idx,id,sex,age,native_lang,height_cm,weight_kg,smoker,country_raised,state_raised,city_raised,country_born,state_born,city_born,occupation
1,110236,f,51,use,157.000000,64.545455,n,usa,nj,Lindenwold,usa,nj,Camden,disabled
2,111138,f,24,use,160.000000,68.040000,,usa,pa,Philadelphia,usa,pa,Philadelphia,research coordinator
3,111268,m,24,use,175.000000,75.000000,n,usa,pa,Norristown,usa,pa,Norristown,waiter
4,111595,f,26,use,160.000000,NaN,n,usa,ky,Lexington,usa,ny,Bronx,student
5,111756,m,45,use,183.000000,77.272727,n,usa,ny,Long Island,usa,ny,New York,fitness coach/nutrition consultant
6,113093,f,41,eng,168.000000,77.272727,n,usa,ne,Lincoln,usa,ny,Sleepy Hollow,professor
7,120208,m,25,eng,168.000000,75.000000,n,usa,pa,Allentown,usa,pa,Allentown,restaurant cook
8,120214,m,33,eng,165.000000,70.454545,n,usa,pa,philadelphia,usa,pa,philadelphia,child care/ maintenance
9,120215,m,29,eng,185.000000,95.454545,n,usa,pa,Newtown Square,usa,pa,Bryn Mawr,unemployed
10,120216,m,21,eng,168.000000,61.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,
11,120217,m,54,eng,185.000000,106.818182,y,usa,pa,Honesdale,usa,nj,Jersey City,teacher
12,120218,m,23,eng,191.000000,68.181818,y,usa,pa,Philadelphia,usa,pa,Philadelphia,student
13,120221,m,22,eng,180.000000,84.090909,n,usa,pa,Philadelphia,usa,pa,Philadelphia,musician
14,120225,m,53,eng,160.000000,50.909091,y,usa,pa,Philadelphia,usa,pa,Philadelphia,it contractor
15,120226,m,35,y,180.000000,92.727273,n,usa,nj,Cherry Hill,usa,nj,Voorhees,sales
16,120229,m,47,eng,180.000000,93.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
17,120232,m,26,eng,188.000000,97.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,e-business analyst
18,120233,m,34,eng,178.000000,77.272727,y,usa,il,Chicago,usa,il,Chicago,architect
19,120235,m,29,eng,173.000000,72.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
20,120238,m,27,eng,188.000000,86.363636,y,usa,pa,Philadelphia,usa,pa,Philadelphia,student
21,120242,m,61,eng,173.000000,68.181818,y,usa,fl,West Palm Beach,usa,in,,lawyer
22,120243,m,53,eng,178.000000,72.727273,n,usa,pa,Collingdale,usa,pa,Landsdown,sales consulting
23,120245,m,25,eng,178.000000,82.727273,n,usa,pa,Ardmore,usa,pa,Philadelphia,retail - game stop game advisor
24,120246,m,44,eng,180.000000,86.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,
25,120255,m,33,,170.000000,59.090909,n,usa,pa,Hatboro,usa,ga,Marietta,unemployed
26,120256,m,23,eng,180.000000,84.090909,n,usa,pa,Havertown,usa,pa,Havertown,delivery driver/editor
27,120259,m,22,eng,180.000000,68.181818,n,usa,pa,Philadelphia,usa,ma,Boston,student
28,120261,m,62,eng,183.000000,84.090909,n,usa,pa,,usa,pa,Philadelphia,writer
29,120262,m,37,eng,196.000000,109.090909,n,greece,,Athens,usa,pa,Lower Merion Twp,forensic research and previsualization
30,120263,m,28,eng,170.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Huntington Valley,soon to be a grad student
31,120265,m,42,eng,173.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,teacher
32,120266,m,20,eng,178.000000,65.909091,n,usa,pa,Pottville,usa,pa,Pottville,student
33,120269,m,24,eng,175.000000,68.181818,n,costa rica,san jose,Escazu,mexico,mexico city,Mexico City,student
34,120271,m,21,eng,183.000000,75.000000,n,usa,pa,philadelphia,usa,pa,philadelphia,student
35,120274,m,49,eng,163.000000,68.181818,y,usa,nj,Newark,usa,nj,Belleville,construction
36,120278,m,23,eng,188.000000,79.545455,n,usa,ga,Atlanta,kenya,nairobi province,Nairobi,student
37,120279,m,55,eng,185.000000,95.454545,n,usa,pa,Philadelphia,usa,pa,Philadelphia,driver
38,120281,m,25,use,193.000000,84.090909,y,usa,pa,Philadelphia,usa,pa,Drexelville,customer service
39,120282,f,23,eng,163.000000,77.272727,n,usa,ct,Sherman,usa,ny,New York,temp worker
40,120284,f,21,German/Arabic,160.000000,56.818182,n,germany/united states,germany/pennsylvania,Marburg/Philadelphia,germany,hesse,Marburg,student
41,120288,m,21,eng,175.000000,75.000000,n,usa,wyoming,Cody,usa,wyoming,Casper,student
42,120290,m,32,eng,175.000000,86.363636,y,usa,nj,Stillwater,usa,nj,Hackettstown,student
43,120293,f,59,eng,157.000000,59.090909,n,,ny,Brooklyn,,ny,Port Jarvis,instructor
44,120294,m,24,eng,173.000000,68.181818,n,usa,md,Mount Airy,usa,md,Rocksville,student
45,120295,f,37,eng,152.000000,68.181818,n,usa/iran,pa,Philadelphia/Qum,usa,,Philadelphia,nurse
46,120297,f,27,eng,157.000000,55.454545,n,usa,pa,philadelphia,usa,pa,philadelphia,student
47,120299,f,25,eng,178.000000,61.363636,n,usa,va,chantilly,usa,ct,new london,non-profit
48,120300,m,32,use,175.000000,72.727273,n,usa,pa,Parkside,usa,ca,Santa Ana,freelance
49,120301,f,25,eng,173.000000,81.818182,n,usa,pa,philadelphia,usa,pa,philadelphia,waitress
50,120302,f,61,use,170.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,administrator
51,120303,m,25,eng,180.000000,68.181818,n,usa,ny,manhattan,usa,ny,manhattan,annotator/ tutor
52,120304,m,27,eng,185.000000,81.818182,y,usa,pa,Philadelphia,usa,pa,Philadelphia,artist
53,120306,f,24,eng,160.000000,47.727273,n,usa,pa,Allentown,usa,pa,Allentown,nanny
54,120308,f,47,eng,168.000000,59.090909,n,ireland,,Dublin,ireland,,Dublin,admissions coordinator
55,120309,m,23,eng,183.000000,100.000000,n,usa,pa,Springfield,usa,pa,Bryn Mawr,student
56,120310,f,24,Mandarin,160.000000,59.090909,n,usa,ca,South Pasadena,china,beijing,Beijing,dental student
57,120311,m,25,eng,173.000000,61.363636,n,usa,pa,Cheltenham,usa,pa,Philadelphia,musician
58,120312,m,50,eng,168.000000,54.545455,y,usa,nj,Belle Mead,usa,ma,Cambridge,audio engineer
59,120314,m,22,Arabic,178.000000,70.454545,n,usa,pa,Philadelphia,sudan,rusairis,Rusairis,student
60,120315,f,54,eng,157.000000,65.909091,n,usa,pa,bryn mawr,usa,pa,bryn mawr,librarian
61,120316,m,24,eng,188.000000,77.272727,n,usa,pa,Audoban,usa,pa,Audoban,student
62,120317,f,21,eng,168.000000,51.818182,n,usa,md,Rockville,usa,dc,Washington DC,student
63,120318,m,55,eng,178.000000,131.818182,n,usa,pa,Abington,usa,dc,Washington,professor
64,120319,f,28,eng,165.000000,59.090909,n,usa,pa,Phialdelphia,usa,ca,Santa Monica,teacher/artist
65,120323,m,26,eng,165.000000,57.272727,n,usa,louisiana,New Orleans,usa,louisiana,New Orleans,art museum
66,120329,m,22,eng,175.000000,59.090909,y,usa,pa,Northeast Philadelphia,usa,pa,Northeast Philadelphia,student
67,120330,f,54,eng,168.000000,88.636364,,usa,ny,New York City,usa,pa,Philadelphia,educator (director)
68,120332,f,61,eng,152.000000,54.545455,n,usa,pa,philadelphia,usa,pa,philadelphia,annotator
69,120333,f,21,eng,160.000000,56.818182,n,usa,pa,Bala Cynwyd,usa,ny,Manhattan,student
70,120335,f,29,eng,170.000000,61.363636,n,usa,ct,New Haven,usa,nc,Fayetteville,student
71,120337,m,30,eng,183.000000,75.000000,y,usa,ri,Kingston,usa,ri,Warwick ,annotator
72,120338,m,21,eng,178.000000,75.000000,n,usa,pa,Wyncote,usa,pa,Wyncote,student
73,120339,f,25,eng,157.000000,59.090909,n,usa,ny,Caccaraugus,usa,ny,Gowanda,administrative assistant
74,120343,m,24,eng,160.000000,52.272727,n,usa,nj,Sommers Point,usa,nj,Sommers Point,unemployed
75,120344,f,27,eng,157.000000,52.272727,n,usa,pa,Havertown,usa,pa,Havertown,theater tech
76,120345,f,24,eng,155.000000,57.272727,y,usa,va,Nelson County,usa,va,Charlottesville,server
77,120346,m,24,eng,178.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
78,120347,m,26,eng,168.000000,68.181818,n,usa,pa,Harrisburg,usa,pa,Harrisburg,student
79,120348,f,26,eng,168.000000,79.545455,n,usa,pa,philadelphia,usa,pa,philadelphia,hearing instrument specialist
80,120351,m,22,eng,180.000000,72.727273,n,usa,pa,Ben Salem,usa,pa,Philadelphia,student
81,120353,m,27,eng,191.000000,95.454545,n,usa,pa,Elkins Park,usa,pa,Plymouth Meeting,salesman
82,120354,m,24,eng,170.000000,105.000000,n,usa,ma,Fall River,usa,ma,Fall River,writer student
83,120355,m,24,eng,180.000000,79.545455,n,usa,ct,Bridgeport,usa,ct,Bridgeport,freelance
84,120359,f,34,eng,163.000000,0.000000,n,usa,ma,Boston suburbs,usa,ca,San Francisco,research assistant writer translator
85,120361,m,20,eng,180.000000,100.000000,n,usa,pa,Wynnewood,usa,pa,Wynnewood,student
86,120362,m,24,use,178.000000,63.636364,n,usa,pa,Norristown,usa,pa,Norristown,student
87,120365,f,22,Albanian,160.000000,63.636364,n,usa,pa,Philadelphia,albania,,Patos,student
88,120367,f,64,eng,163.000000,100.000000,y,usa,pa,tyrone,usa,pa,huntingdon,teacher
89,120368,f,27,eng,160.000000,59.090909,n,usa,hampton,New Hampshire,usa,san francisco,California,social service
90,120371,m,53,use,201.000000,130.000000,n,usa,pa,Cheyney,usa,pa,Philadelphia,historian
91,120372,m,27,,168.000000,57.727273,y,usa,ma,Boston,can,ontario,Toronto,unemployed
92,120374,f,23,eng,160.000000,54.545455,n,usa,ca,Santa Monica,usa,ca,Santa Monica,waitress
93,120376,f,37,eng,170.000000,79.545455,y,usa,az,Phoenix,usa,ga,Riverdale,student
94,120379,m,24,eng,183.000000,68.181818,y,usa,pa,Cheltenham,usa,pa,Abington,bookstore worker
95,120380,f,20,eng,173.000000,72.727273,n,kirgistan,,,kirgistan,,Bishkek,student
96,120382,f,22,eng,152.000000,47.727273,n,usa,pa,phildelphia,usa,pa,philadelphia,student
97,120390,f,28,eng,170.000000,59.090909,n,usa,nc,Winston-Salem,usa,nc,Winston-Salem,social worker
98,120395,m,24,Ethiopian/English,180.000000,70.454545,n,usa,nj,Jersey City,ethiopia,,Addis Ababa,administrative assistant
99,120397,m,22,eng,173.000000,77.272727,o,usa,pa,King of Prussia,india,thirvila kerala,thirvila,student
100,120399,m,21,eng,180.000000,70.454545,y,usa,pa,Reading,usa,pa,Reading,student
101,120400,m,27,eng,165.000000,61.363636,n,usa,ny,New York City,usa,ny,New York City,office manager
102,120401,f,24,eng,157.000000,47.727273,n,usa,pa,Philadelphia,romania,,Bucharest,non-profit work
103,120402,m,61,eng,183.000000,79.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
104,120403,m,31,use,191.000000,77.272727,n,usa,mi,Coldwater,usa,mi,Coldwater,student
105,120404,m,24,eng,196.000000,93.181818,n,usa,pa,Wynnewood,usa,il,Chicago ,student
106,120405,f,26,eng,175.000000,100.000000,n,usa,pa,Philadelphia,usa,ca,Castro Valley,artist
107,120406,m,22,eng,178.000000,68.181818,n,usa,pa,,usa,pa,Abington,student
108,120409,f,29,eng,160.000000,61.818182,n,usa,in,Sotuh Bend,usa,in,Munster,school teacher
109,120418,m,24,eng,180.000000,141.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,administration
110,120424,f,29,eng,168.000000,59.090909,n,usa,mo,St. Louis,usa,mo,St. Louis,administrative assistant
111,120425,f,28,eng,170.000000,72.727273,n,usa,nc,Cary,usa,ny,Poughkeepsie,chef
112,120426,f,24,eng,165.000000,61.363636,n,usa,nj,Sparta,usa,nj,Morristown,unemployed
113,120428,f,25,eng,168.000000,56.818182,n,usa,md,Baltimore,usa,md,Baltimore,student
114,120430,m,30,eng,173.000000,77.272727,n,usa,il,Chicago,usa,il,Chicago,student
115,120431,m,43,eng,170.000000,56.818182,n,usa,al,Decatur,usa,al,Decatur,student
116,120432,m,59,eng,175.000000,88.636364,n,usa,pa,Bucks County,usa,pa,Philadelphia,travel agent
117,120433,m,31,eng,173.000000,70.909091,n,usa,nj,Cherry Hill,usa,dc,DC,
118,120434,m,32,eng,185.000000,71.818182,n,usa,ct,Norwalk,usa,ct,Stanford,artist
119,120435,f,29,eng,165.000000,59.090909,n,usa,ma,Frederick,usa,md,Frederick,language specialist english teacher
120,120436,f,26,eng,163.000000,90.909091,n,usa,pa,York,usa,pa,York,social worker
121,120438,m,66,eng,173.000000,70.454545,y,usa,md & ny,Baltimore & Poughkeepsie,usa,md,Baltimore,photographer
122,120440,m,24,eng,NaN,NaN,n,india,mumbai,,india,bombay,,student
123,120443,f,26,eng,170.000000,70.454545,n,usa,pa,Philadelphia,usa,pa,Philadelphia,customer service rep.
124,120444,f,26,eng,170.000000,81.818182,n,usa,pa,Towanda,usa,pa,Altoona,social worker
125,120447,m,33,eng,185.000000,72.727273,y,usa,nj,Plainfield,usa,nj,Plainfield,house worker
126,120448,f,36,eng,173.000000,70.454545,n,usa,ny,Staten Island,usa,ny,Staten Island,professor
127,120450,m,26,eng,170.000000,65.909091,n,usa,ca,San Francisco,usa,ca,San Francisco,unemployed
128,120452,m,25,eng,178.000000,75.000000,n,usa,pa,West Chester,usa,pa,West Chester,shipping and recieving
129,120453,f,80,eng,170.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
130,120454,f,26,eng,165.000000,59.090909,n,usa,oh,Parma,usa,oh,Cleveland,student
131,120455,f,32,eng,168.000000,81.818182,n,usa,ca,Lafayette,usa,ca,Walnut Creek,student
132,120457,m,34,eng,175.000000,61.363636,n,usa,pa,Abington,usa,pa,Abington,library specialist
133,120458,m,34,eng,175.000000,70.454545,n,usa,pa,Philadelphia,usa,pa,Philadelphia,artist
134,120461,f,66,eng,163.000000,51.363636,n,usa,ct,Litchfield,usa,tx,Midland,wrtier/editor
135,120462,f,61,eng,160.000000,58.181818,n,usa,nj,Magnolia,usa,nj,Camden,yoga instructor
136,120463,m,65,eng,188.000000,81.818182,n,usa,pa,Philadelphia,usa,ga,Atlanta,lawyer professor
137,120465,m,30,eng,170.000000,65.909091,n,usa,pa,Philadelphia,ukraine,kiev,Kiev,unemployed
138,120466,m,23,use,173.000000,72.727273,n,usa,tx,Fort Worth,usa,tx,Fort Worth,student
139,120467,m,30,eng,180.000000,90.909091,n,usa,pa,Philadelphia,usa,wi,Milwaukee,job contractor
140,120468,f,26,eng,170.000000,63.636364,y,usa,nj,Summit,usa,nj,Summit,personal assistant
141,120469,f,22,use,168.000000,52.272727,n,usa,tx,Irving,usa,tx,Irving,office manager
142,120472,f,70,eng,160.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
143,120473,f,72,eng,165.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
144,120474,f,26,eng,168.000000,77.272727,n,usa,ny,Brooklyn,usa,ny,Brooklyn,student
145,120475,f,29,eng,183.000000,90.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,attorney
146,120480,f,57,eng,165.000000,58.636364,n,usa,ny,Beth Page,usa,al,Montgomery,medical writer
147,120481,m,26,eng,180.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,freelance
148,120482,f,34,eng,160.000000,54.545455,n,usa,pa,Pottstown,usa,pa,Pottstown,graphic designer
149,120483,m,29,eng,173.000000,70.454545,n,usa,ny/nj,,usa,ny,New York,freelance
150,120484,f,28,eng,173.000000,70.454545,n,usa,pa/va,Havertown,usa,pa,Brym Mawr,student
151,120485,f,20,eng,165.000000,59.090909,n,usa,ca,San Jose,usa,ca,San Jose,bookseller
152,120488,f,27,eng,155.000000,58.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,non-profit
153,120489,f,32,eng,173.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
154,120492,m,30,eng,170.000000,68.181818,n,usa,pa,Philadelphia,usa,nj,Vineland,massage therapist
155,120493,m,27,eng,173.000000,54.545455,n,,pa,Bensalem,,nj,Neptune,student
156,120494,m,24,eng,178.000000,68.181818,y,usa,pa,Cheltenham,usa,pa,Abington,audio engineer
157,120497,m,28,eng,180.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,admissions
158,120498,f,29,eng,165.000000,56.818182,n,usa,va,Woodstock,usa,va,Woodstock,administrative assistant
159,120499,m,28,eng,180.000000,65.909091,n,usa,oh,Dayton,usa,oh,Dayton,student
160,120500,f,68,eng,160.000000,109.090909,n,usa,az,Tuscon,usa,pa,Norristown,retired
161,120501,f,26,eng,163.000000,63.636364,y,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
162,120502,f,24,eng,160.000000,54.545455,y,usa,ny,New York,usa,ny,New York,lab technician/print shop
163,120503,f,21,eng,165.000000,59.090909,n,usa,wn,la crosse,usa,il,chicago,student
164,120505,f,34,use,160.000000,65.909091,n,usa,fl,Altamonte Springs,usa,fl,Altamonte Springs,school counselor
165,120506,f,29,,163.000000,65.909091,n,usa,nj,Pennsauken,usa,nj,Pennsauken,researcher
166,120509,m,43,eng,188.000000,113.636364,y,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
167,120510,f,31,eng,170.000000,72.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,translator
168,120511,m,49,eng,168.000000,51.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
169,120512,m,31,eng,175.000000,136.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,caretaker
170,120513,f,23,eng,165.000000,105.000000,n,usa,pa,Malvern,ukraine,,Kharkov,clinical research assistant
171,120515,f,71,eng,163.000000,72.727273,n,usa,pa,Philadelphia/suburbs,usa,pa,Philadelphia,retired
172,120519,f,22,eng,147.000000,43.181818,n,usa,pa,philadelphia,usa,pa,philadelphia,temporary extra person ldc
173,120520,f,24,eng,157.000000,61.363636,n,usa,md,Takoma Park,usa,md,Takoma Park,tutor/barrista
174,120521,f,24,use,155.000000,50.000000,n,usa,pa,Jenkintown,usa,pa,Jenkintown,student
175,120522,f,73,use,160.000000,63.636364,n,usa,pa,Phila,usa,pa,Phila,retired
176,120523,f,75,eng,165.000000,58.636364,n,usa,pa,Phila,usa,pa,Phila,retired
177,120524,f,31,eng,173.000000,61.363636,n,usa,wi,Kenosha,usa,il,Winnsfield,social worker
178,120525,m,27,eng,191.000000,84.090909,y,usa,pa,Havertown,usa,pa,Bryn Mawr,teacher
179,120526,f,51,eng,163.000000,NaN,n,usa,pa,Philadelphia,usa,pa,Philadelphia,data entry
180,120527,m,24,eng,170.000000,72.727273,n,usa,pa,Philadelphia,usa,ny,Brooklyn,audio engineer
181,120529,f,30,eng,160.000000,53.636364,n,usa,pa,Huntingdon Valley,usa,pa,Abington,administrative
182,120532,f,79,eng,155.000000,55.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
183,120533,m,28,eng,185.000000,81.818182,n,usa,pa,,usa,pa,Philadelphia,accounting
184,120534,f,31,eng,173.000000,63.636364,n,usa,va,Richmond,usa,ky,Newport,barrista
185,120535,m,30,eng,173.000000,65.909091,y,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
186,120537,m,59,eng,180.000000,120.454545,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
187,120538,m,24,eng,175.000000,72.727273,n,usa,ct,Glastonbury,usa,nj,East Orange,video editor for non-profit
188,120540,m,59,eng,173.000000,102.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,procurement
189,120541,f,56,eng,163.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,research coordinator
190,120544,f,42,use,157.000000,63.636364,n,usa,pa,Philadelphia,usa,pa,Phildelphia,college administrator
191,120546,f,83,eng,157.000000,63.636364,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
192,120548,m,32,use,183.000000,84.090909,n,usa,va,Charlottesville,can,ontario,Toronto,administrative assistant
193,120550,m,30,eng,170.000000,68.181818,n,usa,pa,Bethlehem,usa,pa,Bethlehem,independant contractor
194,120552,m,33,eng,175.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,teacher
195,120555,f,28,eng,165.000000,70.454545,o,usa,md,Tacoma Park,usa,dc,Washington DC,student
196,120556,f,26,eng,165.000000,61.818182,n,usa,pa,Bensalem/Council Rock,usa,pa,Philadelphia,video/television editor
197,120558,f,49,eng,173.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,paralegal
198,120560,m,58,eng,185.000000,113.636364,n,usa,pa,Doylestown,usa,pa,Doylestown,salesman/unemployed
199,120561,f,19,eng,168.000000,56.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
200,120562,f,26,eng,168.000000,59.090909,n,usa,pa,Glen Mills,usa,pa,Chester,freelance
201,120563,f,24,eng,168.000000,56.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
202,120564,f,29,eng,160.000000,71.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,bartender
203,120565,f,33,eng,163.000000,54.545455,n,usa,tx,Austin,usa,in,Indianapolis,nurse practitioner
204,120566,m,32,eng,168.000000,61.363636,n,usa,pa,Philadelphia,lebanon,,Tripoli,waiter
205,120568,f,40,eng,155.000000,100.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,self-employed
206,120570,m,35,eng,183.000000,77.272727,n,usa,or,Salem,usa,or,Salem,education
207,120572,f,22,eng,155.000000,54.545455,n,usa,pa,Wynnewood,rus,,St Petersburg,campaign worker
208,120573,f,24,eng,163.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
209,120574,m,25,eng,178.000000,70.454545,n,usa,pa,Merion,usa,ma,Boston,unemployed
210,120575,f,57,eng,157.000000,50.000000,n,usa,ct,Bridge Port,usa,ct,Bridge Port,usher
211,120577,f,27,eng,170.000000,68.181818,y,usa,tx,Houston,usa,tx,Houston,waitress
212,120578,f,22,eng,152.000000,54.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
213,120579,f,28,eng,163.000000,59.090909,n,usa,mi,Bloomfield,usa,ny,New York City,researcher
214,120580,f,23,use,163.000000,100.000000,y,usa,ny,Clifton Park,usa,oh,Akron,food server
215,120581,f,36,eng,163.000000,68.181818,n,usa,ca,LA,usa,ca,Santa Monica,therapist
216,120582,m,47,eng,170.000000,65.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,waiter
217,120585,f,55,eng,163.000000,61.363636,y,usa,pa,Philadelphia,usa,pa,Philadelphia,office clerical
218,120587,m,29,eng,178.000000,68.181818,n,usa,columbia,Washington,usa,mi,Kalamazoo,video/media tech
219,120588,f,57,eng,178.000000,100.909091,n,usa,ny,Queens,usa,ny,Brooklyn,massage therapist / career counselor
220,120589,m,25,eng,196.000000,88.636364,y,usa,pa,Philadelphia,usa,pa,Philadelphia,carpenter
221,120590,f,22,eng,165.000000,54.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,intern / student
222,120591,f,21,eng,160.000000,65.000000,y,usa,pa,Upper Darby,usa,pa,Upper Darby,student
223,120592,f,92,eng,155.000000,54.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,former technician at pharmaceutical place
224,120593,f,25,eng,170.000000,68.181818,n,usa,ny,Hawthorne,can,on,London,artist/coffeeshop
225,120594,f,28,eng,170.000000,90.909091,n,usa,nj,Jackson,usa,nj,Edison,paralegal entrepreneur
226,120595,f,26,eng,185.000000,77.272727,n,usa,va,Richmond,usa,va,Richmond,clerk
227,120596,f,29,eng,180.000000,120.000000,n,usa,pa,Upper Darby,usa,pa,Drexel Hill,self employed
228,120597,f,27,eng,163.000000,54.545455,n,usa,nj,Belleville,usa,nj,Belleville,clerk
229,120600,f,38,eng,170.000000,61.363636,n,usa,pa,Doylestown,usa,ny,Smithtown,trainer
230,120601,f,27,eng,168.000000,72.727273,n,usa,fl,Pensacola,usa,fl,Pensacola,artist/caterer
231,120602,f,46,eng,160.000000,52.272727,n,usa,pa,Philadelphia,can,,Montreal,veterinary nurse
232,120605,m,52,eng,183.000000,145.454545,n,usa,pa,williamsport,usa,pa,Williamsport,freelance
233,120610,m,21,eng,178.000000,72.727273,y,usa,pa,Harleysville,usa,pa,Norristown,student
234,120611,f,54,eng,168.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,
235,120612,f,28,eng,173.000000,63.636364,y,peru,hi,,usa,hi,Honolulu,student
236,120613,f,23,eng,163.000000,54.545455,n,usa,mi,,usa,mi,,unemployed
237,120617,m,30,eng,175.000000,84.090909,y,usa,ny,New York,usa,ny,New York,student
238,120618,f,22,eng,160.000000,50.000000,n,usa,pa,Pittsburgh,usa,pa,Pittsburgh,student
239,120623,m,39,eng,185.000000,75.000000,n,usa,az,Phoenix,usa,pa,Harrisburg,bike messenger
240,120625,m,23,eng,183.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,facepainter
241,120626,f,26,eng,150.000000,54.545455,y,usa,ma,Worcester,usa,ma,Worcester,chef
242,120627,f,22,eng,155.000000,50.000000,y,usa,nj,Mount Ephram,usa,pa,Philadelphia,student
243,120628,f,28,eng,170.000000,84.090909,n,usa,ny,Philadelphia,usa,ny,New York,student
244,120631,f,28,eng,152.000000,56.818182,n,usa,pa,state college,usa,pa,Center county/state college,student
245,120632,f,25,eng,168.000000,61.363636,y,usa,ak,Rogers,usa,ak,Rogers,student
246,120633,m,31,eng,193.000000,88.636364,n,usa,ny,Stoney Brook,usa,ny,Smithtown,writer
247,120636,f,30,eng,170.000000,63.636364,n,usa,pa,Dubois,usa,pa,Dubois,chemist
248,120638,f,55,eng,168.000000,72.727273,n,usa,pa,Plymouth Meeting,usa,pa,Philadelphia,receptionist; sales associate
249,120641,f,25,eng,160.000000,47.727273,y,usa,pa,Philly,usa,pa,Philly ,antique restoration
250,120642,f,28,eng,155.000000,63.636364,n,usa,fl,Davie,usa,wa,Richland,self-employed
251,120643,f,61,eng,168.000000,81.818182,n,usa,in,,usa,in,Indannapolis,semi-retired/was social work admin.
252,120644,m,64,eng,175.000000,95.454545,n,usa,pa,Levitown,usa,ct,New Haven,retired
253,120647,m,59,use,180.000000,87.272727,n,usa,pa,Media,usa,pa,Chester,unemployed
254,120648,m,30,eng,185.000000,88.636364,n,usa,wa,Puyallup,usa,wa,Puyallup,unemployed
255,120649,f,29,use,157.000000,53.636364,n,usa,pa,Philadelphia,usa,pa,Philadelphia,none
256,120650,m,22,eng,168.000000,61.363636,n,usa,ca,Fresno,usa,ca,Fresno,student
257,120651,f,30,eng,165.000000,59.090909,n,usa,nj,Newark,usa,ny,Queens,attorney
258,120653,m,39,eng,175.000000,63.636364,y,usa,pa,Philadelphia,usa,ny,New York,counselor
259,120656,m,53,eng,183.000000,90.000000,n,usa,pa,Philadelphia,france,,Orleans,x-ray tech
260,120657,m,25,eng,168.000000,55.909091,y,usa,md,Silver Spring,usa,md,Silver Spring,cook
261,120658,f,49,eng,165.000000,59.090909,n,usa,pa,Philadelphia,usa,pa,Philadelphia,aesthetician
262,120659,f,25,eng,165.000000,68.181818,n,usa,ca,Freso,usa,ca,Merced,program coordinator
263,120660,f,28,eng,178.000000,70.454545,o,usa,nc,Raleigh/ sailboat around the w,usa,nc,Raliegh,unemployed
264,120662,m,29,eng,173.000000,61.363636,n,usa,ny/nj,Rochester/Voorhes,usa,ny,Rochester,yoga instructor
265,120663,f,65,eng,168.000000,77.272727,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
266,120664,m,70,eng,173.000000,70.454545,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
267,120666,f,25,eng,170.000000,63.636364,n,usa,mn,Saint Paul,usa,ct,New Haven,editor
268,120667,m,23,eng,188.000000,122.727273,n,usa,ct,Berlin,usa,ct,Berlin,student
269,120668,f,25,eng,168.000000,59.090909,n,usa,ny,New York ,usa,ny,New York,bookstore
270,120671,f,26,eng,157.000000,54.545455,n,usa,nj,Voorhees,usa,nj,Marlton,researcher
271,120673,f,21,eng,168.000000,55.000000,y,usa,ny,Tarrytown,usa,il,Chicago,waitress
272,120674,f,25,eng,173.000000,72.727273,n,usa,ny,Kingston,usa,ny,Kingston,teacher
273,120676,m,33,eng,193.000000,75.000000,n,usa,ma,West Newbury,usa,nh,Portsmouth,standardized patient
274,120679,f,23,eng,160.000000,54.545455,n,usa,tx,Midland,usa,tx,Midland,cyclist/pedal co-op
275,120680,f,26,eng,170.000000,56.818182,n,usa,pa,Ardmore,usa,pa,Ardmore,unemployed
276,120682,m,21,use,178.000000,81.818182,o,usa,md,Bethesda,usa,md,Bethesda,student
277,120683,m,29,eng,180.000000,79.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
278,120684,f,19,use,173.000000,59.090909,y,usa,pa,S.Hampthon,usa,pa,Philadelphia,
279,120685,f,59,eng,165.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,social worker
280,120686,f,22,eng,163.000000,60.000000,n,usa,mo,St. Louis,usa,il,East St. Louis,student
281,120688,m,25,eng,180.000000,76.363636,n,usa,ny,Syracuse,usa,ny,Syracuse,unemployed
282,120690,m,31,eng,185.000000,79.545455,y,usa,pa,Pittsburg,usa,oh,Cincinnati,unemployed
283,120691,m,22,eng,180.000000,75.000000,n,usa,ca,Anaheim,usa,ca,Orange,student
284,120692,m,69,eng,175.000000,65.909091,n,usa,ny,Bronx,usa,ny,Brooklyn,special education teacher
285,120693,m,21,eng,193.000000,84.090909,n,usa,md,Baltimore,usa,md,Baltimore,student
286,120694,m,26,eng,175.000000,68.181818,n,usa,ny,New York City,usa,ny,New York City,student
287,120696,f,23,eng,178.000000,122.727273,n,usa,mn,Detroit Lakes,usa,mn,Detroit Lakes,unemployed
288,120697,m,61,eng,183.000000,81.818182,n,usa,ny,Queens,usa,ny,Brooklyn,retired
289,120698,f,23,portuguese,160.000000,56.818182,n,portugal/usa,lisbon/nj,lisbon/south river,portugal,lisbon,lisbon,art teacher for senior citizens
290,120699,f,25,eng,168.000000,59.090909,n,can,ontario,Toronto,can,ontario,Toronto,unemployed
291,120700,f,27,eng,160.000000,54.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retail management
292,120701,f,84,eng,163.000000,53.636364,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
293,120702,m,87,eng,180.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retired
294,120704,m,44,eng,185.000000,95.454545,y,usa,pa,Philadelphia,usa,pa,Philadelphia,nursing assistan/actor
295,120705,f,35,eng,152.000000,65.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,vet tech
296,120706,f,65,eng,155.000000,56.363636,n,usa,nj,Riverside,usa,nj,Riverside,retired
297,120707,f,23,eng,173.000000,63.636364,n,usa,nj,Basking Ridge,usa,ny,Buffalo,unemployed
298,120709,f,26,eng,152.000000,45.454545,n,usa,ny,New York,usa,ny,New York,student
299,120710,m,27,eng,175.000000,61.363636,n,usa,pa,Langhorne,can,,Montreal,massage therapist
300,120711,f,34,eng,170.000000,79.545455,n,usa,ga,Savannah,usa,ga,Savannah,engineering aid
301,120713,m,22,eng,170.000000,72.727273,y,usa,ca,Santa Barbara,usa,ca,Santa Barbara,unemployed
302,120714,f,31,use,152.000000,54.090909,n,usa,dc,Washington,usa,dc,Washington,it support manager
303,120715,f,27,use,157.000000,90.909091,n,usa,pa,Doylstown,usa,pa,Doylstown,barista
304,120716,f,25,eng,168.000000,59.090909,n,usa,ma,Darthmouth,usa,ma,Dartmouth,research assistant
305,120717,m,24,eng,180.000000,75.000000,n,usa,ca,Santa Barbara,usa,ca,Santa Barbara,farmer
306,120718,m,24,eng,173.000000,57.727273,n,usa,fl,Central Florida,usa,fl,Gainsville,freelance
307,120719,f,24,eng,170.000000,61.363636,n,usa,pa,Newtown Square,usa,pa,Philadelphia,student
308,120721,f,26,eng,165.000000,56.818182,n,usa,ky,Paducah,usa,ky,Paducah,standardized patient
309,120724,f,24,eng,157.000000,57.727273,n,usa,nj,Randolph,usa,ms,Pascagoula,student
310,120726,f,24,eng,178.000000,86.363636,n,usa,il,Kankakee,usa,il,Maywood,researcher
311,120727,f,33,eng,173.000000,72.727273,n,usa,pa,Philadelphia,usa,pa,Elkins Park,unemployed
312,120728,m,30,eng,168.000000,81.818182,n,usa,tx,Easton,usa,tx,Easton,student
313,120729,m,26,eng,183.000000,61.363636,n,usa,ne,Scottsbluff,usa,ne,Scottsbluff,student
314,120731,m,19,eng,180.000000,68.181818,n,usa,nj,Willingboro,usa,nj,Willingboro,student
315,120732,m,25,eng,196.000000,86.363636,y,usa,nj,Manahawkin,usa,nj,Manahawkin,urban farmer
316,120733,m,23,eng,170.000000,63.636364,n,usa,ny,Watertown,usa,ny,Watertown,dog walker
317,120735,f,34,eng,173.000000,62.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,model bartender
318,120736,f,68,eng,160.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
319,120737,f,30,eng,170.000000,68.181818,n,usa,or,Portland,usa,or,Portland,social worker
320,120738,f,32,eng,180.000000,NaN,y,usa,az,Tucson,usa,az,Tucson,standardized patient
321,120739,m,28,eng,183.000000,65.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,barista
322,120740,m,30,eng,178.000000,81.818182,n,usa,pa,Philadelphia,usa,ny,New York City,unemployed
323,120741,f,33,eng,155.000000,59.090909,n,usa,ga,College Park,usa,ga,Riverdale,small business owner
324,120742,m,56,eng,180.000000,104.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,bus driver
325,120743,m,22,Mandarin,173.000000,56.818182,n,usa,co,Boulder,china,nanjing,Nanjing,student
326,120747,m,27,eng,188.000000,75.000000,n,usa,md,Silver Spring,usa,md,Silver Spring,computer technitian
327,120748,f,28,eng,168.000000,68.181818,n,usa,ct,Southbury,usa,ct,Danbury,clinical social worker/researcher
328,120749,m,26,eng,191.000000,86.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,district attorney representative
329,120750,f,26,eng,178.000000,100.000000,n,saudi arabia,,Jeddah,india,,New Deli,research assistant
330,120751,f,60,use,163.000000,72.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
331,120752,f,25,eng,175.000000,68.181818,n,usa,,,india,,New Delhi,logistics analyst
332,120756,m,22,eng,188.000000,75.000000,n,greece,,,usa,me,Presque Isle,bee keeper
333,120757,m,25,eng,NaN,NaN,y,usa,ny,Rochester,usa,ny,Rochester,self-employed
334,120758,f,20,eng,145.000000,NaN,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
335,120759,f,67,eng,170.000000,95.454545,n,usa,ga,Atlanta,usa,ga,Atlanta,retired
336,120760,m,58,eng,183.000000,66.818182,y,usa,pa,Philadelphia,usa,pa,Philadelphia,welder
337,120761,f,54,eng,160.000000,52.272727,n,usa,ny,,usa,oh,Cleveland,social worker
338,120762,f,61,eng,168.000000,59.090909,y,israel,,Tel Aviv,israel,,Tel Aviv,health care administrator
339,120763,f,26,eng,155.000000,59.090909,n,usa,nc,Raleigh,usa,nc,Ashville,librarian
340,120764,f,25,eng,170.000000,61.363636,n,usa,pa,Bethlehem,usa,pa,Bethlehem,independant contractor/promoter
341,120768,f,25,eng,170.000000,61.363636,n,usa,nj,Branchville,usa,nj,Newton,student
342,120770,m,28,eng,183.000000,77.272727,n,usa,md,Columbia,usa,md,Columbia,independant contractor
343,120771,f,36,eng,168.000000,63.636364,n,usa,pa,Bristol,usa,pa,Bristol,standardized patient
344,120772,m,24,eng,173.000000,86.363636,n,usa,ma,Boston,usa,ma,Boston,student
345,120774,f,31,eng,170.000000,61.363636,n,usa,pa,Philadelphia,usa,pa,Philadelphia,teacher
346,120778,m,66,eng,173.000000,79.545455,n,usa,pa,Philadelphia,usa,pa,Philadelphia,computer consultant
347,120779,f,56,eng,157.000000,50.454545,n,usa,oh,Youngstown,usa,oh,Youngstown,activist in non-profit sector
348,120780,m,71,eng,165.000000,68.181818,n,usa,ms,Union,usa,ms,Union,retired
349,120782,m,28,eng,173.000000,63.636364,n,usa,pa,Philadelphia,usa,nc,Charlotte,freelance
350,120783,m,43,eng,178.000000,77.272727,n,usa,ka,Witchita,usa,,Columbia,unemployed
351,120785,m,20,eng,168.000000,81.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,student
352,120786,m,29,eng,180.000000,102.272727,n,can,ontario,Houston,can,ontario,Houston,student
353,120787,f,59,eng,173.000000,80.000000,n,usa,nj,Mt. Holly,germany,hesse,Giessen,college professor
354,120788,f,54,eng,160.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,records coordinator
355,120789,f,22,eng,163.000000,56.818182,n,usa,ny,Rochester,usa,ny,Rochester,student
356,120791,f,32,eng,173.000000,63.636364,n,usa,ca,Dublin,usa,ca,Mountainview,waitress/artist
357,120792,f,28,eng,165.000000,72.727273,n,usa,pa,Chadsford,usa,nj,Elizabeth,lifeguard
358,120793,m,28,eng,185.000000,75.000000,n,usa,pa,Kennet Square,usa,pa,Westchester,bicykle mechanic
359,120794,m,24,eng,183.000000,85.000000,n,usa,la,New Orleans,usa,va,Portsmith,hairstylist
360,120795,m,23,eng,178.000000,72.727273,n,usa,dc,Washington,usa,dc,Washington,student
361,120797,f,30,eng,165.000000,68.181818,y,usa,pa,Philadelphia,usa,pa,Philadelphia,cosmotology
362,120798,m,27,eng,178.000000,63.636364,n,usa,nj,Midland Park,usa,nj,Ridgewood,house painter
363,120799,f,42,eng,160.000000,72.727273,y,usa,pa,Philadelphia,usa,pa,Philadelphia,office
364,120800,f,44,eng,170.000000,84.090909,n,usa,sc,Marion,usa,sc,Marion,home maker
365,120801,f,46,eng,150.000000,68.181818,n,usa,pa,Philadelphia,usa,pa,Philadelphia,travel agent
366,120803,f,52,eng,157.000000,45.454545,n,usa,az,Bisbee,usa,az,Flagstaff,standardized patient
367,120804,m,27,eng,193.000000,74.090909,n,usa,pa,Green Lane,usa,pa,Reading,guitar instructor
368,120805,m,27,eng,168.000000,63.636364,n,usa,ga,Stone Mountain,usa,tn,Murfeesborough,carpentry
369,120807,f,26,eng,155.000000,79.545455,n,usa,pa,Philadelphia,south korea,,Sol,unemployed
370,120809,m,23,use,170.000000,68.181818,n,usa,nj,Summit,usa,tx,Dallas,freelance
371,120810,m,57,eng,180.000000,81.818182,y,usa,pa,Philadelphia,usa,dc,Washington,retired
372,120811,f,27,eng,163.000000,65.909091,n,usa,va,Winchester,usa,va,Winchester,stay-at-home-momma
373,120814,f,23,eng,155.000000,64.545455,y,usa,ny,Bronx,usa,ny,Bronx,student
374,120816,m,23,eng,173.000000,63.636364,n,usa,nj,Manasquan,usa,nj,Summit,student
375,120817,f,46,eng,163.000000,86.363636,y,usa,pa,Philadelphia,usa,pa,Philadelphia,supply planner
376,120818,f,54,eng,150.000000,112.727273,y,usa,pa,Philadelphia,usa,pa,Philadelphia,cps
377,120819,m,25,eng,193.000000,88.636364,n,usa,nj,Delanco,usa,nj,Glen Ridge,librarian
378,120820,f,39,eng,160.000000,76.363636,y,usa,ny,Long Island,usa,ny,Long Island,medical technician
379,120821,f,25,eng,157.000000,52.272727,n,usa,oh,Columbus,usa,ny,New York,freelance
380,120822,f,26,eng,150.000000,54.545455,n,usa,pa,PA,japan,tokyo,Japan,teacher's aide
381,120823,m,42,eng,185.000000,97.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
382,120824,f,50,eng,160.000000,61.818182,n,usa,pa,Philadelphia,usa,pa,Philadelphia,homemaker
383,120825,f,23,eng,178.000000,84.090909,n,usa,tx,Arlington,usa,tx,Arlington,student
384,120826,f,23,eng,173.000000,63.636364,n,usa,la,New Orleans,usa,la,New Orleans,student
385,120828,f,49,use,163.000000,72.727273,n,usa,nj,Camden,usa,nj,Camden,manager
386,120829,m,53,eng,175.000000,75.000000,n,usa,pa,Philadelphia,usa,pa,Philadelphia,logistics
387,120831,m,29,use,183.000000,120.454545,n,usa,pa,Chester,usa,pa,Chester,hotel server
388,120832,f,28,eng,147.000000,70.454545,n,usa,pa,Philly,usa,pa,Philly,cardiac center scheduler
389,120833,m,51,eng,178.000000,100.000000,n,usa,pa,Oil City,usa,pa,Oil City,unemployed
390,120835,m,71,eng,173.000000,95.454545,n,usa,pa,Phila,usa,pa,Phila,retired
391,120837,f,50,use,160.000000,63.636364,n,usa,il,Crowford,usa,il,Crowford,administrative assistant
392,120838,f,50,eng,163.000000,104.000000,y,usa,pa,Philadelphia,usa,pa,Philadelphia,cafeteria manager
393,120840,f,30,eng,163.000000,59.090909,n,usa,ny,New York City,usa,ma,Pittsfield,waitress
394,120847,m,31,eng,178.000000,86.363636,y,usa,ny,Bronx/rockland county,usa,ny,Bronx,music/art/design 
395,120848,m,28,eng,193.000000,84.090909,y,usa,mi,Grand Rapids,usa,mi,Grand Rapids,unemployed
396,120851,f,35,eng,173.000000,145.454545,n,usa,ma,Ashfield,usa,ma,North Hampton,student
397,120852,f,25,eng,163.000000,72.727273,n,usa,ma,Newton,usa,ma,Boston,unemployed
398,120853,f,27,eng,165.000000,63.636364,y,usa,ny,,usa,ny,,admin asst
399,120854,f,41,eng,163.000000,109.090909,n,usa,il,Lombard,usa,il,Lombard,librarian
400,120855,f,43,eng,178.000000,59.090909,n,usa,pa,Philly,usa,pa,Philly,fine artist
401,120856,m,41,eng,170.000000,68.181818,n,usa,ny,New York City,usa,de,Dover,carpenter
402,120857,f,26,eng,168.000000,NaN,n,usa,wa,Seattle,usa,wa,seattle ,
403,120859,f,26,eng,160.000000,65.000000,y,usa,pa,Levittown,usa,pa,Langhorne,photographer
404,120860,m,27,eng,178.000000,65.909091,n,usa,ny,Cazenovia,usa,ny,Syracuse,unemployed
405,120862,m,26,eng,170.000000,63.636364,n,usa,nj,South,usa,nj,South,freelance
406,120863,m,33,eng,185.000000,97.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,retail manager
407,120865,m,29,eng,175.000000,70.454545,n,usa,nj,monmouth county,italy,parma,,attorney
408,120866,m,34,eng,175.000000,70.909091,n,usa,md,Salisbury,usa,md,Salisbury,illustraitor
409,120867,f,46,yes ,157.000000,NaN,n,usa,pa,Philadelphia ,usa,pa,Philadelphia ,homemaker former teacher
410,120868,m,24,eng,180.000000,65.909091,n,usa,pa,Lafayette Hill,usa,pa,Philadelphia,freelance
411,120870,f,50,eng,168.000000,102.272727,n,belgium,,Brussels,usa,il,Chicago,event planner
412,120872,f,33,eng,157.000000,63.636364,n,usa,plainfield,NH,usa,nh,Lebenon,photographer
413,120873,f,24,eng,157.000000,68.181818,n,usa,ny,Brooklyn,usa,ny,Brooklyn,barista
414,120874,m,49,eng,191.000000,118.181818,y,usa,pa,Philly,usa,pa,Philly ,retired
415,120876,f,27,eng,165.000000,68.181818,n,usa,ks,Lawrence,usa,ct,New Milford,after school teacher
416,120877,m,37,eng,188.000000,84.090909,y,usa,pa,Philadelphia ,usa,pa,Philadelphia ,residential monitor
417,120879,m,40,eng,185.000000,73.181818,n,usa,nj,Mt. Holly,usa,nj,Willingboro,interior designer
418,120880,m,31,eng,196.000000,90.909091,n,usa,pa,Yardley,usa,pa,Langhorne,retail
419,120881,m,49,eng,180.000000,97.727273,n,usa,pa,Philadelphia,usa,pa,Philadelphia,unemployed
420,120882,f,53,eng,155.000000,77.272727,n,usa,pa,Philly suburbs,usa,pa,Philly,unemployed
421,120883,f,39,Spanish,163.000000,100.000000,n,usa,ca,San Luis,usa,la,New Orleans,teacher
422,120884,m,41,eng,180.000000,81.818182,n,usa,ma,Boston,usa,ma,Boston,insurance sales 
423,120886,f,34,eng,152.000000,50.000000,n,usa,ca,San Diego,usa,ar,Phoenix,student
424,120888,f,22,eng,157.000000,47.727273,n,usa,pa,Reading,usa,pa,Reading,student
425,120889,m,46,eng,185.000000,129.545455,n,usa,pa,Philly,usa,pa,Philly,carpenter
426,120890,f,26,eng,193.000000,75.000000,n,usa,ma,Wester,usa,ma,Western,unemployed
427,120891,m,26,eng,196.000000,75.000000,n,usa,fl,Gainesville,usa,fl,Gainesville,freelance
428,120892,f,27,eng,168.000000,64.545455,n,usa,nj,Mt. Laurel,usa,mn,Minneapolis,admin assistant
429,120895,f,25,eng,160.000000,80.000000,n,usa,nc,Chaplel Hill ,usa,nc,Chapel Hill ,cafe 
430,120896,f,27,eng,168.000000,68.181818,n,usa,wi,Milwaukee ,usa,wi,Milwaukee ,barista 
431,120897,f,24,eng,170.000000,59.090909,n,usa,va,Alexandria,usa,va,Alexandria,cashier
432,120900,m,56,eng,173.000000,81.818182,y,usa,sc,Kingstree,usa,sc,Kingstree,barber 
433,120901,m,60,eng,170.000000,96.363636,n,usa,nc,Noloina,usa,nc,Noloina ,hotel 
434,120902,f,34,eng,168.000000,54.545455,y,usa,pa,Philadelphia ,usa,nj,Montclaire ,freelance
435,120903,m,48,eng,183.000000,90.909091,n,usa,pa,Philadelphia ,usa,pa,Philadelphia ,high-rise window cleaner
436,120905,f,31,eng,165.000000,77.272727,n,usa,nj,Marlton,usa,pa,Philadelphia,dental hygenist
437,120912,f,56,eng,155.000000,59.090909,y,usa,pa,Philadelphia,usa,pa,Philadelphia,retail/sales/management
438,120913,m,35,eng,178.000000,90.909091,n,usa,pa,Philadelphia,usa,pa,Philadelphia,teacher
439,120914,m,50,eng,173.000000,86.363636,n,usa,pa,Philadelphia,usa,nj,Newark,residential monitor
440,120916,m,35,eng,191.000000,90.909091,n,usa,pa,Philadelphia ,usa,pa,Philadelphia,unemployed
441,120917,m,46,eng,193.000000,99.090909,y,usa,pa,Philadelphia,usa,pa,Philadelphia,clothing designer / insurance agent
442,120919,f,26,eng,160.000000,47.727273,n,usa,pa,Yardley,usa,pa,Philadelphia,tutor
443,120932,m,25,eng,198.000000,100.000000,n,usa,oh,Cincinnati ,usa,il,Chicago ,electrician 
444,120933,m,50,eng,183.000000,88.636364,y,usa,pa,Philadelphia ,usa,pa,Philadelphia ,clerk 
445,120935,m,58,eng,188.000000,113.636364,y,usa,pa,Philly,usa,pa,Philly,press operator/ lock smith
446,120941,f,54,eng,157.000000,73.636364,y,,va,Alexandria,,va,Alexandria,unemployed