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giodesi/Multi-class_Classification

sourceHugging Facemitupdated 10mo agoView on Hugging Face
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new-data.csv424 linesDownload Raw Back to data
1Gender,Age,Height,Weight,family_history_with_overweight,FAVC,FCVC,NCP,CAEC,SMOKE,CH2O,SCC,FAF,TUE,CALC,MTRANS
2Female,19.084967,1.768435,49.597765,no,yes,3,3.725797,Sometimes,no,1.191401,no,2,1,Sometimes,Public_Transportation
3Male,19,1.8,60,no,yes,2,3,Sometimes,no,1,no,1,1,no,Public_Transportation
4Male,24.108711,1.7,80.761409,yes,yes,2,3,Sometimes,no,2.879402,no,0,0.322405,Sometimes,Public_Transportation
5Female,20.941943,1.812963,138.730619,yes,yes,3,3,Sometimes,no,2.641489,no,0.481555,0.735201,Sometimes,Public_Transportation
6Male,33.293166,1.696412,103.250355,yes,yes,2.679664,2.415522,Sometimes,no,1,no,1.987296,0,no,Public_Transportation
7Female,23.474165,1.577115,78,yes,yes,2,1,Sometimes,no,2,no,0.876101,0,no,Public_Transportation
8Male,26.699317,1.839941,119.956651,yes,yes,2.244654,3,Sometimes,no,2.795752,no,0.839481,0,Sometimes,Public_Transportation
9Female,23,1.65,59,no,no,3,1,Sometimes,no,2,no,1,2,Sometimes,Public_Transportation
10Female,43.591999,1.595165,77.354744,yes,yes,2,3,Sometimes,no,2.117346,no,0,0,no,Automobile
11Female,16.941489,1.551288,54.93242,no,yes,1.75375,1.296156,Sometimes,no,2,yes,0.110174,1.944675,Sometimes,Public_Transportation
12Female,18.006742,1.7,50,no,yes,1.003566,3.238258,Frequently,no,1.014634,no,0.783676,1,Sometimes,Public_Transportation
13Male,23,1.8,60,yes,no,2,3,no,no,3,no,0,1,Sometimes,Public_Transportation
14Female,26,1.62439,110.008636,yes,yes,3,3,Sometimes,no,2.507461,no,0,0.368472,Sometimes,Public_Transportation
15Male,19.858973,1.62,69.575315,no,yes,2.185938,1,no,no,2.81353,no,1,1.110222,Sometimes,Public_Transportation
16Female,23,1.63,55,yes,no,3,3,no,no,2,yes,2,1,no,Public_Transportation
17Male,22.429812,1.64037,70,no,yes,2,1,no,no,2.069184,no,0.729898,0,Sometimes,Public_Transportation
18Female,30.163408,1.533364,78.030383,yes,yes,2.028225,1.923607,Sometimes,no,1.798917,no,0,0,no,Public_Transportation
19Female,22.804818,1.613119,82.636162,yes,yes,2.964419,1,Sometimes,no,2.977516,no,0.742113,2,Sometimes,Public_Transportation
20Male,33.049121,1.708742,83.001642,yes,yes,2,1.171027,Sometimes,no,2.405172,no,2.300282,0,no,Automobile
21Female,18,1.59,53,no,no,1,3,Sometimes,no,1,no,1,2,no,Public_Transportation
22Female,18,1.56,55,no,yes,2,3,Sometimes,no,1,no,0,0,Frequently,Automobile
23Male,26.684354,1.819535,118.332689,yes,yes,1.975675,3,Sometimes,no,2.357969,no,0.704236,0.010721,Sometimes,Public_Transportation
24Male,27.93982,1.694642,99.709329,yes,yes,2.772027,2.454432,Sometimes,no,1,no,0.858554,0.051268,no,Public_Transportation
25Male,21,1.709561,75,yes,yes,2,3,Sometimes,no,1.636326,no,1,0,Sometimes,Public_Transportation
26Female,24,1.7,80,yes,yes,2,3,Sometimes,no,3,no,0,0,no,Public_Transportation
27Female,21.909534,1.611356,68.06609,yes,yes,1.834155,3.995957,Sometimes,no,2.632871,no,1.236114,1.980875,Sometimes,Public_Transportation
28Female,40.466313,1.559005,77.601483,yes,yes,2,3,Sometimes,no,1.572371,no,0,0,Sometimes,Automobile
29Female,26,1.631332,111.829957,yes,yes,3,3,Sometimes,no,2.55975,no,0,0.237307,Sometimes,Public_Transportation
30Male,46.491859,1.718097,88.600878,yes,yes,2.129969,3,Sometimes,no,1.568035,no,0.870127,0,no,Automobile
31Male,23,1.791415,105.138073,yes,yes,2.262171,3,Sometimes,no,2.03415,no,0.317363,0.508663,Sometimes,Public_Transportation
32Male,25.314589,1.787802,115.127662,yes,yes,1.588114,3,Sometimes,no,2.115967,no,1.541072,0,no,Automobile
33Male,23.365649,1.757691,95.361795,yes,yes,2,3,Sometimes,no,3,no,3,2,no,Public_Transportation
34Female,16.240576,1.616533,65.062945,yes,yes,2.388168,1,Sometimes,no,1.438018,yes,0.110887,1.165817,no,Public_Transportation
35Male,23.367212,1.853223,87.083266,yes,yes,2,1.097312,Sometimes,no,1.328835,no,1.264257,1,Sometimes,Automobile
36Male,18,1.87,173,yes,yes,3,3,Frequently,no,2,no,2,1,Sometimes,Public_Transportation
37Female,26,1.65,63,no,yes,3,3,Sometimes,no,1,no,1,0,no,Walking
38Male,29.891473,1.76003,112.409191,yes,yes,2.262292,3,Sometimes,no,2.115354,no,0,0.847587,Sometimes,Automobile
39Female,18.281092,1.7,50,no,yes,1.036414,3.205587,Sometimes,no,1.745959,no,0.115974,1,Sometimes,Public_Transportation
40Female,20.217015,1.71582,129.466541,yes,yes,3,3,Sometimes,no,1.755907,no,1.48809,0.857718,Sometimes,Public_Transportation
41Female,19.724106,1.734832,50,no,no,1.123939,4,Frequently,no,1,no,1.303976,0.371941,Sometimes,Public_Transportation
42Male,21.963457,1.697228,75.5771,yes,yes,2.204914,3.623364,Sometimes,no,1.815293,no,0.989316,0,Sometimes,Public_Transportation
43Female,19.86997,1.520997,42,no,yes,3,1,Frequently,no,1.527036,no,0,0.860497,Sometimes,Public_Transportation
44Female,20.924956,1.752531,133.618706,yes,yes,3,3,Sometimes,no,2.887659,no,1.480919,0.779641,Sometimes,Public_Transportation
45Female,25.470652,1.680218,104.807284,yes,yes,3,3,Sometimes,no,1.423073,no,0.197993,0.763359,Sometimes,Public_Transportation
46Male,23,1.70074,81.32297,yes,yes,2,2.720642,Sometimes,no,1.5197,no,0.279375,1.043435,Sometimes,Public_Transportation
47Female,26,1.629191,104.826776,yes,yes,3,3,Sometimes,no,2.654702,no,0,0.555468,Sometimes,Public_Transportation
48Female,21,1.52,42,no,yes,3,1,Frequently,no,1,no,0,0,Sometimes,Public_Transportation
49Male,21.123048,1.717037,80,yes,yes,2,3,Sometimes,no,2,no,2.270555,1.343044,no,Public_Transportation
50Male,31.627962,1.762389,118.548733,yes,yes,2.998441,3,Sometimes,no,2.462916,no,0.554646,1.99219,Sometimes,Automobile
51Male,19,1.75,76,yes,yes,3,3,Sometimes,no,2,yes,3,1,Sometimes,Public_Transportation
52Female,25.289428,1.686033,104.772164,yes,yes,3,3,Sometimes,no,1.299194,no,0.234303,0.946888,Sometimes,Public_Transportation
53Female,19,1.53161,42,no,yes,2.749268,1.394539,Frequently,no,1.322048,no,0.463949,0.800993,Sometimes,Public_Transportation
54Female,22.239836,1.59994,65.423942,no,yes,2.99448,3,Sometimes,no,1.706568,no,0.784216,0.150969,Sometimes,Public_Transportation
55Male,20.803186,1.882533,117.468516,yes,yes,2,2.18162,Sometimes,no,2.325091,no,0.891444,1.223661,Sometimes,Public_Transportation
56Male,18.701766,1.704908,81.384224,yes,yes,2.650629,1,Sometimes,no,1.708083,no,1.876051,0.938791,Sometimes,Public_Transportation
57Female,18,1.56,51,yes,yes,2,4,Frequently,no,2,no,1,0,Sometimes,Public_Transportation
58Female,20.700876,1.68838,121.889803,yes,yes,3,3,Sometimes,no,1.353167,no,1.093679,0.534553,Sometimes,Public_Transportation
59Female,19.364339,1.80835,150.51648,yes,yes,3,3,Sometimes,no,2.305574,no,1.734424,0.863043,Sometimes,Public_Transportation
60Female,21.051107,1.753266,133.852432,yes,yes,3,3,Sometimes,no,2.95311,no,1.445148,0.67321,Sometimes,Public_Transportation
61Male,28.393111,1.685462,99.540122,yes,yes,2.774562,2.301129,Sometimes,no,1,no,1.621733,0.138314,no,Public_Transportation
62Male,21.403421,1.716308,80,yes,yes,2,3,Sometimes,no,2,no,2.936551,1.40913,no,Public_Transportation
63Male,34.243146,1.843172,92.69551,yes,yes,2,2.271734,Sometimes,no,2.629043,no,1,0.075823,Sometimes,Automobile
64Male,17,1.848294,59.409018,yes,yes,2.44004,3,Sometimes,no,2,no,2.784471,1,no,Automobile
65Female,20.820455,1.547066,67.473282,yes,no,2.303656,3,Sometimes,no,1.163111,no,1.926381,1.119877,no,Public_Transportation
66Female,18.052394,1.725233,75.970712,yes,yes,2.927409,3,Sometimes,no,2.209991,no,1,0.797215,Frequently,Public_Transportation
67Female,38.547267,1.526472,75.150345,yes,yes,2,3,Sometimes,no,1.084442,no,0,0,Sometimes,Automobile
68Female,25.706285,1.585547,80.351263,yes,yes,2,1,Sometimes,no,2,no,0,0,Sometimes,Public_Transportation
69Male,18,1.71889,52.058335,yes,yes,1.950742,3,Sometimes,no,1.751723,no,0.201136,1.743319,Sometimes,Public_Transportation
70Male,30.710511,1.914186,129.852531,yes,yes,2.197261,3,Sometimes,no,1.11184,no,0.906843,0.976473,Sometimes,Public_Transportation
71Male,21.077356,1.702002,97.971598,yes,yes,2,1.66338,Sometimes,no,2,no,0,1.865851,no,Public_Transportation
72Female,24.497373,1.737056,132.527011,yes,yes,3,3,Sometimes,no,2.86559,no,0.973864,0.58345,Sometimes,Public_Transportation
73Female,18,1.622241,68.250249,yes,yes,2,1.010319,Sometimes,no,1.319437,no,0,1.626456,no,Public_Transportation
74Female,19.735968,1.699956,49.98297,no,yes,1.204855,3.531038,Sometimes,no,1.134658,no,2,1,Sometimes,Public_Transportation
75Female,17.082867,1.640824,43.365005,no,yes,2.815157,3,Sometimes,no,2.911187,no,2.595128,1.380204,Sometimes,Public_Transportation
76Female,38.445148,1.556028,77.684229,yes,yes,2,3,Sometimes,no,1.440629,no,0,0,Sometimes,Automobile
77Female,19.994543,1.537739,39.101805,no,yes,1.118436,3,Sometimes,no,1.997744,no,2.432443,1.626194,Sometimes,Public_Transportation
78Female,19.483036,1.53777,42,no,yes,3,1,Frequently,no,1.387531,no,0,0.466169,Sometimes,Public_Transportation
79Female,21,1.52,42,no,yes,3,1,Frequently,no,1,no,0,0,Sometimes,Public_Transportation
80Female,22.997168,1.655742,82.46376,yes,yes,2.73691,1.478334,Sometimes,no,2.677409,no,0.065264,0.40699,Sometimes,Public_Transportation
81Female,23,1.634688,82.628,yes,yes,2.060922,2.933409,Sometimes,no,2.235282,no,0.380633,0.0026,no,Public_Transportation
82Female,19,1.65,61,no,yes,3,1,Sometimes,no,3,yes,1,0,Sometimes,Public_Transportation
83Male,23.806789,1.732492,84.557797,yes,yes,2.992205,3,Sometimes,no,2.413813,no,0.458237,0.688293,Sometimes,Public_Transportation
84Female,26,1.594776,110.640929,yes,yes,3,3,Sometimes,no,2.639816,no,0,0.452236,Sometimes,Public_Transportation
85Male,22.969366,1.701634,95,yes,yes,2,3,Sometimes,no,2.133469,no,1.030199,1.082838,no,Public_Transportation
86Female,21,1.63,60,yes,yes,3,3,Always,yes,2,no,2,0,Sometimes,Public_Transportation
87Female,28,1.7,73,yes,no,2,3,Frequently,no,2,yes,2,0,Sometimes,Walking
88Male,38.112989,1.766888,118.134898,yes,yes,2.240757,2.911568,Sometimes,no,1.895876,no,0.822186,0,Sometimes,Automobile
89Male,21,1.62,70,no,yes,2,1,no,no,3,no,1,0,Sometimes,Public_Transportation
90Female,37.496175,1.653088,80,yes,yes,2.033745,3,Sometimes,no,1.517225,no,0,1.517897,no,Automobile
91Male,33.0816,1.705617,83.016968,yes,yes,2,2.7976,Sometimes,no,2.991671,no,2.148738,0,no,Automobile
92Male,38.10894,1.752863,119.201465,yes,yes,2.499388,2.989791,Sometimes,no,1.959777,no,0.6081,0.64676,Sometimes,Automobile
93Male,34.543563,1.765188,85,yes,yes,2.694281,3,Sometimes,no,2.653831,no,1.96582,0.891189,no,Automobile
94Female,26.220065,1.560258,78.435904,yes,yes,2.108163,1.231915,Sometimes,no,1.808127,no,0,0,Sometimes,Automobile
95Male,30,1.76,112,yes,yes,1,3,no,yes,2,yes,0,0,Frequently,Automobile
96Female,21.165574,1.617749,68.908136,yes,yes,1.188089,3.269088,Sometimes,no,2.039535,no,0.779686,1.043108,Sometimes,Public_Transportation
97Female,18,1.54,71,no,no,3,4,Frequently,no,2,no,1,1,no,Public_Transportation
98Male,18.424941,1.753389,54.121925,yes,yes,2,3.16645,Sometimes,no,2.278578,no,1.838881,2,Sometimes,Public_Transportation
99Male,18,1.76,69.5,no,no,3,3,Frequently,no,3,no,2,2,no,Public_Transportation
100Female,23.421726,1.755467,133.478611,yes,yes,3,3,Sometimes,no,2.843782,no,1.302507,0.773807,Sometimes,Public_Transportation
101Male,22.851721,1.853373,121.737836,yes,yes,2.922511,2.692889,Sometimes,no,1.809531,no,0.478595,0,Sometimes,Public_Transportation
102Female,31.386405,1.556579,78.233341,yes,yes,2.13683,2.092179,Sometimes,no,1.505381,no,0,0,Sometimes,Public_Transportation
103Male,21.721507,1.849998,122.119682,yes,yes,3,2.014671,Sometimes,no,1.292786,no,0.145687,0,Sometimes,Public_Transportation
104Male,21,1.85,125,yes,yes,3,1,Always,no,1,no,0,0,Sometimes,Public_Transportation
105Male,21,1.62,70,no,yes,2,1,no,no,3,no,1,0,Sometimes,Public_Transportation
106Female,18.549437,1.545196,72.467862,yes,no,3,3.014808,Sometimes,no,2,no,1.997529,1,Sometimes,Public_Transportation
107Female,20.601222,1.738717,128.114161,yes,yes,3,3,Sometimes,no,1.797041,no,1.427413,0.966181,Sometimes,Public_Transportation
108Male,29.506287,1.82697,108.751502,yes,yes,2,2.877583,Sometimes,no,2.358038,no,0.877295,1.817146,Sometimes,Automobile
109Female,38,1.56,80,yes,yes,2,3,Sometimes,no,2,no,0,0,Sometimes,Automobile
110Male,34.432669,1.694997,84.451423,yes,yes,2.129668,2.693646,Sometimes,no,2.60669,no,1.170823,0.290898,no,Automobile
111Male,31.761799,1.751688,119.205308,yes,yes,2.14961,3,Sometimes,no,2.133876,no,0.393452,0.345887,Sometimes,Automobile
112Male,55,1.65,80,no,yes,2,3,Sometimes,no,2,no,1,0,no,Automobile
113Male,23,1.68,62,no,no,2,4,Frequently,no,2,no,0,0,Sometimes,Automobile
114Female,20.801791,1.721476,131.042274,yes,yes,3,3,Sometimes,no,1.837184,no,1.525165,0.926443,Sometimes,Public_Transportation
115Male,37.056193,1.75015,118.206565,yes,yes,2.09283,3,Sometimes,no,2.077704,no,0.598655,0,Sometimes,Automobile
116Female,23.76197,1.69135,114.480696,yes,yes,3,3,Sometimes,no,2.509535,no,0.334264,0.668172,Sometimes,Public_Transportation
117Female,21.394047,1.792933,137.832414,yes,yes,3,3,Sometimes,no,2.682909,no,1.318743,0.900497,Sometimes,Public_Transportation
118Female,20.244359,1.559186,41.952805,no,yes,2.619835,1,Frequently,no,1.198883,no,0,0.751212,Sometimes,Public_Transportation
119Female,18.862264,1.746277,128.705761,yes,yes,3,3,Sometimes,no,2.411582,no,0.985287,0.675076,Sometimes,Public_Transportation
120Female,19,1.6,60,no,yes,2,3,Frequently,no,2,no,0,1,Sometimes,Public_Transportation
121Male,23,1.68,60,no,no,2,4,Frequently,no,2,no,0,0,no,Walking
122Female,25.493586,1.673665,104.704707,yes,yes,3,3,Sometimes,no,1.170515,no,0.264831,0.896842,Sometimes,Public_Transportation
123Female,19.462713,1.550122,69.936073,yes,no,2.501683,3.394788,Sometimes,no,1.337378,no,0.932888,1,no,Public_Transportation
124Female,19.012872,1.742062,133.779919,yes,yes,3,3,Sometimes,no,2.70196,no,1.465909,0.813235,Sometimes,Public_Transportation
125Female,20.850119,1.524926,42,no,yes,2.866383,1.226342,Frequently,no,1,no,0.14495,0,Sometimes,Public_Transportation
126Female,23.652435,1.562724,80.535698,yes,yes,2,1,Sometimes,no,2,no,0.389717,0,no,Public_Transportation
127Male,26.844812,1.69151,102.59518,yes,yes,2.680375,1.089048,Sometimes,no,1.366238,no,0.181324,1.041677,no,Public_Transportation
128Female,30,1.71,82,yes,yes,3,4,Frequently,yes,1,no,0,0,no,Automobile
129Male,23,1.87,95,yes,yes,1,3,Frequently,no,2,no,0,2,Frequently,Public_Transportation
130Female,33.732714,1.679725,74.885222,yes,yes,3,1.13715,Sometimes,no,1.000695,no,0.261274,0,Sometimes,Automobile
131Male,23.083621,1.848553,121.421121,yes,yes,3,2.567567,Sometimes,no,2.011023,no,0.916478,0,Sometimes,Public_Transportation
132Female,19.035557,1.682594,127.427458,yes,yes,3,3,Sometimes,no,1.441289,no,1.425712,0.662277,Sometimes,Public_Transportation
133Female,23.728707,1.663509,80,yes,yes,2,3,Sometimes,no,2.13755,no,0,0.124977,no,Public_Transportation
134Male,17,1.8,58,no,yes,2,3,Frequently,no,2,no,2,1,no,Walking
135Female,19,1.564199,42.096062,no,yes,3,1.894384,Sometimes,no,2.456581,yes,1.596576,0.9974,no,Public_Transportation
136Male,18,1.786758,51.524444,no,yes,2.91548,3,Sometimes,no,1.777486,no,1.077469,1,Sometimes,Public_Transportation
137Female,21.071195,1.616467,68.77185,yes,yes,1.452524,3.950553,no,no,2.109858,no,0.508847,1.194633,Sometimes,Public_Transportation
138Male,19,1.85,115,no,no,2,3,Sometimes,no,3,yes,1,2,no,Public_Transportation
139Female,37,1.5,75,yes,yes,2,3,Frequently,no,1,no,0,0,Sometimes,Motorbike
140Male,32.29016,1.754956,120.098812,yes,yes,2.9673,3,Sometimes,no,2.530035,no,0.955317,1.339232,Sometimes,Automobile
141Male,18,1.707259,50.664459,yes,yes,1.786841,3,Sometimes,no,1.546856,no,0.512094,1.608265,Sometimes,Public_Transportation
142Female,20.81158,1.741193,128.763843,yes,yes,3,3,Sometimes,no,1.768111,no,0.616503,0.968151,Sometimes,Public_Transportation
143Male,20.993067,1.782269,104.97003,yes,yes,2,3,Sometimes,no,1.234943,no,0.008368,0,Sometimes,Public_Transportation
144Male,22.906342,1.755902,120.021161,yes,yes,2.971574,2.80742,Sometimes,no,1.962646,no,1.583832,0.504816,Sometimes,Public_Transportation
145Female,22.518787,1.634342,82.414477,yes,yes,1.853314,1.320768,Sometimes,no,2.135552,no,0.248034,1.727828,Sometimes,Public_Transportation
146Male,31.335093,1.665798,89.738596,yes,yes,2.274164,1.049534,Sometimes,no,1.358172,no,1.482411,0,Sometimes,Automobile
147Male,30.002029,1.759324,112.000381,yes,yes,1.572036,3,Sometimes,no,2.003563,no,0,0.340196,Sometimes,Automobile
148Male,33,1.85,99,yes,yes,2,3,Sometimes,yes,3,no,1,0,Sometimes,Automobile
149Male,21.72738,1.783782,105.000276,yes,yes,2.044326,3,Sometimes,no,2.35818,no,0.349371,0,Sometimes,Public_Transportation
150Male,23,1.882779,64.106108,yes,yes,3,3,Sometimes,no,2.843777,no,1.488843,0.009254,Sometimes,Automobile
151Female,30.255744,1.652084,73.575981,yes,yes,2,3,Sometimes,no,1,no,0,0.018877,Sometimes,Automobile
152Female,29.463168,1.659172,71.170001,yes,yes,2,3,Sometimes,no,1.281683,no,1.609801,0,Sometimes,Automobile
153Male,22.717249,1.708071,75,yes,yes,2.714447,3,Sometimes,no,3,no,1.096818,1.89388,Sometimes,Public_Transportation
154Female,18.904037,1.743589,133.281333,yes,yes,3,3,Sometimes,no,2.684819,no,1.46525,0.804491,Sometimes,Public_Transportation
155Female,19.408999,1.670552,49.804245,no,yes,2.794197,3.409363,Sometimes,no,1.543021,no,2,1,Sometimes,Public_Transportation
156Male,22.705772,1.841989,122.024954,yes,yes,3,2.52751,Sometimes,no,1.645338,no,1.025438,0,Sometimes,Public_Transportation
157Male,24.82929,1.755967,112.256165,yes,yes,1.369529,3,Sometimes,no,2,no,1.596576,0.0026,Sometimes,Public_Transportation
158Female,26,1.643017,111.720238,yes,yes,3,3,Sometimes,no,2.632498,no,0,0.140792,Sometimes,Public_Transportation
159Male,30.967417,1.688436,90,yes,yes,2.180047,2.733077,Sometimes,no,2.77962,no,1.454129,0,Sometimes,Automobile
160Female,17.781183,1.6,65,yes,yes,3,2.973504,Sometimes,no,2,yes,0.178976,0.166076,Sometimes,Public_Transportation
161Male,21.997335,1.65,80,yes,yes,2,3,Sometimes,no,2,no,0.527341,2,no,Public_Transportation
162Male,21,1.81,80,no,no,1,3,no,no,2,no,2,0,no,Public_Transportation
163Male,27.558801,1.801224,119.050381,yes,yes,2.744994,3,Sometimes,no,2.478838,no,0.684487,0.677909,Sometimes,Public_Transportation
164Male,23,1.774644,105.966894,yes,yes,2.312825,3,Sometimes,no,2.073497,no,0.614466,0.579541,Sometimes,Public_Transportation
165Male,22.771612,1.750384,95.324282,yes,yes,2,3,Sometimes,no,3,no,3,2,no,Public_Transportation
166Female,20.741442,1.694439,122.813033,yes,yes,3,3,Sometimes,no,1.409444,no,0.933595,0.840393,Sometimes,Public_Transportation
167Male,17.971574,1.720379,85,yes,yes,2,3,Sometimes,no,2.802498,no,1,0.41758,Sometimes,Public_Transportation
168Female,31.62638,1.666023,72.906186,yes,yes,2,3,Sometimes,no,1,no,0,1.301385,Sometimes,Automobile
169Male,18,1.75,85,yes,no,2,3,Sometimes,no,3,no,1,0,Sometimes,Public_Transportation
170Male,23,1.718981,81.66995,yes,yes,2,1.729553,Sometimes,no,1.400247,no,0.887923,1.011983,Sometimes,Public_Transportation
171Male,25.550506,1.77274,114.254278,yes,yes,2.175276,3,Sometimes,no,2.128176,no,1.306476,0.079334,Sometimes,Public_Transportation
172Male,18.128206,1.778447,80.273807,yes,yes,1.570089,3,Sometimes,no,2,no,2.707882,0,no,Public_Transportation
173Male,17,1.7,55,no,yes,3,3,Always,no,2,no,3,1,Sometimes,Public_Transportation
174Male,21,1.8,73,yes,yes,1,3,Always,no,2,no,3,1,Sometimes,Public_Transportation
175Male,30.958051,1.906821,128.856677,yes,yes,2.633855,3,Sometimes,no,1.619305,no,1.847802,0.424612,Sometimes,Public_Transportation
176Male,26.225442,1.773664,116.160329,yes,yes,2.442536,3,Sometimes,no,2.174371,no,0,1.928972,Sometimes,Public_Transportation
177Female,16.30687,1.616366,67.183128,yes,yes,1.620845,1,Sometimes,no,2,yes,0.926592,1.657098,no,Public_Transportation
178Male,24.481032,1.661277,90.744965,yes,yes,1.712848,3,Sometimes,no,1.162153,no,0.458981,0.885532,no,Automobile
179Female,18,1.644682,68.392133,yes,yes,2,1.131695,Sometimes,no,1.344539,no,0,1.59257,no,Public_Transportation
180Male,14,1.71,72,yes,yes,3,3,Sometimes,no,3,no,2,1,no,Walking
181Female,19.027574,1.659877,77.272652,yes,yes,2.061461,2.812283,Sometimes,no,3,no,0.362441,0.78519,Sometimes,Public_Transportation
182Male,23.329344,1.751365,95.290429,yes,yes,2,3,Sometimes,no,3,no,3,2,no,Public_Transportation
183Male,26.050109,1.773115,115.089316,yes,yes,2.392179,3,Sometimes,no,2.16467,no,1.079934,1.073026,Sometimes,Public_Transportation
184Male,22.352025,1.754711,105.000706,yes,yes,2.871137,3,Sometimes,no,2.627569,no,1,0,Sometimes,Public_Transportation
185Male,37.207082,1.762921,118.40174,yes,yes,2.13683,2.993084,Sometimes,no,1.885926,no,0.615298,0,Sometimes,Automobile
186Female,19.673262,1.599486,44.810751,no,no,3,2.974568,Frequently,no,1.145761,yes,0.87967,0,Sometimes,Public_Transportation
187Female,20.552695,1.523426,42,no,yes,3,1,Frequently,no,1.185062,no,0,0.076654,Sometimes,Public_Transportation
188Male,21,1.65,53,yes,yes,2,3,Sometimes,no,2,no,1,0,Sometimes,Public_Transportation
189Female,19.47219,1.793824,160.935351,yes,yes,3,3,Sometimes,no,2.069257,no,1.986646,0.947091,Sometimes,Public_Transportation
190Male,18,1.7,90,no,yes,3,3,Sometimes,no,2,no,2,0,Sometimes,Public_Transportation
191Male,21,1.62,70,no,yes,2,1,no,no,3,no,1,0,Sometimes,Public_Transportation
192Female,18,1.45,53,no,yes,2,3,Frequently,no,2,yes,1,2,Frequently,Public_Transportation
193Male,21,1.610209,68.865008,no,yes,1.910176,2.938135,no,no,2.943097,no,0.997202,0.207922,Sometimes,Public_Transportation
194Female,18.222536,1.801746,141.166265,yes,yes,3,3,Sometimes,no,2.418488,no,1.99507,0.893514,Sometimes,Public_Transportation
195Female,34.772902,1.675612,73.501233,yes,yes,3,2.400943,Sometimes,no,1.509734,no,0.167125,0,Sometimes,Automobile
196Female,18,1.62,55,yes,yes,2,3,Frequently,no,1,no,1,1,no,Public_Transportation
197Male,40.366238,1.722396,109.349025,yes,yes,2.281963,3.770379,Sometimes,no,1,no,1.330519,0,no,Automobile
198Female,23,1.65,80,yes,yes,2,3,Always,no,2,no,0,2,no,Public_Transportation
199Male,21,1.7,65,yes,yes,2,3,Frequently,no,1,no,1,1,no,Public_Transportation
200Male,39.825592,1.706741,108.012603,yes,yes,2.487781,3.755976,Sometimes,no,1,no,1.860765,0,no,Automobile
201Male,32.895637,1.783901,103.771371,yes,yes,2.902469,1.734762,Sometimes,no,2.600238,no,2.113992,0.584755,Sometimes,Automobile
202Male,33.55336,1.699793,103.841672,yes,yes,2.576449,2.419656,Sometimes,no,1,no,1.982379,0,no,Public_Transportation
203Female,26,1.584782,105.055597,yes,yes,3,3,Sometimes,no,1.197667,no,0,0.534769,Sometimes,Public_Transportation
204Male,22.087056,1.792435,89.998729,yes,yes,1.904732,2.608416,Sometimes,no,1.204175,no,0,1.895312,Sometimes,Public_Transportation
205Male,27,1.93,102,yes,yes,2,1,Sometimes,no,1,no,1,0,Sometimes,Public_Transportation
206Male,34,1.78,73,no,yes,2,3,Sometimes,no,2,no,3,1,Sometimes,Automobile
207Female,19.349258,1.52337,42,no,yes,2.913486,1.060796,Frequently,no,1.596212,no,0.108948,0.773087,Sometimes,Public_Transportation
208Female,37.955371,1.560648,80,yes,yes,2.846452,1.139317,Sometimes,no,1.459511,no,1.71807,0,Sometimes,Automobile
209Female,20.901393,1.709585,75,yes,yes,2.104105,3,Sometimes,no,1.871033,no,1,0,Sometimes,Public_Transportation
210Male,22,1.6,66,no,yes,3,3,Sometimes,no,2,no,3,0,no,Bike
211Male,31.783845,1.75,120,yes,yes,2.941627,3,Sometimes,no,2.318134,no,0.582686,1.588046,Sometimes,Automobile
212Female,21.997683,1.689441,51.107925,yes,yes,3,3.715118,Frequently,no,1.774576,no,0.10297,0.646423,no,Public_Transportation
213Female,20.388049,1.777971,137.785027,yes,yes,3,3,Sometimes,no,2.702789,no,1.606109,0.731213,Sometimes,Public_Transportation
214Male,21,1.68,70,yes,yes,3,3,Sometimes,no,3,no,0,2,Sometimes,Public_Transportation
215Female,34.044229,1.665807,77.098973,yes,yes,2.976975,1.346987,Sometimes,no,1.868349,no,0.702538,0.879333,no,Automobile
216Male,29.695603,1.842943,93.798055,yes,yes,2.133955,2.902766,Sometimes,no,1.753464,no,1.729987,1,Sometimes,Public_Transportation
217Male,18,1.74,86,no,no,3,3,Sometimes,no,2,no,3,0,no,Public_Transportation
218Male,26.358919,1.755317,82.228794,yes,yes,1.94313,3.559841,Sometimes,no,2.367996,no,0.23553,0.879977,Sometimes,Public_Transportation
219Female,16.913841,1.634832,85.803809,yes,yes,2.061969,3,Sometimes,no,1.229171,no,2.392047,1.256119,no,Public_Transportation
220Male,26,1.85,105,yes,yes,3,3,Frequently,no,3,no,2,2,Sometimes,Public_Transportation
221Male,33.151905,1.685127,83.986895,yes,yes,2,2.473911,Sometimes,no,2.452789,no,0.932792,0,no,Automobile
222Female,16,1.66,58,no,no,2,1,Sometimes,no,1,no,0,1,no,Walking
223Female,25.993154,1.609401,104.854928,yes,yes,3,3,Sometimes,no,2.613504,no,0.067985,0.778632,Sometimes,Public_Transportation
224Female,23,1.65,90,yes,yes,2,3,Sometimes,no,3,no,0,1,no,Public_Transportation
225Female,24.565628,1.62093,81.718232,yes,yes,2.260543,1.374791,Sometimes,no,1.947935,no,0,0.078607,no,Public_Transportation
226Male,18,1.78,64.4,yes,yes,3,3,Frequently,no,2,no,3,2,no,Walking
227Male,21.962426,1.696336,75,yes,yes,2,3,Sometimes,no,1.825629,no,0.699592,0.142056,Sometimes,Public_Transportation
228Male,25.846279,1.772731,115.828167,yes,yes,2.381164,3,Sometimes,no,2.170225,no,1.211048,1.89933,Sometimes,Public_Transportation
229Female,25.12791,1.668537,112.555456,yes,yes,3,3,Sometimes,no,2.868679,no,0.115369,0.028583,Sometimes,Public_Transportation
230Male,24.001889,1.614075,100.245302,yes,yes,2.880483,1.703299,Sometimes,no,1.006378,no,1.076729,1.058007,no,Public_Transportation
231Female,21,1.753578,77.97917,yes,yes,2.273548,2.39007,Sometimes,no,1.648404,no,0.874643,1.102696,Sometimes,Public_Transportation
232Male,32.787101,1.903832,99.812443,yes,yes,2,1.863012,Sometimes,no,2.196471,no,1,0,Sometimes,Automobile
233Female,20.744839,1.667852,49.803921,yes,yes,2.977018,3.193671,Frequently,no,2.482933,no,2,1,no,Public_Transportation
234Male,17.052914,1.710616,99.860254,yes,yes,2,3,Sometimes,no,2,no,0.067491,0.894105,no,Public_Transportation
235Female,22.846357,1.757442,133.365094,yes,yes,3,3,Sometimes,no,2.84837,no,1.206059,0.766668,Sometimes,Public_Transportation
236Male,31.398281,1.919543,101.544589,yes,yes,2,1.005391,Sometimes,no,2.001936,no,1,0,Sometimes,Public_Transportation
237Male,21.378039,1.718534,80,yes,yes,2,3,Sometimes,no,2,no,2.721646,1.269982,no,Public_Transportation
238Female,22,1.69,65,yes,yes,2,3,Sometimes,no,2,no,1,1,Sometimes,Public_Transportation
239Male,17.925497,1.829142,59.933015,yes,yes,2.86099,4,Sometimes,no,2,no,2,0.007872,no,Automobile
240Male,25.717522,1.673491,103.706181,yes,yes,2.668949,1.134321,Sometimes,no,1.279443,no,0.11243,1.135503,no,Public_Transportation
241Male,19,1.82,87,yes,yes,2,3,Sometimes,no,2,no,0,0,no,Public_Transportation
242Female,21.207423,1.707508,121.864326,yes,yes,3,3,Sometimes,no,1.615548,no,1.376534,0.926052,Sometimes,Public_Transportation
243Female,33,1.55,55,yes,yes,3,1,Sometimes,no,3,no,2,1,Sometimes,Public_Transportation
244Female,25.999942,1.627483,104.881994,yes,yes,3,3,Sometimes,no,2.569364,no,0.159255,0.419446,Sometimes,Public_Transportation
245Male,18.729566,1.855433,112.875283,yes,yes,2,2.427137,Sometimes,no,2.574073,no,1,2,Sometimes,Public_Transportation
246Female,22,1.69,65,yes,yes,2,3,Sometimes,no,2,no,1,1,Sometimes,Public_Transportation
247Female,29.08107,1.674568,71.602622,yes,yes,2,3,Sometimes,no,1.701835,no,1.682271,0,Sometimes,Automobile
248Male,21,1.65,60,no,no,3,1,Frequently,no,1,no,0,0,Sometimes,Motorbike
249Female,19.773303,1.602082,45,no,no,3,3,Frequently,no,2.875583,yes,1.258504,0,Sometimes,Public_Transportation
250Female,39.213399,1.586301,80,yes,yes,2.020502,1.237454,Sometimes,no,1.93142,no,1.967973,0,Sometimes,Automobile
251Male,30,1.92,130,yes,no,2,3,Sometimes,yes,1,no,1,0,Sometimes,Public_Transportation
252Female,24.320154,1.577921,65.293179,yes,no,2.03414,2.741413,Sometimes,no,1.996384,no,1.276552,1.019452,no,Public_Transportation
253Female,25,1.61,61,no,no,2,3,Sometimes,no,1,no,2,1,Sometimes,Public_Transportation
254Female,26,1.623303,110.81746,yes,yes,3,3,Sometimes,no,2.673754,no,0,0.33929,Sometimes,Public_Transportation
255Male,27,1.64,78,yes,yes,2,1,Sometimes,no,2,no,0,0,Frequently,Automobile
256Male,30.350516,1.860292,123.721352,yes,yes,2.002784,3,Sometimes,no,2.292906,no,1.034031,0,Sometimes,Automobile
257Female,18.13782,1.819728,151.278532,yes,yes,3,3,Sometimes,no,2.155926,no,1.999836,0.94603,Sometimes,Public_Transportation
258Female,37.597953,1.62901,80,yes,yes,2.450784,2.952821,Sometimes,no,1.335192,no,0.180276,0,Sometimes,Automobile
259Female,25.909353,1.644078,102.277765,yes,yes,3,3,Sometimes,no,1.029241,no,0.075776,1,Sometimes,Public_Transportation
260Male,21.709159,1.658393,80,yes,yes,2,3,Sometimes,no,2,no,2.939733,1.692287,no,Public_Transportation
261Male,29.620095,1.787933,112.536367,yes,yes,2.008245,3,Sometimes,no,2.040137,no,0,0.474216,Sometimes,Automobile
262Female,24.449655,1.635062,113.277388,yes,yes,3,3,Sometimes,no,2.578038,no,0.165422,0.463196,Sometimes,Public_Transportation
263Female,38.098745,1.598448,80,yes,yes,2.020785,1.169173,Sometimes,no,1.972551,no,1.903338,0,Sometimes,Automobile
264Female,24,1.56,60,yes,yes,1,3,Always,no,2,no,0,2,Sometimes,Public_Transportation
265Female,19.045357,1.61291,82.193405,yes,yes,1.261288,2.930044,Sometimes,no,1.166655,no,0.133398,0.95174,no,Public_Transportation
266Female,21.635977,1.748106,133.259033,yes,yes,3,3,Sometimes,no,1.931163,no,1.562213,0.926565,Sometimes,Public_Transportation
267Male,24.079524,1.733439,97.911865,yes,yes,2,3,Sometimes,no,2.843675,no,1.309304,1.338655,no,Public_Transportation
268Male,18.118277,1.654757,80,yes,yes,2.821977,2.044035,Sometimes,no,1.954968,no,1,0.854536,no,Public_Transportation
269Female,25.974446,1.628855,108.090006,yes,yes,3,3,Sometimes,no,1.757105,no,0.085119,0.465444,Sometimes,Public_Transportation
270Female,18,1.62,68,no,no,2,1,Sometimes,no,1,no,0,2,no,Public_Transportation
271Female,22.480889,1.605662,82.470375,yes,yes,1.557287,1,Sometimes,no,2.371015,no,0.288032,2,Sometimes,Public_Transportation
272Male,18,1.783906,109.207614,yes,yes,2,1.867836,Sometimes,no,2.438398,no,1,0.802305,no,Public_Transportation
273Female,19.071027,1.756865,49.699672,no,yes,1.69427,3.266644,Sometimes,no,1.095417,no,2,1,Sometimes,Public_Transportation
274Female,26,1.631856,110.804337,yes,yes,3,3,Sometimes,no,2.70485,no,0,0.243338,Sometimes,Public_Transportation
275Male,23,1.712556,75.480764,yes,yes,3,3.654061,Sometimes,no,1.229915,no,0.793489,1.597608,Sometimes,Public_Transportation
276Female,31,1.58,68,yes,no,2,1,Sometimes,no,1,no,1,0,Sometimes,Public_Transportation
277Female,20.908785,1.700996,126.490236,yes,yes,3,3,Sometimes,no,1.242832,no,0.530925,0.575969,Sometimes,Public_Transportation
278Male,31.86893,1.75,118.102897,yes,yes,2.139196,3,Sometimes,no,2.04843,no,0.368026,0.360986,Sometimes,Automobile
279Male,18,1.721854,52.514302,yes,yes,2.33998,3,Sometimes,no,2,no,0.027433,1.884138,Sometimes,Public_Transportation
280Male,29,1.69,90,yes,no,2,3,Sometimes,no,3,no,1,0,Sometimes,Automobile
281Female,21.768153,1.76416,133.888629,yes,yes,3,3,Sometimes,no,2.32502,no,1.441791,0.918468,Sometimes,Public_Transportation
282Female,23,1.649736,84.134712,yes,yes,2.334474,1.496776,Sometimes,no,2.776724,no,0.782416,0.167728,no,Public_Transportation
283Female,25.921678,1.611452,102.363149,yes,yes,3,3,Sometimes,no,1.031701,no,0.03465,0.912345,Sometimes,Public_Transportation
284Female,25.461411,1.7,78.055968,yes,yes,2.661556,3,Sometimes,no,3,no,0.55181,0.658783,Sometimes,Public_Transportation
285Female,21,1.6,48,no,yes,2,3,Sometimes,no,1,no,1,0,Sometimes,Public_Transportation
286Male,18,1.76,68,no,no,2,4,Frequently,no,2,no,1,1,Sometimes,Public_Transportation
287Female,40,1.58,63,no,yes,2,3,Frequently,no,2,no,3,1,Sometimes,Public_Transportation
288Male,21.353237,1.709731,95.032177,yes,yes,2,2.973476,Sometimes,no,2,no,0,1.331527,no,Public_Transportation
289Male,34.821442,1.805459,90.13868,yes,yes,2,1.80993,Sometimes,no,2.174835,no,0.340915,0.020153,Sometimes,Automobile
290Male,31.641081,1.676595,89.993812,yes,yes,2.934671,2.119682,Sometimes,no,2.041462,no,0.578074,0,Sometimes,Automobile
291Female,18.367481,1.745644,133.665587,yes,yes,3,3,Sometimes,no,2.900857,no,1.508897,0.625371,Sometimes,Public_Transportation
292Female,27,1.55,63,no,yes,2,3,Sometimes,no,1,no,0,1,Sometimes,Automobile
293Female,16,1.66,58,no,no,2,1,Sometimes,no,1,no,0,1,no,Walking
294Female,17,1.8,50,no,yes,3,4,Frequently,no,1,no,2,1,Sometimes,Public_Transportation
295Female,18,1.62,55,yes,yes,2,3,Frequently,no,1,no,1,1,no,Public_Transportation
296Female,40.993179,1.567756,79.493626,yes,yes,2,3,Sometimes,no,2.952506,no,0,0,no,Automobile
297Male,16.496978,1.691206,50,no,yes,2,1.630846,Sometimes,no,2.975528,no,0.548991,0.369134,Sometimes,Public_Transportation
298Female,18.836315,1.751631,80,yes,yes,2,1.73762,Sometimes,no,2.207978,no,2.641072,0.707044,Frequently,Public_Transportation
299Female,27.899784,1.7,74.244004,yes,yes,2,3,Sometimes,no,2,no,1.722053,0,Sometimes,Automobile
300Female,19.126145,1.633794,77.858532,yes,no,2.696381,3,Sometimes,no,2.472964,no,1.856119,1,Sometimes,Public_Transportation
301Male,22,1.7,70,yes,yes,2,3,Sometimes,no,1,no,0,1,Sometimes,Automobile
302Male,31.264628,1.803129,91.052215,yes,yes,2,3,Sometimes,no,1.199517,no,0.047738,0.163329,Sometimes,Public_Transportation
303Female,18.270434,1.737165,76.699774,yes,yes,2.838969,3,Sometimes,no,2.425927,no,1,1.453335,Frequently,Public_Transportation
304Male,29,1.62,53,no,yes,2,3,Sometimes,no,2,no,0,0,Sometimes,Automobile
305Male,17.06713,1.896734,59.895052,yes,yes,2.842102,3.34175,Sometimes,no,2,no,2.511157,0.560351,no,Automobile
306Female,21,1.66,59,no,yes,1,3,Always,no,2,yes,3,0,no,Automobile
307Female,28.977792,1.7,78,yes,yes,3,3,Sometimes,no,1.507638,no,1.82434,1,Frequently,Automobile
308Female,22,1.6,82,yes,yes,1,1,Sometimes,no,2,no,0,2,Sometimes,Public_Transportation
309Female,23,1.67,75,yes,yes,2,3,Frequently,yes,2,no,0,2,no,Walking
310Female,26,1.61739,105.013901,yes,yes,3,3,Sometimes,no,1.292479,no,0,0.541309,Sometimes,Public_Transportation
311Female,25.816445,1.684082,104.592372,yes,yes,3,3,Sometimes,no,1.295436,no,0.282063,0.929356,Sometimes,Public_Transportation
312Female,21.90012,1.843419,165.057269,yes,yes,3,3,Sometimes,no,2.406541,no,0.10032,0.479221,Sometimes,Public_Transportation
313Female,18,1.63,63,yes,yes,1,3,Sometimes,no,2,no,2,2,Sometimes,Public_Transportation
314Female,21.001969,1.736215,132.145549,yes,yes,3,3,Sometimes,no,1.657541,no,1.672639,0.629285,Sometimes,Public_Transportation
315Male,39,1.78,96,yes,no,2,3,Sometimes,no,3,no,1,0,Frequently,Automobile
316Male,20,1.67,78,yes,no,2,1,Sometimes,no,3,no,0,0,Frequently,Automobile
317Female,25.612462,1.674515,112.879662,yes,yes,3,3,Sometimes,no,2.989389,no,0.36009,0.169016,Sometimes,Public_Transportation
318Male,21,1.71,75,no,no,2,3,Frequently,no,3,yes,3,1,Frequently,Automobile
319Female,25.540865,1.678201,109.900472,yes,yes,3,3,Sometimes,no,1.471664,no,0.143955,0.444532,Sometimes,Public_Transportation
320Male,35.389491,1.78,100.84763,yes,yes,2.069267,1.476204,Sometimes,no,3,no,2.05252,0.092736,Frequently,Automobile
321Male,21,1.712061,75,yes,yes,2,3,Sometimes,no,1.333707,no,1,0,Sometimes,Public_Transportation
322Male,17,1.824414,59.295172,yes,yes,2.432302,3,Sometimes,no,2,no,2.349495,1,no,Automobile
323Female,21.140165,1.713133,133.735889,yes,yes,3,3,Sometimes,no,1.411365,no,1.564618,0.910683,Sometimes,Public_Transportation
324Female,17,1.56,51,no,yes,3,3,Sometimes,no,1,no,0,2,no,Public_Transportation
325Female,40.702771,1.548403,80,yes,yes,2,3,Sometimes,no,1.326165,no,0,0,Sometimes,Automobile
326Male,21.180346,1.773766,89.28282,yes,yes,2.010684,1.322087,Sometimes,no,2,no,0.540397,0.973834,Sometimes,Public_Transportation
327Male,25.058566,1.764484,113.234349,yes,yes,1.517912,3,Sometimes,no,2.038958,no,1.590255,0.00164,Sometimes,Public_Transportation
328Male,22.814657,1.716289,75.688433,yes,yes,2,3,Sometimes,no,2,no,0.092344,1.466496,Sometimes,Public_Transportation
329Male,29.687488,1.909198,129.679131,yes,yes,2.08868,3,Sometimes,no,1.520215,no,1.857351,0,Sometimes,Public_Transportation
330Male,18,1.840138,60,yes,yes,3,4,Sometimes,no,2,no,2,0,no,Automobile
331Female,21.051982,1.729719,131.877558,yes,yes,3,3,Sometimes,no,1.422483,no,1.708971,0.673009,Sometimes,Public_Transportation
332Male,33.070142,1.709428,83.014033,yes,yes,2,1.044628,Sometimes,no,2.01051,no,2.805801,0,no,Automobile
333Female,25.653233,1.65757,109.931233,yes,yes,3,3,Sometimes,no,1.610472,no,0.029728,0.472343,Sometimes,Public_Transportation
334Female,22.679935,1.6084,82.603984,yes,yes,2.699282,1,Sometimes,no,2.598632,no,0.292093,2,Sometimes,Public_Transportation
335Male,22,1.64,53,no,no,2,3,Sometimes,no,2,no,3,0,Sometimes,Public_Transportation
336Male,22.936098,1.702825,93.638318,yes,yes,2,3,Sometimes,no,1.746197,no,0.455216,0.335158,no,Public_Transportation
337Female,23,1.728834,51.442293,yes,yes,2,3,Frequently,no,1.229915,no,0.619533,2,no,Public_Transportation
338Female,23,1.75,56,no,no,3,3,Frequently,no,2,no,2,0,Sometimes,Public_Transportation
339Male,19.623574,1.818226,85.833029,yes,yes,2.954996,3.714833,Sometimes,no,2.430918,no,2.545931,0.469735,Sometimes,Public_Transportation
340Female,38.378056,1.67805,77.224574,yes,yes,2.444599,3,Sometimes,no,1.029798,no,0,0,no,Automobile
341Male,25.027254,1.757154,112.200812,yes,yes,1.264234,3,Sometimes,no,2,no,1.333435,0.002168,Sometimes,Public_Transportation
342Male,29.791101,1.703317,102.592171,yes,yes,2.654792,1.077331,Sometimes,no,1.345407,no,0.327418,0.386861,no,Public_Transportation
343Male,23.245408,1.707968,75.383716,yes,yes,2.5621,3.105007,Sometimes,no,1.172427,no,0.184917,0.923082,Sometimes,Public_Transportation
344Female,23,1.68,67,yes,yes,2,3,Frequently,no,1,no,0,0,Sometimes,Public_Transportation
345Male,41,1.75,118,yes,yes,2,3,Sometimes,no,2,no,0,0,Sometimes,Bike
346Female,19,1.538398,42,no,yes,2.71897,1.473088,Frequently,no,1.164644,no,1.235675,0.930926,Sometimes,Public_Transportation
347Female,20,1.5,44,no,yes,2,3,Sometimes,no,1,no,0,0,Sometimes,Automobile
348Male,22.851834,1.854592,63.611109,yes,yes,3,3.691226,Sometimes,no,2.650989,no,1.228136,0.8324,Sometimes,Automobile
349Female,17.000433,1.584951,44.411801,no,yes,2.737762,3,Sometimes,no,2.310921,no,2.240714,1.59257,Sometimes,Public_Transportation
350Male,26.957645,1.780731,112.957922,yes,yes,2.263245,3,Sometimes,no,2.092509,no,0,1.836853,Sometimes,Automobile
351Male,40.564513,1.748015,109.758736,yes,yes,2.310751,3.220181,Sometimes,no,1.006643,no,1.15804,0,no,Automobile
352Female,26,1.632193,111.886611,yes,yes,3,3,Sometimes,no,2.617988,no,0,0.156187,Sometimes,Public_Transportation
353Male,28.493397,1.817572,120.8158,yes,yes,2.969233,3,Sometimes,no,2.807984,no,0.982134,1.191998,Sometimes,Public_Transportation
354Male,23,1.65,60,yes,no,2,3,Sometimes,no,2,no,0,0,Sometimes,Public_Transportation
355Male,27.394123,1.764138,112.323213,yes,yes,1.924632,3,Sometimes,no,2.006595,no,0.1768,0.511694,Sometimes,Automobile
356Male,23,1.65,58.5,yes,no,2,3,Sometimes,no,2,no,0,0,no,Public_Transportation
357Male,21,1.67,67,yes,yes,3,1,Always,no,2,no,1,1,no,Public_Transportation
358Female,26,1.621167,104.947703,yes,yes,3,3,Sometimes,no,2.57721,no,0,0.402075,Sometimes,Public_Transportation
359Male,18.426619,1.777108,57.145917,yes,yes,2,3.092116,Sometimes,no,2.426465,no,2,1.839862,no,Automobile
360Female,21.853826,1.755643,137.796884,yes,yes,3,3,Sometimes,no,2.184707,no,1.978631,0.838957,Sometimes,Public_Transportation
361Female,22.884722,1.622787,82,yes,yes,1.754401,1,Sometimes,no,2,no,0,0.301909,no,Public_Transportation
362Female,29,1.74,72,yes,no,3,3,Always,no,2,no,0,0,Sometimes,Automobile
363Male,25,1.83,121,yes,no,3,3,Sometimes,no,3,no,2,0,Sometimes,Walking
364Male,17.282945,1.821514,59.605028,yes,yes,2.613249,3.712183,Sometimes,no,2,no,2.002997,0.174848,no,Automobile
365Male,27,1.7,78,no,yes,3,3,Sometimes,no,3,no,1,1,Frequently,Public_Transportation
366Female,23,1.628168,84.49798,yes,yes,2.058687,2.962004,Sometimes,no,2.010596,no,0.851059,0.630866,no,Public_Transportation
367Male,18.381382,1.722547,53.783977,yes,yes,2,3.131032,Sometimes,no,2.072194,no,1.487987,2,Sometimes,Public_Transportation
368Female,26,1.635905,111.571076,yes,yes,3,3,Sometimes,no,2.511399,no,0,0.258472,Sometimes,Public_Transportation
369Male,29,1.77,83,no,yes,1,4,Frequently,no,3,no,0,1,no,Motorbike
370Male,26.69858,1.816298,86.963765,no,yes,2.341133,1.578521,Sometimes,no,2,no,2,0.554072,no,Automobile
371Male,26,1.83,82,no,yes,2,3,Always,no,2,no,1,1,Sometimes,Public_Transportation
372Male,18,1.7,50,no,yes,1,3,Frequently,no,1,no,2,1,Sometimes,Public_Transportation
373Female,23,1.668649,80.458343,yes,yes,2,2.256119,Sometimes,no,1.142873,no,0.807076,1.611271,no,Public_Transportation
374Male,23.147644,1.815514,120.337664,yes,yes,2.996717,2.791366,Sometimes,no,2.626309,no,1.194898,0.034897,Sometimes,Public_Transportation
375Female,21.682367,1.732383,133.043941,yes,yes,3,3,Sometimes,no,1.610768,no,1.510398,0.931455,Sometimes,Public_Transportation
376Male,30.595632,1.910672,129.232708,yes,yes,2.497548,3,Sometimes,no,1.362583,no,1.144076,0.173232,Sometimes,Public_Transportation
377Male,21.948577,1.773594,105.000789,yes,yes,2.252653,3,Sometimes,no,2.962371,no,1,0,Sometimes,Public_Transportation
378Male,25.920738,1.823755,105.800158,yes,yes,2.92711,3,Sometimes,no,2.151496,no,1.166064,1.509831,Sometimes,Public_Transportation
379Female,22.867719,1.655413,50.424661,yes,yes,3,3.642802,Frequently,no,1.995177,no,0.118271,0.065515,no,Public_Transportation
380Male,19,1.8,60,yes,yes,3,1,Always,no,1,yes,0,0,no,Motorbike
381Male,20,1.8,114,yes,yes,2,3,Frequently,no,2,no,0,1,no,Public_Transportation
382Male,24.622054,1.756509,117.368716,yes,yes,1.451337,3,Sometimes,no,2,no,1.384607,0.631217,Sometimes,Public_Transportation
383Male,23,1.65,66,no,no,3,3,Sometimes,no,2,no,3,0,no,Public_Transportation
384Female,20.406871,1.755978,53.699561,yes,yes,2,3.891994,Frequently,no,1.86393,no,2.870127,2,no,Public_Transportation
385Male,23,1.706525,90.500055,yes,yes,2,3,Sometimes,no,1.530493,no,0.967627,1,no,Public_Transportation
386Female,17.767432,1.74379,50,no,yes,1.344854,4,Frequently,no,1,no,2,1,Sometimes,Public_Transportation
387Female,17.25813,1.600184,65,yes,yes,2.749629,2.298612,Sometimes,no,2,yes,0.547515,1.619473,Sometimes,Public_Transportation
388Female,21.012542,1.615145,68.653347,yes,yes,1.729824,3.612941,no,no,2.043703,no,0.562118,0.426643,Sometimes,Public_Transportation
389Female,21,1.63,66,yes,yes,3,1,Sometimes,yes,3,no,0,0,Sometimes,Public_Transportation
390Female,21,1.754497,77.956921,yes,yes,2.446872,2.372311,Sometimes,no,1.81031,no,0.094893,1.650778,Sometimes,Public_Transportation
391Male,20.677105,1.781251,102.950929,yes,yes,2,3,Sometimes,no,1.618189,no,0.571648,0,no,Public_Transportation
392Female,26,1.638836,110.970479,yes,yes,3,3,Sometimes,no,2.644135,no,0,0.357581,Sometimes,Public_Transportation
393Female,30,1.65,71,yes,yes,2,3,Sometimes,no,1,no,0,0,Sometimes,Public_Transportation
394Female,24.361936,1.73945,133.346641,yes,yes,3,3,Sometimes,no,2.852339,no,1.139107,0.586035,Sometimes,Public_Transportation
395Male,34.389906,1.68108,83.568035,yes,yes,2,1.660768,Sometimes,no,2.482294,no,0.891205,0,no,Automobile
396Female,39,1.65,50,no,yes,3,4,Frequently,no,2,no,0,0,Sometimes,Public_Transportation
397Male,20.242237,1.75633,54.567343,yes,yes,2,3.98525,Sometimes,no,2.654078,no,2.113151,2,no,Public_Transportation
398Female,38.939448,1.738321,86.934846,no,yes,2.843709,3.058539,Sometimes,no,1.130079,no,2.834373,0.044954,Sometimes,Automobile
399Male,28.712995,1.665585,98.66176,yes,yes,2.95801,2.834253,Sometimes,no,1,no,1.999886,0,no,Public_Transportation
400Male,24.347414,1.789193,89.393589,yes,yes,1.521604,2.174968,Sometimes,no,2,no,0,0.632467,Sometimes,Public_Transportation
401Male,27,1.85,75,yes,yes,2,1,Sometimes,no,2,no,1,0,no,Walking
402Male,18.164768,1.694265,52,yes,yes,3,3,Frequently,no,2,no,0.819682,1,no,Public_Transportation
403Male,24.417552,1.774775,117.398976,yes,yes,2.23372,2.993634,Sometimes,no,2.028368,no,0.863158,0.449886,Sometimes,Public_Transportation
404Female,26,1.610225,104.936381,yes,yes,3,3,Sometimes,no,1.322004,no,0,0.539876,Sometimes,Public_Transportation
405Male,18,1.767058,51.132809,yes,yes,2.708965,3,Sometimes,no,1.873004,no,1.21718,1,Sometimes,Public_Transportation
406Female,21.322097,1.751118,149.291106,yes,yes,3,3,Sometimes,no,2.309409,no,1.68291,0.70558,Sometimes,Public_Transportation
407Male,18,1.782722,108.044313,yes,yes,2,2.655265,Sometimes,no,2.297896,no,1,0.552665,no,Public_Transportation
408Male,18.014333,1.751029,80,yes,yes,2,2.805436,Sometimes,no,2.122884,no,0.045651,0.017225,Frequently,Public_Transportation
409Female,20,1.57,60,no,yes,3,3,Sometimes,no,3,no,0,1,Sometimes,Public_Transportation
410Male,21.017383,1.752391,79.109637,yes,yes,3,1,Sometimes,no,2,no,2.57223,0,Sometimes,Automobile
411Male,21.856301,1.87199,115.627554,yes,yes,2,2.358455,Sometimes,no,2.515765,no,0.98232,1.157466,Sometimes,Public_Transportation
412Female,33.226808,1.557943,77.647716,yes,yes,2.02091,2.093831,Sometimes,no,1.506518,no,0,0,Sometimes,Automobile
413Male,21.333429,1.716545,80.005809,yes,yes,2,2.783336,Sometimes,no,2,no,2.536615,1.206535,no,Public_Transportation
414Female,38,1.64,59.8,yes,yes,2,3,Sometimes,no,2,no,2,0,no,Public_Transportation
415Male,23,1.7,69,no,yes,3,1,Frequently,no,1,no,2,1,Sometimes,Public_Transportation
416Male,23,1.89,65,yes,yes,3,3,Frequently,no,3,no,1,1,Sometimes,Public_Transportation
417Male,24.443011,1.873368,121.82962,yes,yes,2.722161,2.658837,Sometimes,no,2.375707,no,1.299469,0,Sometimes,Public_Transportation
418Female,18,1.668555,85.607466,yes,yes,2.081238,3,Sometimes,no,1.18363,no,1.17177,0,no,Public_Transportation
419Male,21,1.8,72,no,yes,3,3,Sometimes,no,2,no,1,1,no,Public_Transportation
420Male,30.62865,1.766975,118.363376,yes,yes,2.964319,3,Sometimes,no,2.377257,no,0.614959,1.875023,Sometimes,Automobile
421Male,18.181821,1.662669,79.863546,yes,no,2.492758,2.270163,Sometimes,no,1.992586,no,1.452467,0.864583,no,Public_Transportation
422Male,30.870724,1.670774,101.626189,yes,yes,2.907744,3.990925,Sometimes,no,1,no,1.99975,0,no,Public_Transportation
423Male,20,1.56,45,no,no,2,3,Sometimes,no,2,no,1,1,Sometimes,Public_Transportation
424Female,21.001458,1.65,88.026943,yes,yes,2.482575,1.001542,Sometimes,no,3,no,1.751656,1,no,Public_Transportation