","Yes","Yes","Yes","Very important","Yes","No",".",".",".","."]
["104.175.210.135",41296.744131944448,34.029098510742003,-118.39929962158,"SAT",1200,79,"Mostly A's","Male",5,27,1992,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","Yes",2010,"90064",1,"Santa Monica College","90405",4.7379553237499996,"Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Santa Monica College",4.7379553237499996,-29,".",".",".",".",".",".",".",".",".",".",".",".","Santa Monica College",4.7379553237499996,-29,1,"Class sizes and resources.","No","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","no","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat agree","no","Minimal influence","Minimal influence","Minimal influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","No","Yes","California State University-Dominguez Hills",".",".","."]
["50.240.2.125",41297.262800925928,30.658599853516002,-88.353500366210994,"ACT",1070,61,"Mostly A's","Male",11,21,1997,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","Yes",2007,"35603",1,"John C Calhoun State Community College","35671",13.48686167895,"Nonsel","Nonsel",-11,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","John C Calhoun State Community College",13.48686167895,-11,".",".",".",".",".",".",".",".",".",".",".",".","John C Calhoun State Community College",13.48686167895,-11,1,"I wanted it to be close to home.","No","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","I did not see the advantage at the time.","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree","It was more affordable and my siblings had done that.","Very strong influence","No influence","No influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","No","Yes","University of South Alabama",".",".","."]
["68.196.201.249",41297.26116898148,40.933502197266002,-73.010597229004006,"Both",1250,85,"Half A's and half B's","Male",6,28,1993,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","Yes",2013,"11772",1,"Suffolk County Community College","11784",12.139728939029999,"Nonsel","Nonsel",-35,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Suffolk County Community College",12.139728939029999,-35,".",".",".",".",".",".",".",".",".",".",".",".","Suffolk County Community College",12.139728939029999,-35,1,"Affordability. Not taking on debt in this economy.","No","Strongly disagree","Strongly agree","Strongly disagree","Strongly disagree","Money.",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","No","No","Not at all important","Yes","No","Stony Brook University",".",".","."]
["75.128.178.16",41297.425023148149,44.453201293945,-83.540901184082003,"ACT",1260,86,"Mostly A's","Female",5,16,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","Yes",2010,"48730",1,"Davenport University","49512",220.35810785208,"Nonsel","Nonsel",-36,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Davenport University",220.35810785208,-36,".",".",".",".",".",".",".",".",".",".",".",".","Davenport University",220.35810785208,-36,1,"I wanted to go to this college because I wanted to do the program for Registered Nurse. I heard it was one of the best for that.","No","Neither agree nor disagree","Neither agree nor disagree","Strongly agree","Strongly disagree","no","Strongly agree","Somewhat agree","Somewhat disagree","Strongly disagree","no","Moderate influence","No influence","No influence","Minimal influence","No influence","Live on/near campus","Very important","1-3 hours drive","Yes","No","Yes","Yes","Yes","No","Moderately important","Yes","No","Delta College This was during high school.","Alpena Community College This was during high school.",".","."]
["75.71.65.35",41297.556712962964,40.499893188477003,-105.26470184326,"SAT",1350,93,"Half A's and half B's","Male",2,15,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","Yes",2011,"91320",1,"Moorpark College","93021",16.33087761558,"Nonsel","Nonsel",-43,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Moorpark College",16.33087761558,-43,".",".",".",".",".",".",".",".",".",".",".",".","Moorpark College",16.33087761558,-43,2,"close to home","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Strong influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes","moorpark","butte community","chico","."]
["72.238.220.111",41297.723437499997,28.731292724608998,-81.515800476074006,"SAT",1200,79,"Mostly A's","Female",7,13,1992,"No","White (including Middle Eastern)","No",".",5,0,1,"No","No","Yes",".","No",2010,"17319",1,"Harrisburg Area Community College-Harrisburg","17110",16.75465276716,"Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Harrisburg Area Community College-Harrisburg",16.75465276716,-29,".",".",".",".",".",".",".",".",".",".",".",".","Harrisburg Area Community College-Harrisburg",16.75465276716,-29,1,"Price","No","Strongly disagree","Strongly disagree","Strongly agree","Strongly disagree","no","Strongly agree","Strongly agree","Strongly agree","Strongly agree","no","Minimal influence","No influence","Minimal influence","Minimal influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["162.198.41.4",41298.295925925922,26.348403930663999,-80.218696594237997,"SAT",1240,84,"Mostly B's","Male",5,17,1994,"No","White (including Middle Eastern)","No",".",7,0,1,"No","No","Yes",".","Yes",2011,"33434",1,"Palm Beach State College","33461",23.846983529819997,"Nonsel","Nonsel",-34,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Palm Beach State College",23.846983529819997,-34,".",".",".",".",".",".",".",".",".",".",".",".","Palm Beach State College",23.846983529819997,-34,2,"Distance","No","Strongly disagree","Strongly agree","Strongly agree","Strongly agree","No","Somewhat agree","Somewhat agree","Strongly disagree","Strongly disagree","No","No influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Extremely important","Yes","Yes","Florida Atlantic University",".",".","."]
["108.46.157.192",41298.384351851855,40.682601928711001,-73.467002868652003,"SAT",1500,99,"Half A's and half B's","Male",8,9,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","No",2012,"11758",1,"Island Drafting And Technical Institute","11701",3.3429770021999996,"Nonsel","Nonsel",-49,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Island Drafting And Technical Institute",3.3429770021999996,-49,".",".",".",".",".",".",".",".",".",".",".",".","Island Drafting And Technical Institute",3.3429770021999996,-49,3,"The facility, what I would get out of it.","No","Somewhat agree","Strongly agree","Strongly agree","Neither agree nor disagree",".","Strongly agree","Strongly agree","Somewhat agree","Strongly agree","Mostly less expensive","Moderate influence","Moderate influence","Minimal influence","Minimal influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["47.217.30.89",41298.505648148152,36.398101806641002,-97.966201782227003,"Both",1200,79,"Mostly C's","Male",9,16,1991,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2016,"75034",1,"Colorado Technical University-Colorado Springs","80907",715.20321065951998,"Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Colorado Technical University-Colorado Springs",715.20321065951998,-29,".",".",".",".",".",".",".",".",".",".",".",".","Colorado Technical University-Colorado Springs",715.20321065951998,-29,1,"Close to my house","No","Strongly agree","Neither agree nor disagree","Somewhat agree","Somewhat agree","Honestly didn't care","Strongly disagree","Strongly agree","Strongly disagree","Strongly disagree","None","No influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["69.123.49.117",41299.470289351855,40.877502441406001,-74.110496520995994,"SAT",900,31,"Mostly B's","Female",11,14,1995,"No","Black or African American (including Africa and Caribbean)","No",".",7,0,1,"Yes","Yes","Yes",".","Yes",2013,"07666",1,"Bergen Community College","07652",7.1842936987799995,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Bergen Community College",7.1842936987799995,0,".",".",".",".",".",".",".",".",".",".",".",".","Bergen Community College",7.1842936987799995,0,1,"Distance","No","Strongly agree","Somewhat disagree","Somewhat agree","Somewhat disagree",".","Somewhat agree","Strongly disagree","Strongly disagree","Strongly disagree",".","Very strong influence","Very strong influence","Moderate influence","Minimal influence",".","Commute","Very important","3+ hours drive","No","No","No",".",".",".","Slightly important","Yes","Yes","Southern Connecticut State Univ.",".",".","."]
["73.230.6.201",41299.646863425929,40.167999267577997,-76.609298706055,"SAT",1400,96,"Half B's and half C's","Male",1,20,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2015,"17601",1,"Harrisburg Area Community College Lancaster Campus",17602,8.3549570207399988,"Nonsel","Nonsel",-46,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","Yes","Harrisburg Area Community College Lancaster Campus",8.3549570207399988,-46,".",".",".",".",".",".",".",".",".",".",".",".","Harrisburg Area Community College Lancaster Campus",8.3549570207399988,-46,1,"Money. My parents said they'd pay for my education if I went to a community college","No","Strongly disagree","Strongly agree","Somewhat agree","Strongly disagree","no","Somewhat agree","Somewhat agree","Somewhat disagree","Strongly disagree","My parents are paying for it!","Very strong influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["76.2.2.86",41299.777291666665,45.614501953125,-121.84739685059,"SAT",1300,89,"Mostly A's","Female",5,22,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","Yes",2014,"97603",1,"Abdill Career College Inc","97504",83.964024791130001,"Nonsel","Nonsel",-39,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Abdill Career College Inc",83.964024791130001,-39,".",".",".",".",".",".",".",".",".",".",".",".","Abdill Career College Inc",83.964024791130001,-39,2,"proximity to home","No","Strongly agree","Somewhat agree","Strongly agree","Strongly disagree","no","Strongly agree","Strongly agree","Strongly disagree","Neither agree nor disagree","no","Very strong influence","No influence","Moderate influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","Yes","Yes","No","Yes","Yes","No","Extremely important","Yes","No","NA",".",".","."]
["71.85.45.171",41300.303460648145,45.735397338867003,-118.79769897461,"SAT",1450,97,"Mostly A's","Female",4,24,1997,"Yes","American Indian or Alaska Native (including all Original Peoples of the Americas)","Yes",6,5,0,1,"No","No","No","No","Yes",2014,"93534",1,"Antelope Valley College","93536",7.6024765096499998,"Nonsel","Nonsel",-47,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Antelope Valley College",7.6024765096499998,-47,".",".",".",".",".",".",".",".",".",".",".",".","Antelope Valley College",7.6024765096499998,-47,3,"Money. Parent couldn't afford to send me to a 4 year college\n","No","Somewhat disagree","Strongly agree","Somewhat agree","Somewhat disagree",".","Somewhat disagree","Somewhat agree","Somewhat agree","Somewhat disagree",".","No influence","No influence","Minimal influence","Moderate influence","Strong influence","Commute","Slightly important","1-3 hours drive","No","No","No",".",".",".","Very important","Yes","No","Antelope Valley College",".",".","."]
["69.250.42.114",41303.288321759261,39.389205932617003,-76.491996765137003,"SAT",1200,79,"Half A's and half B's","Male",4,15,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","Yes",".","Yes",2015,"34203",1,"State College of Florida-Manatee-Sarasota","34207",4.8156267224999993,"Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","State College of Florida-Manatee-Sarasota",4.8156267224999993,-29,".",".",".",".",".",".",".",".",".",".",".",".","State College of Florida-Manatee-Sarasota",4.8156267224999993,-29,1,"At the time i was just looking for a cheap school that was close to me because i was only looking to take a few general electives then transfer to a better school with a good GPA.","No","Strongly disagree","Somewhat disagree","Strongly agree","Strongly disagree","No","Strongly agree","Somewhat disagree","Somewhat disagree","Strongly disagree","No","Minimal influence","No influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","Yes","Yes","Yes","No","Extremely important","Yes","Yes","Stevenson University",".",".","."]
["63.155.16.122",41303.405706018515,43.713500976562003,-116.18530273438,"ACT",1460,98,"Half B's and half C's","Female",10,25,1993,"No","White (including Middle Eastern)","No",".",7,0,1,"No","No","No","No","Yes",2011,"84010",1,"Salt Lake Community College","84123",19.609232014019998,"Nonsel","Nonsel",-48,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Salt Lake Community College",19.609232014019998,-48,".",".",".",".",".",".",".",".",".",".",".",".","Salt Lake Community College",19.609232014019998,-48,1,"Cost. My parents weren't willing to help me pay for college despite their rather high income, so cost was essentially the only factor to me. ","No","Neither agree nor disagree","Strongly agree","Somewhat agree","Somewhat disagree",".","Strongly disagree","Somewhat agree","Strongly disagree","Strongly disagree","I don't like moving or commuting","No influence","No influence","No influence","No influence","No influence","Commute","Very important","&lt;1 hour drive (commuting distance)","No","Yes","No","No","Yes","No","Extremely important","No","No","Dixie State University",".",".","."]
["216.163.255.1",41303.417673611111,40.740005493163999,-73.936096191405994,"SAT",1000,49,"Half B's and half C's","Male",1,5,1997,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","Yes",".","No",2015,"02893",1,"Community College of Rhode Island","02886",3.9544062531599997,"Nonsel","Nonsel",0,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Community College of Rhode Island",3.9544062531599997,0,".",".",".",".",".",".",".",".",".",".",".",".","Community College of Rhode Island",3.9544062531599997,0,1,"location and price","No","Strongly disagree","Strongly disagree","Strongly disagree","Strongly disagree","no",".",".",".",".",".","Moderate influence","Moderate influence","No influence","No influence","No influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Not at all important","Yes","Yes",".",".",".","."]
["66.199.75.32",41303.436747685184,41.863204956055,-87.61979675293,"ACT",1190,78,"Mostly C's","Female",5,5,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","Yes",2013,"60014",1,"Monroe Community College","14623",650.90309854712996,"Nonsel","Nonsel",-28,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Monroe Community College",650.90309854712996,-28,".",".",".",".",".",".",".",".",".",".",".",".","Monroe Community College",650.90309854712996,-28,1,"It was a community college and therefore more affordable","No","Strongly disagree","Somewhat agree","Somewhat agree","Strongly disagree","I wasn't sure what I wanted to be and I didn't have the grades in high school","Somewhat agree","Somewhat agree","Strongly disagree","Strongly agree",".","Moderate influence","No influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","&lt;1 hour drive (commuting distance)","No","Yes","Yes","Yes","Yes","No","Very important","Yes","Yes","Columbia College-Chicago",".",".","."]
["75.127.177.18",41304.369120370371,40.936401367187997,-74.11840057373,"SAT",1200,79,"Half B's and half C's","Female",4,22,1992,"Yes","White (including Middle Eastern)","No",".",5,0,1,"Yes","No","No","Yes","Yes",2011,"07652",2,"Rutgers University-New Brunswick","08901",48.320309219159995,1210,81,2,"Bergen Community College",".",".","Nonsel","Nonsel",-29,".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".",".","No","Rutgers University-New Brunswick",48.320309219159995,2,"Bergen Community College",".",-29,".",".",".",".",".",".",".",".",".","Bergen Community College",".",-29,3,"location and money","No","Somewhat agree","Somewhat agree","Somewhat agree","Somewhat agree","didn't think i would get it","Strongly agree","Strongly agree","Somewhat disagree","Strongly disagree","no","Very strong influence","Very strong influence","Strong influence","Minimal influence","No influence","Commute","Moderately important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Moderately important","Yes","Yes","Rutgers University-New Brunswick","kean","new jersey city university","."]
["66.219.236.170",41297.464224537034,40.339294433593999,-111.57089996338,"ACT",1260,86,"Mostly A's","Male",7,13,1993,"No","White (including Middle Eastern)","Yes",2,5,0,1,"No","Yes","Yes",".","Yes",2011,"84653",3,"Brigham Young University-Provo","84602",18.661019578079998,1255,86,0,"Utah Valley University","84058",23.76371979036,990,47,-39,"Salt Lake Community College","84123",53.29314285273,"Nonsel","Nonsel",-36,".",".",".",".",".",".",".",".",".",".",".",".","No","Brigham Young University-Provo",18.661019578079998,0,"Utah Valley University",23.76371979036,-39,"Salt Lake Community College",53.29314285273,-36,".",".",".",".",".",".","Brigham Young University-Provo",18.661019578079998,0,3,"The one that was most prestigious","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","Minimal influence","Moderate influence","No influence","No influence","Live on/near campus","Very important","3+ hours drive","Yes","Yes","No","Yes","No","No","Moderately important","Yes","Yes","Salt Lake Community College","Utah Valley University",".","."]
["69.61.207.166",41300.300000000003,39.10969543457,-84.504600524902003,"Both",1420,96,"Mostly A's","Female",4,20,1994,"No","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","Yes",".","No",2011,"45236",3,"Ohio State University-Main Campus","43210",99.159035871389989,1265,87,-9,"University of Cincinnati-Main Campus","45221",10.674535673009999,1130,70,-26,"Wright State University-Main Campus","45435",41.541770907450001,"Nonsel","Nonsel",-46,".",".",".",".",".",".",".",".",".",".",".",".","No","Ohio State University-Main Campus",99.159035871389989,-9,"University of Cincinnati-Main Campus",10.674535673009999,-26,"Wright State University-Main Campus",41.541770907450001,-46,".",".",".",".",".",".","Wright State University-Main Campus",41.541770907450001,-46,3,"closeness to home\nprice","No","Somewhat disagree","Neither agree nor disagree","Somewhat disagree","Neither agree nor disagree",".",".",".",".",".",".","Strong influence","Moderate influence","Strong influence","Moderate influence","Strong influence","Commute","Extremely important","&lt;1 hour drive (commuting distance)","No","No","No",".",".",".","Very important","Yes","Yes",".",".",".","."]
["173.173.79.165",41296.453530092593,32.658493041992003,-97.089797973632997,"ACT",1070,61,"Half A's and half B's","Male",3,15,1994,"No","White (including Middle Eastern)","No",".",6,0,1,"Yes","Yes","No","Yes","Yes",2012,"68701",3,"University of Nebraska at Omaha","68182",108.79650302828999,1070,61,0,"University of Nebraska-Lincoln","68588",119.98304856185999,1170,76,15,"Northeast Community College","68702",1.7945199967199998,"Nonsel","Nonsel",-11,".",".",".",".",".",".",".",".",".",".",".",".","No","University of Nebraska at Omaha",108.79650302828999,0,".",119.98304856185999,".",".",1.7945199967199998,".",".",".",".",".",".",".","University of Nebraska at Omaha",108.79650302828999,0,1,"The tuition costs.","No","Somewhat disagree","Somewhat disagree","Somewhat agree","Somewhat disagree",".","Somewhat agree","Somewhat agree","Somewhat disagree","Somewhat disagree",".","Moderate influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Moderately important","1-3 hours drive","No","No","No",".",".",".","Slightly important","Yes","No","Northeast Community College",".",".","."]
["136.62.200.62",41297.421400462961,30.121200561523001,-97.741798400879006,"SAT",1140,71,"Half B's and half C's","Male",10,9,1992,"Yes","White (including Middle Eastern)","No",".",5,0,1,"No","No","No","Yes","No",2011,"78747",4,"Stephen F Austin State University","75961",241.60341020937,990,47,-24,"Texas State University","78666",30.104191413119999,1035,56,-15,"University Of Tulsa","74104",472.18431687932997,1265,87,16,"Johnson & Wales University-Providence","02903",1939.0658484225598,"Nonsel","Nonsel",-21,".",".",".",".",".",".","No","Stephen F Austin State University",241.60341020937,-24,"Texas State University",30.104191413119999,-15,"University Of Tulsa",472.18431687932997,16,"Johnson & Wales University-Providence",1939.0658484225598,-21,".",".",".","Stephen F Austin State University",241.60341020937,-24,1,"Location, it had to be not too far but not too close, price, tuition had to be affordable.","No","Strongly agree","Strongly agree","Somewhat agree","Somewhat disagree","No.","Somewhat agree","Somewhat disagree","Strongly disagree","Strongly disagree","No.","Minimal influence","No influence","Minimal influence","No influence","No influence","Live on/near campus","Moderately important","3+ hours drive","No","No","No",".",".",".","Moderately important","Yes","Yes",".",".",".","."]
["198.8.80.208",41300.412511574075,34.049392700195,-118.26409912109,"SAT",1200,79,"Mostly A's","Female",8,8,1992,"Yes","White (including Middle Eastern)","No",".",5,0,1,"Yes","Yes","No","Yes","Yes",2010,"93402",5,"California State University-Monterey Bay","93955",151.44617876750999,970,43,-36,"San Francisco State University","94132",245.75354838737999,995,49,-30,"University of California-Los Angeles","90095",191.56811650581,1300,89,10,"University of California-San Diego","92093",309.78460677449999,1280,88,9,"Palomar College","92069",300.99903951908999,"Nonsel","Nonsel",-29,"No","California State University-Monterey Bay",151.44617876750999,-36,"San Francisco State University",245.75354838737999,-30,".",191.56811650581,".",".",309.78460677449999,".","Palomar College",300.99903951908999,-29,"Palomar College",300.99903951908999,-29,1,"Location, price, program availability ","Yes",".",".",".",".",".",".",".",".",".",".","Minimal influence","No influence","Minimal influence","Minimal influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Moderately important","Yes","Yes","University of California-San Diego","MiraCosta College",".","."]
["170.140.104.24",41303.393831018519,33.795196533202997,-84.324798583984006,"Both",1440,97,"Mostly A's","Male",1,15,1996,"No","Asian (including Indian subcontinent and Philippines)","No",".",6,0,1,"Yes","Yes","Yes",".","No",2014,"30033",5,"Emory University","30322",4.06438895379,1365,94,-3,"University Of Georgia","30602",65.795752566719997,1235,84,-13,"Georgia Institute of Technology-Main Campus","30332",10.875859938569999,1360,94,-3,"University of North Carolina at Chapel Hill","27599",371.21398398908997,1305,90,-7,"Emory University-Oxford College",".",0,"Nonsel","Nonsel",-47,"Yes","Emory University",4.06438895379,-3,"University Of Georgia",65.795752566719997,-13,"Georgia Institute of Technology-Main Campus",10.875859938569999,-3,"University of North Carolina at Chapel Hill",371.21398398908997,-7,"Emory University-Oxford College",0,-47,"Emory University",4.06438895379,-3,1,"Location, cost and ranking","Yes",".",".",".",".",".",".",".",".",".",".","Strong influence","No influence","Moderate influence","Minimal influence",".","Live on/near campus","Very important","3+ hours drive","No","No","Yes","Yes","No","No","Extremely important","Yes","Yes",".",".",".","."]
["209.217.192.194",41301.398611111108,43.092803955077997,-75.508903503417997,"SAT",1220,82,"Half B's and half C's","Male",10,20,1995,"No","White (including Middle Eastern)","No",".",5,0,1,"No","Yes","No","No","Yes",2010,"13157",5,"Mohawk Valley Community College","13501",37.096481414189995,"Nonsel","Nonsel",-32,"SUNY College of Technology at Alfred","14802",155.12531758349999,1090,64,-18,"Rochester Institute Of Technology","14623",114.29998765811999,1215,82,0,"Tompkins Cortland Community College","13053",78.25486629740999,"Nonsel","Nonsel",-32,"Onondaga Community College","13215",41.2031236089,"Nonsel","Nonsel",-32,"No","Mohawk Valley Community College",37.096481414189995,-32,"SUNY College of Technology at Alfred",155.12531758349999,-18,".",114.29998765811999,".","Tompkins Cortland Community College",78.25486629740999,-32,"Onondaga Community College",41.2031236089,-32,"Mohawk Valley Community College",37.096481414189995,-32,7,"Price because I wasn't going to get any financial aid.","Yes",".",".",".",".",".",".",".",".",".",".","Moderate influence","No influence","Strong influence","No influence",".","Live on/near campus","Not at all important","1-3 hours drive","No","No","No",".",".",".","Extremely important","No","Yes","Onondaga Community College",".",".","."]
["209.6.64.132",41303.287418981483,42.348403930663999,-71.155097961425994,"SAT",1520,99,"Mostly B's","Male",4,7,1992,"No","White (including Middle Eastern)","Yes",10,false,".",".","No","No","No","Yes","No",2010,"02134",5,"New York University","10012",211.08414284132999,1355,94,-5,".",".",".",".",".",".","University of Maine","04469",250.36847221551,1085,64,-35,".",".",".",".",".",".","Bates College",".",".",1345,93,-6,"No","New York University",211.08414284132999,-5,".",".",".",0,250.36847221551,".",".",".",".",".",".",".",".",".",".",".","Financial aid","Yes",".",".",".",".",".",".",".",".",".",".","No influence","No influence","No influence","No influence","No influence","Live on/near campus","Not at all important","flying distance/distance was not a concern","Yes","Yes","No","Yes","Yes","Yes","Very important","No","Yes",".",".",".","."]
[]
[null,null,null,null,null,null,null,null,{"$f":"COUNTIF(I4:I944,\"Male\")","v":549}]
[null,null,null,null,null,null,null,null,{"$f":"COUNTIF(I4:I944,\"Female\")","v":392}]