UndermatchFinalData.xlsm

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	V	W	X	Y	Z	AA	AB	AC	AD	AE	AF	AG	AH	AI	AJ	AK	AL	AM	AN	AO	AP	AQ	AR	AS	AT	AU	AV	AW	AX	AY	AZ	BA	BB	BC	BD	BE	BF	BG	BH	BI	BJ	BK	BL	BM	BN	BO	BP	BQ	BR	BS	BT	BU	BV	BW	BX	BY	BZ	CA	CB	CC	CD	CE	CF	CG	CH	CI	CJ	CK	CL	CM	CN	CO	CP	CQ	CR	CS	CT	CU	CV
1	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
2	136.165.36.129	41304.36237	38.18899536	-85.67680359	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	60.42275589	785.5	15	-42	University Of Southern Indiana	47712	131.1559239	1000	49	-8	Indiana University-Bloomington	47405	100.6689679	1175	77	20	University Of Kentucky	40506	83.69497107	1115	69	12	Tennessee State University	37209	194.8452282	868	26	-31	No	Kentucky State University	60.42275589	-42	University Of Southern Indiana	131.1559239	-8	Indiana University-Bloomington	100.6689679	20	University Of Kentucky	83.69497107	12	Tennessee State University	194.8452282	-31	Kentucky State University	60.42275589	-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
3	68.33.91.19	41298.29814	39.27839661	-76.55699921	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	8.943395538	900	31	-48	Towson University	21252	8.752013211	1080	62	-17	University of Maryland-College Park	20742	45.50922596	1310	90	11	Syracuse University	13244	330.1376201	1155	74	-5	North Carolina A & T State University	27411	358.4528839	900	31	-48	No	Morgan State University	8.943395538	-48	Towson University	8.752013211	-17	.	45.50922596	.	.	330.1376201	.	North Carolina A & T State University	358.4528839	-48	Morgan State University	8.943395538	-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
4	75.88.126.42	41300.29391	38.00469971	-84.53340149	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	37.21454194	1131.5	70	16	Miami University-Oxford	45056	129.6615262	1225	83	29	Morehead State University	40351	74.8621796	995	49	-5	University of Cincinnati-Main Campus	45221	94.68640605	1130	70	16	University Of The Cumberlands	40769	100.6093162	955	42	-12	Yes	Berea College	37.21454194	16	Miami University-Oxford	129.6615262	29	Morehead State University	74.8621796	-5	University of Cincinnati-Main Campus	94.68640605	16	University Of The Cumberlands	100.6093162	-12	Berea College	37.21454194	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
5	68.201.81.201	41297.42655	26.17880249	-98.35949707	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	295.4346605	1035	56	-29	The University of Texas Rio Grande Valley	78539	20.5412888	950	40	-45	South Texas College	78502	15.59765961	Nonsel	Nonsel	-35	Texas A & M University-Kingsville	78363	120.2297329	900	31	-54	Texas A & M University-Corpus Christi	78412	167.1830255	965	43	-42	No	Texas State University	295.4346605	-29	The University of Texas Rio Grande Valley	20.5412888	-45	South Texas College	15.59765961	-35	Texas A & M University-Kingsville	120.2297329	-54	Texas A & M University-Corpus Christi	167.1830255	-42	Texas State University	295.4346605	-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
6	70.43.128.50	41300.40645	38.62530518	-90.26940155	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	32.99729567	1350	93	-1	Saint Louis University	63103	1210.559081	1200	79	-15	Clark University	01610	58.21005308	1217	82	-12	University of New Hampshire-Main Campus	03824	44.80148417	1100	65	-29	Southern New Hampshire University	03106	29.88733287	965	43	-51	No	Brandeis University	32.99729567	-1	Saint Louis University	1210.559081	-15	Clark University	58.21005308	-12	University of New Hampshire-Main Campus	44.80148417	-29	Southern New Hampshire University	29.88733287	-51	Saint Louis University	1210.559081	-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
7	24.190.100.94	41296.58388	40.76179504	-73.32929993	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	109.348902	1390	95	5	Princeton University	08544	93.90534246	1505	99	9	New York University	10012	43.90236006	1355	94	4	CUNY Bernard M Baruch College	10010	42.93861334	1225	83	-7	Farmingdale State College	11735	9.25780936	965	43	-47	No	Vassar College	109.348902	5	.	93.90534246	.	.	43.90236006	.	CUNY Bernard M Baruch College	42.93861334	-7	Farmingdale State College	9.25780936	-47	Vassar College	109.348902	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
8	67.166.141.243	41300.7766	38.56889343	-121.4383011	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	409.5991893	Nonsel	Nonsel	-39	California State University-East Bay	94542	103.6030826	910	33	-56	San Jose State University	95192	122.665508	1030	54	-35	California State University-Monterey Bay	93955	185.4979414	970	43	-46	No	California State University-Sacramento	0	-49	Long Beach City College	409.5991893	-39	California State University-East Bay	103.6030826	-56	San Jose State University	122.665508	-35	California State University-Monterey Bay	185.4979414	-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
9	96.242.91.30	41303.29493	40.9815979	-74.11380005	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	48.32030922	1210	81	22	Northeastern University	02115	214.4985775	1390	95	36	William Paterson University of New Jersey	07470	19.09597941	1010	50	-9	University of Pittsburgh-Pittsburgh Campus	15260	366.0205636	1255	86	27	Montclair State University	07043	13.74348798	970	43	-16	No	Rutgers University-New Brunswick	48.32030922	22	Northeastern University	214.4985775	36	William Paterson University of New Jersey	19.09597941	-9	.	366.0205636	.	Montclair State University	13.74348798	-16	Northeastern University	214.4985775	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
10	209.136.123.169	41303.46891	30.13749695	-93.45290375	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	141.7080495	1135	71	-18	Texas A & M University-College Station	77843	230.7679394	1180	77	-12	Texas State University	78666	306.4490862	1035	56	-33	Mcneese State University	70605	19.16992258	1025	54	-35	Northwestern State University of Louisiana	71497	119.8823864	970.5	43	-46	No	.	141.7080495	.	.	230.7679394	.	.	306.4490862	.	Mcneese State University	19.16992258	-35	.	119.8823864	.	Mcneese State University	19.16992258	-35	4	Good Programs Affordable This 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
11	76.178.145.36	41297.43091	46.73219299	-117.2454987	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	294.9860305	1030	54	-44	Stanford University	94305	858.2962965	1475	98	0	Princeton University	08544	2860.020594	1505	99	1	The University of Montana	59812	484.6142262	1090	64	-34	Holy Cross College	46556	2163.920198	975	45	-53	No	Washington State University	294.9860305	-44	Stanford University	858.2962965	0	Princeton University	2860.020594	1	The University of Montana	484.6142262	-34	Holy Cross College	2163.920198	-53	Washington State University	294.9860305	-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
12	173.62.195.251	41303.47916	39.97590637	-75.36460114	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	303.4335718	1120	69	-27	Ohio State University-Main Campus	43210	198.8468586	1265	87	-9	Pennsylvania State University-Main Campus	16802	134.5771937	1195	79	-17	Lehigh University	18015	286.1693947	1315	91	-5	Indiana University of Pennsylvania-Main Campus	15705	62.89457048	980	45	-51	No	Temple University	303.4335718	-27	Ohio State University-Main Campus	198.8468586	-9	Pennsylvania State University-Main Campus	134.5771937	-17	Lehigh University	286.1693947	-5	Indiana University of Pennsylvania-Main Campus	62.89457048	-51	Ohio State University-Main Campus	198.8468586	-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
13	139.78.10.88	41303.35172	36.09370422	-96.98750305	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	237.3557168	1100	65	-21	University of Oklahoma-Norman Campus	73019	177.2591807	1155	74	-12	Texas A & M University-College Station	77843	216.1936781	1180	77	-9	University Of Houston	77204	275.9055854	1140	71	-15	Stephen F Austin State University	75961	211.7185628	990	47	-39	Yes	Oklahoma State University-Main Campus	237.3557168	-21	University of Oklahoma-Norman Campus	177.2591807	-12	Texas A & M University-College Station	216.1936781	-9	University Of Houston	275.9055854	-15	Stephen F Austin State University	211.7185628	-39	Oklahoma State University-Main Campus	237.3557168	-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
14	64.79.159.106	41300.3353	36.07809448	-115.2124023	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	14.26543978	1140	71	40	Texas A & M University-College Station	77843	92.76512633	1180	77	46	The University of Texas at Austin	78712	160.7201438	1260	86	55	Stephen F Austin State University	75961	162.3574569	990	47	16	Sam Houston State University	77340	78.39405344	1005	50	19	Yes	University Of Houston	14.26543978	40	.	92.76512633	.	.	160.7201438	.	Stephen F Austin State University	162.3574569	16	.	78.39405344	.	University Of Houston	14.26543978	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	<1 hour drive (commuting distance)	Unsure	Yes	No
15	73.7.38.181	41303.41161	33.92030334	-84.61799622	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	460.1676194	1105	67	-6	Rutgers University-New Brunswick	08901	845.7887158	1210	81	8	Rochester Institute Of Technology	14623	944.1977567	1215	82	9	Florida Institute Of Technology	32901	533.9939733	1145	73	0	Morehouse College	30314	24.10609532	1005	50	-23	No	Embry-Riddle Aeronautical University-Daytona Beach	460.1676194	-6	Rutgers University-New Brunswick	845.7887158	8	Rochester Institute Of Technology	944.1977567	9	Florida Institute Of Technology	533.9939733	0	Morehouse College	24.10609532	-23	Rochester Institute Of Technology	944.1977567	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
16	69.113.193.128	41300.31719	40.65390015	-73.60820007	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	43.36052438	1250	85	-12	SUNY at Binghamton	13850	218.5691802	1302.5	89	-8	New York University	10012	31.31772935	1355	94	-3	Pennsylvania State University-Main Campus	16802	267.2076315	1195	79	-18	School of Visual Arts	10010	30.35398263	1015	52	-45	No	Stony Brook University	43.36052438	-12	SUNY at Binghamton	218.5691802	-8	New York University	31.31772935	-3	Pennsylvania State University-Main Campus	267.2076315	-18	School of Visual Arts	30.35398263	-45	Stony Brook University	43.36052438	-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
17	23.118.240.47	41303.87509	26.4539032	-80.1882019	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	216.640444	1180	77	4	University of South Florida-Main Campus	33620	256.0099012	1170	76	3	University Of Florida	32611	321.0059491	1265	87	14	Florida State University	32306	468.213755	1195	79	6	Florida Gulf Coast University	33965	113.1119259	1020	52	-21	No	.	216.640444	.	.	256.0099012	.	.	321.0059491	.	.	468.213755	.	Florida Gulf Coast University	113.1119259	-21	Florida Gulf Coast University	113.1119259	-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
18	72.241.59.210	41296.62428	41.57299805	-83.76439667	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	184.4465813	1010	50	-46	Lake Superior State University	49783	60.92979478	1055	59	-37	Grand Valley State University	49401	254.6727104	1085	64	-32	Central Michigan University	48859	162.0871604	990.5	47	-49	Western Michigan University	49008	288.3721556	1030	54	-42	No	Ferris State University	184.4465813	-46	Lake Superior State University	60.92979478	-37	Grand Valley State University	254.6727104	-32	Central Michigan University	162.0871604	-49	Western Michigan University	288.3721556	-42	Ferris State University	184.4465813	-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
19	68.188.183.194	41298.51633	43.70530701	-84.23770142	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	120.5186705	1380	95	16	Michigan State University	48824	75.11756316	1120	69	-10	Ohio State University-Main Campus	43210	305.1174878	1265	87	8	Eastern Michigan University	48197	130.2394014	1020	52	-27	Northern Michigan University	49855	340.8022138	1030	54	-25	No	.	120.5186705	.	Michigan State University	75.11756316	-10	.	305.1174878	.	.	130.2394014	.	.	340.8022138	.	Michigan State University	75.11756316	-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
20	24.194.78.21	41297.2695	42.47279358	-73.2743988	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	41.73874557	1100	65	-34	Sage College	92557	2825.0753	Nonsel	Nonsel	-49	The College of Saint Rose	12203	43.75074549	1033	54	-45	University of Massachusetts-Amherst	01003	54.51165176	1210	81	-18	Massachusetts College Of Liberal Arts	01247	26.79352571	1030	54	-45	No	SUNY at Albany	41.73874557	-34	Sage College	2825.0753	-49	The College of Saint Rose	43.75074549	-45	University of Massachusetts-Amherst	54.51165176	-18	Massachusetts College Of Liberal Arts	26.79352571	-45	Massachusetts College Of Liberal Arts	26.79352571	-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
21	66.87.77.8	41298.38806	41.99679565	-87.7562027	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	101.8812631	1060	59	-35	University Of Wisconsin-Eau Claire	54702	199.1041063	1110	67	-27	Fox Valley Technical College	54912	20.44311215	Nonsel	Nonsel	-44	University Of Wisconsin-Milwaukee	53201	92.38111893	1030	54	-40	No	.	0	.	University Of Wisconsin-Whitewater	101.8812631	-35	.	199.1041063	.	Fox Valley Technical College	20.44311215	-44	University Of Wisconsin-Milwaukee	92.38111893	-40	University Of Wisconsin-Milwaukee	92.38111893	-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
22	174.27.2.43	41298.666	43.63400269	-116.3242035	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	2446.856599	1450	97	0	Columbia University in the City of New York	10027	2483.708881	1480	98	1	Oregon State University	97331	437.7808582	1100	65	-32	Reed College	97202	423.7751516	1375	95	-2	Boise State University	83725	13.82115938	1035	56	-41	Yes	.	2446.856599	.	.	2483.708881	.	Oregon State University	437.7808582	-32	Reed College	423.7751516	-2	Boise State University	13.82115938	-41	Boise State University	13.82115938	-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
23	66.158.213.197	41303.78262	30.45629883	-84.35399628	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	430.3859197	1195	79	-10	University Of Florida	32611	283.1781138	1265	87	-2	University of Massachusetts-Amherst	01003	1430.339935	1210	81	-8	Florida Gulf Coast University	33965	26.20570857	1020	52	-37	Florida Atlantic University	33431	119.6388089	1045	57	-32	No	Florida State University	430.3859197	-10	.	283.1781138	.	University of Massachusetts-Amherst	1430.339935	-8	Florida Gulf Coast University	26.20570857	-37	Florida Atlantic University	119.6388089	-32	Florida State University	430.3859197	-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
24	73.68.118.10	41303.29843	42.33459473	-71.03620148	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	325.2480502	1195	79	6	Central Connecticut State University	06050	6.549873714	1005	50	-23	The University of Alabama	35487	1122.950714	1125	70	-3	Georgia State University	30303	964.7931048	1065	61	-12	Florida Atlantic University	33431	1339.03006	1045	57	-16	Yes	Pennsylvania State University-Main Campus	325.2480502	6	Central Connecticut State University	6.549873714	-23	.	1122.950714	.	.	964.7931048	.	Florida Atlantic University	1339.03006	-16	Pennsylvania State University-Main Campus	325.2480502	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	<1 hour drive (commuting distance)	No	No	No
25	73.104.82.58	41298.50684	30.17959595	-81.51820374	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	174.0230796	1195	79	48	University Of Miami	33146	347.0867621	1325	92	61	University Of Central Florida	32816	137.7853332	1180	77	46	University Of North Florida	32224	6.603311636	1155	74	43	Nova Southeastern University	33314	320.7002345	1070	61	30	Yes	Florida State University	174.0230796	48	.	347.0867621	.	.	137.7853332	.	.	6.603311636	.	.	320.7002345	.	Florida State University	174.0230796	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
26	75.65.207.226	41303.49332	32.55329895	-92.1937027	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	289.1028881	1320	91	-8	Louisiana Tech University	71272	34.27172798	1065	61	-38	Louisiana State University Health Sciences Center-New Orleans	70112	290.1884236	1030	54	-45	University of Louisiana at Lafayette	70503	198.3416838	1070	61	-38	University Of New Orleans	70148	291.2609102	1085	64	-35	Yes	Tulane University of Louisiana	289.1028881	-8	Louisiana Tech University	34.27172798	-38	Louisiana State University Health Sciences Center-New Orleans	290.1884236	-45	.	198.3416838	.	University Of New Orleans	291.2609102	-35	Tulane University of Louisiana	289.1028881	-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
27	198.109.173.57	41297.26109	42.76269531	-84.44270325	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	45.98146806	990.5	47	-39	Michigan State University	48824	35.80900031	1120	69	-17	Alma College	48801	34.88377861	1055	59	-27	Olivet College	49076	52.74260798	845	23	-63	Grand Valley State University	49401	69.42828854	1085	64	-22	No	Central Michigan University	45.98146806	-39	Michigan State University	35.80900031	-17	Alma College	34.88377861	-27	Olivet College	52.74260798	-63	Grand Valley State University	69.42828854	-22	Central Michigan University	45.98146806	-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
28	172.4.216.67	41299.65771	41.6499939	-83.67410278	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	109.6707723	1265	87	9	Miami University-Oxford	45056	237.4451942	1225	83	5	University of Dayton	45469	182.7980835	1125	70	-8	University of Akron Main Campus	44325	25.02634605	1060	59	-19	Grand Valley State University	49401	322.3201492	1085	64	-14	No	Ohio State University-Main Campus	109.6707723	9	Miami University-Oxford	237.4451942	5	University of Dayton	182.7980835	-8	University of Akron Main Campus	25.02634605	-19	Grand Valley State University	322.3201492	-14	Ohio State University-Main Campus	109.6707723	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
29	75.183.157.36	41299.78608	34.08140564	-81.14980316	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	121.6023419	1245	85	-11	University of South Carolina-Columbia	29208	15.41559785	1195	79	-17	University Of Georgia	30602	164.7043758	1235	84	-12	College Of Charleston	29424	123.7578785	1165	76	-20	Citadel Military College of South Carolina	29409	122.4697761	1085	64	-32	No	Clemson University	121.6023419	-11	University of South Carolina-Columbia	15.41559785	-17	University Of Georgia	164.7043758	-12	College Of Charleston	123.7578785	-20	Citadel Military College of South Carolina	122.4697761	-32	Clemson University	121.6023419	-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
30	107.196.45.218	41299.66892	33.79600525	-118.2985992	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	16.57880472	1020	52	-5	.	.	.	.	.	.	Arizona State University-Tempe	.	.	1145	73	16	University of California-Los Angeles	90095	21.67466985	1300	89	32	San Diego State University	92182	118.3009968	1090	64	7	No	California State University-Long Beach	16.57880472	-5	.	.	.	.	.	.	.	21.67466985	.	.	118.3009968	.	California State University-Long Beach	16.57880472	-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
31	173.18.244.80	41303.8276	41.48669434	-90.57250214	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	186.0963218	1355	94	-2	University of Chicago	60637	176.8714451	1515	99	3	Loyola University Chicago	60660	181.4466012	1155	74	-22	Carthage College	53140	206.4810251	1095	65	-31	Yes	Augustana College	.	-34	University of Illinois at Urbana-Champaign	186.0963218	-2	University of Chicago	176.8714451	3	Loyola University Chicago	181.4466012	-22	Carthage College	206.4810251	-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
32	47.185.34.219	41298.39309	32.93460083	-97.25170135	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	28.44575171	1105	67	-19	Tarrant County College District	76102	17.7805366	Nonsel	Nonsel	-36	Pittsburg State University	66762	386.6065911	1010	50	-36	Rice University	77005	279.1578422	1460	98	12	Kansas State University	66506	480.9002906	1095	65	-21	No	University Of North Texas	28.44575171	-19	Tarrant County College District	17.7805366	-36	Pittsburg State University	386.6065911	-36	.	279.1578422	.	Kansas State University	480.9002906	-21	University Of North Texas	28.44575171	-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
33	73.190.16.98	41299.78167	42.63330078	-84.53769684	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	80.25071056	1030	54	-28	Michigan State University	48824	4.211653926	1120	69	-13	Adrian College	.	.	890	30	-52	Eastern Michigan University	48197	76.66850565	1020	52	-30	Albion College	.	.	1100	65	-17	No	Western Michigan University	80.25071056	-28	Michigan State University	4.211653926	-13	Adrian College	.	-52	Eastern Michigan University	76.66850565	-30	.	.	.	Western Michigan University	80.25071056	-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
34	108.46.62.239	41301.39279	40.78089905	-73.77899933	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	16.81119755	1250	85	0	Dowling College	11769	10.83671355	Nonsel	Nonsel	-35	CUNY Bernard M Baruch College	10010	59.53295234	1225	83	-2	Hofstra University	11549	38.62940414	1165	76	-9	CUNY Queens College	11367	50.15149012	1100	65	-20	No	Stony Brook University	16.81119755	0	Dowling College	10.83671355	-35	.	59.53295234	.	.	38.62940414	.	CUNY Queens College	50.15149012	-20	Stony Brook University	16.81119755	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
35	216.228.181.15	41298.40228	44.05819702	-121.3153	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	42.76400804	995	49	-33	California State University-Northridge	91330	332.1204156	920	35	-47	University of Southern California	90089	354.5568865	1380	95	13	Oregon State University	97331	574.6869511	1100	65	-17	University Of Oregon	97403	526.778611	1105	67	-15	No	San Francisco State University	42.76400804	-33	California State University-Northridge	332.1204156	-47	.	354.5568865	.	Oregon State University	574.6869511	-17	.	526.778611	.	California State University-Northridge	332.1204156	-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	<1 hour drive (commuting distance)	Yes	Yes	No
36	71.194.8.172	41300.37598	41.76530457	-88.3769989	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	392.6550183	1265	87	-2	.	.	.	.	.	.	Chicago State University	60628	55.57978883	960	42	-47	Eastern Illinois University	61920	209.8998094	1010	50	-39	Illinois State University	61790	113.6096443	1110	67	-22	Yes	Ohio State University-Main Campus	392.6550183	-2	.	.	.	Chicago State University	55.57978883	-47	Eastern Illinois University	209.8998094	-39	Illinois State University	113.6096443	-22	Illinois State University	113.6096443	-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
37	135.26.135.34	41303.78814	40.6421051	-79.94450378	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	202.2985756	1265	87	6	Pennsylvania State University-Main Campus	16802	159.9347306	1195	79	-2	University of Pittsburgh-Pittsburgh Campus	15260	25.2021941	1255	86	5	The University of Tennessee-Knoxville	37996	507.2103895	1165	76	-5	University Of Kentucky	40506	385.0718043	1115	69	-12	No	Ohio State University-Main Campus	202.2985756	6	Pennsylvania State University-Main Campus	159.9347306	-2	University of Pittsburgh-Pittsburgh Campus	25.2021941	5	The University of Tennessee-Knoxville	507.2103895	-5	University Of Kentucky	385.0718043	-12	Ohio State University-Main Campus	202.2985756	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
38	71.192.229.114	41297.41667	42.22380066	-72.64089966	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	9.959337433	1000	49	-37	Springfield College	01109	11.1225443	1025	54	-32	University of Massachusetts-Amherst	01003	32.66299797	1210	81	-5	Bridgewater State University	02325	109.5483622	990	47	-39	Assumption College	01609	61.13795413	1118	69	-17	No	Westfield State University	9.959337433	-37	Springfield College	11.1225443	-32	University of Massachusetts-Amherst	32.66299797	-5	Bridgewater State University	109.5483622	-39	.	61.13795413	.	Westfield State University	9.959337433	-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
39	50.200.254.200	41303.81735	41.68339539	-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	1301.613572	1430	97	5	Rice University	77005	237.1214598	1460	98	6	University Of Dallas	75062	285.9531575	1210	81	-11	Southwestern University	78626	116.4486892	1170	76	-16	Saint Edward's University	78704	77.69563223	1120	69	-23	No	University Of Notre Dame	1301.613572	5	Rice University	237.1214598	6	University Of Dallas	285.9531575	-11	Southwestern University	116.4486892	-16	Saint Edward's University	77.69563223	-23	University Of Notre Dame	1301.613572	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
40	74.178.163.92	41300.40302	30.5019989	-87.36009979	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	1795.238923	1155	74	-23	Boston University	02215	2054.144414	1285	89	-8	University Of Dayton	45469	1269.141335	1125	70	-27	University of Southern California	90089	1355.465328	1380	95	-2	Seton Hall University	07079	1819.940913	1120	69	-28	No	Syracuse University	1795.238923	-23	.	2054.144414	.	University Of Dayton	1269.141335	-27	.	1355.465328	.	Seton Hall University	1819.940913	-28	Syracuse University	1795.238923	-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
41	74.79.34.220	41298.66331	43.07440186	-75.21170044	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	244.4449407	1135	71	-22	SUNY Polytechnic Institute	13502	6.536824919	1040	56	-37	Rochester Institute Of Technology	14623	137.6915061	1215	82	-11	Rhode Island School Of Design	02903	255.8042274	1235	84	-9	State University Of New York At New Paltz	12561	162.6644142	1125	70	-23	Yes	Pratt Institute-Main	244.4449407	-22	SUNY Polytechnic Institute	6.536824919	-37	Rochester Institute Of Technology	137.6915061	-11	Rhode Island School Of Design	255.8042274	-9	State University Of New York At New Paltz	162.6644142	-23	Pratt Institute-Main	244.4449407	-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
42	73.66.52.141	41297.60479	38.4828949	-121.639801	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	82.19684513	1355	94	-2	University of California-Davis	95616	22.0207736	1195	79	-17	University of California-Los Angeles	90095	375.6294477	1300	89	-7	University of California-San Diego	92093	487.3892699	1280	88	-8	University of California-Irvine	92697	424.5493801	1130	70	-26	No	.	82.19684513	.	University of California-Davis	22.0207736	-17	.	375.6294477	.	University of California-San Diego	487.3892699	-8	University of California-Irvine	424.5493801	-26	University of California-Davis	22.0207736	-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	<1 hour drive (commuting distance)	Yes	Yes	No
43	98.168.47.250	41297.43525	33.35279846	-111.7890015	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	342.7707178	1300	89	10	University of California-Berkeley	94720	51.16308241	1355	94	15	Stanford University	94305	16.1780203	1475	98	19	University of California-San Diego	92093	454.53054	1280	88	9	University of California-Irvine	92697	391.6906502	1130	70	-9	No	University of California-Los Angeles	342.7707178	10	University of California-Berkeley	51.16308241	15	.	16.1780203	.	University of California-San Diego	454.53054	9	University of California-Irvine	391.6906502	-9	University of California-Los Angeles	342.7707178	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
44	50.148.223.207	41298.38753	45.01010132	-93.15190125	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	996.1077273	1180	77	-15	Baylor University	76798	1078.51646	1225	83	-9	University of Minnesota-Twin Cities	55455	7.048834779	1300	89	-3	The University of Texas at Austin	78712	1178.385723	1260	86	-6	University of Northwestern-St Paul	55113	0	1139.5	71	-21	Yes	.	996.1077273	.	Baylor University	1078.51646	-9	University of Minnesota-Twin Cities	7.048834779	-3	The University of Texas at Austin	1178.385723	-6	University of Northwestern-St Paul	0	-21	University of Minnesota-Twin Cities	7.048834779	-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	<1 hour drive (commuting distance)	Yes	Yes	No
45	50.175.174.105	41299.77529	29.52879333	-95.52519989	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	97.66525953	1180	77	-19	The University of Texas at Austin	78712	165.620277	1260	86	-10	Baylor University	76798	185.0952928	1225	83	-13	Texas State University	78666	169.4473021	1035	56	-40	University of Houston	77204	19.81676999	1140	71	-25	No	Texas A & M University-College Station	97.66525953	-19	.	165.620277	.	Baylor University	185.0952928	-13	Texas State University	169.4473021	-40	University of Houston	19.81676999	-25	Texas A & M University-College Station	97.66525953	-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
46	209.147.144.13	41303.32061	33.41479492	-111.9093018	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	3306.085573	1325	92	-7	Indiana University-Bloomington	47405	2264.013776	1175	77	-22	The University of Texas at Austin	78712	2141.726062	1260	86	-13	Northwestern University	60208	2069.264239	1470	98	-1	Arizona State University-Tempe	.	.	1145	73	-26	No	University Of Miami	3306.085573	-7	Indiana University-Bloomington	2264.013776	-22	.	2141.726062	.	Northwestern University	2069.264239	-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
47	96.86.36.141	41300.29684	38.93479919	-77.26719666	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	23.50647212	1310	90	-6	University of Maryland-Baltimore County	21250	39.68449242	1210	81	-15	Mount Holyoke College	01075	384.6331162	1319	91	-5	Bryn Mawr College	19010	145.3952661	1340	92	-4	Syracuse University	13244	353.2060255	1155	74	-22	Yes	University of Maryland-College Park	23.50647212	-6	.	39.68449242	.	Mount Holyoke College	384.6331162	-5	.	145.3952661	.	Syracuse University	353.2060255	-22	Mount Holyoke College	384.6331162	-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
48	68.82.54.3	41299.42546	39.96859741	-75.17620087	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	93.98549934	1120	69	-5	Drexel University	19104	97.53601432	1190	78	4	William Paterson University of New Jersey	07470	11.48231822	1010	50	-24	New York University	10012	19.27120609	1355	94	20	Syracuse University	13244	234.1848596	1155	74	0	No	Temple University	93.98549934	-5	Drexel University	97.53601432	4	William Paterson University of New Jersey	11.48231822	-24	.	19.27120609	.	.	234.1848596	.	Temple University	93.98549934	-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
49	75.65.3.201	41298.3836	35.13589478	-90.00270081	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	3.334277806	1055	59	-27	The University of Tennessee-Knoxville	37996	386.4431705	1165	76	-10	Southwest Tennessee Community College	38103	22.36998421	915	35	-51	Middle Tennessee State University	37132	237.6844221	1025	54	-32	Lipscomb University	37204	212.1292892	1165	76	-10	No	University Of Memphis	3.334277806	-27	.	386.4431705	.	Southwest Tennessee Community College	22.36998421	-51	Middle Tennessee State University	237.6844221	-32	.	212.1292892	.	University Of Memphis	3.334277806	-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
50	75.139.56.54	41303.40872	32.33580017	-86.40390015	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	352.2708619	1265	87	8	Florida State University	32306	206.0920467	1195	79	0	Harding University	72143	435.7831498	1120	69	-10	Lipscomb University	37204	280.3297483	1165	76	-3	No	Faulkner University	0	-43	.	352.2708619	.	.	206.0920467	.	.	435.7831498	.	.	280.3297483	.	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
51	67.79.115.66	41303.78218	32.77870178	-96.82170105	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	70.39452074	1215	82	21	Southern Methodist University	75275	11.92597725	1305	90	29	Baylor University	.	.	1225	83	22	Sarah Lawrence College	10708	1561.665493	1243	84	23	Auburn University	.	.	1165	76	15	No	Austin College	.	21	Southern Methodist University	11.92597725	29	Baylor University	.	22	.	1561.665493	.	.	.	.	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
52	63.245.169.2	41299.76795	38.22450256	-98.14880371	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	823.0887835	1125	70	-14	College Of Charleston	29424	1302.3151	1165	76	-8	University of South Carolina-Columbia	29208	1210.424864	1195	79	-5	Clemson University	29634	1124.171087	1245	85	1	The University of Tennessee-Knoxville	37996	1129.682649	1165	76	-8	No	The University Of Alabama	823.0887835	-14	College Of Charleston	1302.3151	-8	University of South Carolina-Columbia	1210.424864	-5	Clemson University	1124.171087	1	The University of Tennessee-Knoxville	1129.682649	-8	The University Of Alabama	823.0887835	-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
53	142.196.200.65	41298.38481	29.48390198	-81.19159698	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	224.6561324	1195	79	-18	Boston University	02215	1206.344941	1285	89	-8	University of Florida	32611	85.84367264	1265	87	-10	University Of Central Florida	32816	87.46358733	1180	77	-20	Stetson University	32723	55.53442874	1170	76	-21	No	Florida State University	224.6561324	-18	Boston University	1206.344941	-8	University of Florida	85.84367264	-10	University Of Central Florida	87.46358733	-20	Stetson University	55.53442874	-21	Florida State University	224.6561324	-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
54	173.29.82.206	41296.59534	38.55279541	-75.2440033	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	109.6005573	1415	96	3	Columbia University in the City of New York	10027	214.9434793	1480	98	5	Brown University	02912	383.8998982	1435	97	4	University of Maryland-College Park	20742	103.4962068	1310	90	-3	University Of Delaware	19716	79.62809663	1170	76	-17	No	Johns Hopkins University	109.6005573	3	.	214.9434793	.	.	383.8998982	.	University of Maryland-College Park	103.4962068	-3	University Of Delaware	79.62809663	-17	Johns Hopkins University	109.6005573	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
55	96.32.155.157	41303.80867	33.94099426	-83.43409729	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	681.8604326	1365	94	0	Washington University in St Louis	63130	628.5039099	1485	99	5	Xavier University	45207	298.5284677	1110	67	-27	Pepperdine University	90263	2469.244603	1235	84	-10	Marquette University	53233	561.542465	1175	77	-17	Yes	Emory University	681.8604326	0	.	628.5039099	.	Xavier University	298.5284677	-27	Pepperdine University	2469.244603	-10	Marquette University	561.542465	-17	Emory University	681.8604326	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
56	73.77.250.67	41303.5055	29.83270264	-95.66269684	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	17.68049584	1065	61	-4	Georgia Institute of Technology-Main Campus	30332	18.93255879	1360	94	29	University of Georgia	30602	88.08309441	1235	84	19	Mercer University	31207	70.46411432	1175	77	12	No	Clayton State University	.	-25	Georgia State University	17.68049584	-4	.	18.93255879	.	University of Georgia	88.08309441	19	.	70.46411432	.	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	<1 hour drive (commuting distance)	No	No	No
57	50.172.90.125	41301.37612	42.03819275	-87.72850037	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	144.5272106	1220	82	-7	Knox College	61401	208.3258761	1265	87	-2	The College of Wooster	44691	361.3720857	1215	82	-7	Lawrence University	54911	186.4703873	1275	88	-1	Cornell College	52314	221.1677545	1175	77	-12	No	Illinois Wesleyan University	144.5272106	-7	Knox College	208.3258761	-2	The College of Wooster	361.3720857	-7	Lawrence University	186.4703873	-1	Cornell College	221.1677545	-12	Illinois Wesleyan University	144.5272106	-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
58	71.225.211.240	41303.79868	40.04910278	-75.22810364	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	180.6481392	1300	89	3	Lafayette College	18042	279.920886	1275	88	2	Villanova University	19085	321.628563	1305	90	4	University Of Delaware	19716	365.0773221	1170	76	-10	Marist College	12601	295.1519366	1176	77	-9	Yes	.	180.6481392	.	.	279.920886	.	Villanova University	321.628563	4	University Of Delaware	365.0773221	-10	Marist College	295.1519366	-9	Villanova University	321.628563	4	7	Good community Distance from home School spirit Reputable Pretty Campus	Yes	.	.	.	.	.	.	.	.	.	.	Moderate influence	No influence	Moderate influence	Strong influence	No influence	Live on/near campus	Moderately important	3+ hours drive	Yes	Yes	No
59	73.184.172.105	41300.36525	33.72709656	-84.57849884	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	102.5274891	1165	76	-13	Clemson University	29634	139.0025993	1245	85	-4	Harvey Mudd College	91711	2149.694526	1480	98	9	Rensselaer Polytechnic Institute	12180	1029.830163	1389	95	6	Marist College	12601	961.6725787	1176	77	-12	No	Auburn University	102.5274891	-13	Clemson University	139.0025993	-4	.	2149.694526	.	.	1029.830163	.	Marist College	961.6725787	-12	Auburn University	102.5274891	-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
60	107.1.58.90	41298.50791	40.39300537	-111.7837982	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	3.536844813	1040	56	-28	University of Cincinnati-Main Campus	45221	200.675554	1130	70	-14	Ohio University-Main Campus	45701	221.7853975	1085	64	-20	Bowling Green State University-Main Campus	43403	25.05617187	1005	50	-34	University Of Central Florida	32816	1117.516823	1180	77	-7	No	University Of Toledo	3.536844813	-28	University of Cincinnati-Main Campus	200.675554	-14	Ohio University-Main Campus	221.7853975	-20	Bowling Green State University-Main Campus	25.05617187	-34	University Of Central Florida	1117.516823	-7	University Of Central Florida	1117.516823	-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
61	128.62.73.119	41300.76384	30.2960968	-97.73690033	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	227.5579358	1260	86	-13	University of California-Berkeley	94720	1716.503737	1355	94	-5	The University of Texas at Dallas	75080	20.59783358	1260	86	-13	University Of North Texas	76203	31.16176518	1105	67	-32	Texas A & M University-College Station	77843	216.1936781	1180	77	-22	No	The University of Texas at Austin	227.5579358	-13	.	1716.503737	.	The University of Texas at Dallas	20.59783358	-13	University Of North Texas	31.16176518	-32	Texas A & M University-College Station	216.1936781	-22	The University of Texas at Austin	227.5579358	-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
62	70.127.240.184	41299.77015	27.81520081	-82.62550354	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	23.78422504	1170	76	-5	University Of Central Florida	32816	94.67584274	1180	77	-4	University Of Miami	33146	274.0178597	1325	92	11	University Of Florida	32611	137.8580336	1265	87	6	Florida State University	32306	285.0658395	1195	79	-2	Yes	University of South Florida-Main Campus	23.78422504	-5	University Of Central Florida	94.67584274	-4	University Of Miami	274.0178597	11	University Of Florida	137.8580336	6	Florida State University	285.0658395	-2	University of South Florida-Main Campus	23.78422504	-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
63	73.94.118.196	41303.29296	40.6678009	-89.61810303	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	1055.929617	1500	99	0	Carnegie Mellon University	15213	485.3275603	1435	97	-2	University of Maryland-College Park	20742	696.6198625	1310	90	-9	University of Illinois at Urbana-Champaign	61820	2.292859691	1355	94	-5	Pennsylvania State University-Main Campus	16802	622.1503895	1195	79	-20	No	.	1055.929617	.	.	485.3275603	.	University of Maryland-College Park	696.6198625	-9	University of Illinois at Urbana-Champaign	2.292859691	-5	Pennsylvania State University-Main Campus	622.1503895	-20	University of Illinois at Urbana-Champaign	2.292859691	-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
64	50.200.160.146	41303.2914	41.86169434	-72.84970093	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	58.80532668	1230	83	4	Babson College	.	.	1255	86	7	Bentley University	.	.	1225	83	4	.	.	.	.	.	.	Pennsylvania State University-Main Campus	16802	302.1547899	1195	79	0	No	University of Connecticut	58.80532668	4	.	.	.	.	.	.	.	.	.	Pennsylvania State University-Main Campus	302.1547899	0	University of Connecticut	58.80532668	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
65	72.222.196.20	41298.32811	33.248703	-111.6343002	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	1680.986781	1175	77	49	Arizona State University-Tempe	85287	32.47845073	1145	73	45	University of California-Los Angeles	90095	428.3472008	1300	89	61	University Of Arizona	85721	89.19783432	1106.5	67	39	Purdue University-Main Campus	47907	1725.223439	1200	79	51	No	Indiana University-Bloomington	1680.986781	49	.	32.47845073	.	.	428.3472008	.	.	89.19783432	.	.	1725.223439	.	Indiana University-Bloomington	1680.986781	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
66	104.129.192.116	41299.47185	37.35009766	-121.9853973	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	1263.999488	1130	70	-26	Colorado State University-Fort Collins	80523	31.69117343	1135	71	-25	University Of Colorado Boulder	80309	98.25866902	1170	76	-20	Ohio State University-Main Campus	43210	1333.094722	1265	87	-9	University of Denver	80208	102.2435225	1210	81	-15	No	University of Cincinnati-Main Campus	1263.999488	-26	Colorado State University-Fort Collins	31.69117343	-25	University Of Colorado Boulder	98.25866902	-20	Ohio State University-Main Campus	1333.094722	-9	University of Denver	102.2435225	-15	University of Cincinnati-Main Campus	1263.999488	-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
67	207.157.94.121	41303.40604	33.10920715	-87.53919983	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	527.5776944	1125	70	-22	Miami University-Oxford	45056	30.19056201	1225	83	-9	University of South Carolina-Columbia	29208	520.9930239	1195	79	-13	Baldwin Wallace University	.	.	1075	62	-30	The College of Wooster	44691	202.5154341	1215	82	-10	No	The University of Alabama	527.5776944	-22	Miami University-Oxford	30.19056201	-9	University of South Carolina-Columbia	520.9930239	-13	Baldwin Wallace University	.	-30	The College of Wooster	202.5154341	-10	The University of Alabama	527.5776944	-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
68	24.184.69.125	41300.37322	40.74049377	-73.48400116	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	344.9144484	1030	54	-34	Central Washington University	98926	165.2710664	990	47	-41	Eastern Washington University	99004	324.3060515	970	43	-45	University Of Oregon	97403	293.9296995	1105	67	-21	University Of San Diego	92110	1262.524975	1215	82	-6	No	Washington State University	344.9144484	-34	Central Washington University	165.2710664	-41	Eastern Washington University	324.3060515	-45	University Of Oregon	293.9296995	-21	University Of San Diego	1262.524975	-6	Washington State University	344.9144484	-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
69	128.195.96.193	41299.66633	33.64030457	-117.7694016	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	407.2615908	1475	98	3	University of California-Berkeley	94720	423.7894431	1355	94	-1	University of California-Los Angeles	90095	65.58759322	1300	89	-6	University of California-Irvine	92697	15.23042924	1130	70	-25	University of California-Santa Barbara	93106	160.3168739	1215	82	-13	No	.	407.2615908	.	.	423.7894431	.	.	65.58759322	.	University of California-Irvine	15.23042924	-25	.	160.3168739	.	University of California-Irvine	15.23042924	-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
70	76.94.166.195	41296.57389	34.14529419	-119.1091003	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	53.14152828	1300	89	-4	University of California-San Diego	92093	171.3580186	1280	88	-5	University of California-Berkeley	94720	366.3822016	1355	94	1	University of California-Irvine	92697	102.0608393	1130	70	-23	University of California-Santa Barbara	93106	54.35941581	1215	82	-11	No	University of California-Los Angeles	53.14152828	-4	University of California-San Diego	171.3580186	-5	University of California-Berkeley	366.3822016	1	University of California-Irvine	102.0608393	-23	University of California-Santa Barbara	54.35941581	-11	University of California-Los Angeles	53.14152828	-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
71	50.5.246.164	41301.39843	39.16589355	-84.22949982	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	96.9885863	1265	87	4	Indiana University-Bloomington	47405	134.2876347	1175	77	-6	Purdue University-Main Campus	47907	188.0337572	1200	79	-4	Syracuse University	13244	565.4788515	1155	74	-9	Rochester Institute Of Technology	14623	485.4288438	1215	82	-1	No	Ohio State University-Main Campus	96.9885863	4	Indiana University-Bloomington	134.2876347	-6	Purdue University-Main Campus	188.0337572	-4	.	565.4788515	.	Rochester Institute Of Technology	485.4288438	-1	Ohio State University-Main Campus	96.9885863	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
72	47.185.162.193	41298.65486	33.02940369	-97.0687027	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	15.33047	1280	88	-8	University of California-Los Angeles	90095	134.0347367	1300	89	-7	Stanford University	94305	477.0428182	1475	98	2	University Of Southern California	90089	125.1286234	1380	95	-1	University Of San Diego	92110	4.990232027	1215	82	-14	No	.	15.33047	.	.	134.0347367	.	Stanford University	477.0428182	2	University Of Southern California	125.1286234	-1	University Of San Diego	4.990232027	-14	Stanford University	477.0428182	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
73	173.27.67.240	41303.47256	37.21899414	-93.31759644	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	11.09396123	1085	64	-14	University of Missouri-Columbia	65211	181.191839	1165	76	-2	University Of Arkansas	72701	125.1683911	1125	70	-8	Texas Christian University	76129	453.3561485	1180	77	-1	Baylor University	.	.	1225	83	5	No	Missouri State University-Springfield	11.09396123	-14	University of Missouri-Columbia	181.191839	-2	University Of Arkansas	125.1683911	-8	Texas Christian University	453.3561485	-1	.	.	.	Missouri State University-Springfield	11.09396123	-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
74	199.227.115.67	41299.64611	32.94799805	-96.8132019	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	17.78426483	1080	62	-34	The University of Texas at Dallas	75080	28.98261642	1260	86	-10	The University of Texas at Austin	78712	205.5421332	1260	86	-10	Texas Christian University	76129	23.26413735	1180	77	-19	Baylor University	76798	105.6728701	1225	83	-13	No	The University of Texas at Arlington	17.78426483	-34	.	28.98261642	.	.	205.5421332	.	.	23.26413735	.	Baylor University	105.6728701	-13	The University of Texas at Arlington	17.78426483	-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	<1 hour drive (commuting distance)	Yes	Yes	No
75	47.196.208.106	41299.44126	28.14759827	-82.76409912	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	47.32176572	1285	89	10	Boston College	02467	56.71316988	1360	94	15	Babson College	02457	54.04686611	1255	86	7	University of New Hampshire-Main Campus	03824	44.58214014	1100	65	-14	University of Connecticut	06269	112.6371984	1230	83	4	No	.	47.32176572	.	.	56.71316988	.	.	54.04686611	.	University of New Hampshire-Main Campus	44.58214014	-14	.	112.6371984	.	University of New Hampshire-Main Campus	44.58214014	-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	<1 hour drive (commuting distance)	Yes	No	No
76	173.63.97.95	41303.44253	40.84609985	-74.59140015	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	186.5567579	1420	96	-1	University Of Connecticut	06269	174.0808671	1230	83	-14	Quinnipiac University	06518	122.1702752	1095	65	-32	Rutgers University-New Brunswick	08901	43.97630323	1210	81	-16	The College Of New Jersey	08628	62.47203807	1235	84	-13	No	.	186.5567579	.	.	174.0808671	.	Quinnipiac University	122.1702752	-32	Rutgers University-New Brunswick	43.97630323	-16	The College Of New Jersey	62.47203807	-13	Quinnipiac University	122.1702752	-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
77	50.166.50.81	41296.34904	40.86689758	-74.8219986	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	31.00455827	1210	81	-14	Montclair State University	07043	7.75409108	970	43	-52	Pennsylvania State University-Main Campus	16802	222.6348119	1195	79	-16	University of Pennsylvania	19104	93.14167727	1450	97	2	The College Of New Jersey	08628	54.54582717	1235	84	-11	Yes	Rutgers University-New Brunswick	31.00455827	-14	.	7.75409108	.	.	222.6348119	.	.	93.14167727	.	.	54.54582717	.	Rutgers University-New Brunswick	31.00455827	-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	<1 hour drive (commuting distance)	No	No	No
78	73.81.159.251	41303.78432	40.05549622	-75.16059875	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	7.270664294	1120	69	4	Harvard University	02138	302.5512248	1505	99	34	Duke University	27708	406.6253067	1455	98	33	Princeton University	08544	39.43594394	1505	99	34	Clemson University	29634	672.4851841	1245	85	20	Yes	Temple University	7.270664294	4	Harvard University	302.5512248	34	Duke University	406.6253067	33	Princeton University	39.43594394	34	Clemson University	672.4851841	20	Temple University	7.270664294	4	3	Close to home and where my father went.	Yes	.	.	.	.	.	.	.	.	.	.	Very strong influence	.	.	.	.	Commute	Extremely important	<1 hour drive (commuting distance)	No	No	Yes
79	96.57.65.98	41297.48159	40.87319946	-73.08119965	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	1042.160653	1265	87	-8	University Of Miami	33146	1318.535374	1325	92	-3	University Of Central Florida	32816	1109.233945	1180	77	-18	University Of Chicago	60637	824.4582856	1515	99	4	Stony Brook University	11794	32.59961811	1250	85	-10	No	.	1042.160653	.	.	1318.535374	.	University Of Central Florida	1109.233945	-18	.	824.4582856	.	Stony Brook University	32.59961811	-10	Stony Brook University	32.59961811	-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
80	144.118.77.28	41299.65402	39.95970154	-75.19680023	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	230.8623878	1210	81	-14	Northeastern University	02115	276.4126243	1390	95	0	University of Pittsburgh-Pittsburgh Campus	15260	296.5431867	1255	86	-9	Drexel University	19104	138.9808513	1190	78	-17	Fordham University	10458	133.656943	1255	86	-9	No	University of Massachusetts-Amherst	230.8623878	-14	Northeastern University	276.4126243	0	University of Pittsburgh-Pittsburgh Campus	296.5431867	-9	Drexel University	138.9808513	-17	Fordham University	133.656943	-9	Drexel University	138.9808513	-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
81	136.61.35.204	41297.57277	39.01420593	-94.5951004	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	163.8872727	1085	64	10	Kansas State University	66506	127.1120402	1095	65	11	University of Kansas	66045	47.10677129	1150	73	19	Missouri Western State University	64507	58.14978007	950	40	-14	The University of Texas at Austin	78712	729.9203873	1260	86	32	No	Missouri State University-Springfield	163.8872727	10	Kansas State University	127.1120402	11	.	47.10677129	.	Missouri Western State University	58.14978007	-14	.	729.9203873	.	Kansas State University	127.1120402	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
82	70.120.250.158	41301.38031	26.27589417	-98.23300171	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	1732.239962	1150	73	-16	University of Maryland-College Park	20742	1761.16417	1310	90	1	Texas A & M University-Kingsville	78363	103.8342327	900	31	-58	St John's University-New York	11439	1992.483266	1090	64	-25	The University of Texas at Austin	78712	308.628235	1260	86	-3	No	George Mason University	1732.239962	-16	University of Maryland-College Park	1761.16417	1	Texas A & M University-Kingsville	103.8342327	-58	St John's University-New York	1992.483266	-25	The University of Texas at Austin	308.628235	-3	George Mason University	1732.239962	-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
83	107.201.237.222	41303.82043	32.86590576	-97.21759796	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	1415.023135	1380	95	64	University of California-Los Angeles	90095	1426.632834	1300	89	58	The University of Texas at Arlington	76013	19.11834877	1080	62	31	University Of North Texas	76203	29.42254722	1105	67	36	The University of Texas at Austin	78712	195.6523893	1260	86	55	Yes	University Of Southern California	1415.023135	64	University of California-Los Angeles	1426.632834	58	The University of Texas at Arlington	19.11834877	31	University Of North Texas	29.42254722	36	The University of Texas at Austin	195.6523893	55	The University of Texas at Arlington	19.11834877	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	<1 hour drive (commuting distance)	Yes	Yes	No
84	207.58.243.107	41300.3995	41.69720459	-81.19740295	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	76.6436508	1235	84	11	The University of Tennessee-Knoxville	37996	203.2200691	1165	76	3	Ohio University-Main Campus	45701	555.6543516	1085	64	-9	University of Charleston	25304	506.0987564	940	38	-35	University Of Florida	32611	345.7446003	1265	87	14	No	.	76.6436508	.	The University of Tennessee-Knoxville	203.2200691	3	Ohio University-Main Campus	555.6543516	-9	.	506.0987564	.	University Of Florida	345.7446003	14	Ohio University-Main Campus	555.6543516	-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
85	99.38.225.2	41303.47054	26.10009766	-80.27230072	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	814.1938549	1455	98	2	Brown University	02912	1442.860564	1435	97	1	New York University	10012	1262.393244	1355	94	-2	Boston University	.	.	1285	89	-7	University Of Florida	32611	319.5364062	1265	87	-9	No	.	814.1938549	.	.	1442.860564	.	New York University	1262.393244	-2	Boston University	.	-7	University Of Florida	319.5364062	-9	University Of Florida	319.5364062	-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
86	72.83.68.226	41300.43141	38.89120483	-76.89530182	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	224.4088266	1355	94	-3	Georgetown University	20057	13.65338916	1405	96	-1	Full Sail University	32792	856.8180545	Nonsel	Nonsel	-47	University of Michigan-Ann Arbor	48109	534.4432246	1380	95	-2	University Of Florida	32611	792.1699745	1265	87	-10	No	.	224.4088266	.	.	13.65338916	.	Full Sail University	856.8180545	-47	University of Michigan-Ann Arbor	534.4432246	-2	.	792.1699745	.	Full Sail University	856.8180545	-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
87	128.227.2.255	41300.30911	29.65159607	-82.32479858	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	1317.552986	1435	97	-1	Princeton University	08544	1094.293074	1505	99	1	Georgetown University	20057	910.9898162	1405	96	-2	Duke University	27708	688.8862766	1455	98	0	University Of Florida	32611	136.8905586	1265	87	-11	No	.	1317.552986	.	.	1094.293074	.	.	910.9898162	.	.	688.8862766	.	University Of Florida	136.8905586	-11	University Of Florida	136.8905586	-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
88	24.242.55.22	41298.56649	31.02909851	-97.85350037	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	224.8611849	1010	50	-11	Florida Agricultural and Mechanical University	32307	364.1328379	940	38	-23	Florida State University	32306	363.0591085	1195	79	18	Indian River State College	34981	4.209789812	Nonsel	Nonsel	-11	University Of Florida	32611	215.8513026	1265	87	26	Yes	Jacksonville University	224.8611849	-11	Florida Agricultural and Mechanical University	364.1328379	-23	.	363.0591085	.	Indian River State College	4.209789812	-11	.	215.8513026	.	Indian River State College	4.209789812	-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
89	73.252.155.41	41298.65389	37.70899963	-122.088501	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	20.53010412	1355	94	-3	Stanford University	94305	32.38338094	1475	98	1	University of California-Davis	95616	77.18237962	1195	79	-18	University of California-Los Angeles	90095	354.2424727	1300	89	-8	University of California-San Diego	92093	466.0022949	1280	88	-9	Yes	University of California-Berkeley	20.53010412	-3	.	32.38338094	.	University of California-Davis	77.18237962	-18	University of California-Los Angeles	354.2424727	-8	University of California-San Diego	466.0022949	-9	University of California-Berkeley	20.53010412	-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
90	107.15.172.230	41297.70927	35.74630737	-78.72389984	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	26.88176042	1045	57	-28	University Of Central Florida	32816	206.8849163	1180	77	-8	.	.	.	.	.	.	University of North Carolina at Chapel Hill	27599	804.7981012	1305	90	5	University of Wisconsin-Madison	53706	1508.840864	1280	88	3	No	Florida Atlantic University	26.88176042	-28	.	206.8849163	.	.	.	.	.	804.7981012	.	.	1508.840864	.	Florida Atlantic University	26.88176042	-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	<1 hour drive (commuting distance)	No	No	No
91	67.11.133.80	41296.57587	29.40370178	-98.72460175	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	1184.648523	1505	99	10	The University of Texas at San Antonio	78249	1393.728123	1050	57	-32	The University of Texas at Austin	78712	1309.571473	1260	86	-3	Northwest Vista College	78251	1399.306172	Nonsel	Nonsel	-39	University of Wisconsin-Madison	53706	138.8105956	1280	88	-1	Yes	.	1184.648523	.	The University of Texas at San Antonio	1393.728123	-32	The University of Texas at Austin	1309.571473	-3	Northwest Vista College	1399.306172	-39	University of Wisconsin-Madison	138.8105956	-1	The University of Texas at San Antonio	1393.728123	-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
92	68.82.12.11	41300.78169	39.95970154	-75.19680023	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	148.8264778	1310	90	-5	Hofstra University	11549	107.4468848	1165	76	-19	Saint Johns University	56321	1252.130056	1095	65	-30	Saint Joseph'S University	19131	21.83684773	1110	67	-28	Franklin and Marshall College	17604	88.88404187	1302	89	-6	No	University of Maryland-College Park	148.8264778	-5	Hofstra University	107.4468848	-19	Saint Johns University	1252.130056	-30	Saint Joseph'S University	21.83684773	-28	Franklin and Marshall College	88.88404187	-6	Saint Joseph'S University	21.83684773	-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
93	66.146.250.64	41303.39865	40.59700012	-98.33110046	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	106.4502054	1170	76	-10	Hastings College	68901	0	990	47	-39	Coe College	52402	420.7397533	1175.5	77	-9	University Of Nebraska At Kearney	68849	53.9909427	965	43	-43	United States Air Force Academy	80840	467.147482	1305	90	4	No	University of Nebraska-Lincoln	106.4502054	-10	Hastings College	0	-39	Coe College	420.7397533	-9	University Of Nebraska At Kearney	53.9909427	-43	United States Air Force Academy	467.147482	4	University of Nebraska-Lincoln	106.4502054	-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
94	74.124.173.43	41303.40284	36.01620483	-80.04340363	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	11.21699272	1033	54	-34	Harvard University	02138	180.7823554	1505	99	11	SUNY College at Geneseo	14454	228.7211427	1285	89	1	SUNY at Binghamton	13850	138.6515246	1302.5	89	1	University of North Carolina at Chapel Hill	27599	647.8558942	1305	90	2	No	The College Of Saint Rose	11.21699272	-34	.	180.7823554	.	SUNY College at Geneseo	228.7211427	1	SUNY at Binghamton	138.6515246	1	.	647.8558942	.	The College Of Saint Rose	11.21699272	-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
95	24.199.169.126	41301.38763	36.07260132	-79.79199982	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	340.5344029	1450	97	-2	Columbia University in the City of New York	10027	441.8166641	1480	98	-1	Dartmouth College	03755	695.6878057	1455	98	-1	Duke University	27708	168.8016975	1455	98	-1	University of North Carolina at Chapel Hill	27599	167.6913072	1305	90	-9	No	.	340.5344029	.	.	441.8166641	.	.	695.6878057	.	.	168.8016975	.	University of North Carolina at Chapel Hill	167.6913072	-9	University of North Carolina at Chapel Hill	167.6913072	-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
96	68.114.126.189	41299.66103	30.25740051	-89.71900177	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	86.08911426	1135	71	4	University Of Louisiana At Lafayette	70503	147.072347	1070	61	-6	Southeastern University	33801	623.6124759	960	42	-25	University Of New Orleans	70148	36.1370843	1085	64	-3	Tulane University of Louisiana	70118	43.21201667	1320	91	24	No	Louisiana State University and Agricultural & Mechanical College	86.08911426	4	University Of Louisiana At Lafayette	147.072347	-6	.	623.6124759	.	University Of New Orleans	36.1370843	-3	.	43.21201667	.	University Of Louisiana At Lafayette	147.072347	-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
97	12.179.104.81	41303.29449	35.22709656	-80.8431015	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	41.98418719	1355	94	-5	University of California-San Diego	92093	463.5398009	1280	88	-11	Cornell University	14853	2822.331946	1420	96	-3	Rice University	77005	1899.985329	1460	98	-1	Tulane University of Louisiana	70118	2245.787095	1320	91	-8	No	.	41.98418719	.	University of California-San Diego	463.5398009	-11	Cornell University	2822.331946	-3	Rice University	1899.985329	-1	Tulane University of Louisiana	2245.787095	-8	Rice University	1899.985329	-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
98	68.227.247.172	41296.75068	33.50909424	-112.0823975	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	838.4180108	985	47	-42	New Jersey Institute Of Technology	07102	1170.104709	1140	71	-18	Harvard University	02138	1370.94182	1505	99	10	Kenyon College	43022	726.7110051	1320	91	2	No	Century College	0	-39	Marshall University	838.4180108	-42	New Jersey Institute Of Technology	1170.104709	-18	.	1370.94182	.	.	726.7110051	.	Century College	0	-39	2	price, location	Yes	.	.	.	.	.	.	.	.	.	.	Minimal influence	No influence	Minimal influence	No influence	No influence	Commute	Extremely important	<1 hour drive (commuting distance)	Yes	No	No
99	199.244.50.200	41297.44944	40.71429443	-74.0059967	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	12.79776103	1230	83	4	Washington State University	99164	288.2087349	1030	54	-25	Western Washington University	98225	87.90103265	1105	67	-12	Georgetown University	20057	2760.532232	1405	96	17	Whitman College	99362	275.87141	1321.5	91	12	No	University of Washington-Seattle Campus	12.79776103	4	.	288.2087349	.	.	87.90103265	.	.	2760.532232	.	.	275.87141	.	University of Washington-Seattle Campus	12.79776103	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	<1 hour drive (commuting distance)	Unsure	No	Yes
100	184.164.147.24	41297.41966	33.43569946	-111.917099	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	575.0324335	1200	79	-20	Boston College	02467	1106.146973	1360	94	-5	University of Virginia-Main Campus	22903	544.3714935	1355	94	-5	University Of Florida	32611	363.9315136	1265	87	-12	University Of Miami	33146	700.8663132	1325	92	-7	Yes	Purdue University-Main Campus	575.0324335	-20	.	1106.146973	.	.	544.3714935	.	University Of Florida	363.9315136	-12	.	700.8663132	.	Purdue University-Main Campus	575.0324335	-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